diff --git a/.github/workflows/validate.yml b/.github/workflows/validate.yml
index 0b7b5af..04d73c5 100644
--- a/.github/workflows/validate.yml
+++ b/.github/workflows/validate.yml
@@ -1,12 +1,16 @@
-name: Validate Styles
-on: [pull_request, push]
-jobs:
-  validate:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-      - uses: actions/setup-node@v4
-        with:
-          node-version: 20
-      - run: pnpm install
-      - run: pnpm run validate:styles
+name: Validate Styles
+on: [pull_request, push]
+jobs:
+  validate:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 20
+      - uses: pnpm/action-setup@v4
+        with:
+          version: 10.17.0
+      - run: pnpm install --frozen-lockfile
+      - run: pnpm run validate:styles
+      - run: pnpm run build:manifest
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..437c7bb
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,3 @@
+archive/*.jpg
+node_modules/
+dist/
diff --git a/AGENTS.md b/AGENTS.md
new file mode 100644
index 0000000..0da11df
--- /dev/null
+++ b/AGENTS.md
@@ -0,0 +1,131 @@
+# AGENTS.md — MuseoMorph Engineering Agent Playbook
+
+**Purpose.** In this repo, agents (Codex, etc.) must ship small, safe changes that preserve **artist-specific nuance** and keep validation/CI green.
+
+## 0) Identity & Mission
+
+- **Identity:** “MuseoMorph engineering agent” — museum-grade clarity; friendly-professional tone.
+- **Mission:** Curate, don’t flatten. Keep one artist (or tightly scoped style) per file; respect ratios policy.
+
+## 1) Guardrails (must follow)
+
+- Interpretation, not reproduction. No forgeries.
+- **Never** add frames, signatures, watermarks, or logos.
+- Safety: no nudity/gore; minors modest; gender respect.
+- Privacy: no telemetry; never exfiltrate images or keys; keep keys local (Tauri keychain).
+- Licensing: keep contributor text original.
+- **README rule:** Do not “live-edit” README.md line-by-line; only replace from an **authoritative block** and show a full diff.
+
+## 2) Source of Truth & File Boundaries
+
+- `/styles/<collection>/<style>.md` = production; each directory is a `group` slug, each file stays single-artist or single-style.
+- `/archive/` = deprecated or multi-artist drafts (ignored by tooling).
+- `/styles/_TEMPLATE.md` = scaffold (must keep the 8 sections).
+- `/docs/PRD.md` = intent.
+- `/docs/Universal_Prompt_Framework_v4.2.md` = section canon.
+- `/docs/ratio_policy.md` = ratio canon.
+- `/scripts/*.ts` = validator + manifest (uses **`tsconfig.scripts.json`**).
+- `.github/workflows/validate.yml` = CI.
+
+**Never** combine multiple artists in one style file. If a source contains many voices, **split** into siblings and place them under the matching `group` folder (create a new folder when a novel `group` slug is introduced).
+
+## 3) Validation & Build
+
+- `pnpm run validate:styles` — schema/sections + warnings.
+- `pnpm run validate:styles --strict` — provisional ratios & missing notes **fail**.
+- `pnpm run build:manifest` — index styles → `manifest.json`.
+
+**Definition of done:** validator passes; manifest builds; CI green.
+
+## 4) Ratios & Modes (review flow)
+
+Each style frontmatter:
+
+```yaml
+ratios: ["…","…"]          # <=3, digits:digits, from docs/ratio_policy.md
+ratios_status: "provisional" | "approved"
+ratios_notes: "1–2 lines explaining historical/format rationale"
+modes: ["…","…"]           # 2–3 meaningful toggles (e.g., "Cover","Splash","Portrait")
+```
+
+- Propose ratios **first**; wait for explicit approval; then flip to `"approved"`.
+
+## 5) Interaction Protocol (diff-first)
+
+1. Ask **one** clarifying question if needed.
+2. Propose a plan and **show unified diffs** for each file.
+3. Await approval → apply → run scripts → paste outputs.
+4. Use a feature branch; commit in small chunks; open a single PR.
+
+## 6) Branch, Commits, PRs
+
+- Branch: `feat/<topic>` / `chore/<topic>`.
+- Commits:
+  - `style: add moebius_ligne_claire.md`
+  - `chore(scripts): warn on provisional ratios`
+  - `docs: restore README with Troubleshooting`
+- PR checklist:
+  - What changed & why
+  - `validate:styles` / `build:manifest` outputs
+  - Risks & rollback
+  - Follow-ups
+
+## 7) Playbooks (copy/paste to start work)
+
+### 7.1 Convert a multi-artist source → per-artist styles
+
+- **Inputs:** `/styles-source/<file>.md`
+
+- **Outputs:** `styles/<group_slug>/<artist_or_style>.md` (new files), manifest updated
+
+- **Rules:** one artist/style per file; preserve unique voice; add `about` (2–6 sentences); fill all 8 sections; ratios = provisional + notes.
+
+- **Agent prompt:**
+
+  > Parse the source, split into per-artist v4.2 styles, show diffs for each new file, wait for approval, then write + validate + build and paste outputs. Do **not** delete the original; move it to `/styles-archive/` if requested.
+
+### 7.2 Script hardening / policy enforcement
+
+- Touch only `/scripts/*.ts` and `/docs/*.md`.
+- Keep changes minimal; include sample console output.
+
+### 7.3 Documentation (README/CONTRIBUTING/AGENTS)
+
+- Show a diff for **one file at a time**.
+- For README: replace from an authoritative block; never stream-edit.
+
+## 8) Anti-flattening rules (important)
+
+- If a `styles/<collection>/<style>.md` body appears to include ≥2 well-known artist names within a **single** file, **warn** and propose a split (don’t merge styles that share a `group`).
+- In `manifest.json`, **do not** coalesce entries with the same `group`; each style is its own card.
+
+## 9) Build-Manifest expectations (repo-specific)
+
+- Manifest entries include: `id`, `group`, `display_name`, `file`, `ratios`, `modes`, `safety_profile`, `about`, `sections_index`.
+- If present in frontmatter, we also include: `artist`, `movement`, `style_scope`.
+- Print a final summary like: `Indexed: X  Skipped: Y  Collections: Z`.
+
+*(Note: current `build-manifest.ts` omits artist/movement and doesn’t print a summary. Agents should propose a diff to add those fields and the summary when asked.)*
+
+## 10) CI / Automation
+
+- Current CI runs: `validate:styles`.
+- Agents should propose (in a PR when requested) adding:
+  - `pnpm run build:manifest` to CI,
+  - `pnpm run validate:readme` (once the small README validator exists),
+  - Optional strict job: `validate:styles --strict`.
+
+## 11) Red-flags & auto-escalation
+
+- Missing frontmatter/sections → propose a patch.
+
+- > 3 ratios → warn to reduce for curation.
+
+- Any suggestion to add frames/signatures/logos → stop and ask.
+
+## 12) Troubleshooting for agents
+
+- `TS5109` or ESM issues → use `tsconfig.scripts.json` (CommonJS) as already configured.
+- Empty manifest → only `_TEMPLATE.md` present; add real styles.
+- README truncation → restore from authoritative block; add README validator.
+
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 257cc61..22e7802 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,258 +1,263 @@
-# Contributing to MuseoMorph
-
-First off, thank you! 🎉 MuseoMorph is a **playful art lab** that lives and breathes through community style packs, prompt refinements, and small UX improvements.
-
-This guide explains how to:
-
-- Add a **new style** using Markdown (the source of truth)
-- Validate that your file works end-to-end
-- Open a clear PR that we can merge quickly
-
-------
-
-## Table of Contents
-
-1. [Project Principles](#project-principles)
-2. [Add a New Style (Markdown)](#add-a-new-style-markdown)
-3. [Frontmatter Schema](#frontmatter-schema)
-4. [Required Sections (1→8)](#required-sections-18)
-5. [Safety & Guardrails](#safety--guardrails)
-6. [Local Dev & Validation](#local-dev--validation)
-7. [Pull Request Checklist](#pull-request-checklist)
-8. [Commit & PR Conventions](#commit--pr-conventions)
-9. [License & Attribution](#license--attribution)
-
-------
-
-## Project Principles
-
-- **Interpretation, not reproduction.** No signatures, logos, brand marks, or presentation frames in outputs.
-- **Respect for artists & history.** Each style should include a short educational blurb (era, figures, themes).
-- **Markdown is the source of truth.** The app parses styles from `/styles/*.md` and builds a manifest.
-- **Frictionless for users.** Keep options minimal; encode complexity in the prompt scaffold.
-- **Open source, privacy-first.** Runs locally; users bring their own API key.
-
-------
-
-## Add a New Style (Markdown)
-
-1. Create a new file under:
+# Contributing to MuseoMorph
+
+First off, thank you! 🎉 MuseoMorph is a **playful art lab** that lives and breathes through community style packs, prompt refinements, and small UX improvements.
+
+This guide explains how to:
+
+- Add a **new style** using Markdown (the source of truth)
+- Validate that your file works end-to-end
+- Open a clear PR that we can merge quickly
+
+------
+
+## Table of Contents
+
+1. [Project Principles](#project-principles)
+2. [Add a New Style (Markdown)](#add-a-new-style-markdown)
+3. [Frontmatter Schema](#frontmatter-schema)
+4. [Required Sections (1→8)](#required-sections-18)
+5. [Safety & Guardrails](#safety--guardrails)
+6. [Local Dev & Validation](#local-dev--validation)
+7. [Pull Request Checklist](#pull-request-checklist)
+8. [Commit & PR Conventions](#commit--pr-conventions)
+9. [License & Attribution](#license--attribution)
+
+------
+
+## Project Principles
+
+- **Interpretation, not reproduction.** No signatures, logos, brand marks, or presentation frames in outputs.
+- **Respect for artists & history.** Each style should include a short educational blurb (era, figures, themes).
+- **Markdown is the source of truth.** The app parses styles from `styles/**/*.md` and builds a manifest.
+- **Frictionless for users.** Keep options minimal; encode complexity in the prompt scaffold.
+- **Open source, privacy-first.** Runs locally; users bring their own API key.
+
+------
+
+## Add a New Style (Markdown)
+
+1. Decide which `group` your style belongs to (matches the `group` frontmatter). Create or reuse the folder slug under `styles/`, then add your file:
 
    ```
-   /styles/<your_style_id>.md
+   /styles/<group_slug>/<your_style_id>.md
    ```
 
    Example:
 
    ```
-   /styles/dutch_golden_age_profiles.md
-   /styles/modern_age_comic_prompts.md
-   ```
-
-2. Start with **frontmatter** (YAML) followed by the **Required Sections** (see below).
-
-3. Keep your tone *museum-grade but approachable*. Avoid slang or subjective claims—focus on verifiable technique, materials, composition, and guardrails.
-
-4. **Educational blurb is semi-mandatory.** Add 2–6 sentences that help a curious reader understand the style/movement/artist.
-
-------
-
-## Frontmatter Schema
-
-Each style **must** include the following keys. Optional keys have sensible defaults.
-
-```yaml
----
-id: vermeer                      # unique, lowercase, no spaces
-group: "Dutch Golden Age"        # collection/family shown in UI
-display_name: "Johannes Vermeer — Optical Light Master"
-
-# UI controls derive from these:
-ratios: ["3:4","4:5","4:3","1:1"]          # allowed aspect ratios
-modes: ["Intimate Portrait","Room Interior"]# curated mode names
-
-# Safety controls (enforced in composer/validation):
-safety_profile:
-  - no_nudity
-  - no_gore
-  - no_logos
-  - no_watermarks
-  - minors_modest
-  - gender_respect
-
-# Multi-subject hints (optional, recommended):
-multi_subject:
-  allowed: true
-  max_subjects: 3
-  layout_hint: "Primary left, secondary right, soft overlap"
-  identity_priority: ["silhouette","gesture","face-proportions"]
-
-# Short educational blurb (required; 2–6 sentences):
-about: >
-  Mid-17th century Dutch painting emphasizing optical light, quiet interiors,
-  and material subtlety. Vermeer’s approach balances luminous glazing,
-  camera obscura-like optics, and restrained palette choices.
-
-# (Optional) notes for maintainers:
-notes: >
-  Avoid modern “HDR” sheen; reinforce glazing, grounded pigments, and linen canvas texture.
----
-```
-
-**Frontmatter tips**
-
-- Keep `id` stable; changing it breaks links/manifests.
-- `modes` should be meaningful, not synonyms (e.g., “Studio vs. Street” is better than “Mode A vs. Mode B”).
-- `about` is user-facing. Think museum label: short, factual, inviting.
-
-------
-
-## Required Sections (1→8)
-
-Your Markdown body follows the frontmatter and **must** include these H2 headings, in order. The exact titles matter (the parser keys on them).
-
-```md
-## 1) Core Instruction & Likeness Mandate
-(Style-first re-draw command; how likeness is preserved without copying IP.)
-
-## 2) Canvas Strategy & Aspect Ratio Control
-(How to recompose to the selected ratio; framing, negative space, scale.)
-
-## 3) Style Context & Material Authenticity
-(Materials: pigments, medium, paper/canvas/stock; historical cues.)
-
-## 4) Technical Method & Mark-Making
-(Brush/pen/line behavior; texture; stroke direction; print/photographic process.)
-
-## 5) Wardrobe, Props & Setting Conventions
-(Period-appropriate clothing; props; background motifs; avoid logos/brands.)
-
-## 6) Safety & IP Constraints (Hard Rules)
-(No nudity/gore/logos/signatures/frames; minors modest; gender respect; re-gen if violated.)
-
-## 7) Composition & Lighting Patterns
-(Preferred angles, depth, focal hierarchy, light keys; subject placement.)
-
-## 8) Typography & Text Integration (If Historically Present)
-(Only if authentic to the style—e.g., posters/comics. Otherwise say “No text.”)
-```
-
-> If a section is not applicable, include it anyway and write **“Not applicable for this style.”** (The app expects all 8.)
-
-------
-
-## Safety & Guardrails
-
-- **No frames, signatures, logos, or brand marks** in the generated image.
-- **Respect age & gender presentation**; minors modest; avoid sexualization.
-- **Violence/gore**: avoid unless historically essential *and* within policy; default is **disallow**.
-- **Multiple subjects**: when selected, each subject must remain distinct (no face-merging).
-- **Interpretive drift** happens. The app may suggest a retry; users can open an issue if it persists.
-
-------
-
-## Local Dev & Validation
-
-> You don’t need to be a coder—just follow these steps.
-
-1. **Install prerequisites**
-
-   - Node 18+, Rust + Cargo, pnpm/npm, (optional) Git.
-
-2. **Build the style manifest**
-
-   ```bash
-   pnpm install          # or npm install
-   pnpm run build:manifest
-   ```
-
-   This scans `/styles/*.md` and generates `manifest.json`. Fix any reported schema/section errors.
-
-3. **Run the app (dev)**
-
-   ```bash
-   pnpm run dev          # Vite frontend
-   # in another terminal
-   cargo tauri dev       # Tauri backend (Rust)
+   /styles/dutch_golden_age/rembrandt_chiaroscuro_portrait.md
+   /styles/modern_age_comics/jim_lee_crosshatch_superhero.md
    ```
 
-4. **Self-check**
-
-   - Your new style appears in the **Collections** grid.
-   - The style detail page renders your Markdown with all 8 sections.
-   - Ratios/modes show up as controls.
-   - Generate a test image (bring your API key).
-
-5. **Prompt snapshot test (optional, recommended)**
-
-   - Some contributors run a test script that composes the final prompt and compares it to a stored snapshot:
-
-     ```bash
-     pnpm run test:prompts
-     ```
-
-   - If the snapshot differs, inspect changes (may be intentional).
-
-------
-
-## Pull Request Checklist
-
-Before opening a PR, verify:
-
--  File added under `/styles/<id>.md` with valid **frontmatter**
--  All **8 sections** present and in order (see above)
--  **Educational blurb** (`about`) included (2–6 sentences)
--  **Safety constraints** are explicit in Section 6
--  Uses **neutral, museum-grade language** (no slang, no brand claims)
--  No external frames/signatures/logos appear in examples or text
--  `pnpm run build:manifest` passes with **no errors**
--  (Optional) Prompt snapshot tests pass
--  PR description explains the style’s intent + any special notes
-
-------
-
-## Commit & PR Conventions
-
-**Commit style** (loose, human-friendly is fine):
-
-- `style: add vermeer optical light master`
-- `docs: add educational blurb to impressionism`
-- `fix: reinforce no-logo rule in comics section 6`
-
-**PR template** (use this text in your PR description):
-
-```
-### What’s added
-- New style: <Display Name> (<id>)
-- Group: <Collection>
-
-### Educational blurb
-<2–6 sentence blurb>
-
-### Notable constraints
-- (e.g.) No captions; enforce linen canvas texture; restrict palette to earths+lead white
-
-### Testing
-- build:manifest ✅
-- dev run ✅ (Windows/macOS/Linux)
-- prompt snapshot (optional) ✅/N/A
-```
-
-------
-
-## License & Attribution
-
-By contributing, you agree that your submissions are licensed under the repo’s open-source licenses (MIT/Apache-2.0). Please:
-
-- Ensure **style texts are your own writing** (no copy-pastes from copyrighted sources).
-- Credit upstream tools when relevant (e.g., citing a public pigment chart you derived *in your own words*).
-- Avoid adding third-party assets (images, fonts) unless their licenses allow redistribution in open source (and include proper attribution).
-
-------
-
-### Questions?
-
-Open an Issue with `[question]` in the title, or start a Discussion. We’re friendly. 😊
-
-------
-
+   > **Tip:** slugify the folder name (lowercase, `_` between words). If you introduce a brand-new `group`, create the matching folder before saving the style.
+
+2. Start with **frontmatter** (YAML) followed by the **Required Sections** (see below).
+
+3. Keep your tone *museum-grade but approachable*. Avoid slang or subjective claims—focus on verifiable technique, materials, composition, and guardrails.
+
+4. **Educational blurb is semi-mandatory.** Add 2–6 sentences that help a curious reader understand the style/movement/artist.
+
+5. Refer to `/docs/Universal_Prompt_Framework_v4.2.md` for full section definitions and constraints. Use `/styles/_TEMPLATE.md` as your working scaffold.
+   - Need ratios for stained glass, murals, Orphism, or new comic eras? See the freshly expanded tables in `/docs/ratio_policy.md` before locking your list.
+
+------
+
+## Frontmatter Schema
+
+Each style **must** include the following keys. Optional keys have sensible defaults.
+
+```yaml
+---
+id: vermeer                      # unique, lowercase, no spaces
+group: "Dutch Golden Age"        # collection/family shown in UI
+display_name: "Johannes Vermeer — Optical Light Master"
+
+# UI controls derive from these:
+ratios: ["3:4","4:5","4:3","1:1"]          # allowed aspect ratios
+modes: ["Intimate Portrait","Room Interior"]# curated mode names
+
+# Safety controls (enforced in composer/validation):
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+
+# Multi-subject hints (optional, recommended):
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "Primary left, secondary right, soft overlap"
+  identity_priority: ["silhouette","gesture","face-proportions"]
+
+# Short educational blurb (required; 2–6 sentences):
+about: >
+  Mid-17th century Dutch painting emphasizing optical light, quiet interiors,
+  and material subtlety. Vermeer’s approach balances luminous glazing,
+  camera obscura-like optics, and restrained palette choices.
+
+# (Optional) notes for maintainers:
+notes: >
+  Avoid modern “HDR” sheen; reinforce glazing, grounded pigments, and linen canvas texture.
+---
+```
+
+**Frontmatter tips**
+
+- Keep `id` stable; changing it breaks links/manifests.
+- `modes` should be meaningful, not synonyms (e.g., “Studio vs. Street” is better than “Mode A vs. Mode B”).
+- `about` is user-facing. Think museum label: short, factual, inviting.
+
+------
+
+## Required Sections (1→8)
+
+Your Markdown body follows the frontmatter and **must** include these H2 headings, in order. The exact titles matter (the parser keys on them).
+
+```md
+## 1) Core Instruction & Likeness Mandate
+(Style-first re-draw command; how likeness is preserved without copying IP.)
+
+## 2) Canvas Strategy & Aspect Ratio Control
+(How to recompose to the selected ratio; framing, negative space, scale.)
+
+## 3) Style Context & Material Authenticity
+(Materials: pigments, medium, paper/canvas/stock; historical cues.)
+
+## 4) Technical Method & Mark-Making
+(Brush/pen/line behavior; texture; stroke direction; print/photographic process.)
+
+## 5) Wardrobe, Props & Setting Conventions
+(Period-appropriate clothing; props; background motifs; avoid logos/brands.)
+
+## 6) Safety & IP Constraints (Hard Rules)
+(No nudity/gore/logos/signatures/frames; minors modest; gender respect; re-gen if violated.)
+
+## 7) Composition & Lighting Patterns
+(Preferred angles, depth, focal hierarchy, light keys; subject placement.)
+
+## 8) Typography & Text Integration (If Historically Present)
+(Only if authentic to the style—e.g., posters/comics. Otherwise say “No text.”)
+```
+
+> If a section is not applicable, include it anyway and write **“Not applicable for this style.”** (The app expects all 8.)
+
+------
+
+## Safety & Guardrails
+
+- **No frames, signatures, logos, or brand marks** in the generated image.
+- **Respect age & gender presentation**; minors modest; avoid sexualization.
+- **Violence/gore**: avoid unless historically essential *and* within policy; default is **disallow**.
+- **Multiple subjects**: when selected, each subject must remain distinct (no face-merging).
+- **Interpretive drift** happens. The app may suggest a retry; users can open an issue if it persists.
+
+------
+
+## Local Dev & Validation
+
+> You don’t need to be a coder—just follow these steps.
+
+1. **Install prerequisites**
+
+   - Node 18+, Rust + Cargo, pnpm/npm, (optional) Git.
+
+2. **Build the style manifest**
+
+   ```bash
+   pnpm install          # or npm install
+   pnpm run build:manifest
+   ```
+
+  This scans `styles/**/*.md` and generates `manifest.json`. Fix any reported schema/section errors.
+
+3. **Run the app (dev)**
+
+   ```bash
+   pnpm run dev          # Vite frontend
+   # in another terminal
+   cargo tauri dev       # Tauri backend (Rust)
+   ```
+
+4. **Self-check**
+
+   - Your new style appears in the **Collections** grid.
+   - The style detail page renders your Markdown with all 8 sections.
+   - Ratios/modes show up as controls.
+   - Generate a test image (bring your API key).
+
+5. **Prompt snapshot test (optional, recommended)**
+
+   - Some contributors run a test script that composes the final prompt and compares it to a stored snapshot:
+
+     ```bash
+     pnpm run test:prompts
+     ```
+
+   - If the snapshot differs, inspect changes (may be intentional).
+
+------
+
+## Pull Request Checklist
+
+Before opening a PR, verify:
+
+-  File added under `styles/<group_slug>/<id>.md` with valid **frontmatter**
+-  All **8 sections** present and in order (see above)
+-  **Educational blurb** (`about`) included (2–6 sentences)
+-  **Safety constraints** are explicit in Section 6
+-  Uses **neutral, museum-grade language** (no slang, no brand claims)
+-  No external frames/signatures/logos appear in examples or text
+-  `pnpm run build:manifest` passes with **no errors**
+-  (Optional) Prompt snapshot tests pass
+-  PR description explains the style’s intent + any special notes
+
+------
+
+## Commit & PR Conventions
+
+**Commit style** (loose, human-friendly is fine):
+
+- `style: add vermeer optical light master`
+- `docs: add educational blurb to impressionism`
+- `fix: reinforce no-logo rule in comics section 6`
+
+**PR template** (use this text in your PR description):
+
+```
+### What’s added
+- New style: <Display Name> (<id>)
+- Group: <Collection>
+
+### Educational blurb
+<2–6 sentence blurb>
+
+### Notable constraints
+- (e.g.) No captions; enforce linen canvas texture; restrict palette to earths+lead white
+
+### Testing
+- build:manifest ✅
+- dev run ✅ (Windows/macOS/Linux)
+- prompt snapshot (optional) ✅/N/A
+```
+
+------
+
+## License & Attribution
+
+By contributing, you agree that your submissions are licensed under the repo’s open-source licenses (MIT/Apache-2.0). Please:
+
+- Ensure **style texts are your own writing** (no copy-pastes from copyrighted sources).
+- Credit upstream tools when relevant (e.g., citing a public pigment chart you derived *in your own words*).
+- Avoid adding third-party assets (images, fonts) unless their licenses allow redistribution in open source (and include proper attribution).
+
+------
+
+### Questions?
+
+Open an Issue with `[question]` in the title, or start a Discussion. We’re friendly. 😊
+
+------
+
diff --git a/README.md b/README.md
index 0c80bd8..3e32cd6 100644
--- a/README.md
+++ b/README.md
@@ -1,116 +1,71 @@
-# 🎨 MuseoMorph
-
-*A playful art lab for transforming your likeness into authentic, museum-style artwork*
-
-![License](https://img.shields.io/badge/License-MIT%2FApache--2.0-blue)
- ![Platform](https://img.shields.io/badge/Platform-Windows%20%7C%20macOS%20%7C%20Linux-lightgrey)
- ![Framework](https://img.shields.io/badge/Built%20With-Tauri%20%7C%20Vite%20%7C%20TypeScript-green)
- ![Prompt Framework](https://img.shields.io/badge/Prompt%20Framework-v4.2-purple)
- ![Status](https://img.shields.io/badge/Status-Experimental-orange)
-
-------
-
-## ✨ Why MuseoMorph?
-
-MuseoMorph is an open-source desktop app that transforms your photo into artwork inspired by the great artists and movements of history.
-
-This project grew out of months of experimenting with Google’s **NanoBanana** image model. Early attempts with loose prompts (“make me look like Van Gogh”) produced outputs that felt plasticky and modern — closer to filters than paintings. Through trial and error, I learned that:
-
-- **Loose prompts → generic defaults.**
-- **Tight, detailed prompts → better authenticity.**
-- **Iterative refinement is essential.**
-
-MuseoMorph encodes those lessons into the **Universal Museum-Grade Prompt Framework (v4.2)** — a scaffold designed to respect artists’ materials, methods, and contexts.
-
-MuseoMorph is not about counterfeiting or reproducing real works. No frames, no logos, no signatures. It’s about playful interpretation — a **toy-like art lab** that also invites users to learn about art history.
-
-------
-
-## 🖼️ Features
-
-- **Museum-inspired UX:** Landing page with collections, gallery-style style pages, and clean detail views.
-- **Markdown-driven styles:** Each `.md` file encodes ratios, modes, flags, and educational blurbs. Drop one in → app auto-detects it.
-- **Multi-subject support:** Works with single portraits or group photos (manual face detection by default; auto toggle available).
-- **Respectful prompts:** Guardrails for age, gender, wardrobe, and IP safety.
-- **Local-first:** Runs fully on your computer. No image uploads.
-- **Your API key, your control:** Start with Gemini/NanoBanana. Other providers may be added later.
-
-------
-
-## 📚 Learn as You Play
-
-Each collection and style page includes short educational blurbs:
-
-- When the movement began
-- Key figures and themes
-- What made it distinctive
-
-Click into an artist for more detail. Think of it as browsing the **Met** or **MoMA** websites — curated and inviting — with the bonus that you can put yourself in the art.
-
-MuseoMorph is a **playful art lab**: fun first, but also a way to appreciate the craft of artists.
-
-------
-
-## 🚀 Getting Started
-
-1. **Download MuseoMorph** (cross-platform builds coming via Tauri).
-2. **Add your API key** (Gemini/NanoBanana to start).
-3. **Upload a photo → Pick a style → Generate.**
-
-------
-
-## 📂 Repo Structure
-
-```text
-museomorph/
-├── styles/                  # Markdown prompt frameworks (source of truth)
-│   ├── impressionism_art_analysis.md
-│   ├── dutch_golden_age_profiles.md
-│   ├── modern_age_comic_prompts.md
-│   └── ...
-├── scripts/                 # Build utilities
-│   └── build-manifest.ts    # Generates manifest.json from /styles
-├── src/                     # Frontend (Vite + TSX React)
-│   ├── ui/                  # Museum-style UI components
-│   ├── lib/                 # Prompt composer, markdown loader
-│   └── App.tsx
-├── src-tauri/               # Tauri backend (Rust)
-│   ├── cmd.rs               # Image generation + key storage
-│   └── Cargo.toml
-├── docs/                    # Documentation (PRD, guides, design notes)
-│   └── PRD.md
-├── manifest.json            # Auto-generated style manifest
-├── package.json
-└── README.md
-```
-
-------
-
-## 🤝 Contributing
-
-MuseoMorph grows through community effort:
-
-- Add new **Markdown style frameworks**.
-- Improve educational blurbs.
-- Refine prompts when drift is reported.
-- Open issues for prompt or output oddities.
-
-------
-
-## 🙏 Acknowledgments
-
-MuseoMorph builds on the work of many:
-
-- **Google Gemini / NanoBanana** for providing the core image model.
-- **Intel YuNet (ONNX)** for lightweight, open-source face detection.
-- **Tauri, Vite, TypeScript, and Rust** for the cross-platform app framework.
-- **Open-source contributors** who refine styles and markdowns.
-- And above all: **the artists themselves** — past and present — whose craft, innovation, and toil inspire this project. MuseoMorph is created out of love and respect for their work, and with the hope that more people will discover and appreciate it.
-
-------
-
-## 📜 License
-
-Open source under MIT/Apache-2.0.
- All style frameworks are for **educational and playful purposes only** — not reproductions, not forgeries.
-
+# 🎨 MuseoMorph
+
+*A playful art lab for transforming your likeness into authentic, museum-style artwork*
+
+![License](https://img.shields.io/badge/License-MIT%2FApache--2.0-blue)
+ ![Platform](https://img.shields.io/badge/Platform-Windows%20%7C%20macOS%20%7C%20Linux-lightgrey)
+ ![Framework](https://img.shields.io/badge/Built%20With-Tauri%20%7C%20Vite%20%7C%20TypeScript-green)
+ ![Prompt Framework](https://img.shields.io/badge/Prompt%20Framework-v4.2-purple)
+ ![Status](https://img.shields.io/badge/Status-Experimental-orange)
+
+------
+
+## ✨ Why MuseoMorph?
+
+MuseoMorph is an open-source desktop app that transforms your photo into artwork inspired by the great artists and movements of history.
+
+This project grew out of months of experimenting with Google’s **NanoBanana** image model. Early attempts with loose prompts (“make me look like Van Gogh”) produced outputs that felt plasticky and modern — closer to filters than paintings. Through trial and error, I learned that:
+
+- **Loose prompts → generic defaults.**
+- **Tight, detailed prompts → better authenticity.**
+- **Iterative refinement is essential.**
+
+MuseoMorph encodes those lessons into the **Universal Museum-Grade Prompt Framework (v4.2)** — a scaffold designed to respect artists’ materials, methods, and contexts.
+
+MuseoMorph is not about counterfeiting or reproducing real works. No frames, no logos, no signatures. It’s about playful interpretation — a **toy-like art lab** that also invites users to learn about art history.
+
+------
+
+## 🖼️ Features
+
+- **Museum-inspired UX:** Landing page with collections, gallery-style style pages, and clean detail views.
+- **Markdown-driven styles:** Each `.md` file encodes ratios, modes, flags, and educational blurbs. Drop one in → app auto-detects it.
+- **Multi-subject support:** Works with single portraits or group photos (manual face detection by default; auto toggle available).
+- **Respectful prompts:** Guardrails for age, gender, wardrobe, and IP safety.
+- **Local-first:** Runs fully on your computer. No image uploads.
+- **Your API key, your control:** Start with Gemini/NanoBanana. Other providers may be added later.
+
+------
+
+## 📚 Learn as You Play
+
+Each collection and style page includes short educational blurbs:
+
+- When the movement began
+- Key figures and themes
+- What made it distinctive
+
+Click into an artist for more detail. Think of it as browsing the **Met** or **MoMA** websites — curated and inviting — with the bonus that you can put yourself in the art.
+
+MuseoMorph is a **playful art lab**: fun first, but also a way to appreciate the craft of artists.
+
+------
+
+## 🚀 Getting Started
+
+1. **Download MuseoMorph** (cross-platform builds coming via Tauri).
+2. **Add your API key** (Gemini/NanoBanana to start).
+3. **Upload a photo → Pick a style → Generate.**
+
+------
+
+## 📂 Repo Structure
+
+- `index.html` – Vite entry point served during dev/build.
+- `public/` – static assets copied verbatim into output.
+- `src/` – React + Vite UI shell that surfaces collections from the generated manifest.
+- `src-tauri/` – Rust backend bootstrapped for the Tauri desktop wrapper.
+- `scripts/` – Node/TypeScript utilities for manifest generation and validation.
+- `styles/` – curated Markdown prompt frameworks consumed by the app.
+- `styles-source/` – long-form research notes and drafting material for prompts.
+
diff --git a/archive/.gitkeep b/archive/.gitkeep
new file mode 100644
index 0000000..d3f5a12
--- /dev/null
+++ b/archive/.gitkeep
@@ -0,0 +1 @@
+
diff --git a/docs/PRD.md b/docs/PRD.md
index 5e36fd3..46e96f6 100644
--- a/docs/PRD.md
+++ b/docs/PRD.md
@@ -1,121 +1,121 @@
-# MuseoMorph — Product Requirements Document (PRD)
-
-### 1. Project Overview
-
-MuseoMorph is a **playful art lab** delivered as a cross-platform desktop app (Windows, macOS, Linux) that transforms a submitted photograph into an artwork rendered in the visual language of a chosen artist, movement, or technique. Unlike generic style-transfer filters, MuseoMorph emphasizes *art-historical authenticity*. It uses structured Markdown prompt frameworks (e.g., Universal Museum-Grade Prompt Framework v4.2) to encode artist-specific characteristics such as pigments, brushwork, medium, palette constraints, and compositional strategies.
-
-Users supply their own image generation API keys (starting with Google’s NanoBanana/Gemini) to locally generate results. The app presents a **museum-inspired interface** with curated collections, style detail pages, and optional educational blurbs, balancing fun, accessibility, and art appreciation.
-
-------
-
-### 2. Problem Statement
-
-AI tools like NanoBanana often revert to **generic defaults** (plasticky, digital-looking, “stock filter” results) unless guided with very tight, detailed prompts. Current systems fail to capture the **granular historical authenticity** that makes an artist’s work recognizable beyond surface tropes.
-
-MuseoMorph addresses this by structuring prompts with explicit anchors (ratios, flags, pigments, techniques, constraints), ensuring outputs feel like genuine interpretations of historical methods rather than shallow imitations. It reframes AI as a **respectful interpreter** of art history — playful, but not cheesy; educational, but not academic.
-
-------
-
-### 3. Goals & Objectives
-
-- **Authenticity Benchmark:** ≥80% of styles meet internal rubric for palette fidelity, material simulation, and likeness preservation.
-- **Style Coverage:** Ship ≥20 styles at launch, organized into collections (Comics, Dutch Golden Age, Impressionism, etc.). Expand iteratively.
-- **Frictionless UX:** Casual users can go from photo → result in under 2 minutes.
-- **Local-First:** $0 hosting cost; runs fully on desktop with user-supplied API keys.
-- **Cross-Platform:** Tauri desktop app builds for Windows, macOS, Linux.
-- **Museum-Style UX:** Landing page, curated collections, gallery-style detail pages.
-- **Extensibility:** Drop-in Markdown style files with frontmatter; app auto-indexes and surfaces them.
-
-------
-
-### 4. Target Users
-
-- **Primary:** Casual art enthusiasts and everyday users who want to see themselves in unusual art styles and share playful results.
-- **Secondary:** Creative professionals (illustrators, educators, designers) who may use MuseoMorph as inspiration or teaching material.
-- **User Characteristics:** Non-technical, curious, value fun and authenticity; drawn to museum-like presentation.
-
-------
-
-### 5. Key Features & Requirements
-
-- **Markdown-Driven Styles:** Styles loaded from `/styles/*.md`, parsed into manifest.json.
-- **Universal Framework Compliance:** Sections 1–8 enforced with flags, ratios, constraints.
-- **Photo Input:** Single or multiple images.
-- **Face Detection:** YuNet ONNX (Apache 2.0), CPU-only; manual selection is default, auto available as toggle.
-- **Multi-Subject Support:** Selector UI + “Multi-Subject Directive” injection in prompts.
-- **Result Viewer:** Display result with option to save; metadata caption styled like museum label.
-- **Security:** API keys stored in OS keychain (via Rust); all generation local.
-- **Output Handling:** Request best resolution allowed by provider; no size selector in MVP.
-- **Museum-Inspired UX:**
-  - Landing page with curated collections.
-  - Style detail pages show Markdown scaffold + controls.
-  - Educational blurbs semi-mandatory (era, context, key figures).
-- **Constraints Enforcement:**
-  - No frames, no signatures/logos, no brand elements.
-  - Respect age, gender, wardrobe guardrails.
-  - Auto-regeneration offered as a user option (not default) to avoid wasting provider quota.
-
-------
-
-### 6. User Stories
-
-- **As an art lover,** I want MuseoMorph’s homepage to feel like the Met or MoMA websites, so I feel immersed in an art experience.
-- **As a casual user,** I want to browse curated collections (e.g., Dutch Golden Age, Comics) so I can easily explore without being overwhelmed.
-- **As a first-time user,** I want to upload a photo and generate an artwork in one click, so I can enjoy the transformation with no setup.
-- **As a group of friends,** we want to upload a photo with multiple faces and have all of us included, so we can generate a shared portrait.
-- **As a casual user,** I want to save and share my results, so I can show others how I look in a Vermeer, a Jim Lee comic, or a fashion photo.
-- **As a creative pro,** I want to read the style descriptions, so I can learn about techniques and use them for teaching or inspiration.
-
-------
-
-### 7. Success Metrics
-
-- **Qualitative:** Users feel authenticity, delight, and fun; flows are frictionless; app feels like a playful art lab, not a technical tool.
-- **Community Signals:** GitHub stars, style contributions, organic sharing of results.
-- **Internal Rubric:** Developers validate authenticity with internal tests; framework evolves (v4.2 → future).
-- **No User Burden:** No in-app surveys, ratings, or forced feedback loops.
-
-------
-
-### 8. Assumptions & Constraints
-
-- **Assumptions:**
-  - Non-commercial, leisure-focused; cost target = $0.
-  - Users provide their own API keys; local-first runtime.
-  - Markdown frameworks (e.g., Universal Prompt v4.2) serve as prompt source of truth.
-- **Technical Constraints:**
-  - Provider limits resolution, latency, fidelity.
-  - Face detection = YuNet ONNX, CPU-only; fallback to manual.
-  - Prompts must enforce framework guardrails; silent validation applies.
-  - App must run on mid-tier laptops (no GPU required).
-- **Operational Constraints:**
-  - No frames, signatures, or logos in output (disclaimed if provider fails).
-  - No telemetry beyond minimal error counts.
-  - Iterative prompt framework updates required for authenticity improvements.
-
-------
-
-### 9. Dependencies & Risks
-
-- **Dependencies:**
-  - Provider APIs (NanoBanana/Gemini first).
-  - YuNet ONNX for face detection.
-  - Tauri + Rust ecosystem.
-  - Structured Markdown frameworks.
-- **Risks:**
-  - Provider changes (resolution limits, quotas).
-  - CPU performance variability.
-  - Interpretive drift (sometimes feature, sometimes bug).
-  - IP/cultural concerns if styles aren’t curated carefully.
-  - User expectation mismatch (thinking results are “real” reproductions).
-  - Complexity of maintaining prompt frameworks across all styles.
-
-------
-
-### 10. Open Questions (Resolved Directions)
-
-1. **Educational Layer:** Semi-mandatory. Landing pages show era/context blurbs; artist pages provide deeper “click to know more” details.
-2. **Interpretive Drift:** Framed as part of the experiment. Users encouraged to retry or log GitHub issues for prompt refinements.
-3. **Face Detection Default:** Manual by default; auto available as toggle.
-4. **Signatures/Logos:** Disclaimer in README; no auto-regeneration by default (user decides).
-5. **Identity:** MuseoMorph is a **playful art lab** — fun-first, educational-second.
\ No newline at end of file
+# MuseoMorph — Product Requirements Document (PRD)
+
+### 1. Project Overview
+
+MuseoMorph is a **playful art lab** delivered as a cross-platform desktop app (Windows, macOS, Linux) that transforms a submitted photograph into an artwork rendered in the visual language of a chosen artist, movement, or technique. Unlike generic style-transfer filters, MuseoMorph emphasizes *art-historical authenticity*. It uses structured Markdown prompt frameworks (e.g., Universal Museum-Grade Prompt Framework v4.2) to encode artist-specific characteristics such as pigments, brushwork, medium, palette constraints, and compositional strategies.
+
+Users supply their own image generation API keys (starting with Google’s NanoBanana/Gemini) to locally generate results. The app presents a **museum-inspired interface** with curated collections, style detail pages, and optional educational blurbs, balancing fun, accessibility, and art appreciation.
+
+------
+
+### 2. Problem Statement
+
+AI tools like NanoBanana often revert to **generic defaults** (plasticky, digital-looking, “stock filter” results) unless guided with very tight, detailed prompts. Current systems fail to capture the **granular historical authenticity** that makes an artist’s work recognizable beyond surface tropes.
+
+MuseoMorph addresses this by structuring prompts with explicit anchors (ratios, flags, pigments, techniques, constraints), ensuring outputs feel like genuine interpretations of historical methods rather than shallow imitations. It reframes AI as a **respectful interpreter** of art history — playful, but not cheesy; educational, but not academic.
+
+------
+
+### 3. Goals & Objectives
+
+- **Authenticity Benchmark:** ≥80% of styles meet internal rubric for palette fidelity, material simulation, and likeness preservation.
+- **Style Coverage:** Ship ≥20 styles at launch, organized into collections (Comics, Dutch Golden Age, Impressionism, etc.). Expand iteratively.
+- **Frictionless UX:** Casual users can go from photo → result in under 2 minutes.
+- **Local-First:** $0 hosting cost; runs fully on desktop with user-supplied API keys.
+- **Cross-Platform:** Tauri desktop app builds for Windows, macOS, Linux.
+- **Museum-Style UX:** Landing page, curated collections, gallery-style detail pages.
+- **Extensibility:** Drop-in Markdown style files with frontmatter; app auto-indexes and surfaces them.
+
+------
+
+### 4. Target Users
+
+- **Primary:** Casual art enthusiasts and everyday users who want to see themselves in unusual art styles and share playful results.
+- **Secondary:** Creative professionals (illustrators, educators, designers) who may use MuseoMorph as inspiration or teaching material.
+- **User Characteristics:** Non-technical, curious, value fun and authenticity; drawn to museum-like presentation.
+
+------
+
+### 5. Key Features & Requirements
+
+- **Markdown-Driven Styles:** Styles loaded from `styles/**/*.md`, parsed into manifest.json.
+- **Universal Framework Compliance:** Sections 1–8 enforced with flags, ratios, constraints.
+- **Photo Input:** Single or multiple images.
+- **Face Detection:** YuNet ONNX (Apache 2.0), CPU-only; manual selection is default, auto available as toggle.
+- **Multi-Subject Support:** Selector UI + “Multi-Subject Directive” injection in prompts.
+- **Result Viewer:** Display result with option to save; metadata caption styled like museum label.
+- **Security:** API keys stored in OS keychain (via Rust); all generation local.
+- **Output Handling:** Request best resolution allowed by provider; no size selector in MVP.
+- **Museum-Inspired UX:**
+  - Landing page with curated collections.
+  - Style detail pages show Markdown scaffold + controls.
+  - Educational blurbs semi-mandatory (era, context, key figures).
+- **Constraints Enforcement:**
+  - No frames, no signatures/logos, no brand elements.
+  - Respect age, gender, wardrobe guardrails.
+  - Auto-regeneration offered as a user option (not default) to avoid wasting provider quota.
+
+------
+
+### 6. User Stories
+
+- **As an art lover,** I want MuseoMorph’s homepage to feel like the Met or MoMA websites, so I feel immersed in an art experience.
+- **As a casual user,** I want to browse curated collections (e.g., Dutch Golden Age, Comics) so I can easily explore without being overwhelmed.
+- **As a first-time user,** I want to upload a photo and generate an artwork in one click, so I can enjoy the transformation with no setup.
+- **As a group of friends,** we want to upload a photo with multiple faces and have all of us included, so we can generate a shared portrait.
+- **As a casual user,** I want to save and share my results, so I can show others how I look in a Vermeer, a Jim Lee comic, or a fashion photo.
+- **As a creative pro,** I want to read the style descriptions, so I can learn about techniques and use them for teaching or inspiration.
+
+------
+
+### 7. Success Metrics
+
+- **Qualitative:** Users feel authenticity, delight, and fun; flows are frictionless; app feels like a playful art lab, not a technical tool.
+- **Community Signals:** GitHub stars, style contributions, organic sharing of results.
+- **Internal Rubric:** Developers validate authenticity with internal tests; framework evolves (v4.2 → future).
+- **No User Burden:** No in-app surveys, ratings, or forced feedback loops.
+
+------
+
+### 8. Assumptions & Constraints
+
+- **Assumptions:**
+  - Non-commercial, leisure-focused; cost target = $0.
+  - Users provide their own API keys; local-first runtime.
+  - Markdown frameworks (e.g., Universal Prompt v4.2) serve as prompt source of truth.
+- **Technical Constraints:**
+  - Provider limits resolution, latency, fidelity.
+  - Face detection = YuNet ONNX, CPU-only; fallback to manual.
+  - Prompts must enforce framework guardrails; silent validation applies.
+  - App must run on mid-tier laptops (no GPU required).
+- **Operational Constraints:**
+  - No frames, signatures, or logos in output (disclaimed if provider fails).
+  - No telemetry beyond minimal error counts.
+  - Iterative prompt framework updates required for authenticity improvements.
+
+------
+
+### 9. Dependencies & Risks
+
+- **Dependencies:**
+  - Provider APIs (NanoBanana/Gemini first).
+  - YuNet ONNX for face detection.
+  - Tauri + Rust ecosystem.
+  - Structured Markdown frameworks.
+- **Risks:**
+  - Provider changes (resolution limits, quotas).
+  - CPU performance variability.
+  - Interpretive drift (sometimes feature, sometimes bug).
+  - IP/cultural concerns if styles aren’t curated carefully.
+  - User expectation mismatch (thinking results are “real” reproductions).
+  - Complexity of maintaining prompt frameworks across all styles.
+
+------
+
+### 10. Open Questions (Resolved Directions)
+
+1. **Educational Layer:** Semi-mandatory. Landing pages show era/context blurbs; artist pages provide deeper “click to know more” details.
+2. **Interpretive Drift:** Framed as part of the experiment. Users encouraged to retry or log GitHub issues for prompt refinements.
+3. **Face Detection Default:** Manual by default; auto available as toggle.
+4. **Signatures/Logos:** Disclaimer in README; no auto-regeneration by default (user decides).
+5. **Identity:** MuseoMorph is a **playful art lab** — fun-first, educational-second.
diff --git a/docs/Universal_Prompt_Framework_v4.2.md b/docs/Universal_Prompt_Framework_v4.2.md
new file mode 100644
index 0000000..6349343
--- /dev/null
+++ b/docs/Universal_Prompt_Framework_v4.2.md
@@ -0,0 +1,300 @@
+# Universal Museum-Grade Prompt Framework v4.2 (Enhanced)
+
+**Version:** 4.2
+ **Purpose:** A comprehensive scaffold that enforces **face, pose, scale, surface, expression, composition, and canvas control logic**, alongside medium-specific anchors with enhanced IP protection and period-accurate production methods. Enhanced with technique-specific precision based on Expressionist research.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications ("150% neck elongation", "3-5mm paint thickness") override descriptive language ("elongated", "thick paint").
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Custom Flag Authorization:** Artist-specific flags permitted when standard options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate deliberately uncomfortable or challenging aesthetics when historically accurate.
+- **Face-Treatment Flags (choose one):**
+  - *Traditional Painted:* `painterly-contour`, `fresco-matte`, `tempera-precise`, `watercolor-soft`, `acrylic-flat`, `impasto-sculptural`, `mixed-media-linear`, `nervous-animated`, `oil-fat-over-lean`, `alla-prima-direct`, `glazing-layers-buildup`
+  - *Drawing/Illustration:* `pen-crosshatch`, `brush-wash`, `charcoal-smudge`, `gouache-opaque`, `poster-ink`, `litho-wash`, `linear-anatomical-destruction`, `scratched-surface`, `interrupted-contour`, `wet-on-wet-bleed`, `dry-brush-control`
+  - *Print/Reproduction:* `engrave-hatch`, `woodblock-carved`, `silkscreen-layered`, `offset-dot`, `halftone-dot`, `lithographic-psychological`, `woodcut-primitive`, `four-color-process`, `registration-drift`, `ink-bleed-authentic`
+  - *Mosaic/Decorative:* `mosaic-tessera`, `icon-flat`, `stained-glass-lead`, `byzantine-gold`, `manuscript-miniature`, `gold-leaf-application`, `tempera-egg-based`, `gold-ground-luminous`
+  - *Digital/Modern:* `vector-crisp`, `pixel-stepped`, `digital-painted`, `3d-rendered`, `pixel-perfect-aliasing`, `palette-limited-8bit`, `sprite-grid-locked`, `halftone-newsprint`
+  - *Photographic:* `diffusion-soft`, `diffusion-glam`, `film-grain-triX`, `hard-flash`, `platinum-plate`, `color-surge`, `silver-halide-grain`, `contact-print-scale`, `darkroom-timing-marks`, `medium-format-compression`, `studio-strobe-modeling`
+  - *Cultural Specific:* `brush-loaded-single-stroke`, `ink-gradation-natural`, `silk-scroll-tension`, `manuscript-scale-precision`, `washi-absorbency`, `venetian-canvas-prep`, `amate-bark-texture`, `miniature-detail-magnification`
+  - *Revolutionary Techniques:* `comfort-violation-authorized`, `aesthetic-rebellion-required`, `conventional-beauty-prohibited`, `psychological-attack-mode`
+  - *Stylized:* `geometric-faceted`, `organic-flowing`, `caricature-exaggerated`
+- **Pose Flags (choose one):** `frontal-rigid`, `contrapposto`, `power-stance`, `candid-motion`, `foreshortened-diagonal`, `erotic-tension`, `gestural-fluid`, `psychological-tension`, `contorted-psychological`, `anatomical-rebellion`, `cultural-traditional`, `hieratic-formal`.
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`, `source-respect`.
+- **Media Hybrid Flag (optional):** `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Scale-Dependent Technique:** Viewing distance requirements affect brushwork precision and detail hierarchy.
+- **Cultural Production Authenticity:** Indigenous and traditional methods take precedence over modern interpretations.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics.
+- **Period Production Authenticity:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.).
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw in **[Style/Movement]** for **[exact format specification]**.
+- Identity via silhouette/gesture/expression.
+- **IP Safeguard Declaration:** Create original designs avoiding copyrighted elements appropriate to chosen style category.
+- Declare **Face-Treatment Flag**.
+- Declare **Pose Flag**.
+- Declare **Canvas Control Flag**.
+- Optional **Media Hybrid Flag**.
+- **Style Dominance line.**
+- **Mode Selector** (panel, cover, poster, editorial, gallery).
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION (choose one exact specification):**
+
+**PORTRAIT FORMATS:**
+
+- `3:4` (classical portrait)
+- `4:5` (Instagram portrait / van Gogh preferred)
+- `2:3` (poster/magazine cover / Kirchner urban scenes / Schiele elongated)
+- `9:16` (social story format)
+- `3:10` (Chinese scroll vertical)
+
+**LANDSCAPE FORMATS:**
+
+- `4:3` (classical landscape / Kokoschka psychological portraits)
+- `16:9` (cinematic widescreen)
+- `5:3` (panoramic view)
+- `10:3` (Chinese scroll horizontal)
+- `21:9` (ultra-widescreen)
+
+**SQUARE FORMATS:**
+
+- `1:1` (album cover/Instagram post)
+
+**SPECIALTY FORMATS:**
+
+- `2.5:3.5` (playing card)
+- `2.75:3.75` (collectible card)
+- `8.5:11` (US magazine/letter)
+- `11:17` (tabloid magazine)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** [extend-background/recompose-entirely/crop-and-center]
+- **Spatial Allocation:** Subject placement [specific position in new ratio]
+- **Background Treatment:** [how to fill new canvas space]
+- **Format Justification:** [why this ratio serves the style]
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences**.
+- **Medium/Production method** with specific material physics requirements.
+- **Thematic purpose**.
+- **3–5 hallmark motifs** with quantified specifications where applicable.
+- **Period framing**.
+- **Tone Tag**.
+- **Production Era Authenticity:** For publication styles, specify period-appropriate printing limitations, paper quality, and registration accuracy.
+- If photographic: add **Innovation line** (Lighting / Format / Processing / Collaboration).
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- *Illustrated/Painted:* line quality with tool marks, color mixing methods, texture thickness specifications, edge treatment, stroke economy with directional requirements, surface depth measurements, detail hierarchy with proportional specifications, material simulation with authentic characteristics.
+- *Photographic:* camera/lens specifications, film/ISO with grain characteristics, lighting type/power/angle with shadows, processing/post with period limitations, artifacts (grain, flare, halation) with authentic rendering.
+- *Digital:* resolution density with pixel counts, rendering method limitations, layer economy, aliasing control specifications.
+- *Publication/Print:* halftone quality with dot visibility, color registration accuracy with drift specifications, paper texture with absorption characteristics, ink bleed behavior, printing method limitations with period-appropriate imperfections.
+- **Pose Anchors:** head tilt degrees, shoulder–hip angle differential, weight distribution percentages, gesture economy with specific hand positions.
+- **Scale Hierarchy Anchor:** proportional measurements unless stylistically intentional (e.g., neck elongation 150%, paint thickness 3-5mm).
+- **Material Authenticity Anchor:** authentic medium techniques with measurable surface characteristics - no digital simulation of traditional media.
+- **Period Consistency Anchor:** all elements historically/stylistically coherent with documented production methods.
+- **Production Method Anchor:** printing/reproduction techniques authentic to declared time period with characteristic imperfections.
+- **Canvas Adaptation Anchor:** composition optimized for declared aspect ratio with format-specific layout considerations.
+
+------
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+- **Wardrobe tracks** (adult fem/masc/androgynous/youth) with period-accurate construction methods.
+- **Fabric behavior** (drape, sheen, period accuracy) with material physics considerations.
+- **Accessory caps** (Minimalist 0–2 / Elaborate 3–4) with cultural authenticity.
+- **Color palette** restrictions and period accuracy with dye technology limitations.
+- **Wardrobe variation required:** Change primary garment colors/styles between iterations - cycle through period-appropriate palette avoiding identical repetition.
+- **Props:** 1 hero + optional 1 micro (total ≤2) with cultural and period authenticity.
+- **Coherence filter:** all elements support style/period with documented historical accuracy; fallback = clean scene.
+- **YAML prop pools required** with cultural and temporal specificity.
+
+------
+
+### 6) Constraints
+
+- **Canvas Negatives (≥2):** Include ratio-specific anti-patterns:
+  - *For declared ratio:* "original aspect ratio", "source dimensions", "unmodified framing"
+  - *Medium-specific:* Include anti-digital language for traditional media, anti-harmonious language for revolutionary techniques
+  - *Publication-specific:* Include anti-modern printing language for historical publication styles
+  - *Technique-specific:* Include constraints against conventional beauty for challenging artistic movements
+- **Canvas Positives (≥2):** Include ratio enforcement:
+  - *Required:* "exactly [declared ratio]", "recomposed for [format name]"
+  - *Technique-specific:* Include authentic technique specifications with measurements
+  - *Period-specific:* Include era-appropriate production method requirements with characteristic imperfections
+  - *Process-specific:* Include material application methods and tool mark requirements
+- **Vocabulary warnings:** Avoid "ornate," "ornament," "elaborate" if frame generation is unwanted. Avoid "harmonious," "pleasant," "beautiful" for revolutionary techniques.
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Portrait Ratios (3:4, 4:5, 2:3, 9:16):** Vertical emphasis, subject dominance ≥70%, hierarchical staging with format-specific considerations
+- **For Landscape Ratios (4:3, 16:9, 5:3, 21:9):** Horizontal flow, environmental context ≥40%, panoramic staging with cultural viewing traditions
+- **For Square (1:1):** Central balance, radial composition, equal weight distribution with format-specific layout rules
+- **For Specialty Ratios:** Format-specific layout rules (card design, magazine hierarchy, scroll proportions, etc.)
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- *Illustrated/Painted:* perspective regime with cultural accuracy, grid/symmetry with period conventions, figure:ground % with style requirements, density % with viewing distance considerations, lighting logic with period techniques, detail:negative space ratio optimized for declared ratio
+- *Photographic:* framing regime (seamless, corner trap, subtractive tent, environmental) with technical limitations, lens equiv. with period equipment, film/stock anchor with characteristic artifacts, lighting logic with era-appropriate equipment, figure:ground % adapted to declared ratio, density % with printing limitations
+- *Poster/Cover:* figure dominance ≥60%, hierarchy hero > secondary > props > background, negative space zones with readability requirements, dynamic posing with format considerations, silhouette clarity in declared ratio
+- *Digital/Pixel:* resolution specifications (8×8, 16×16, HD) with palette limitations, pixel economy with hardware constraints, aliasing treatment for declared ratio
+- *Publication:* layout hierarchy with period typography, text zones with reading patterns, printing registration considerations for declared ratio
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** [wall, fresco plaster, silk scroll, canvas, screen, billboard, newsprint, magazine paper] appropriate to declared format with authentic material characteristics
+- **Frame/Band Anchor:** Only if authentic to artistic tradition (Art Nouveau posters, medieval illuminations, Persian miniatures). For painted styles: omit entirely.
+- **Production Context Anchor:** substrate and printing method appropriate to historical period and publication type with documented techniques
+- **Ratio Enforcement Anchor:** composition designed specifically for declared ratio, not adapted from different format
+
+------
+
+### 8) Typography & Text Integration
+
+- **Binary:** omit or allow.
+- **If allowed:**
+  - **Ratio-Appropriate Zones:** Layout optimized for declared aspect ratio with period-appropriate hierarchy
+  - **Copy limits:** ≤6 words/line, ≤7 coverlines positioned for declared ratio with reading pattern considerations
+  - **Period-Appropriate Typography:** fonts and typesetting methods authentic to declared time period with production limitations
+  - **Font recommendation:**
+    - Closest Google Font if ≥85% match.
+    - Otherwise cite archival/pro family as inspiration.
+    - e.g., *"Closest Google Font: Playfair Display (Didot analog, 85%). Better: HTF Didot."*
+- **Format-Specific Text Rules:**
+  - **Album cover mode:** mandatory 1:1 square, artist > title hierarchy with music industry conventions
+  - **Magazine cover mode:** optimized for declared ratio, ≤7 elements, masthead positioning with newsstand visibility
+  - **Poster mode:** text integration for declared ratio with viewing distance requirements
+  - **Museum print:** omit text entirely
+- **Historical accuracy:** fonts must match period/style with documented typography unless intentionally anachronistic.
+- **Production Method Integration:** typography rendered with period-appropriate printing limitations and registration quality with characteristic imperfections.
+
+------
+
+## ✅ Enhanced Validation Checklist (background based, do not add to prompt)
+
+- **Section 1:** Canvas Override + exact ratio declared + IP Safeguard + Style Dominance + Face Flag + Pose Flag + Canvas Control Flag
+- **Section 2:** Mandatory ratio selection + recomposition strategy + spatial allocation + background treatment + format justification
+- **Section 3:** 5 fields + tone tag + production era authenticity (+ innovation if photo)
+- **Section 4:** ≥5 anchors + measurement specifications + pose + scale + material authenticity + period consistency + production method + canvas adaptation
+- **Section 5:** Wardrobe + YAML props + variation rules + cultural authenticity
+- **Section 6:** ≥2 canvas negatives + ≥2 canvas positives + vocabulary warnings + technique-specific constraints
+- **Section 7:** Ratio-specific composition + perspective/framing regime + figure:ground + density + lighting + detail:negative space + surface context + frame policy + production context + ratio enforcement anchor
+- **Section 8:** Explicit text policy + ratio-appropriate layout + font rec + period accuracy + format-specific rules + production method integration
+- **Canvas Control:** Exact ratio specified, recomposition strategy declared, original dimensions explicitly ignored
+- **IP Protection:** Original design verified, appropriate safeguards applied per style category
+- **Props ≤2:** fallback valid
+- **Expression Anchor:** present if style depends on facial affect (deadpan, smile, solemn)
+- **Material authenticity:** surface exhibits authentic medium characteristics with measurable specifications
+- **Production authenticity:** printing/reproduction methods match declared period with characteristic imperfections
+- **Composition boundaries:** no frames outside canvas
+- **Period consistency:** all elements historically/stylistically coherent with documented methods
+- **Ratio consistency:** all elements optimized for declared aspect ratio
+- **Technical precision:** quantified measurements included where applicable
+- **Process accuracy:** material application methods specified
+- **Cultural authenticity:** indigenous and traditional methods respected
+- **Revolutionary authorization:** challenging aesthetics permitted when historically accurate
+- **Distinctiveness:** validated; no generic drift
+
+------
+
+## 🎨 Enhanced Style-Family Templates with Precision Requirements
+
+### Traditional Painting Styles
+
+- **Canvas Options:** `3:4` (portrait), `4:3` (landscape), `1:1` (tondo)
+- **Canvas Control:** `adaptive-extend` or `source-respect`
+- **Frame policy:** Omit Frame/Band Anchor entirely
+- **Material emphasis:** Authentic paint/surface techniques with measurable thickness and tool marks
+- **Background Extension:** "Extend [atmospheric/landscape] elements seamlessly to fill exact [ratio]"
+- **IP Protection Standard:** No logos, trademarks, or signatures
+- **Technical Requirements:** Specify paint thickness, brush direction, canvas preparation, drying characteristics
+
+### Revolutionary Art Movements (Expressionism, Dadaism, Futurism)
+
+- **Canvas Options:** Artist-specific ratios based on historical documentation
+- **Canvas Control:** `strict-reframe` or `adaptive-extend`
+- **Frame policy:** Omit entirely unless documented in movement
+- **Material emphasis:** Authentic rebellious techniques with aggressive mark-making
+- **Comfort violation:** Explicitly authorized for psychological impact
+- **Technical Requirements:** Specify material destruction, conventional beauty prohibition, psychological attack methods
+- **IP Protection Enhanced:** Original rebellion against established norms
+
+### Character-Centric Styles (Comics, Animation, Pin-up, Fantasy, Manga)
+
+- **Canvas Options:** `2:3` (comic cover), `2.75:3.75` (collectible card), `4:5` (modern poster)
+- **Canvas Control:** `strict-reframe`
+- **Layout:** Character-focused design hierarchy for exact format
+- **IP Protection Enhanced:**
+  - Original character design avoiding copyrighted costume elements
+  - No recognizable superhero/villain iconography or symbols
+  - Create distinct visual identity separate from existing properties
+  - Avoid character names, locations, or terminology from copyrighted works
+- **Production Authenticity:** Period-appropriate printing methods (halftone dots, color registration, newsprint texture) with documented imperfections
+
+### Cultural Traditional Styles (Chinese, Persian, Japanese, Indigenous)
+
+- **Canvas Options:** Format-dependent on cultural tradition with documented proportions
+- **Canvas Control:** `format-native` or `source-respect`
+- **Material emphasis:** Culturally authentic materials and techniques with traditional preparation methods
+- **Cultural production:** Indigenous methods take precedence over modern interpretations
+- **Technical Requirements:** Specify traditional tool use, substrate preparation, pigment sources, binding agents
+- **IP Protection Standard:** Respect cultural authenticity and avoid appropriation
+
+### Digital/Pixel Styles
+
+- **Canvas Options:** `1:1` (sprite), `4:3` (classic screen), `16:9` (modern screen)
+- **Canvas Control:** `format-native`
+- **Resolution:** Specific pixel density requirements for declared ratio with hardware limitations
+- **Production Method:** Authentic pixel art techniques, palette limitations, hardware constraints
+- **Technical Requirements:** Exact pixel counts, color limitations, aliasing specifications, sprite grid constraints
+- **IP Protection Standard:** Original sprite/character design
+
+### Publication Styles (Magazines, Comics, Posters, Advertisements)
+
+- **Canvas Options:** `2:3` (standard poster), `8.5:11` (magazine), `16:9` (landscape poster)
+- **Canvas Control:** `strict-reframe`
+- **Typography:** Essential integration with period-accurate typesetting and characteristic imperfections
+- **Production Method Emphasis:**
+  - **1940s-1960s:** Letterpress typography, halftone dots, color registration issues, newsprint texture
+  - **1970s-1980s:** Photo-typesetting, improved color registration, coated paper stock
+  - **1990s:** Early digital typesetting, high-quality offset printing
+- **Technical Requirements:** Specific dot patterns, registration drift measurements, paper absorption characteristics
+- **IP Protection Standard:** No trademarked logos, copyrighted imagery, or real brand elements
+
+------
+
+This enhanced framework v4.2 incorporates the critical lessons learned from Expressionist research: technical measurement authority, process-over-result priority, custom flag authorization, and anti-conventional bias for historically accurate reproduction of challenging artistic movements.
diff --git a/docs/ratio_policy.md b/docs/ratio_policy.md
new file mode 100644
index 0000000..5a6fa34
--- /dev/null
+++ b/docs/ratio_policy.md
@@ -0,0 +1,399 @@
+# MuseoMorph Ratio Policy (v2)
+
+**Purpose:** Ensure every style in `styles/` proposes historically and medium-faithful aspect ratios.
+ **Usage:** Authors select 1–3 ratios from the relevant style family below, mark them `ratios_status: "provisional"` with `ratios_notes`, then request maintainer approval.
+
+------
+
+## Global Guidance
+
+- Ratios = `digits:digits` (e.g., `2:3`, `5:7`).
+- Keep the list **short (1–3)**.
+- **Square `1:1`** only if the style historically or culturally supports it.
+- For **A-series (European paper)** use a proxy (`5:7 ≈ 0.714`) rather than messy decimals.
+- Choose **cover/poster conventions** unless the style is explicitly about interiors.
+
+------
+
+## Painting & Illustration
+
+### Dutch Golden Age / Baroque
+
+- **Primary:** `4:5`, `3:4`
+- **Secondary:** `5:4`, `3:2` (landscapes)
+- **Notes:** Portraiture/interiors vertical; landscapes wider.
+
+### Neoclassicism / Academic
+
+- **Primary:** `3:4`, `2:3`
+- **Secondary:** `4:5`
+- **Notes:** Balanced portraits + grand tableaux.
+
+### Romanticism
+
+- **Primary:** `3:2`, `2:3`
+- **Secondary:** `3:4`
+- **Notes:** Sweeping landscapes, seascapes.
+
+### Impressionism / Post-Impressionism
+
+- **Primary:** `3:2`, `4:3`
+- **Secondary:** `4:5`
+- **Notes:** Plein-air landscapes (`3:2`), portraits (`4:5`).
+
+### Expressionism
+
+- **Primary:** `4:3`, `3:4`
+- **Secondary:** `3:2`
+- **Notes:** Vertical figures + crowd scenes.
+
+### Orphism / Simultaneous Contrast (Delaunay)
+
+- **Primary:** `1:1`, `4:3`
+- **Secondary:** `2:3`
+- **Notes:** Circular, color-wheel canvases often square; tall easel works stayed close to academic `4:3` and `2:3` stretchers.
+
+### Byzantine Icon Panels & Mosaics
+
+- **Primary:** `4:5`, `3:4`
+- **Secondary:** `1:1`
+- **Notes:** Triptych wings and panel icons favor narrow verticals; square portable icons appear in monastery workshops.
+
+### Ottonian Manuscript Illumination
+
+- **Primary:** `3:4`, `2:3`
+- **Secondary:** `1:1`
+- **Notes:** Imperial gospel books favored tall folios (`3:4`) while shrine miniatures compress toward `2:3`; jeweled medallions justify square insets.
+
+### Romanesque Manuscript Illumination
+
+- **Primary:** `3:4`, `5:4`
+- **Secondary:** `1:1`
+- **Notes:** Monastic story bays stack like masonry (`3:4`); historiated initials widen to `5:4`; carpet motifs or zodiac medallions snap to square.
+
+### Insular Manuscript Illumination
+
+- **Primary:** `1:1`, `2:3`
+- **Secondary:** `3:4`
+- **Notes:** Carpet pages and Chi-Rho monograms whirl inside squares; narrative evangelists stretch to `2:3`; portrait folios land near `3:4`.
+
+### International Gothic Manuscripts
+
+- **Primary:** `3:4`, `4:5`
+- **Secondary:** `2:3`
+- **Notes:** Courtly calendars prefer elegant verticals (`3:4`, `4:5`); processional devotions open wider toward `2:3` for retinue staging.
+
+### Chinese Scroll & Hanging Scroll Painting
+
+- **Primary:** `2:5`, `3:4`
+- **Secondary:** `1:5`
+- **Notes:** Vertical hanging scrolls lean `2:5`; horizontal handscroll narratives stretch toward `1:5` panoramas.
+
+### Persian Miniature Painting
+
+- **Primary:** `4:5`, `3:4`
+- **Secondary:** `2:3`
+- **Notes:** Manuscript folios framed miniatures inside gold borders; wide battle scenes occasionally expand to `2:3`.
+
+### Surrealism — Paranoiac-Critical (Dalí)
+
+- **Primary:** `4:5`, `3:4`
+- **Secondary:** `16:9`
+- **Notes:** Classical easel portraits share space with Catalan panoramas; keep long horizons for melting dreamscapes.
+
+### Surrealism — Conceptual (Magritte)
+
+- **Primary:** `4:5`, `4:3`
+- **Secondary:** `1:1`
+- **Notes:** Bowler-hat portraits favor polite rectangles; emblematic objects sit cleanly inside squares.
+
+### Surrealism — Mystical (Varo, Carrington)
+
+- **Primary:** `4:5`, `3:4`
+- **Secondary:** `1:1`
+- **Notes:** Tower laboratories and ritual stages toggle between portrait and landscape; symbolic mandalas compress into squares.
+
+### Mexican Ex-Voto Panels (Frida Kahlo)
+
+- **Primary:** `4:5`, `3:4`
+- **Secondary:** `1:1`
+- **Notes:** Self-portraits stay on small portraits; altar retablos and devotional plaques often land square.
+
+### Ukiyo-e Woodblock Prints
+
+- **Primary:** `4:3`, `3:4`
+- **Secondary:** `10:3`, `2:3`
+- **Notes:** Scroll panoramas (`10:3`) capture journey sequences; vertical sheets (`4:3`, `3:4`) suit portraits and standing figures.
+
+### Fantasy Illustration
+
+- **Primary:** `2:3`, `3:4`
+- **Secondary:** `16:9` (cinematic spreads)
+- **Notes:** Book covers + splash art.
+
+### Gothic Horror
+
+- **Primary:** `3:4`, `4:5`
+- **Secondary:** `2:3` (poster influence)
+
+### Pop Art Canvas & Silkscreen (Warhol, Lichtenstein)
+
+- **Primary:** `1:1`, `4:5`
+- **Secondary:** `3:4`
+- **Notes:** Warhol’s factory series stayed square; billboard homages lean `4:5` or `3:4` to echo comic panels.
+
+### Royal Court Portraiture (17th–19th c.)
+
+- **Primary:** `4:5`, `3:4`
+- **Secondary:** `2:3`, `1:1`
+- **Notes:** Full-length state portraits rely on tall verticals; equestrian or dynastic groupings widen toward `2:3`; cameo miniatures and salon medallions allow for `1:1`.
+
+### Norman Rockwell / Saturday Evening Post Covers
+
+- **Primary:** `3:4`, `4:5`
+- **Secondary:** `2:3`
+- **Notes:** Post covers cropped to `3:4`; interior plates nudged to `4:5`. Panorama storytelling occasionally hits `2:3`.
+
+### Pin-Up Calendar Illustration (Elvgren, Petty)
+
+- **Primary:** `2:3`, `3:4`
+- **Secondary:** `1:1`
+- **Notes:** Calendar toppers stack vertically; centerfold fold-outs revert to `1:1` square compositions.
+
+### Children’s Picture Book Spreads
+
+- **Primary:** `4:5`, `3:4`
+- **Secondary:** `5:7`
+- **Notes:** 8×10 in plates ≈ `4:5`; European trim sizes hover near `5:7` for two-page spreads.
+
+------
+
+## Comics, Manga, Anime
+
+### European Magazine Illustration (8.5×11)
+
+- **Primary:** `17:22`
+- **Secondary:** `3:4`
+- **Notes:** Proxy for 8.5×11 illustration layouts used in bande dessinée specials and printing proofs; keeps spreads printable without decimal ratios.
+
+### US Golden Age Comics (’30s–’50s) (’30s–’50s)
+
+- **Primary:** `2:3`
+- **Secondary:** `3:4`
+- **Notes:** Cover proportions.
+
+### US Modern Age Comics (’80s–now)
+
+- **Primary:** `2:3`
+- **Secondary:** `3:4`, `16:9` (teasers)
+
+### US Silver Age Comics (’56–’70)
+
+- **Primary:** `2:3`
+- **Secondary:** `5:7`
+- **Notes:** Newsstand trim stayed `2:3`; key issues occasionally reprinted on closer-to-A-series stock (`5:7`).
+
+### US Bronze Age Comics (’70s–’85)
+
+- **Primary:** `2:3`
+- **Secondary:** `3:4`, `16:9`
+- **Notes:** Direct market posters promoted widescreen `16:9`; interiors still matched 6.625×10.25 in covers (`2:3`).
+
+### European Comics (Bande dessinée / Albums)
+
+- **Primary:** `5:7` (A-series proxy), `3:4`
+- **Secondary:** `2:3`
+- **Notes:** Album covers ≈ A-series.
+
+### Manga / Anime Posters
+
+- **Primary:** `2:3`, `3:4`
+- **Secondary:** `16:9`, `1:1`
+- **Notes:** Posters and key art.
+
+### Humor Magazine Covers (MAD, National Lampoon)
+
+- **Primary:** `3:4`
+- **Secondary:** `2:3`
+- **Notes:** US digest trim ≈ 8.5×11 in (`3:4`); spoof movie posters mimic `2:3` one-sheets.
+
+### Magazine Parody Covers (Life/Vogue/New Yorker)
+
+- **Primary:** `4:5`
+- **Secondary:** `2:3`
+- **Notes:** Glossy weeklies print near `4:5`; fold-out or gatefold satires stretch to `2:3`. Leave room for mastheads and satire coverlines.
+
+------
+
+## Photography
+
+### Classic / Documentary Photography
+
+- **Primary:** `3:2` (35 mm heritage)
+- **Secondary:** `4:3`, `1:1`
+
+### Fashion Photography
+
+- **Primary:** `3:4`, `4:5`
+- **Secondary:** `16:9`, `1:1`
+- **Notes:** Editorial pages vs campaign wides.
+
+------
+
+## Album Covers
+
+### Square LP Jackets
+
+- **Primary:** `1:1`
+- **Notes:** Standard 12-inch vinyl sleeves and most iconic album covers keep a perfect square.
+
+### Gatefold Panoramas
+
+- **Primary:** `2:1`
+- **Notes:** Use for double-width gatefold spreads or wraparound staging; only when the art explicitly demands the panorama.
+
+## Posters & Prints
+
+### Posters (general)
+
+- **Primary:** `2:3`, `3:4`
+- **Secondary:** `4:5`
+- **Notes:** US posters = `2:3`; EU often closer to A-series → use `5:7` if needed.
+
+### Art Nouveau Lithographs (Mucha, Cheret)
+
+- **Primary:** `3:5`, `2:3`
+- **Secondary:** `3:4`
+- **Notes:** Parisian affiche printers favored tall `3:5`; export runs resized to `2:3` or `3:4` for kiosks.
+
+### Art Deco Travel & Exhibition Posters
+
+- **Primary:** `2:3`, `5:7`
+- **Secondary:** `3:4`
+- **Notes:** Ocean liner and world fair plates kept `2:3`; European rail bureaus leaned toward A-series proxies (`5:7`).
+
+### Hollywood One-Sheet (27×40 in)
+
+- **Primary:** `27:40`
+- **Secondary:** `2:3`
+- **Notes:** Modern theatrical posters print at 27×40; legacy 27×41 (pre-1985) rounds to `2:3`.
+
+### Spoof Magazine Covers & Satire Posters
+
+- **Primary:** `3:4`
+- **Secondary:** `2:3`
+- **Notes:** Parody covers mimic 8.5×11 in trim; billboard pastiches stretch to poster ratios.
+
+### Magazine Advertisements (Full-bleed)
+
+- **Primary:** `17:22`
+- **Secondary:** `3:4`
+- **Notes:** Full-page ads inherit the 8.5×11 in spread (proxy `17:22`); European A4 issues ≈ `3:4`.
+
+### Street Art Wheatpaste Posters
+
+- **Primary:** `3:4`, `2:3`
+- **Secondary:** `1:1`
+- **Notes:** Construction hoarding takes recycled poster stock (`3:4`) but square sticker drops remain common.
+
+### Cyberpunk Key-Art / Teaser Sheets
+
+- **Primary:** `16:9`, `2:3`
+- **Secondary:** `21:9`
+- **Notes:** Neon cityscapes stage best on cinematic `16:9`; ultrawide `21:9` works for banner wraps.
+
+------
+
+## Collectible / Playing Cards
+
+### Standard TCG / Poker (MTG, Pokémon, Sports)
+
+- **Primary:** `5:7`
+- **Equivalents:** 2.5×3.5 in / 63×88 mm
+
+### Yu-Gi-Oh! Small
+
+- **Primary:** `59:86` (exact)
+- **Secondary:** `11:16` (proxy)
+- **Equivalents:** 59×86 mm
+
+### Bridge (narrow playing card)
+
+- **Primary:** `9:14`
+- **Equivalents:** 2.25×3.5 in
+
+### Tarot
+
+- **Primary:** `11:19`
+- **Equivalents:** 2.75×4.75 in
+
+### Mini / Euro Small
+
+- **Primary:** `11:17`
+- **Equivalents:** 44×68 mm
+
+### Square Promo / Token
+
+- **Primary:** `1:1`
+- **Notes:** Only if style historically or culturally supports it.
+
+## Architectural & Public Art
+
+### Gothic & Byzantine Stained Glass Panels
+
+- **Primary:** `2:5`, `1:3`
+- **Secondary:** `3:4`
+- **Notes:** Lancet windows soar vertically; chapel light boxes reuse `3:4` for narrative scenes.
+
+### Rose Windows & Radial Glazing
+
+- **Primary:** `1:1`
+- **Secondary:** `4:5`
+- **Notes:** Circular tracery dominates; outer framing stones widen toward `4:5`.
+
+### Mexican Muralism (Rivera, Orozco, Siqueiros)
+
+- **Primary:** `3:1`, `5:2`
+- **Secondary:** `2:1`
+- **Notes:** Civic staircases and auditorium walls demand ultrawide panoramas.
+
+### Contemporary Street Murals
+
+- **Primary:** `3:2`, `16:9`
+- **Secondary:** `2:3`
+- **Notes:** Festival walls favor landscape photos (`3:2`); tower-side murals keep vertical `2:3` for full figures.
+
+### Gothic Cathedral Stained Glass
+
+- **Primary:** `2:7`, `5:2`
+- **Secondary:** `1:1`
+- **Notes:** Lancet saints soar on extreme verticals; clerestory narratives sweep wide; rose medallions stay circular.
+
+### Arts & Crafts Stained Glass
+
+- **Primary:** `2:3`, `4:5`
+- **Secondary:** `1:1`
+- **Notes:** Domestic panels take friendly rectangles; memorial medallions prefer squares with Morris patterns.
+
+### Art Deco Stained Glass (Harry Clarke)
+
+- **Primary:** `2:3`, `5:2`
+- **Secondary:** `1:1`
+- **Notes:** Clarke staged drama in tall portrait windows, cinematic friezes, and jewel-box medallions.
+
+### Renaissance Stained Glass
+
+- **Primary:** `3:4`, `4:5`
+- **Secondary:** `5:2`
+- **Notes:** Chapel panels stay near classical rectangles while civic narratives stretch into frieze bands.
+
+------
+
+## UI Integration Notes
+
+- Each `styles/<collection>/<style>.md` frontmatter must include `ratios_status` and `ratios_notes`.
+- **Provisional**: show for review only, not in UI.
+- **Approved**: visible in ratio selector UI.
+- **Modes** (e.g., `"Cover"`, `"Splash"`, `"Card Front"`) should map to the typical format of the medium.
+
+------
diff --git a/index.html b/index.html
new file mode 100644
index 0000000..3da92f0
--- /dev/null
+++ b/index.html
@@ -0,0 +1,12 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>MuseoMorph</title>
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.tsx"></script>
+  </body>
+</html>
diff --git a/manifest.json b/manifest.json
new file mode 100644
index 0000000..a5e0d59
--- /dev/null
+++ b/manifest.json
@@ -0,0 +1,7403 @@
+{
+  "collections": [
+    {
+      "id": "American Illustration",
+      "styles": [
+        "norman_rockwell_american_storytelling"
+      ]
+    },
+    {
+      "id": "Anime",
+      "styles": [
+        "kyoto_animation_moe",
+        "madhouse_character_precision",
+        "makoto_shinkai_photopoetry",
+        "mappa_modern_cinema",
+        "masaaki_yuasa_experimental",
+        "masashi_kishimoto_shonen",
+        "osamu_dezaki_postcard",
+        "production_ig_cyberpunk",
+        "satoshi_kon_psychology",
+        "studio_bones_character_drama",
+        "studio_ghibli_naturalism",
+        "studio_trigger_neokana",
+        "sunrise_clean_cel",
+        "wit_studio_kinetic_cinematography",
+        "yoshiyuki_sadamoto_precision"
+      ]
+    },
+    {
+      "id": "Dutch Golden Age",
+      "styles": [
+        "frans_hals_alla_prima_vigor",
+        "johannes_vermeer_optical_domestic",
+        "rembrandt_chiaroscuro_portrait"
+      ]
+    },
+    {
+      "id": "European Comics",
+      "styles": [
+        "albert_uderzo_asterix",
+        "enki_bilal_painterly_decay",
+        "francois_schuiten_impossible_cities",
+        "guido_crepax_psychedelic_noir",
+        "hugo_pratt_brush_economy",
+        "jean_claude_mezieres_space_opera",
+        "juanjo_guarnido_anthro_noir",
+        "milo_manara_classical_watercolor",
+        "moebius_ligne_claire",
+        "morris_lucky_luke",
+        "philippe_druillet_baroque",
+        "sergio_toppi_ornamental"
+      ]
+    },
+    {
+      "id": "Expressionism",
+      "styles": [
+        "edvard_munch",
+        "egon_schiele",
+        "ernst_ludwig_kirchner",
+        "oskar_kokoschka",
+        "vincent_van_gogh"
+      ]
+    },
+    {
+      "id": "Fantasy Illustration",
+      "styles": [
+        "boris_vallejo_muscular_hyperrealism",
+        "brom_gothic_dark_fantasy",
+        "clyde_caldwell_warm_fantasy",
+        "don_maitz_maritime_realism",
+        "donato_giancola_classical_realism",
+        "frank_frazetta_barbarian_power",
+        "jeff_easley_dynamic_action",
+        "jim_roslof_classic_dd_foundation",
+        "keith_parkinson_epic_realism",
+        "larry_elmore_classic_fantasy",
+        "michael_whelan_luminous_atmosphere",
+        "rowena_morrill_fantasy_vision",
+        "todd_lockwood_dragon_epic"
+      ]
+    },
+    {
+      "id": "Golden Age Comics",
+      "styles": [
+        "alex_raymond_elegant_adventure",
+        "bob_kane_vigilante_iconography",
+        "carmine_infantino_speed_dynamics",
+        "cc_beck_clean_superhero",
+        "jack_cole_cartoon_comedy",
+        "siegel_shuster_foundational_superhero",
+        "will_eisner_urban_noir"
+      ]
+    },
+    {
+      "id": "Gothic Horror",
+      "styles": [
+        "bernie_wrightson_gothic_ink",
+        "caspar_david_friedrich_sublime",
+        "edward_gorey_gothic_illustration",
+        "francisco_goya_black_paintings",
+        "harry_clarke_gothic_illustration",
+        "hr_giger_biomechanical_surrealism",
+        "virgil_finlay_cosmic_stippling"
+      ]
+    },
+    {
+      "id": "Magazine Parodies",
+      "styles": [
+        "der_pickel_magazine_parody",
+        "harpers_bizarre_magazine_parody",
+        "ibola_magazine_parody",
+        "lies_magazine_life_parody",
+        "parody_match_magazine_parody",
+        "rational_geographic_magazine_parody",
+        "rogue_magazine_vogue_parody",
+        "rolling_scone_magazine_parody",
+        "the_new_porker_magazine_parody"
+      ]
+    },
+    {
+      "id": "Manga",
+      "styles": [
+        "ai_yazawa_fashion_illustration",
+        "akira_toriyama_dynamic_adventure",
+        "clamp_prismatic_shoujo_seinen",
+        "kamome_shirahama_european_fantasy",
+        "kaoru_mori_historical_textile_manga",
+        "katsuhiro_otomo_cyberpunk_manga",
+        "kentaro_miura_dark_fantasy_hyperdetail",
+        "masakazu_katsura_realistic_manga",
+        "naoki_urasawa_psychological_thriller",
+        "osamu_tezuka_showa_cinematic_manga",
+        "riyoko_ikeda_historical_shojo",
+        "rumiko_takahashi_romantic_manga"
+      ]
+    },
+    {
+      "id": "Medieval Illumination",
+      "styles": [
+        "gothic_manuscript_illumination",
+        "insular_manuscript_illumination",
+        "ottonian_manuscript_illumination",
+        "romanesque_manuscript_illumination"
+      ]
+    },
+    {
+      "id": "Modern Age Comics",
+      "styles": [
+        "alex_ross_painterly_realism",
+        "arthur_adams_detail_deluge",
+        "declan_shalvey_graphic_noir",
+        "jim_lee_crosshatch_superhero",
+        "jorge_jimenez_kinetic_manga",
+        "marc_silvestri_elegant_energy",
+        "mike_mignola_gothic_shadow",
+        "olivier_coipel_barokinetic",
+        "peach_momoko_folklore_fusion",
+        "rob_liefeld_pouch_power",
+        "russell_dauterman_crystal_splash",
+        "todd_mcfarlane_cape_dynamics"
+      ]
+    },
+    {
+      "id": "Movie Posters",
+      "styles": [
+        "al_hirschfeld_linear_calligraphic_poster",
+        "bill_gold_conceptual_campaign",
+        "drew_struzan_cinematic_poster",
+        "frank_mccarthy_action_panorama",
+        "hans_hillmann_modernist_collage",
+        "john_alvin_cinematic_glow_poster",
+        "philip_gips_minimalist_concept",
+        "reynold_brown_realist_thriller",
+        "richard_amsel_illustrated_montage",
+        "robert_mcginnis_gouache_spy_poster",
+        "saul_bass_graphic_motion_poster",
+        "tom_jung_storyboard_collage"
+      ]
+    },
+    {
+      "id": "Pixel Art",
+      "styles": [
+        "cps1_arcade_fighter_sprite",
+        "hd2d_octopath_style",
+        "isometric_pixel_rpg_tactical",
+        "nes_8bit_sprite_256x240",
+        "snes_16bit_jrpg_pixel",
+        "vga_lucasarts_adventure"
+      ]
+    },
+    {
+      "id": "Propaganda Art",
+      "styles": [
+        "american_wpa_progress_poster",
+        "art_deco_progress_poster",
+        "bauhaus_universal_poster",
+        "chinese_cultural_revolution_poster",
+        "soviet_constructivism_agitprop"
+      ]
+    },
+    {
+      "id": "Psychedelic Art",
+      "styles": [
+        "bonnie_maclean_psychedelic_type",
+        "mouse_kelley_psychedelic_collage",
+        "peter_max_cosmic_pop",
+        "victor_moscoso_psychedelic_poster",
+        "wes_wilson_psychedelic_lettering"
+      ]
+    },
+    {
+      "id": "Record Covers",
+      "styles": [
+        "alex_steinweiss_theatrical_modernism",
+        "andy_warhol_pop_silkscreen",
+        "anton_corbijn_monochrome_cinema",
+        "barney_bubbles_optical_play",
+        "hipgnosis_surrealist_staging",
+        "mati_klarwein_psychedelic_mysticism",
+        "peter_blake_pop_collage",
+        "peter_saville_factory_minimalism",
+        "raymond_pettibon_punk_brutalism",
+        "reid_miles_blue_note_modernism",
+        "vaughan_oliver_4ad_mysticism"
+      ]
+    },
+    {
+      "id": "Royal Portraiture",
+      "styles": [
+        "anthony_van_dyck_court_portrait",
+        "diego_velazquez_court_portrait",
+        "elisabeth_vigee_le_brun_royal_portrait",
+        "franz_winterhalter_court_portrait",
+        "hans_holbein_tudor_portrait",
+        "jacques_louis_david_state_portrait",
+        "john_singer_sargent_society_portrait"
+      ]
+    },
+    {
+      "id": "Silver Age Comics",
+      "styles": [
+        "gene_colan_motion_blur",
+        "jack_kirby_cosmic_cover",
+        "jim_steranko_op_art_cover",
+        "john_romita_sr_spider_city",
+        "neal_adams_realism_cover",
+        "steve_ditko_psych_mystery"
+      ]
+    },
+    {
+      "id": "Stained Glass",
+      "styles": [
+        "harry_clarke_art_deco_stained_glass",
+        "medieval_cathedral_stained_glass",
+        "preraphaelite_arts_crafts_stained_glass",
+        "renaissance_stained_glass_naturalism"
+      ]
+    },
+    {
+      "id": "Steampunk",
+      "styles": [
+        "steampunk_gothic_ink_wash",
+        "steampunk_imaginative_digital",
+        "steampunk_mixed_media_assemblage",
+        "steampunk_tintype_portrait",
+        "steampunk_victorian_engraving"
+      ]
+    },
+    {
+      "id": "Sunday Comics",
+      "styles": [
+        "berkeley_breathed_satirical_whimsy",
+        "bill_watterson_sunday_adventure",
+        "charles_schulz_beagle_paperback",
+        "gary_larson_far_side_single",
+        "jim_davis_garfield_treasury"
+      ]
+    },
+    {
+      "id": "Surrealism",
+      "styles": [
+        "frida_kahlo_exvoto_surrealism",
+        "leonora_carrington_metamorphic_surrealism",
+        "max_ernst_automatist_collage",
+        "remedios_varo_mystical_surrealism",
+        "rene_magritte_conceptual_surrealism",
+        "salvador_dali_hyperreal_surrealism"
+      ]
+    },
+    {
+      "id": "Ukiyo-e",
+      "styles": [
+        "ukiyoe_classical_landscape",
+        "ukiyoe_kacho_nature",
+        "ukiyoe_urban_life",
+        "ukiyoe_wave_namie",
+        "ukiyoe_yakusha_portrait"
+      ]
+    }
+  ],
+  "styles": {
+    "steampunk_victorian_engraving": {
+      "id": "steampunk_victorian_engraving",
+      "group": "Steampunk",
+      "display_name": "Steampunk Victorian Engraving Portrait",
+      "file": "styles/steampunk/steampunk_victorian_engraving.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Technical Illustration"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Victorian engravers etched burin lines into steel, turning inventors and apparatus into precise cross-hatched plates. This steampunk variant keeps the 19th-century draftsmanship while threading in speculative gadgets and workshop ephemera.\n",
+      "artist": "Steampunk Atelier",
+      "movement": "Victorian Technical Illustration",
+      "style_scope": "movement"
+    },
+    "steampunk_tintype_portrait": {
+      "id": "steampunk_tintype_portrait",
+      "group": "Steampunk",
+      "display_name": "Steampunk Tintype Portrait",
+      "file": "styles/steampunk/steampunk_tintype_portrait.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Historical Photograph"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Steampunk tintypes mimic wet-plate chemistry—silver nitrate drips, solarized highlights, and shallow depth of field hugging brass goggles and boilers. Costumes stay era-correct while inventions peek through the patina. We tune the lab artifacts and imperfections for credibility.\n",
+      "artist": "Steampunk Atelier",
+      "movement": "Neo-Victorian Photography",
+      "style_scope": "movement"
+    },
+    "steampunk_mixed_media_assemblage": {
+      "id": "steampunk_mixed_media_assemblage",
+      "group": "Steampunk",
+      "display_name": "Steampunk Mixed Media Assemblage Portrait",
+      "file": "styles/steampunk/steampunk_mixed_media_assemblage.md",
+      "ratios": [
+        "4:5"
+      ],
+      "modes": [
+        "Industrial Assemblage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Physical steampunk assemblage layers found brass, Bakelite knobs, portrait photography, and hand-tooled leather into reliquaries. Riveted frames, oxidized patina, and resin-cast cogs push the portrait into sculptural territory. We guide the layout so every bolt earns its place.\n",
+      "artist": "Steampunk Atelier",
+      "movement": "Assemblage Steampunk Portraiture",
+      "style_scope": "movement"
+    },
+    "steampunk_imaginative_digital": {
+      "id": "steampunk_imaginative_digital",
+      "group": "Steampunk",
+      "display_name": "Steampunk Imaginative Digital Portrait",
+      "file": "styles/steampunk/steampunk_imaginative_digital.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Fantasy Character Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Imaginative digital steampunk blends painterly lighting, leather, brass, and billowing steam into high-polish key art. Think cover-ready hero shots with luminous atmospherics and cinematic rim light. We keep it aspirational while refreshing silhouettes and contraptions.\n",
+      "artist": "Steampunk Atelier",
+      "movement": "Digital Steampunk Concept Art",
+      "style_scope": "movement"
+    },
+    "steampunk_gothic_ink_wash": {
+      "id": "steampunk_gothic_ink_wash",
+      "group": "Steampunk",
+      "display_name": "Steampunk Gothic Ink Wash Portrait",
+      "file": "styles/steampunk/steampunk_gothic_ink_wash.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Dark Romantic Illustration"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Gothic ink-wash steampunk drapes characters in Victorian mourning couture, soot-stained gears, and rain-smeared glass. Wet brush, raven-black pools, and selective copper highlights create a melancholic ballroom of machines. Expect wraithlike poses and intricate filigree.\n",
+      "artist": "Steampunk Atelier",
+      "movement": "Dark Romantic Steampunk Illustration",
+      "style_scope": "movement"
+    },
+    "jim_davis_garfield_treasury": {
+      "id": "jim_davis_garfield_treasury",
+      "group": "Sunday Comics",
+      "display_name": "Jim Davis — Garfield Treasury Collection",
+      "file": "styles/sunday_comics/jim_davis_garfield_treasury.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "4:5"
+      ],
+      "modes": [
+        "Book Cover",
+        "Humor Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jim Davis engineered flat-color sarcasm for mass printing—thick outlines, snappy faces, and lasagna gags readable from a bus stop. We keep the licensing-safe geometry while crafting fresh felines, owners, and Monday-proof set pieces.\n",
+      "artist": "Jim Davis",
+      "movement": "1980s Syndicated Humor Strip",
+      "style_scope": "single-artist"
+    },
+    "gary_larson_far_side_single": {
+      "id": "gary_larson_far_side_single",
+      "group": "Sunday Comics",
+      "display_name": "Gary Larson — The Far Side Panels",
+      "file": "styles/sunday_comics/gary_larson_far_side_single.md",
+      "ratios": [
+        "2:3",
+        "4:3",
+        "16:9"
+      ],
+      "modes": [
+        "Single Panel Comic"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Gary Larson doodled science-class oddities with Rapidographs and deadpan captions—cows with graduate degrees, insects in group therapy. We keep the scratchy ink, tone boards, and absurd logic while serving up brand-new panels of zoological disaster.\n",
+      "artist": "Gary Larson",
+      "movement": "1980s Single-Panel Surrealism",
+      "style_scope": "single-artist"
+    },
+    "charles_schulz_beagle_paperback": {
+      "id": "charles_schulz_beagle_paperback",
+      "group": "Sunday Comics",
+      "display_name": "Charles M. Schulz — Beagle Paperback Covers",
+      "file": "styles/sunday_comics/charles_schulz_beagle_paperback.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Paperback Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Charles M. Schulz paired round-headed kids, misregistered CMYK, and halftone-rosette skies to bottle gentle melancholy. This Sunday card keeps the 1960s print physics—pulp tooth, ±1mm drift—while inventing a new Beagle crew with their own bittersweet jokes.\n",
+      "artist": "Charles M. Schulz",
+      "movement": "Mid-Century Newspaper Strip Collection",
+      "style_scope": "single-artist"
+    },
+    "bill_watterson_sunday_adventure": {
+      "id": "bill_watterson_sunday_adventure",
+      "group": "Sunday Comics",
+      "display_name": "Bill Watterson — Imaginative Sunday Adventure",
+      "file": "styles/sunday_comics/bill_watterson_sunday_adventure.md",
+      "ratios": [
+        "16:9",
+        "3:4",
+        "4:3"
+      ],
+      "modes": [
+        "Sunday Strip Spread",
+        "Treasury Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Bill Watterson splashed sable-ink brushstrokes across wide Sunday horizons—dinosaur flights, snow philosophy, cardboard rockets. We protect that kinetic brush energy and watercolor atmosphere while debuting brand-new kids, plush confidants, and existential punchlines.\n",
+      "artist": "Bill Watterson",
+      "movement": "1980s Imaginative Sunday Strip",
+      "style_scope": "single-artist"
+    },
+    "berkeley_breathed_satirical_whimsy": {
+      "id": "berkeley_breathed_satirical_whimsy",
+      "group": "Sunday Comics",
+      "display_name": "Berkeley Breathed — Satirical Whimsy",
+      "file": "styles/sunday_comics/berkeley_breathed_satirical_whimsy.md",
+      "ratios": [
+        "1:1",
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Satirical Cover",
+        "Children’s Illustration"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Berkeley Breathed stuffed penguins, politics, and airbrushed rainbows into freewheeling Sunday layouts. His ink lines wobble with manic energy, yet every spread can double as a kid-lit parody. We channel that anarchic whimsy with new critters, headlines, and power-ballad color palettes.\n",
+      "artist": "Berkeley Breathed",
+      "movement": "1980s Satirical Sunday Strip",
+      "style_scope": "single-artist"
+    },
+    "ukiyoe_yakusha_portrait": {
+      "id": "ukiyoe_yakusha_portrait",
+      "group": "Ukiyo-e",
+      "display_name": "Ukiyo-e — Theatrical Portrait (Yakusha-e)",
+      "file": "styles/ukiyo_e/ukiyoe_yakusha_portrait.md",
+      "ratios": [
+        "3:4",
+        "2:3"
+      ],
+      "modes": [
+        "Kabuki Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Yakusha-e immortalizes kabuki moments—exaggerated mie, thunderbolt backdrops, and actor crests carved into keyblocks. We capture that theatrical charge with fresh roles, crest designs, and mica dust backgrounds.\n",
+      "artist": "Sharaku Tradition",
+      "movement": "Kabuki Actor Prints",
+      "style_scope": "movement"
+    },
+    "ukiyoe_wave_namie": {
+      "id": "ukiyoe_wave_namie",
+      "group": "Ukiyo-e",
+      "display_name": "Ukiyo-e — Wave & Water (Nami-e)",
+      "file": "styles/ukiyo_e/ukiyoe_wave_namie.md",
+      "ratios": [
+        "16:9",
+        "4:3"
+      ],
+      "modes": [
+        "Marine Print"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Nami-e prints crash with clawed wave crests, boatmen silhouettes, and spray carved from cherry blocks. We keep the arcing foam glyphs and Prussian gradients while conjuring new harbors and storm myths.\n",
+      "artist": "Hokusai Maritime School",
+      "movement": "Edo Marine Ukiyo-e",
+      "style_scope": "movement"
+    },
+    "ukiyoe_urban_life": {
+      "id": "ukiyoe_urban_life",
+      "group": "Ukiyo-e",
+      "display_name": "Ukiyo-e — Urban Life (Fūzoku-ga)",
+      "file": "styles/ukiyo_e/ukiyoe_urban_life.md",
+      "ratios": [
+        "3:4",
+        "2:3"
+      ],
+      "modes": [
+        "Urban Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Fūzoku-ga celebrates Edo’s entertainers—layered kimono patterns, lacquered coiffures, and lantern-lit backdrops. We keep the fabric math and class codes while designing new performers, gestures, and bridge scenes.\n",
+      "artist": "Kitagawa & Utagawa Schools",
+      "movement": "Edo Pleasure-District Portraiture",
+      "style_scope": "movement"
+    },
+    "ukiyoe_kacho_nature": {
+      "id": "ukiyoe_kacho_nature",
+      "group": "Ukiyo-e",
+      "display_name": "Ukiyo-e — Nature Study (Kachō-ga)",
+      "file": "styles/ukiyo_e/ukiyoe_kacho_nature.md",
+      "ratios": [
+        "1:1",
+        "3:4"
+      ],
+      "modes": [
+        "Nature Study"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Kachō-ga captures cranes, peonies, and dragonflies with poetic asymmetry—delicate bokashi, reserved paper for petals, and seasonal seals. We embrace that lyrical restraint while painting new flora and fauna pairings.\n",
+      "artist": "Kachō-ga Masters",
+      "movement": "Edo Bird-and-Flower Prints",
+      "style_scope": "movement"
+    },
+    "ukiyoe_classical_landscape": {
+      "id": "ukiyoe_classical_landscape",
+      "group": "Ukiyo-e",
+      "display_name": "Ukiyo-e — Classical Landscape (Fūkei-ga)",
+      "file": "styles/ukiyo_e/ukiyoe_classical_landscape.md",
+      "ratios": [
+        "10:3",
+        "4:3"
+      ],
+      "modes": [
+        "Landscape Print"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Fūkei-ga woodblocks send travelers past Fuji’s silhouette, bokashi skies, and merchant roads. We preserve the Edo palette—Prussian blue gradients, 0.3 mm keylines—while charting new stations and seasons.\n",
+      "artist": "Hokusai & Hiroshige Schools",
+      "movement": "Edo Ukiyo-e Landscape",
+      "style_scope": "movement"
+    },
+    "salvador_dali_hyperreal_surrealism": {
+      "id": "salvador_dali_hyperreal_surrealism",
+      "group": "Surrealism",
+      "display_name": "Salvador Dalí — Paranoiac Hyperrealism",
+      "file": "styles/surrealism/salvador_dali_hyperreal_surrealism.md",
+      "ratios": [
+        "4:5",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Paranoiac Portrait",
+        "Classical Tableau",
+        "Catalan Dreamscape"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Stage a dominant protagonist with up to two symbolic doubles or apparitions; maintain Renaissance space.",
+        "identity_priority": [
+          "hyperreal-features",
+          "symbolic-props",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Dalí fused Renaissance craft with dream logic, rendering impossible scenes in microscope-level oil realism. This card enforces his paranoiac-critical method—melting clocks, Catalan coastlines, double images—while keeping likeness razor sharp.\n",
+      "artist": "Salvador Dalí",
+      "movement": "Paranoiac-Critical Surrealism",
+      "style_scope": "single-artist"
+    },
+    "rene_magritte_conceptual_surrealism": {
+      "id": "rene_magritte_conceptual_surrealism",
+      "group": "Surrealism",
+      "display_name": "René Magritte — Conceptual Precision",
+      "file": "styles/surrealism/rene_magritte_conceptual_surrealism.md",
+      "ratios": [
+        "4:5",
+        "4:3",
+        "1:1"
+      ],
+      "modes": [
+        "Bowler Portrait",
+        "Suburban Tableau",
+        "Conceptual Icon"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Position anonymous bourgeois figures against flat-sky backdrops; repeat forms rhythmically when multiples appear.",
+        "identity_priority": [
+          "commercial-precision",
+          "conceptual-symbol",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Magritte painted impossible ideas with the calm polish of an advertising studio. This card reproduces his 1929–1967 method: invisible brushwork, bowler hats, green apples, floating rocks, and suburban rooms that betray logic.\n",
+      "artist": "René Magritte",
+      "movement": "Conceptual Surrealism",
+      "style_scope": "single-artist"
+    },
+    "remedios_varo_mystical_surrealism": {
+      "id": "remedios_varo_mystical_surrealism",
+      "group": "Surrealism",
+      "display_name": "Remedios Varo — Alchemical Quest",
+      "file": "styles/surrealism/remedios_varo_mystical_surrealism.md",
+      "ratios": [
+        "4:5",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Alchemical Laboratory",
+        "Mystical Journey",
+        "Mandala Conjuration"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Center a solitary seeker; add one attendant spirit or familiar only when narrative demands.",
+        "identity_priority": [
+          "silhouette",
+          "large-eyes",
+          "spiritual-gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "In Mexican exile, Varo etched alchemical instruments into gesso, glazed them with luminous oils, and set androgynous seekers on mystical quests. This card honors that 1955–1963 practice—incised lines, mother-of-pearl highlights, and narrative machines.\n",
+      "artist": "Remedios Varo",
+      "movement": "Mystical Surrealism",
+      "style_scope": "single-artist"
+    },
+    "max_ernst_automatist_collage": {
+      "id": "max_ernst_automatist_collage",
+      "group": "Surrealism",
+      "display_name": "Max Ernst — Automatist Collage Metamorphosis",
+      "file": "styles/surrealism/max_ernst_automatist_collage.md",
+      "ratios": [
+        "3:4",
+        "4:3",
+        "1:1"
+      ],
+      "modes": [
+        "Metamorphic Portrait",
+        "Forest Apocalypse",
+        "Collage Specimen Plate"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Arrange human-animal hybrids in disjunctive space; balance collage fragments across the field.",
+        "identity_priority": [
+          "silhouette",
+          "metamorphic-elements",
+          "texture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Ernst scraped, rubbed, and collaged found imagery into chimeric worlds that processed post-war trauma. This card enforces his automatist workflow—frottage textures, grattage scraping, botanical-mechanical hybrids—while respecting period collage sources.\n",
+      "artist": "Max Ernst",
+      "movement": "Automatist Collage Surrealism",
+      "style_scope": "single-artist"
+    },
+    "leonora_carrington_metamorphic_surrealism": {
+      "id": "leonora_carrington_metamorphic_surrealism",
+      "group": "Surrealism",
+      "display_name": "Leonora Carrington — Metamorphic Ritual",
+      "file": "styles/surrealism/leonora_carrington_metamorphic_surrealism.md",
+      "ratios": [
+        "4:5",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Ritual Tableau",
+        "Theatrical Stage",
+        "Symbolic Mandala"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Compose archetypal figures with animal familiars; allow elongated limbs and floating stages.",
+        "identity_priority": [
+          "silhouette",
+          "metamorphic-integration",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Carrington’s tempera scenes align mythic women, animal familiars, and impossible architecture into hermetic rituals. This card reproduces her muted earth palette, elongated anatomy, and theatrical spatial paradoxes from her Mexican exile period.\n",
+      "artist": "Leonora Carrington",
+      "movement": "Metamorphic Surrealism",
+      "style_scope": "single-artist"
+    },
+    "frida_kahlo_exvoto_surrealism": {
+      "id": "frida_kahlo_exvoto_surrealism",
+      "group": "Surrealism",
+      "display_name": "Frida Kahlo — Ex-Voto Surreal Testimony",
+      "file": "styles/surrealism/frida_kahlo_exvoto_surrealism.md",
+      "ratios": [
+        "4:5",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Tehuana Self-Portrait",
+        "Medical Ex-Voto",
+        "Altar Retablo"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Default to single frontal sitter; add one companion or symbolic double only when narrative requires.",
+        "identity_priority": [
+          "facial-honesty",
+          "cultural-attire",
+          "symbolic-props"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Kahlo’s ex-voto paintings confront pain, identity, and politics with folk-art clarity. This card recreates her 1938–1954 practice: Tehuana dress, medical corsets, retablo inscriptions, and confrontational gazes set against Mexican landscapes.\n",
+      "artist": "Frida Kahlo",
+      "movement": "Mexican Ex-Voto Surrealism",
+      "style_scope": "single-artist"
+    },
+    "renaissance_stained_glass_naturalism": {
+      "id": "renaissance_stained_glass_naturalism",
+      "group": "Stained Glass",
+      "display_name": "Renaissance Naturalist Stained Glass",
+      "file": "styles/stained_glass/renaissance_stained_glass_naturalism.md",
+      "ratios": [
+        "3:4",
+        "4:5",
+        "5:2"
+      ],
+      "modes": [
+        "Chapel Panel",
+        "Civic Portrait",
+        "Narrative Frieze"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Arrange figures in classical perspective with architectural depth; reserve clear glass for luminous atmosphere.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "classical-proportion"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Renaissance glaziers adopted humanist portraiture, linear perspective, and silver-stain modelling to modernize sacred windows. This card recreates their 1400–1600 panels—tempera-precise faces, contrapposto bodies, and clear-glass luminosity balanced with jewel accents.\n",
+      "artist": "Italian & Northern Workshops",
+      "movement": "Renaissance",
+      "style_scope": "movement"
+    },
+    "preraphaelite_arts_crafts_stained_glass": {
+      "id": "preraphaelite_arts_crafts_stained_glass",
+      "group": "Stained Glass",
+      "display_name": "Pre-Raphaelite Arts & Crafts Panel",
+      "file": "styles/stained_glass/preraphaelite_arts_crafts_stained_glass.md",
+      "ratios": [
+        "2:3",
+        "4:5",
+        "1:1"
+      ],
+      "modes": [
+        "Domestic Aesthetic Panel",
+        "Ecclesiastical Triptych",
+        "Decorative Medallion"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Graceful Pre-Raphaelite figures framed by Morris botanical patterns; prefer trios or fewer.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "decorative-unity"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Morris & Co. translated Pre-Raphaelite beauty into opalescent glass—flowing figures, botanical borders, and hand-lettered poetry between 1860 and 1920. This card recreates their domestic, ecclesiastical, and medallion formats with authentic ratios and Kelmscott-inspired lettering.\n",
+      "artist": "Morris & Co. Workshop",
+      "movement": "Pre-Raphaelite & Arts and Crafts",
+      "style_scope": "movement"
+    },
+    "medieval_cathedral_stained_glass": {
+      "id": "medieval_cathedral_stained_glass",
+      "group": "Stained Glass",
+      "display_name": "Gothic Cathedral Stained Glass",
+      "file": "styles/stained_glass/medieval_cathedral_stained_glass.md",
+      "ratios": [
+        "2:7",
+        "5:2",
+        "1:1"
+      ],
+      "modes": [
+        "Lancet Saint Panel",
+        "Clerestory Narrative",
+        "Rose Window Medallion"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 6,
+        "layout_hint": "Stack saints hieratically or distribute apostles around radial Christ medallions; obey sacred geometry.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "sacred-symbols"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "12th–13th century cathedral workshops fused jewel-toned crown glass, 2–4 mm cames, and theological storytelling to flood Gothic interiors with divine light. This framework recreates those lancets, clerestories, and rose windows with authentic iconography and sacred proportions.\n",
+      "artist": "Cathedral Workshops",
+      "movement": "High Gothic",
+      "style_scope": "movement"
+    },
+    "harry_clarke_art_deco_stained_glass": {
+      "id": "harry_clarke_art_deco_stained_glass",
+      "group": "Stained Glass",
+      "display_name": "Harry Clarke — Art Deco Psychodrama",
+      "file": "styles/stained_glass/harry_clarke_art_deco_stained_glass.md",
+      "ratios": [
+        "2:3",
+        "5:2",
+        "1:1"
+      ],
+      "modes": [
+        "Dramatic Lancet",
+        "Literary Narrative Band",
+        "Psychological Medallion"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Stage a central protagonist with up to two secondary apparitions; pattern density must remain high.",
+        "identity_priority": [
+          "silhouette",
+          "psychological-expression",
+          "decorative-density"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Harry Clarke fused Celtic revival ornament, acid-etched plating, and Art Deco theatricality to create stained glass charged with psychological tension. This card brings his 1900–1930 studio grammar—elongated saints, black glass silhouettes, horror-vacui patterns—into our prompt framework.\n",
+      "artist": "Harry Clarke",
+      "movement": "Art Deco",
+      "style_scope": "single-artist"
+    },
+    "vaughan_oliver_4ad_mysticism": {
+      "id": "vaughan_oliver_4ad_mysticism",
+      "group": "Record Covers",
+      "display_name": "Vaughan Oliver — 4AD Ethereal Tactile Mysticism",
+      "file": "styles/record_covers/vaughan_oliver_4ad_mysticism.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Ethereal Texture",
+        "Dream Collage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Vaughan Oliver fused blurred photography, distressed type, and sensuous materials into dreamlike 4AD jackets. The covers feel tactile—powdered pigments, translucent layers, and cryptic numerology drifting in fog. We sustain that atmospheric collage language while crafting new symbolism and avoiding recycled band marks.\n",
+      "artist": "Vaughan Oliver",
+      "movement": "4AD Ethereal Design",
+      "style_scope": "single-artist"
+    },
+    "reid_miles_blue_note_modernism": {
+      "id": "reid_miles_blue_note_modernism",
+      "group": "Record Covers",
+      "display_name": "Reid Miles — Blue Note Records Hard Bop Modernism",
+      "file": "styles/record_covers/reid_miles_blue_note_modernism.md",
+      "ratios": [
+        "1:1",
+        "2:1"
+      ],
+      "modes": [
+        "Jazz Modular",
+        "Typographic Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Reid Miles distilled Francis Wolff’s rehearsal photos into duotone blocks, letting rotated sans-serif type swing like a solo. His Blue Note covers are crisp, cool, and math-driven yet still intimate to the musicians. MuseoMorph keeps that modular rhythm while composing fresh titles and avoiding recycled catalog numerals.\n",
+      "artist": "Reid Miles",
+      "movement": "Blue Note Hard Bop Modernism",
+      "style_scope": "single-artist"
+    },
+    "raymond_pettibon_punk_brutalism": {
+      "id": "raymond_pettibon_punk_brutalism",
+      "group": "Record Covers",
+      "display_name": "Raymond Pettibon — Punk Comic Book Brutalism",
+      "file": "styles/record_covers/raymond_pettibon_punk_brutalism.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Punk Panel",
+        "Ink Manifesto"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Raymond Pettibon wields crow-quill ink like a weapon—scratchy brush lines, speech balloons dripping with irony, and black humor aimed at the American psyche. His art looks Xeroxed yet deeply felt. MuseoMorph continues that punk zine brutality while scripting new captions and characters.\n",
+      "artist": "Raymond Pettibon",
+      "movement": "Punk Comic Brutalism",
+      "style_scope": "single-artist"
+    },
+    "peter_saville_factory_minimalism": {
+      "id": "peter_saville_factory_minimalism",
+      "group": "Record Covers",
+      "display_name": "Peter Saville — Factory Records Minimalist Modernism",
+      "file": "styles/record_covers/peter_saville_factory_minimalism.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Minimalist Album",
+        "Data Abstraction"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Peter Saville turned Factory Records covers into conceptual riddles built from grids, catalog numbers, and scientific diagrams. His sleeves celebrate clinical restraint—matte stock, cold palettes, and disciplined type. MuseoMorph honors that intellectual minimalism while inventing new data sets and keeping labels free of real catalog codes.\n",
+      "artist": "Peter Saville",
+      "movement": "Factory Records Minimalist Modernism",
+      "style_scope": "single-artist"
+    },
+    "peter_blake_pop_collage": {
+      "id": "peter_blake_pop_collage",
+      "group": "Record Covers",
+      "display_name": "Peter Blake — British Pop Collage Tableau",
+      "file": "styles/record_covers/peter_blake_pop_collage.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Pop Collage",
+        "Group Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Peter Blake arranges pop-culture ephemera into stage-like tableaux, blending cut-paper collage, painted figures, and hand lettering. Think Sgt. Pepper’s crowd scenes and fairground nostalgia, but redrawn with new icons and British wit. MuseoMorph keeps that meticulous cut-and-paste theatre while supplying wholly original characters and memorabilia.\n",
+      "artist": "Peter Blake",
+      "movement": "British Pop Collage Tableau",
+      "style_scope": "single-artist"
+    },
+    "mati_klarwein_psychedelic_mysticism": {
+      "id": "mati_klarwein_psychedelic_mysticism",
+      "group": "Record Covers",
+      "display_name": "Mati Klarwein — Psychedelic Surrealist Mysticism",
+      "file": "styles/record_covers/mati_klarwein_psychedelic_mysticism.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Psychedelic Landscape",
+        "Sacred Collage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Mati Klarwein layers Afro-Caribbean symbolism, Biblical figures, and cosmic biology into luminous psychedelic realms. His canvases glow with Mischtechnik glazes and labyrinthine detail. We preserve that ecstatic density while composing brand-new mythologies free of canonical album references.\n",
+      "artist": "Mati Klarwein",
+      "movement": "Psychedelic Surrealist Mysticism",
+      "style_scope": "single-artist"
+    },
+    "hipgnosis_surrealist_staging": {
+      "id": "hipgnosis_surrealist_staging",
+      "group": "Record Covers",
+      "display_name": "Hipgnosis — Surrealist Photographic Staging",
+      "file": "styles/record_covers/hipgnosis_surrealist_staging.md",
+      "ratios": [
+        "1:1",
+        "2:1"
+      ],
+      "modes": [
+        "Surreal Tableau",
+        "Gatefold Panorama"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Hipgnosis built impossible album covers in-camera—burning handshakes, floating monoliths, deserts full of props—and printed them with dye-transfer saturation. Every illusion was staged with Hasselblad precision and stunt logistics instead of digital tricks. We preserve that practical surrealism while inventing new puzzles and keeping the band iconography original.\n",
+      "artist": "Hipgnosis (Storm Thorgerson & Aubrey Powell)",
+      "movement": "Surrealist Photographic Album Art",
+      "style_scope": "single-artist"
+    },
+    "barney_bubbles_optical_play": {
+      "id": "barney_bubbles_optical_play",
+      "group": "Record Covers",
+      "display_name": "Barney Bubbles — Postmodern Optical Playfulness",
+      "file": "styles/record_covers/barney_bubbles_optical_play.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Optical Prank",
+        "Typographic Trick"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Barney Bubbles smuggled Victorian engravings, op-art interference, and sly typographic jokes into punk-era sleeves. His layouts flip between maximal collage and disciplined grids, always with a wink. MuseoMorph keeps that mischievous design energy while inventing fresh symbols and steering clear of real band logos.\n",
+      "artist": "Barney Bubbles",
+      "movement": "Postmodern Optical Playfulness",
+      "style_scope": "single-artist"
+    },
+    "anton_corbijn_monochrome_cinema": {
+      "id": "anton_corbijn_monochrome_cinema",
+      "group": "Record Covers",
+      "display_name": "Anton Corbijn — Austere Monochrome Cinematography",
+      "file": "styles/record_covers/anton_corbijn_monochrome_cinema.md",
+      "ratios": [
+        "1:1",
+        "4:3"
+      ],
+      "modes": [
+        "Monochrome Portrait",
+        "Band Documentary"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Anton Corbijn photographs musicians like lone actors—grainy monochrome, windswept locations, and solemn gazes. His sleeves bridge fine-art portraiture and post-punk documentary. MuseoMorph keeps that austere mood while inventing new bands, typographic treatments, and weathered settings.\n",
+      "artist": "Anton Corbijn",
+      "movement": "Monochrome Band Portraiture",
+      "style_scope": "single-artist"
+    },
+    "andy_warhol_pop_silkscreen": {
+      "id": "andy_warhol_pop_silkscreen",
+      "group": "Record Covers",
+      "display_name": "Andy Warhol — Pop Art Silkscreen Iconography",
+      "file": "styles/record_covers/andy_warhol_pop_silkscreen.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Silkscreen Portrait",
+        "Icon Grid"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Andy Warhol treated album covers as pop multiples—silkscreened portraits, saturated product shots, and cheeky interactive gimmicks. His compositions rely on flat color fields, bold outlines, and Factory-style studio photography. We echo that celebrity pop vernacular while inventing new motifs and steering clear of licensed stars.\n",
+      "artist": "Andy Warhol",
+      "movement": "Pop Art Silkscreen Iconography",
+      "style_scope": "single-artist"
+    },
+    "alex_steinweiss_theatrical_modernism": {
+      "id": "alex_steinweiss_theatrical_modernism",
+      "group": "Record Covers",
+      "display_name": "Alex Steinweiss — Columbia Records Theatrical Modernism",
+      "file": "styles/record_covers/alex_steinweiss_theatrical_modernism.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Theatrical Poster",
+        "Illustrated Score"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Alex Steinweiss brought Broadway staging to classical records—spotlit instruments, hand-lettered titles, and Art Deco color blocking. His covers feel like miniature theatre marquees swirling with music. We echo that showman spirit while drafting new typography and keeping all signage fictional.\n",
+      "artist": "Alex Steinweiss",
+      "movement": "Columbia Records Theatrical Modernism",
+      "style_scope": "single-artist"
+    },
+    "john_singer_sargent_society_portrait": {
+      "id": "john_singer_sargent_society_portrait",
+      "group": "Royal Portraiture",
+      "display_name": "John Singer Sargent — Gilded Age Authority",
+      "file": "styles/royal_portraiture/john_singer_sargent_society_portrait.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "1:1"
+      ],
+      "modes": [
+        "Standing Portrait",
+        "Salon Bust"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": false
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Sargent welded bravura strokes to photographic accuracy, staging sitters in theatrical light. This card channels his gilt blacks, brisk edgework, and psychological poise for fresh patrons.\n",
+      "artist": "John Singer Sargent",
+      "movement": "Gilded Age Portraiture",
+      "style_scope": "single-artist"
+    },
+    "jacques_louis_david_state_portrait": {
+      "id": "jacques_louis_david_state_portrait",
+      "group": "Royal Portraiture",
+      "display_name": "Jacques-Louis David — Revolutionary Statecraft",
+      "file": "styles/royal_portraiture/jacques_louis_david_state_portrait.md",
+      "ratios": [
+        "4:5",
+        "3:4",
+        "2:3"
+      ],
+      "modes": [
+        "State Allegory",
+        "Republican Bust"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Seat the ruler amid Roman fasces, classical columns, and codified hand gestures.",
+        "identity_priority": [
+          "gesture",
+          "symbol",
+          "lighting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "David framed Napoleon and revolutionary heroes with marble clarity, Roman props, and enamel paint. We retain his hard edges, civic symbolism, and neoclassical light while swearing-in new leaders.\n",
+      "artist": "Jacques-Louis David",
+      "movement": "Neoclassical State Portraiture",
+      "style_scope": "single-artist"
+    },
+    "hans_holbein_tudor_portrait": {
+      "id": "hans_holbein_tudor_portrait",
+      "group": "Royal Portraiture",
+      "display_name": "Hans Holbein — Tudor Court Exactitude",
+      "file": "styles/royal_portraiture/hans_holbein_tudor_portrait.md",
+      "ratios": [
+        "3:4",
+        "4:5",
+        "1:1"
+      ],
+      "modes": [
+        "Court Panel",
+        "Diplomatic Miniature"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": false
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Holbein mapped Henry VIII's court with razor drawing, translucent glazes, and heraldic symbolism. This card keeps his chalk precision and velvet blacks while updating the sitter roster.\n",
+      "artist": "Hans Holbein the Younger",
+      "movement": "Tudor Court Painting",
+      "style_scope": "single-artist"
+    },
+    "franz_winterhalter_court_portrait": {
+      "id": "franz_winterhalter_court_portrait",
+      "group": "Royal Portraiture",
+      "display_name": "Franz Xaver Winterhalter — Satin Spectacle",
+      "file": "styles/royal_portraiture/franz_winterhalter_court_portrait.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "5:4"
+      ],
+      "modes": [
+        "Ballroom Splendor",
+        "Intimate Salon"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Drape silks in cascading diagonals, letting tiaras and gloves trail toward the viewer.",
+        "identity_priority": [
+          "fabric",
+          "gesture",
+          "sparkle"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Winterhalter orchestrated court fashion into whirlwind satin, prismatic jewels, and airy brushstrokes. We echo his glamour lighting and sweeping trains while inviting contemporary monarchs. \n",
+      "artist": "Franz Xaver Winterhalter",
+      "movement": "19th-Century Court Portraiture",
+      "style_scope": "single-artist"
+    },
+    "elisabeth_vigee_le_brun_royal_portrait": {
+      "id": "elisabeth_vigee_le_brun_royal_portrait",
+      "group": "Royal Portraiture",
+      "display_name": "Élisabeth Vigée Le Brun — Rococo Grace",
+      "file": "styles/royal_portraiture/elisabeth_vigee_le_brun_royal_portrait.md",
+      "ratios": [
+        "3:4",
+        "4:5",
+        "1:1"
+      ],
+      "modes": [
+        "Salon Portrait",
+        "Maternal Allegory"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Seat queens or aristocrats amid silk drapery, with children or symbols nestled into soft diagonals.",
+        "identity_priority": [
+          "expression",
+          "fabric",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Vigée Le Brun painted queens with satin highlights, powdered grace, and maternal charisma. This card safeguards her pearly palette and lyrical poses while portraying new regimes.\n",
+      "artist": "Élisabeth Vigée Le Brun",
+      "movement": "Ancien Régime Portraiture",
+      "style_scope": "single-artist"
+    },
+    "diego_velazquez_court_portrait": {
+      "id": "diego_velazquez_court_portrait",
+      "group": "Royal Portraiture",
+      "display_name": "Diego Velázquez — Court of Shadows",
+      "file": "styles/royal_portraiture/diego_velazquez_court_portrait.md",
+      "ratios": [
+        "4:5",
+        "3:4",
+        "2:3"
+      ],
+      "modes": [
+        "Royal Studio",
+        "Equestrian State"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 6,
+        "layout_hint": "Stage the Infanta with attendants and studio mirrors, keeping luminous grays and loose impasto.",
+        "identity_priority": [
+          "gesture",
+          "tonality",
+          "court-rank"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Velázquez dissolved Habsburg formality into silvery brushwork, optical realism, and psychological space. This card maintains his soft edges and atmospheric browns while reimagining the court entourage.\n",
+      "artist": "Diego Velázquez",
+      "movement": "Spanish Golden Age",
+      "style_scope": "single-artist"
+    },
+    "anthony_van_dyck_court_portrait": {
+      "id": "anthony_van_dyck_court_portrait",
+      "group": "Royal Portraiture",
+      "display_name": "Anthony van Dyck — Cavalier Elegance",
+      "file": "styles/royal_portraiture/anthony_van_dyck_court_portrait.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "1:1"
+      ],
+      "modes": [
+        "State Procession",
+        "Studio Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Let the sovereign lean into velvet drapery while pages or hunting teens pivot around.",
+        "identity_priority": [
+          "gesture",
+          "sash",
+          "lighting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Van Dyck draped Charles I in satin diagonals, silver daylight, and aristocratic languor. We preserve his silvery flesh, fluttering ribbons, and swaggering poses while coronating new dynasties.\n",
+      "artist": "Anthony van Dyck",
+      "movement": "Baroque Court Portraiture",
+      "style_scope": "single-artist"
+    },
+    "steve_ditko_psych_mystery": {
+      "id": "steve_ditko_psych_mystery",
+      "group": "Silver Age Comics",
+      "display_name": "Steve Ditko — Psych-Mystic Cover",
+      "file": "styles/silver_age_comics/steve_ditko_psych_mystery.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Mystic Duel",
+        "Mindscape Spiral"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Float cloaked heroes amid surreal geometry, anchoring a portal or villain at center.",
+        "identity_priority": [
+          "gesture",
+          "negative-space",
+          "design"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Steve Ditko warped perspective into mystic portals, split screens, and paranoid figurework. We keep his nervous line, spiral vistas, and asymmetric compositions while conjuring new villains.\n",
+      "artist": "Steve Ditko",
+      "movement": "Strange Tales Psychedelia",
+      "style_scope": "single-artist"
+    },
+    "neal_adams_realism_cover": {
+      "id": "neal_adams_realism_cover",
+      "group": "Silver Age Comics",
+      "display_name": "Neal Adams — Realist Shock Cover",
+      "file": "styles/silver_age_comics/neal_adams_realism_cover.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Crisis Moment",
+        "Team Spotlight"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Stack dramatic foreshortening with spotlight gradients and typographic shock boxes.",
+        "identity_priority": [
+          "gesture",
+          "lighting",
+          "drama"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Neal Adams fused anatomical realism, spotlights, and shock headlines to jolt the spinner rack. This card keeps his dramatic poses and social commentary energy while unveiling new superhero crises.\n",
+      "artist": "Neal Adams",
+      "movement": "Late Silver Age Realism",
+      "style_scope": "single-artist"
+    },
+    "john_romita_sr_spider_city": {
+      "id": "john_romita_sr_spider_city",
+      "group": "Silver Age Comics",
+      "display_name": "John Romita Sr. — Romantic City Swing",
+      "file": "styles/silver_age_comics/john_romita_sr_spider_city.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Hero Cover",
+        "Romantic Drama"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Balance Spidey web arcs with soap-opera closeups in the corner box zone.",
+        "identity_priority": [
+          "gesture",
+          "expression",
+          "city-grid"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "John Romita Sr. blended crisp superhero heroics with soap-opera glamour and Mid-Century New York signage. This card maintains his clean inks, spotlight lighting, and romantic tension while inventing fresh crises.\n",
+      "artist": "John Romita Sr.",
+      "movement": "Marvel Silver Age",
+      "style_scope": "single-artist"
+    },
+    "jim_steranko_op_art_cover": {
+      "id": "jim_steranko_op_art_cover",
+      "group": "Silver Age Comics",
+      "display_name": "Jim Steranko — Op-Art Espionage",
+      "file": "styles/silver_age_comics/jim_steranko_op_art_cover.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Op-Art Burst",
+        "Spy Montage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Fuse silhouetted agents with psychedelic typography and graphic geometry.",
+        "identity_priority": [
+          "design",
+          "gesture",
+          "color-blocking"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jim Steranko injected pop-art stripes, psychedelic gradients, and Bond gadgetry into Marvel espionage.  We honor his graphic bravado while inventing new missions and villains.\n",
+      "artist": "Jim Steranko",
+      "movement": "Marvel Psychedelic Espionage",
+      "style_scope": "single-artist"
+    },
+    "jack_kirby_cosmic_cover": {
+      "id": "jack_kirby_cosmic_cover",
+      "group": "Silver Age Comics",
+      "display_name": "Jack Kirby — Cosmic Power Burst",
+      "file": "styles/silver_age_comics/jack_kirby_cosmic_cover.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Solo Hero",
+        "Team Smash"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Explode heroes across diagonal Kirby krackle with foreshortened fists out front.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "energy"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jack Kirby detonated cosmic hands, crackling energy, and fist-first foreshortening across every cover. We keep his power bursts, blocky anatomy, and ben-day punch while scripting new epics.\n",
+      "artist": "Jack Kirby",
+      "movement": "Marvel Silver Age",
+      "style_scope": "single-artist"
+    },
+    "gene_colan_motion_blur": {
+      "id": "gene_colan_motion_blur",
+      "group": "Silver Age Comics",
+      "display_name": "Gene Colan — Cinematic Motion",
+      "file": "styles/silver_age_comics/gene_colan_motion_blur.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Dynamic Chase",
+        "Moody Spotlight"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Tilt the horizon and let speed lines ribbon around the lead figure.",
+        "identity_priority": [
+          "gesture",
+          "lighting",
+          "motion"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Gene Colan smeared speed across noir lighting, cinematic angles, and foggy brushwork. This card preserves his blurred motion, chiaroscuro panels, and expressive inking for new cliffhangers.\n",
+      "artist": "Gene Colan",
+      "movement": "Marvel Silver Age",
+      "style_scope": "single-artist"
+    },
+    "wes_wilson_psychedelic_lettering": {
+      "id": "wes_wilson_psychedelic_lettering",
+      "group": "Psychedelic Art",
+      "display_name": "Wes Wilson — Psychedelic Lettering Revolution",
+      "file": "styles/psychedelic_art/wes_wilson_psychedelic_lettering.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Concert Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Wes Wilson turned typography into liquid architecture—letterforms bulging until the message hid inside the color. His posters pulse with anti-establishment swagger. We honour that molten lettering while inventing new political slogans and ballroom dates.\n",
+      "artist": "Wes Wilson",
+      "movement": "Psychedelic Letterform Revolution",
+      "style_scope": "single-artist"
+    },
+    "victor_moscoso_psychedelic_poster": {
+      "id": "victor_moscoso_psychedelic_poster",
+      "group": "Psychedelic Art",
+      "display_name": "Victor Moscoso — Electric Psychedelic Poster",
+      "file": "styles/psychedelic_art/victor_moscoso_psychedelic_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Concert Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Victor Moscoso bent fluorescent inks into vibrating color chords—faces dissolving into electric gradients, hand-lettered mazes, and halftone dots blown up huge. We protect that 1966–71 ballroom energy while inventing fresh gigs and mind-bending palettes.\n",
+      "artist": "Victor Moscoso",
+      "movement": "San Francisco Psychedelic Poster Art",
+      "style_scope": "single-artist"
+    },
+    "peter_max_cosmic_pop": {
+      "id": "peter_max_cosmic_pop",
+      "group": "Psychedelic Art",
+      "display_name": "Peter Max — Cosmic Pop Psychedelia",
+      "file": "styles/psychedelic_art/peter_max_cosmic_pop.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Poster Art"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Peter Max flooded the zeitgeist with day-glo cosmos—silhouettes orbiting pop-art planets, rainbow gradients, and cosmic lovers. We capture that optimistic psychedelia while plotting new astral travelers and peace-age slogans.\n",
+      "artist": "Peter Max",
+      "movement": "Cosmic Pop Psychedelia",
+      "style_scope": "single-artist"
+    },
+    "mouse_kelley_psychedelic_collage": {
+      "id": "mouse_kelley_psychedelic_collage",
+      "group": "Psychedelic Art",
+      "display_name": "Mouse & Kelley — Psychedelic Collage Poster",
+      "file": "styles/psychedelic_art/mouse_kelley_psychedelic_collage.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Concert Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Stanley Mouse and Alton Kelley fused Art Nouveau loops, spiritual iconography, and photographic collage into the Family Dog poster house style. We keep their hand-cut lettering and sinuous borders while celebrating brand-new ballrooms and headliners.\n",
+      "artist": "Stanley Mouse & Alton Kelley",
+      "movement": "Mouse & Kelley Psychedelic Collage",
+      "style_scope": "single-artist"
+    },
+    "bonnie_maclean_psychedelic_type": {
+      "id": "bonnie_maclean_psychedelic_type",
+      "group": "Psychedelic Art",
+      "display_name": "Bonnie MacLean — Fillmore Poster Flourish",
+      "file": "styles/psychedelic_art/bonnie_maclean_psychedelic_type.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Concert Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Bonnie MacLean orchestrated rococo lettering, mythic figures, and jewel tones for the Fillmore marquees when Wes Wilson left. Her posters feel like stained glass set to acid rock. We extend that flow with new lineups, peacocks, and palette pairings.\n",
+      "artist": "Bonnie MacLean",
+      "movement": "Fillmore Poster Psychedelia",
+      "style_scope": "single-artist"
+    },
+    "soviet_constructivism_agitprop": {
+      "id": "soviet_constructivism_agitprop",
+      "group": "Propaganda Art",
+      "display_name": "Soviet Constructivism — Revolutionary Agitprop",
+      "file": "styles/propaganda_art/soviet_constructivism_agitprop.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Agitprop Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Constructivists sliced photo fragments and red wedges into megaphones for the revolution. Bold diagonals, sans-serif slogans, and offset litho grain turned industry into message. We channel that 1920s shock while speaking to new causes without reviving state emblems.\n",
+      "artist": "Constructivist Collective",
+      "movement": "Soviet Constructivist Propaganda",
+      "style_scope": "movement"
+    },
+    "chinese_cultural_revolution_poster": {
+      "id": "chinese_cultural_revolution_poster",
+      "group": "Propaganda Art",
+      "display_name": "Chinese Cultural Revolution — Revolutionary Poster",
+      "file": "styles/propaganda_art/chinese_cultural_revolution_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Revolutionary Mobilization"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Cultural Revolution posters glow with socialist realism: sunlit reds, smiling masses, and heroic Maoist iconography. Brush-drawn figures were then printed in huge runs. We echo that fervor while crafting new allegories free of actual party slogans.\n",
+      "artist": "Chinese Propaganda Studios",
+      "movement": "Chinese Cultural Revolution Propaganda",
+      "style_scope": "movement"
+    },
+    "bauhaus_universal_poster": {
+      "id": "bauhaus_universal_poster",
+      "group": "Propaganda Art",
+      "display_name": "Bauhaus — Universal Graphic Poster",
+      "file": "styles/propaganda_art/bauhaus_universal_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Educational Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Bauhaus designers stripped posters to pure function: grid systems, primary colors, modular type, and sans-serif clarity. They treated communication as an assembly line. We honor that rational elegance while drafting new lessons and wayfinding systems.\n",
+      "artist": "Bauhaus Student Workshops",
+      "movement": "Bauhaus Graphic Design",
+      "style_scope": "movement"
+    },
+    "art_deco_progress_poster": {
+      "id": "art_deco_progress_poster",
+      "group": "Propaganda Art",
+      "display_name": "Art Deco — Modern Progress Propaganda",
+      "file": "styles/propaganda_art/art_deco_progress_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Corporate Progress Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Art Deco propaganda sold modernity—streamlined locomotives, skyscrapers, sunburst typography. Airbrush gradients met strict geometry, promising glamour and speed. We revive that optimism responsibly, inventing future-facing messages and icon sets.\n",
+      "artist": "Art Deco Poster Studios",
+      "movement": "Art Deco Corporate Propaganda",
+      "style_scope": "movement"
+    },
+    "american_wpa_progress_poster": {
+      "id": "american_wpa_progress_poster",
+      "group": "Propaganda Art",
+      "display_name": "American WPA — New Deal Progress Poster",
+      "file": "styles/propaganda_art/american_wpa_progress_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Public Service Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "WPA artists married simplified realism, human warmth, and bold typography to sell literacy, parks, and public health. Silkscreen flats, hand-cut stencils, and friendly palettes felt optimistic. We keep that civic lift while inventing new community campaigns.\n",
+      "artist": "Works Progress Administration Workshops",
+      "movement": "WPA Public Service Poster",
+      "style_scope": "movement"
+    },
+    "tom_jung_storyboard_collage": {
+      "id": "tom_jung_storyboard_collage",
+      "group": "Movie Posters",
+      "display_name": "Tom Jung — Storyboard Collage",
+      "file": "styles/movie_posters/tom_jung_storyboard_collage.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Storyboard Collage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 7,
+        "layout_hint": "Central protagonists framed by storyboard vignettes and angled banners around the 2:3 spine.",
+        "identity_priority": [
+          "narrative",
+          "gesture",
+          "composition"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Tom Jung arranged film narratives like painted storyboards-heroic central figures framed by angled vignettes and scrollwork type. MuseoMorph honors his collage grammar while scripting new adventures.\n",
+      "artist": "Tom Jung",
+      "movement": "Storyboard Collage Illustration",
+      "style_scope": "single-artist"
+    },
+    "saul_bass_graphic_motion_poster": {
+      "id": "saul_bass_graphic_motion_poster",
+      "group": "Movie Posters",
+      "display_name": "Saul Bass — Graphic Motion Poster",
+      "file": "styles/movie_posters/saul_bass_graphic_motion_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Graphic Signal"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "One dominant symbol or silhouette anchors the poster; supporting figures remain secondary glyphs.",
+        "identity_priority": [
+          "symbol",
+          "gesture",
+          "typography"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Saul Bass distilled entire films into jagged silhouettes, concentric motion, and stark typography. This card keeps the 1950s-70s graphic modernism intact while inventing new iconography instead of recycling studio marks.\n",
+      "artist": "Saul Bass",
+      "movement": "Mid-Century Graphic Modernism",
+      "style_scope": "single-artist"
+    },
+    "robert_mcginnis_gouache_spy_poster": {
+      "id": "robert_mcginnis_gouache_spy_poster",
+      "group": "Movie Posters",
+      "display_name": "Robert McGinnis — Gouache Spy Glamour",
+      "file": "styles/movie_posters/robert_mcginnis_gouache_spy_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Spy Thriller Montage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Hero male 40-50% height, flanked by impossibly tall women and narrative vignettes on white field.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "gouache-texture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "McGinnis sold spy thrillers with gouache heroics-razor silhouettes, towering femme fatales, and jewel-toned couture floating against immaculate white. This card revives his 1960s-80s mixed-media workflow for contemporary posters.\n",
+      "artist": "Robert McGinnis",
+      "movement": "Mid-Century Gouache",
+      "style_scope": "single-artist"
+    },
+    "richard_amsel_illustrated_montage": {
+      "id": "richard_amsel_illustrated_montage",
+      "group": "Movie Posters",
+      "display_name": "Richard Amsel — Illustrated Montage",
+      "file": "styles/movie_posters/richard_amsel_illustrated_montage.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Painterly Montage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 6,
+        "layout_hint": "Hero portrait dominates upper third; supporting cast orbit in painterly bands around typographic center.",
+        "identity_priority": [
+          "portrait",
+          "color-glow",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Richard Amsel blended gouache, acrylic, and colored pencil into luminous portrait montages for cinema and television. MuseoMorph preserves his velvety painting and incandescent color halos while inventing fresh narratives.\n",
+      "artist": "Richard Amsel",
+      "movement": "Painterly Montage Illustration",
+      "style_scope": "single-artist"
+    },
+    "reynold_brown_realist_thriller": {
+      "id": "reynold_brown_realist_thriller",
+      "group": "Movie Posters",
+      "display_name": "Reynold Brown — Realist Thriller",
+      "file": "styles/movie_posters/reynold_brown_realist_thriller.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Disaster Spectacle",
+        "Creature Panic"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Heroic victims foreground, looming threat upper half, panic crowd bands along the base.",
+        "identity_priority": [
+          "gesture",
+          "threat",
+          "dramatic-lighting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Reynold Brown brought realist oil technique to 1950s-60s exploitation posters-screaming crowds, tilted horizons, and colossal threats. This card keeps his cinematic draftsmanship while inventing new spectacle scenarios.\n",
+      "artist": "Reynold Brown",
+      "movement": "Dramatic Realist One-Sheet",
+      "style_scope": "single-artist"
+    },
+    "philip_gips_minimalist_concept": {
+      "id": "philip_gips_minimalist_concept",
+      "group": "Movie Posters",
+      "display_name": "Philip Gips — Minimalist Concept",
+      "file": "styles/movie_posters/philip_gips_minimalist_concept.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Minimal Concept"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": false
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Philip Gips pared film promotion to a single conceptual photograph or silhouette set against vast negative space. We keep that restrained minimalism while inventing fresh metaphors and typography.\n",
+      "artist": "Philip Gips",
+      "movement": "Minimalist Conceptual One-Sheet",
+      "style_scope": "single-artist"
+    },
+    "john_alvin_cinematic_glow_poster": {
+      "id": "john_alvin_cinematic_glow_poster",
+      "group": "Movie Posters",
+      "display_name": "John Alvin — Cinematic Glow",
+      "file": "styles/movie_posters/john_alvin_cinematic_glow_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Atmospheric Glow"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Central figure or symbol rises from a luminous mist; supporting silhouettes fade into the gradient.",
+        "identity_priority": [
+          "silhouette",
+          "light",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "John Alvin stacked airbrushed gradients, soft rim light, and cinematic silhouettes to promise wonder in the lobby. We sustain his ethereal glow and theatrical atmosphere without borrowing franchise logos or actor likenesses.\n",
+      "artist": "John Alvin",
+      "movement": "Atmospheric Glow One-Sheet",
+      "style_scope": "single-artist"
+    },
+    "hans_hillmann_modernist_collage": {
+      "id": "hans_hillmann_modernist_collage",
+      "group": "Movie Posters",
+      "display_name": "Hans Hillmann — Modernist Collage",
+      "file": "styles/movie_posters/hans_hillmann_modernist_collage.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Graphic Collage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Photographic cut-outs, type blocks, and color fields balance in asymmetric 2:3 grids.",
+        "identity_priority": [
+          "concept",
+          "collage",
+          "typography"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Hans Hillmann merged photo collage, hand lettering, and color blocking for Germany's postwar cinema posters. We sustain that modernist tension while designing wholly new film concepts.\n",
+      "artist": "Hans Hillmann",
+      "movement": "European Modernist Poster",
+      "style_scope": "single-artist"
+    },
+    "frank_mccarthy_action_panorama": {
+      "id": "frank_mccarthy_action_panorama",
+      "group": "Movie Posters",
+      "display_name": "Frank McCarthy — Action Panorama",
+      "file": "styles/movie_posters/frank_mccarthy_action_panorama.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Action Charge"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 8,
+        "layout_hint": "Kinetic diagonal cavalry or commandos sweep upward; smoke and debris trail along the base.",
+        "identity_priority": [
+          "motion",
+          "gesture",
+          "atmosphere"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Frank McCarthy froze cavalry charges and spy chases mid-surge, layering oil splashes, flying debris, and motion blur. We retain his dynamic diagonals and saturated battle lighting for new adventures.\n",
+      "artist": "Frank McCarthy",
+      "movement": "Action Panorama Illustration",
+      "style_scope": "single-artist"
+    },
+    "drew_struzan_cinematic_poster": {
+      "id": "drew_struzan_cinematic_poster",
+      "group": "Movie Posters",
+      "display_name": "Drew Struzan — Cinematic Montage",
+      "file": "styles/movie_posters/drew_struzan_cinematic_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Heroic Montage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 7,
+        "layout_hint": "Triangular montage: lead portrait top center, supporting cast flanking, action vignette anchoring lower third.",
+        "identity_priority": [
+          "portrait",
+          "gesture",
+          "warm-atmosphere"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Drew Struzan airbrushed luminous gradients over gesso tooth, stacked cast portraits into triangular montages, and finished with colored pencil sparkles. This card revives that 1980s-2000s mixed-media workflow for cinematic posters.\n",
+      "artist": "Drew Struzan",
+      "movement": "Cinematic Montage",
+      "style_scope": "single-artist"
+    },
+    "bill_gold_conceptual_campaign": {
+      "id": "bill_gold_conceptual_campaign",
+      "group": "Movie Posters",
+      "display_name": "Bill Gold — Conceptual Campaign",
+      "file": "styles/movie_posters/bill_gold_conceptual_campaign.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Conceptual One-Sheet"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "One high-concept image or figure anchors the sheet; supporting motifs sit in modular tiles.",
+        "identity_priority": [
+          "concept",
+          "typography",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Bill Gold orchestrated some of Hollywood's smartest poster campaigns, pairing high-concept imagery with modular type systems. This card preserves his editorial clarity while keeping brand-new narratives.\n",
+      "artist": "Bill Gold",
+      "movement": "Conceptual Campaign Design",
+      "style_scope": "single-artist"
+    },
+    "al_hirschfeld_linear_calligraphic_poster": {
+      "id": "al_hirschfeld_linear_calligraphic_poster",
+      "group": "Movie Posters",
+      "display_name": "Al Hirschfeld — Linear Calligraphic Poster",
+      "file": "styles/movie_posters/al_hirschfeld_linear_calligraphic_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Ink Contour Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "One dominant gesture occupies 40-60% frame; supporting players appear as linear cameos.",
+        "identity_priority": [
+          "gesture",
+          "silhouette",
+          "stylistic-outline"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Hirschfeld captured Broadway and Hollywood personalities with continuous contour lines and strategic black fills. This card reproduces his ink-on-board theatrical posters: confident calligraphic strokes, minimal backgrounds, and poster-ready typography.\n",
+      "artist": "Al Hirschfeld",
+      "movement": "Golden Age Illustration",
+      "style_scope": "single-artist"
+    },
+    "vga_lucasarts_adventure": {
+      "id": "vga_lucasarts_adventure",
+      "group": "Pixel Art",
+      "display_name": "VGA Pixel Art — LucasArts Adventure",
+      "file": "styles/pixel_art/vga_lucasarts_adventure.md",
+      "ratios": [
+        "320:200"
+      ],
+      "modes": [
+        "Adventure game scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "LucasArts adventure rooms breathe with 320×200 VGA pixels, checkerboard dithering, and verb menus. We keep the SCUMM-era constraints while crafting new point-and-click locales, props, and inventory puzzles.\n",
+      "artist": "LucasArts SCUMM Artists",
+      "movement": "VGA Adventure Pixel Art",
+      "style_scope": "movement"
+    },
+    "snes_16bit_jrpg_pixel": {
+      "id": "snes_16bit_jrpg_pixel",
+      "group": "Pixel Art",
+      "display_name": "SNES Pixel Art — 16-Bit JRPG Portraits",
+      "file": "styles/pixel_art/snes_16bit_jrpg_pixel.md",
+      "ratios": [
+        "256:224"
+      ],
+      "modes": [
+        "RPG character portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "SNES JRPG sprites joined 32,768-color palettes with anime expressions and Mode 7 backdrops. We keep the 256×224 canvas, 15-color sub-palettes, and gradient dithering while summoning new party members.\n",
+      "artist": "SNES Pixel Studios",
+      "movement": "SNES JRPG Pixel Art",
+      "style_scope": "movement"
+    },
+    "nes_8bit_sprite_256x240": {
+      "id": "nes_8bit_sprite_256x240",
+      "group": "Pixel Art",
+      "display_name": "NES Pixel Art — 8-Bit Sprites",
+      "file": "styles/pixel_art/nes_8bit_sprite_256x240.md",
+      "ratios": [
+        "256:240"
+      ],
+      "modes": [
+        "Game sprite"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "NES artists mapped heroes onto 8×8 tiles, three-color palettes, and flickering scanlines. We lock to that 1983–1994 hardware—attribute tables, sprite budgets—and dream up new mascots ready for a CRT.\n",
+      "artist": "NES PPU Developers",
+      "movement": "NES 8-bit Pixel Art",
+      "style_scope": "movement"
+    },
+    "isometric_pixel_rpg_tactical": {
+      "id": "isometric_pixel_rpg_tactical",
+      "group": "Pixel Art",
+      "display_name": "Isometric Pixel Art — Tactical RPG",
+      "file": "styles/pixel_art/isometric_pixel_rpg_tactical.md",
+      "ratios": [
+        "2:1",
+        "16:9"
+      ],
+      "modes": [
+        "Tactical RPG unit sheet"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Isometric SRPGs balance 2:1 diamonds, elevation shading, and sprite readability. We keep the tile math, height ramps, and UI gutters while designing new squads, abilities, and battlefields.\n",
+      "artist": "Isometric RPG Studios",
+      "movement": "Isometric Tactical Pixel Art",
+      "style_scope": "movement"
+    },
+    "hd2d_octopath_style": {
+      "id": "hd2d_octopath_style",
+      "group": "Pixel Art",
+      "display_name": "HD-2D Pixel Art — Octopath Traveler",
+      "file": "styles/pixel_art/hd2d_octopath_style.md",
+      "ratios": [
+        "16:9"
+      ],
+      "modes": [
+        "HD-2D portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "HD-2D fuses 16-bit sprites with Unreal Engine lighting—tilt-shift villages, volumetric rays, and high-resolution textures. We honor that fusion while inventing new travelers, summons, and vignette stages.\n",
+      "artist": "HD-2D Art Teams",
+      "movement": "Hybrid HD-2D Pixel Art",
+      "style_scope": "movement"
+    },
+    "cps1_arcade_fighter_sprite": {
+      "id": "cps1_arcade_fighter_sprite",
+      "group": "Pixel Art",
+      "display_name": "Arcade Pixel Art — CPS-1 Fighters",
+      "file": "styles/pixel_art/cps1_arcade_fighter_sprite.md",
+      "ratios": [
+        "384:224"
+      ],
+      "modes": [
+        "Fighter select portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Arcade fighters were assembled from 16×16 tiles, palette patches, and 60 fps animation on CPS-1 boards. We preserve that ROM-budget discipline—move lists, foreshortened kicks—while debuting new combatants and stages.\n",
+      "artist": "Capcom CPS-1 Pixel Teams",
+      "movement": "Arcade CPS-1 Pixel Art",
+      "style_scope": "movement"
+    },
+    "todd_mcfarlane_cape_dynamics": {
+      "id": "todd_mcfarlane_cape_dynamics",
+      "group": "Modern Age Comics",
+      "display_name": "Todd McFarlane — Cape Dynamics & Chaos",
+      "file": "styles/modern_age_comics/todd_mcfarlane_cape_dynamics.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Supernatural Anti-Hero"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Todd McFarlane’s capes writhe like living smoke, with ink spatters and 200 strands flinging across the frame. We keep that chaotic silhouette, exaggerated anatomy, and grungy textures while inventing new anti-heroes and void-drenched skylines.\n",
+      "artist": "Todd McFarlane",
+      "movement": "Supernatural Anti-Hero Illustration",
+      "style_scope": "single-artist"
+    },
+    "russell_dauterman_crystal_splash": {
+      "id": "russell_dauterman_crystal_splash",
+      "group": "Modern Age Comics",
+      "display_name": "Russell Dauterman — Crystal Splash Variants",
+      "file": "styles/modern_age_comics/russell_dauterman_crystal_splash.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Variant Splash"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Russell Dauterman goes maximal—prismatic armor, swirling ribbons, and dual-color rim lights. Every cover feels like a deluxe trading card. We keep the high-gloss spectacle while inventing fresh costumes, magic effects, and fashion-forward hero poses.\n",
+      "artist": "Russell Dauterman",
+      "movement": "Modern Variant Cover Illustration",
+      "style_scope": "single-artist"
+    },
+    "rob_liefeld_pouch_power": {
+      "id": "rob_liefeld_pouch_power",
+      "group": "Modern Age Comics",
+      "display_name": "Rob Liefeld — Pouch Power & Impact",
+      "file": "styles/modern_age_comics/rob_liefeld_pouch_power.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Extreme Team Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rob Liefeld amps everything to eleven—shoulder pads, pouches, foreshortened weapons, and teeth-gritted energy. We lean into that kinetic 90s bombast while crafting original squads, weapons, and cover copy riffs.\n",
+      "artist": "Rob Liefeld",
+      "movement": "Extreme 1990s Superhero Aesthetic",
+      "style_scope": "single-artist"
+    },
+    "peach_momoko_folklore_fusion": {
+      "id": "peach_momoko_folklore_fusion",
+      "group": "Modern Age Comics",
+      "display_name": "Peach Momoko — Folklore Watercolor Fusion",
+      "file": "styles/modern_age_comics/peach_momoko_folklore_fusion.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Folklore Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Peach Momoko blends ukiyo-e, watercolor blooms, and modern character design into dreamy variant covers. Ink dissolves into skin, flowers, and spectral dragons. We continue that folkloric fusion with new myths and costume motifs.\n",
+      "artist": "Peach Momoko",
+      "movement": "Avant-Garde Watercolor Superheroes",
+      "style_scope": "single-artist"
+    },
+    "olivier_coipel_barokinetic": {
+      "id": "olivier_coipel_barokinetic",
+      "group": "Modern Age Comics",
+      "display_name": "Olivier Coipel — Barokinetic Superheroes",
+      "file": "styles/modern_age_comics/olivier_coipel_barokinetic.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Gestural Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Olivier Coipel mixes French bande dessinée grace with superhero muscle—twisting torsos, ribboned capes, and luminous digital colors. We channel that balletic energy with new gods, layouts, and lens-flares.\n",
+      "artist": "Olivier Coipel",
+      "movement": "Baroque-influenced Modern Superheroes",
+      "style_scope": "single-artist"
+    },
+    "mike_mignola_gothic_shadow": {
+      "id": "mike_mignola_gothic_shadow",
+      "group": "Modern Age Comics",
+      "display_name": "Mike Mignola — Gothic Shadow Blocks",
+      "file": "styles/modern_age_comics/mike_mignola_gothic_shadow.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Gothic Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Mike Mignola reduces worlds to black slabs, blood-red highlights, and knotted folklore icons. His covers are like woodcuts lit by a single match. We echo that stark drama with new cryptids, artifacts, and negative-space storytelling.\n",
+      "artist": "Mike Mignola",
+      "movement": "Gothic Supernatural Illustration",
+      "style_scope": "single-artist"
+    },
+    "marc_silvestri_elegant_energy": {
+      "id": "marc_silvestri_elegant_energy",
+      "group": "Modern Age Comics",
+      "display_name": "Marc Silvestri — Elegant Energy",
+      "file": "styles/modern_age_comics/marc_silvestri_elegant_energy.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Dynamic Ensemble"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Marc Silvestri floods the page with wiry anatomy, diagonal compositions, and rapier-thin brushwork. The energy feels balletic yet savage. We echo that style with new team rosters, signature weapons, and kinetic lighting.\n",
+      "artist": "Marc Silvestri",
+      "movement": "Dynamic Line Superhero Illustration",
+      "style_scope": "single-artist"
+    },
+    "jorge_jimenez_kinetic_manga": {
+      "id": "jorge_jimenez_kinetic_manga",
+      "group": "Modern Age Comics",
+      "display_name": "Jorge Jiménez — Kinetic Manga-Fusion",
+      "file": "styles/modern_age_comics/jorge_jimenez_kinetic_manga.md",
+      "ratios": [
+        "2:3",
+        "16:9"
+      ],
+      "modes": [
+        "Kinetic Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jorge Jiménez fuses shōnen dynamism with DC boldness—speed lines, glints of neon, and emotion cranked past eleven. We mirror that adrenaline while coining new characters, speed trails, and manga-inspired lighting.\n",
+      "artist": "Jorge Jiménez",
+      "movement": "Manga-Infused Superhero Illustration",
+      "style_scope": "single-artist"
+    },
+    "jim_lee_crosshatch_superhero": {
+      "id": "jim_lee_crosshatch_superhero",
+      "group": "Modern Age Comics",
+      "display_name": "Jim Lee — Crosshatch Superhero Precision",
+      "file": "styles/modern_age_comics/jim_lee_crosshatch_superhero.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Superhero Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jim Lee’s 1990s covers defined the Modern Age—razor crosshatching, 8.5-head heroics, and anatomy dialed past believable. We preserve that technical bravado while designing totally new costuming, emblems, and city skylines.\n",
+      "artist": "Jim Lee",
+      "movement": "Modern Age Superhero Illustration",
+      "style_scope": "single-artist"
+    },
+    "declan_shalvey_graphic_noir": {
+      "id": "declan_shalvey_graphic_noir",
+      "group": "Modern Age Comics",
+      "display_name": "Declan Shalvey — Graphic Noir Minimalism",
+      "file": "styles/modern_age_comics/declan_shalvey_graphic_noir.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Minimalist Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Declan Shalvey carves silhouettes out of velvety blacks and stark whites, sometimes letting a splash of neon slice through. We keep that minimalist noir approach while introducing new vigilantes, architectural grids, and symbolic props.\n",
+      "artist": "Declan Shalvey",
+      "movement": "Graphic Noir Superhero Illustration",
+      "style_scope": "single-artist"
+    },
+    "arthur_adams_detail_deluge": {
+      "id": "arthur_adams_detail_deluge",
+      "group": "Modern Age Comics",
+      "display_name": "Arthur Adams — Detail Deluge",
+      "file": "styles/modern_age_comics/arthur_adams_detail_deluge.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Detailed Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Arthur Adams renders a thousand buckles, tentacles, and expression lines per inch. His 1980s-to-present covers teem with kaiju, tech, and charm. We honor that obsessive detail while crafting new monster brawls and gadget-laden heroes.\n",
+      "artist": "Arthur Adams",
+      "movement": "Hyper-Detailed Superhero Illustration",
+      "style_scope": "single-artist"
+    },
+    "alex_ross_painterly_realism": {
+      "id": "alex_ross_painterly_realism",
+      "group": "Modern Age Comics",
+      "display_name": "Alex Ross — Painterly Superhero Realism",
+      "file": "styles/modern_age_comics/alex_ross_painterly_realism.md",
+      "ratios": [
+        "2:3",
+        "16:9",
+        "3:4"
+      ],
+      "modes": [
+        "Photorealistic Painting",
+        "Cinematic Widescreen"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Alex Ross treats superheroes like Renaissance apostles—gouache over pencil, charcoal underdrawings, and theatre lighting spotlighting every fold. We retain that reverent realism while creating brand-new icons and allegorical staging.\n",
+      "artist": "Alex Ross",
+      "movement": "Photorealistic Superhero Painting",
+      "style_scope": "single-artist"
+    },
+    "romanesque_manuscript_illumination": {
+      "id": "romanesque_manuscript_illumination",
+      "group": "Medieval Illumination",
+      "display_name": "Romanesque Manuscript Illumination — Architectural Narrative",
+      "file": "styles/medieval_illumination/romanesque_manuscript_illumination.md",
+      "ratios": [
+        "3:4",
+        "1:1",
+        "5:4"
+      ],
+      "modes": [
+        "Historiated Initial",
+        "Narrative Panel"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Stack scenes like bayed architecture with saints or prophets tiered under arcades.",
+        "identity_priority": [
+          "geometry",
+          "gesture",
+          "palette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Romanesque monks engineered narrative walls of color and pattern, turning every initial into a miniature cloister. We preserve their masonry geometry and palette of mineral reds, lapis, and verdigris while scripting new visions.\n",
+      "artist": "Romanesque Workshops",
+      "movement": "Romanesque Monastic Scriptoria",
+      "style_scope": "movement"
+    },
+    "ottonian_manuscript_illumination": {
+      "id": "ottonian_manuscript_illumination",
+      "group": "Medieval Illumination",
+      "display_name": "Ottonian Manuscript Illumination — Imperial Gospel Gold",
+      "file": "styles/medieval_illumination/ottonian_manuscript_illumination.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "1:1"
+      ],
+      "modes": [
+        "Gospel Opening",
+        "Imperial Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Center the enthroned figure and flank with imperial patrons or evangelists inside arcaded gold.",
+        "identity_priority": [
+          "hieratic-scale",
+          "gesture",
+          "insignia"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Ottonian illuminators fused Carolingian classicism with Byzantine gold, suspending emperors and evangelists inside jeweled arcades. This card enforces their burnished grounds, cloisonné color blocking, and architectural framing while inventing new devotions.\n",
+      "artist": "Ottonian Imperial Workshops",
+      "movement": "Ottonian Court Scriptorium",
+      "style_scope": "movement"
+    },
+    "insular_manuscript_illumination": {
+      "id": "insular_manuscript_illumination",
+      "group": "Medieval Illumination",
+      "display_name": "Insular Manuscript Illumination — Interlace Cosmos",
+      "file": "styles/medieval_illumination/insular_manuscript_illumination.md",
+      "ratios": [
+        "1:1",
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Carpet Page",
+        "Evangelist Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Fuse zoomorphic knots with figure medallions, keeping spirals and step patterns interlocked.",
+        "identity_priority": [
+          "interlace",
+          "symbol",
+          "hierarchy"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Insular scribes braided zoomorphic knots, spiral mazes, and jeweled letters into cosmic carpets. This card keeps the breath-line penwork and tempered dyes while choreographing new gospel abstractions.\n",
+      "artist": "Insular Monastic Schools",
+      "movement": "Insular Hiberno-Saxon",
+      "style_scope": "movement"
+    },
+    "gothic_manuscript_illumination": {
+      "id": "gothic_manuscript_illumination",
+      "group": "Medieval Illumination",
+      "display_name": "Gothic Manuscript Illumination — Courtly Light",
+      "file": "styles/medieval_illumination/gothic_manuscript_illumination.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "4:5"
+      ],
+      "modes": [
+        "Calendar Folio",
+        "Courtly Devotion"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Arcade the margins with floral gilding and populate interiors with elegant courtiers.",
+        "identity_priority": [
+          "gesture",
+          "fabric",
+          "gilding"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "International Gothic illuminators bathed aristocrats in rose madder, ultramarine, and punched gold halos. We honor their lacework borders and atmospheric perspective while composing new calendars and devotions.\n",
+      "artist": "Gothic Court Workshops",
+      "movement": "15th-Century International Gothic",
+      "style_scope": "movement"
+    },
+    "rumiko_takahashi_romantic_manga": {
+      "id": "rumiko_takahashi_romantic_manga",
+      "group": "Manga",
+      "display_name": "Rumiko Takahashi - Romantic Comedy Dynamo",
+      "file": "styles/manga/rumiko_takahashi_romantic_manga.md",
+      "ratios": [
+        "2:3",
+        "4:5",
+        "4:3"
+      ],
+      "modes": [
+        "Romantic Cover",
+        "Dynamic Ensemble"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Give the lead 60 percent of the frame with friends orbiting in comedic motion lines.",
+        "identity_priority": [
+          "silhouette",
+          "expression",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rumiko Takahashi pairs slapstick kinetics with heartfelt romance, rendering big eyes, voluminous hair, and pastel washes. This card keeps that 1980s watercolor charm while inventing new cast lineups.\n",
+      "artist": "Rumiko Takahashi",
+      "movement": "Romantic Comedy Shonen Manga",
+      "style_scope": "single-artist"
+    },
+    "riyoko_ikeda_historical_shojo": {
+      "id": "riyoko_ikeda_historical_shojo",
+      "group": "Manga",
+      "display_name": "Riyoko Ikeda - Revolutionary Shoujo Romance",
+      "file": "styles/manga/riyoko_ikeda_historical_shojo.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Romantic Portrait",
+        "Historical Tableau"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Let two protagonists overlap within rose-laden emotion-scapes or Versailles interiors.",
+        "identity_priority": [
+          "expression",
+          "costume",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Riyoko Ikeda turns French revolution melodrama into cascading screentone roses and tear-bright eyes. This card safeguards that operatic intensity while chronicling new courts and rebellions.\n",
+      "artist": "Riyoko Ikeda",
+      "movement": "Year 24 Group Shoujo",
+      "style_scope": "single-artist"
+    },
+    "osamu_tezuka_showa_cinematic_manga": {
+      "id": "osamu_tezuka_showa_cinematic_manga",
+      "group": "Manga",
+      "display_name": "Osamu Tezuka - Showa Cinematic Humanism",
+      "file": "styles/manga/osamu_tezuka_showa_cinematic_manga.md",
+      "ratios": [
+        "4:5",
+        "2:3",
+        "1:1"
+      ],
+      "modes": [
+        "Character Study",
+        "Adventure Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Center the star-system lead with supporting silhouettes sweeping along cinematic arcs.",
+        "identity_priority": [
+          "silhouette",
+          "expression",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Osamu Tezuka married Disney timing with postwar optimism, bathing big-eyed heroes in flat gouache color. This card keeps that hopeful cinema while introducing new archetypes and companions.\n",
+      "artist": "Osamu Tezuka",
+      "movement": "Showa Cinematic Manga",
+      "style_scope": "single-artist"
+    },
+    "naoki_urasawa_psychological_thriller": {
+      "id": "naoki_urasawa_psychological_thriller",
+      "group": "Manga",
+      "display_name": "Naoki Urasawa - Psychological Thriller Realism",
+      "file": "styles/manga/naoki_urasawa_psychological_thriller.md",
+      "ratios": [
+        "2:3",
+        "4:5",
+        "3:2"
+      ],
+      "modes": [
+        "Character Study",
+        "Investigative Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Frame a contemplative protagonist chest-up with period-authentic urban cues in the midground.",
+        "identity_priority": [
+          "expression",
+          "asymmetry",
+          "context"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Naoki Urasawa sketches ordinary faces with micro-expressions, asymmetry, and thriller tension. This card preserves his forensic realism while spinning new conspiracies.\n",
+      "artist": "Naoki Urasawa",
+      "movement": "Psychological Seinen Manga",
+      "style_scope": "single-artist"
+    },
+    "masakazu_katsura_realistic_manga": {
+      "id": "masakazu_katsura_realistic_manga",
+      "group": "Manga",
+      "display_name": "Masakazu Katsura - Realist Youth Illustration",
+      "file": "styles/manga/masakazu_katsura_realistic_manga.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "4:3"
+      ],
+      "modes": [
+        "Youth Romance",
+        "Urban Portrait",
+        "Slice of Life"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Pair the lead with a partner or environment anchor inside relaxed 1990s fashion.",
+        "identity_priority": [
+          "silhouette",
+          "fashion",
+          "expression"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Masakazu Katsura paints 1990s youth with cinematic lighting, baggy silhouettes, and grounded anatomy. This card keeps his realist polish while writing new street-level dramas.\n",
+      "artist": "Masakazu Katsura",
+      "movement": "1990s Realist Youth Manga",
+      "style_scope": "single-artist"
+    },
+    "kentaro_miura_dark_fantasy_hyperdetail": {
+      "id": "kentaro_miura_dark_fantasy_hyperdetail",
+      "group": "Manga",
+      "display_name": "Kentaro Miura - Gothic Hyperdetail",
+      "file": "styles/manga/kentaro_miura_dark_fantasy_hyperdetail.md",
+      "ratios": [
+        "2:3",
+        "3:2",
+        "1:1"
+      ],
+      "modes": [
+        "Color Mode",
+        "Black and White Mode"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Set the armored lead against towering Gothic masonry with an optional adversary in shadow.",
+        "identity_priority": [
+          "armor",
+          "gesture",
+          "atmosphere"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Kentaro Miura carved every rivet, scar, and arch into Berserk's Gothic apocalypse. This card enforces that hyperdetail while forging new legends and cathedrals.\n",
+      "artist": "Kentaro Miura",
+      "movement": "Dark Fantasy Hyperrealism",
+      "style_scope": "single-artist"
+    },
+    "katsuhiro_otomo_cyberpunk_manga": {
+      "id": "katsuhiro_otomo_cyberpunk_manga",
+      "group": "Manga",
+      "display_name": "Katsuhiro Otomo - Dystopian Screentone Realism",
+      "file": "styles/manga/katsuhiro_otomo_cyberpunk_manga.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Monochrome Screentone",
+        "Single-Hue Accent"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Anchor a power-stance lead at 70 percent height with a support silhouette in depth.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "compressed-face-proportions"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Katsuhiro Otomo fused metabolist skylines, compressed faces, and halftone machinery into tense Akira-era covers. This card preserves the industrial realism while inventing new dystopian subjects and tech.\n",
+      "artist": "Katsuhiro Otomo",
+      "movement": "1980s Cyberpunk Manga",
+      "style_scope": "single-artist"
+    },
+    "kaoru_mori_historical_textile_manga": {
+      "id": "kaoru_mori_historical_textile_manga",
+      "group": "Manga",
+      "display_name": "Kaoru Mori - Historical Textile Chronicle",
+      "file": "styles/manga/kaoru_mori_historical_textile_manga.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Color Cover",
+        "Documentary Monochrome"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Show the protagonist with a cultural counterpart amid period architecture and textiles.",
+        "identity_priority": [
+          "costume",
+          "gesture",
+          "setting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Kaoru Mori documents Victorian parlors and Central Asian caravans with thread-by-thread accuracy. This card sustains her research obsession while exploring new households and ceremonies.\n",
+      "artist": "Kaoru Mori",
+      "movement": "Research-Driven Historical Manga",
+      "style_scope": "single-artist"
+    },
+    "kamome_shirahama_european_fantasy": {
+      "id": "kamome_shirahama_european_fantasy",
+      "group": "Manga",
+      "display_name": "Kamome Shirahama - European Fantasy Hybrid",
+      "file": "styles/manga/kamome_shirahama_european_fantasy.md",
+      "ratios": [
+        "2:3",
+        "4:5",
+        "1:1"
+      ],
+      "modes": [
+        "Ornamental Portrait",
+        "Decorative Tableau"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Stage the protagonist amid Art Nouveau framing with retainers or familiars at lower tiers.",
+        "identity_priority": [
+          "silhouette",
+          "costume",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Kamome Shirahama blends copperplate hatching with European fantasy couture, building worlds from ink alone. This card maintains her printmaking precision while conjuring new guilds and spellbooks.\n",
+      "artist": "Kamome Shirahama",
+      "movement": "European Fantasy Illustration",
+      "style_scope": "single-artist"
+    },
+    "clamp_prismatic_shoujo_seinen": {
+      "id": "clamp_prismatic_shoujo_seinen",
+      "group": "Manga",
+      "display_name": "CLAMP - Prismatic Elongation",
+      "file": "styles/manga/clamp_prismatic_shoujo_seinen.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Elongated Portrait",
+        "Decorative Spread"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Stack flowing protagonists with diagonal overlap and floral screentone breathing room.",
+        "identity_priority": [
+          "silhouette",
+          "elongation",
+          "costume"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "CLAMP stretches limbs, layers filigree, and blends shoujo sentiment with seinen drama. This card keeps the Copic gradients and screentone lace while inventing new storylines.\n",
+      "artist": "CLAMP",
+      "movement": "Prismatic Shoujo-Seinen Fusion",
+      "style_scope": "movement"
+    },
+    "akira_toriyama_dynamic_adventure": {
+      "id": "akira_toriyama_dynamic_adventure",
+      "group": "Manga",
+      "display_name": "Akira Toriyama - Dynamic Adventure",
+      "file": "styles/manga/akira_toriyama_dynamic_adventure.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Power Portrait",
+        "Action Splash"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Center the energetic lead at 70 percent height with minimal tech motifs orbiting the pose.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "pattern"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Akira Toriyama inks angular anatomy, parallel armor stripes, and watercolor pops for jump-ready heroes. This card keeps that kinetic charm while avoiding Dragon Ball canon.\n",
+      "artist": "Akira Toriyama",
+      "movement": "Shonen Adventure Illustration",
+      "style_scope": "single-artist"
+    },
+    "ai_yazawa_fashion_illustration": {
+      "id": "ai_yazawa_fashion_illustration",
+      "group": "Manga",
+      "display_name": "Ai Yazawa - Fashion Illustration Drama",
+      "file": "styles/manga/ai_yazawa_fashion_illustration.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "4:5"
+      ],
+      "modes": [
+        "Color Fashion",
+        "Monochrome Fashion"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": false
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Ai Yazawa sketches fashion idols with elongated necks, watercolor washes, and anti-anime restraint. This card insists on that editorial sophistication while exploring new wardrobe stories.\n",
+      "artist": "Ai Yazawa",
+      "movement": "Fashion Narrative Illustration",
+      "style_scope": "single-artist"
+    },
+    "the_new_porker_magazine_parody": {
+      "id": "the_new_porker_magazine_parody",
+      "group": "Magazine Parodies",
+      "display_name": "The New Porker — Cartoon Chic",
+      "file": "styles/magazine_parodies/the_new_porker_magazine_parody.md",
+      "ratios": [
+        "4:5"
+      ],
+      "modes": [
+        "Cover Cartoon",
+        "Spot Illustration"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Float a deadpan cartoon above the condensed masthead with seasonal color accents.",
+        "identity_priority": [
+          "concept",
+          "gesture",
+          "palette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "The New Porker mimics The New Yorker's spare cartoons, literary wit, and elegant masthead while torching city foibles. We keep the whisper palette and urbane humor as we caricature new absurdities.\n",
+      "artist": "The New Porker Cartel",
+      "movement": "New Yorker Parody",
+      "style_scope": "movement"
+    },
+    "rolling_scone_magazine_parody": {
+      "id": "rolling_scone_magazine_parody",
+      "group": "Magazine Parodies",
+      "display_name": "Rolling Scone — Rock Satire",
+      "file": "styles/magazine_parodies/rolling_scone_magazine_parody.md",
+      "ratios": [
+        "4:5",
+        "2:3"
+      ],
+      "modes": [
+        "Cover Feature",
+        "Tour Spoof"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Stage parody rock icons with hand-lettered headline scrolls and textured backgrounds.",
+        "identity_priority": [
+          "pose",
+          "lettering",
+          "texture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rolling Scone riffs on Rolling Stone's rock photography, psychedelic type, and counterculture attitude. This card maintains the sepia-grain portraiture and cheeky headlines while profiling invented legends.\n",
+      "artist": "Rolling Scone Editorial",
+      "movement": "Music Magazine Parody",
+      "style_scope": "movement"
+    },
+    "rogue_magazine_vogue_parody": {
+      "id": "rogue_magazine_vogue_parody",
+      "group": "Magazine Parodies",
+      "display_name": "Rogue Magazine — Vogue Parody",
+      "file": "styles/magazine_parodies/rogue_magazine_vogue_parody.md",
+      "ratios": [
+        "4:5",
+        "2:3"
+      ],
+      "modes": [
+        "Cover Satire",
+        "Editorial Spread"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Pose models in exaggerated couture with masthead partially obscured for fashion credibility.",
+        "identity_priority": [
+          "pose",
+          "typography",
+          "palette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rogue twists Vogue's serif masthead, fashion photography, and airbrushed glamour into snarky trend satire. We keep the couture lighting, luxury palettes, and witty coverlines while showcasing fictional tastemakers.\n",
+      "artist": "Rogue Magazine Studio",
+      "movement": "Fashion Magazine Parody",
+      "style_scope": "movement"
+    },
+    "rational_geographic_magazine_parody": {
+      "id": "rational_geographic_magazine_parody",
+      "group": "Magazine Parodies",
+      "display_name": "Rational Geographic — Exploratory Satire",
+      "file": "styles/magazine_parodies/rational_geographic_magazine_parody.md",
+      "ratios": [
+        "4:5",
+        "2:3"
+      ],
+      "modes": [
+        "Cover Expedition",
+        "Field Guide Spoof"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Frame a faux exploration photo with the yellow border and tongue-in-cheek deck copy.",
+        "identity_priority": [
+          "frame",
+          "photography",
+          "typography"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rational Geographic wraps absurd discoveries in National Geographic's yellow border, serif decks, and documentary photography. This card keeps the expedition lighting and scientific tone while poking fun at invented expeditions.\n",
+      "artist": "Rational Geographic Collective",
+      "movement": "National Geographic Parody",
+      "style_scope": "movement"
+    },
+    "parody_match_magazine_parody": {
+      "id": "parody_match_magazine_parody",
+      "group": "Magazine Parodies",
+      "display_name": "Parody Match — Photojournal Spoof",
+      "file": "styles/magazine_parodies/parody_match_magazine_parody.md",
+      "ratios": [
+        "4:5"
+      ],
+      "modes": [
+        "Cover Report",
+        "Photo Essay"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 6,
+        "layout_hint": "Chronicle staged world events with cinematic photo spreads and tricolor headline bars.",
+        "identity_priority": [
+          "photojournalism",
+          "headline",
+          "layout"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Parody Match mirrors Paris Match's photojournal grandeur, bold red masthead, and dramatic captions while serving absurd geopolitics. We keep the cinematic reportage and typographic urgency as we document invented crises.\n",
+      "artist": "Parody Match Team",
+      "movement": "Paris Match Parody",
+      "style_scope": "movement"
+    },
+    "lies_magazine_life_parody": {
+      "id": "lies_magazine_life_parody",
+      "group": "Magazine Parodies",
+      "display_name": "Lies Magazine — Life Parody",
+      "file": "styles/magazine_parodies/lies_magazine_life_parody.md",
+      "ratios": [
+        "4:5",
+        "2:3"
+      ],
+      "modes": [
+        "Headline Satire",
+        "Photo Essay Spoof"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Compose a bold central photo spoof with ironic red masthead banding and witty sidebars.",
+        "identity_priority": [
+          "photography",
+          "headline",
+          "layout"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Lies Magazine lampoons Life with faux-war photo essays, ironic captions, and high-contrast monochrome. This card keeps the red masthead band, sans-serif decks, and punchy satire while inventing new cultural targets.\n",
+      "artist": "Lies Magazine Collective",
+      "movement": "Life Magazine Parody",
+      "style_scope": "movement"
+    },
+    "ibola_magazine_parody": {
+      "id": "ibola_magazine_parody",
+      "group": "Magazine Parodies",
+      "display_name": "¡BOLA! — Celebrity Gossip Spoof",
+      "file": "styles/magazine_parodies/ibola_magazine_parody.md",
+      "ratios": [
+        "4:5",
+        "2:3"
+      ],
+      "modes": [
+        "Cover Gossip",
+        "Paparazzi Spread"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Assemble paparazzi-style photo grids with loud typographic bursts and speech-bubble headlines.",
+        "identity_priority": [
+          "photomontage",
+          "typography",
+          "color"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "¡BOLA! parodies ¡Hola!'s celebrity obsession with flash photography, pink headlines, and gossip callouts. This card maintains the tabloid collage energy while spotlighting fictional aristos and scandals.\n",
+      "artist": "¡BOLA! Editorial",
+      "movement": "Hola Parody",
+      "style_scope": "movement"
+    },
+    "harpers_bizarre_magazine_parody": {
+      "id": "harpers_bizarre_magazine_parody",
+      "group": "Magazine Parodies",
+      "display_name": "Harper's Bizarre — Avant-Fashion Spoof",
+      "file": "styles/magazine_parodies/harpers_bizarre_magazine_parody.md",
+      "ratios": [
+        "4:5",
+        "2:3"
+      ],
+      "modes": [
+        "Cover Couture",
+        "Editorial Satire"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Layer avant-garde typography over angular fashion poses with surreal props.",
+        "identity_priority": [
+          "pose",
+          "type",
+          "surreal-detail"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Harper's Bizarre exaggerates Harper's Bazaar's sleek typography, razor-edged posing, and art-fashion fusion. This card keeps the avant color blocking and luxury satire while dressing fictional style icons.\n",
+      "artist": "Harper's Bizarre Studio",
+      "movement": "Harper's Bazaar Parody",
+      "style_scope": "movement"
+    },
+    "der_pickel_magazine_parody": {
+      "id": "der_pickel_magazine_parody",
+      "group": "Magazine Parodies",
+      "display_name": "Der Pickel — Spiegel Parody",
+      "file": "styles/magazine_parodies/der_pickel_magazine_parody.md",
+      "ratios": [
+        "4:5",
+        "2:3"
+      ],
+      "modes": [
+        "Cover Satire",
+        "Investigative Spread"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Keep the red frame, bold black headline, and photo-montage center anchored to satire.",
+        "identity_priority": [
+          "frame",
+          "headline",
+          "photomontage"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Der Pickel skewers Der Spiegel's stern typography, red border, and geopolitical gravitas with absurd exposés. We keep the Teutonic grids and stark portraits while lampooning fictional scandals.\n",
+      "artist": "Der Pickel Redaktion",
+      "movement": "News Magazine Parody",
+      "style_scope": "movement"
+    },
+    "virgil_finlay_cosmic_stippling": {
+      "id": "virgil_finlay_cosmic_stippling",
+      "group": "Gothic Horror",
+      "display_name": "Virgil Finlay — Cosmic Horror Stippling",
+      "file": "styles/gothic_horror/virgil_finlay_cosmic_stippling.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "4:3",
+        "4:5",
+        "16:9"
+      ],
+      "modes": [
+        "Cosmic Stippling Portrait",
+        "Magazine Interior Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Virgil Finlay dotted entire universes into being—stippled nebulae, drenched chiaroscuro, and Art Deco halos around eldritch horrors. His scratchboard precision defined Weird Tales. We keep that cosmic pointillism while charting new cults, constellations, and sanity-shattering vistas.\n",
+      "artist": "Virgil Finlay",
+      "movement": "Weird Fiction Stippling Illustration",
+      "style_scope": "single-artist"
+    },
+    "hr_giger_biomechanical_surrealism": {
+      "id": "hr_giger_biomechanical_surrealism",
+      "group": "Gothic Horror",
+      "display_name": "H. R. Giger — Biomechanical Surrealism",
+      "file": "styles/gothic_horror/hr_giger_biomechanical_surrealism.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "4:3",
+        "4:5",
+        "16:9"
+      ],
+      "modes": [
+        "Biomechanical Portrait",
+        "Xenomorphic Environment"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "H. R. Giger welded flesh and machinery into erotic nightmares—airbrushed spinal columns, uterus pods, and cathedral-scale turbines. The result is both sacred and surgical. We honor that biomechanical liturgy while designing new organisms, altars, and dystopian habitats.\n",
+      "artist": "H. R. Giger",
+      "movement": "Biomechanical Surrealism",
+      "style_scope": "single-artist"
+    },
+    "harry_clarke_gothic_illustration": {
+      "id": "harry_clarke_gothic_illustration",
+      "group": "Gothic Horror",
+      "display_name": "Harry Clarke — Art Nouveau Gothic Illustration",
+      "file": "styles/gothic_horror/harry_clarke_gothic_illustration.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "4:3",
+        "4:5",
+        "16:9"
+      ],
+      "modes": [
+        "Stained-Glass Panel",
+        "Gothic Story Panel"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Harry Clarke ornamented Poe and Perrault with razor-thin ink, jeweled color, and Gothic filigree that feels like leaded glass. His figures float amid patterns sharp enough to cut. MuseoMorph sustains that iridescent menace while unveiling new fables, saints, and sinuous borders.\n",
+      "artist": "Harry Clarke",
+      "movement": "Art Nouveau Gothic Illustration",
+      "style_scope": "single-artist"
+    },
+    "francisco_goya_black_paintings": {
+      "id": "francisco_goya_black_paintings",
+      "group": "Gothic Horror",
+      "display_name": "Francisco Goya — Black Paintings Despair",
+      "file": "styles/gothic_horror/francisco_goya_black_paintings.md",
+      "ratios": [
+        "4:3"
+      ],
+      "modes": [
+        "Private Gallery",
+        "Psychological Ritual"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Francisco Goya’s late murals smear oil into plaster like nightmares—impasto ridges, cavernous blacks, and faces bloated with dread. Painted in isolation after illness and revolution, they read as private exorcisms. We stay in that claustrophobic register while summoning fresh phantoms, props, and political shadows.\n",
+      "artist": "Francisco Goya",
+      "movement": "Spanish Black Painting Expressionism",
+      "style_scope": "single-artist"
+    },
+    "edward_gorey_gothic_illustration": {
+      "id": "edward_gorey_gothic_illustration",
+      "group": "Gothic Horror",
+      "display_name": "Edward Gorey — Whimsical Gothic Illustration",
+      "file": "styles/gothic_horror/edward_gorey_gothic_illustration.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Dark Narrative Illustration",
+        "Macabre Parody"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Edward Gorey scratches out Victorian parlors where odd orphans meet deliciously dreadful ends. His stippled inks, blank-eyed figures, and deadpan captions turn menace into wit. We keep that morbid charm while inventing new catastrophes, props, and musty interiors.\n",
+      "artist": "Edward Gorey",
+      "movement": "Victorian Whimsical Horror Illustration",
+      "style_scope": "single-artist"
+    },
+    "caspar_david_friedrich_sublime": {
+      "id": "caspar_david_friedrich_sublime",
+      "group": "Gothic Horror",
+      "display_name": "Caspar David Friedrich — Romantic Sublime",
+      "file": "styles/gothic_horror/caspar_david_friedrich_sublime.md",
+      "ratios": [
+        "4:3"
+      ],
+      "modes": [
+        "Transcendental Landscape",
+        "Sublime Contemplation"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Caspar David Friedrich stages lone wanderers before endless mist, glazing oil until mountains dissolve into prayer. His landscapes feel like altars to melancholy faith. MuseoMorph keeps that transcendental hush while charting new coastlines, ruins, and weathered pilgrims.\n",
+      "artist": "Caspar David Friedrich",
+      "movement": "German Romantic Sublime",
+      "style_scope": "single-artist"
+    },
+    "bernie_wrightson_gothic_ink": {
+      "id": "bernie_wrightson_gothic_ink",
+      "group": "Gothic Horror",
+      "display_name": "Bernie Wrightson — Gothic Pen-and-Ink Horror",
+      "file": "styles/gothic_horror/bernie_wrightson_gothic_ink.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "4:3",
+        "4:5",
+        "16:9"
+      ],
+      "modes": [
+        "Macabre Illustration",
+        "Horror Narrative Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Bernie Wrightson crosshatched nightmares until the ink looked alive—rotting architecture, tortured anatomy, and candlelit chiaroscuro that would make Poe shiver. His Frankenstein portfolio set the bar for dramatic linework. MuseoMorph carries that operatic dread into new crypts, laboratories, and cursed bloodlines.\n",
+      "artist": "Bernie Wrightson",
+      "movement": "American Gothic Horror Illustration",
+      "style_scope": "single-artist"
+    },
+    "will_eisner_urban_noir": {
+      "id": "will_eisner_urban_noir",
+      "group": "Golden Age Comics",
+      "display_name": "Will Eisner — Urban Noir Comics",
+      "file": "styles/golden_age_comics/will_eisner_urban_noir.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Crime Noir Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Will Eisner turned gutters into stage lights—rain cascading, signage looming, and lettering woven into the set. We keep that theatrical street poetry while spotlighting a new trench-coated sleuth and their haunted city.\n",
+      "artist": "Will Eisner",
+      "movement": "Golden Age Street-Level Noir",
+      "style_scope": "single-artist"
+    },
+    "siegel_shuster_foundational_superhero": {
+      "id": "siegel_shuster_foundational_superhero",
+      "group": "Golden Age Comics",
+      "display_name": "Siegel & Shuster — Foundational Superhero Iconography",
+      "file": "styles/golden_age_comics/siegel_shuster_foundational_superhero.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Heroic Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Siegel and Shuster defined the superhero silhouette: capes billowing, primary colors blazing, and bold mastheads screaming hope on cheap newsprint. We keep that fearless simplicity while drafting brand-new icons for a fresh “Nano Comics” universe.\n",
+      "artist": "Jerry Siegel & Joe Shuster",
+      "movement": "Golden Age Superhero Foundations",
+      "style_scope": "single-artist"
+    },
+    "jack_cole_cartoon_comedy": {
+      "id": "jack_cole_cartoon_comedy",
+      "group": "Golden Age Comics",
+      "display_name": "Jack Cole — Cartoon Comedy Comics",
+      "file": "styles/golden_age_comics/jack_cole_cartoon_comedy.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Comedy Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jack Cole bent anatomy into slapstick origami—elastic heroes, rubber physics, and candy-colored chaos. We channel that anything-goes elasticity with new comedic crime scenes and headline puns.\n",
+      "artist": "Jack Cole",
+      "movement": "Golden Age Cartoon Surrealism",
+      "style_scope": "single-artist"
+    },
+    "cc_beck_clean_superhero": {
+      "id": "cc_beck_clean_superhero",
+      "group": "Golden Age Comics",
+      "display_name": "C. C. Beck — Clean Golden Age Superhero",
+      "file": "styles/golden_age_comics/cc_beck_clean_superhero.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Optimistic Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "C. C. Beck rendered heroes like friendly icons—smooth curves, pristine colors, and wide-open smiles aimed at every kid on the newsstand. We echo that geometric clarity and wholesome energy while debuting a brand-new lightning-free champion.\n",
+      "artist": "C. C. Beck",
+      "movement": "Golden Age Family Superhero",
+      "style_scope": "single-artist"
+    },
+    "carmine_infantino_speed_dynamics": {
+      "id": "carmine_infantino_speed_dynamics",
+      "group": "Golden Age Comics",
+      "display_name": "Carmine Infantino — Dynamic Speed Dynamics",
+      "file": "styles/golden_age_comics/carmine_infantino_speed_dynamics.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Speedster Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Carmine Infantino choreographed speed—tilted skylines, zip-ribbon motion trails, and bold typography racing off the page. We harness that kinetic energy for a totally new speedster mythos and headline layout.\n",
+      "artist": "Carmine Infantino",
+      "movement": "Silver Age Kinetic Superheroes",
+      "style_scope": "single-artist"
+    },
+    "bob_kane_vigilante_iconography": {
+      "id": "bob_kane_vigilante_iconography",
+      "group": "Golden Age Comics",
+      "display_name": "Bob Kane — Early Vigilante Iconography",
+      "file": "styles/golden_age_comics/bob_kane_vigilante_iconography.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Noir Vigilante Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Bob Kane’s early vigilante covers mixed crude geometry, moonlit gargoyles, and four-color printing quirks. The mood was half pulp thriller, half children’s adventure. We retain that angular drama while introducing a wholly original shadow guardian.\n",
+      "artist": "Bob Kane",
+      "movement": "Golden Age Urban Vigilantism",
+      "style_scope": "single-artist"
+    },
+    "alex_raymond_elegant_adventure": {
+      "id": "alex_raymond_elegant_adventure",
+      "group": "Golden Age Comics",
+      "display_name": "Alex Raymond — Elegant Adventure Comics",
+      "file": "styles/golden_age_comics/alex_raymond_elegant_adventure.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Adventure Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Alex Raymond staged rocket-age opera with Art Deco anatomy, satin capes, and cliffhanger layouts. His brush lines were as sleek as his rocketships. We revive that pulp glamour with new planets, villains, and imperiled explorers.\n",
+      "artist": "Alex Raymond",
+      "movement": "Golden Age Pulp Adventure",
+      "style_scope": "single-artist"
+    },
+    "todd_lockwood_dragon_epic": {
+      "id": "todd_lockwood_dragon_epic",
+      "group": "Fantasy Illustration",
+      "display_name": "Todd Lockwood — Dragon Mastery Epic Fantasy",
+      "file": "styles/fantasy_illustration/todd_lockwood_dragon_epic.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Dragon Mastery"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Todd Lockwood paints dragons as plausible biology—wing tendons, gleaming scales, and knightly tack engineered to fly. His compositions are cinematic yet readable. We honor that naturalistic grandeur while introducing new flights, riders, and battlefield weather.\n",
+      "artist": "Todd Lockwood",
+      "movement": "Contemporary Dragon Illustration",
+      "style_scope": "single-artist"
+    },
+    "rowena_morrill_fantasy_vision": {
+      "id": "rowena_morrill_fantasy_vision",
+      "group": "Fantasy Illustration",
+      "display_name": "Rowena Morrill — Pioneering Female Fantasy Vision",
+      "file": "styles/fantasy_illustration/rowena_morrill_fantasy_vision.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "High-Gloss Empowerment"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rowena Morrill fused airbrush gradients with chrome surfaces, spotlighting powerful women amid pulp sci-fantasy mashups. Her covers shimmer like vinyl sleeves. We carry that glamorous energy forward with new protagonists, creatures, and jewel-toned cities.\n",
+      "artist": "Rowena Morrill",
+      "movement": "Chromatic Romantic Fantasy",
+      "style_scope": "single-artist"
+    },
+    "michael_whelan_luminous_atmosphere": {
+      "id": "michael_whelan_luminous_atmosphere",
+      "group": "Fantasy Illustration",
+      "display_name": "Michael Whelan — Luminous Atmospheric Realism",
+      "file": "styles/fantasy_illustration/michael_whelan_luminous_atmosphere.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Luminous Character",
+        "Ethereal Cosmic Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Michael Whelan paints light as a character—iridescent skies, translucent fabrics, and dreamlike architecture. His covers glow with quiet awe. We sustain that atmospheric lyricism while unveiling new worlds, apparitions, and color harmonies.\n",
+      "artist": "Michael Whelan",
+      "movement": "Luminous Sci-Fantasy Illustration",
+      "style_scope": "single-artist"
+    },
+    "larry_elmore_classic_fantasy": {
+      "id": "larry_elmore_classic_fantasy",
+      "group": "Fantasy Illustration",
+      "display_name": "Larry Elmore — Classic Gaming Fantasy",
+      "file": "styles/fantasy_illustration/larry_elmore_classic_fantasy.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Gaming Character"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Larry Elmore defined the friendly face of 1980s D&D—suncatcher dragons, approachable heroes, and Kentucky-warm lighting. His scenes invite you to roll initiative. We preserve that welcoming high-fantasy vibe while inventing fresh parties, mounts, and spell effects.\n",
+      "artist": "Larry Elmore",
+      "movement": "TSR Classic Fantasy Illustration",
+      "style_scope": "single-artist"
+    },
+    "keith_parkinson_epic_realism": {
+      "id": "keith_parkinson_epic_realism",
+      "group": "Fantasy Illustration",
+      "display_name": "Keith Parkinson — Epic Fantasy Realism",
+      "file": "styles/fantasy_illustration/keith_parkinson_epic_realism.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Epic Character",
+        "Fantasy Landscape"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Keith Parkinson balanced hulking heroes with matte-painted horizons, giving TSR worlds a believable scale. His palette glows without going neon, and every prop feels table-ready. MuseoMorph continues that grounded epic tone with new factions, relics, and weather systems.\n",
+      "artist": "Keith Parkinson",
+      "movement": "High Fantasy Realism",
+      "style_scope": "single-artist"
+    },
+    "jim_roslof_classic_dd_foundation": {
+      "id": "jim_roslof_classic_dd_foundation",
+      "group": "Fantasy Illustration",
+      "display_name": "Jim Roslof — Classic D&D Foundation",
+      "file": "styles/fantasy_illustration/jim_roslof_classic_dd_foundation.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "17:22"
+      ],
+      "modes": [
+        "Classic D&D Character",
+        "Traditional Gaming Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jim Roslof gave early D&D its grassroots charm—ink-wash lines, bold primaries, and parties framed for table play. His art feels like a weekend module come alive. We echo that approachable energy while drafting new dungeon crawls, mascots, and sidebar vignettes.\n",
+      "artist": "Jim Roslof",
+      "movement": "Classic D&D Module Illustration",
+      "style_scope": "single-artist"
+    },
+    "jeff_easley_dynamic_action": {
+      "id": "jeff_easley_dynamic_action",
+      "group": "Fantasy Illustration",
+      "display_name": "Jeff Easley — Dynamic Gaming Action",
+      "file": "styles/fantasy_illustration/jeff_easley_dynamic_action.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Atmospheric Action"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jeff Easley blows wind through every cape—thunderbolt dragons, lightning logos, and heroes braced mid-swing. His oil surfaces crackle with TSR-era drama. MuseoMorph keeps that stormy choreography alive with new villains, spell effects, and crumbling set pieces.\n",
+      "artist": "Jeff Easley",
+      "movement": "High-Energy TSR Illustration",
+      "style_scope": "single-artist"
+    },
+    "frank_frazetta_barbarian_power": {
+      "id": "frank_frazetta_barbarian_power",
+      "group": "Fantasy Illustration",
+      "display_name": "Frank Frazetta — Barbarian Power",
+      "file": "styles/fantasy_illustration/frank_frazetta_barbarian_power.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Barbarian Power",
+        "Savage Fantasy Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Frank Frazetta sculpted muscle and mist with palette knives—charging steeds, snarled hair, and volcanic backdrops. Each piece hits like a Heavy Metal gatefold. We keep that sweaty ferocity while inventing fresh warlords, beasts, and storm-lit citadels.\n",
+      "artist": "Frank Frazetta",
+      "movement": "Sword-and-Sorcery Pulp",
+      "style_scope": "single-artist"
+    },
+    "donato_giancola_classical_realism": {
+      "id": "donato_giancola_classical_realism",
+      "group": "Fantasy Illustration",
+      "display_name": "Donato Giancola — Classical Narrative Realism",
+      "file": "styles/fantasy_illustration/donato_giancola_classical_realism.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Classical Narrative"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Donato Giancola pulls Tolkien legends through a Renaissance lens—layered oil glazes, life-cast armor, and Caravaggio lighting. The results feel canonical. MuseoMorph continues that museum-ready storytelling with fresh mythic tableaus and bespoke props.\n",
+      "artist": "Donato Giancola",
+      "movement": "Classical Narrative Fantasy",
+      "style_scope": "single-artist"
+    },
+    "don_maitz_maritime_realism": {
+      "id": "don_maitz_maritime_realism",
+      "group": "Fantasy Illustration",
+      "display_name": "Don Maitz — Narrative Maritime Realism",
+      "file": "styles/fantasy_illustration/don_maitz_maritime_realism.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Adventure Portrait",
+        "Maritime Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Don Maitz marries romantic oil technique with salt-stained authenticity—rigging diagrams, plein-air skies, and swaggering privateers. His canvas feels like a historical novel mid-climax. We keep that seaworthy realism while rotating in new crews, ports, and treasure myths.\n",
+      "artist": "Don Maitz",
+      "movement": "Maritime Adventure Illustration",
+      "style_scope": "single-artist"
+    },
+    "clyde_caldwell_warm_fantasy": {
+      "id": "clyde_caldwell_warm_fantasy",
+      "group": "Fantasy Illustration",
+      "display_name": "Clyde Caldwell — Warm Fantasy Appeal",
+      "file": "styles/fantasy_illustration/clyde_caldwell_warm_fantasy.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Warm Fantasy Character"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Clyde Caldwell bathes adventurers in sunset golds and satin capes, striking that sweet spot between pin-up and hero worship. His palette feels like a Ren Faire at golden hour. We retain that inviting warmth while cycling through new classes, familiars, and infernal foes.\n",
+      "artist": "Clyde Caldwell",
+      "movement": "TSR Warm Fantasy Illustration",
+      "style_scope": "single-artist"
+    },
+    "brom_gothic_dark_fantasy": {
+      "id": "brom_gothic_dark_fantasy",
+      "group": "Fantasy Illustration",
+      "display_name": "Brom — Gothic Dark Fantasy",
+      "file": "styles/fantasy_illustration/brom_gothic_dark_fantasy.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Gothic Character",
+        "Macabre Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Brom blends tattoo-ink linework with oil glazes, conjuring witches, wasteland angels, and biomechanical beasts. The mood is always baroque, bruised, and beautiful. MuseoMorph keeps that ritualistic dread while crafting new sigils, species, and rusted cathedrals.\n",
+      "artist": "Gerald Brom",
+      "movement": "Dark Gothic Fantasy",
+      "style_scope": "single-artist"
+    },
+    "boris_vallejo_muscular_hyperrealism": {
+      "id": "boris_vallejo_muscular_hyperrealism",
+      "group": "Fantasy Illustration",
+      "display_name": "Boris Vallejo — Muscular Hyperrealism",
+      "file": "styles/fantasy_illustration/boris_vallejo_muscular_hyperrealism.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Muscular Perfection",
+        "Hyperrealistic Fantasy"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Boris Vallejo airbrushed bodybuilders into myth—chrome highlights, oiled skin, and cosmic backdrops. His hyperreal figures feel sculpted more than painted. We continue that polished spectacle with new heroes, creatures, and neon nebulae.\n",
+      "artist": "Boris Vallejo",
+      "movement": "Airbrushed Heroic Fantasy",
+      "style_scope": "single-artist"
+    },
+    "vincent_van_gogh": {
+      "id": "vincent_van_gogh",
+      "group": "Expressionism",
+      "display_name": "Vincent van Gogh - Impasto Resonance",
+      "file": "styles/expressionism/vincent_van_gogh.md",
+      "ratios": [
+        "4:5"
+      ],
+      "modes": [
+        "Expressive painting"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Anchor the protagonist within a golden spiral while companions or symbolic objects orbit via stroke rhythm.",
+        "identity_priority": [
+          "gesture",
+          "color-harmony",
+          "silhouette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Vincent van Gogh carved light into oil paint, bending rhythmic strokes and saturated complements into living atmosphere. MuseoMorph celebrates that urgency while keeping props original and subjects modest.\n",
+      "artist": "Vincent van Gogh",
+      "movement": "Post-Impressionist Modernism",
+      "style_scope": "single-artist"
+    },
+    "oskar_kokoschka": {
+      "id": "oskar_kokoschka",
+      "group": "Expressionism",
+      "display_name": "Oskar Kokoschka - Nervous Brushwork",
+      "file": "styles/expressionism/oskar_kokoschka.md",
+      "ratios": [
+        "4:3"
+      ],
+      "modes": [
+        "Psychological portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Let companions orbit in turbulent atmosphere without competing with the focal figure.",
+        "identity_priority": [
+          "gesture",
+          "facial-planes",
+          "silhouette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Oskar Kokoschka painted like a nerve ending, pushing oil across canvas in frantic arabesques to read the sitter's psyche. MuseoMorph preserves that volatility while staying within contemporary guardrails.\n",
+      "artist": "Oskar Kokoschka",
+      "movement": "Viennese Expressionism",
+      "style_scope": "single-artist"
+    },
+    "ernst_ludwig_kirchner": {
+      "id": "ernst_ludwig_kirchner",
+      "group": "Expressionism",
+      "display_name": "Ernst Ludwig Kirchner - Berlin Street Tension",
+      "file": "styles/expressionism/ernst_ludwig_kirchner.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Urban psychological study"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Stack figures diagonally like tram flow while signage frames the lead subject.",
+        "identity_priority": [
+          "silhouette",
+          "color-blocks",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Ernst Ludwig Kirchner translated Berlin's rush into jagged diagonals, acid colour, and claustrophobic motion. MuseoMorph keeps the modern unease while ensuring modest crowds and original iconography.\n",
+      "artist": "Ernst Ludwig Kirchner",
+      "movement": "Die Bruecke Urban Expressionism",
+      "style_scope": "single-artist"
+    },
+    "egon_schiele": {
+      "id": "egon_schiele",
+      "group": "Expressionism",
+      "display_name": "Egon Schiele - Psychological Figure Study",
+      "file": "styles/expressionism/egon_schiele.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Psychological figure study",
+        "Self-portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Offset secondary sitters as compressed silhouettes so the primary figure retains dominance.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "bone-structure"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Egon Schiele exposed the psyche through febrile contour and paper left deliberately bare. MuseoMorph keeps the raw immediacy while reframing for contemporary safety and originality.\n",
+      "artist": "Egon Schiele",
+      "movement": "Viennese Expressionism",
+      "style_scope": "single-artist"
+    },
+    "edvard_munch": {
+      "id": "edvard_munch",
+      "group": "Expressionism",
+      "display_name": "Edvard Munch - Psychological Expressionism",
+      "file": "styles/expressionism/edvard_munch.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Psychological portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Support the protagonist with symbolic companions along bridge rails or horizon bands without diluting focus.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "facial-planes"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Edvard Munch externalized anxiety through swirling colour bands, elongated silhouettes, and scraped impasto that vibrates like sound. MuseoMorph keeps that haunted charge while enforcing modern safety rules so the homage stays respectful and original.\n",
+      "artist": "Edvard Munch",
+      "movement": "Norwegian Symbolist Expressionism",
+      "style_scope": "single-artist"
+    },
+    "rembrandt_chiaroscuro_portrait": {
+      "id": "rembrandt_chiaroscuro_portrait",
+      "group": "Dutch Golden Age",
+      "display_name": "Rembrandt van Rijn — Chiaroscuro Portrait Mastery",
+      "file": "styles/dutch_golden_age/rembrandt_chiaroscuro_portrait.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Gallery Portrait",
+        "Psychological Study"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rembrandt carved faces out of darkness with impasto light and umber glazes, letting every wrinkle broadcast a life lived. His Amsterdam studio prized empathy over polish. We follow that chiaroscuro ritual while inventing sitters and regalia from the same gilded age.\n",
+      "artist": "Rembrandt van Rijn",
+      "movement": "Dutch Golden Age Portraiture",
+      "style_scope": "single-artist"
+    },
+    "johannes_vermeer_optical_domestic": {
+      "id": "johannes_vermeer_optical_domestic",
+      "group": "Dutch Golden Age",
+      "display_name": "Johannes Vermeer — Optical Domestic Interiors",
+      "file": "styles/dutch_golden_age/johannes_vermeer_optical_domestic.md",
+      "ratios": [
+        "3:4",
+        "4:5",
+        "5:4"
+      ],
+      "modes": [
+        "Domestic Interior",
+        "Optical Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Johannes Vermeer bathed modest Delft rooms in camera-obscura light—lapis underpaint, pointillé sparkles, and window-cooled silence. His compositions balance everyday gestures with optical magic. MuseoMorph keeps that luminous hush while swapping in fresh households, maps, and props.\n",
+      "artist": "Johannes Vermeer",
+      "movement": "Delft Optical Genre Painting",
+      "style_scope": "single-artist"
+    },
+    "frans_hals_alla_prima_vigor": {
+      "id": "frans_hals_alla_prima_vigor",
+      "group": "Dutch Golden Age",
+      "display_name": "Frans Hals — Alla Prima Portrait Vigor",
+      "file": "styles/dutch_golden_age/frans_hals_alla_prima_vigor.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Animated Portrait",
+        "Alla Prima Study"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Frans Hals painted like a jazz solo—loaded brush, one-take bravado, and laughter still wet on the canvas. His Haarlem patrons appear mid-toast, mid-song, mid-life. MuseoMorph channels that bravura while inventing new revelers and tavern props.\n",
+      "artist": "Frans Hals",
+      "movement": "Haarlem Lively Portraiture",
+      "style_scope": "single-artist"
+    },
+    "yoshiyuki_sadamoto_precision": {
+      "id": "yoshiyuki_sadamoto_precision",
+      "group": "Anime",
+      "display_name": "Yoshiyuki Sadamoto - Experimental Dynamism",
+      "file": "styles/anime/yoshiyuki_sadamoto.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Technical portrait",
+        "Psychological study"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Place the lead in confident stance while teammates or instrumentation flank in softer focus.",
+        "identity_priority": [
+          "gesture",
+          "facial-planes",
+          "hair-structure"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Yoshiyuki Sadamoto anchors Gainax aesthetics with disciplined draftsmanship, realistic proportions, and thoughtful asymmetry. Eyes gleam with layered rings, hair falls in believable clusters, and environments feel lived in. MuseoMorph converts likenesses into that technical realism while keeping props original and attire modest.\n",
+      "artist": "Yoshiyuki Sadamoto",
+      "movement": "Gainax Technical Realism",
+      "style_scope": "single-artist"
+    },
+    "wit_studio_kinetic_cinematography": {
+      "id": "wit_studio_kinetic_cinematography",
+      "group": "Anime",
+      "display_name": "Wit Studio - Dynamic Action Cinematography",
+      "file": "styles/anime/wit_studio.md",
+      "ratios": [
+        "16:9",
+        "3:4",
+        "2:3"
+      ],
+      "modes": [
+        "Action portrait",
+        "Kinetic scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Stack planes with multi-layer depth so motion reads from foreground to skyline.",
+        "identity_priority": [
+          "gesture",
+          "spatial-depth",
+          "silhouette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Wit Studio pairs clean cel draftsmanship with multi-plane depth and athletic staging. MuseoMorph keeps that kinetic clarity while forbidding comic-book gradients or borrowed props.\n",
+      "artist": "Wit Studio",
+      "movement": "Wit Studio Kinetic Cinematography",
+      "style_scope": "movement"
+    },
+    "sunrise_clean_cel": {
+      "id": "sunrise_clean_cel",
+      "group": "Anime",
+      "display_name": "Sunrise - Clean Cel Animation",
+      "file": "styles/anime/sunrise_clean_cel.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Professional portrait",
+        "Military scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Line up squad members by rank with geometric backdrops reinforcing faction colours.",
+        "identity_priority": [
+          "silhouette",
+          "uniform-design",
+          "posture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Sunrise built its reputation on crisp black outlines, flat primary palettes, and military precision. MuseoMorph adopts that clean cel discipline while inventing new insignia and keeping crews modest.\n",
+      "artist": "Sunrise",
+      "movement": "Sunrise Cel Mastery",
+      "style_scope": "movement"
+    },
+    "studio_trigger_neokana": {
+      "id": "studio_trigger_neokana",
+      "group": "Anime",
+      "display_name": "Studio Trigger - Neo-Kanada Energy",
+      "file": "styles/anime/studio_trigger.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "16:9"
+      ],
+      "modes": [
+        "Heroic portrait",
+        "Dynamic action"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Stack combatants along explosive diagonals with energy bursts separating layers.",
+        "identity_priority": [
+          "silhouette",
+          "hair-shape",
+          "energy-effects"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Studio Trigger channels the legacy of Yoshinori Kanada with explosive poses, crystalline debris, and fluorescent palettes. Four-pointed starbursts, low-angle foreshortening, and jagged motion smears keep momentum high. MuseoMorph leans into that spectacle while ensuring wardrobe stays modest and iconography remains original.\n",
+      "artist": "Studio Trigger",
+      "movement": "Neo-Kanada Action",
+      "style_scope": "movement"
+    },
+    "studio_ghibli_naturalism": {
+      "id": "studio_ghibli_naturalism",
+      "group": "Anime",
+      "display_name": "Studio Ghibli - Naturalistic Poetry",
+      "file": "styles/anime/studio_ghibli.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Portrait",
+        "Environmental scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Stage companions at varying depths with foliage or architecture knitting the trio together.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "eyes"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Studio Ghibli blends pencil linework, watercolor atmospheres, and quiet storytelling to make nature and characters feel lived in. Pastoral palettes, hand-painted cels, and gentle motion celebrate craft over spectacle. MuseoMorph treats the studio's look as a study in warmth and humility while honoring modern safety policies.\n",
+      "artist": "Studio Ghibli",
+      "movement": "Studio Ghibli Hand-Painted Naturalism",
+      "style_scope": "movement"
+    },
+    "studio_bones_character_drama": {
+      "id": "studio_bones_character_drama",
+      "group": "Anime",
+      "display_name": "Studio Bones - Character-Driven Animation",
+      "file": "styles/anime/studio_bones.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Character study",
+        "Dynamic scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Balance leads with yutapon cubes or debris arcs connecting their gestures.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "eye-expression"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Studio Bones draws characters with living body language, expressive eyes, and environments that breathe alongside them. Yutaka Nakamura's crystalline debris and dynamic camera shifts keep scenes energetic even in stills. MuseoMorph leans into that personality-first ethos while keeping wardrobe practical and iconography original.\n",
+      "artist": "Studio Bones",
+      "movement": "Studio Bones Character Drama",
+      "style_scope": "movement"
+    },
+    "satoshi_kon_psychology": {
+      "id": "satoshi_kon_psychology",
+      "group": "Anime",
+      "display_name": "Satoshi Kon - Hyperrealistic Animation Psychology",
+      "file": "styles/anime/satoshi_kon.md",
+      "ratios": [
+        "16:9",
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Psychological portrait",
+        "Urban context"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Layer reflections or televisions to double the subject without losing clarity.",
+        "identity_priority": [
+          "facial-planes",
+          "gesture",
+          "lighting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Satoshi Kon fused cel animation with live-action detail, diving into dreamlike urban psychology. Clean lines, flat colour blocks, and precise lighting stage characters inside dense Tokyo architecture. MuseoMorph preserves that cinematic tension while enforcing modern safety and original props.\n",
+      "artist": "Satoshi Kon",
+      "movement": "Satoshi Kon Psychological Realism",
+      "style_scope": "single-artist"
+    },
+    "production_ig_cyberpunk": {
+      "id": "production_ig_cyberpunk",
+      "group": "Anime",
+      "display_name": "Production I.G - Cyberpunk Precision",
+      "file": "styles/anime/production_ig.md",
+      "ratios": [
+        "16:9",
+        "2:3",
+        "21:9"
+      ],
+      "modes": [
+        "Environmental integration",
+        "Architectural scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Embed figures within architectural lines so no one floats off the ground plane.",
+        "identity_priority": [
+          "silhouette",
+          "spatial-integration",
+          "lighting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Production I.G perfected cyberpunk cel animation where characters and architecture breathe together. Clean outlines, flat colour fills, and multi-plane depth keep the world cohesive. MuseoMorph honors that precision while insisting on original iconography and modern safety.\n",
+      "artist": "Production I.G",
+      "movement": "Production I.G Cel Integration",
+      "style_scope": "movement"
+    },
+    "osamu_dezaki_postcard": {
+      "id": "osamu_dezaki_postcard",
+      "group": "Anime",
+      "display_name": "Osamu Dezaki - Dramatic Postcard Memory",
+      "file": "styles/anime/osamu_dezaki.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Dramatic portrait",
+        "Postcard memory"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Pair leads in layered depth with architectural shadows separating their silhouettes.",
+        "identity_priority": [
+          "facial-planes",
+          "gesture",
+          "lighting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Osamu Dezaki pioneered the postcard memory technique, freezing animation into painterly stills drenched in chiaroscuro. Dutch angles, glass-rose symbolism, and dramatic lighting turn every frame into a psychological tableau. MuseoMorph honors that theatrical mood while keeping wardrobes modest and stories original.\n",
+      "artist": "Osamu Dezaki",
+      "movement": "Postcard Memory Expressionism",
+      "style_scope": "single-artist"
+    },
+    "masashi_kishimoto_shonen": {
+      "id": "masashi_kishimoto_shonen",
+      "group": "Anime",
+      "display_name": "Masashi Kishimoto - Dynamic Shonen Energy",
+      "file": "styles/anime/masashi_kishimoto.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Action portrait",
+        "Power-up scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Stack rivals diagonally with power auras weaving between them; keep focal hero forward.",
+        "identity_priority": [
+          "silhouette",
+          "hairstyle",
+          "eye-shape"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Weekly Shonen Jump battle art thrives on bold line work, kinetic poses, and emotional stakes. Masashi Kishimoto's Naruto-era approach pairs confident inks with chakra-charged color and symbolic auras. MuseoMorph channels that intensity while keeping violence stylized and wardrobe functional.\n",
+      "artist": "Masashi Kishimoto",
+      "movement": "Weekly Shonen Jump Action",
+      "style_scope": "single-artist"
+    },
+    "masaaki_yuasa_experimental": {
+      "id": "masaaki_yuasa_experimental",
+      "group": "Anime",
+      "display_name": "Masaaki Yuasa - Experimental Fluidity",
+      "file": "styles/anime/masaaki_yuasa.md",
+      "ratios": [
+        "16:9",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Experimental portrait",
+        "Fluid scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Let bodies stretch and morph around a central flow line; keep silhouettes readable.",
+        "identity_priority": [
+          "gesture",
+          "color-psychology",
+          "silhouette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Masaaki Yuasa rejects rigid model sheets in favor of elastic anatomy, surreal metaphors, and bold color psychology. Shapes melt, palettes shift with emotion, and backgrounds breathe. MuseoMorph treats the style as joyful experimentation while guarding against explicit shock or unsettling body horror.\n",
+      "artist": "Masaaki Yuasa",
+      "movement": "Experimental Auteur Animation",
+      "style_scope": "single-artist"
+    },
+    "mappa_modern_cinema": {
+      "id": "mappa_modern_cinema",
+      "group": "Anime",
+      "display_name": "MAPPA - Modern Cinematic Animation",
+      "file": "styles/anime/mappa.md",
+      "ratios": [
+        "16:9",
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Modern portrait",
+        "Cinematic scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Stage supporting cast in cinematic thirds so the lead remains dominant.",
+        "identity_priority": [
+          "gesture",
+          "lighting",
+          "silhouette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "MAPPA pushes sharp digital linework, saturated modern palettes, and film-style framing. MuseoMorph echoes that contemporary energy while keeping props original and wardrobe grounded.\n",
+      "artist": "MAPPA",
+      "movement": "MAPPA Modern Cinematic",
+      "style_scope": "movement"
+    },
+    "makoto_shinkai_photopoetry": {
+      "id": "makoto_shinkai_photopoetry",
+      "group": "Anime",
+      "display_name": "Makoto Shinkai - Photorealistic Poetry",
+      "file": "styles/anime/makoto_shinkai.md",
+      "ratios": [
+        "16:9",
+        "2:3",
+        "21:9"
+      ],
+      "modes": [
+        "Environmental portrait",
+        "Atmospheric scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Anchor the lead at a rule-of-thirds point while companions or props echo the horizon line.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "lighting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Makoto Shinkai paints luminous skies and hyper-detailed streets where light meets emotion. Filmic lens flares, blue-orange palettes, and realistic weather make every frame feel like a photograph touched by wonder. MuseoMorph keeps that atmosphere while ensuring props and stories remain original and safe.\n",
+      "artist": "Makoto Shinkai",
+      "movement": "Makoto Shinkai Environmental Poetry",
+      "style_scope": "single-artist"
+    },
+    "madhouse_character_precision": {
+      "id": "madhouse_character_precision",
+      "group": "Anime",
+      "display_name": "Madhouse - Precision Animation Excellence",
+      "file": "styles/anime/madhouse.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Character excellence",
+        "Psychological portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Keep supporting figures in soft focus so the lead owns the frame.",
+        "identity_priority": [
+          "facial-planes",
+          "gesture",
+          "wardrobe"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Madhouse centers every cut on character nuance—mature proportions, film-quality expressions, and supportive atmospherics. MuseoMorph mirrors that craft while avoiding borrowed props and keeping ensembles modest.\n",
+      "artist": "Madhouse",
+      "movement": "Madhouse Character Excellence",
+      "style_scope": "movement"
+    },
+    "kyoto_animation_moe": {
+      "id": "kyoto_animation_moe",
+      "group": "Anime",
+      "display_name": "Kyoto Animation - Moe Perfection",
+      "file": "styles/anime/kyoto_animation.md",
+      "ratios": [
+        "2:3",
+        "4:5",
+        "16:9"
+      ],
+      "modes": [
+        "Character portrait",
+        "Slice-of-life"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Arrange friends in gentle arcs with props bridging interactions; keep eye lines aligned.",
+        "identity_priority": [
+          "eyes",
+          "silhouette",
+          "hairstyle"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Kyoto Animation pairs precise draftsmanship with soft lighting and heartfelt staging. Complex iris gradients, breezy fabric physics, and polished backgrounds deliver aspirational everyday life. MuseoMorph keeps that warmth while enforcing modern modesty and avoiding direct references to KyoAni franchises.\n",
+      "artist": "Kyoto Animation",
+      "movement": "Kyoto Animation Moe",
+      "style_scope": "movement"
+    },
+    "sergio_toppi_ornamental": {
+      "id": "sergio_toppi_ornamental",
+      "group": "European Comics",
+      "display_name": "Sergio Toppi — Ornamental Pen-and-Ink Mastery",
+      "file": "styles/european_comics/sergio_toppi_ornamental.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "1:1"
+      ],
+      "modes": [
+        "Ornamental Character",
+        "Pattern Mastery Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Sergio Toppi builds figures from tessellated ink, letting patterns, myths, and architecture fuse into towering portraits. His crosshatching orchestrates rhythm more than realism, elevating every cloak into a map of cultures. MuseoMorph keeps that documentary reverence while protecting modern sensitivities and originality.\n",
+      "artist": "Sergio Toppi",
+      "movement": "Italian Pen-and-Ink Ornaments",
+      "style_scope": "single-artist"
+    },
+    "philippe_druillet_baroque": {
+      "id": "philippe_druillet_baroque",
+      "group": "European Comics",
+      "display_name": "Philippe Druillet — Baroque Cosmic Horror",
+      "file": "styles/european_comics/philippe_druillet_baroque.md",
+      "ratios": [
+        "2:3",
+        "1:1",
+        "16:9"
+      ],
+      "modes": [
+        "Cosmic Baroque Character",
+        "Ornate Horror Architecture"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Philippe Druillet weaponizes ligne claire precision into maximalist cathedrals of sci-fi dread, drowning every panel in ornamental ink and saturated gouache. Lone Sloane and his cosmic adversaries stride through symmetrical mandalas, Lovecraftian engines, and blazing colour vaults. MuseoMorph preserves that metal-hurlant monumentality while keeping the iconography original and free of signatures or publisher marks.\n",
+      "artist": "Philippe Druillet",
+      "movement": "Métal Hurlant Cosmic Baroque",
+      "style_scope": "single-artist"
+    },
+    "morris_lucky_luke": {
+      "id": "morris_lucky_luke",
+      "group": "European Comics",
+      "display_name": "Morris — Lucky Luke Ligne Claire Comedy",
+      "file": "styles/european_comics/morris_lucky_luke.md",
+      "ratios": [
+        "2:3",
+        "4:3",
+        "16:9"
+      ],
+      "modes": [
+        "Western Cartoon Character",
+        "Comedy Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Morris translated the American West into elastic ligne claire humor—tall hats, whiplash lariats, and dust clouds rendered with animation timing. His pages juggle slapstick, silhouette clarity, and kid-safe pacing. We keep that breezy choreography while inventing new town signs and avoiding licensed cowboy clichés.\n",
+      "artist": "Morris",
+      "movement": "Franco-Belgian Western Cartoon",
+      "style_scope": "single-artist"
+    },
+    "moebius_ligne_claire": {
+      "id": "moebius_ligne_claire",
+      "group": "European Comics",
+      "display_name": "Moebius — Crystalline Ligne Claire",
+      "file": "styles/european_comics/moebius_ligne_claire.md",
+      "ratios": [
+        "2:3",
+        "16:9",
+        "3:4"
+      ],
+      "modes": [
+        "Crystalline Explorer",
+        "Weightless Wanderer"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Moebius turns deserts into metaphysical stages by stripping ink down to razor-clean outlines and flooding them with flat, luminous colour. His European album covers and Métal Hurlant spreads swing between vertical promenades and panoramic vista cards, always weightless and precise. This brief keeps that crystalline ligne claire discipline while banning logos, text overlays, and derivative iconography.\n",
+      "artist": "Jean Giraud (Moebius)",
+      "movement": "French Bande Dessinée Ligne Claire",
+      "style_scope": "single-artist"
+    },
+    "milo_manara_classical_watercolor": {
+      "id": "milo_manara_classical_watercolor",
+      "group": "European Comics",
+      "display_name": "Milo Manara — Classical Watercolor Illustration",
+      "file": "styles/european_comics/milo_manara_classical_watercolor.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Classical Figure Study",
+        "Renaissance Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Milo Manara paints Renaissance grace with inky confidence—transparent washes, sinuous poses, and architectural backdrops that glow. His figures feel sensual yet studied, grounded in classical proportion rather than shock value. We echo that elegance while ensuring attire, context, and gestures remain comfortably within MuseoMorph safety bands.\n",
+      "artist": "Milo Manara",
+      "movement": "Italian Classical Illustration",
+      "style_scope": "single-artist"
+    },
+    "juanjo_guarnido_anthro_noir": {
+      "id": "juanjo_guarnido_anthro_noir",
+      "group": "European Comics",
+      "display_name": "Juanjo Guarnido — Anthropomorphic Noir Realism",
+      "file": "styles/european_comics/juanjo_guarnido_anthro_noir.md",
+      "ratios": [
+        "17:22",
+        "16:9",
+        "3:4"
+      ],
+      "modes": [
+        "Noir Character",
+        "Atmospheric Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Juanjo Guarnido renders the Blacksad menagerie with Disney-calibrated anatomy, watercolor smoke, and 1950s grit. Every whisker, fedora, and neon reflection sells the noir mood without slipping into caricature. We keep that cinematic realism while ensuring new cases, new signage, and zero borrowed trademarks.\n",
+      "artist": "Juanjo Guarnido",
+      "movement": "Blacksad Anthropomorphic Noir",
+      "style_scope": "single-artist"
+    },
+    "jean_claude_mezieres_space_opera": {
+      "id": "jean_claude_mezieres_space_opera",
+      "group": "European Comics",
+      "display_name": "Jean-Claude Mézières — Retro-Futuristic Space Opera",
+      "file": "styles/european_comics/jean_claude_mezieres_space_opera.md",
+      "ratios": [
+        "2:3",
+        "16:9",
+        "3:4"
+      ],
+      "modes": [
+        "Space Opera Adventure",
+        "Retro-Futuristic Explorer"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jean-Claude Mézières mapped the cosmos with buoyant Valérian adventures, pairing humanist explorers with gleaming retro-futuristic craft. His boards overflow with optimistic palettes, readable machinery, and bustling alien capitals that still feel welcoming. This recipe keeps that bright adventure spirit while forbidding recycled movie props or real-world insignia.\n",
+      "artist": "Jean-Claude Mézières",
+      "movement": "Franco-Belgian Space Opera",
+      "style_scope": "single-artist"
+    },
+    "hugo_pratt_brush_economy": {
+      "id": "hugo_pratt_brush_economy",
+      "group": "European Comics",
+      "display_name": "Hugo Pratt — Atmospheric Brush Economy",
+      "file": "styles/european_comics/hugo_pratt_brush_economy.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Contemplative Adventurer",
+        "Atmospheric Maritime"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Hugo Pratt lets black ink wander like wind over billowing sails, reducing Corto Maltese to a few decisive strokes and a wash of seawater grey. His panels balance silence, folklore, and maritime lore without clutter. This brief preserves that sparse brush poetry while keeping every insignia, vessel, and map safely fictional.\n",
+      "artist": "Hugo Pratt",
+      "movement": "Corto Maltese Maritime Adventure",
+      "style_scope": "single-artist"
+    },
+    "guido_crepax_psychedelic_noir": {
+      "id": "guido_crepax_psychedelic_noir",
+      "group": "European Comics",
+      "display_name": "Guido Crepax — Psychedelic Noir Sophistication",
+      "file": "styles/european_comics/guido_crepax_psychedelic_noir.md",
+      "ratios": [
+        "3:4",
+        "17:22",
+        "2:3"
+      ],
+      "modes": [
+        "Psychedelic Character",
+        "Fragmented Sequence"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Guido Crepax slices time into cinematic slivers—eyes, gloves, bobbed hair—floating inside op-art grids. His Valentina pages pivot between fashion illustration finesse and erotic noir tension without ever feeling gratuitous. We honor that adult sophistication while enforcing MuseoMorph safety and original set dressing.\n",
+      "artist": "Guido Crepax",
+      "movement": "Italian Psychedelic Noir",
+      "style_scope": "single-artist"
+    },
+    "francois_schuiten_impossible_cities": {
+      "id": "francois_schuiten_impossible_cities",
+      "group": "European Comics",
+      "display_name": "François Schuiten — Architectural Impossible Cities",
+      "file": "styles/european_comics/francois_schuiten_impossible_cities.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "16:9"
+      ],
+      "modes": [
+        "Impossible Architecture",
+        "Vertical City Explorer"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "François Schuiten drafts entire civilizations as gothic-mechanical towers spiraling past plausible physics. Obscure Cities plates splice Art Nouveau ornament with vertiginous perspectives that pull viewers upward. We keep that meticulous ink and baffling scale while ensuring every structure, glyph, and citizen stays original to MuseoMorph.\n",
+      "artist": "François Schuiten",
+      "movement": "Les Cités Obscures Architectural Fantasy",
+      "style_scope": "single-artist"
+    },
+    "enki_bilal_painterly_decay": {
+      "id": "enki_bilal_painterly_decay",
+      "group": "European Comics",
+      "display_name": "Enki Bilal — Dystopian Painterly Realism",
+      "file": "styles/european_comics/enki_bilal_painterly_decay.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Weathered Character",
+        "Decay Environment"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Enki Bilal smears watercolor, gouache, and pencil into cold dystopian portraits where blue skin, ash, and rust grind together. His Franco-Belgian spreads hang on weathered faces, propaganda residue, and brutalist backdrops that feel lifted from a crumbling future. This brief keeps the mixed-media patina and political melancholy without inheriting specific characters or state iconography.\n",
+      "artist": "Enki Bilal",
+      "movement": "Franco-Belgian Graphic Novels",
+      "style_scope": "single-artist"
+    },
+    "albert_uderzo_asterix": {
+      "id": "albert_uderzo_asterix",
+      "group": "European Comics",
+      "display_name": "Albert Uderzo — Gallic Adventure Cartoon",
+      "file": "styles/european_comics/albert_uderzo_asterix.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Gallic Cartoon Character",
+        "Adventure Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Albert Uderzo codified Gallic bravado with bulbous noses, elastic poses, and richly researched villages. His line keeps Disney snap but layers in archaeological detail and comedic timing. We channel that historic whimsy while inventing fresh quests and keeping the potion a safe abstraction.\n",
+      "artist": "Albert Uderzo",
+      "movement": "Franco-Belgian Historical Comedy",
+      "style_scope": "single-artist"
+    },
+    "norman_rockwell_american_storytelling": {
+      "id": "norman_rockwell_american_storytelling",
+      "group": "American Illustration",
+      "display_name": "Norman Rockwell — American Storytelling",
+      "file": "styles/american_illustration/norman_rockwell_american_storytelling.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Cover Narrative",
+        "Anecdotal Vignette"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 6,
+        "layout_hint": "Stage everyday Americans in triangular storytelling arrangements with props anchoring the gag.",
+        "identity_priority": [
+          "expression",
+          "gesture",
+          "props"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rockwell choreographed small-town dramas with expressive faces, staged photography, and painterly polish. This card keeps his moral warmth and prop-rich storytelling while inventing new American moments.\n",
+      "artist": "Norman Rockwell",
+      "movement": "Saturday Evening Post Realism",
+      "style_scope": "single-artist"
+    }
+  }
+}
\ No newline at end of file
diff --git a/package.json b/package.json
index e2f060d..a35956b 100644
--- a/package.json
+++ b/package.json
@@ -1,9 +1,35 @@
 {
+  "name": "museomorph",
+  "version": "0.1.0",
+  "private": true,
   "scripts": {
-    "validate:styles": "ts-node --transpile-only scripts/validate-style.ts",
-    "build:manifest": "ts-node --transpile-only scripts/build-manifest.ts && pnpm run validate:styles",
+    "validate:styles": "ts-node --project tsconfig.scripts.json --transpile-only scripts/validate-style.ts",
+    "validate:styles:strict": "ts-node --project tsconfig.scripts.json --transpile-only scripts/validate-style.ts --strict",
+    "build:manifest": "ts-node --project tsconfig.scripts.json --transpile-only scripts/build-manifest.ts && pnpm run validate:styles",
     "dev": "vite",
+    "build": "vite build",
+    "preview": "vite preview",
+    "test": "vitest run",
     "tauri:dev": "cargo tauri dev",
     "tauri:build": "cargo tauri build"
+  },
+  "packageManager": "pnpm@10.17.0+sha512.fce8a3dd29a4ed2ec566fb53efbb04d8c44a0f05bc6f24a73046910fb9c3ce7afa35a0980500668fa3573345bd644644fa98338fa168235c80f4aa17aa17fbef",
+  "dependencies": {
+    "@tauri-apps/api": "^1.6.0",
+    "react": "^18.3.1",
+    "react-dom": "^18.3.1"
+  },
+  "devDependencies": {
+    "@tauri-apps/cli": "^1.6.0",
+    "@types/react": "^18.3.5",
+    "@types/react-dom": "^18.3.0",
+    "@vitejs/plugin-react": "^4.3.1",
+    "glob": "^11.0.3",
+    "gray-matter": "^4.0.3",
+    "ts-node": "^10.9.2",
+    "typescript": "^5.9.2",
+    "vite": "^5.4.0",
+    "vitest": "^1.6.0",
+    "zod": "^4.1.9"
   }
 }
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
new file mode 100644
index 0000000..94319a6
--- /dev/null
+++ b/pnpm-lock.yaml
@@ -0,0 +1,2082 @@
+lockfileVersion: '9.0'
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
+importers:
+
+  .:
+    dependencies:
+      '@tauri-apps/api':
+        specifier: ^1.6.0
+        version: 1.6.0
+      react:
+        specifier: ^18.3.1
+        version: 18.3.1
+      react-dom:
+        specifier: ^18.3.1
+        version: 18.3.1(react@18.3.1)
+    devDependencies:
+      '@tauri-apps/cli':
+        specifier: ^1.6.0
+        version: 1.6.3
+      '@types/react':
+        specifier: ^18.3.5
+        version: 18.3.24
+      '@types/react-dom':
+        specifier: ^18.3.0
+        version: 18.3.7(@types/react@18.3.24)
+      '@vitejs/plugin-react':
+        specifier: ^4.3.1
+        version: 4.7.0(vite@5.4.20(@types/node@24.5.2))
+      glob:
+        specifier: ^11.0.3
+        version: 11.0.3
+      gray-matter:
+        specifier: ^4.0.3
+        version: 4.0.3
+      ts-node:
+        specifier: ^10.9.2
+        version: 10.9.2(@types/node@24.5.2)(typescript@5.9.2)
+      typescript:
+        specifier: ^5.9.2
+        version: 5.9.2
+      vite:
+        specifier: ^5.4.0
+        version: 5.4.20(@types/node@24.5.2)
+      vitest:
+        specifier: ^1.6.0
+        version: 1.6.1(@types/node@24.5.2)
+      zod:
+        specifier: ^4.1.9
+        version: 4.1.9
+
+packages:
+
+  '@babel/code-frame@7.27.1':
+    resolution: {integrity: sha512-cjQ7ZlQ0Mv3b47hABuTevyTuYN4i+loJKGeV9flcCgIK37cCXRh+L1bd3iBHlynerhQ7BhCkn2BPbQUL+rGqFg==}
+    engines: {node: '>=6.9.0'}
+
+  '@babel/compat-data@7.28.4':
+    resolution: {integrity: sha512-YsmSKC29MJwf0gF8Rjjrg5LQCmyh+j/nD8/eP7f+BeoQTKYqs9RoWbjGOdy0+1Ekr68RJZMUOPVQaQisnIo4Rw==}
+    engines: {node: '>=6.9.0'}
+
+  '@babel/core@7.28.4':
+    resolution: {integrity: sha512-2BCOP7TN8M+gVDj7/ht3hsaO/B/n5oDbiAyyvnRlNOs+u1o+JWNYTQrmpuNp1/Wq2gcFrI01JAW+paEKDMx/CA==}
+    engines: {node: '>=6.9.0'}
+
+  '@babel/generator@7.28.3':
+    resolution: {integrity: sha512-3lSpxGgvnmZznmBkCRnVREPUFJv2wrv9iAoFDvADJc0ypmdOxdUtcLeBgBJ6zE0PMeTKnxeQzyk0xTBq4Ep7zw==}
+    engines: {node: '>=6.9.0'}
+
+  '@babel/helper-compilation-targets@7.27.2':
+    resolution: {integrity: sha512-2+1thGUUWWjLTYTHZWK1n8Yga0ijBz1XAhUXcKy81rd5g6yh7hGqMp45v7cadSbEHc9G3OTv45SyneRN3ps4DQ==}
+    engines: {node: '>=6.9.0'}
+
+  '@babel/helper-globals@7.28.0':
+    resolution: {integrity: sha512-+W6cISkXFa1jXsDEdYA8HeevQT/FULhxzR99pxphltZcVaugps53THCeiWA8SguxxpSp3gKPiuYfSWopkLQ4hw==}
+    engines: {node: '>=6.9.0'}
+
+  '@babel/helper-module-imports@7.27.1':
+    resolution: {integrity: sha512-0gSFWUPNXNopqtIPQvlD5WgXYI5GY2kP2cCvoT8kczjbfcfuIljTbcWrulD1CIPIX2gt1wghbDy08yE1p+/r3w==}
+    engines: {node: '>=6.9.0'}
+
+  '@babel/helper-module-transforms@7.28.3':
+    resolution: {integrity: sha512-gytXUbs8k2sXS9PnQptz5o0QnpLL51SwASIORY6XaBKF88nsOT0Zw9szLqlSGQDP/4TljBAD5y98p2U1fqkdsw==}
+    engines: {node: '>=6.9.0'}
+    peerDependencies:
+      '@babel/core': ^7.0.0
+
+  '@babel/helper-plugin-utils@7.27.1':
+    resolution: {integrity: sha512-1gn1Up5YXka3YYAHGKpbideQ5Yjf1tDa9qYcgysz+cNCXukyLl6DjPXhD3VRwSb8c0J9tA4b2+rHEZtc6R0tlw==}
+    engines: {node: '>=6.9.0'}
+
+  '@babel/helper-string-parser@7.27.1':
+    resolution: {integrity: sha512-qMlSxKbpRlAridDExk92nSobyDdpPijUq2DW6oDnUqd0iOGxmQjyqhMIihI9+zv4LPyZdRje2cavWPbCbWm3eA==}
+    engines: {node: '>=6.9.0'}
+
+  '@babel/helper-validator-identifier@7.27.1':
+    resolution: {integrity: sha512-D2hP9eA+Sqx1kBZgzxZh0y1trbuU+JoDkiEwqhQ36nodYqJwyEIhPSdMNd7lOm/4io72luTPWH20Yda0xOuUow==}
+    engines: {node: '>=6.9.0'}
+
+  '@babel/helper-validator-option@7.27.1':
+    resolution: {integrity: sha512-YvjJow9FxbhFFKDSuFnVCe2WxXk1zWc22fFePVNEaWJEu8IrZVlda6N0uHwzZrUM1il7NC9Mlp4MaJYbYd9JSg==}
+    engines: {node: '>=6.9.0'}
+
+  '@babel/helpers@7.28.4':
+    resolution: {integrity: sha512-HFN59MmQXGHVyYadKLVumYsA9dBFun/ldYxipEjzA4196jpLZd8UjEEBLkbEkvfYreDqJhZxYAWFPtrfhNpj4w==}
+    engines: {node: '>=6.9.0'}
+
+  '@babel/parser@7.28.4':
+    resolution: {integrity: sha512-yZbBqeM6TkpP9du/I2pUZnJsRMGGvOuIrhjzC1AwHwW+6he4mni6Bp/m8ijn0iOuZuPI2BfkCoSRunpyjnrQKg==}
+    engines: {node: '>=6.0.0'}
+    hasBin: true
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diff --git a/pnpm-workspace.yaml b/pnpm-workspace.yaml
new file mode 100644
index 0000000..efc037a
--- /dev/null
+++ b/pnpm-workspace.yaml
@@ -0,0 +1,2 @@
+onlyBuiltDependencies:
+  - esbuild
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diff --git a/public/hero/hero_5.png b/public/hero/hero_5.png
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diff --git a/public/manifest.json b/public/manifest.json
new file mode 100644
index 0000000..a5e0d59
--- /dev/null
+++ b/public/manifest.json
@@ -0,0 +1,7403 @@
+{
+  "collections": [
+    {
+      "id": "American Illustration",
+      "styles": [
+        "norman_rockwell_american_storytelling"
+      ]
+    },
+    {
+      "id": "Anime",
+      "styles": [
+        "kyoto_animation_moe",
+        "madhouse_character_precision",
+        "makoto_shinkai_photopoetry",
+        "mappa_modern_cinema",
+        "masaaki_yuasa_experimental",
+        "masashi_kishimoto_shonen",
+        "osamu_dezaki_postcard",
+        "production_ig_cyberpunk",
+        "satoshi_kon_psychology",
+        "studio_bones_character_drama",
+        "studio_ghibli_naturalism",
+        "studio_trigger_neokana",
+        "sunrise_clean_cel",
+        "wit_studio_kinetic_cinematography",
+        "yoshiyuki_sadamoto_precision"
+      ]
+    },
+    {
+      "id": "Dutch Golden Age",
+      "styles": [
+        "frans_hals_alla_prima_vigor",
+        "johannes_vermeer_optical_domestic",
+        "rembrandt_chiaroscuro_portrait"
+      ]
+    },
+    {
+      "id": "European Comics",
+      "styles": [
+        "albert_uderzo_asterix",
+        "enki_bilal_painterly_decay",
+        "francois_schuiten_impossible_cities",
+        "guido_crepax_psychedelic_noir",
+        "hugo_pratt_brush_economy",
+        "jean_claude_mezieres_space_opera",
+        "juanjo_guarnido_anthro_noir",
+        "milo_manara_classical_watercolor",
+        "moebius_ligne_claire",
+        "morris_lucky_luke",
+        "philippe_druillet_baroque",
+        "sergio_toppi_ornamental"
+      ]
+    },
+    {
+      "id": "Expressionism",
+      "styles": [
+        "edvard_munch",
+        "egon_schiele",
+        "ernst_ludwig_kirchner",
+        "oskar_kokoschka",
+        "vincent_van_gogh"
+      ]
+    },
+    {
+      "id": "Fantasy Illustration",
+      "styles": [
+        "boris_vallejo_muscular_hyperrealism",
+        "brom_gothic_dark_fantasy",
+        "clyde_caldwell_warm_fantasy",
+        "don_maitz_maritime_realism",
+        "donato_giancola_classical_realism",
+        "frank_frazetta_barbarian_power",
+        "jeff_easley_dynamic_action",
+        "jim_roslof_classic_dd_foundation",
+        "keith_parkinson_epic_realism",
+        "larry_elmore_classic_fantasy",
+        "michael_whelan_luminous_atmosphere",
+        "rowena_morrill_fantasy_vision",
+        "todd_lockwood_dragon_epic"
+      ]
+    },
+    {
+      "id": "Golden Age Comics",
+      "styles": [
+        "alex_raymond_elegant_adventure",
+        "bob_kane_vigilante_iconography",
+        "carmine_infantino_speed_dynamics",
+        "cc_beck_clean_superhero",
+        "jack_cole_cartoon_comedy",
+        "siegel_shuster_foundational_superhero",
+        "will_eisner_urban_noir"
+      ]
+    },
+    {
+      "id": "Gothic Horror",
+      "styles": [
+        "bernie_wrightson_gothic_ink",
+        "caspar_david_friedrich_sublime",
+        "edward_gorey_gothic_illustration",
+        "francisco_goya_black_paintings",
+        "harry_clarke_gothic_illustration",
+        "hr_giger_biomechanical_surrealism",
+        "virgil_finlay_cosmic_stippling"
+      ]
+    },
+    {
+      "id": "Magazine Parodies",
+      "styles": [
+        "der_pickel_magazine_parody",
+        "harpers_bizarre_magazine_parody",
+        "ibola_magazine_parody",
+        "lies_magazine_life_parody",
+        "parody_match_magazine_parody",
+        "rational_geographic_magazine_parody",
+        "rogue_magazine_vogue_parody",
+        "rolling_scone_magazine_parody",
+        "the_new_porker_magazine_parody"
+      ]
+    },
+    {
+      "id": "Manga",
+      "styles": [
+        "ai_yazawa_fashion_illustration",
+        "akira_toriyama_dynamic_adventure",
+        "clamp_prismatic_shoujo_seinen",
+        "kamome_shirahama_european_fantasy",
+        "kaoru_mori_historical_textile_manga",
+        "katsuhiro_otomo_cyberpunk_manga",
+        "kentaro_miura_dark_fantasy_hyperdetail",
+        "masakazu_katsura_realistic_manga",
+        "naoki_urasawa_psychological_thriller",
+        "osamu_tezuka_showa_cinematic_manga",
+        "riyoko_ikeda_historical_shojo",
+        "rumiko_takahashi_romantic_manga"
+      ]
+    },
+    {
+      "id": "Medieval Illumination",
+      "styles": [
+        "gothic_manuscript_illumination",
+        "insular_manuscript_illumination",
+        "ottonian_manuscript_illumination",
+        "romanesque_manuscript_illumination"
+      ]
+    },
+    {
+      "id": "Modern Age Comics",
+      "styles": [
+        "alex_ross_painterly_realism",
+        "arthur_adams_detail_deluge",
+        "declan_shalvey_graphic_noir",
+        "jim_lee_crosshatch_superhero",
+        "jorge_jimenez_kinetic_manga",
+        "marc_silvestri_elegant_energy",
+        "mike_mignola_gothic_shadow",
+        "olivier_coipel_barokinetic",
+        "peach_momoko_folklore_fusion",
+        "rob_liefeld_pouch_power",
+        "russell_dauterman_crystal_splash",
+        "todd_mcfarlane_cape_dynamics"
+      ]
+    },
+    {
+      "id": "Movie Posters",
+      "styles": [
+        "al_hirschfeld_linear_calligraphic_poster",
+        "bill_gold_conceptual_campaign",
+        "drew_struzan_cinematic_poster",
+        "frank_mccarthy_action_panorama",
+        "hans_hillmann_modernist_collage",
+        "john_alvin_cinematic_glow_poster",
+        "philip_gips_minimalist_concept",
+        "reynold_brown_realist_thriller",
+        "richard_amsel_illustrated_montage",
+        "robert_mcginnis_gouache_spy_poster",
+        "saul_bass_graphic_motion_poster",
+        "tom_jung_storyboard_collage"
+      ]
+    },
+    {
+      "id": "Pixel Art",
+      "styles": [
+        "cps1_arcade_fighter_sprite",
+        "hd2d_octopath_style",
+        "isometric_pixel_rpg_tactical",
+        "nes_8bit_sprite_256x240",
+        "snes_16bit_jrpg_pixel",
+        "vga_lucasarts_adventure"
+      ]
+    },
+    {
+      "id": "Propaganda Art",
+      "styles": [
+        "american_wpa_progress_poster",
+        "art_deco_progress_poster",
+        "bauhaus_universal_poster",
+        "chinese_cultural_revolution_poster",
+        "soviet_constructivism_agitprop"
+      ]
+    },
+    {
+      "id": "Psychedelic Art",
+      "styles": [
+        "bonnie_maclean_psychedelic_type",
+        "mouse_kelley_psychedelic_collage",
+        "peter_max_cosmic_pop",
+        "victor_moscoso_psychedelic_poster",
+        "wes_wilson_psychedelic_lettering"
+      ]
+    },
+    {
+      "id": "Record Covers",
+      "styles": [
+        "alex_steinweiss_theatrical_modernism",
+        "andy_warhol_pop_silkscreen",
+        "anton_corbijn_monochrome_cinema",
+        "barney_bubbles_optical_play",
+        "hipgnosis_surrealist_staging",
+        "mati_klarwein_psychedelic_mysticism",
+        "peter_blake_pop_collage",
+        "peter_saville_factory_minimalism",
+        "raymond_pettibon_punk_brutalism",
+        "reid_miles_blue_note_modernism",
+        "vaughan_oliver_4ad_mysticism"
+      ]
+    },
+    {
+      "id": "Royal Portraiture",
+      "styles": [
+        "anthony_van_dyck_court_portrait",
+        "diego_velazquez_court_portrait",
+        "elisabeth_vigee_le_brun_royal_portrait",
+        "franz_winterhalter_court_portrait",
+        "hans_holbein_tudor_portrait",
+        "jacques_louis_david_state_portrait",
+        "john_singer_sargent_society_portrait"
+      ]
+    },
+    {
+      "id": "Silver Age Comics",
+      "styles": [
+        "gene_colan_motion_blur",
+        "jack_kirby_cosmic_cover",
+        "jim_steranko_op_art_cover",
+        "john_romita_sr_spider_city",
+        "neal_adams_realism_cover",
+        "steve_ditko_psych_mystery"
+      ]
+    },
+    {
+      "id": "Stained Glass",
+      "styles": [
+        "harry_clarke_art_deco_stained_glass",
+        "medieval_cathedral_stained_glass",
+        "preraphaelite_arts_crafts_stained_glass",
+        "renaissance_stained_glass_naturalism"
+      ]
+    },
+    {
+      "id": "Steampunk",
+      "styles": [
+        "steampunk_gothic_ink_wash",
+        "steampunk_imaginative_digital",
+        "steampunk_mixed_media_assemblage",
+        "steampunk_tintype_portrait",
+        "steampunk_victorian_engraving"
+      ]
+    },
+    {
+      "id": "Sunday Comics",
+      "styles": [
+        "berkeley_breathed_satirical_whimsy",
+        "bill_watterson_sunday_adventure",
+        "charles_schulz_beagle_paperback",
+        "gary_larson_far_side_single",
+        "jim_davis_garfield_treasury"
+      ]
+    },
+    {
+      "id": "Surrealism",
+      "styles": [
+        "frida_kahlo_exvoto_surrealism",
+        "leonora_carrington_metamorphic_surrealism",
+        "max_ernst_automatist_collage",
+        "remedios_varo_mystical_surrealism",
+        "rene_magritte_conceptual_surrealism",
+        "salvador_dali_hyperreal_surrealism"
+      ]
+    },
+    {
+      "id": "Ukiyo-e",
+      "styles": [
+        "ukiyoe_classical_landscape",
+        "ukiyoe_kacho_nature",
+        "ukiyoe_urban_life",
+        "ukiyoe_wave_namie",
+        "ukiyoe_yakusha_portrait"
+      ]
+    }
+  ],
+  "styles": {
+    "steampunk_victorian_engraving": {
+      "id": "steampunk_victorian_engraving",
+      "group": "Steampunk",
+      "display_name": "Steampunk Victorian Engraving Portrait",
+      "file": "styles/steampunk/steampunk_victorian_engraving.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Technical Illustration"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Victorian engravers etched burin lines into steel, turning inventors and apparatus into precise cross-hatched plates. This steampunk variant keeps the 19th-century draftsmanship while threading in speculative gadgets and workshop ephemera.\n",
+      "artist": "Steampunk Atelier",
+      "movement": "Victorian Technical Illustration",
+      "style_scope": "movement"
+    },
+    "steampunk_tintype_portrait": {
+      "id": "steampunk_tintype_portrait",
+      "group": "Steampunk",
+      "display_name": "Steampunk Tintype Portrait",
+      "file": "styles/steampunk/steampunk_tintype_portrait.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Historical Photograph"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Steampunk tintypes mimic wet-plate chemistry—silver nitrate drips, solarized highlights, and shallow depth of field hugging brass goggles and boilers. Costumes stay era-correct while inventions peek through the patina. We tune the lab artifacts and imperfections for credibility.\n",
+      "artist": "Steampunk Atelier",
+      "movement": "Neo-Victorian Photography",
+      "style_scope": "movement"
+    },
+    "steampunk_mixed_media_assemblage": {
+      "id": "steampunk_mixed_media_assemblage",
+      "group": "Steampunk",
+      "display_name": "Steampunk Mixed Media Assemblage Portrait",
+      "file": "styles/steampunk/steampunk_mixed_media_assemblage.md",
+      "ratios": [
+        "4:5"
+      ],
+      "modes": [
+        "Industrial Assemblage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Physical steampunk assemblage layers found brass, Bakelite knobs, portrait photography, and hand-tooled leather into reliquaries. Riveted frames, oxidized patina, and resin-cast cogs push the portrait into sculptural territory. We guide the layout so every bolt earns its place.\n",
+      "artist": "Steampunk Atelier",
+      "movement": "Assemblage Steampunk Portraiture",
+      "style_scope": "movement"
+    },
+    "steampunk_imaginative_digital": {
+      "id": "steampunk_imaginative_digital",
+      "group": "Steampunk",
+      "display_name": "Steampunk Imaginative Digital Portrait",
+      "file": "styles/steampunk/steampunk_imaginative_digital.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Fantasy Character Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Imaginative digital steampunk blends painterly lighting, leather, brass, and billowing steam into high-polish key art. Think cover-ready hero shots with luminous atmospherics and cinematic rim light. We keep it aspirational while refreshing silhouettes and contraptions.\n",
+      "artist": "Steampunk Atelier",
+      "movement": "Digital Steampunk Concept Art",
+      "style_scope": "movement"
+    },
+    "steampunk_gothic_ink_wash": {
+      "id": "steampunk_gothic_ink_wash",
+      "group": "Steampunk",
+      "display_name": "Steampunk Gothic Ink Wash Portrait",
+      "file": "styles/steampunk/steampunk_gothic_ink_wash.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Dark Romantic Illustration"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Gothic ink-wash steampunk drapes characters in Victorian mourning couture, soot-stained gears, and rain-smeared glass. Wet brush, raven-black pools, and selective copper highlights create a melancholic ballroom of machines. Expect wraithlike poses and intricate filigree.\n",
+      "artist": "Steampunk Atelier",
+      "movement": "Dark Romantic Steampunk Illustration",
+      "style_scope": "movement"
+    },
+    "jim_davis_garfield_treasury": {
+      "id": "jim_davis_garfield_treasury",
+      "group": "Sunday Comics",
+      "display_name": "Jim Davis — Garfield Treasury Collection",
+      "file": "styles/sunday_comics/jim_davis_garfield_treasury.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "4:5"
+      ],
+      "modes": [
+        "Book Cover",
+        "Humor Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jim Davis engineered flat-color sarcasm for mass printing—thick outlines, snappy faces, and lasagna gags readable from a bus stop. We keep the licensing-safe geometry while crafting fresh felines, owners, and Monday-proof set pieces.\n",
+      "artist": "Jim Davis",
+      "movement": "1980s Syndicated Humor Strip",
+      "style_scope": "single-artist"
+    },
+    "gary_larson_far_side_single": {
+      "id": "gary_larson_far_side_single",
+      "group": "Sunday Comics",
+      "display_name": "Gary Larson — The Far Side Panels",
+      "file": "styles/sunday_comics/gary_larson_far_side_single.md",
+      "ratios": [
+        "2:3",
+        "4:3",
+        "16:9"
+      ],
+      "modes": [
+        "Single Panel Comic"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Gary Larson doodled science-class oddities with Rapidographs and deadpan captions—cows with graduate degrees, insects in group therapy. We keep the scratchy ink, tone boards, and absurd logic while serving up brand-new panels of zoological disaster.\n",
+      "artist": "Gary Larson",
+      "movement": "1980s Single-Panel Surrealism",
+      "style_scope": "single-artist"
+    },
+    "charles_schulz_beagle_paperback": {
+      "id": "charles_schulz_beagle_paperback",
+      "group": "Sunday Comics",
+      "display_name": "Charles M. Schulz — Beagle Paperback Covers",
+      "file": "styles/sunday_comics/charles_schulz_beagle_paperback.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Paperback Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Charles M. Schulz paired round-headed kids, misregistered CMYK, and halftone-rosette skies to bottle gentle melancholy. This Sunday card keeps the 1960s print physics—pulp tooth, ±1mm drift—while inventing a new Beagle crew with their own bittersweet jokes.\n",
+      "artist": "Charles M. Schulz",
+      "movement": "Mid-Century Newspaper Strip Collection",
+      "style_scope": "single-artist"
+    },
+    "bill_watterson_sunday_adventure": {
+      "id": "bill_watterson_sunday_adventure",
+      "group": "Sunday Comics",
+      "display_name": "Bill Watterson — Imaginative Sunday Adventure",
+      "file": "styles/sunday_comics/bill_watterson_sunday_adventure.md",
+      "ratios": [
+        "16:9",
+        "3:4",
+        "4:3"
+      ],
+      "modes": [
+        "Sunday Strip Spread",
+        "Treasury Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Bill Watterson splashed sable-ink brushstrokes across wide Sunday horizons—dinosaur flights, snow philosophy, cardboard rockets. We protect that kinetic brush energy and watercolor atmosphere while debuting brand-new kids, plush confidants, and existential punchlines.\n",
+      "artist": "Bill Watterson",
+      "movement": "1980s Imaginative Sunday Strip",
+      "style_scope": "single-artist"
+    },
+    "berkeley_breathed_satirical_whimsy": {
+      "id": "berkeley_breathed_satirical_whimsy",
+      "group": "Sunday Comics",
+      "display_name": "Berkeley Breathed — Satirical Whimsy",
+      "file": "styles/sunday_comics/berkeley_breathed_satirical_whimsy.md",
+      "ratios": [
+        "1:1",
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Satirical Cover",
+        "Children’s Illustration"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Berkeley Breathed stuffed penguins, politics, and airbrushed rainbows into freewheeling Sunday layouts. His ink lines wobble with manic energy, yet every spread can double as a kid-lit parody. We channel that anarchic whimsy with new critters, headlines, and power-ballad color palettes.\n",
+      "artist": "Berkeley Breathed",
+      "movement": "1980s Satirical Sunday Strip",
+      "style_scope": "single-artist"
+    },
+    "ukiyoe_yakusha_portrait": {
+      "id": "ukiyoe_yakusha_portrait",
+      "group": "Ukiyo-e",
+      "display_name": "Ukiyo-e — Theatrical Portrait (Yakusha-e)",
+      "file": "styles/ukiyo_e/ukiyoe_yakusha_portrait.md",
+      "ratios": [
+        "3:4",
+        "2:3"
+      ],
+      "modes": [
+        "Kabuki Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Yakusha-e immortalizes kabuki moments—exaggerated mie, thunderbolt backdrops, and actor crests carved into keyblocks. We capture that theatrical charge with fresh roles, crest designs, and mica dust backgrounds.\n",
+      "artist": "Sharaku Tradition",
+      "movement": "Kabuki Actor Prints",
+      "style_scope": "movement"
+    },
+    "ukiyoe_wave_namie": {
+      "id": "ukiyoe_wave_namie",
+      "group": "Ukiyo-e",
+      "display_name": "Ukiyo-e — Wave & Water (Nami-e)",
+      "file": "styles/ukiyo_e/ukiyoe_wave_namie.md",
+      "ratios": [
+        "16:9",
+        "4:3"
+      ],
+      "modes": [
+        "Marine Print"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Nami-e prints crash with clawed wave crests, boatmen silhouettes, and spray carved from cherry blocks. We keep the arcing foam glyphs and Prussian gradients while conjuring new harbors and storm myths.\n",
+      "artist": "Hokusai Maritime School",
+      "movement": "Edo Marine Ukiyo-e",
+      "style_scope": "movement"
+    },
+    "ukiyoe_urban_life": {
+      "id": "ukiyoe_urban_life",
+      "group": "Ukiyo-e",
+      "display_name": "Ukiyo-e — Urban Life (Fūzoku-ga)",
+      "file": "styles/ukiyo_e/ukiyoe_urban_life.md",
+      "ratios": [
+        "3:4",
+        "2:3"
+      ],
+      "modes": [
+        "Urban Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Fūzoku-ga celebrates Edo’s entertainers—layered kimono patterns, lacquered coiffures, and lantern-lit backdrops. We keep the fabric math and class codes while designing new performers, gestures, and bridge scenes.\n",
+      "artist": "Kitagawa & Utagawa Schools",
+      "movement": "Edo Pleasure-District Portraiture",
+      "style_scope": "movement"
+    },
+    "ukiyoe_kacho_nature": {
+      "id": "ukiyoe_kacho_nature",
+      "group": "Ukiyo-e",
+      "display_name": "Ukiyo-e — Nature Study (Kachō-ga)",
+      "file": "styles/ukiyo_e/ukiyoe_kacho_nature.md",
+      "ratios": [
+        "1:1",
+        "3:4"
+      ],
+      "modes": [
+        "Nature Study"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Kachō-ga captures cranes, peonies, and dragonflies with poetic asymmetry—delicate bokashi, reserved paper for petals, and seasonal seals. We embrace that lyrical restraint while painting new flora and fauna pairings.\n",
+      "artist": "Kachō-ga Masters",
+      "movement": "Edo Bird-and-Flower Prints",
+      "style_scope": "movement"
+    },
+    "ukiyoe_classical_landscape": {
+      "id": "ukiyoe_classical_landscape",
+      "group": "Ukiyo-e",
+      "display_name": "Ukiyo-e — Classical Landscape (Fūkei-ga)",
+      "file": "styles/ukiyo_e/ukiyoe_classical_landscape.md",
+      "ratios": [
+        "10:3",
+        "4:3"
+      ],
+      "modes": [
+        "Landscape Print"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Fūkei-ga woodblocks send travelers past Fuji’s silhouette, bokashi skies, and merchant roads. We preserve the Edo palette—Prussian blue gradients, 0.3 mm keylines—while charting new stations and seasons.\n",
+      "artist": "Hokusai & Hiroshige Schools",
+      "movement": "Edo Ukiyo-e Landscape",
+      "style_scope": "movement"
+    },
+    "salvador_dali_hyperreal_surrealism": {
+      "id": "salvador_dali_hyperreal_surrealism",
+      "group": "Surrealism",
+      "display_name": "Salvador Dalí — Paranoiac Hyperrealism",
+      "file": "styles/surrealism/salvador_dali_hyperreal_surrealism.md",
+      "ratios": [
+        "4:5",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Paranoiac Portrait",
+        "Classical Tableau",
+        "Catalan Dreamscape"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Stage a dominant protagonist with up to two symbolic doubles or apparitions; maintain Renaissance space.",
+        "identity_priority": [
+          "hyperreal-features",
+          "symbolic-props",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Dalí fused Renaissance craft with dream logic, rendering impossible scenes in microscope-level oil realism. This card enforces his paranoiac-critical method—melting clocks, Catalan coastlines, double images—while keeping likeness razor sharp.\n",
+      "artist": "Salvador Dalí",
+      "movement": "Paranoiac-Critical Surrealism",
+      "style_scope": "single-artist"
+    },
+    "rene_magritte_conceptual_surrealism": {
+      "id": "rene_magritte_conceptual_surrealism",
+      "group": "Surrealism",
+      "display_name": "René Magritte — Conceptual Precision",
+      "file": "styles/surrealism/rene_magritte_conceptual_surrealism.md",
+      "ratios": [
+        "4:5",
+        "4:3",
+        "1:1"
+      ],
+      "modes": [
+        "Bowler Portrait",
+        "Suburban Tableau",
+        "Conceptual Icon"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Position anonymous bourgeois figures against flat-sky backdrops; repeat forms rhythmically when multiples appear.",
+        "identity_priority": [
+          "commercial-precision",
+          "conceptual-symbol",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Magritte painted impossible ideas with the calm polish of an advertising studio. This card reproduces his 1929–1967 method: invisible brushwork, bowler hats, green apples, floating rocks, and suburban rooms that betray logic.\n",
+      "artist": "René Magritte",
+      "movement": "Conceptual Surrealism",
+      "style_scope": "single-artist"
+    },
+    "remedios_varo_mystical_surrealism": {
+      "id": "remedios_varo_mystical_surrealism",
+      "group": "Surrealism",
+      "display_name": "Remedios Varo — Alchemical Quest",
+      "file": "styles/surrealism/remedios_varo_mystical_surrealism.md",
+      "ratios": [
+        "4:5",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Alchemical Laboratory",
+        "Mystical Journey",
+        "Mandala Conjuration"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Center a solitary seeker; add one attendant spirit or familiar only when narrative demands.",
+        "identity_priority": [
+          "silhouette",
+          "large-eyes",
+          "spiritual-gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "In Mexican exile, Varo etched alchemical instruments into gesso, glazed them with luminous oils, and set androgynous seekers on mystical quests. This card honors that 1955–1963 practice—incised lines, mother-of-pearl highlights, and narrative machines.\n",
+      "artist": "Remedios Varo",
+      "movement": "Mystical Surrealism",
+      "style_scope": "single-artist"
+    },
+    "max_ernst_automatist_collage": {
+      "id": "max_ernst_automatist_collage",
+      "group": "Surrealism",
+      "display_name": "Max Ernst — Automatist Collage Metamorphosis",
+      "file": "styles/surrealism/max_ernst_automatist_collage.md",
+      "ratios": [
+        "3:4",
+        "4:3",
+        "1:1"
+      ],
+      "modes": [
+        "Metamorphic Portrait",
+        "Forest Apocalypse",
+        "Collage Specimen Plate"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Arrange human-animal hybrids in disjunctive space; balance collage fragments across the field.",
+        "identity_priority": [
+          "silhouette",
+          "metamorphic-elements",
+          "texture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Ernst scraped, rubbed, and collaged found imagery into chimeric worlds that processed post-war trauma. This card enforces his automatist workflow—frottage textures, grattage scraping, botanical-mechanical hybrids—while respecting period collage sources.\n",
+      "artist": "Max Ernst",
+      "movement": "Automatist Collage Surrealism",
+      "style_scope": "single-artist"
+    },
+    "leonora_carrington_metamorphic_surrealism": {
+      "id": "leonora_carrington_metamorphic_surrealism",
+      "group": "Surrealism",
+      "display_name": "Leonora Carrington — Metamorphic Ritual",
+      "file": "styles/surrealism/leonora_carrington_metamorphic_surrealism.md",
+      "ratios": [
+        "4:5",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Ritual Tableau",
+        "Theatrical Stage",
+        "Symbolic Mandala"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Compose archetypal figures with animal familiars; allow elongated limbs and floating stages.",
+        "identity_priority": [
+          "silhouette",
+          "metamorphic-integration",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Carrington’s tempera scenes align mythic women, animal familiars, and impossible architecture into hermetic rituals. This card reproduces her muted earth palette, elongated anatomy, and theatrical spatial paradoxes from her Mexican exile period.\n",
+      "artist": "Leonora Carrington",
+      "movement": "Metamorphic Surrealism",
+      "style_scope": "single-artist"
+    },
+    "frida_kahlo_exvoto_surrealism": {
+      "id": "frida_kahlo_exvoto_surrealism",
+      "group": "Surrealism",
+      "display_name": "Frida Kahlo — Ex-Voto Surreal Testimony",
+      "file": "styles/surrealism/frida_kahlo_exvoto_surrealism.md",
+      "ratios": [
+        "4:5",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Tehuana Self-Portrait",
+        "Medical Ex-Voto",
+        "Altar Retablo"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Default to single frontal sitter; add one companion or symbolic double only when narrative requires.",
+        "identity_priority": [
+          "facial-honesty",
+          "cultural-attire",
+          "symbolic-props"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Kahlo’s ex-voto paintings confront pain, identity, and politics with folk-art clarity. This card recreates her 1938–1954 practice: Tehuana dress, medical corsets, retablo inscriptions, and confrontational gazes set against Mexican landscapes.\n",
+      "artist": "Frida Kahlo",
+      "movement": "Mexican Ex-Voto Surrealism",
+      "style_scope": "single-artist"
+    },
+    "renaissance_stained_glass_naturalism": {
+      "id": "renaissance_stained_glass_naturalism",
+      "group": "Stained Glass",
+      "display_name": "Renaissance Naturalist Stained Glass",
+      "file": "styles/stained_glass/renaissance_stained_glass_naturalism.md",
+      "ratios": [
+        "3:4",
+        "4:5",
+        "5:2"
+      ],
+      "modes": [
+        "Chapel Panel",
+        "Civic Portrait",
+        "Narrative Frieze"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Arrange figures in classical perspective with architectural depth; reserve clear glass for luminous atmosphere.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "classical-proportion"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Renaissance glaziers adopted humanist portraiture, linear perspective, and silver-stain modelling to modernize sacred windows. This card recreates their 1400–1600 panels—tempera-precise faces, contrapposto bodies, and clear-glass luminosity balanced with jewel accents.\n",
+      "artist": "Italian & Northern Workshops",
+      "movement": "Renaissance",
+      "style_scope": "movement"
+    },
+    "preraphaelite_arts_crafts_stained_glass": {
+      "id": "preraphaelite_arts_crafts_stained_glass",
+      "group": "Stained Glass",
+      "display_name": "Pre-Raphaelite Arts & Crafts Panel",
+      "file": "styles/stained_glass/preraphaelite_arts_crafts_stained_glass.md",
+      "ratios": [
+        "2:3",
+        "4:5",
+        "1:1"
+      ],
+      "modes": [
+        "Domestic Aesthetic Panel",
+        "Ecclesiastical Triptych",
+        "Decorative Medallion"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Graceful Pre-Raphaelite figures framed by Morris botanical patterns; prefer trios or fewer.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "decorative-unity"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Morris & Co. translated Pre-Raphaelite beauty into opalescent glass—flowing figures, botanical borders, and hand-lettered poetry between 1860 and 1920. This card recreates their domestic, ecclesiastical, and medallion formats with authentic ratios and Kelmscott-inspired lettering.\n",
+      "artist": "Morris & Co. Workshop",
+      "movement": "Pre-Raphaelite & Arts and Crafts",
+      "style_scope": "movement"
+    },
+    "medieval_cathedral_stained_glass": {
+      "id": "medieval_cathedral_stained_glass",
+      "group": "Stained Glass",
+      "display_name": "Gothic Cathedral Stained Glass",
+      "file": "styles/stained_glass/medieval_cathedral_stained_glass.md",
+      "ratios": [
+        "2:7",
+        "5:2",
+        "1:1"
+      ],
+      "modes": [
+        "Lancet Saint Panel",
+        "Clerestory Narrative",
+        "Rose Window Medallion"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 6,
+        "layout_hint": "Stack saints hieratically or distribute apostles around radial Christ medallions; obey sacred geometry.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "sacred-symbols"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "12th–13th century cathedral workshops fused jewel-toned crown glass, 2–4 mm cames, and theological storytelling to flood Gothic interiors with divine light. This framework recreates those lancets, clerestories, and rose windows with authentic iconography and sacred proportions.\n",
+      "artist": "Cathedral Workshops",
+      "movement": "High Gothic",
+      "style_scope": "movement"
+    },
+    "harry_clarke_art_deco_stained_glass": {
+      "id": "harry_clarke_art_deco_stained_glass",
+      "group": "Stained Glass",
+      "display_name": "Harry Clarke — Art Deco Psychodrama",
+      "file": "styles/stained_glass/harry_clarke_art_deco_stained_glass.md",
+      "ratios": [
+        "2:3",
+        "5:2",
+        "1:1"
+      ],
+      "modes": [
+        "Dramatic Lancet",
+        "Literary Narrative Band",
+        "Psychological Medallion"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Stage a central protagonist with up to two secondary apparitions; pattern density must remain high.",
+        "identity_priority": [
+          "silhouette",
+          "psychological-expression",
+          "decorative-density"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Harry Clarke fused Celtic revival ornament, acid-etched plating, and Art Deco theatricality to create stained glass charged with psychological tension. This card brings his 1900–1930 studio grammar—elongated saints, black glass silhouettes, horror-vacui patterns—into our prompt framework.\n",
+      "artist": "Harry Clarke",
+      "movement": "Art Deco",
+      "style_scope": "single-artist"
+    },
+    "vaughan_oliver_4ad_mysticism": {
+      "id": "vaughan_oliver_4ad_mysticism",
+      "group": "Record Covers",
+      "display_name": "Vaughan Oliver — 4AD Ethereal Tactile Mysticism",
+      "file": "styles/record_covers/vaughan_oliver_4ad_mysticism.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Ethereal Texture",
+        "Dream Collage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Vaughan Oliver fused blurred photography, distressed type, and sensuous materials into dreamlike 4AD jackets. The covers feel tactile—powdered pigments, translucent layers, and cryptic numerology drifting in fog. We sustain that atmospheric collage language while crafting new symbolism and avoiding recycled band marks.\n",
+      "artist": "Vaughan Oliver",
+      "movement": "4AD Ethereal Design",
+      "style_scope": "single-artist"
+    },
+    "reid_miles_blue_note_modernism": {
+      "id": "reid_miles_blue_note_modernism",
+      "group": "Record Covers",
+      "display_name": "Reid Miles — Blue Note Records Hard Bop Modernism",
+      "file": "styles/record_covers/reid_miles_blue_note_modernism.md",
+      "ratios": [
+        "1:1",
+        "2:1"
+      ],
+      "modes": [
+        "Jazz Modular",
+        "Typographic Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Reid Miles distilled Francis Wolff’s rehearsal photos into duotone blocks, letting rotated sans-serif type swing like a solo. His Blue Note covers are crisp, cool, and math-driven yet still intimate to the musicians. MuseoMorph keeps that modular rhythm while composing fresh titles and avoiding recycled catalog numerals.\n",
+      "artist": "Reid Miles",
+      "movement": "Blue Note Hard Bop Modernism",
+      "style_scope": "single-artist"
+    },
+    "raymond_pettibon_punk_brutalism": {
+      "id": "raymond_pettibon_punk_brutalism",
+      "group": "Record Covers",
+      "display_name": "Raymond Pettibon — Punk Comic Book Brutalism",
+      "file": "styles/record_covers/raymond_pettibon_punk_brutalism.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Punk Panel",
+        "Ink Manifesto"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Raymond Pettibon wields crow-quill ink like a weapon—scratchy brush lines, speech balloons dripping with irony, and black humor aimed at the American psyche. His art looks Xeroxed yet deeply felt. MuseoMorph continues that punk zine brutality while scripting new captions and characters.\n",
+      "artist": "Raymond Pettibon",
+      "movement": "Punk Comic Brutalism",
+      "style_scope": "single-artist"
+    },
+    "peter_saville_factory_minimalism": {
+      "id": "peter_saville_factory_minimalism",
+      "group": "Record Covers",
+      "display_name": "Peter Saville — Factory Records Minimalist Modernism",
+      "file": "styles/record_covers/peter_saville_factory_minimalism.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Minimalist Album",
+        "Data Abstraction"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Peter Saville turned Factory Records covers into conceptual riddles built from grids, catalog numbers, and scientific diagrams. His sleeves celebrate clinical restraint—matte stock, cold palettes, and disciplined type. MuseoMorph honors that intellectual minimalism while inventing new data sets and keeping labels free of real catalog codes.\n",
+      "artist": "Peter Saville",
+      "movement": "Factory Records Minimalist Modernism",
+      "style_scope": "single-artist"
+    },
+    "peter_blake_pop_collage": {
+      "id": "peter_blake_pop_collage",
+      "group": "Record Covers",
+      "display_name": "Peter Blake — British Pop Collage Tableau",
+      "file": "styles/record_covers/peter_blake_pop_collage.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Pop Collage",
+        "Group Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Peter Blake arranges pop-culture ephemera into stage-like tableaux, blending cut-paper collage, painted figures, and hand lettering. Think Sgt. Pepper’s crowd scenes and fairground nostalgia, but redrawn with new icons and British wit. MuseoMorph keeps that meticulous cut-and-paste theatre while supplying wholly original characters and memorabilia.\n",
+      "artist": "Peter Blake",
+      "movement": "British Pop Collage Tableau",
+      "style_scope": "single-artist"
+    },
+    "mati_klarwein_psychedelic_mysticism": {
+      "id": "mati_klarwein_psychedelic_mysticism",
+      "group": "Record Covers",
+      "display_name": "Mati Klarwein — Psychedelic Surrealist Mysticism",
+      "file": "styles/record_covers/mati_klarwein_psychedelic_mysticism.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Psychedelic Landscape",
+        "Sacred Collage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Mati Klarwein layers Afro-Caribbean symbolism, Biblical figures, and cosmic biology into luminous psychedelic realms. His canvases glow with Mischtechnik glazes and labyrinthine detail. We preserve that ecstatic density while composing brand-new mythologies free of canonical album references.\n",
+      "artist": "Mati Klarwein",
+      "movement": "Psychedelic Surrealist Mysticism",
+      "style_scope": "single-artist"
+    },
+    "hipgnosis_surrealist_staging": {
+      "id": "hipgnosis_surrealist_staging",
+      "group": "Record Covers",
+      "display_name": "Hipgnosis — Surrealist Photographic Staging",
+      "file": "styles/record_covers/hipgnosis_surrealist_staging.md",
+      "ratios": [
+        "1:1",
+        "2:1"
+      ],
+      "modes": [
+        "Surreal Tableau",
+        "Gatefold Panorama"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Hipgnosis built impossible album covers in-camera—burning handshakes, floating monoliths, deserts full of props—and printed them with dye-transfer saturation. Every illusion was staged with Hasselblad precision and stunt logistics instead of digital tricks. We preserve that practical surrealism while inventing new puzzles and keeping the band iconography original.\n",
+      "artist": "Hipgnosis (Storm Thorgerson & Aubrey Powell)",
+      "movement": "Surrealist Photographic Album Art",
+      "style_scope": "single-artist"
+    },
+    "barney_bubbles_optical_play": {
+      "id": "barney_bubbles_optical_play",
+      "group": "Record Covers",
+      "display_name": "Barney Bubbles — Postmodern Optical Playfulness",
+      "file": "styles/record_covers/barney_bubbles_optical_play.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Optical Prank",
+        "Typographic Trick"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Barney Bubbles smuggled Victorian engravings, op-art interference, and sly typographic jokes into punk-era sleeves. His layouts flip between maximal collage and disciplined grids, always with a wink. MuseoMorph keeps that mischievous design energy while inventing fresh symbols and steering clear of real band logos.\n",
+      "artist": "Barney Bubbles",
+      "movement": "Postmodern Optical Playfulness",
+      "style_scope": "single-artist"
+    },
+    "anton_corbijn_monochrome_cinema": {
+      "id": "anton_corbijn_monochrome_cinema",
+      "group": "Record Covers",
+      "display_name": "Anton Corbijn — Austere Monochrome Cinematography",
+      "file": "styles/record_covers/anton_corbijn_monochrome_cinema.md",
+      "ratios": [
+        "1:1",
+        "4:3"
+      ],
+      "modes": [
+        "Monochrome Portrait",
+        "Band Documentary"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Anton Corbijn photographs musicians like lone actors—grainy monochrome, windswept locations, and solemn gazes. His sleeves bridge fine-art portraiture and post-punk documentary. MuseoMorph keeps that austere mood while inventing new bands, typographic treatments, and weathered settings.\n",
+      "artist": "Anton Corbijn",
+      "movement": "Monochrome Band Portraiture",
+      "style_scope": "single-artist"
+    },
+    "andy_warhol_pop_silkscreen": {
+      "id": "andy_warhol_pop_silkscreen",
+      "group": "Record Covers",
+      "display_name": "Andy Warhol — Pop Art Silkscreen Iconography",
+      "file": "styles/record_covers/andy_warhol_pop_silkscreen.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Silkscreen Portrait",
+        "Icon Grid"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Andy Warhol treated album covers as pop multiples—silkscreened portraits, saturated product shots, and cheeky interactive gimmicks. His compositions rely on flat color fields, bold outlines, and Factory-style studio photography. We echo that celebrity pop vernacular while inventing new motifs and steering clear of licensed stars.\n",
+      "artist": "Andy Warhol",
+      "movement": "Pop Art Silkscreen Iconography",
+      "style_scope": "single-artist"
+    },
+    "alex_steinweiss_theatrical_modernism": {
+      "id": "alex_steinweiss_theatrical_modernism",
+      "group": "Record Covers",
+      "display_name": "Alex Steinweiss — Columbia Records Theatrical Modernism",
+      "file": "styles/record_covers/alex_steinweiss_theatrical_modernism.md",
+      "ratios": [
+        "1:1"
+      ],
+      "modes": [
+        "Theatrical Poster",
+        "Illustrated Score"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Alex Steinweiss brought Broadway staging to classical records—spotlit instruments, hand-lettered titles, and Art Deco color blocking. His covers feel like miniature theatre marquees swirling with music. We echo that showman spirit while drafting new typography and keeping all signage fictional.\n",
+      "artist": "Alex Steinweiss",
+      "movement": "Columbia Records Theatrical Modernism",
+      "style_scope": "single-artist"
+    },
+    "john_singer_sargent_society_portrait": {
+      "id": "john_singer_sargent_society_portrait",
+      "group": "Royal Portraiture",
+      "display_name": "John Singer Sargent — Gilded Age Authority",
+      "file": "styles/royal_portraiture/john_singer_sargent_society_portrait.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "1:1"
+      ],
+      "modes": [
+        "Standing Portrait",
+        "Salon Bust"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": false
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Sargent welded bravura strokes to photographic accuracy, staging sitters in theatrical light. This card channels his gilt blacks, brisk edgework, and psychological poise for fresh patrons.\n",
+      "artist": "John Singer Sargent",
+      "movement": "Gilded Age Portraiture",
+      "style_scope": "single-artist"
+    },
+    "jacques_louis_david_state_portrait": {
+      "id": "jacques_louis_david_state_portrait",
+      "group": "Royal Portraiture",
+      "display_name": "Jacques-Louis David — Revolutionary Statecraft",
+      "file": "styles/royal_portraiture/jacques_louis_david_state_portrait.md",
+      "ratios": [
+        "4:5",
+        "3:4",
+        "2:3"
+      ],
+      "modes": [
+        "State Allegory",
+        "Republican Bust"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Seat the ruler amid Roman fasces, classical columns, and codified hand gestures.",
+        "identity_priority": [
+          "gesture",
+          "symbol",
+          "lighting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "David framed Napoleon and revolutionary heroes with marble clarity, Roman props, and enamel paint. We retain his hard edges, civic symbolism, and neoclassical light while swearing-in new leaders.\n",
+      "artist": "Jacques-Louis David",
+      "movement": "Neoclassical State Portraiture",
+      "style_scope": "single-artist"
+    },
+    "hans_holbein_tudor_portrait": {
+      "id": "hans_holbein_tudor_portrait",
+      "group": "Royal Portraiture",
+      "display_name": "Hans Holbein — Tudor Court Exactitude",
+      "file": "styles/royal_portraiture/hans_holbein_tudor_portrait.md",
+      "ratios": [
+        "3:4",
+        "4:5",
+        "1:1"
+      ],
+      "modes": [
+        "Court Panel",
+        "Diplomatic Miniature"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": false
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Holbein mapped Henry VIII's court with razor drawing, translucent glazes, and heraldic symbolism. This card keeps his chalk precision and velvet blacks while updating the sitter roster.\n",
+      "artist": "Hans Holbein the Younger",
+      "movement": "Tudor Court Painting",
+      "style_scope": "single-artist"
+    },
+    "franz_winterhalter_court_portrait": {
+      "id": "franz_winterhalter_court_portrait",
+      "group": "Royal Portraiture",
+      "display_name": "Franz Xaver Winterhalter — Satin Spectacle",
+      "file": "styles/royal_portraiture/franz_winterhalter_court_portrait.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "5:4"
+      ],
+      "modes": [
+        "Ballroom Splendor",
+        "Intimate Salon"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Drape silks in cascading diagonals, letting tiaras and gloves trail toward the viewer.",
+        "identity_priority": [
+          "fabric",
+          "gesture",
+          "sparkle"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Winterhalter orchestrated court fashion into whirlwind satin, prismatic jewels, and airy brushstrokes. We echo his glamour lighting and sweeping trains while inviting contemporary monarchs. \n",
+      "artist": "Franz Xaver Winterhalter",
+      "movement": "19th-Century Court Portraiture",
+      "style_scope": "single-artist"
+    },
+    "elisabeth_vigee_le_brun_royal_portrait": {
+      "id": "elisabeth_vigee_le_brun_royal_portrait",
+      "group": "Royal Portraiture",
+      "display_name": "Élisabeth Vigée Le Brun — Rococo Grace",
+      "file": "styles/royal_portraiture/elisabeth_vigee_le_brun_royal_portrait.md",
+      "ratios": [
+        "3:4",
+        "4:5",
+        "1:1"
+      ],
+      "modes": [
+        "Salon Portrait",
+        "Maternal Allegory"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Seat queens or aristocrats amid silk drapery, with children or symbols nestled into soft diagonals.",
+        "identity_priority": [
+          "expression",
+          "fabric",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Vigée Le Brun painted queens with satin highlights, powdered grace, and maternal charisma. This card safeguards her pearly palette and lyrical poses while portraying new regimes.\n",
+      "artist": "Élisabeth Vigée Le Brun",
+      "movement": "Ancien Régime Portraiture",
+      "style_scope": "single-artist"
+    },
+    "diego_velazquez_court_portrait": {
+      "id": "diego_velazquez_court_portrait",
+      "group": "Royal Portraiture",
+      "display_name": "Diego Velázquez — Court of Shadows",
+      "file": "styles/royal_portraiture/diego_velazquez_court_portrait.md",
+      "ratios": [
+        "4:5",
+        "3:4",
+        "2:3"
+      ],
+      "modes": [
+        "Royal Studio",
+        "Equestrian State"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 6,
+        "layout_hint": "Stage the Infanta with attendants and studio mirrors, keeping luminous grays and loose impasto.",
+        "identity_priority": [
+          "gesture",
+          "tonality",
+          "court-rank"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Velázquez dissolved Habsburg formality into silvery brushwork, optical realism, and psychological space. This card maintains his soft edges and atmospheric browns while reimagining the court entourage.\n",
+      "artist": "Diego Velázquez",
+      "movement": "Spanish Golden Age",
+      "style_scope": "single-artist"
+    },
+    "anthony_van_dyck_court_portrait": {
+      "id": "anthony_van_dyck_court_portrait",
+      "group": "Royal Portraiture",
+      "display_name": "Anthony van Dyck — Cavalier Elegance",
+      "file": "styles/royal_portraiture/anthony_van_dyck_court_portrait.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "1:1"
+      ],
+      "modes": [
+        "State Procession",
+        "Studio Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Let the sovereign lean into velvet drapery while pages or hunting teens pivot around.",
+        "identity_priority": [
+          "gesture",
+          "sash",
+          "lighting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Van Dyck draped Charles I in satin diagonals, silver daylight, and aristocratic languor. We preserve his silvery flesh, fluttering ribbons, and swaggering poses while coronating new dynasties.\n",
+      "artist": "Anthony van Dyck",
+      "movement": "Baroque Court Portraiture",
+      "style_scope": "single-artist"
+    },
+    "steve_ditko_psych_mystery": {
+      "id": "steve_ditko_psych_mystery",
+      "group": "Silver Age Comics",
+      "display_name": "Steve Ditko — Psych-Mystic Cover",
+      "file": "styles/silver_age_comics/steve_ditko_psych_mystery.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Mystic Duel",
+        "Mindscape Spiral"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Float cloaked heroes amid surreal geometry, anchoring a portal or villain at center.",
+        "identity_priority": [
+          "gesture",
+          "negative-space",
+          "design"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Steve Ditko warped perspective into mystic portals, split screens, and paranoid figurework. We keep his nervous line, spiral vistas, and asymmetric compositions while conjuring new villains.\n",
+      "artist": "Steve Ditko",
+      "movement": "Strange Tales Psychedelia",
+      "style_scope": "single-artist"
+    },
+    "neal_adams_realism_cover": {
+      "id": "neal_adams_realism_cover",
+      "group": "Silver Age Comics",
+      "display_name": "Neal Adams — Realist Shock Cover",
+      "file": "styles/silver_age_comics/neal_adams_realism_cover.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Crisis Moment",
+        "Team Spotlight"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Stack dramatic foreshortening with spotlight gradients and typographic shock boxes.",
+        "identity_priority": [
+          "gesture",
+          "lighting",
+          "drama"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Neal Adams fused anatomical realism, spotlights, and shock headlines to jolt the spinner rack. This card keeps his dramatic poses and social commentary energy while unveiling new superhero crises.\n",
+      "artist": "Neal Adams",
+      "movement": "Late Silver Age Realism",
+      "style_scope": "single-artist"
+    },
+    "john_romita_sr_spider_city": {
+      "id": "john_romita_sr_spider_city",
+      "group": "Silver Age Comics",
+      "display_name": "John Romita Sr. — Romantic City Swing",
+      "file": "styles/silver_age_comics/john_romita_sr_spider_city.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Hero Cover",
+        "Romantic Drama"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Balance Spidey web arcs with soap-opera closeups in the corner box zone.",
+        "identity_priority": [
+          "gesture",
+          "expression",
+          "city-grid"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "John Romita Sr. blended crisp superhero heroics with soap-opera glamour and Mid-Century New York signage. This card maintains his clean inks, spotlight lighting, and romantic tension while inventing fresh crises.\n",
+      "artist": "John Romita Sr.",
+      "movement": "Marvel Silver Age",
+      "style_scope": "single-artist"
+    },
+    "jim_steranko_op_art_cover": {
+      "id": "jim_steranko_op_art_cover",
+      "group": "Silver Age Comics",
+      "display_name": "Jim Steranko — Op-Art Espionage",
+      "file": "styles/silver_age_comics/jim_steranko_op_art_cover.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Op-Art Burst",
+        "Spy Montage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Fuse silhouetted agents with psychedelic typography and graphic geometry.",
+        "identity_priority": [
+          "design",
+          "gesture",
+          "color-blocking"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jim Steranko injected pop-art stripes, psychedelic gradients, and Bond gadgetry into Marvel espionage.  We honor his graphic bravado while inventing new missions and villains.\n",
+      "artist": "Jim Steranko",
+      "movement": "Marvel Psychedelic Espionage",
+      "style_scope": "single-artist"
+    },
+    "jack_kirby_cosmic_cover": {
+      "id": "jack_kirby_cosmic_cover",
+      "group": "Silver Age Comics",
+      "display_name": "Jack Kirby — Cosmic Power Burst",
+      "file": "styles/silver_age_comics/jack_kirby_cosmic_cover.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Solo Hero",
+        "Team Smash"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Explode heroes across diagonal Kirby krackle with foreshortened fists out front.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "energy"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jack Kirby detonated cosmic hands, crackling energy, and fist-first foreshortening across every cover. We keep his power bursts, blocky anatomy, and ben-day punch while scripting new epics.\n",
+      "artist": "Jack Kirby",
+      "movement": "Marvel Silver Age",
+      "style_scope": "single-artist"
+    },
+    "gene_colan_motion_blur": {
+      "id": "gene_colan_motion_blur",
+      "group": "Silver Age Comics",
+      "display_name": "Gene Colan — Cinematic Motion",
+      "file": "styles/silver_age_comics/gene_colan_motion_blur.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Dynamic Chase",
+        "Moody Spotlight"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Tilt the horizon and let speed lines ribbon around the lead figure.",
+        "identity_priority": [
+          "gesture",
+          "lighting",
+          "motion"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Gene Colan smeared speed across noir lighting, cinematic angles, and foggy brushwork. This card preserves his blurred motion, chiaroscuro panels, and expressive inking for new cliffhangers.\n",
+      "artist": "Gene Colan",
+      "movement": "Marvel Silver Age",
+      "style_scope": "single-artist"
+    },
+    "wes_wilson_psychedelic_lettering": {
+      "id": "wes_wilson_psychedelic_lettering",
+      "group": "Psychedelic Art",
+      "display_name": "Wes Wilson — Psychedelic Lettering Revolution",
+      "file": "styles/psychedelic_art/wes_wilson_psychedelic_lettering.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Concert Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Wes Wilson turned typography into liquid architecture—letterforms bulging until the message hid inside the color. His posters pulse with anti-establishment swagger. We honour that molten lettering while inventing new political slogans and ballroom dates.\n",
+      "artist": "Wes Wilson",
+      "movement": "Psychedelic Letterform Revolution",
+      "style_scope": "single-artist"
+    },
+    "victor_moscoso_psychedelic_poster": {
+      "id": "victor_moscoso_psychedelic_poster",
+      "group": "Psychedelic Art",
+      "display_name": "Victor Moscoso — Electric Psychedelic Poster",
+      "file": "styles/psychedelic_art/victor_moscoso_psychedelic_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Concert Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Victor Moscoso bent fluorescent inks into vibrating color chords—faces dissolving into electric gradients, hand-lettered mazes, and halftone dots blown up huge. We protect that 1966–71 ballroom energy while inventing fresh gigs and mind-bending palettes.\n",
+      "artist": "Victor Moscoso",
+      "movement": "San Francisco Psychedelic Poster Art",
+      "style_scope": "single-artist"
+    },
+    "peter_max_cosmic_pop": {
+      "id": "peter_max_cosmic_pop",
+      "group": "Psychedelic Art",
+      "display_name": "Peter Max — Cosmic Pop Psychedelia",
+      "file": "styles/psychedelic_art/peter_max_cosmic_pop.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Poster Art"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Peter Max flooded the zeitgeist with day-glo cosmos—silhouettes orbiting pop-art planets, rainbow gradients, and cosmic lovers. We capture that optimistic psychedelia while plotting new astral travelers and peace-age slogans.\n",
+      "artist": "Peter Max",
+      "movement": "Cosmic Pop Psychedelia",
+      "style_scope": "single-artist"
+    },
+    "mouse_kelley_psychedelic_collage": {
+      "id": "mouse_kelley_psychedelic_collage",
+      "group": "Psychedelic Art",
+      "display_name": "Mouse & Kelley — Psychedelic Collage Poster",
+      "file": "styles/psychedelic_art/mouse_kelley_psychedelic_collage.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Concert Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Stanley Mouse and Alton Kelley fused Art Nouveau loops, spiritual iconography, and photographic collage into the Family Dog poster house style. We keep their hand-cut lettering and sinuous borders while celebrating brand-new ballrooms and headliners.\n",
+      "artist": "Stanley Mouse & Alton Kelley",
+      "movement": "Mouse & Kelley Psychedelic Collage",
+      "style_scope": "single-artist"
+    },
+    "bonnie_maclean_psychedelic_type": {
+      "id": "bonnie_maclean_psychedelic_type",
+      "group": "Psychedelic Art",
+      "display_name": "Bonnie MacLean — Fillmore Poster Flourish",
+      "file": "styles/psychedelic_art/bonnie_maclean_psychedelic_type.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Concert Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Bonnie MacLean orchestrated rococo lettering, mythic figures, and jewel tones for the Fillmore marquees when Wes Wilson left. Her posters feel like stained glass set to acid rock. We extend that flow with new lineups, peacocks, and palette pairings.\n",
+      "artist": "Bonnie MacLean",
+      "movement": "Fillmore Poster Psychedelia",
+      "style_scope": "single-artist"
+    },
+    "soviet_constructivism_agitprop": {
+      "id": "soviet_constructivism_agitprop",
+      "group": "Propaganda Art",
+      "display_name": "Soviet Constructivism — Revolutionary Agitprop",
+      "file": "styles/propaganda_art/soviet_constructivism_agitprop.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Agitprop Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Constructivists sliced photo fragments and red wedges into megaphones for the revolution. Bold diagonals, sans-serif slogans, and offset litho grain turned industry into message. We channel that 1920s shock while speaking to new causes without reviving state emblems.\n",
+      "artist": "Constructivist Collective",
+      "movement": "Soviet Constructivist Propaganda",
+      "style_scope": "movement"
+    },
+    "chinese_cultural_revolution_poster": {
+      "id": "chinese_cultural_revolution_poster",
+      "group": "Propaganda Art",
+      "display_name": "Chinese Cultural Revolution — Revolutionary Poster",
+      "file": "styles/propaganda_art/chinese_cultural_revolution_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Revolutionary Mobilization"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Cultural Revolution posters glow with socialist realism: sunlit reds, smiling masses, and heroic Maoist iconography. Brush-drawn figures were then printed in huge runs. We echo that fervor while crafting new allegories free of actual party slogans.\n",
+      "artist": "Chinese Propaganda Studios",
+      "movement": "Chinese Cultural Revolution Propaganda",
+      "style_scope": "movement"
+    },
+    "bauhaus_universal_poster": {
+      "id": "bauhaus_universal_poster",
+      "group": "Propaganda Art",
+      "display_name": "Bauhaus — Universal Graphic Poster",
+      "file": "styles/propaganda_art/bauhaus_universal_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Educational Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Bauhaus designers stripped posters to pure function: grid systems, primary colors, modular type, and sans-serif clarity. They treated communication as an assembly line. We honor that rational elegance while drafting new lessons and wayfinding systems.\n",
+      "artist": "Bauhaus Student Workshops",
+      "movement": "Bauhaus Graphic Design",
+      "style_scope": "movement"
+    },
+    "art_deco_progress_poster": {
+      "id": "art_deco_progress_poster",
+      "group": "Propaganda Art",
+      "display_name": "Art Deco — Modern Progress Propaganda",
+      "file": "styles/propaganda_art/art_deco_progress_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Corporate Progress Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Art Deco propaganda sold modernity—streamlined locomotives, skyscrapers, sunburst typography. Airbrush gradients met strict geometry, promising glamour and speed. We revive that optimism responsibly, inventing future-facing messages and icon sets.\n",
+      "artist": "Art Deco Poster Studios",
+      "movement": "Art Deco Corporate Propaganda",
+      "style_scope": "movement"
+    },
+    "american_wpa_progress_poster": {
+      "id": "american_wpa_progress_poster",
+      "group": "Propaganda Art",
+      "display_name": "American WPA — New Deal Progress Poster",
+      "file": "styles/propaganda_art/american_wpa_progress_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Public Service Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "WPA artists married simplified realism, human warmth, and bold typography to sell literacy, parks, and public health. Silkscreen flats, hand-cut stencils, and friendly palettes felt optimistic. We keep that civic lift while inventing new community campaigns.\n",
+      "artist": "Works Progress Administration Workshops",
+      "movement": "WPA Public Service Poster",
+      "style_scope": "movement"
+    },
+    "tom_jung_storyboard_collage": {
+      "id": "tom_jung_storyboard_collage",
+      "group": "Movie Posters",
+      "display_name": "Tom Jung — Storyboard Collage",
+      "file": "styles/movie_posters/tom_jung_storyboard_collage.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Storyboard Collage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 7,
+        "layout_hint": "Central protagonists framed by storyboard vignettes and angled banners around the 2:3 spine.",
+        "identity_priority": [
+          "narrative",
+          "gesture",
+          "composition"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Tom Jung arranged film narratives like painted storyboards-heroic central figures framed by angled vignettes and scrollwork type. MuseoMorph honors his collage grammar while scripting new adventures.\n",
+      "artist": "Tom Jung",
+      "movement": "Storyboard Collage Illustration",
+      "style_scope": "single-artist"
+    },
+    "saul_bass_graphic_motion_poster": {
+      "id": "saul_bass_graphic_motion_poster",
+      "group": "Movie Posters",
+      "display_name": "Saul Bass — Graphic Motion Poster",
+      "file": "styles/movie_posters/saul_bass_graphic_motion_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Graphic Signal"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "One dominant symbol or silhouette anchors the poster; supporting figures remain secondary glyphs.",
+        "identity_priority": [
+          "symbol",
+          "gesture",
+          "typography"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Saul Bass distilled entire films into jagged silhouettes, concentric motion, and stark typography. This card keeps the 1950s-70s graphic modernism intact while inventing new iconography instead of recycling studio marks.\n",
+      "artist": "Saul Bass",
+      "movement": "Mid-Century Graphic Modernism",
+      "style_scope": "single-artist"
+    },
+    "robert_mcginnis_gouache_spy_poster": {
+      "id": "robert_mcginnis_gouache_spy_poster",
+      "group": "Movie Posters",
+      "display_name": "Robert McGinnis — Gouache Spy Glamour",
+      "file": "styles/movie_posters/robert_mcginnis_gouache_spy_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Spy Thriller Montage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Hero male 40-50% height, flanked by impossibly tall women and narrative vignettes on white field.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "gouache-texture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "McGinnis sold spy thrillers with gouache heroics-razor silhouettes, towering femme fatales, and jewel-toned couture floating against immaculate white. This card revives his 1960s-80s mixed-media workflow for contemporary posters.\n",
+      "artist": "Robert McGinnis",
+      "movement": "Mid-Century Gouache",
+      "style_scope": "single-artist"
+    },
+    "richard_amsel_illustrated_montage": {
+      "id": "richard_amsel_illustrated_montage",
+      "group": "Movie Posters",
+      "display_name": "Richard Amsel — Illustrated Montage",
+      "file": "styles/movie_posters/richard_amsel_illustrated_montage.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Painterly Montage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 6,
+        "layout_hint": "Hero portrait dominates upper third; supporting cast orbit in painterly bands around typographic center.",
+        "identity_priority": [
+          "portrait",
+          "color-glow",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Richard Amsel blended gouache, acrylic, and colored pencil into luminous portrait montages for cinema and television. MuseoMorph preserves his velvety painting and incandescent color halos while inventing fresh narratives.\n",
+      "artist": "Richard Amsel",
+      "movement": "Painterly Montage Illustration",
+      "style_scope": "single-artist"
+    },
+    "reynold_brown_realist_thriller": {
+      "id": "reynold_brown_realist_thriller",
+      "group": "Movie Posters",
+      "display_name": "Reynold Brown — Realist Thriller",
+      "file": "styles/movie_posters/reynold_brown_realist_thriller.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Disaster Spectacle",
+        "Creature Panic"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Heroic victims foreground, looming threat upper half, panic crowd bands along the base.",
+        "identity_priority": [
+          "gesture",
+          "threat",
+          "dramatic-lighting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Reynold Brown brought realist oil technique to 1950s-60s exploitation posters-screaming crowds, tilted horizons, and colossal threats. This card keeps his cinematic draftsmanship while inventing new spectacle scenarios.\n",
+      "artist": "Reynold Brown",
+      "movement": "Dramatic Realist One-Sheet",
+      "style_scope": "single-artist"
+    },
+    "philip_gips_minimalist_concept": {
+      "id": "philip_gips_minimalist_concept",
+      "group": "Movie Posters",
+      "display_name": "Philip Gips — Minimalist Concept",
+      "file": "styles/movie_posters/philip_gips_minimalist_concept.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Minimal Concept"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": false
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Philip Gips pared film promotion to a single conceptual photograph or silhouette set against vast negative space. We keep that restrained minimalism while inventing fresh metaphors and typography.\n",
+      "artist": "Philip Gips",
+      "movement": "Minimalist Conceptual One-Sheet",
+      "style_scope": "single-artist"
+    },
+    "john_alvin_cinematic_glow_poster": {
+      "id": "john_alvin_cinematic_glow_poster",
+      "group": "Movie Posters",
+      "display_name": "John Alvin — Cinematic Glow",
+      "file": "styles/movie_posters/john_alvin_cinematic_glow_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Atmospheric Glow"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Central figure or symbol rises from a luminous mist; supporting silhouettes fade into the gradient.",
+        "identity_priority": [
+          "silhouette",
+          "light",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "John Alvin stacked airbrushed gradients, soft rim light, and cinematic silhouettes to promise wonder in the lobby. We sustain his ethereal glow and theatrical atmosphere without borrowing franchise logos or actor likenesses.\n",
+      "artist": "John Alvin",
+      "movement": "Atmospheric Glow One-Sheet",
+      "style_scope": "single-artist"
+    },
+    "hans_hillmann_modernist_collage": {
+      "id": "hans_hillmann_modernist_collage",
+      "group": "Movie Posters",
+      "display_name": "Hans Hillmann — Modernist Collage",
+      "file": "styles/movie_posters/hans_hillmann_modernist_collage.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Graphic Collage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Photographic cut-outs, type blocks, and color fields balance in asymmetric 2:3 grids.",
+        "identity_priority": [
+          "concept",
+          "collage",
+          "typography"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Hans Hillmann merged photo collage, hand lettering, and color blocking for Germany's postwar cinema posters. We sustain that modernist tension while designing wholly new film concepts.\n",
+      "artist": "Hans Hillmann",
+      "movement": "European Modernist Poster",
+      "style_scope": "single-artist"
+    },
+    "frank_mccarthy_action_panorama": {
+      "id": "frank_mccarthy_action_panorama",
+      "group": "Movie Posters",
+      "display_name": "Frank McCarthy — Action Panorama",
+      "file": "styles/movie_posters/frank_mccarthy_action_panorama.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Action Charge"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 8,
+        "layout_hint": "Kinetic diagonal cavalry or commandos sweep upward; smoke and debris trail along the base.",
+        "identity_priority": [
+          "motion",
+          "gesture",
+          "atmosphere"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Frank McCarthy froze cavalry charges and spy chases mid-surge, layering oil splashes, flying debris, and motion blur. We retain his dynamic diagonals and saturated battle lighting for new adventures.\n",
+      "artist": "Frank McCarthy",
+      "movement": "Action Panorama Illustration",
+      "style_scope": "single-artist"
+    },
+    "drew_struzan_cinematic_poster": {
+      "id": "drew_struzan_cinematic_poster",
+      "group": "Movie Posters",
+      "display_name": "Drew Struzan — Cinematic Montage",
+      "file": "styles/movie_posters/drew_struzan_cinematic_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Heroic Montage"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 7,
+        "layout_hint": "Triangular montage: lead portrait top center, supporting cast flanking, action vignette anchoring lower third.",
+        "identity_priority": [
+          "portrait",
+          "gesture",
+          "warm-atmosphere"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Drew Struzan airbrushed luminous gradients over gesso tooth, stacked cast portraits into triangular montages, and finished with colored pencil sparkles. This card revives that 1980s-2000s mixed-media workflow for cinematic posters.\n",
+      "artist": "Drew Struzan",
+      "movement": "Cinematic Montage",
+      "style_scope": "single-artist"
+    },
+    "bill_gold_conceptual_campaign": {
+      "id": "bill_gold_conceptual_campaign",
+      "group": "Movie Posters",
+      "display_name": "Bill Gold — Conceptual Campaign",
+      "file": "styles/movie_posters/bill_gold_conceptual_campaign.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Conceptual One-Sheet"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "One high-concept image or figure anchors the sheet; supporting motifs sit in modular tiles.",
+        "identity_priority": [
+          "concept",
+          "typography",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Bill Gold orchestrated some of Hollywood's smartest poster campaigns, pairing high-concept imagery with modular type systems. This card preserves his editorial clarity while keeping brand-new narratives.\n",
+      "artist": "Bill Gold",
+      "movement": "Conceptual Campaign Design",
+      "style_scope": "single-artist"
+    },
+    "al_hirschfeld_linear_calligraphic_poster": {
+      "id": "al_hirschfeld_linear_calligraphic_poster",
+      "group": "Movie Posters",
+      "display_name": "Al Hirschfeld — Linear Calligraphic Poster",
+      "file": "styles/movie_posters/al_hirschfeld_linear_calligraphic_poster.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Ink Contour Poster"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "One dominant gesture occupies 40-60% frame; supporting players appear as linear cameos.",
+        "identity_priority": [
+          "gesture",
+          "silhouette",
+          "stylistic-outline"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Hirschfeld captured Broadway and Hollywood personalities with continuous contour lines and strategic black fills. This card reproduces his ink-on-board theatrical posters: confident calligraphic strokes, minimal backgrounds, and poster-ready typography.\n",
+      "artist": "Al Hirschfeld",
+      "movement": "Golden Age Illustration",
+      "style_scope": "single-artist"
+    },
+    "vga_lucasarts_adventure": {
+      "id": "vga_lucasarts_adventure",
+      "group": "Pixel Art",
+      "display_name": "VGA Pixel Art — LucasArts Adventure",
+      "file": "styles/pixel_art/vga_lucasarts_adventure.md",
+      "ratios": [
+        "320:200"
+      ],
+      "modes": [
+        "Adventure game scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "LucasArts adventure rooms breathe with 320×200 VGA pixels, checkerboard dithering, and verb menus. We keep the SCUMM-era constraints while crafting new point-and-click locales, props, and inventory puzzles.\n",
+      "artist": "LucasArts SCUMM Artists",
+      "movement": "VGA Adventure Pixel Art",
+      "style_scope": "movement"
+    },
+    "snes_16bit_jrpg_pixel": {
+      "id": "snes_16bit_jrpg_pixel",
+      "group": "Pixel Art",
+      "display_name": "SNES Pixel Art — 16-Bit JRPG Portraits",
+      "file": "styles/pixel_art/snes_16bit_jrpg_pixel.md",
+      "ratios": [
+        "256:224"
+      ],
+      "modes": [
+        "RPG character portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "SNES JRPG sprites joined 32,768-color palettes with anime expressions and Mode 7 backdrops. We keep the 256×224 canvas, 15-color sub-palettes, and gradient dithering while summoning new party members.\n",
+      "artist": "SNES Pixel Studios",
+      "movement": "SNES JRPG Pixel Art",
+      "style_scope": "movement"
+    },
+    "nes_8bit_sprite_256x240": {
+      "id": "nes_8bit_sprite_256x240",
+      "group": "Pixel Art",
+      "display_name": "NES Pixel Art — 8-Bit Sprites",
+      "file": "styles/pixel_art/nes_8bit_sprite_256x240.md",
+      "ratios": [
+        "256:240"
+      ],
+      "modes": [
+        "Game sprite"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "NES artists mapped heroes onto 8×8 tiles, three-color palettes, and flickering scanlines. We lock to that 1983–1994 hardware—attribute tables, sprite budgets—and dream up new mascots ready for a CRT.\n",
+      "artist": "NES PPU Developers",
+      "movement": "NES 8-bit Pixel Art",
+      "style_scope": "movement"
+    },
+    "isometric_pixel_rpg_tactical": {
+      "id": "isometric_pixel_rpg_tactical",
+      "group": "Pixel Art",
+      "display_name": "Isometric Pixel Art — Tactical RPG",
+      "file": "styles/pixel_art/isometric_pixel_rpg_tactical.md",
+      "ratios": [
+        "2:1",
+        "16:9"
+      ],
+      "modes": [
+        "Tactical RPG unit sheet"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Isometric SRPGs balance 2:1 diamonds, elevation shading, and sprite readability. We keep the tile math, height ramps, and UI gutters while designing new squads, abilities, and battlefields.\n",
+      "artist": "Isometric RPG Studios",
+      "movement": "Isometric Tactical Pixel Art",
+      "style_scope": "movement"
+    },
+    "hd2d_octopath_style": {
+      "id": "hd2d_octopath_style",
+      "group": "Pixel Art",
+      "display_name": "HD-2D Pixel Art — Octopath Traveler",
+      "file": "styles/pixel_art/hd2d_octopath_style.md",
+      "ratios": [
+        "16:9"
+      ],
+      "modes": [
+        "HD-2D portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "HD-2D fuses 16-bit sprites with Unreal Engine lighting—tilt-shift villages, volumetric rays, and high-resolution textures. We honor that fusion while inventing new travelers, summons, and vignette stages.\n",
+      "artist": "HD-2D Art Teams",
+      "movement": "Hybrid HD-2D Pixel Art",
+      "style_scope": "movement"
+    },
+    "cps1_arcade_fighter_sprite": {
+      "id": "cps1_arcade_fighter_sprite",
+      "group": "Pixel Art",
+      "display_name": "Arcade Pixel Art — CPS-1 Fighters",
+      "file": "styles/pixel_art/cps1_arcade_fighter_sprite.md",
+      "ratios": [
+        "384:224"
+      ],
+      "modes": [
+        "Fighter select portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Arcade fighters were assembled from 16×16 tiles, palette patches, and 60 fps animation on CPS-1 boards. We preserve that ROM-budget discipline—move lists, foreshortened kicks—while debuting new combatants and stages.\n",
+      "artist": "Capcom CPS-1 Pixel Teams",
+      "movement": "Arcade CPS-1 Pixel Art",
+      "style_scope": "movement"
+    },
+    "todd_mcfarlane_cape_dynamics": {
+      "id": "todd_mcfarlane_cape_dynamics",
+      "group": "Modern Age Comics",
+      "display_name": "Todd McFarlane — Cape Dynamics & Chaos",
+      "file": "styles/modern_age_comics/todd_mcfarlane_cape_dynamics.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Supernatural Anti-Hero"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Todd McFarlane’s capes writhe like living smoke, with ink spatters and 200 strands flinging across the frame. We keep that chaotic silhouette, exaggerated anatomy, and grungy textures while inventing new anti-heroes and void-drenched skylines.\n",
+      "artist": "Todd McFarlane",
+      "movement": "Supernatural Anti-Hero Illustration",
+      "style_scope": "single-artist"
+    },
+    "russell_dauterman_crystal_splash": {
+      "id": "russell_dauterman_crystal_splash",
+      "group": "Modern Age Comics",
+      "display_name": "Russell Dauterman — Crystal Splash Variants",
+      "file": "styles/modern_age_comics/russell_dauterman_crystal_splash.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Variant Splash"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Russell Dauterman goes maximal—prismatic armor, swirling ribbons, and dual-color rim lights. Every cover feels like a deluxe trading card. We keep the high-gloss spectacle while inventing fresh costumes, magic effects, and fashion-forward hero poses.\n",
+      "artist": "Russell Dauterman",
+      "movement": "Modern Variant Cover Illustration",
+      "style_scope": "single-artist"
+    },
+    "rob_liefeld_pouch_power": {
+      "id": "rob_liefeld_pouch_power",
+      "group": "Modern Age Comics",
+      "display_name": "Rob Liefeld — Pouch Power & Impact",
+      "file": "styles/modern_age_comics/rob_liefeld_pouch_power.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Extreme Team Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rob Liefeld amps everything to eleven—shoulder pads, pouches, foreshortened weapons, and teeth-gritted energy. We lean into that kinetic 90s bombast while crafting original squads, weapons, and cover copy riffs.\n",
+      "artist": "Rob Liefeld",
+      "movement": "Extreme 1990s Superhero Aesthetic",
+      "style_scope": "single-artist"
+    },
+    "peach_momoko_folklore_fusion": {
+      "id": "peach_momoko_folklore_fusion",
+      "group": "Modern Age Comics",
+      "display_name": "Peach Momoko — Folklore Watercolor Fusion",
+      "file": "styles/modern_age_comics/peach_momoko_folklore_fusion.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Folklore Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Peach Momoko blends ukiyo-e, watercolor blooms, and modern character design into dreamy variant covers. Ink dissolves into skin, flowers, and spectral dragons. We continue that folkloric fusion with new myths and costume motifs.\n",
+      "artist": "Peach Momoko",
+      "movement": "Avant-Garde Watercolor Superheroes",
+      "style_scope": "single-artist"
+    },
+    "olivier_coipel_barokinetic": {
+      "id": "olivier_coipel_barokinetic",
+      "group": "Modern Age Comics",
+      "display_name": "Olivier Coipel — Barokinetic Superheroes",
+      "file": "styles/modern_age_comics/olivier_coipel_barokinetic.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Gestural Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Olivier Coipel mixes French bande dessinée grace with superhero muscle—twisting torsos, ribboned capes, and luminous digital colors. We channel that balletic energy with new gods, layouts, and lens-flares.\n",
+      "artist": "Olivier Coipel",
+      "movement": "Baroque-influenced Modern Superheroes",
+      "style_scope": "single-artist"
+    },
+    "mike_mignola_gothic_shadow": {
+      "id": "mike_mignola_gothic_shadow",
+      "group": "Modern Age Comics",
+      "display_name": "Mike Mignola — Gothic Shadow Blocks",
+      "file": "styles/modern_age_comics/mike_mignola_gothic_shadow.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Gothic Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Mike Mignola reduces worlds to black slabs, blood-red highlights, and knotted folklore icons. His covers are like woodcuts lit by a single match. We echo that stark drama with new cryptids, artifacts, and negative-space storytelling.\n",
+      "artist": "Mike Mignola",
+      "movement": "Gothic Supernatural Illustration",
+      "style_scope": "single-artist"
+    },
+    "marc_silvestri_elegant_energy": {
+      "id": "marc_silvestri_elegant_energy",
+      "group": "Modern Age Comics",
+      "display_name": "Marc Silvestri — Elegant Energy",
+      "file": "styles/modern_age_comics/marc_silvestri_elegant_energy.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Dynamic Ensemble"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Marc Silvestri floods the page with wiry anatomy, diagonal compositions, and rapier-thin brushwork. The energy feels balletic yet savage. We echo that style with new team rosters, signature weapons, and kinetic lighting.\n",
+      "artist": "Marc Silvestri",
+      "movement": "Dynamic Line Superhero Illustration",
+      "style_scope": "single-artist"
+    },
+    "jorge_jimenez_kinetic_manga": {
+      "id": "jorge_jimenez_kinetic_manga",
+      "group": "Modern Age Comics",
+      "display_name": "Jorge Jiménez — Kinetic Manga-Fusion",
+      "file": "styles/modern_age_comics/jorge_jimenez_kinetic_manga.md",
+      "ratios": [
+        "2:3",
+        "16:9"
+      ],
+      "modes": [
+        "Kinetic Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jorge Jiménez fuses shōnen dynamism with DC boldness—speed lines, glints of neon, and emotion cranked past eleven. We mirror that adrenaline while coining new characters, speed trails, and manga-inspired lighting.\n",
+      "artist": "Jorge Jiménez",
+      "movement": "Manga-Infused Superhero Illustration",
+      "style_scope": "single-artist"
+    },
+    "jim_lee_crosshatch_superhero": {
+      "id": "jim_lee_crosshatch_superhero",
+      "group": "Modern Age Comics",
+      "display_name": "Jim Lee — Crosshatch Superhero Precision",
+      "file": "styles/modern_age_comics/jim_lee_crosshatch_superhero.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Superhero Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jim Lee’s 1990s covers defined the Modern Age—razor crosshatching, 8.5-head heroics, and anatomy dialed past believable. We preserve that technical bravado while designing totally new costuming, emblems, and city skylines.\n",
+      "artist": "Jim Lee",
+      "movement": "Modern Age Superhero Illustration",
+      "style_scope": "single-artist"
+    },
+    "declan_shalvey_graphic_noir": {
+      "id": "declan_shalvey_graphic_noir",
+      "group": "Modern Age Comics",
+      "display_name": "Declan Shalvey — Graphic Noir Minimalism",
+      "file": "styles/modern_age_comics/declan_shalvey_graphic_noir.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Minimalist Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Declan Shalvey carves silhouettes out of velvety blacks and stark whites, sometimes letting a splash of neon slice through. We keep that minimalist noir approach while introducing new vigilantes, architectural grids, and symbolic props.\n",
+      "artist": "Declan Shalvey",
+      "movement": "Graphic Noir Superhero Illustration",
+      "style_scope": "single-artist"
+    },
+    "arthur_adams_detail_deluge": {
+      "id": "arthur_adams_detail_deluge",
+      "group": "Modern Age Comics",
+      "display_name": "Arthur Adams — Detail Deluge",
+      "file": "styles/modern_age_comics/arthur_adams_detail_deluge.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Detailed Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Arthur Adams renders a thousand buckles, tentacles, and expression lines per inch. His 1980s-to-present covers teem with kaiju, tech, and charm. We honor that obsessive detail while crafting new monster brawls and gadget-laden heroes.\n",
+      "artist": "Arthur Adams",
+      "movement": "Hyper-Detailed Superhero Illustration",
+      "style_scope": "single-artist"
+    },
+    "alex_ross_painterly_realism": {
+      "id": "alex_ross_painterly_realism",
+      "group": "Modern Age Comics",
+      "display_name": "Alex Ross — Painterly Superhero Realism",
+      "file": "styles/modern_age_comics/alex_ross_painterly_realism.md",
+      "ratios": [
+        "2:3",
+        "16:9",
+        "3:4"
+      ],
+      "modes": [
+        "Photorealistic Painting",
+        "Cinematic Widescreen"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Alex Ross treats superheroes like Renaissance apostles—gouache over pencil, charcoal underdrawings, and theatre lighting spotlighting every fold. We retain that reverent realism while creating brand-new icons and allegorical staging.\n",
+      "artist": "Alex Ross",
+      "movement": "Photorealistic Superhero Painting",
+      "style_scope": "single-artist"
+    },
+    "romanesque_manuscript_illumination": {
+      "id": "romanesque_manuscript_illumination",
+      "group": "Medieval Illumination",
+      "display_name": "Romanesque Manuscript Illumination — Architectural Narrative",
+      "file": "styles/medieval_illumination/romanesque_manuscript_illumination.md",
+      "ratios": [
+        "3:4",
+        "1:1",
+        "5:4"
+      ],
+      "modes": [
+        "Historiated Initial",
+        "Narrative Panel"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Stack scenes like bayed architecture with saints or prophets tiered under arcades.",
+        "identity_priority": [
+          "geometry",
+          "gesture",
+          "palette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Romanesque monks engineered narrative walls of color and pattern, turning every initial into a miniature cloister. We preserve their masonry geometry and palette of mineral reds, lapis, and verdigris while scripting new visions.\n",
+      "artist": "Romanesque Workshops",
+      "movement": "Romanesque Monastic Scriptoria",
+      "style_scope": "movement"
+    },
+    "ottonian_manuscript_illumination": {
+      "id": "ottonian_manuscript_illumination",
+      "group": "Medieval Illumination",
+      "display_name": "Ottonian Manuscript Illumination — Imperial Gospel Gold",
+      "file": "styles/medieval_illumination/ottonian_manuscript_illumination.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "1:1"
+      ],
+      "modes": [
+        "Gospel Opening",
+        "Imperial Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Center the enthroned figure and flank with imperial patrons or evangelists inside arcaded gold.",
+        "identity_priority": [
+          "hieratic-scale",
+          "gesture",
+          "insignia"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Ottonian illuminators fused Carolingian classicism with Byzantine gold, suspending emperors and evangelists inside jeweled arcades. This card enforces their burnished grounds, cloisonné color blocking, and architectural framing while inventing new devotions.\n",
+      "artist": "Ottonian Imperial Workshops",
+      "movement": "Ottonian Court Scriptorium",
+      "style_scope": "movement"
+    },
+    "insular_manuscript_illumination": {
+      "id": "insular_manuscript_illumination",
+      "group": "Medieval Illumination",
+      "display_name": "Insular Manuscript Illumination — Interlace Cosmos",
+      "file": "styles/medieval_illumination/insular_manuscript_illumination.md",
+      "ratios": [
+        "1:1",
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Carpet Page",
+        "Evangelist Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Fuse zoomorphic knots with figure medallions, keeping spirals and step patterns interlocked.",
+        "identity_priority": [
+          "interlace",
+          "symbol",
+          "hierarchy"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Insular scribes braided zoomorphic knots, spiral mazes, and jeweled letters into cosmic carpets. This card keeps the breath-line penwork and tempered dyes while choreographing new gospel abstractions.\n",
+      "artist": "Insular Monastic Schools",
+      "movement": "Insular Hiberno-Saxon",
+      "style_scope": "movement"
+    },
+    "gothic_manuscript_illumination": {
+      "id": "gothic_manuscript_illumination",
+      "group": "Medieval Illumination",
+      "display_name": "Gothic Manuscript Illumination — Courtly Light",
+      "file": "styles/medieval_illumination/gothic_manuscript_illumination.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "4:5"
+      ],
+      "modes": [
+        "Calendar Folio",
+        "Courtly Devotion"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Arcade the margins with floral gilding and populate interiors with elegant courtiers.",
+        "identity_priority": [
+          "gesture",
+          "fabric",
+          "gilding"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "International Gothic illuminators bathed aristocrats in rose madder, ultramarine, and punched gold halos. We honor their lacework borders and atmospheric perspective while composing new calendars and devotions.\n",
+      "artist": "Gothic Court Workshops",
+      "movement": "15th-Century International Gothic",
+      "style_scope": "movement"
+    },
+    "rumiko_takahashi_romantic_manga": {
+      "id": "rumiko_takahashi_romantic_manga",
+      "group": "Manga",
+      "display_name": "Rumiko Takahashi - Romantic Comedy Dynamo",
+      "file": "styles/manga/rumiko_takahashi_romantic_manga.md",
+      "ratios": [
+        "2:3",
+        "4:5",
+        "4:3"
+      ],
+      "modes": [
+        "Romantic Cover",
+        "Dynamic Ensemble"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Give the lead 60 percent of the frame with friends orbiting in comedic motion lines.",
+        "identity_priority": [
+          "silhouette",
+          "expression",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rumiko Takahashi pairs slapstick kinetics with heartfelt romance, rendering big eyes, voluminous hair, and pastel washes. This card keeps that 1980s watercolor charm while inventing new cast lineups.\n",
+      "artist": "Rumiko Takahashi",
+      "movement": "Romantic Comedy Shonen Manga",
+      "style_scope": "single-artist"
+    },
+    "riyoko_ikeda_historical_shojo": {
+      "id": "riyoko_ikeda_historical_shojo",
+      "group": "Manga",
+      "display_name": "Riyoko Ikeda - Revolutionary Shoujo Romance",
+      "file": "styles/manga/riyoko_ikeda_historical_shojo.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Romantic Portrait",
+        "Historical Tableau"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Let two protagonists overlap within rose-laden emotion-scapes or Versailles interiors.",
+        "identity_priority": [
+          "expression",
+          "costume",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Riyoko Ikeda turns French revolution melodrama into cascading screentone roses and tear-bright eyes. This card safeguards that operatic intensity while chronicling new courts and rebellions.\n",
+      "artist": "Riyoko Ikeda",
+      "movement": "Year 24 Group Shoujo",
+      "style_scope": "single-artist"
+    },
+    "osamu_tezuka_showa_cinematic_manga": {
+      "id": "osamu_tezuka_showa_cinematic_manga",
+      "group": "Manga",
+      "display_name": "Osamu Tezuka - Showa Cinematic Humanism",
+      "file": "styles/manga/osamu_tezuka_showa_cinematic_manga.md",
+      "ratios": [
+        "4:5",
+        "2:3",
+        "1:1"
+      ],
+      "modes": [
+        "Character Study",
+        "Adventure Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Center the star-system lead with supporting silhouettes sweeping along cinematic arcs.",
+        "identity_priority": [
+          "silhouette",
+          "expression",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Osamu Tezuka married Disney timing with postwar optimism, bathing big-eyed heroes in flat gouache color. This card keeps that hopeful cinema while introducing new archetypes and companions.\n",
+      "artist": "Osamu Tezuka",
+      "movement": "Showa Cinematic Manga",
+      "style_scope": "single-artist"
+    },
+    "naoki_urasawa_psychological_thriller": {
+      "id": "naoki_urasawa_psychological_thriller",
+      "group": "Manga",
+      "display_name": "Naoki Urasawa - Psychological Thriller Realism",
+      "file": "styles/manga/naoki_urasawa_psychological_thriller.md",
+      "ratios": [
+        "2:3",
+        "4:5",
+        "3:2"
+      ],
+      "modes": [
+        "Character Study",
+        "Investigative Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Frame a contemplative protagonist chest-up with period-authentic urban cues in the midground.",
+        "identity_priority": [
+          "expression",
+          "asymmetry",
+          "context"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Naoki Urasawa sketches ordinary faces with micro-expressions, asymmetry, and thriller tension. This card preserves his forensic realism while spinning new conspiracies.\n",
+      "artist": "Naoki Urasawa",
+      "movement": "Psychological Seinen Manga",
+      "style_scope": "single-artist"
+    },
+    "masakazu_katsura_realistic_manga": {
+      "id": "masakazu_katsura_realistic_manga",
+      "group": "Manga",
+      "display_name": "Masakazu Katsura - Realist Youth Illustration",
+      "file": "styles/manga/masakazu_katsura_realistic_manga.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "4:3"
+      ],
+      "modes": [
+        "Youth Romance",
+        "Urban Portrait",
+        "Slice of Life"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Pair the lead with a partner or environment anchor inside relaxed 1990s fashion.",
+        "identity_priority": [
+          "silhouette",
+          "fashion",
+          "expression"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Masakazu Katsura paints 1990s youth with cinematic lighting, baggy silhouettes, and grounded anatomy. This card keeps his realist polish while writing new street-level dramas.\n",
+      "artist": "Masakazu Katsura",
+      "movement": "1990s Realist Youth Manga",
+      "style_scope": "single-artist"
+    },
+    "kentaro_miura_dark_fantasy_hyperdetail": {
+      "id": "kentaro_miura_dark_fantasy_hyperdetail",
+      "group": "Manga",
+      "display_name": "Kentaro Miura - Gothic Hyperdetail",
+      "file": "styles/manga/kentaro_miura_dark_fantasy_hyperdetail.md",
+      "ratios": [
+        "2:3",
+        "3:2",
+        "1:1"
+      ],
+      "modes": [
+        "Color Mode",
+        "Black and White Mode"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Set the armored lead against towering Gothic masonry with an optional adversary in shadow.",
+        "identity_priority": [
+          "armor",
+          "gesture",
+          "atmosphere"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Kentaro Miura carved every rivet, scar, and arch into Berserk's Gothic apocalypse. This card enforces that hyperdetail while forging new legends and cathedrals.\n",
+      "artist": "Kentaro Miura",
+      "movement": "Dark Fantasy Hyperrealism",
+      "style_scope": "single-artist"
+    },
+    "katsuhiro_otomo_cyberpunk_manga": {
+      "id": "katsuhiro_otomo_cyberpunk_manga",
+      "group": "Manga",
+      "display_name": "Katsuhiro Otomo - Dystopian Screentone Realism",
+      "file": "styles/manga/katsuhiro_otomo_cyberpunk_manga.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Monochrome Screentone",
+        "Single-Hue Accent"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Anchor a power-stance lead at 70 percent height with a support silhouette in depth.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "compressed-face-proportions"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Katsuhiro Otomo fused metabolist skylines, compressed faces, and halftone machinery into tense Akira-era covers. This card preserves the industrial realism while inventing new dystopian subjects and tech.\n",
+      "artist": "Katsuhiro Otomo",
+      "movement": "1980s Cyberpunk Manga",
+      "style_scope": "single-artist"
+    },
+    "kaoru_mori_historical_textile_manga": {
+      "id": "kaoru_mori_historical_textile_manga",
+      "group": "Manga",
+      "display_name": "Kaoru Mori - Historical Textile Chronicle",
+      "file": "styles/manga/kaoru_mori_historical_textile_manga.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Color Cover",
+        "Documentary Monochrome"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Show the protagonist with a cultural counterpart amid period architecture and textiles.",
+        "identity_priority": [
+          "costume",
+          "gesture",
+          "setting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Kaoru Mori documents Victorian parlors and Central Asian caravans with thread-by-thread accuracy. This card sustains her research obsession while exploring new households and ceremonies.\n",
+      "artist": "Kaoru Mori",
+      "movement": "Research-Driven Historical Manga",
+      "style_scope": "single-artist"
+    },
+    "kamome_shirahama_european_fantasy": {
+      "id": "kamome_shirahama_european_fantasy",
+      "group": "Manga",
+      "display_name": "Kamome Shirahama - European Fantasy Hybrid",
+      "file": "styles/manga/kamome_shirahama_european_fantasy.md",
+      "ratios": [
+        "2:3",
+        "4:5",
+        "1:1"
+      ],
+      "modes": [
+        "Ornamental Portrait",
+        "Decorative Tableau"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Stage the protagonist amid Art Nouveau framing with retainers or familiars at lower tiers.",
+        "identity_priority": [
+          "silhouette",
+          "costume",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Kamome Shirahama blends copperplate hatching with European fantasy couture, building worlds from ink alone. This card maintains her printmaking precision while conjuring new guilds and spellbooks.\n",
+      "artist": "Kamome Shirahama",
+      "movement": "European Fantasy Illustration",
+      "style_scope": "single-artist"
+    },
+    "clamp_prismatic_shoujo_seinen": {
+      "id": "clamp_prismatic_shoujo_seinen",
+      "group": "Manga",
+      "display_name": "CLAMP - Prismatic Elongation",
+      "file": "styles/manga/clamp_prismatic_shoujo_seinen.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Elongated Portrait",
+        "Decorative Spread"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Stack flowing protagonists with diagonal overlap and floral screentone breathing room.",
+        "identity_priority": [
+          "silhouette",
+          "elongation",
+          "costume"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "CLAMP stretches limbs, layers filigree, and blends shoujo sentiment with seinen drama. This card keeps the Copic gradients and screentone lace while inventing new storylines.\n",
+      "artist": "CLAMP",
+      "movement": "Prismatic Shoujo-Seinen Fusion",
+      "style_scope": "movement"
+    },
+    "akira_toriyama_dynamic_adventure": {
+      "id": "akira_toriyama_dynamic_adventure",
+      "group": "Manga",
+      "display_name": "Akira Toriyama - Dynamic Adventure",
+      "file": "styles/manga/akira_toriyama_dynamic_adventure.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Power Portrait",
+        "Action Splash"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Center the energetic lead at 70 percent height with minimal tech motifs orbiting the pose.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "pattern"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Akira Toriyama inks angular anatomy, parallel armor stripes, and watercolor pops for jump-ready heroes. This card keeps that kinetic charm while avoiding Dragon Ball canon.\n",
+      "artist": "Akira Toriyama",
+      "movement": "Shonen Adventure Illustration",
+      "style_scope": "single-artist"
+    },
+    "ai_yazawa_fashion_illustration": {
+      "id": "ai_yazawa_fashion_illustration",
+      "group": "Manga",
+      "display_name": "Ai Yazawa - Fashion Illustration Drama",
+      "file": "styles/manga/ai_yazawa_fashion_illustration.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "4:5"
+      ],
+      "modes": [
+        "Color Fashion",
+        "Monochrome Fashion"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": false
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Ai Yazawa sketches fashion idols with elongated necks, watercolor washes, and anti-anime restraint. This card insists on that editorial sophistication while exploring new wardrobe stories.\n",
+      "artist": "Ai Yazawa",
+      "movement": "Fashion Narrative Illustration",
+      "style_scope": "single-artist"
+    },
+    "the_new_porker_magazine_parody": {
+      "id": "the_new_porker_magazine_parody",
+      "group": "Magazine Parodies",
+      "display_name": "The New Porker — Cartoon Chic",
+      "file": "styles/magazine_parodies/the_new_porker_magazine_parody.md",
+      "ratios": [
+        "4:5"
+      ],
+      "modes": [
+        "Cover Cartoon",
+        "Spot Illustration"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Float a deadpan cartoon above the condensed masthead with seasonal color accents.",
+        "identity_priority": [
+          "concept",
+          "gesture",
+          "palette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "The New Porker mimics The New Yorker's spare cartoons, literary wit, and elegant masthead while torching city foibles. We keep the whisper palette and urbane humor as we caricature new absurdities.\n",
+      "artist": "The New Porker Cartel",
+      "movement": "New Yorker Parody",
+      "style_scope": "movement"
+    },
+    "rolling_scone_magazine_parody": {
+      "id": "rolling_scone_magazine_parody",
+      "group": "Magazine Parodies",
+      "display_name": "Rolling Scone — Rock Satire",
+      "file": "styles/magazine_parodies/rolling_scone_magazine_parody.md",
+      "ratios": [
+        "4:5",
+        "2:3"
+      ],
+      "modes": [
+        "Cover Feature",
+        "Tour Spoof"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Stage parody rock icons with hand-lettered headline scrolls and textured backgrounds.",
+        "identity_priority": [
+          "pose",
+          "lettering",
+          "texture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rolling Scone riffs on Rolling Stone's rock photography, psychedelic type, and counterculture attitude. This card maintains the sepia-grain portraiture and cheeky headlines while profiling invented legends.\n",
+      "artist": "Rolling Scone Editorial",
+      "movement": "Music Magazine Parody",
+      "style_scope": "movement"
+    },
+    "rogue_magazine_vogue_parody": {
+      "id": "rogue_magazine_vogue_parody",
+      "group": "Magazine Parodies",
+      "display_name": "Rogue Magazine — Vogue Parody",
+      "file": "styles/magazine_parodies/rogue_magazine_vogue_parody.md",
+      "ratios": [
+        "4:5",
+        "2:3"
+      ],
+      "modes": [
+        "Cover Satire",
+        "Editorial Spread"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Pose models in exaggerated couture with masthead partially obscured for fashion credibility.",
+        "identity_priority": [
+          "pose",
+          "typography",
+          "palette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rogue twists Vogue's serif masthead, fashion photography, and airbrushed glamour into snarky trend satire. We keep the couture lighting, luxury palettes, and witty coverlines while showcasing fictional tastemakers.\n",
+      "artist": "Rogue Magazine Studio",
+      "movement": "Fashion Magazine Parody",
+      "style_scope": "movement"
+    },
+    "rational_geographic_magazine_parody": {
+      "id": "rational_geographic_magazine_parody",
+      "group": "Magazine Parodies",
+      "display_name": "Rational Geographic — Exploratory Satire",
+      "file": "styles/magazine_parodies/rational_geographic_magazine_parody.md",
+      "ratios": [
+        "4:5",
+        "2:3"
+      ],
+      "modes": [
+        "Cover Expedition",
+        "Field Guide Spoof"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Frame a faux exploration photo with the yellow border and tongue-in-cheek deck copy.",
+        "identity_priority": [
+          "frame",
+          "photography",
+          "typography"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rational Geographic wraps absurd discoveries in National Geographic's yellow border, serif decks, and documentary photography. This card keeps the expedition lighting and scientific tone while poking fun at invented expeditions.\n",
+      "artist": "Rational Geographic Collective",
+      "movement": "National Geographic Parody",
+      "style_scope": "movement"
+    },
+    "parody_match_magazine_parody": {
+      "id": "parody_match_magazine_parody",
+      "group": "Magazine Parodies",
+      "display_name": "Parody Match — Photojournal Spoof",
+      "file": "styles/magazine_parodies/parody_match_magazine_parody.md",
+      "ratios": [
+        "4:5"
+      ],
+      "modes": [
+        "Cover Report",
+        "Photo Essay"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 6,
+        "layout_hint": "Chronicle staged world events with cinematic photo spreads and tricolor headline bars.",
+        "identity_priority": [
+          "photojournalism",
+          "headline",
+          "layout"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Parody Match mirrors Paris Match's photojournal grandeur, bold red masthead, and dramatic captions while serving absurd geopolitics. We keep the cinematic reportage and typographic urgency as we document invented crises.\n",
+      "artist": "Parody Match Team",
+      "movement": "Paris Match Parody",
+      "style_scope": "movement"
+    },
+    "lies_magazine_life_parody": {
+      "id": "lies_magazine_life_parody",
+      "group": "Magazine Parodies",
+      "display_name": "Lies Magazine — Life Parody",
+      "file": "styles/magazine_parodies/lies_magazine_life_parody.md",
+      "ratios": [
+        "4:5",
+        "2:3"
+      ],
+      "modes": [
+        "Headline Satire",
+        "Photo Essay Spoof"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Compose a bold central photo spoof with ironic red masthead banding and witty sidebars.",
+        "identity_priority": [
+          "photography",
+          "headline",
+          "layout"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Lies Magazine lampoons Life with faux-war photo essays, ironic captions, and high-contrast monochrome. This card keeps the red masthead band, sans-serif decks, and punchy satire while inventing new cultural targets.\n",
+      "artist": "Lies Magazine Collective",
+      "movement": "Life Magazine Parody",
+      "style_scope": "movement"
+    },
+    "ibola_magazine_parody": {
+      "id": "ibola_magazine_parody",
+      "group": "Magazine Parodies",
+      "display_name": "¡BOLA! — Celebrity Gossip Spoof",
+      "file": "styles/magazine_parodies/ibola_magazine_parody.md",
+      "ratios": [
+        "4:5",
+        "2:3"
+      ],
+      "modes": [
+        "Cover Gossip",
+        "Paparazzi Spread"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 5,
+        "layout_hint": "Assemble paparazzi-style photo grids with loud typographic bursts and speech-bubble headlines.",
+        "identity_priority": [
+          "photomontage",
+          "typography",
+          "color"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "¡BOLA! parodies ¡Hola!'s celebrity obsession with flash photography, pink headlines, and gossip callouts. This card maintains the tabloid collage energy while spotlighting fictional aristos and scandals.\n",
+      "artist": "¡BOLA! Editorial",
+      "movement": "Hola Parody",
+      "style_scope": "movement"
+    },
+    "harpers_bizarre_magazine_parody": {
+      "id": "harpers_bizarre_magazine_parody",
+      "group": "Magazine Parodies",
+      "display_name": "Harper's Bizarre — Avant-Fashion Spoof",
+      "file": "styles/magazine_parodies/harpers_bizarre_magazine_parody.md",
+      "ratios": [
+        "4:5",
+        "2:3"
+      ],
+      "modes": [
+        "Cover Couture",
+        "Editorial Satire"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Layer avant-garde typography over angular fashion poses with surreal props.",
+        "identity_priority": [
+          "pose",
+          "type",
+          "surreal-detail"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Harper's Bizarre exaggerates Harper's Bazaar's sleek typography, razor-edged posing, and art-fashion fusion. This card keeps the avant color blocking and luxury satire while dressing fictional style icons.\n",
+      "artist": "Harper's Bizarre Studio",
+      "movement": "Harper's Bazaar Parody",
+      "style_scope": "movement"
+    },
+    "der_pickel_magazine_parody": {
+      "id": "der_pickel_magazine_parody",
+      "group": "Magazine Parodies",
+      "display_name": "Der Pickel — Spiegel Parody",
+      "file": "styles/magazine_parodies/der_pickel_magazine_parody.md",
+      "ratios": [
+        "4:5",
+        "2:3"
+      ],
+      "modes": [
+        "Cover Satire",
+        "Investigative Spread"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Keep the red frame, bold black headline, and photo-montage center anchored to satire.",
+        "identity_priority": [
+          "frame",
+          "headline",
+          "photomontage"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Der Pickel skewers Der Spiegel's stern typography, red border, and geopolitical gravitas with absurd exposés. We keep the Teutonic grids and stark portraits while lampooning fictional scandals.\n",
+      "artist": "Der Pickel Redaktion",
+      "movement": "News Magazine Parody",
+      "style_scope": "movement"
+    },
+    "virgil_finlay_cosmic_stippling": {
+      "id": "virgil_finlay_cosmic_stippling",
+      "group": "Gothic Horror",
+      "display_name": "Virgil Finlay — Cosmic Horror Stippling",
+      "file": "styles/gothic_horror/virgil_finlay_cosmic_stippling.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "4:3",
+        "4:5",
+        "16:9"
+      ],
+      "modes": [
+        "Cosmic Stippling Portrait",
+        "Magazine Interior Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Virgil Finlay dotted entire universes into being—stippled nebulae, drenched chiaroscuro, and Art Deco halos around eldritch horrors. His scratchboard precision defined Weird Tales. We keep that cosmic pointillism while charting new cults, constellations, and sanity-shattering vistas.\n",
+      "artist": "Virgil Finlay",
+      "movement": "Weird Fiction Stippling Illustration",
+      "style_scope": "single-artist"
+    },
+    "hr_giger_biomechanical_surrealism": {
+      "id": "hr_giger_biomechanical_surrealism",
+      "group": "Gothic Horror",
+      "display_name": "H. R. Giger — Biomechanical Surrealism",
+      "file": "styles/gothic_horror/hr_giger_biomechanical_surrealism.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "4:3",
+        "4:5",
+        "16:9"
+      ],
+      "modes": [
+        "Biomechanical Portrait",
+        "Xenomorphic Environment"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "H. R. Giger welded flesh and machinery into erotic nightmares—airbrushed spinal columns, uterus pods, and cathedral-scale turbines. The result is both sacred and surgical. We honor that biomechanical liturgy while designing new organisms, altars, and dystopian habitats.\n",
+      "artist": "H. R. Giger",
+      "movement": "Biomechanical Surrealism",
+      "style_scope": "single-artist"
+    },
+    "harry_clarke_gothic_illustration": {
+      "id": "harry_clarke_gothic_illustration",
+      "group": "Gothic Horror",
+      "display_name": "Harry Clarke — Art Nouveau Gothic Illustration",
+      "file": "styles/gothic_horror/harry_clarke_gothic_illustration.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "4:3",
+        "4:5",
+        "16:9"
+      ],
+      "modes": [
+        "Stained-Glass Panel",
+        "Gothic Story Panel"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Harry Clarke ornamented Poe and Perrault with razor-thin ink, jeweled color, and Gothic filigree that feels like leaded glass. His figures float amid patterns sharp enough to cut. MuseoMorph sustains that iridescent menace while unveiling new fables, saints, and sinuous borders.\n",
+      "artist": "Harry Clarke",
+      "movement": "Art Nouveau Gothic Illustration",
+      "style_scope": "single-artist"
+    },
+    "francisco_goya_black_paintings": {
+      "id": "francisco_goya_black_paintings",
+      "group": "Gothic Horror",
+      "display_name": "Francisco Goya — Black Paintings Despair",
+      "file": "styles/gothic_horror/francisco_goya_black_paintings.md",
+      "ratios": [
+        "4:3"
+      ],
+      "modes": [
+        "Private Gallery",
+        "Psychological Ritual"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Francisco Goya’s late murals smear oil into plaster like nightmares—impasto ridges, cavernous blacks, and faces bloated with dread. Painted in isolation after illness and revolution, they read as private exorcisms. We stay in that claustrophobic register while summoning fresh phantoms, props, and political shadows.\n",
+      "artist": "Francisco Goya",
+      "movement": "Spanish Black Painting Expressionism",
+      "style_scope": "single-artist"
+    },
+    "edward_gorey_gothic_illustration": {
+      "id": "edward_gorey_gothic_illustration",
+      "group": "Gothic Horror",
+      "display_name": "Edward Gorey — Whimsical Gothic Illustration",
+      "file": "styles/gothic_horror/edward_gorey_gothic_illustration.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Dark Narrative Illustration",
+        "Macabre Parody"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Edward Gorey scratches out Victorian parlors where odd orphans meet deliciously dreadful ends. His stippled inks, blank-eyed figures, and deadpan captions turn menace into wit. We keep that morbid charm while inventing new catastrophes, props, and musty interiors.\n",
+      "artist": "Edward Gorey",
+      "movement": "Victorian Whimsical Horror Illustration",
+      "style_scope": "single-artist"
+    },
+    "caspar_david_friedrich_sublime": {
+      "id": "caspar_david_friedrich_sublime",
+      "group": "Gothic Horror",
+      "display_name": "Caspar David Friedrich — Romantic Sublime",
+      "file": "styles/gothic_horror/caspar_david_friedrich_sublime.md",
+      "ratios": [
+        "4:3"
+      ],
+      "modes": [
+        "Transcendental Landscape",
+        "Sublime Contemplation"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Caspar David Friedrich stages lone wanderers before endless mist, glazing oil until mountains dissolve into prayer. His landscapes feel like altars to melancholy faith. MuseoMorph keeps that transcendental hush while charting new coastlines, ruins, and weathered pilgrims.\n",
+      "artist": "Caspar David Friedrich",
+      "movement": "German Romantic Sublime",
+      "style_scope": "single-artist"
+    },
+    "bernie_wrightson_gothic_ink": {
+      "id": "bernie_wrightson_gothic_ink",
+      "group": "Gothic Horror",
+      "display_name": "Bernie Wrightson — Gothic Pen-and-Ink Horror",
+      "file": "styles/gothic_horror/bernie_wrightson_gothic_ink.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "4:3",
+        "4:5",
+        "16:9"
+      ],
+      "modes": [
+        "Macabre Illustration",
+        "Horror Narrative Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Bernie Wrightson crosshatched nightmares until the ink looked alive—rotting architecture, tortured anatomy, and candlelit chiaroscuro that would make Poe shiver. His Frankenstein portfolio set the bar for dramatic linework. MuseoMorph carries that operatic dread into new crypts, laboratories, and cursed bloodlines.\n",
+      "artist": "Bernie Wrightson",
+      "movement": "American Gothic Horror Illustration",
+      "style_scope": "single-artist"
+    },
+    "will_eisner_urban_noir": {
+      "id": "will_eisner_urban_noir",
+      "group": "Golden Age Comics",
+      "display_name": "Will Eisner — Urban Noir Comics",
+      "file": "styles/golden_age_comics/will_eisner_urban_noir.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Crime Noir Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Will Eisner turned gutters into stage lights—rain cascading, signage looming, and lettering woven into the set. We keep that theatrical street poetry while spotlighting a new trench-coated sleuth and their haunted city.\n",
+      "artist": "Will Eisner",
+      "movement": "Golden Age Street-Level Noir",
+      "style_scope": "single-artist"
+    },
+    "siegel_shuster_foundational_superhero": {
+      "id": "siegel_shuster_foundational_superhero",
+      "group": "Golden Age Comics",
+      "display_name": "Siegel & Shuster — Foundational Superhero Iconography",
+      "file": "styles/golden_age_comics/siegel_shuster_foundational_superhero.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Heroic Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Siegel and Shuster defined the superhero silhouette: capes billowing, primary colors blazing, and bold mastheads screaming hope on cheap newsprint. We keep that fearless simplicity while drafting brand-new icons for a fresh “Nano Comics” universe.\n",
+      "artist": "Jerry Siegel & Joe Shuster",
+      "movement": "Golden Age Superhero Foundations",
+      "style_scope": "single-artist"
+    },
+    "jack_cole_cartoon_comedy": {
+      "id": "jack_cole_cartoon_comedy",
+      "group": "Golden Age Comics",
+      "display_name": "Jack Cole — Cartoon Comedy Comics",
+      "file": "styles/golden_age_comics/jack_cole_cartoon_comedy.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Comedy Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jack Cole bent anatomy into slapstick origami—elastic heroes, rubber physics, and candy-colored chaos. We channel that anything-goes elasticity with new comedic crime scenes and headline puns.\n",
+      "artist": "Jack Cole",
+      "movement": "Golden Age Cartoon Surrealism",
+      "style_scope": "single-artist"
+    },
+    "cc_beck_clean_superhero": {
+      "id": "cc_beck_clean_superhero",
+      "group": "Golden Age Comics",
+      "display_name": "C. C. Beck — Clean Golden Age Superhero",
+      "file": "styles/golden_age_comics/cc_beck_clean_superhero.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Optimistic Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "C. C. Beck rendered heroes like friendly icons—smooth curves, pristine colors, and wide-open smiles aimed at every kid on the newsstand. We echo that geometric clarity and wholesome energy while debuting a brand-new lightning-free champion.\n",
+      "artist": "C. C. Beck",
+      "movement": "Golden Age Family Superhero",
+      "style_scope": "single-artist"
+    },
+    "carmine_infantino_speed_dynamics": {
+      "id": "carmine_infantino_speed_dynamics",
+      "group": "Golden Age Comics",
+      "display_name": "Carmine Infantino — Dynamic Speed Dynamics",
+      "file": "styles/golden_age_comics/carmine_infantino_speed_dynamics.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Speedster Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Carmine Infantino choreographed speed—tilted skylines, zip-ribbon motion trails, and bold typography racing off the page. We harness that kinetic energy for a totally new speedster mythos and headline layout.\n",
+      "artist": "Carmine Infantino",
+      "movement": "Silver Age Kinetic Superheroes",
+      "style_scope": "single-artist"
+    },
+    "bob_kane_vigilante_iconography": {
+      "id": "bob_kane_vigilante_iconography",
+      "group": "Golden Age Comics",
+      "display_name": "Bob Kane — Early Vigilante Iconography",
+      "file": "styles/golden_age_comics/bob_kane_vigilante_iconography.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Noir Vigilante Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Bob Kane’s early vigilante covers mixed crude geometry, moonlit gargoyles, and four-color printing quirks. The mood was half pulp thriller, half children’s adventure. We retain that angular drama while introducing a wholly original shadow guardian.\n",
+      "artist": "Bob Kane",
+      "movement": "Golden Age Urban Vigilantism",
+      "style_scope": "single-artist"
+    },
+    "alex_raymond_elegant_adventure": {
+      "id": "alex_raymond_elegant_adventure",
+      "group": "Golden Age Comics",
+      "display_name": "Alex Raymond — Elegant Adventure Comics",
+      "file": "styles/golden_age_comics/alex_raymond_elegant_adventure.md",
+      "ratios": [
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Adventure Cover"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Alex Raymond staged rocket-age opera with Art Deco anatomy, satin capes, and cliffhanger layouts. His brush lines were as sleek as his rocketships. We revive that pulp glamour with new planets, villains, and imperiled explorers.\n",
+      "artist": "Alex Raymond",
+      "movement": "Golden Age Pulp Adventure",
+      "style_scope": "single-artist"
+    },
+    "todd_lockwood_dragon_epic": {
+      "id": "todd_lockwood_dragon_epic",
+      "group": "Fantasy Illustration",
+      "display_name": "Todd Lockwood — Dragon Mastery Epic Fantasy",
+      "file": "styles/fantasy_illustration/todd_lockwood_dragon_epic.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Dragon Mastery"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Todd Lockwood paints dragons as plausible biology—wing tendons, gleaming scales, and knightly tack engineered to fly. His compositions are cinematic yet readable. We honor that naturalistic grandeur while introducing new flights, riders, and battlefield weather.\n",
+      "artist": "Todd Lockwood",
+      "movement": "Contemporary Dragon Illustration",
+      "style_scope": "single-artist"
+    },
+    "rowena_morrill_fantasy_vision": {
+      "id": "rowena_morrill_fantasy_vision",
+      "group": "Fantasy Illustration",
+      "display_name": "Rowena Morrill — Pioneering Female Fantasy Vision",
+      "file": "styles/fantasy_illustration/rowena_morrill_fantasy_vision.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "High-Gloss Empowerment"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rowena Morrill fused airbrush gradients with chrome surfaces, spotlighting powerful women amid pulp sci-fantasy mashups. Her covers shimmer like vinyl sleeves. We carry that glamorous energy forward with new protagonists, creatures, and jewel-toned cities.\n",
+      "artist": "Rowena Morrill",
+      "movement": "Chromatic Romantic Fantasy",
+      "style_scope": "single-artist"
+    },
+    "michael_whelan_luminous_atmosphere": {
+      "id": "michael_whelan_luminous_atmosphere",
+      "group": "Fantasy Illustration",
+      "display_name": "Michael Whelan — Luminous Atmospheric Realism",
+      "file": "styles/fantasy_illustration/michael_whelan_luminous_atmosphere.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Luminous Character",
+        "Ethereal Cosmic Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Michael Whelan paints light as a character—iridescent skies, translucent fabrics, and dreamlike architecture. His covers glow with quiet awe. We sustain that atmospheric lyricism while unveiling new worlds, apparitions, and color harmonies.\n",
+      "artist": "Michael Whelan",
+      "movement": "Luminous Sci-Fantasy Illustration",
+      "style_scope": "single-artist"
+    },
+    "larry_elmore_classic_fantasy": {
+      "id": "larry_elmore_classic_fantasy",
+      "group": "Fantasy Illustration",
+      "display_name": "Larry Elmore — Classic Gaming Fantasy",
+      "file": "styles/fantasy_illustration/larry_elmore_classic_fantasy.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Gaming Character"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Larry Elmore defined the friendly face of 1980s D&D—suncatcher dragons, approachable heroes, and Kentucky-warm lighting. His scenes invite you to roll initiative. We preserve that welcoming high-fantasy vibe while inventing fresh parties, mounts, and spell effects.\n",
+      "artist": "Larry Elmore",
+      "movement": "TSR Classic Fantasy Illustration",
+      "style_scope": "single-artist"
+    },
+    "keith_parkinson_epic_realism": {
+      "id": "keith_parkinson_epic_realism",
+      "group": "Fantasy Illustration",
+      "display_name": "Keith Parkinson — Epic Fantasy Realism",
+      "file": "styles/fantasy_illustration/keith_parkinson_epic_realism.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Epic Character",
+        "Fantasy Landscape"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Keith Parkinson balanced hulking heroes with matte-painted horizons, giving TSR worlds a believable scale. His palette glows without going neon, and every prop feels table-ready. MuseoMorph continues that grounded epic tone with new factions, relics, and weather systems.\n",
+      "artist": "Keith Parkinson",
+      "movement": "High Fantasy Realism",
+      "style_scope": "single-artist"
+    },
+    "jim_roslof_classic_dd_foundation": {
+      "id": "jim_roslof_classic_dd_foundation",
+      "group": "Fantasy Illustration",
+      "display_name": "Jim Roslof — Classic D&D Foundation",
+      "file": "styles/fantasy_illustration/jim_roslof_classic_dd_foundation.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "17:22"
+      ],
+      "modes": [
+        "Classic D&D Character",
+        "Traditional Gaming Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jim Roslof gave early D&D its grassroots charm—ink-wash lines, bold primaries, and parties framed for table play. His art feels like a weekend module come alive. We echo that approachable energy while drafting new dungeon crawls, mascots, and sidebar vignettes.\n",
+      "artist": "Jim Roslof",
+      "movement": "Classic D&D Module Illustration",
+      "style_scope": "single-artist"
+    },
+    "jeff_easley_dynamic_action": {
+      "id": "jeff_easley_dynamic_action",
+      "group": "Fantasy Illustration",
+      "display_name": "Jeff Easley — Dynamic Gaming Action",
+      "file": "styles/fantasy_illustration/jeff_easley_dynamic_action.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Atmospheric Action"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jeff Easley blows wind through every cape—thunderbolt dragons, lightning logos, and heroes braced mid-swing. His oil surfaces crackle with TSR-era drama. MuseoMorph keeps that stormy choreography alive with new villains, spell effects, and crumbling set pieces.\n",
+      "artist": "Jeff Easley",
+      "movement": "High-Energy TSR Illustration",
+      "style_scope": "single-artist"
+    },
+    "frank_frazetta_barbarian_power": {
+      "id": "frank_frazetta_barbarian_power",
+      "group": "Fantasy Illustration",
+      "display_name": "Frank Frazetta — Barbarian Power",
+      "file": "styles/fantasy_illustration/frank_frazetta_barbarian_power.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Barbarian Power",
+        "Savage Fantasy Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Frank Frazetta sculpted muscle and mist with palette knives—charging steeds, snarled hair, and volcanic backdrops. Each piece hits like a Heavy Metal gatefold. We keep that sweaty ferocity while inventing fresh warlords, beasts, and storm-lit citadels.\n",
+      "artist": "Frank Frazetta",
+      "movement": "Sword-and-Sorcery Pulp",
+      "style_scope": "single-artist"
+    },
+    "donato_giancola_classical_realism": {
+      "id": "donato_giancola_classical_realism",
+      "group": "Fantasy Illustration",
+      "display_name": "Donato Giancola — Classical Narrative Realism",
+      "file": "styles/fantasy_illustration/donato_giancola_classical_realism.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Classical Narrative"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Donato Giancola pulls Tolkien legends through a Renaissance lens—layered oil glazes, life-cast armor, and Caravaggio lighting. The results feel canonical. MuseoMorph continues that museum-ready storytelling with fresh mythic tableaus and bespoke props.\n",
+      "artist": "Donato Giancola",
+      "movement": "Classical Narrative Fantasy",
+      "style_scope": "single-artist"
+    },
+    "don_maitz_maritime_realism": {
+      "id": "don_maitz_maritime_realism",
+      "group": "Fantasy Illustration",
+      "display_name": "Don Maitz — Narrative Maritime Realism",
+      "file": "styles/fantasy_illustration/don_maitz_maritime_realism.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Adventure Portrait",
+        "Maritime Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Don Maitz marries romantic oil technique with salt-stained authenticity—rigging diagrams, plein-air skies, and swaggering privateers. His canvas feels like a historical novel mid-climax. We keep that seaworthy realism while rotating in new crews, ports, and treasure myths.\n",
+      "artist": "Don Maitz",
+      "movement": "Maritime Adventure Illustration",
+      "style_scope": "single-artist"
+    },
+    "clyde_caldwell_warm_fantasy": {
+      "id": "clyde_caldwell_warm_fantasy",
+      "group": "Fantasy Illustration",
+      "display_name": "Clyde Caldwell — Warm Fantasy Appeal",
+      "file": "styles/fantasy_illustration/clyde_caldwell_warm_fantasy.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Warm Fantasy Character"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Clyde Caldwell bathes adventurers in sunset golds and satin capes, striking that sweet spot between pin-up and hero worship. His palette feels like a Ren Faire at golden hour. We retain that inviting warmth while cycling through new classes, familiars, and infernal foes.\n",
+      "artist": "Clyde Caldwell",
+      "movement": "TSR Warm Fantasy Illustration",
+      "style_scope": "single-artist"
+    },
+    "brom_gothic_dark_fantasy": {
+      "id": "brom_gothic_dark_fantasy",
+      "group": "Fantasy Illustration",
+      "display_name": "Brom — Gothic Dark Fantasy",
+      "file": "styles/fantasy_illustration/brom_gothic_dark_fantasy.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Gothic Character",
+        "Macabre Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Brom blends tattoo-ink linework with oil glazes, conjuring witches, wasteland angels, and biomechanical beasts. The mood is always baroque, bruised, and beautiful. MuseoMorph keeps that ritualistic dread while crafting new sigils, species, and rusted cathedrals.\n",
+      "artist": "Gerald Brom",
+      "movement": "Dark Gothic Fantasy",
+      "style_scope": "single-artist"
+    },
+    "boris_vallejo_muscular_hyperrealism": {
+      "id": "boris_vallejo_muscular_hyperrealism",
+      "group": "Fantasy Illustration",
+      "display_name": "Boris Vallejo — Muscular Hyperrealism",
+      "file": "styles/fantasy_illustration/boris_vallejo_muscular_hyperrealism.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Muscular Perfection",
+        "Hyperrealistic Fantasy"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Boris Vallejo airbrushed bodybuilders into myth—chrome highlights, oiled skin, and cosmic backdrops. His hyperreal figures feel sculpted more than painted. We continue that polished spectacle with new heroes, creatures, and neon nebulae.\n",
+      "artist": "Boris Vallejo",
+      "movement": "Airbrushed Heroic Fantasy",
+      "style_scope": "single-artist"
+    },
+    "vincent_van_gogh": {
+      "id": "vincent_van_gogh",
+      "group": "Expressionism",
+      "display_name": "Vincent van Gogh - Impasto Resonance",
+      "file": "styles/expressionism/vincent_van_gogh.md",
+      "ratios": [
+        "4:5"
+      ],
+      "modes": [
+        "Expressive painting"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Anchor the protagonist within a golden spiral while companions or symbolic objects orbit via stroke rhythm.",
+        "identity_priority": [
+          "gesture",
+          "color-harmony",
+          "silhouette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Vincent van Gogh carved light into oil paint, bending rhythmic strokes and saturated complements into living atmosphere. MuseoMorph celebrates that urgency while keeping props original and subjects modest.\n",
+      "artist": "Vincent van Gogh",
+      "movement": "Post-Impressionist Modernism",
+      "style_scope": "single-artist"
+    },
+    "oskar_kokoschka": {
+      "id": "oskar_kokoschka",
+      "group": "Expressionism",
+      "display_name": "Oskar Kokoschka - Nervous Brushwork",
+      "file": "styles/expressionism/oskar_kokoschka.md",
+      "ratios": [
+        "4:3"
+      ],
+      "modes": [
+        "Psychological portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Let companions orbit in turbulent atmosphere without competing with the focal figure.",
+        "identity_priority": [
+          "gesture",
+          "facial-planes",
+          "silhouette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Oskar Kokoschka painted like a nerve ending, pushing oil across canvas in frantic arabesques to read the sitter's psyche. MuseoMorph preserves that volatility while staying within contemporary guardrails.\n",
+      "artist": "Oskar Kokoschka",
+      "movement": "Viennese Expressionism",
+      "style_scope": "single-artist"
+    },
+    "ernst_ludwig_kirchner": {
+      "id": "ernst_ludwig_kirchner",
+      "group": "Expressionism",
+      "display_name": "Ernst Ludwig Kirchner - Berlin Street Tension",
+      "file": "styles/expressionism/ernst_ludwig_kirchner.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Urban psychological study"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Stack figures diagonally like tram flow while signage frames the lead subject.",
+        "identity_priority": [
+          "silhouette",
+          "color-blocks",
+          "gesture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Ernst Ludwig Kirchner translated Berlin's rush into jagged diagonals, acid colour, and claustrophobic motion. MuseoMorph keeps the modern unease while ensuring modest crowds and original iconography.\n",
+      "artist": "Ernst Ludwig Kirchner",
+      "movement": "Die Bruecke Urban Expressionism",
+      "style_scope": "single-artist"
+    },
+    "egon_schiele": {
+      "id": "egon_schiele",
+      "group": "Expressionism",
+      "display_name": "Egon Schiele - Psychological Figure Study",
+      "file": "styles/expressionism/egon_schiele.md",
+      "ratios": [
+        "2:3"
+      ],
+      "modes": [
+        "Psychological figure study",
+        "Self-portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Offset secondary sitters as compressed silhouettes so the primary figure retains dominance.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "bone-structure"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Egon Schiele exposed the psyche through febrile contour and paper left deliberately bare. MuseoMorph keeps the raw immediacy while reframing for contemporary safety and originality.\n",
+      "artist": "Egon Schiele",
+      "movement": "Viennese Expressionism",
+      "style_scope": "single-artist"
+    },
+    "edvard_munch": {
+      "id": "edvard_munch",
+      "group": "Expressionism",
+      "display_name": "Edvard Munch - Psychological Expressionism",
+      "file": "styles/expressionism/edvard_munch.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Psychological portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Support the protagonist with symbolic companions along bridge rails or horizon bands without diluting focus.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "facial-planes"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Edvard Munch externalized anxiety through swirling colour bands, elongated silhouettes, and scraped impasto that vibrates like sound. MuseoMorph keeps that haunted charge while enforcing modern safety rules so the homage stays respectful and original.\n",
+      "artist": "Edvard Munch",
+      "movement": "Norwegian Symbolist Expressionism",
+      "style_scope": "single-artist"
+    },
+    "rembrandt_chiaroscuro_portrait": {
+      "id": "rembrandt_chiaroscuro_portrait",
+      "group": "Dutch Golden Age",
+      "display_name": "Rembrandt van Rijn — Chiaroscuro Portrait Mastery",
+      "file": "styles/dutch_golden_age/rembrandt_chiaroscuro_portrait.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Gallery Portrait",
+        "Psychological Study"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rembrandt carved faces out of darkness with impasto light and umber glazes, letting every wrinkle broadcast a life lived. His Amsterdam studio prized empathy over polish. We follow that chiaroscuro ritual while inventing sitters and regalia from the same gilded age.\n",
+      "artist": "Rembrandt van Rijn",
+      "movement": "Dutch Golden Age Portraiture",
+      "style_scope": "single-artist"
+    },
+    "johannes_vermeer_optical_domestic": {
+      "id": "johannes_vermeer_optical_domestic",
+      "group": "Dutch Golden Age",
+      "display_name": "Johannes Vermeer — Optical Domestic Interiors",
+      "file": "styles/dutch_golden_age/johannes_vermeer_optical_domestic.md",
+      "ratios": [
+        "3:4",
+        "4:5",
+        "5:4"
+      ],
+      "modes": [
+        "Domestic Interior",
+        "Optical Portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Johannes Vermeer bathed modest Delft rooms in camera-obscura light—lapis underpaint, pointillé sparkles, and window-cooled silence. His compositions balance everyday gestures with optical magic. MuseoMorph keeps that luminous hush while swapping in fresh households, maps, and props.\n",
+      "artist": "Johannes Vermeer",
+      "movement": "Delft Optical Genre Painting",
+      "style_scope": "single-artist"
+    },
+    "frans_hals_alla_prima_vigor": {
+      "id": "frans_hals_alla_prima_vigor",
+      "group": "Dutch Golden Age",
+      "display_name": "Frans Hals — Alla Prima Portrait Vigor",
+      "file": "styles/dutch_golden_age/frans_hals_alla_prima_vigor.md",
+      "ratios": [
+        "3:4"
+      ],
+      "modes": [
+        "Animated Portrait",
+        "Alla Prima Study"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Frans Hals painted like a jazz solo—loaded brush, one-take bravado, and laughter still wet on the canvas. His Haarlem patrons appear mid-toast, mid-song, mid-life. MuseoMorph channels that bravura while inventing new revelers and tavern props.\n",
+      "artist": "Frans Hals",
+      "movement": "Haarlem Lively Portraiture",
+      "style_scope": "single-artist"
+    },
+    "yoshiyuki_sadamoto_precision": {
+      "id": "yoshiyuki_sadamoto_precision",
+      "group": "Anime",
+      "display_name": "Yoshiyuki Sadamoto - Experimental Dynamism",
+      "file": "styles/anime/yoshiyuki_sadamoto.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Technical portrait",
+        "Psychological study"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Place the lead in confident stance while teammates or instrumentation flank in softer focus.",
+        "identity_priority": [
+          "gesture",
+          "facial-planes",
+          "hair-structure"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Yoshiyuki Sadamoto anchors Gainax aesthetics with disciplined draftsmanship, realistic proportions, and thoughtful asymmetry. Eyes gleam with layered rings, hair falls in believable clusters, and environments feel lived in. MuseoMorph converts likenesses into that technical realism while keeping props original and attire modest.\n",
+      "artist": "Yoshiyuki Sadamoto",
+      "movement": "Gainax Technical Realism",
+      "style_scope": "single-artist"
+    },
+    "wit_studio_kinetic_cinematography": {
+      "id": "wit_studio_kinetic_cinematography",
+      "group": "Anime",
+      "display_name": "Wit Studio - Dynamic Action Cinematography",
+      "file": "styles/anime/wit_studio.md",
+      "ratios": [
+        "16:9",
+        "3:4",
+        "2:3"
+      ],
+      "modes": [
+        "Action portrait",
+        "Kinetic scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Stack planes with multi-layer depth so motion reads from foreground to skyline.",
+        "identity_priority": [
+          "gesture",
+          "spatial-depth",
+          "silhouette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Wit Studio pairs clean cel draftsmanship with multi-plane depth and athletic staging. MuseoMorph keeps that kinetic clarity while forbidding comic-book gradients or borrowed props.\n",
+      "artist": "Wit Studio",
+      "movement": "Wit Studio Kinetic Cinematography",
+      "style_scope": "movement"
+    },
+    "sunrise_clean_cel": {
+      "id": "sunrise_clean_cel",
+      "group": "Anime",
+      "display_name": "Sunrise - Clean Cel Animation",
+      "file": "styles/anime/sunrise_clean_cel.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Professional portrait",
+        "Military scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Line up squad members by rank with geometric backdrops reinforcing faction colours.",
+        "identity_priority": [
+          "silhouette",
+          "uniform-design",
+          "posture"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Sunrise built its reputation on crisp black outlines, flat primary palettes, and military precision. MuseoMorph adopts that clean cel discipline while inventing new insignia and keeping crews modest.\n",
+      "artist": "Sunrise",
+      "movement": "Sunrise Cel Mastery",
+      "style_scope": "movement"
+    },
+    "studio_trigger_neokana": {
+      "id": "studio_trigger_neokana",
+      "group": "Anime",
+      "display_name": "Studio Trigger - Neo-Kanada Energy",
+      "file": "styles/anime/studio_trigger.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "16:9"
+      ],
+      "modes": [
+        "Heroic portrait",
+        "Dynamic action"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Stack combatants along explosive diagonals with energy bursts separating layers.",
+        "identity_priority": [
+          "silhouette",
+          "hair-shape",
+          "energy-effects"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Studio Trigger channels the legacy of Yoshinori Kanada with explosive poses, crystalline debris, and fluorescent palettes. Four-pointed starbursts, low-angle foreshortening, and jagged motion smears keep momentum high. MuseoMorph leans into that spectacle while ensuring wardrobe stays modest and iconography remains original.\n",
+      "artist": "Studio Trigger",
+      "movement": "Neo-Kanada Action",
+      "style_scope": "movement"
+    },
+    "studio_ghibli_naturalism": {
+      "id": "studio_ghibli_naturalism",
+      "group": "Anime",
+      "display_name": "Studio Ghibli - Naturalistic Poetry",
+      "file": "styles/anime/studio_ghibli.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Portrait",
+        "Environmental scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Stage companions at varying depths with foliage or architecture knitting the trio together.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "eyes"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Studio Ghibli blends pencil linework, watercolor atmospheres, and quiet storytelling to make nature and characters feel lived in. Pastoral palettes, hand-painted cels, and gentle motion celebrate craft over spectacle. MuseoMorph treats the studio's look as a study in warmth and humility while honoring modern safety policies.\n",
+      "artist": "Studio Ghibli",
+      "movement": "Studio Ghibli Hand-Painted Naturalism",
+      "style_scope": "movement"
+    },
+    "studio_bones_character_drama": {
+      "id": "studio_bones_character_drama",
+      "group": "Anime",
+      "display_name": "Studio Bones - Character-Driven Animation",
+      "file": "styles/anime/studio_bones.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Character study",
+        "Dynamic scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Balance leads with yutapon cubes or debris arcs connecting their gestures.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "eye-expression"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Studio Bones draws characters with living body language, expressive eyes, and environments that breathe alongside them. Yutaka Nakamura's crystalline debris and dynamic camera shifts keep scenes energetic even in stills. MuseoMorph leans into that personality-first ethos while keeping wardrobe practical and iconography original.\n",
+      "artist": "Studio Bones",
+      "movement": "Studio Bones Character Drama",
+      "style_scope": "movement"
+    },
+    "satoshi_kon_psychology": {
+      "id": "satoshi_kon_psychology",
+      "group": "Anime",
+      "display_name": "Satoshi Kon - Hyperrealistic Animation Psychology",
+      "file": "styles/anime/satoshi_kon.md",
+      "ratios": [
+        "16:9",
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Psychological portrait",
+        "Urban context"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Layer reflections or televisions to double the subject without losing clarity.",
+        "identity_priority": [
+          "facial-planes",
+          "gesture",
+          "lighting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Satoshi Kon fused cel animation with live-action detail, diving into dreamlike urban psychology. Clean lines, flat colour blocks, and precise lighting stage characters inside dense Tokyo architecture. MuseoMorph preserves that cinematic tension while enforcing modern safety and original props.\n",
+      "artist": "Satoshi Kon",
+      "movement": "Satoshi Kon Psychological Realism",
+      "style_scope": "single-artist"
+    },
+    "production_ig_cyberpunk": {
+      "id": "production_ig_cyberpunk",
+      "group": "Anime",
+      "display_name": "Production I.G - Cyberpunk Precision",
+      "file": "styles/anime/production_ig.md",
+      "ratios": [
+        "16:9",
+        "2:3",
+        "21:9"
+      ],
+      "modes": [
+        "Environmental integration",
+        "Architectural scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Embed figures within architectural lines so no one floats off the ground plane.",
+        "identity_priority": [
+          "silhouette",
+          "spatial-integration",
+          "lighting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Production I.G perfected cyberpunk cel animation where characters and architecture breathe together. Clean outlines, flat colour fills, and multi-plane depth keep the world cohesive. MuseoMorph honors that precision while insisting on original iconography and modern safety.\n",
+      "artist": "Production I.G",
+      "movement": "Production I.G Cel Integration",
+      "style_scope": "movement"
+    },
+    "osamu_dezaki_postcard": {
+      "id": "osamu_dezaki_postcard",
+      "group": "Anime",
+      "display_name": "Osamu Dezaki - Dramatic Postcard Memory",
+      "file": "styles/anime/osamu_dezaki.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Dramatic portrait",
+        "Postcard memory"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 2,
+        "layout_hint": "Pair leads in layered depth with architectural shadows separating their silhouettes.",
+        "identity_priority": [
+          "facial-planes",
+          "gesture",
+          "lighting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Osamu Dezaki pioneered the postcard memory technique, freezing animation into painterly stills drenched in chiaroscuro. Dutch angles, glass-rose symbolism, and dramatic lighting turn every frame into a psychological tableau. MuseoMorph honors that theatrical mood while keeping wardrobes modest and stories original.\n",
+      "artist": "Osamu Dezaki",
+      "movement": "Postcard Memory Expressionism",
+      "style_scope": "single-artist"
+    },
+    "masashi_kishimoto_shonen": {
+      "id": "masashi_kishimoto_shonen",
+      "group": "Anime",
+      "display_name": "Masashi Kishimoto - Dynamic Shonen Energy",
+      "file": "styles/anime/masashi_kishimoto.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Action portrait",
+        "Power-up scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Stack rivals diagonally with power auras weaving between them; keep focal hero forward.",
+        "identity_priority": [
+          "silhouette",
+          "hairstyle",
+          "eye-shape"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Weekly Shonen Jump battle art thrives on bold line work, kinetic poses, and emotional stakes. Masashi Kishimoto's Naruto-era approach pairs confident inks with chakra-charged color and symbolic auras. MuseoMorph channels that intensity while keeping violence stylized and wardrobe functional.\n",
+      "artist": "Masashi Kishimoto",
+      "movement": "Weekly Shonen Jump Action",
+      "style_scope": "single-artist"
+    },
+    "masaaki_yuasa_experimental": {
+      "id": "masaaki_yuasa_experimental",
+      "group": "Anime",
+      "display_name": "Masaaki Yuasa - Experimental Fluidity",
+      "file": "styles/anime/masaaki_yuasa.md",
+      "ratios": [
+        "16:9",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Experimental portrait",
+        "Fluid scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Let bodies stretch and morph around a central flow line; keep silhouettes readable.",
+        "identity_priority": [
+          "gesture",
+          "color-psychology",
+          "silhouette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Masaaki Yuasa rejects rigid model sheets in favor of elastic anatomy, surreal metaphors, and bold color psychology. Shapes melt, palettes shift with emotion, and backgrounds breathe. MuseoMorph treats the style as joyful experimentation while guarding against explicit shock or unsettling body horror.\n",
+      "artist": "Masaaki Yuasa",
+      "movement": "Experimental Auteur Animation",
+      "style_scope": "single-artist"
+    },
+    "mappa_modern_cinema": {
+      "id": "mappa_modern_cinema",
+      "group": "Anime",
+      "display_name": "MAPPA - Modern Cinematic Animation",
+      "file": "styles/anime/mappa.md",
+      "ratios": [
+        "16:9",
+        "2:3",
+        "3:4"
+      ],
+      "modes": [
+        "Modern portrait",
+        "Cinematic scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Stage supporting cast in cinematic thirds so the lead remains dominant.",
+        "identity_priority": [
+          "gesture",
+          "lighting",
+          "silhouette"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "MAPPA pushes sharp digital linework, saturated modern palettes, and film-style framing. MuseoMorph echoes that contemporary energy while keeping props original and wardrobe grounded.\n",
+      "artist": "MAPPA",
+      "movement": "MAPPA Modern Cinematic",
+      "style_scope": "movement"
+    },
+    "makoto_shinkai_photopoetry": {
+      "id": "makoto_shinkai_photopoetry",
+      "group": "Anime",
+      "display_name": "Makoto Shinkai - Photorealistic Poetry",
+      "file": "styles/anime/makoto_shinkai.md",
+      "ratios": [
+        "16:9",
+        "2:3",
+        "21:9"
+      ],
+      "modes": [
+        "Environmental portrait",
+        "Atmospheric scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Anchor the lead at a rule-of-thirds point while companions or props echo the horizon line.",
+        "identity_priority": [
+          "silhouette",
+          "gesture",
+          "lighting"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Makoto Shinkai paints luminous skies and hyper-detailed streets where light meets emotion. Filmic lens flares, blue-orange palettes, and realistic weather make every frame feel like a photograph touched by wonder. MuseoMorph keeps that atmosphere while ensuring props and stories remain original and safe.\n",
+      "artist": "Makoto Shinkai",
+      "movement": "Makoto Shinkai Environmental Poetry",
+      "style_scope": "single-artist"
+    },
+    "madhouse_character_precision": {
+      "id": "madhouse_character_precision",
+      "group": "Anime",
+      "display_name": "Madhouse - Precision Animation Excellence",
+      "file": "styles/anime/madhouse.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Character excellence",
+        "Psychological portrait"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 3,
+        "layout_hint": "Keep supporting figures in soft focus so the lead owns the frame.",
+        "identity_priority": [
+          "facial-planes",
+          "gesture",
+          "wardrobe"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Madhouse centers every cut on character nuance—mature proportions, film-quality expressions, and supportive atmospherics. MuseoMorph mirrors that craft while avoiding borrowed props and keeping ensembles modest.\n",
+      "artist": "Madhouse",
+      "movement": "Madhouse Character Excellence",
+      "style_scope": "movement"
+    },
+    "kyoto_animation_moe": {
+      "id": "kyoto_animation_moe",
+      "group": "Anime",
+      "display_name": "Kyoto Animation - Moe Perfection",
+      "file": "styles/anime/kyoto_animation.md",
+      "ratios": [
+        "2:3",
+        "4:5",
+        "16:9"
+      ],
+      "modes": [
+        "Character portrait",
+        "Slice-of-life"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 4,
+        "layout_hint": "Arrange friends in gentle arcs with props bridging interactions; keep eye lines aligned.",
+        "identity_priority": [
+          "eyes",
+          "silhouette",
+          "hairstyle"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Kyoto Animation pairs precise draftsmanship with soft lighting and heartfelt staging. Complex iris gradients, breezy fabric physics, and polished backgrounds deliver aspirational everyday life. MuseoMorph keeps that warmth while enforcing modern modesty and avoiding direct references to KyoAni franchises.\n",
+      "artist": "Kyoto Animation",
+      "movement": "Kyoto Animation Moe",
+      "style_scope": "movement"
+    },
+    "sergio_toppi_ornamental": {
+      "id": "sergio_toppi_ornamental",
+      "group": "European Comics",
+      "display_name": "Sergio Toppi — Ornamental Pen-and-Ink Mastery",
+      "file": "styles/european_comics/sergio_toppi_ornamental.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "1:1"
+      ],
+      "modes": [
+        "Ornamental Character",
+        "Pattern Mastery Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Sergio Toppi builds figures from tessellated ink, letting patterns, myths, and architecture fuse into towering portraits. His crosshatching orchestrates rhythm more than realism, elevating every cloak into a map of cultures. MuseoMorph keeps that documentary reverence while protecting modern sensitivities and originality.\n",
+      "artist": "Sergio Toppi",
+      "movement": "Italian Pen-and-Ink Ornaments",
+      "style_scope": "single-artist"
+    },
+    "philippe_druillet_baroque": {
+      "id": "philippe_druillet_baroque",
+      "group": "European Comics",
+      "display_name": "Philippe Druillet — Baroque Cosmic Horror",
+      "file": "styles/european_comics/philippe_druillet_baroque.md",
+      "ratios": [
+        "2:3",
+        "1:1",
+        "16:9"
+      ],
+      "modes": [
+        "Cosmic Baroque Character",
+        "Ornate Horror Architecture"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Philippe Druillet weaponizes ligne claire precision into maximalist cathedrals of sci-fi dread, drowning every panel in ornamental ink and saturated gouache. Lone Sloane and his cosmic adversaries stride through symmetrical mandalas, Lovecraftian engines, and blazing colour vaults. MuseoMorph preserves that metal-hurlant monumentality while keeping the iconography original and free of signatures or publisher marks.\n",
+      "artist": "Philippe Druillet",
+      "movement": "Métal Hurlant Cosmic Baroque",
+      "style_scope": "single-artist"
+    },
+    "morris_lucky_luke": {
+      "id": "morris_lucky_luke",
+      "group": "European Comics",
+      "display_name": "Morris — Lucky Luke Ligne Claire Comedy",
+      "file": "styles/european_comics/morris_lucky_luke.md",
+      "ratios": [
+        "2:3",
+        "4:3",
+        "16:9"
+      ],
+      "modes": [
+        "Western Cartoon Character",
+        "Comedy Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Morris translated the American West into elastic ligne claire humor—tall hats, whiplash lariats, and dust clouds rendered with animation timing. His pages juggle slapstick, silhouette clarity, and kid-safe pacing. We keep that breezy choreography while inventing new town signs and avoiding licensed cowboy clichés.\n",
+      "artist": "Morris",
+      "movement": "Franco-Belgian Western Cartoon",
+      "style_scope": "single-artist"
+    },
+    "moebius_ligne_claire": {
+      "id": "moebius_ligne_claire",
+      "group": "European Comics",
+      "display_name": "Moebius — Crystalline Ligne Claire",
+      "file": "styles/european_comics/moebius_ligne_claire.md",
+      "ratios": [
+        "2:3",
+        "16:9",
+        "3:4"
+      ],
+      "modes": [
+        "Crystalline Explorer",
+        "Weightless Wanderer"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Moebius turns deserts into metaphysical stages by stripping ink down to razor-clean outlines and flooding them with flat, luminous colour. His European album covers and Métal Hurlant spreads swing between vertical promenades and panoramic vista cards, always weightless and precise. This brief keeps that crystalline ligne claire discipline while banning logos, text overlays, and derivative iconography.\n",
+      "artist": "Jean Giraud (Moebius)",
+      "movement": "French Bande Dessinée Ligne Claire",
+      "style_scope": "single-artist"
+    },
+    "milo_manara_classical_watercolor": {
+      "id": "milo_manara_classical_watercolor",
+      "group": "European Comics",
+      "display_name": "Milo Manara — Classical Watercolor Illustration",
+      "file": "styles/european_comics/milo_manara_classical_watercolor.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Classical Figure Study",
+        "Renaissance Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Milo Manara paints Renaissance grace with inky confidence—transparent washes, sinuous poses, and architectural backdrops that glow. His figures feel sensual yet studied, grounded in classical proportion rather than shock value. We echo that elegance while ensuring attire, context, and gestures remain comfortably within MuseoMorph safety bands.\n",
+      "artist": "Milo Manara",
+      "movement": "Italian Classical Illustration",
+      "style_scope": "single-artist"
+    },
+    "juanjo_guarnido_anthro_noir": {
+      "id": "juanjo_guarnido_anthro_noir",
+      "group": "European Comics",
+      "display_name": "Juanjo Guarnido — Anthropomorphic Noir Realism",
+      "file": "styles/european_comics/juanjo_guarnido_anthro_noir.md",
+      "ratios": [
+        "17:22",
+        "16:9",
+        "3:4"
+      ],
+      "modes": [
+        "Noir Character",
+        "Atmospheric Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Juanjo Guarnido renders the Blacksad menagerie with Disney-calibrated anatomy, watercolor smoke, and 1950s grit. Every whisker, fedora, and neon reflection sells the noir mood without slipping into caricature. We keep that cinematic realism while ensuring new cases, new signage, and zero borrowed trademarks.\n",
+      "artist": "Juanjo Guarnido",
+      "movement": "Blacksad Anthropomorphic Noir",
+      "style_scope": "single-artist"
+    },
+    "jean_claude_mezieres_space_opera": {
+      "id": "jean_claude_mezieres_space_opera",
+      "group": "European Comics",
+      "display_name": "Jean-Claude Mézières — Retro-Futuristic Space Opera",
+      "file": "styles/european_comics/jean_claude_mezieres_space_opera.md",
+      "ratios": [
+        "2:3",
+        "16:9",
+        "3:4"
+      ],
+      "modes": [
+        "Space Opera Adventure",
+        "Retro-Futuristic Explorer"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Jean-Claude Mézières mapped the cosmos with buoyant Valérian adventures, pairing humanist explorers with gleaming retro-futuristic craft. His boards overflow with optimistic palettes, readable machinery, and bustling alien capitals that still feel welcoming. This recipe keeps that bright adventure spirit while forbidding recycled movie props or real-world insignia.\n",
+      "artist": "Jean-Claude Mézières",
+      "movement": "Franco-Belgian Space Opera",
+      "style_scope": "single-artist"
+    },
+    "hugo_pratt_brush_economy": {
+      "id": "hugo_pratt_brush_economy",
+      "group": "European Comics",
+      "display_name": "Hugo Pratt — Atmospheric Brush Economy",
+      "file": "styles/european_comics/hugo_pratt_brush_economy.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Contemplative Adventurer",
+        "Atmospheric Maritime"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Hugo Pratt lets black ink wander like wind over billowing sails, reducing Corto Maltese to a few decisive strokes and a wash of seawater grey. His panels balance silence, folklore, and maritime lore without clutter. This brief preserves that sparse brush poetry while keeping every insignia, vessel, and map safely fictional.\n",
+      "artist": "Hugo Pratt",
+      "movement": "Corto Maltese Maritime Adventure",
+      "style_scope": "single-artist"
+    },
+    "guido_crepax_psychedelic_noir": {
+      "id": "guido_crepax_psychedelic_noir",
+      "group": "European Comics",
+      "display_name": "Guido Crepax — Psychedelic Noir Sophistication",
+      "file": "styles/european_comics/guido_crepax_psychedelic_noir.md",
+      "ratios": [
+        "3:4",
+        "17:22",
+        "2:3"
+      ],
+      "modes": [
+        "Psychedelic Character",
+        "Fragmented Sequence"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Guido Crepax slices time into cinematic slivers—eyes, gloves, bobbed hair—floating inside op-art grids. His Valentina pages pivot between fashion illustration finesse and erotic noir tension without ever feeling gratuitous. We honor that adult sophistication while enforcing MuseoMorph safety and original set dressing.\n",
+      "artist": "Guido Crepax",
+      "movement": "Italian Psychedelic Noir",
+      "style_scope": "single-artist"
+    },
+    "francois_schuiten_impossible_cities": {
+      "id": "francois_schuiten_impossible_cities",
+      "group": "European Comics",
+      "display_name": "François Schuiten — Architectural Impossible Cities",
+      "file": "styles/european_comics/francois_schuiten_impossible_cities.md",
+      "ratios": [
+        "3:4",
+        "2:3",
+        "16:9"
+      ],
+      "modes": [
+        "Impossible Architecture",
+        "Vertical City Explorer"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "François Schuiten drafts entire civilizations as gothic-mechanical towers spiraling past plausible physics. Obscure Cities plates splice Art Nouveau ornament with vertiginous perspectives that pull viewers upward. We keep that meticulous ink and baffling scale while ensuring every structure, glyph, and citizen stays original to MuseoMorph.\n",
+      "artist": "François Schuiten",
+      "movement": "Les Cités Obscures Architectural Fantasy",
+      "style_scope": "single-artist"
+    },
+    "enki_bilal_painterly_decay": {
+      "id": "enki_bilal_painterly_decay",
+      "group": "European Comics",
+      "display_name": "Enki Bilal — Dystopian Painterly Realism",
+      "file": "styles/european_comics/enki_bilal_painterly_decay.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Weathered Character",
+        "Decay Environment"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Enki Bilal smears watercolor, gouache, and pencil into cold dystopian portraits where blue skin, ash, and rust grind together. His Franco-Belgian spreads hang on weathered faces, propaganda residue, and brutalist backdrops that feel lifted from a crumbling future. This brief keeps the mixed-media patina and political melancholy without inheriting specific characters or state iconography.\n",
+      "artist": "Enki Bilal",
+      "movement": "Franco-Belgian Graphic Novels",
+      "style_scope": "single-artist"
+    },
+    "albert_uderzo_asterix": {
+      "id": "albert_uderzo_asterix",
+      "group": "European Comics",
+      "display_name": "Albert Uderzo — Gallic Adventure Cartoon",
+      "file": "styles/european_comics/albert_uderzo_asterix.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "16:9"
+      ],
+      "modes": [
+        "Gallic Cartoon Character",
+        "Adventure Scene"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Albert Uderzo codified Gallic bravado with bulbous noses, elastic poses, and richly researched villages. His line keeps Disney snap but layers in archaeological detail and comedic timing. We channel that historic whimsy while inventing fresh quests and keeping the potion a safe abstraction.\n",
+      "artist": "Albert Uderzo",
+      "movement": "Franco-Belgian Historical Comedy",
+      "style_scope": "single-artist"
+    },
+    "norman_rockwell_american_storytelling": {
+      "id": "norman_rockwell_american_storytelling",
+      "group": "American Illustration",
+      "display_name": "Norman Rockwell — American Storytelling",
+      "file": "styles/american_illustration/norman_rockwell_american_storytelling.md",
+      "ratios": [
+        "2:3",
+        "3:4",
+        "1:1"
+      ],
+      "modes": [
+        "Cover Narrative",
+        "Anecdotal Vignette"
+      ],
+      "safety_profile": [
+        "no_nudity",
+        "no_gore",
+        "no_logos",
+        "no_watermarks",
+        "minors_modest",
+        "gender_respect"
+      ],
+      "multi_subject": {
+        "allowed": true,
+        "max_subjects": 6,
+        "layout_hint": "Stage everyday Americans in triangular storytelling arrangements with props anchoring the gag.",
+        "identity_priority": [
+          "expression",
+          "gesture",
+          "props"
+        ]
+      },
+      "sections_index": {
+        "1": "Core Instruction & Likeness Mandate",
+        "2": "Canvas Strategy & Aspect Ratio Control",
+        "3": "Style Context & Material Authenticity",
+        "4": "Technical Method & Mark-Making",
+        "5": "Wardrobe, Props & Setting Conventions",
+        "6": "Safety & IP Constraints (Hard Rules)",
+        "7": "Composition & Lighting Patterns",
+        "8": "Typography & Text Integration (If Historically Present)"
+      },
+      "about": "Rockwell choreographed small-town dramas with expressive faces, staged photography, and painterly polish. This card keeps his moral warmth and prop-rich storytelling while inventing new American moments.\n",
+      "artist": "Norman Rockwell",
+      "movement": "Saturday Evening Post Realism",
+      "style_scope": "single-artist"
+    }
+  }
+}
\ No newline at end of file
diff --git a/scripts/build-manifest.ts b/scripts/build-manifest.ts
index 4fa7073..adc2bb4 100644
--- a/scripts/build-manifest.ts
+++ b/scripts/build-manifest.ts
@@ -1,128 +1,164 @@
-// scripts/build-manifest.ts
-// Scans /styles/*.md → builds manifest.json with collections + style metadata.
-// Run: pnpm run build:manifest
-
-import fs from "node:fs";
-import path from "node:path";
-import matter from "gray-matter";
-import { glob } from "glob";
-
-type Manifest = {
-  collections: { id: string; styles: string[] }[];
-  styles: Record<
-    string,
-    {
-      id: string;
-      group: string;
-      display_name: string;
-      file: string;
-      ratios: string[];
-      modes: string[];
-      safety_profile: string[];
-      multi_subject?: {
-        allowed: boolean;
-        max_subjects?: number;
-        layout_hint?: string;
-        identity_priority?: string[];
-      };
-      sections_index: Record<string, string>;
-      about?: string;
-    }
-  >;
-};
-
-const REQUIRED_H2 = [
-  "## 1) Core Instruction & Likeness Mandate",
-  "## 2) Canvas Strategy & Aspect Ratio Control",
-  "## 3) Style Context & Material Authenticity",
-  "## 4) Technical Method & Mark-Making",
-  "## 5) Wardrobe, Props & Setting Conventions",
-  "## 6) Safety & IP Constraints (Hard Rules)",
-  "## 7) Composition & Lighting Patterns",
-  "## 8) Typography & Text Integration (If Historically Present)",
-];
-
-function extractH2Titles(md: string): Record<string, string> {
-  // builds a small map like {"1": "Core Instruction & Likeness Mandate", ...}
-  const lines = md.split(/\r?\n/);
-  const index: Record<string, string> = {};
-  for (const h of REQUIRED_H2) {
-    const m = h.match(/^##\s+(\d+)\)\s+(.*)$/);
-    if (!m) continue;
-    const key = m[1]; // "1"
-    const title = m[2]; // "Core Instruction..."
-    // Confirm this header exists in the document:
-    const exists = lines.some((ln) => ln.trim() === h.trim());
-    if (exists) index[key] = title;
-  }
-  return index;
-}
-
+// scripts/build-manifest.ts
+// Scans /styles/**/*.md → builds manifest.json with collections + style metadata.
+// Run: pnpm run build:manifest
+
+import fs from "node:fs";
+import path from "node:path";
+import matter from "gray-matter";
+import { glob } from "glob";
+
+type Manifest = {
+  collections: { id: string; styles: string[] }[];
+  styles: Record<
+    string,
+    {
+      id: string;
+      group: string;
+      display_name: string;
+      file: string;
+      artist?: string;
+      movement?: string;
+      style_scope?: string;
+      ratios: string[];
+      modes: string[];
+      safety_profile: string[];
+      multi_subject?: {
+        allowed: boolean;
+        max_subjects?: number;
+        layout_hint?: string;
+        identity_priority?: string[];
+      };
+      sections_index: Record<string, string>;
+      about?: string;
+    }
+  >;
+};
+
+const REQUIRED_H2 = [
+  "## 1) Core Instruction & Likeness Mandate",
+  "## 2) Canvas Strategy & Aspect Ratio Control",
+  "## 3) Style Context & Material Authenticity",
+  "## 4) Technical Method & Mark-Making",
+  "## 5) Wardrobe, Props & Setting Conventions",
+  "## 6) Safety & IP Constraints (Hard Rules)",
+  "## 7) Composition & Lighting Patterns",
+  "## 8) Typography & Text Integration (If Historically Present)",
+];
+
+function extractH2Titles(md: string): Record<string, string> {
+  // builds a small map like {"1": "Core Instruction & Likeness Mandate", ...}
+  const lines = md.split(/\r?\n/);
+  const index: Record<string, string> = {};
+  for (const h of REQUIRED_H2) {
+    const m = h.match(/^##\s+(\d+)\)\s+(.*)$/);
+    if (!m) continue;
+    const key = m[1]; // "1"
+    const title = m[2]; // "Core Instruction..."
+    // Confirm this header exists in the document:
+    const exists = lines.some((ln) => ln.trim() === h.trim());
+    if (exists) index[key] = title;
+  }
+  return index;
+}
+
 async function main() {
   const root = process.cwd();
   const stylesDir = path.join(root, "styles");
   const outPath = path.join(root, "manifest.json");
+  const publicDir = path.join(root, "public");
+  const publicOutPath = path.join(publicDir, "manifest.json");
 
   if (!fs.existsSync(stylesDir)) {
     throw new Error(`styles/ not found at ${stylesDir}`);
   }
-
-  const files = await glob("styles/*.md", { cwd: root, absolute: true, nodir: true });
-  const manifest: Manifest = { collections: [], styles: {} };
-  const collections = new Map<string, string[]>(); // group -> [ids]
-
+
+  const files = await glob("styles/**/*.md", { cwd: root, absolute: true, nodir: true });
+  const manifest: Manifest = { collections: [], styles: {} };
+  const collections = new Map<string, string[]>(); // group -> [ids]
+  let indexed = 0;
+  let skipped = 0;
+
   for (const abs of files) {
+    const rel = path.relative(root, abs);
     const base = path.basename(abs);
-    if (base.startsWith("_")) continue; // ignore template
-
-    const raw = fs.readFileSync(abs, "utf8");
-    const { data, content } = matter(raw);
-
-    // Minimal guards (full validation happens in validate-style.ts)
-    const id: string = data.id;
-    const group: string = data.group;
-    const display_name: string = data.display_name;
-    const ratios: string[] = data.ratios ?? [];
-    const modes: string[] = data.modes ?? [];
-    const safety_profile: string[] = data.safety_profile ?? [];
-    const multi_subject = data.multi_subject;
-    const about: string | undefined = data.about;
-
-    if (!id || !group || !display_name) {
-      console.warn(`⚠️  Skipping ${base}: missing id/group/display_name`);
+    if (base.startsWith("_")) {
+      console.log("INFO: " + rel + " (skipped template)");
+      skipped++;
       continue;
     }
 
-    const sections_index = extractH2Titles(content);
-
-    manifest.styles[id] = {
-      id,
-      group,
-      display_name,
-      file: path.relative(root, abs).replace(/\\/g, "/"),
-      ratios,
-      modes,
-      safety_profile,
-      multi_subject,
-      sections_index,
-      about,
-    };
-
-    if (!collections.has(group)) collections.set(group, []);
-    collections.get(group)!.push(id);
-  }
-
-  // Sort collections & styles for stable output
-  manifest.collections = [...collections.entries()]
-    .sort(([a], [b]) => a.localeCompare(b))
-    .map(([id, styles]) => ({ id, styles: styles.sort() }));
+    if (rel.includes(`${path.sep}archive${path.sep}`) || rel.startsWith(`archive${path.sep}`)) {
+      console.log("INFO: " + rel + " (skipped archive)");
+      skipped++;
+      continue;
+    }
 
+    const raw = fs.readFileSync(abs, "utf8");
+    const { data, content } = matter(raw);
+
+    // Minimal guards (full validation happens in validate-style.ts)
+    const id: string = data.id;
+    const group: string = data.group;
+    const display_name: string = data.display_name;
+    const ratios: string[] = data.ratios ?? [];
+    const modes: string[] = data.modes ?? [];
+    const safety_profile: string[] = data.safety_profile ?? [];
+    const multi_subject = data.multi_subject;
+    const about: string | undefined = data.about;
+
+    if (!id || !group || !display_name) {
+      console.warn(`⚠️  Skipping ${base}: missing id/group/display_name`);
+      skipped++;
+      continue;
+    }
+
+    const sections_index = extractH2Titles(content);
+
+    const entry: Manifest["styles"][string] = {
+      id,
+      group,
+      display_name,
+      file: rel.replace(/\\/g, "/"),
+      ratios,
+      modes,
+      safety_profile,
+      multi_subject,
+      sections_index,
+      about,
+    };
+
+    if (typeof data.artist === "string" && data.artist.trim()) {
+      entry.artist = data.artist;
+    }
+    if (typeof data.movement === "string" && data.movement.trim()) {
+      entry.movement = data.movement;
+    }
+    if (typeof data.style_scope === "string" && data.style_scope.trim()) {
+      entry.style_scope = data.style_scope;
+    }
+
+    manifest.styles[id] = entry;
+
+    if (!collections.has(group)) collections.set(group, []);
+    collections.get(group)!.push(id);
+    indexed++;
+  }
+
+  // Sort collections & styles for stable output
+  manifest.collections = [...collections.entries()]
+    .sort(([a], [b]) => a.localeCompare(b))
+    .map(([id, styles]) => ({ id, styles: styles.sort() }));
+
   // Pretty-print
   fs.writeFileSync(outPath, JSON.stringify(manifest, null, 2), "utf8");
+  fs.mkdirSync(publicDir, { recursive: true });
+  fs.writeFileSync(publicOutPath, JSON.stringify(manifest, null, 2), "utf8");
   console.log(`✅ Wrote ${path.relative(root, outPath)}`);
+  console.log(`✅ Wrote ${path.relative(root, publicOutPath)}`);
+  console.log("Indexed: " + indexed + "  Skipped: " + skipped + "  Collections: " + manifest.collections.length);
 }
-
-main().catch((err) => {
-  console.error("💥 build-manifest failed:", err);
-  process.exit(1);
-});
+
+main().catch((err) => {
+  console.error("💥 build-manifest failed:", err);
+  process.exit(1);
+});
diff --git a/scripts/schema.ts b/scripts/schema.ts
index 07289ef..4f985cc 100644
--- a/scripts/schema.ts
+++ b/scripts/schema.ts
@@ -1,50 +1,58 @@
-// scripts/schema.ts
-import { z } from "zod";
-
-export const AllowedSafety = [
-  "no_nudity",
-  "no_gore",
-  "no_logos",
-  "no_watermarks",
-  "minors_modest",
-  "gender_respect",
-] as const;
-
-export const ratioPattern = /^[1-9]\d*:[1-9]\d*$/;
-
-export const FrontmatterSchema = z.object({
-  id: z.string().min(1).regex(/^[a-z0-9_\-]+$/, "id should be lowercase/slug-like"),
-  group: z.string().min(1),
-  display_name: z.string().min(1),
-
-  ratios: z.array(z.string().regex(ratioPattern)).min(1),
-  modes: z.array(z.string().min(1)).min(1),
-
-  safety_profile: z.array(z.enum(AllowedSafety)).min(1),
-
-  multi_subject: z
-    .object({
-      allowed: z.boolean(),
-      max_subjects: z.number().int().positive().max(8).optional(),
-      layout_hint: z.string().min(1).optional(),
-      identity_priority: z.array(z.string().min(1)).optional(),
-    })
-    .optional(),
-
-  about: z.string().min(1, "Please include a short educational blurb (2–6 sentences)."),
-
-  notes: z.string().optional(),
-});
-
-export type Frontmatter = z.infer<typeof FrontmatterSchema>;
-
-export const REQUIRED_SECTIONS = [
-  "## 1) Core Instruction & Likeness Mandate",
-  "## 2) Canvas Strategy & Aspect Ratio Control",
-  "## 3) Style Context & Material Authenticity",
-  "## 4) Technical Method & Mark-Making",
-  "## 5) Wardrobe, Props & Setting Conventions",
-  "## 6) Safety & IP Constraints (Hard Rules)",
-  "## 7) Composition & Lighting Patterns",
-  "## 8) Typography & Text Integration (If Historically Present)",
-] as const;
+// scripts/schema.ts
+import { z } from "zod";
+
+export const AllowedSafety = [
+  "no_nudity",
+  "no_gore",
+  "no_logos",
+  "no_watermarks",
+  "minors_modest",
+  "gender_respect",
+] as const;
+
+export const ratioPattern = /^[1-9]\d*:[1-9]\d*$/;
+
+export const FrontmatterSchema = z.object({
+  id: z.string().min(1).regex(/^[a-z0-9_\-]+$/, "id should be lowercase/slug-like"),
+  group: z.string().min(1),
+  display_name: z.string().min(1),
+  artist: z.string().min(1).optional(),
+  movement: z.string().min(1).optional(),
+  style_scope: z.enum(["single-artist", "movement"]).default("single-artist"),
+
+  ratios: z.array(z.string().regex(ratioPattern)).min(1),
+  modes: z.array(z.string().min(1)).min(1),
+
+  safety_profile: z.array(z.enum(AllowedSafety)).min(1),
+
+  multi_subject: z
+    .object({
+      allowed: z.boolean(),
+      max_subjects: z.number().int().positive().max(8).optional(),
+      layout_hint: z.string().min(1).optional(),
+      identity_priority: z.array(z.string().min(1)).optional(),
+    })
+    .optional(),
+
+  about: z.string().min(1, "Please include a short educational blurb (2–6 sentences)."),
+
+  notes: z.string().optional(),
+
+  // NEW: Ratio review workflow
+  ratios_status: z.enum(["provisional", "approved"]).default("provisional"),
+  ratios_notes: z.string().min(10, "Explain your ratio choice (historical/format rationale).").optional(),
+});
+
+export type Frontmatter = z.infer<typeof FrontmatterSchema>;
+
+export const REQUIRED_SECTIONS = [
+  "## 1) Core Instruction & Likeness Mandate",
+  "## 2) Canvas Strategy & Aspect Ratio Control",
+  "## 3) Style Context & Material Authenticity",
+  "## 4) Technical Method & Mark-Making",
+  "## 5) Wardrobe, Props & Setting Conventions",
+  "## 6) Safety & IP Constraints (Hard Rules)",
+  "## 7) Composition & Lighting Patterns",
+  "## 8) Typography & Text Integration (If Historically Present)",
+] as const;
+
diff --git a/scripts/validate-style.ts b/scripts/validate-style.ts
index 333c208..4c210b5 100644
--- a/scripts/validate-style.ts
+++ b/scripts/validate-style.ts
@@ -1,87 +1,107 @@
-// scripts/validate-style.ts
-import fs from "node:fs";
-import path from "node:path";
-import matter from "gray-matter";
-import { glob } from "glob";
-import {
-  FrontmatterSchema,
-  REQUIRED_SECTIONS,
-  AllowedSafety,
-  ratioPattern,
-} from "./schema";
-
+// scripts/validate-style.ts
+import fs from "node:fs";
+import path from "node:path";
+import matter from "gray-matter";
+import { glob } from "glob";
+import {
+  FrontmatterSchema,
+  REQUIRED_SECTIONS,
+  AllowedSafety,
+  ratioPattern,
+} from "./schema";
+
 type Problem = { file: string; message: string };
 
-function hasAllSectionsInOrder(mdBody: string): { ok: boolean; problems: string[] } {
-  const problems: string[] = [];
-  let lastIndex = -1;
-
-  for (const heading of REQUIRED_SECTIONS) {
-    const idx = mdBody.indexOf(heading);
-    if (idx === -1) {
-      problems.push(`Missing required heading: "${heading}"`);
-      continue;
-    }
-    if (idx < lastIndex) {
-      problems.push(`Heading out of order: "${heading}"`);
-    }
-    lastIndex = idx;
-  }
-
-  return { ok: problems.length === 0, problems };
-}
-
-function checkEmptySections(mdBody: string): string[] {
-  // naive check: each section should have at least one non-empty line after it
-  const issues: string[] = [];
-  const headings = [...REQUIRED_SECTIONS];
-  const indices = headings.map(h => ({ h, i: mdBody.indexOf(h) }))
-    .filter(x => x.i !== -1)
-    .sort((a, b) => a.i - b.i);
-
-  for (let k = 0; k < indices.length; k++) {
-    const start = indices[k].i + indices[k].h.length;
-    const end = k + 1 < indices.length ? indices[k + 1].i : mdBody.length;
-    const sectionText = mdBody.slice(start, end).trim();
-    if (!sectionText || sectionText.length < 10) {
-      issues.push(`Section appears empty or too short after "${indices[k].h}"`);
-    }
-  }
-  return issues;
+function slugify(input: string): string {
+  return input
+    .toLowerCase()
+    .replace(/[^a-z0-9]+/g, "_")
+    .replace(/^_+|_+$/g, "");
 }
-
-async function main() {
-  const root = process.cwd();
-  const stylesDir = path.join(root, "styles");
-  if (!fs.existsSync(stylesDir)) {
-    console.error(`❌ styles/ directory not found at ${stylesDir}`);
-    process.exit(2);
-  }
-
-  const files = await glob("styles/*.md", { cwd: root, absolute: true, nodir: true });
+
+function hasAllSectionsInOrder(mdBody: string): { ok: boolean; problems: string[] } {
+  const problems: string[] = [];
+  let lastIndex = -1;
+
+  for (const heading of REQUIRED_SECTIONS) {
+    const idx = mdBody.indexOf(heading);
+    if (idx === -1) {
+      problems.push(`Missing required heading: "${heading}"`);
+      continue;
+    }
+    if (idx < lastIndex) {
+      problems.push(`Heading out of order: "${heading}"`);
+    }
+    lastIndex = idx;
+  }
+
+  return { ok: problems.length === 0, problems };
+}
+
+function checkEmptySections(mdBody: string): string[] {
+  // naive check: each section should have at least one non-empty line after it
+  const issues: string[] = [];
+  const headings = [...REQUIRED_SECTIONS];
+  const indices = headings.map(h => ({ h, i: mdBody.indexOf(h) }))
+    .filter(x => x.i !== -1)
+    .sort((a, b) => a.i - b.i);
+
+  for (let k = 0; k < indices.length; k++) {
+    const start = indices[k].i + indices[k].h.length;
+    const end = k + 1 < indices.length ? indices[k + 1].i : mdBody.length;
+    const sectionText = mdBody.slice(start, end).trim();
+    if (!sectionText || sectionText.length < 10) {
+      issues.push(`Section appears empty or too short after "${indices[k].h}"`);
+    }
+  }
+  return issues;
+}
+
+async function main() {
+  const root = process.cwd();
+  const stylesDir = path.join(root, "styles");
+  if (!fs.existsSync(stylesDir)) {
+    console.error(`❌ styles/ directory not found at ${stylesDir}`);
+    process.exit(2);
+  }
+
+  const files = await glob("styles/**/*.md", { cwd: root, absolute: true, nodir: true });
   const problems: Problem[] = [];
+  const warnings: Problem[] = [];
 
   if (files.length === 0) {
-    console.warn("⚠️  No style markdowns found in styles/*.md");
-    process.exit(0);
-  }
-
+    console.warn("⚠️  No style markdowns found in styles/**/*.md");
+    process.exit(0);
+  }
+
   for (const file of files) {
-    if (path.basename(file).startsWith("_")) continue; // ignore template
+    const rel = path.relative(root, file);
+    if (rel.includes(`${path.sep}archive${path.sep}`) || rel.startsWith(`archive${path.sep}`)) {
+      console.log("INFO: " + rel + " (skipped archive)");
+      continue;
+    }
+
+    const base = path.basename(file);
+    if (base.startsWith("_")) { // ignore template
+      console.log("INFO: " + rel + " (skipped template)");
+      continue;
+    }
     const raw = fs.readFileSync(file, "utf8");
     const { data, content } = matter(raw);
 
     // Frontmatter validation
     const parsed = FrontmatterSchema.safeParse(data);
     if (!parsed.success) {
+      const formatted = parsed.error.format();
+      const detail = formatted
+        ? JSON.stringify(formatted, null, 2)
+        : String(parsed.error);
       problems.push({
         file,
-        message: "Frontmatter invalid:\n" + parsed.error.format
-          ? JSON.stringify(parsed.error.format(), null, 2)
-          : String(parsed.error),
+        message: `Frontmatter invalid:\n${detail}`,
       });
-    } else {
-      // extra guardrails (tiny lints)
+    } else {
+      // extra guardrails (tiny lints)
       const fm = parsed.data;
       // unique id-ish check (best-effort; true uniqueness enforced in manifest step)
       if (!/^[a-z0-9_\-]+$/.test(fm.id)) {
@@ -97,20 +117,39 @@ async function main() {
           problems.push({ file, message: `Unknown safety rule "${s}"` });
         }
       }
-    }
 
-    // Sections presence & order
-    const order = hasAllSectionsInOrder(content);
-    if (!order.ok) {
-      problems.push({ file, message: order.problems.join("\n") });
-    }
+      const expectedDir = path.join("styles", slugify(fm.group));
+      const actualDir = path.dirname(rel).replace(/\\/g, "/");
+      if (!actualDir.startsWith(expectedDir)) {
+        problems.push({
+          file,
+          message: `Group "${fm.group}" should live under ${expectedDir}/ — found in ${actualDir}/`,
+        });
+      }
 
-    // Sections not empty (basic heuristic)
-    for (const issue of checkEmptySections(content)) {
-      problems.push({ file, message: issue });
+      if (typeof fm.artist === "string") {
+        const artist = fm.artist.trim();
+        if (artist && (artist.includes(",") || /\s(?:and|&|\+|x)\s/i.test(artist))) {
+          warnings.push({
+            file,
+            message: `Frontmatter.artist looks multi-artist ("${artist}"). Split styles per artist to avoid mixing voices.`,
+          });
+        }
+      }
     }
-  }
-
+
+    // Sections presence & order
+    const order = hasAllSectionsInOrder(content);
+    if (!order.ok) {
+      problems.push({ file, message: order.problems.join("\n") });
+    }
+
+    // Sections not empty (basic heuristic)
+    for (const issue of checkEmptySections(content)) {
+      problems.push({ file, message: issue });
+    }
+  }
+
   if (problems.length) {
     console.error(`\n❌ Validation failed for ${problems.length} issue(s):\n`);
     for (const p of problems) {
@@ -119,10 +158,17 @@ async function main() {
     process.exit(1);
   }
 
-  console.log("✅ All style markdowns passed validation.");
-}
+  if (warnings.length) {
+    console.warn(`\n⚠️  Validation warnings (${warnings.length}):\n`);
+    for (const w of warnings) {
+      console.warn(`• ${path.relative(root, w.file)}\n  ${w.message}\n`);
+    }
+  }
 
-main().catch((e) => {
-  console.error("💥 Validator crashed:", e);
-  process.exit(3);
-});
+  console.log("✅ All style markdowns passed validation.");
+}
+
+main().catch((e) => {
+  console.error("💥 Validator crashed:", e);
+  process.exit(3);
+});
diff --git a/src-tauri/.gitignore b/src-tauri/.gitignore
new file mode 100644
index 0000000..502406b
--- /dev/null
+++ b/src-tauri/.gitignore
@@ -0,0 +1,4 @@
+# Generated by Cargo
+# will have compiled files and executables
+/target/
+/gen/schemas
diff --git a/src-tauri/Cargo.lock b/src-tauri/Cargo.lock
new file mode 100644
index 0000000..78177e3
--- /dev/null
+++ b/src-tauri/Cargo.lock
@@ -0,0 +1,4749 @@
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+version = "0.11.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5b96237efa0c878c64bd89c436f661be4e46b2f3eff1ebb976f7ef2321d2f58f"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
diff --git a/src-tauri/Cargo.toml b/src-tauri/Cargo.toml
new file mode 100644
index 0000000..4a08d8f
--- /dev/null
+++ b/src-tauri/Cargo.toml
@@ -0,0 +1,19 @@
+[package]
+name = "museomorph"
+version = "0.1.0"
+description = "MuseoMorph desktop art lab"
+authors = ["MuseoMorph Contributors"]
+edition = "2021"
+rust-version = "1.77.2"
+
+[lib]
+name = "museomorph_app"
+crate-type = ["staticlib", "cdylib", "rlib"]
+
+[build-dependencies]
+tauri-build = { version = "2.4.1", features = [] }
+
+[dependencies]
+serde = { version = "1.0", features = ["derive"] }
+serde_json = "1.0"
+tauri = { version = "2.4.1", features = [] }
diff --git a/src-tauri/build.rs b/src-tauri/build.rs
new file mode 100644
index 0000000..795b9b7
--- /dev/null
+++ b/src-tauri/build.rs
@@ -0,0 +1,3 @@
+fn main() {
+  tauri_build::build()
+}
diff --git a/src-tauri/capabilities/default.json b/src-tauri/capabilities/default.json
new file mode 100644
index 0000000..c135d7f
--- /dev/null
+++ b/src-tauri/capabilities/default.json
@@ -0,0 +1,11 @@
+{
+  "$schema": "../gen/schemas/desktop-schema.json",
+  "identifier": "default",
+  "description": "enables the default permissions",
+  "windows": [
+    "main"
+  ],
+  "permissions": [
+    "core:default"
+  ]
+}
diff --git a/src-tauri/icons/128x128.png b/src-tauri/icons/128x128.png
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diff --git a/src-tauri/icons/StoreLogo.png b/src-tauri/icons/StoreLogo.png
new file mode 100644
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diff --git a/src-tauri/icons/icon.icns b/src-tauri/icons/icon.icns
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diff --git a/src-tauri/icons/icon.ico b/src-tauri/icons/icon.ico
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diff --git a/src-tauri/icons/icon.png b/src-tauri/icons/icon.png
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diff --git a/src-tauri/src/lib.rs b/src-tauri/src/lib.rs
new file mode 100644
index 0000000..549a1cb
--- /dev/null
+++ b/src-tauri/src/lib.rs
@@ -0,0 +1,207 @@
+use base64::engine::general_purpose::STANDARD as Base64Standard;
+use base64::Engine as _;
+use keyring::{Entry, Error as KeyringError};
+use reqwest::StatusCode;
+use serde::{Deserialize, Serialize};
+use serde_json::json;
+
+type Result<T> = std::result::Result<T, String>;
+
+const KEYCHAIN_SERVICE: &str = "MuseoMorph";
+const KEYCHAIN_ACCOUNT: &str = "NanoBanana";
+const NANOBANANA_MODEL: &str = "gemini-2.5-flash-image";
+
+#[derive(Deserialize)]
+#[serde(rename_all = "camelCase")]
+struct UploadPayload {
+    name: String,
+    mime_type: String,
+    data_base64: String,
+}
+
+#[derive(Deserialize)]
+#[serde(rename_all = "camelCase")]
+struct RatioDecisionPayload {
+    requested: String,
+    chosen: String,
+    orientation: String,
+    reason: String,
+    requested_value: f64,
+    chosen_value: f64,
+    resolution: [u32; 2],
+    token_cost: u32,
+}
+
+#[derive(Deserialize)]
+#[serde(rename_all = "camelCase")]
+struct GenerateArtworkRequest {
+    prompt: String,
+    ratio: String,
+    ratio_decision: RatioDecisionPayload,
+    mode: Option<String>,
+    subject_count: u32,
+    user_directives: Vec<String>,
+    uploads: Vec<UploadPayload>,
+    additional_context: Option<String>,
+}
+
+#[derive(Serialize)]
+#[serde(rename_all = "camelCase")]
+struct GenerateArtworkResponse {
+    image_base64: String,
+    mime_type: String,
+    ratio_used: String,
+    token_cost: u32,
+    debug: serde_json::Value,
+}
+
+fn key_entry() -> Result<Entry> {
+    Entry::new(KEYCHAIN_SERVICE, KEYCHAIN_ACCOUNT).map_err(|err| err.to_string())
+}
+
+fn get_stored_api_key() -> Result<String> {
+    match key_entry()?.get_password() {
+        Ok(value) => Ok(value),
+        Err(KeyringError::NoEntry) => Err("NanoBanana API key not configured".to_string()),
+        Err(err) => Err(err.to_string()),
+    }
+}
+
+#[tauri::command]
+fn store_nanobanana_api_key(key: String) -> Result<()> {
+    key_entry()?
+        .set_password(&key)
+        .map_err(|err| err.to_string())
+}
+
+#[tauri::command]
+fn load_nanobanana_api_key() -> Result<Option<String>> {
+    match key_entry()?.get_password() {
+        Ok(value) => Ok(Some(value)),
+        Err(KeyringError::NoEntry) => Ok(None),
+        Err(err) => Err(err.to_string()),
+    }
+}
+
+#[tauri::command]
+fn clear_nanobanana_api_key() -> Result<()> {
+    match key_entry()?.delete_password() {
+        Ok(()) | Err(KeyringError::NoEntry) => Ok(()),
+        Err(err) => Err(err.to_string()),
+    }
+}
+
+#[tauri::command]
+async fn generate_nanobanana_image(
+    request: GenerateArtworkRequest,
+) -> Result<GenerateArtworkResponse> {
+    let api_key = get_stored_api_key()?;
+
+    let mut parts = vec![json!({ "text": request.prompt })];
+    for upload in &request.uploads {
+        Base64Standard
+            .decode(upload.data_base64.as_bytes())
+            .map_err(|err| format!("Invalid base64 data for {}: {}", upload.name, err))?;
+
+        parts.push(json!({
+            "inlineData": {
+                "mimeType": upload.mime_type,
+                "data": upload.data_base64,
+            }
+        }));
+    }
+
+    let payload = json!({
+        "model": NANOBANANA_MODEL,
+        "contents": [
+            {
+                "role": "user",
+                "parts": parts,
+            }
+        ]
+    });
+
+    let url = format!(
+        "https://generativelanguage.googleapis.com/v1beta/models/{}:generateContent?key={}",
+        NANOBANANA_MODEL, api_key
+    );
+
+    let client = reqwest::Client::new();
+    let response = client
+        .post(url)
+        .json(&payload)
+        .send()
+        .await
+        .map_err(|err| err.to_string())?;
+
+    let status = response.status();
+    let body: serde_json::Value = response.json().await.map_err(|err| err.to_string())?;
+
+    if status != StatusCode::OK {
+        let message = body
+            .get("error")
+            .and_then(|v| v.get("message"))
+            .and_then(|v| v.as_str())
+            .unwrap_or("NanoBanana request failed");
+        return Err(format!(
+            "NanoBanana error ({}): {}",
+            status.as_u16(),
+            message
+        ));
+    }
+
+    let candidate = body
+        .get("candidates")
+        .and_then(|value| value.as_array())
+        .and_then(|arr| arr.first())
+        .ok_or_else(|| "NanoBanana response missing candidates".to_string())?;
+
+    let part = candidate
+        .get("content")
+        .and_then(|content| content.get("parts"))
+        .and_then(|parts| parts.as_array())
+        .and_then(|parts| parts.iter().find(|part| part.get("inlineData").is_some()))
+        .ok_or_else(|| "NanoBanana response missing inline image data".to_string())?;
+
+    let inline = part
+        .get("inlineData")
+        .ok_or_else(|| "NanoBanana response missing inline image data".to_string())?;
+
+    let data = inline
+        .get("data")
+        .and_then(|value| value.as_str())
+        .ok_or_else(|| "NanoBanana response missing image payload".to_string())?;
+
+    let mime_type = inline
+        .get("mimeType")
+        .and_then(|value| value.as_str())
+        .unwrap_or("image/png");
+
+    Ok(GenerateArtworkResponse {
+        image_base64: data.to_string(),
+        mime_type: mime_type.to_string(),
+        ratio_used: request.ratio.clone(),
+        token_cost: request.ratio_decision.token_cost,
+        debug: json!({
+            "requested_ratio": request.ratio_decision.requested,
+            "chosen_ratio": request.ratio_decision.chosen,
+            "reason": request.ratio_decision.reason,
+            "mode": request.mode,
+            "subject_count": request.subject_count,
+            "user_directives": request.user_directives,
+        }),
+    })
+}
+
+#[cfg_attr(mobile, tauri::mobile_entry_point)]
+pub fn run() {
+    tauri::Builder::default()
+        .invoke_handler(tauri::generate_handler![
+            store_nanobanana_api_key,
+            load_nanobanana_api_key,
+            clear_nanobanana_api_key,
+            generate_nanobanana_image
+        ])
+        .run(tauri::generate_context!())
+        .expect("error while running MuseoMorph");
+}
diff --git a/src-tauri/src/main.rs b/src-tauri/src/main.rs
new file mode 100644
index 0000000..b79458f
--- /dev/null
+++ b/src-tauri/src/main.rs
@@ -0,0 +1,5 @@
+#![cfg_attr(not(debug_assertions), windows_subsystem = "windows")]
+
+fn main() {
+  museomorph_app::run();
+}
diff --git a/src-tauri/tauri.conf.json b/src-tauri/tauri.conf.json
new file mode 100644
index 0000000..176bcd5
--- /dev/null
+++ b/src-tauri/tauri.conf.json
@@ -0,0 +1,29 @@
+{
+  "$schema": "https://schema.tauri.app/config/2",
+  "productName": "MuseoMorph",
+  "version": "0.1.0",
+  "identifier": "app.museomorph.desktop",
+  "build": {
+    "frontendDist": "../dist",
+    "devUrl": "http://localhost:5173",
+    "beforeDevCommand": "pnpm run dev",
+    "beforeBuildCommand": "pnpm run build"
+  },
+  "app": {
+    "windows": [
+      {
+        "title": "MuseoMorph",
+        "width": 1200,
+        "height": 800,
+        "resizable": true,
+        "fullscreen": false
+      }
+    ],
+    "security": {
+      "csp": null
+    }
+  },
+  "bundle": {
+    "active": false
+  }
+}
diff --git a/src/App.css b/src/App.css
new file mode 100644
index 0000000..3a1c6c2
--- /dev/null
+++ b/src/App.css
@@ -0,0 +1,1498 @@
+.app-shell {
+  min-height: 100vh;
+  display: flex;
+  flex-direction: column;
+  background: var(--color-background);
+}
+
+.app-main {
+  flex: 1;
+  display: flex;
+  flex-direction: column;
+  gap: 96px;
+  padding-bottom: 120px;
+}
+
+.sr-only {
+  position: absolute;
+  width: 1px;
+  height: 1px;
+  padding: 0;
+  margin: -1px;
+  overflow: hidden;
+  clip: rect(0, 0, 0, 0);
+  white-space: nowrap;
+  border: 0;
+}
+
+.museum-nav {
+  position: sticky;
+  top: 0;
+  z-index: 10;
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 24px 48px;
+  background: var(--color-nav);
+  backdrop-filter: blur(6px);
+  border-bottom: 1px solid var(--color-border);
+}
+
+.nav-brand {
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+  cursor: pointer;
+}
+
+.nav-brand:focus {
+  outline: 2px solid var(--color-accent);
+  outline-offset: 4px;
+}
+
+.brand-mark {
+  font-family: var(--font-serif);
+  font-size: 1.5rem;
+  letter-spacing: 0.08em;
+  text-transform: uppercase;
+}
+
+.brand-sub {
+  font-size: 0.8rem;
+  text-transform: uppercase;
+  letter-spacing: 0.24em;
+  color: var(--color-muted);
+}
+
+.nav-links {
+  display: flex;
+  gap: 20px;
+  align-items: center;
+}
+
+.nav-links button,
+.nav-links a {
+  border: none;
+  background: none;
+  padding: 8px 0;
+  font-size: 0.95rem;
+  font-weight: 500;
+  letter-spacing: 0.04em;
+  text-transform: uppercase;
+  cursor: pointer;
+}
+
+.nav-secondary {
+  border: 1px solid var(--color-border);
+  background: transparent;
+  color: var(--color-ink);
+  padding: 8px 16px;
+  border-radius: 999px;
+  font-weight: 600;
+  letter-spacing: 0.02em;
+  cursor: pointer;
+  margin-right: 12px;
+}
+
+:root[data-theme='dark'] .nav-secondary {
+  color: #f6f2eb;
+  border-color: rgba(246, 242, 235, 0.4);
+}
+
+.nav-secondary:hover:not(:disabled) {
+  border-color: var(--color-accent);
+  color: var(--color-accent);
+}
+
+.nav-secondary:disabled {
+  opacity: 0.6;
+  cursor: not-allowed;
+}
+
+.modal-backdrop {
+  position: fixed;
+  inset: 0;
+  background: rgba(4, 4, 4, 0.8);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  padding: 24px;
+  z-index: 150;
+}
+
+.modal-panel {
+  width: min(480px, calc(100vw - 48px));
+  background: #fffaf1;
+  border-radius: 24px;
+  padding: 28px;
+  box-shadow: 0 20px 60px rgba(0, 0, 0, 0.35);
+  display: flex;
+  flex-direction: column;
+  gap: 20px;
+  color: var(--color-ink);
+}
+
+:root[data-theme='dark'] .modal-panel {
+  background: rgba(15, 15, 15, 0.95);
+  color: #f6f2eb;
+}
+
+.modal-description {
+  margin: 4px 0 0;
+  color: var(--color-muted);
+  font-size: 0.95rem;
+  line-height: 1.6;
+}
+
+.modal-field {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+}
+
+.modal-field span {
+  text-transform: uppercase;
+  letter-spacing: 0.14em;
+  font-size: 0.75rem;
+  color: var(--color-muted);
+}
+
+.modal-field input {
+  border: 1px solid var(--color-border);
+  border-radius: 12px;
+  padding: 12px;
+  font-size: 1rem;
+  background: var(--color-panel);
+  color: var(--color-ink);
+}
+
+.modal-actions {
+  display: flex;
+  gap: 12px;
+  flex-wrap: wrap;
+}
+
+.modal-actions button {
+  border: 1px solid var(--color-border);
+  background: var(--color-panel, #fff);
+  padding: 10px 20px;
+  border-radius: 999px;
+  cursor: pointer;
+  font-weight: 600;
+  letter-spacing: 0.05em;
+  color: var(--color-ink);
+}
+
+.modal-actions button:disabled {
+  opacity: 0.6;
+  cursor: not-allowed;
+}
+
+:root[data-theme='dark'] .modal-actions button {
+  background: rgba(246, 242, 235, 0.9);
+  color: #111;
+}
+
+.modal-status {
+  font-size: 0.9rem;
+  color: var(--color-muted);
+}
+
+.modal-status.error {
+  color: #b2002d;
+}
+
+.nav-links button:hover,
+.nav-links a:hover {
+  color: var(--color-accent);
+}
+
+.nav-cta {
+  border: 1px solid var(--color-accent);
+  background: var(--color-accent);
+  color: #fff;
+  padding: 10px 20px;
+  border-radius: 999px;
+  font-weight: 600;
+  letter-spacing: 0.04em;
+  text-transform: uppercase;
+  cursor: pointer;
+  transition: transform 150ms ease;
+}
+
+.nav-cta:hover {
+  transform: translateY(-1px);
+}
+
+.theme-toggle {
+  border: none;
+  background: transparent;
+  font-size: 1.4rem;
+  cursor: pointer;
+  margin-right: 16px;
+  color: var(--color-ink);
+}
+
+
+.museum-hero {
+  padding: 0;
+}
+
+.hero-immersive {
+  position: relative;
+  display: flex;
+  align-items: center;
+  min-height: clamp(520px, 70vh, 760px);
+  padding: 0 clamp(48px, 12vw, 160px);
+  overflow: hidden;
+}
+
+.hero-eyebrow {
+  text-transform: uppercase;
+  letter-spacing: 0.3em;
+  color: rgba(252, 247, 236, 0.78);
+  font-size: 0.8rem;
+  margin: 0;
+}
+
+.hero-immersive h1 {
+  font-family: var(--font-serif);
+  font-size: clamp(2.5rem, 4vw, 3.75rem);
+  margin: 0;
+  line-height: 1.15;
+  color: #fdf7e8;
+  text-shadow: 0 4px 24px rgba(0, 0, 0, 0.32);
+}
+
+.hero-immersive p {
+  font-size: 1.05rem;
+  line-height: 1.65;
+  margin: 0;
+  max-width: 560px;
+  color: rgba(255, 246, 232, 0.86);
+}
+
+.hero-actions {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 16px;
+  margin-top: 12px;
+}
+
+.hero-actions .primary,
+.hero-actions .secondary {
+  border-radius: 999px;
+  padding: 12px 28px;
+  font-size: 0.95rem;
+  font-weight: 600;
+  letter-spacing: 0.08em;
+  text-transform: uppercase;
+  cursor: pointer;
+  border: 1px solid transparent;
+}
+
+.hero-actions .primary {
+  background: var(--color-accent);
+  color: #fff;
+  border-color: var(--color-accent);
+}
+
+.hero-actions .primary:hover {
+  box-shadow: 0 14px 24px rgba(139, 111, 61, 0.2);
+}
+
+.hero-actions .secondary {
+  background: transparent;
+  color: var(--color-accent);
+  border-color: var(--color-accent);
+}
+
+.hero-visual {
+  position: absolute;
+  inset: 0;
+  overflow: hidden;
+}
+
+.hero-visual img {
+  width: 100%;
+  height: 100%;
+  object-fit: cover;
+  object-position: top center;
+  position: absolute;
+  inset: 0;
+  opacity: 0;
+  transition: opacity 1.6s ease;
+}
+
+.hero-visual img.is-active {
+  opacity: 1;
+}
+
+.hero-visual__overlay {
+  position: absolute;
+  inset: 0;
+  background: linear-gradient(120deg, rgba(10, 8, 4, 0.7) 0%, rgba(10, 8, 4, 0.35) 45%, rgba(10, 8, 4, 0.16) 100%);
+}
+
+.hero-copy {
+  position: relative;
+  max-width: 520px;
+  display: flex;
+  flex-direction: column;
+  gap: 18px;
+  z-index: 1;
+}
+
+.hero-meta {
+  position: absolute;
+  bottom: clamp(24px, 8vh, 80px);
+  right: clamp(24px, 6vw, 120px);
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  align-items: flex-end;
+  color: rgba(249, 243, 230, 0.92);
+  text-shadow: 0 3px 16px rgba(0, 0, 0, 0.4);
+  z-index: 1;
+}
+
+.hero-meta__badge {
+  border: 1px solid rgba(249, 243, 230, 0.24);
+  padding: 8px 16px;
+  border-radius: 999px;
+  letter-spacing: 0.18em;
+  text-transform: uppercase;
+  font-size: 0.75rem;
+}
+
+.hero-meta__caption {
+  font-family: var(--font-serif);
+  font-size: 1rem;
+  max-width: 280px;
+  text-align: right;
+}
+
+.panel-badge {
+  align-self: flex-start;
+  font-size: 0.85rem;
+  letter-spacing: 0.12em;
+  text-transform: uppercase;
+  background: rgba(255, 255, 255, 0.92);
+  padding: 10px 18px;
+  border-radius: 999px;
+  border: 1px solid rgba(139, 111, 61, 0.32);
+}
+
+.hero-gallery {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(160px, 1fr));
+  gap: 16px;
+}
+
+.hero-gallery figure {
+  margin: 0;
+  display: flex;
+  flex-direction: column;
+  gap: 10px;
+  border-radius: 18px;
+  overflow: hidden;
+  background: rgba(255, 255, 255, 0.88);
+  border: 1px solid rgba(139, 111, 61, 0.16);
+  box-shadow: 0 18px 36px rgba(47, 37, 21, 0.12);
+}
+
+.hero-gallery img {
+  width: 100%;
+  height: 170px;
+  object-fit: cover;
+  display: block;
+}
+
+.hero-gallery figcaption {
+  font-size: 0.82rem;
+  letter-spacing: 0.1em;
+  text-transform: uppercase;
+  padding: 0 16px 14px;
+  color: var(--color-muted);
+}
+
+.panel-caption {
+  font-family: var(--font-serif);
+  font-size: 1.05rem;
+  line-height: 1.6;
+  color: rgba(47, 37, 21, 0.78);
+}
+
+.collection-gallery {
+  padding: 0 11vw;
+}
+
+.search-panel {
+  padding: 0 11vw;
+  display: grid;
+  gap: 12px;
+}
+
+.search-panel h2 {
+  font-family: var(--font-serif);
+  font-size: 2rem;
+  margin: 0;
+}
+
+.search-panel p {
+  margin: 8px 0 0;
+  color: var(--color-muted);
+}
+
+.search-input {
+  margin-top: 18px;
+  background: var(--color-panel);
+  border-radius: 999px;
+  border: 1px solid var(--color-border);
+  display: flex;
+  align-items: center;
+  padding: 10px 18px;
+  gap: 12px;
+  max-width: 640px;
+  box-shadow: 0 18px 28px rgba(47, 37, 21, 0.08);
+}
+
+.search-input span {
+  font-size: 1.1rem;
+}
+
+.search-input input {
+  flex: 1;
+  border: none;
+  outline: none;
+  font-size: 1rem;
+  background: transparent;
+  font-family: var(--font-sans);
+}
+
+.search-input input::placeholder {
+  color: rgba(31, 31, 31, 0.36);
+}
+
+.search-input button {
+  border: none;
+  background: transparent;
+  font-size: 1.4rem;
+  cursor: pointer;
+  color: rgba(31, 31, 31, 0.36);
+}
+
+.search-results {
+  padding: 40px 11vw 0;
+  display: flex;
+  flex-direction: column;
+  gap: 24px;
+}
+
+.search-results header h2 {
+  margin: 0;
+  font-family: var(--font-serif);
+  font-size: 1.8rem;
+}
+
+.search-results header p {
+  margin: 6px 0 0;
+  color: var(--color-muted);
+}
+
+.gallery-heading {
+  display: flex;
+  flex-direction: column;
+  gap: 12px;
+  max-width: 680px;
+}
+
+.collection-gallery h2 {
+  font-family: var(--font-serif);
+  font-size: 2.3rem;
+  margin: 0;
+}
+
+.collection-gallery p {
+  margin: 0;
+  color: var(--color-muted);
+  line-height: 1.6;
+}
+
+.collection-grid {
+  margin-top: 40px;
+  display: grid;
+  gap: 28px;
+  grid-template-columns: repeat(auto-fit, minmax(260px, 1fr));
+}
+
+.collection-card {
+  border-radius: 28px;
+  overflow: hidden;
+  background: var(--color-panel);
+  border: 1px solid var(--color-border);
+  box-shadow: 0 16px 36px rgba(47, 37, 21, 0.1);
+  display: flex;
+  flex-direction: column;
+  cursor: pointer;
+  transition: transform 220ms ease, box-shadow 220ms ease;
+}
+
+.collection-card:focus-visible,
+.style-card:focus-visible {
+  outline: 2px solid var(--color-accent);
+  outline-offset: 4px;
+}
+
+.collection-card:hover {
+  transform: translateY(-8px);
+  box-shadow: 0 28px 48px rgba(47, 37, 21, 0.14);
+}
+
+.collection-card__art {
+  position: relative;
+  aspect-ratio: 4 / 3;
+  overflow: hidden;
+}
+
+.collection-card__art img {
+  width: 100%;
+  height: 100%;
+  object-fit: cover;
+  transition: transform 320ms ease;
+}
+
+.collection-card:hover .collection-card__art img {
+  transform: scale(1.05);
+}
+
+.collection-card__overlay {
+  position: absolute;
+  inset: 0;
+  display: flex;
+  flex-direction: column;
+  justify-content: flex-end;
+  gap: 10px;
+  padding: 28px;
+  background: linear-gradient(180deg, rgba(10, 8, 4, 0) 20%, rgba(10, 8, 4, 0.72) 100%);
+  color: #fdf7e8;
+}
+
+.collection-card__overlay h3 {
+  margin: 0;
+  font-family: var(--font-serif);
+  font-size: 1.6rem;
+}
+
+.collection-card__overlay span {
+  text-transform: uppercase;
+  letter-spacing: 0.16em;
+  font-size: 0.75rem;
+}
+
+.collection-card__cta {
+  padding: 16px 24px;
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  gap: 12px;
+  font-weight: 600;
+  letter-spacing: 0.08em;
+  text-transform: uppercase;
+  color: var(--color-accent);
+}
+
+.collection-card__cta::after {
+  content: '→';
+}
+
+.collection-detail {
+  padding: 0 11vw;
+  display: flex;
+  flex-direction: column;
+  gap: 32px;
+}
+
+.collection-detail header h2 {
+  font-family: var(--font-serif);
+  font-size: 2.4rem;
+  margin: 12px 0 8px;
+}
+
+.collection-detail header p {
+  margin: 0;
+  color: var(--color-muted);
+}
+
+.backlink {
+  border: none;
+  background: none;
+  color: var(--color-accent);
+  font-weight: 600;
+  cursor: pointer;
+  text-transform: uppercase;
+  letter-spacing: 0.12em;
+  align-self: flex-start;
+}
+
+.style-grid {
+  display: grid;
+  gap: 24px;
+  grid-template-columns: repeat(auto-fit, minmax(280px, 1fr));
+}
+
+.style-card {
+  background: var(--color-panel);
+  border-radius: 24px;
+  padding: 28px;
+  border: 1px solid var(--color-border);
+  display: flex;
+  flex-direction: column;
+  gap: 18px;
+  cursor: pointer;
+  transition: transform 180ms ease, box-shadow 180ms ease;
+}
+
+.style-card:hover {
+  transform: translateY(-4px);
+  box-shadow: 0 20px 40px rgba(47, 37, 21, 0.12);
+}
+
+.style-card__header {
+  display: flex;
+  flex-direction: column;
+  gap: 6px;
+}
+
+.style-card__header h3 {
+  margin: 0;
+  font-size: 1.35rem;
+  font-family: var(--font-serif);
+}
+
+.style-group {
+  text-transform: uppercase;
+  letter-spacing: 0.18em;
+  font-size: 0.75rem;
+  color: var(--color-muted);
+}
+
+.style-about {
+  margin: 0;
+  color: var(--color-muted);
+  line-height: 1.55;
+}
+
+.style-meta {
+  display: grid;
+  gap: 16px;
+  grid-template-columns: repeat(auto-fit, minmax(140px, 1fr));
+}
+
+.meta-label {
+  display: block;
+  font-size: 0.75rem;
+  text-transform: uppercase;
+  letter-spacing: 0.18em;
+  color: var(--color-muted);
+  margin-bottom: 8px;
+}
+
+.meta-chips {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 8px;
+}
+
+.chip {
+  display: inline-flex;
+  align-items: center;
+  padding: 6px 12px;
+  border-radius: 999px;
+  background: var(--color-accent);
+  color: #fff;
+  font-size: 0.82rem;
+  letter-spacing: 0.08em;
+}
+
+.chip--subtle {
+  background: var(--color-accent-soft);
+  color: var(--color-accent);
+}
+
+.style-link {
+  font-size: 0.9rem;
+  text-transform: uppercase;
+  letter-spacing: 0.16em;
+  color: var(--color-accent);
+}
+
+.style-detail {
+  padding: 0 11vw;
+  display: flex;
+  flex-direction: column;
+  gap: 32px;
+}
+
+.style-detail__header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+}
+
+.style-detail__header h1 {
+  font-family: var(--font-serif);
+  font-size: clamp(2.6rem, 4vw, 3.6rem);
+  margin: 12px 0;
+}
+
+.style-eyebrow {
+  margin: 0;
+  letter-spacing: 0.26em;
+  text-transform: uppercase;
+  font-size: 0.8rem;
+  color: var(--color-muted);
+}
+
+.style-detail__meta {
+  margin: 0 0 12px;
+  font-weight: 500;
+  color: var(--color-muted);
+}
+
+.style-detail__meta span + span {
+  margin-left: 4px;
+}
+
+.style-detail__about {
+  font-size: 1.05rem;
+  line-height: 1.65;
+  color: var(--color-muted);
+  max-width: 720px;
+}
+
+.style-body {
+  display: grid;
+  gap: 48px;
+  grid-template-columns: 260px minmax(0, 1fr);
+  align-items: start;
+}
+
+.style-toc {
+  position: sticky;
+  top: 140px;
+  background: var(--color-panel);
+  border: 1px solid var(--color-border);
+  border-radius: 22px;
+  padding: 24px 24px 28px;
+  box-shadow: 0 16px 32px rgba(47, 37, 21, 0.08);
+}
+
+.style-toc h2 {
+  margin: 0 0 16px;
+  font-family: var(--font-serif);
+  font-size: 1.35rem;
+}
+
+.style-toc ol {
+  margin: 0;
+  padding-left: 18px;
+  display: flex;
+  flex-direction: column;
+  gap: 10px;
+  color: var(--color-muted);
+}
+
+.style-toc a {
+  color: inherit;
+  text-decoration: none;
+}
+
+.style-toc a:hover,
+.style-toc a:focus {
+  color: var(--color-accent);
+}
+
+.style-pillars {
+  background: var(--color-panel);
+  border-radius: 24px;
+  border: 1px solid var(--color-border);
+  padding: 32px;
+}
+
+.composer-panel {
+  margin-top: 32px;
+  background: var(--color-panel);
+  border-radius: 28px;
+  border: 1px solid var(--color-border);
+  padding: 32px;
+  display: grid;
+  gap: 32px;
+  grid-template-columns: repeat(auto-fit, minmax(260px, 1fr));
+  box-shadow: 0 18px 32px rgba(47, 37, 21, 0.08);
+}
+
+.curator-notes {
+  margin: 60px 0 36px;
+  padding: 32px clamp(32px, 4vw, 48px);
+  background: var(--color-panel);
+  border: 1px solid var(--color-border);
+  border-radius: 28px;
+  box-shadow: 0 20px 42px rgba(47, 37, 21, 0.08);
+  display: flex;
+  flex-direction: column;
+  gap: 20px;
+}
+
+.curator-notes__title {
+  margin: 0;
+  font-family: var(--font-serif);
+  font-size: 1.75rem;
+  letter-spacing: 0.08em;
+  text-transform: uppercase;
+}
+
+.curator-notes__item {
+  margin: 0;
+  line-height: 1.7;
+  font-size: 1.05rem;
+  color: var(--color-muted);
+}
+
+.curator-notes__label {
+  display: block;
+  font-size: 0.75rem;
+  letter-spacing: 0.32em;
+  text-transform: uppercase;
+  color: var(--color-accent);
+  margin-bottom: 10px;
+  font-weight: 600;
+}
+
+.composer-intro h2 {
+  font-family: var(--font-serif);
+  font-size: 1.8rem;
+  margin: 0 0 12px;
+}
+
+.composer-intro p {
+  margin: 0;
+  color: var(--color-muted);
+  line-height: 1.6;
+}
+
+.composer-controls {
+  display: flex;
+  flex-direction: column;
+  gap: 16px;
+}
+
+.upload-dropzone {
+  position: relative;
+  border: 2px dashed rgba(139, 111, 61, 0.4);
+  border-radius: 18px;
+  padding: 40px 24px;
+  text-align: center;
+  color: var(--color-muted);
+  cursor: pointer;
+  transition: border-color 150ms ease, background 150ms ease;
+}
+
+.upload-dropzone:hover {
+  border-color: var(--color-accent);
+  background: rgba(139, 111, 61, 0.04);
+}
+
+.upload-dropzone input[type='file'] {
+  position: absolute;
+  inset: 0;
+  opacity: 0;
+  cursor: pointer;
+}
+
+.upload-icon {
+  display: inline-block;
+  font-size: 2rem;
+  margin-bottom: 12px;
+}
+
+.upload-preview {
+  list-style: none;
+  margin: 0;
+  padding: 0;
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  border: 1px solid var(--color-border);
+  border-radius: 12px;
+  padding: 12px;
+  background: rgba(47, 37, 21, 0.04);
+}
+
+.upload-preview li {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  font-size: 0.9rem;
+}
+
+.upload-preview button {
+  border: none;
+  background: transparent;
+  color: var(--color-accent);
+  cursor: pointer;
+}
+
+.composer-sidebar {
+  display: flex;
+  flex-direction: column;
+  gap: 18px;
+  align-self: stretch;
+}
+
+.composer-field {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  font-size: 0.95rem;
+  color: var(--color-muted);
+}
+
+.composer-field span {
+  text-transform: uppercase;
+  letter-spacing: 0.12em;
+  font-size: 0.8rem;
+}
+
+.composer-field select,
+.composer-field textarea {
+  border: 1px solid var(--color-border);
+  border-radius: 12px;
+  padding: 12px;
+  font-size: 1rem;
+  font-family: var(--font-sans);
+  background: var(--color-panel);
+  color: var(--color-ink);
+}
+
+.composer-field textarea {
+  resize: vertical;
+}
+
+.composer-cta {
+  align-self: flex-start;
+  border: none;
+  border-radius: 999px;
+  padding: 14px 28px;
+  text-transform: uppercase;
+  letter-spacing: 0.12em;
+  font-weight: 600;
+  background: var(--color-accent);
+  color: #fff;
+  cursor: pointer;
+  box-shadow: 0 18px 28px rgba(139, 111, 61, 0.2);
+}
+
+.composer-cta:disabled {
+  opacity: 0.6;
+  cursor: progress;
+}
+
+.composer-note {
+  margin-top: 12px;
+  font-size: 0.95rem;
+  color: var(--color-muted);
+}
+
+.composer-note.warning {
+  color: #b2002d;
+}
+
+.composer-error {
+  margin-top: 12px;
+  color: #b2002d;
+  font-weight: 600;
+}
+
+.composer-result {
+  margin-top: 32px;
+  padding: 20px;
+  border-radius: 16px;
+  background: rgba(31, 31, 31, 0.05);
+  display: flex;
+  flex-direction: column;
+  gap: 16px;
+}
+
+:root[data-theme='dark'] .composer-result {
+  background: rgba(246, 242, 235, 0.06);
+}
+
+.composer-result__preview {
+  border: none;
+  background: none;
+  padding: 0;
+  display: inline-flex;
+  align-self: flex-start;
+  cursor: zoom-in;
+}
+
+.composer-result__preview:focus-visible {
+  outline: 2px solid var(--color-accent);
+  outline-offset: 4px;
+}
+
+.composer-result__preview img {
+  border-radius: 12px;
+  max-width: 100%;
+  height: auto;
+  display: block;
+}
+
+.composer-result__actions {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 12px;
+}
+
+.composer-result__actions button {
+  border: 1px solid var(--color-border);
+  background: var(--color-surface, #fff);
+  padding: 8px 16px;
+  border-radius: 999px;
+  cursor: pointer;
+  font-weight: 600;
+  transition: background 150ms ease, transform 150ms ease;
+}
+
+:root[data-theme='dark'] .composer-result__actions button {
+  background: rgba(246, 242, 235, 0.15);
+}
+
+.composer-result__actions button:hover {
+  transform: translateY(-1px);
+}
+
+.composer-result dl {
+  display: grid;
+  gap: 8px;
+}
+
+.composer-result dt {
+  font-weight: 600;
+}
+
+.composer-result dd {
+  margin: 0;
+}
+
+.composer-result__modal {
+  position: fixed;
+  inset: 0;
+  background: rgba(4, 4, 4, 0.82);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  padding: 32px;
+  z-index: 200;
+}
+
+.composer-result__modal-content {
+  position: relative;
+  max-width: min(1080px, 90vw);
+  max-height: 90vh;
+  display: flex;
+  flex-direction: column;
+  gap: 12px;
+}
+
+.composer-result__modal-content img {
+  max-width: 100%;
+  max-height: calc(90vh - 56px);
+  border-radius: 16px;
+  box-shadow: 0 20px 60px rgba(0, 0, 0, 0.45);
+}
+
+.composer-result__modal-close {
+  align-self: flex-end;
+  border: none;
+  background: rgba(246, 242, 235, 0.9);
+  color: #111;
+  padding: 8px 16px;
+  border-radius: 999px;
+  cursor: pointer;
+  font-weight: 600;
+}
+
+:root[data-theme='dark'] .composer-result__modal-close {
+  background: rgba(16, 16, 16, 0.9);
+  color: #f6f2eb;
+}
+
+.prompt-preview {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  border: 1px solid var(--color-border);
+  border-radius: 14px;
+  padding: 16px;
+  background: var(--color-accent-soft);
+  font-size: 0.9rem;
+  color: var(--color-muted);
+}
+
+.prompt-preview span {
+  text-transform: uppercase;
+  letter-spacing: 0.14em;
+  font-size: 0.75rem;
+}
+
+.prompt-preview pre {
+  margin: 0;
+  white-space: pre-wrap;
+  word-break: break-word;
+  font-family: 'Inter', sans-serif;
+  color: var(--color-ink);
+}
+.style-pillars dl {
+  margin: 0;
+  display: grid;
+  gap: 24px;
+  grid-template-columns: repeat(auto-fit, minmax(220px, 1fr));
+}
+
+.style-pillars dt {
+  margin-bottom: 4px;
+  text-transform: uppercase;
+  letter-spacing: 0.18em;
+  font-size: 0.75rem;
+  color: var(--color-muted);
+}
+
+.style-pillars dd {
+  margin: 0;
+  line-height: 1.5;
+}
+
+.subnote {
+  display: block;
+  font-size: 0.82rem;
+  color: var(--color-muted);
+}
+
+.style-sections {
+  display: flex;
+  flex-direction: column;
+  gap: 48px;
+}
+
+.style-section h2 {
+  font-family: var(--font-serif);
+  font-size: 1.9rem;
+  margin: 0 0 16px;
+}
+
+.style-section p {
+  margin: 0 0 14px;
+  line-height: 1.7;
+  color: var(--color-muted);
+  font-size: 1rem;
+}
+
+.style-section:focus {
+  outline: 2px solid var(--color-accent);
+  outline-offset: 6px;
+}
+
+.style-section blockquote {
+  margin: 0 0 18px;
+  padding: 18px 24px;
+  border-left: 4px solid var(--color-accent);
+  background: rgba(139, 111, 61, 0.08);
+  color: var(--color-muted);
+  font-style: italic;
+}
+
+.style-section ul {
+  margin: 0 0 14px 20px;
+  padding: 0;
+  color: var(--color-muted);
+  line-height: 1.6;
+}
+
+.style-section hr {
+  border: none;
+  border-top: 1px solid var(--color-border);
+  margin: 32px 0;
+}
+
+.style-section code {
+  background: rgba(47, 37, 21, 0.08);
+  padding: 2px 6px;
+  border-radius: 4px;
+  font-family: 'JetBrains Mono', 'Fira Code', monospace;
+  font-size: 0.85rem;
+}
+
+.detail-loading,
+.detail-error {
+  margin: 0;
+  color: var(--color-muted);
+}
+
+.detail-error {
+  color: #823b3b;
+}
+
+.not-found {
+  padding: 120px 11vw;
+  text-align: center;
+  display: flex;
+  flex-direction: column;
+  gap: 16px;
+}
+
+.not-found h2 {
+  font-family: var(--font-serif);
+  font-size: 2.6rem;
+  margin: 0;
+}
+
+.not-found button {
+  align-self: center;
+  margin-top: 12px;
+  border: 1px solid var(--color-accent);
+  background: transparent;
+  color: var(--color-accent);
+  padding: 10px 24px;
+  border-radius: 999px;
+  cursor: pointer;
+}
+
+.museum-footer {
+  margin-top: auto;
+  padding: 32px 48px;
+  border-top: 1px solid var(--color-border);
+  background: var(--color-nav);
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  font-size: 0.95rem;
+}
+
+.footer-meta {
+  color: var(--color-muted);
+  font-size: 0.85rem;
+}
+
+.loading-state {
+  padding: 120px 0;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  gap: 20px;
+  color: var(--color-muted);
+}
+
+.spinner {
+  width: 48px;
+  height: 48px;
+  border-radius: 50%;
+  border: 4px solid rgba(139, 111, 61, 0.18);
+  border-top-color: var(--color-accent);
+  animation: spin 1s linear infinite;
+}
+
+.error-state {
+  margin: 80px auto;
+  max-width: 520px;
+  background: rgba(217, 85, 80, 0.08);
+  border: 1px solid rgba(217, 85, 80, 0.24);
+  border-radius: 24px;
+  padding: 40px;
+  text-align: center;
+}
+
+.error-state h2 {
+  margin: 0 0 12px;
+  font-family: var(--font-serif);
+}
+
+.error-hint {
+  font-size: 0.9rem;
+  color: var(--color-muted);
+}
+
+@keyframes spin {
+  to {
+    transform: rotate(360deg);
+  }
+}
+
+@media (max-width: 900px) {
+  .museum-nav {
+    flex-wrap: wrap;
+    gap: 16px;
+    padding: 20px 28px;
+  }
+
+  .nav-links {
+    order: 3;
+    width: 100%;
+    justify-content: space-around;
+  }
+
+  .hero-immersive {
+    min-height: 520px;
+    padding: 0 24px;
+    flex-direction: column;
+    align-items: flex-start;
+    justify-content: flex-end;
+  }
+
+  .hero-copy {
+    max-width: 100%;
+    gap: 16px;
+  }
+
+  .hero-meta {
+    position: static;
+    align-items: flex-start;
+    margin-top: 32px;
+  }
+
+  .hero-meta__caption {
+    text-align: left;
+  }
+
+  .collection-gallery,
+  .collection-detail,
+  .style-detail,
+  .search-panel,
+  .search-results {
+    padding: 0 24px;
+  }
+
+  .style-body {
+    grid-template-columns: 1fr;
+  }
+
+  .style-toc {
+    position: static;
+    box-shadow: none;
+  }
+
+  .composer-panel {
+    grid-template-columns: 1fr;
+  }
+}
+
+:root[data-theme='dark'] .collection-card,
+:root[data-theme='dark'] .style-card,
+:root[data-theme='dark'] .composer-panel,
+:root[data-theme='dark'] .search-input,
+:root[data-theme='dark'] .style-toc,
+:root[data-theme='dark'] .style-pillars,
+:root[data-theme='dark'] .curator-notes {
+  background: var(--color-panel);
+  border-color: var(--color-border);
+  box-shadow: 0 18px 32px rgba(0, 0, 0, 0.45);
+}
+
+:root[data-theme='dark'] .collection-card__overlay {
+  background: linear-gradient(180deg, rgba(5, 4, 2, 0) 20%, rgba(5, 4, 2, 0.82) 100%);
+}
+
+:root[data-theme='dark'] .collection-card__cta {
+  color: var(--color-accent);
+}
+
+:root[data-theme='dark'] .hero-visual__overlay {
+  background: linear-gradient(140deg, rgba(5, 4, 2, 0.78) 0%, rgba(5, 4, 2, 0.32) 55%, rgba(5, 4, 2, 0.22) 100%);
+}
+
+:root[data-theme='dark'] .hero-copy h1,
+:root[data-theme='dark'] .hero-copy p,
+:root[data-theme='dark'] .hero-eyebrow {
+  color: rgba(252, 247, 236, 0.92);
+}
+
+:root[data-theme='dark'] .hero-meta__badge,
+:root[data-theme='dark'] .hero-meta__caption {
+  color: rgba(252, 247, 236, 0.9);
+  border-color: rgba(252, 247, 236, 0.28);
+}
+
+:root[data-theme='dark'] .collection-preview,
+:root[data-theme='dark'] .style-about,
+:root[data-theme='dark'] .composer-intro p,
+:root[data-theme='dark'] .style-section p,
+:root[data-theme='dark'] .style-section blockquote {
+  color: var(--color-muted);
+}
+
+.style-hero {
+  display: grid;
+  gap: 32px;
+  grid-template-columns: minmax(0, 520px) minmax(0, 1fr);
+  align-items: start;
+}
+
+.style-hero__image {
+  margin: 0;
+  border-radius: 28px;
+  overflow: hidden;
+  border: 1px solid rgba(47, 37, 21, 0.12);
+  background: rgba(47, 37, 21, 0.06);
+}
+
+.style-hero__image img {
+  display: block;
+  width: 100%;
+  height: auto;
+}
+
+.style-hero__copy {
+  display: flex;
+  flex-direction: column;
+  gap: 18px;
+}
+
+.style-hours {
+  display: flex;
+  gap: 24px;
+  flex-wrap: wrap;
+  padding: 16px 0 0;
+}
+
+.style-hours div {
+  display: flex;
+  flex-direction: column;
+  font-size: 0.9rem;
+  letter-spacing: 0.04em;
+  text-transform: uppercase;
+  color: var(--color-muted);
+}
+
+.style-hours span:last-child {
+  font-size: 1rem;
+  letter-spacing: 0.02em;
+  text-transform: none;
+  font-weight: 600;
+}
+
+.hours-label {
+  color: rgba(31, 31, 31, 0.5);
+}
+:root[data-theme='dark'] select,
+:root[data-theme='dark'] textarea,
+:root[data-theme='dark'] input {
+  background: #1c160f;
+  color: var(--color-ink);
+  border-color: var(--color-border);
+}
+
+:root[data-theme='dark'] option {
+  background: #1c160f;
+  color: var(--color-ink);
+}
diff --git a/src/App.tsx b/src/App.tsx
new file mode 100644
index 0000000..bcebd26
--- /dev/null
+++ b/src/App.tsx
@@ -0,0 +1,1239 @@
+import { Fragment, useCallback, useEffect, useMemo, useState } from 'react';
+import type { DragEvent, Dispatch, SetStateAction } from 'react';
+import './App.css';
+import { ApiKeyModal } from './components/ApiKeyModal';
+import { loadNanoBananaApiKey } from './lib/nanobanana/apiKey';
+import { generateArtwork } from './lib/nanobanana/client';
+import { chooseNanoBananaRatio } from './lib/nanobanana/ratios';
+import type { RatioDecision } from './lib/nanobanana/ratios';
+import { buildPrompt } from './lib/prompt/buildPrompt';
+import type { ParsedStyleMarkdown, ManifestStyleEntry as PromptManifestStyle } from './lib/prompt/types';
+import { parseStyleMarkdown as parsePromptMarkdown } from './lib/prompt/parseStyle';
+
+type ManifestCollection = { id: string; styles: string[] };
+
+type StyleEntry = PromptManifestStyle & {
+  about?: string;
+  hero_image?: string;
+  ratios: string[];
+  modes: string[];
+  safety_profile: string[];
+  multi_subject?: {
+    allowed: boolean;
+    max_subjects?: number;
+    layout_hint?: string;
+    identity_priority?: string[];
+  };
+  sections_index: Record<string, string>;
+};
+
+type Manifest = {
+  collections: ManifestCollection[];
+  styles: Record<string, StyleEntry>;
+};
+
+const HERO_IMAGE_FALLBACK = 'data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" width="1440" height="810" viewBox="0 0 1440 810"%3E%3Crect width="1440" height="810" fill="%231f1f1f"/%3E%3Ctext x="50%25" y="50%25" dominant-baseline="middle" text-anchor="middle" fill="%23f6f2eb" font-family="Georgia, serif" font-size="42"%3EMuseoMorph Gallery%3C/text%3E%3C/svg%3E';
+
+const HERO_IMAGE_FILES = ['hero_1.png', 'hero_2.png', 'hero_3.png', 'hero_4.png', 'hero_5.png'];
+
+type MuseoRoute =
+  | { type: 'home' }
+  | { type: 'collection'; id: string }
+  | { type: 'style'; id: string };
+
+type MarkdownSection = {
+  key: string;
+  title: string;
+  body: string;
+};
+
+const BASE_PATH = import.meta.env.BASE_URL ?? '/';
+const MANIFEST_URL = resolveWithBase('manifest.json');
+
+function resolveWithBase(relPath: string) {
+  const base = BASE_PATH.endsWith('/') ? BASE_PATH : `${BASE_PATH}/`;
+  const cleaned = relPath.replace(/^\/+/, '');
+  return `${base}${cleaned}`;
+}
+
+function toRelativePath(path: string) {
+  const normalizedBase = BASE_PATH.endsWith('/') ? BASE_PATH.slice(0, -1) : BASE_PATH;
+  if (!normalizedBase || normalizedBase === '') return path || '/';
+  if (normalizedBase === '/') return path || '/';
+  if (path.startsWith(normalizedBase)) {
+    const trimmed = path.slice(normalizedBase.length);
+    return trimmed.startsWith('/') ? trimmed : `/${trimmed}`;
+  }
+  return path || '/';
+}
+
+function parseRoute(pathname: string): MuseoRoute {
+  const normalized = pathname.startsWith('/') ? pathname : `/${pathname}`;
+  const segments = normalized.replace(/\/+$/g, '').split('/').filter(Boolean);
+  if (segments.length === 0) {
+    return { type: 'home' };
+  }
+  if (segments[0] === 'collections' && segments[1]) {
+    return { type: 'collection', id: decodeURIComponent(segments[1]) };
+  }
+  if (segments[0] === 'styles' && segments[1]) {
+    return { type: 'style', id: decodeURIComponent(segments[1]) };
+  }
+  return { type: 'home' };
+}
+
+function useMuseoRoute() {
+  const [route, setRoute] = useState<MuseoRoute>(() => parseRoute(toRelativePath(window.location.pathname)));
+
+  useEffect(() => {
+    const handlePopState = () => {
+      setRoute(parseRoute(toRelativePath(window.location.pathname)));
+    };
+    window.addEventListener('popstate', handlePopState);
+    return () => window.removeEventListener('popstate', handlePopState);
+  }, []);
+
+  const navigate = (to: string) => {
+    const target = to.startsWith('/') ? to : `/${to}`;
+    const base = BASE_PATH === '/' ? '' : BASE_PATH;
+    window.history.pushState({}, '', `${base}${target}`);
+    setRoute(parseRoute(target));
+  };
+
+  return { route, navigate };
+}
+
+function useManifest() {
+  const [manifest, setManifest] = useState<Manifest | null>(null);
+  const [error, setError] = useState<string | null>(null);
+
+  useEffect(() => {
+    let mounted = true;
+    fetch(MANIFEST_URL)
+      .then((response) => {
+        if (!response.ok) {
+          throw new Error(`Failed to load manifest (${response.status})`);
+        }
+        return response.json();
+      })
+      .then((data: Manifest) => {
+        if (mounted) setManifest(data);
+      })
+      .catch((err: Error) => {
+        if (mounted) setError(err.message);
+      });
+    return () => {
+      mounted = false;
+    };
+  }, []);
+
+  return { manifest, error, loading: !manifest && !error };
+}
+
+export default function App() {
+  const { manifest, error, loading } = useManifest();
+  const { route, navigate } = useMuseoRoute();
+  const [apiKey, setApiKey] = useState<string | null>(null);
+  const [apiKeyModalOpen, setApiKeyModalOpen] = useState(false);
+  const [apiKeyLoaded, setApiKeyLoaded] = useState(false);
+  const [theme, setTheme] = useState(() => {
+    if (typeof window === 'undefined') return 'light';
+    const stored = window.localStorage.getItem('museomorph-theme');
+    if (stored === 'light' || stored === 'dark') return stored;
+    return window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light';
+  });
+
+  useEffect(() => {
+    loadNanoBananaApiKey()
+      .then((key) => setApiKey(key))
+      .finally(() => setApiKeyLoaded(true));
+  }, []);
+
+  useEffect(() => {
+    document.documentElement.setAttribute('data-theme', theme);
+    window.localStorage.setItem('museomorph-theme', theme);
+  }, [theme]);
+
+  const content = useMemo(() => {
+    if (loading) {
+      return <LoadingState />;
+    }
+    if (error || !manifest) {
+      return <ErrorState message={error ?? 'Manifest unavailable'} />;
+    }
+
+    switch (route.type) {
+      case 'home':
+        return <HomeView manifest={manifest} onNavigate={navigate} />;
+      case 'collection':
+        return <CollectionView manifest={manifest} collectionId={route.id} onNavigate={navigate} />;
+      case 'style':
+        return (
+          <StyleView
+            manifest={manifest}
+            styleId={route.id}
+            onNavigate={navigate}
+            apiKey={apiKey}
+            apiKeyLoaded={apiKeyLoaded}
+            onRequestApiKeyModal={() => setApiKeyModalOpen(true)}
+          />
+        );
+      default:
+        return null;
+    }
+  }, [apiKey, apiKeyLoaded, error, loading, manifest, navigate, route]);
+
+  return (
+    <div className="app-shell">
+      <MuseumNav
+        onNavigate={navigate}
+        theme={theme}
+        onToggleTheme={() => setTheme(theme === 'dark' ? 'light' : 'dark')}
+        onRequestApiKeyModal={() => setApiKeyModalOpen(true)}
+        hasApiKey={Boolean(apiKey)}
+        apiKeyLoaded={apiKeyLoaded}
+      />
+      <main className="app-main" role="main">
+        {content}
+      </main>
+      <MuseumFooter />
+      <ApiKeyModal
+        open={apiKeyModalOpen}
+        onClose={() => setApiKeyModalOpen(false)}
+        onKeySaved={(key) => setApiKey(key)}
+      />
+    </div>
+  );
+}
+
+function MuseumNav({
+  onNavigate,
+  theme,
+  onToggleTheme,
+  onRequestApiKeyModal,
+  hasApiKey,
+  apiKeyLoaded,
+}: {
+  onNavigate: (to: string) => void;
+  theme: string;
+  onToggleTheme: () => void;
+  onRequestApiKeyModal: () => void;
+  hasApiKey: boolean;
+  apiKeyLoaded: boolean;
+}) {
+  return (
+    <header className="museum-nav">
+      <div
+        className="nav-brand"
+        role="button"
+        tabIndex={0}
+        onClick={() => onNavigate('/')}
+        onKeyDown={(evt) => {
+          if (evt.key === 'Enter' || evt.key === ' ') {
+            evt.preventDefault();
+            onNavigate('/');
+          }
+        }}
+      >
+        <span className="brand-mark">MuseoMorph</span>
+        <span className="brand-sub">AI Art Interpretation Lab</span>
+      </div>
+      <nav aria-label="Primary" className="nav-links">
+        <button type="button" onClick={() => onNavigate('/')}>Collections</button>
+        <a href="/docs/PRD.md" target="_blank" rel="noreferrer">PRD</a>
+        <a href="/docs/ratio_policy.md" target="_blank" rel="noreferrer">Ratio Policy</a>
+      </nav>
+      <button
+        type="button"
+        className="nav-secondary"
+        onClick={onRequestApiKeyModal}
+        disabled={!apiKeyLoaded}
+      >
+        {hasApiKey ? 'Update API key' : 'Add API key'}
+      </button>
+      <button
+        type="button"
+        className="theme-toggle"
+        onClick={onToggleTheme}
+        aria-label={theme === 'dark' ? 'Switch to light mode' : 'Switch to dark mode'}
+      >
+        {theme === 'dark' ? '☀️' : '🌙'}
+      </button>
+      <button
+        type="button"
+        className="nav-cta"
+        onClick={() => {
+          onNavigate('/');
+          requestAnimationFrame(() => {
+            document.getElementById('collections-heading')?.scrollIntoView({ behavior: 'smooth', block: 'start' });
+          });
+        }}
+      >
+        Browse Styles
+      </button>
+    </header>
+  );
+}
+
+function MuseumFooter() {
+  return (
+    <footer className="museum-footer">
+      <div>
+        <strong>MuseoMorph</strong> — local-first, curated prompt frameworks.
+      </div>
+      <div className="footer-meta">API keys stay on-device · CID: validate:styles · Manifest driven</div>
+    </footer>
+  );
+}
+
+function LoadingState() {
+  return (
+    <section className="loading-state" aria-busy="true">
+      <div className="spinner" aria-hidden="true" />
+      <p>Preparing the gallery…</p>
+    </section>
+  );
+}
+
+function ErrorState({ message }: { message: string }) {
+  return (
+    <section className="error-state" role="alert">
+      <h2>Manifest unavailable</h2>
+      <p>{message}</p>
+      <p className="error-hint">Run <code>pnpm run build:manifest</code> to regenerate the index.</p>
+    </section>
+  );
+}
+
+function HomeView({ manifest, onNavigate }: { manifest: Manifest; onNavigate: (to: string) => void }) {
+  const totalStyles = manifest.collections.reduce((acc, collection) => acc + collection.styles.length, 0);
+  const [query, setQuery] = useState('');
+  const normalizedQuery = query.trim().toLowerCase();
+
+  const heroSlides = useMemo(() => {
+    return HERO_IMAGE_FILES.map((file) => resolveWithBase(`hero/${file}`));
+  }, []);
+
+  const searchResults = useMemo(() => {
+    if (!normalizedQuery) return [] as StyleEntry[];
+    return Object.values(manifest.styles).filter((style) => {
+      const haystack = [
+        style.display_name,
+        style.group,
+        style.artist ?? '',
+        style.movement ?? '',
+        style.about ?? '',
+      ]
+        .join(' ')
+        .toLowerCase();
+      return haystack.includes(normalizedQuery);
+    });
+  }, [manifest.styles, normalizedQuery]);
+
+  return (
+    <Fragment>
+      <Hero onNavigate={onNavigate} styleCount={totalStyles} slides={heroSlides} />
+      <section className="search-panel" aria-labelledby="search-heading">
+        <div>
+          <h2 id="search-heading">Search the gallery</h2>
+          <p>Type an artist, movement, ratio, or keyword to surface matching styles instantly.</p>
+        </div>
+        <div className="search-input">
+          <span aria-hidden="true">🔍</span>
+          <input
+            type="search"
+            value={query}
+            placeholder="Search by artist, movement, ratio, or description"
+            onChange={(event) => setQuery(event.target.value)}
+            aria-label="Search styles"
+          />
+          {query && (
+            <button type="button" onClick={() => setQuery('')} aria-label="Clear search">
+              ×
+            </button>
+          )}
+        </div>
+      </section>
+
+      {normalizedQuery && (
+        <section className="search-results" aria-live="polite">
+          <header>
+            <h2>Search results</h2>
+            <p>
+              {searchResults.length === 0
+                ? 'No styles matched your query. Try a different name or movement.'
+                : `${searchResults.length} style${searchResults.length === 1 ? '' : 's'} mentioning “${query.trim()}”.`}
+            </p>
+          </header>
+          {searchResults.length > 0 && (
+            <div className="style-grid">
+              {searchResults.map((style) => (
+                <StyleCard key={style.id} style={style} onNavigate={onNavigate} />
+              ))}
+            </div>
+          )}
+        </section>
+      )}
+
+      <section className="collection-gallery" aria-labelledby="collections-heading">
+        <div className="gallery-heading">
+          <h2 id="collections-heading">Curated Collections</h2>
+          <p>Every style interprets a single artist or tightly-scoped movement. Browse by gallery wing.</p>
+        </div>
+        <div className="collection-grid">
+          {manifest.collections.map((collection) => (
+            <CollectionCard
+              key={collection.id}
+              collection={collection}
+              manifest={manifest}
+              onNavigate={onNavigate}
+            />
+          ))}
+        </div>
+      </section>
+    </Fragment>
+  );
+}
+
+function Hero({
+  onNavigate,
+  styleCount,
+  slides,
+}: {
+  onNavigate: (to: string) => void;
+  styleCount: number;
+  slides: string[];
+}) {
+  const [current, setCurrent] = useState(0);
+
+  useEffect(() => {
+    if (slides.length === 0) return;
+    const interval = window.setInterval(() => {
+      setCurrent((index) => (index + 1) % slides.length);
+    }, 6000);
+    return () => window.clearInterval(interval);
+  }, [slides.length]);
+
+  return (
+    <section className="museum-hero hero-immersive">
+      <div className="hero-visual" aria-hidden="true">
+        {slides.length === 0 ? (
+          <img src={HERO_IMAGE_FALLBACK} alt="MuseoMorph gallery" />
+        ) : (
+          slides.map((src, index) => (
+            <img
+              key={src}
+              src={src}
+              alt="Museum highlight"
+              className={`hero-slide${index === current ? ' is-active' : ''}`}
+              loading={index === 0 ? 'eager' : 'lazy'}
+            />
+          ))
+        )}
+        <div className="hero-visual__overlay" />
+      </div>
+      <div className="hero-copy">
+        <p className="hero-eyebrow">Playful Art Lab · Museum Grade</p>
+        <h1>Curate new works without losing the artist’s fingerprint.</h1>
+        <p>
+          MuseoMorph orchestrates detailed, renderer-agnostic prompt frameworks so every generation feels like it stepped from a curated exhibition—no generic filter sheen, no flattened history.
+        </p>
+        <div className="hero-actions">
+          <button
+            type="button"
+            className="primary"
+            onClick={() => {
+              onNavigate('/');
+              requestAnimationFrame(() => {
+                document.getElementById('collections-heading')?.scrollIntoView({ behavior: 'smooth', block: 'start' });
+              });
+            }}
+          >
+            Start exploring
+          </button>
+          <button
+            type="button"
+            className="secondary"
+            onClick={() => window.open('/docs/Universal_Prompt_Framework_v4.2.md', '_blank', 'noopener')}
+          >
+            View framework canon
+          </button>
+        </div>
+      </div>
+      <div className="hero-meta" aria-hidden="true">
+        <div className="hero-meta__badge">{styleCount} styles curated</div>
+        <div className="hero-meta__caption">Ratios, modes, and safety guardrails tailored to each artist.</div>
+      </div>
+    </section>
+  );
+}
+
+function CollectionCard({
+  collection,
+  manifest,
+  onNavigate,
+}: {
+  collection: ManifestCollection;
+  manifest: Manifest;
+  onNavigate: (to: string) => void;
+}) {
+  const total = collection.styles.length;
+  const imageSlug = collection.id.toLowerCase().replace(/[^a-z0-9]+/g, '_').replace(/^_+|_+$/g, '');
+  const imageSrc = resolveWithBase(`collection/${imageSlug}.png`);
+  const [artSrc, setArtSrc] = useState<string>(imageSrc);
+
+  return (
+    <article
+      className="collection-card"
+      tabIndex={0}
+      role="button"
+      onClick={() => onNavigate(`/collections/${encodeURIComponent(collection.id)}`)}
+      onKeyDown={(evt) => {
+        if (evt.key === 'Enter' || evt.key === ' ') {
+          evt.preventDefault();
+          onNavigate(`/collections/${encodeURIComponent(collection.id)}`);
+        }
+      }}
+    >
+      <div className="collection-card__art">
+        <img
+          src={artSrc}
+          alt={`${collection.id} highlight artwork`}
+          onError={() => setArtSrc(HERO_IMAGE_FALLBACK)}
+          loading="lazy"
+        />
+        <div className="collection-card__overlay">
+          <h3>{collection.id}</h3>
+          <span>{total} style{total === 1 ? '' : 's'}</span>
+        </div>
+      </div>
+      <span className="collection-card__cta" aria-hidden="true">View gallery →</span>
+    </article>
+  );
+}
+
+function CollectionView({
+  manifest,
+  collectionId,
+  onNavigate,
+}: {
+  manifest: Manifest;
+  collectionId: string;
+  onNavigate: (to: string) => void;
+}) {
+  if (collectionId.toLowerCase() === 'all') {
+    const styles = Object.values(manifest.styles);
+    return (
+      <section className="collection-detail">
+        <button type="button" className="backlink" onClick={() => onNavigate('/')}>← Back to all collections</button>
+        <header>
+          <h2>All Styles</h2>
+          <p>{styles.length} styles indexed across every collection.</p>
+        </header>
+        <div className="style-grid">
+          {styles.map((style) => (
+            <StyleCard key={style.id} style={style} onNavigate={onNavigate} />
+          ))}
+        </div>
+      </section>
+    );
+  }
+
+  const collection = manifest.collections.find((item) => item.id.toLowerCase() === collectionId.toLowerCase());
+
+  if (!collection) {
+    return (
+      <section className="not-found">
+        <h2>Collection not found</h2>
+        <p>We couldn’t find a gallery named “{collectionId}”.</p>
+        <button type="button" onClick={() => onNavigate('/')}>Return to collections</button>
+      </section>
+    );
+  }
+
+  const styles = collection.styles
+    .map((id) => manifest.styles[id])
+    .filter((style): style is StyleEntry => Boolean(style));
+
+  return (
+    <section className="collection-detail">
+      <button type="button" className="backlink" onClick={() => onNavigate('/')}>← Back to all collections</button>
+      <header>
+        <h2>{collection.id}</h2>
+        <p>{styles.length} style{styles.length === 1 ? '' : 's'} curated under this wing.</p>
+      </header>
+      <div className="style-grid">
+        {styles.map((style) => (
+          <StyleCard key={style.id} style={style} onNavigate={onNavigate} />
+        ))}
+      </div>
+    </section>
+  );
+}
+
+function StyleCard({ style, onNavigate }: { style: StyleEntry; onNavigate: (to: string) => void }) {
+  return (
+    <article
+      className="style-card"
+      role="button"
+      tabIndex={0}
+      onClick={() => onNavigate(`/styles/${encodeURIComponent(style.id)}`)}
+      onKeyDown={(evt) => {
+        if (evt.key === 'Enter' || evt.key === ' ') {
+          evt.preventDefault();
+          onNavigate(`/styles/${encodeURIComponent(style.id)}`);
+        }
+      }}
+    >
+      <div className="style-card__header">
+        <h3>{style.display_name}</h3>
+        <span className="style-group">{style.group}</span>
+      </div>
+      {style.about && <p className="style-about">{style.about}</p>}
+      <div className="style-meta">
+        <div>
+          <span className="meta-label">Ratios</span>
+          <div className="meta-chips">
+            {style.ratios.slice(0, 3).map((ratio) => (
+              <span key={ratio} className="chip">{ratio}</span>
+            ))}
+          </div>
+        </div>
+        <div>
+          <span className="meta-label">Modes</span>
+          <div className="meta-chips">
+            {style.modes.map((mode) => (
+              <span key={mode} className="chip chip--subtle">{mode}</span>
+            ))}
+          </div>
+        </div>
+      </div>
+      <span className="style-link" aria-hidden="true">View style →</span>
+    </article>
+  );
+}
+
+function StyleView({
+  manifest,
+  styleId,
+  onNavigate,
+  apiKey,
+  apiKeyLoaded,
+  onRequestApiKeyModal,
+}: {
+  manifest: Manifest;
+  styleId: string;
+  onNavigate: (to: string) => void;
+  apiKey: string | null;
+  apiKeyLoaded: boolean;
+  onRequestApiKeyModal: () => void;
+}) {
+  const style = manifest.styles[styleId];
+
+  const [sections, setSections] = useState<MarkdownSection[] | null>(null);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState<string | null>(null);
+  const [uploads, setUploads] = useState<File[]>([]);
+  const [selectedRatio, setSelectedRatio] = useState<string>('');
+  const [selectedMode, setSelectedMode] = useState<string>('');
+  const [creativeAddOn, setCreativeAddOn] = useState('');
+  const [parsedMarkdown, setParsedMarkdown] = useState<ParsedStyleMarkdown | null>(null);
+
+  useEffect(() => {
+    if (!style) return;
+    setLoading(true);
+    setError(null);
+    setSections(null);
+    setUploads([]);
+    setSelectedRatio(style.ratios[0] ?? '');
+    setSelectedMode(style.modes[0] ?? '');
+    setCreativeAddOn('');
+    setParsedMarkdown(null);
+
+    const styleUrl = resolveWithBase(style.file);
+    fetch(styleUrl)
+      .then((response) => {
+        if (!response.ok) {
+          throw new Error(`Unable to load markdown (${response.status})`);
+        }
+        return response.text();
+      })
+      .then((text) => {
+        setSections(parseMarkdownSections(text));
+        try {
+          setParsedMarkdown(parsePromptMarkdown(text));
+        } catch (err) {
+          console.error('Failed to parse style markdown', err);
+          setParsedMarkdown({
+            frontmatter: {},
+            preface: undefined,
+            rendererAdapter: undefined,
+            sections: {},
+          });
+        }
+        setLoading(false);
+      })
+      .catch((err: Error) => {
+        setError(err.message);
+        setLoading(false);
+      });
+  }, [style]);
+
+  if (!style) {
+    return (
+      <section className="not-found">
+        <h2>Style not found</h2>
+        <p>We couldn’t find a style with ID “{styleId}”.</p>
+        <button type="button" onClick={() => onNavigate('/')}>Return to collections</button>
+      </section>
+    );
+  }
+
+  return (
+    <article className="style-detail">
+      <button type="button" className="backlink" onClick={() => onNavigate(`/collections/${encodeURIComponent(style.group)}`)}>
+        ← Back to {style.group}
+      </button>
+
+      <header className="style-detail__header">
+        <div className="style-hero">
+          <figure className="style-hero__image">
+            <img
+              src={style.hero_image ?? HERO_IMAGE_FALLBACK}
+              alt={style.display_name}
+              loading="lazy"
+            />
+          </figure>
+          <div className="style-hero__copy">
+            <p className="style-eyebrow">{style.group}</p>
+            <h1>{style.display_name}</h1>
+            <StyleMetaSummary style={style} />
+            {style.about && <p className="style-detail__about">{style.about}</p>}
+            <div className="style-hours">
+              <div>
+                <span className="hours-label">Open hours</span>
+                <span>Thurs - Mon · 10—5pm</span>
+              </div>
+              <div>
+                <span className="hours-label">Today’s balance</span>
+                <span>5 of 5</span>
+              </div>
+            </div>
+          </div>
+        </div>
+      </header>
+
+      <StyleComposer
+        style={style}
+        uploads={uploads}
+        setUploads={setUploads}
+        selectedRatio={selectedRatio}
+        onRatioChange={setSelectedRatio}
+        selectedMode={selectedMode}
+        onModeChange={setSelectedMode}
+        creativeAddOn={creativeAddOn}
+        onCreativeChange={setCreativeAddOn}
+        coreInstruction={sections?.find((section) => section.title.includes('Core Instruction'))?.body ?? ''}
+        apiKey={apiKey}
+        apiKeyLoaded={apiKeyLoaded}
+        onRequestApiKeyModal={onRequestApiKeyModal}
+        parsedMarkdown={parsedMarkdown}
+      />
+
+      <section className="style-pillars">
+        <dl>
+          <div>
+            <dt>Ratios</dt>
+            <dd>{style.ratios.join(' · ')}</dd>
+          </div>
+          <div>
+            <dt>Modes</dt>
+            <dd>{style.modes.join(' · ')}</dd>
+          </div>
+          <div>
+            <dt>Safety profile</dt>
+            <dd>{style.safety_profile.join(', ')}</dd>
+          </div>
+          {style.multi_subject && (
+            <div>
+              <dt>Multi-subject</dt>
+              <dd>
+                {style.multi_subject.allowed ? 'Allowed' : 'Single subject only'}
+                {style.multi_subject.allowed && style.multi_subject.max_subjects && ` · up to ${style.multi_subject.max_subjects}`}
+                {style.multi_subject.allowed && style.multi_subject.layout_hint && (
+                  <span className="subnote">Layout: {style.multi_subject.layout_hint}</span>
+                )}
+              </dd>
+            </div>
+          )}
+        </dl>
+      </section>
+
+      {loading && <p className="detail-loading">Loading framework…</p>}
+      {error && (
+        <p className="detail-error" role="alert">
+          Unable to load style markdown: {error}
+        </p>
+      )}
+
+      {sections && (
+      <CuratorNotes sections={sections} />
+    )}
+  </article>
+);
+}
+
+function StyleMetaSummary({ style }: { style: StyleEntry }) {
+  if (!style.artist && !style.movement) return null;
+  return (
+    <p className="style-detail__meta">
+      {style.artist && <span>{style.artist}</span>}
+      {style.artist && style.movement && <span aria-hidden="true"> · </span>}
+      {style.movement && <span>{style.movement}</span>}
+    </p>
+  );
+}
+
+function parseMarkdownSections(markdown: string): MarkdownSection[] {
+  const content = markdown.replace(/^---[\s\S]*?---/m, '').trim();
+  const sections: MarkdownSection[] = [];
+  const headingRegex = /^##\s+(.*)$/gm;
+  let match: RegExpExecArray | null;
+  let lastIndex = 0;
+  let current: MarkdownSection | null = null;
+
+  while ((match = headingRegex.exec(content)) !== null) {
+    const headingText = match[1].trim();
+    if (current) {
+      current.body = content.slice(lastIndex, match.index).trim();
+    }
+    const key = headingText.toLowerCase().replace(/[^a-z0-9]+/g, '-');
+    current = { key, title: headingText, body: '' };
+    sections.push(current);
+    lastIndex = headingRegex.lastIndex;
+  }
+
+  if (current) {
+    current.body = content.slice(lastIndex).trim();
+  } else if (content) {
+    sections.push({ key: 'content', title: 'Content', body: content });
+  }
+
+  return sections.filter((section) => section.body.length > 0);
+}
+
+function summarizeSection(section?: MarkdownSection): string | null {
+  if (!section) return null;
+
+  const stripped = section.body
+    .replace(/^#{1,6}\s.*$/gm, '')
+    .replace(/^[-*]\s+/gm, '')
+    .replace(/`([^`]*)`/g, '$1')
+    .replace(/\*\*([^*]+)\*\*/g, '$1')
+    .replace(/\[(.*?)\]\((.*?)\)/g, '$1')
+    .replace(/>\s*/g, '')
+    .trim();
+
+  const paragraphs = stripped
+    .split(/\n\s*\n/)
+    .map((paragraph) => paragraph.replace(/\s+/g, ' ').trim())
+    .filter(Boolean);
+
+  if (paragraphs.length === 0) return null;
+
+  const summary = paragraphs.slice(0, 2).join(' ');
+  return summary.length > 420 ? `${summary.slice(0, 417).trimEnd()}…` : summary;
+}
+
+function CuratorNotes({ sections }: { sections: MarkdownSection[] }) {
+  const contextSection = sections.find((section) =>
+    /style context|photographic style|illustration style/i.test(section.title),
+  );
+  const technicalSection = sections.find((section) => /technical/i.test(section.title));
+
+  const contextSummary = summarizeSection(contextSection);
+  const techniqueSummary = summarizeSection(technicalSection);
+
+  if (!contextSummary && !techniqueSummary) return null;
+
+  return (
+    <section className="curator-notes">
+      <h2 className="curator-notes__title">Curator notes</h2>
+      {contextSummary && (
+        <p className="curator-notes__item">
+          <span className="curator-notes__label">Context</span>
+          {contextSummary}
+        </p>
+      )}
+      {techniqueSummary && (
+        <p className="curator-notes__item">
+          <span className="curator-notes__label">Technique</span>
+          {techniqueSummary}
+        </p>
+      )}
+    </section>
+  );
+}
+
+function fileToBase64(file: File): Promise<string> {
+  return new Promise((resolve, reject) => {
+    const reader = new FileReader();
+    reader.onload = () => {
+      const result = reader.result;
+      if (typeof result !== 'string') {
+        reject(new Error('Failed to read file as base64.'));
+        return;
+      }
+      const base64 = result.includes(',') ? result.split(',')[1] ?? '' : result;
+      resolve(base64);
+    };
+    reader.onerror = () => reject(reader.error ?? new Error('Unknown file reader error.'));
+    reader.readAsDataURL(file);
+  });
+}
+
+function StyleComposer({
+  style,
+  uploads,
+  setUploads,
+  selectedRatio,
+  onRatioChange,
+  selectedMode,
+  onModeChange,
+  creativeAddOn,
+  onCreativeChange,
+  coreInstruction,
+  apiKey,
+  apiKeyLoaded,
+  onRequestApiKeyModal,
+  parsedMarkdown,
+}: {
+  style: StyleEntry;
+  uploads: File[];
+  setUploads: Dispatch<SetStateAction<File[]>>;
+  selectedRatio: string;
+  onRatioChange: (ratio: string) => void;
+  selectedMode: string;
+  onModeChange: (mode: string) => void;
+  creativeAddOn: string;
+  onCreativeChange: (value: string) => void;
+  coreInstruction: string;
+  apiKey: string | null;
+  apiKeyLoaded: boolean;
+  onRequestApiKeyModal: () => void;
+  parsedMarkdown: ParsedStyleMarkdown | null;
+}) {
+  const [isGenerating, setIsGenerating] = useState(false);
+  const [generationError, setGenerationError] = useState<string | null>(null);
+  const [resultImage, setResultImage] = useState<string | null>(null);
+  const [resultMimeType, setResultMimeType] = useState<string | null>(null);
+  const [isResultPreviewOpen, setIsResultPreviewOpen] = useState(false);
+  const [ratioDecisionState, setRatioDecisionState] = useState<RatioDecision | null>(null);
+  const [tokenCost, setTokenCost] = useState<number | null>(null);
+
+  const activeRatioDecision = useMemo(() => {
+    const fallback = style.ratios[0] ?? '1:1';
+    const ratio = selectedRatio || fallback;
+    try {
+      return chooseNanoBananaRatio(ratio);
+    } catch (error) {
+      console.warn('Failed to reconcile ratio', error);
+      return null;
+    }
+  }, [selectedRatio, style.ratios]);
+
+  const handleFiles = (files: FileList | File[] | null) => {
+    if (!files) return;
+    const list = Array.isArray(files) ? files : Array.from(files);
+    const filtered = list.filter((file) => {
+      if (!file.type) {
+        return /\.(jpe?g|png|gif|webp|tiff|tif|avif|heic|heif)$/i.test(file.name);
+      }
+      return file.type.startsWith('image/');
+    });
+    if (!filtered.length) return;
+    setUploads((prev) => [...prev, ...filtered]);
+  };
+
+  const handleDrop = (event: DragEvent<HTMLDivElement>) => {
+    event.preventDefault();
+    handleFiles(event.dataTransfer?.files ?? null);
+  };
+
+  const removeFile = (index: number) => {
+    setUploads((prev) => prev.filter((_, idx) => idx !== index));
+  };
+
+  const handleDownload = useCallback(() => {
+    if (!resultImage) return;
+    const [, subtype = 'png'] = (resultMimeType ?? 'image/png').split('/');
+    const extension = subtype === 'jpeg' ? 'jpg' : subtype;
+    const link = document.createElement('a');
+    link.href = resultImage;
+    link.download = `museomorph-nanobanana.${extension}`;
+    document.body.appendChild(link);
+    link.click();
+    link.remove();
+  }, [resultImage, resultMimeType]);
+
+  useEffect(() => {
+    if (!isResultPreviewOpen) return;
+    const handleKeyDown = (event: KeyboardEvent) => {
+      if (event.key === 'Escape') {
+        setIsResultPreviewOpen(false);
+      }
+    };
+    window.addEventListener('keydown', handleKeyDown);
+    return () => window.removeEventListener('keydown', handleKeyDown);
+  }, [isResultPreviewOpen]);
+
+  const handleCommission = useCallback(async () => {
+    if (!parsedMarkdown) {
+      setGenerationError('Style framework is still loading.');
+      return;
+    }
+    if (!activeRatioDecision) {
+      setGenerationError('Unable to reconcile the requested ratio with NanoBanana.');
+      return;
+    }
+    if (!apiKeyLoaded) {
+      setGenerationError('Checking NanoBanana key…');
+      return;
+    }
+    if (!apiKey) {
+      setGenerationError('Add your NanoBanana API key to continue.');
+      onRequestApiKeyModal();
+      return;
+    }
+    if (uploads.length === 0) {
+      setGenerationError('Upload at least one reference photo.');
+      return;
+    }
+
+    setIsGenerating(true);
+    setGenerationError(null);
+    setResultImage(null);
+    setResultMimeType(null);
+    setIsResultPreviewOpen(false);
+    setRatioDecisionState(null);
+    setTokenCost(null);
+
+    try {
+      const uploadPayloads = await Promise.all(
+        uploads.map(async (file) => ({
+          name: file.name,
+          mimeType: file.type || 'image/png',
+          dataBase64: await fileToBase64(file),
+        })),
+      );
+
+      const userDirectives = creativeAddOn
+        .split(/\n+/)
+        .map((line) => line.trim())
+        .filter(Boolean);
+
+      const promptResult = buildPrompt({
+        style: style as PromptManifestStyle,
+        markdown: parsedMarkdown,
+        ratio: activeRatioDecision.chosen,
+        mode: selectedMode || undefined,
+        subjectCount: Math.max(uploads.length, 1),
+        userDirectives,
+        additionalContext: coreInstruction || undefined,
+      });
+
+      const response = await generateArtwork({
+        prompt: promptResult.prompt,
+        ratio: activeRatioDecision.chosen,
+        ratioDecision: activeRatioDecision,
+        mode: selectedMode || undefined,
+        subjectCount: Math.max(uploads.length, 1),
+        userDirectives,
+        uploads: uploadPayloads,
+      });
+
+      const dataUrl = `data:${response.mimeType};base64,${response.imageBase64}`;
+      setResultImage(dataUrl);
+      setResultMimeType(response.mimeType);
+      setRatioDecisionState(activeRatioDecision);
+      setTokenCost(response.tokenCost);
+      console.info('NanoBanana ratio decision', {
+        requested: activeRatioDecision.requested,
+        chosen: activeRatioDecision.chosen,
+        reason: activeRatioDecision.reason,
+      });
+    } catch (error) {
+      setGenerationError(error instanceof Error ? error.message : String(error));
+    } finally {
+      setIsGenerating(false);
+    }
+  }, [
+    activeRatioDecision,
+    apiKey,
+    apiKeyLoaded,
+    coreInstruction,
+    creativeAddOn,
+    onRequestApiKeyModal,
+    parsedMarkdown,
+    selectedMode,
+    style,
+    uploads,
+  ]);
+
+  return (
+    <section className="composer-panel">
+      <div className="composer-intro">
+        <h2>Curator’s Panel</h2>
+        {style.about && <p>{style.about}</p>}
+        {activeRatioDecision && activeRatioDecision.reason === 'nearest_supported' && (
+          <p className="composer-note">
+            NanoBanana renders at {activeRatioDecision.chosen} for this request (requested {activeRatioDecision.requested}).
+          </p>
+        )}
+        {apiKeyLoaded && !apiKey && (
+          <p className="composer-note warning">Add your NanoBanana API key to enable generation.</p>
+        )}
+      </div>
+      <div className="composer-controls">
+        <div
+          className="upload-dropzone"
+          onDragOver={(event) => {
+            event.preventDefault();
+            if (event.dataTransfer) {
+              event.dataTransfer.dropEffect = 'copy';
+            }
+          }}
+          onDrop={handleDrop}
+        >
+          <input
+            type="file"
+            accept="image/*"
+            multiple={style.multi_subject?.allowed ?? true}
+            onChange={(event) => handleFiles(event.target.files)}
+          />
+          <span className="upload-icon" aria-hidden="true">⬆</span>
+          <p>Drag an image here or click to upload</p>
+          {style.multi_subject?.allowed && style.multi_subject.max_subjects && (
+            <small>Up to {style.multi_subject.max_subjects} subjects recommended.</small>
+          )}
+        </div>
+        {uploads.length > 0 && (
+          <ul className="upload-preview" aria-label="Uploaded images">
+            {uploads.map((file, index) => (
+              <li key={`${file.name}-${index}`}>
+                <span>{file.name}</span>
+                <button type="button" onClick={() => removeFile(index)} aria-label={`Remove ${file.name}`}>
+                  Remove
+                </button>
+              </li>
+            ))}
+          </ul>
+        )}
+      </div>
+      <aside className="composer-sidebar">
+        <label className="composer-field">
+          <span>Preferred ratio</span>
+          <select value={selectedRatio} onChange={(event) => onRatioChange(event.target.value)}>
+            {style.ratios.map((ratio) => (
+              <option key={ratio} value={ratio}>
+                {ratio}
+              </option>
+            ))}
+          </select>
+        </label>
+        <label className="composer-field">
+          <span>Mode</span>
+          <select value={selectedMode} onChange={(event) => onModeChange(event.target.value)}>
+            {style.modes.map((mode) => (
+              <option key={mode} value={mode}>
+                {mode}
+              </option>
+            ))}
+          </select>
+        </label>
+        <label className="composer-field">
+          <span>Add creative direction (optional)</span>
+          <textarea
+            value={creativeAddOn}
+            onChange={(event) => onCreativeChange(event.target.value)}
+            placeholder="e.g., set the hero against a crimson dragon"
+            rows={4}
+          />
+        </label>
+        <button
+          type="button"
+          className="composer-cta"
+          onClick={handleCommission}
+          disabled={isGenerating || !parsedMarkdown}
+        >
+          {isGenerating ? 'Commissioning…' : 'Commission artwork'}
+        </button>
+        {!parsedMarkdown && (
+          <p className="composer-note">Style framework is loading…</p>
+        )}
+        {generationError && <p className="composer-error">{generationError}</p>}
+      </aside>
+      {resultImage && (
+        <div className="composer-result">
+          <h3>Generated artwork</h3>
+          <button
+            type="button"
+            className="composer-result__preview"
+            onClick={() => setIsResultPreviewOpen(true)}
+          >
+            <img src={resultImage} alt="" />
+            <span className="sr-only">Open full-size preview</span>
+          </button>
+          <div className="composer-result__actions">
+            <button type="button" onClick={() => setIsResultPreviewOpen(true)}>
+              View full size
+            </button>
+            <button type="button" onClick={handleDownload}>
+              Download image
+            </button>
+          </div>
+          <dl>
+            {ratioDecisionState && (
+              <div>
+                <dt>Aspect ratio</dt>
+                <dd>
+                  {ratioDecisionState.chosen}
+                  {ratioDecisionState.reason === 'nearest_supported' && ` (requested ${ratioDecisionState.requested})`}
+                </dd>
+              </div>
+            )}
+            {typeof tokenCost === 'number' && (
+              <div>
+                <dt>Token cost</dt>
+                <dd>{tokenCost}</dd>
+              </div>
+            )}
+          </dl>
+        </div>
+      )}
+      {isResultPreviewOpen && resultImage && (
+        <div
+          className="composer-result__modal"
+          role="dialog"
+          aria-modal="true"
+          aria-label="Full-size generated artwork"
+          onClick={() => setIsResultPreviewOpen(false)}
+        >
+          <div
+            className="composer-result__modal-content"
+            onClick={(event) => event.stopPropagation()}
+          >
+            <button
+              type="button"
+              className="composer-result__modal-close"
+              onClick={() => setIsResultPreviewOpen(false)}
+            >
+              Close
+            </button>
+            <img src={resultImage} alt="NanoBanana generated artwork, full size" />
+          </div>
+        </div>
+      )}
+    </section>
+  );
+}
diff --git a/src/components/ApiKeyModal.tsx b/src/components/ApiKeyModal.tsx
new file mode 100644
index 0000000..3739252
--- /dev/null
+++ b/src/components/ApiKeyModal.tsx
@@ -0,0 +1,105 @@
+import { useEffect, useState } from 'react';
+import { clearNanoBananaApiKey, loadNanoBananaApiKey, saveNanoBananaApiKey } from '../lib/nanobanana/apiKey';
+
+interface ApiKeyModalProps {
+  open: boolean;
+  onClose: () => void;
+  onKeySaved?: (key: string | null) => void;
+}
+
+export function ApiKeyModal({ open, onClose, onKeySaved }: ApiKeyModalProps) {
+  const [apiKey, setApiKey] = useState('');
+  const [initialKey, setInitialKey] = useState<string | null>(null);
+  const [status, setStatus] = useState<{ message: string; tone: 'info' | 'error' } | null>(null);
+  const [loading, setLoading] = useState(false);
+
+  useEffect(() => {
+    if (!open) return;
+    setStatus(null);
+    setLoading(true);
+    loadNanoBananaApiKey()
+      .then((existing) => {
+        setInitialKey(existing);
+        setApiKey(existing ?? '');
+      })
+      .finally(() => setLoading(false));
+  }, [open]);
+
+  if (!open) return null;
+
+  const handleSave = async () => {
+    try {
+      setStatus(null);
+      setLoading(true);
+      await saveNanoBananaApiKey(apiKey.trim());
+      setInitialKey(apiKey.trim());
+      onKeySaved?.(apiKey.trim() || null);
+      setStatus({ message: 'API key saved to device keychain.', tone: 'info' });
+    } catch (error) {
+      setStatus({
+        message: error instanceof Error ? error.message : String(error),
+        tone: 'error',
+      });
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  const handleClear = async () => {
+    try {
+      setStatus(null);
+      setLoading(true);
+      await clearNanoBananaApiKey();
+      setInitialKey(null);
+      setApiKey('');
+      onKeySaved?.(null);
+      setStatus({ message: 'API key removed.', tone: 'info' });
+    } catch (error) {
+      setStatus({
+        message: error instanceof Error ? error.message : String(error),
+        tone: 'error',
+      });
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  return (
+    <div className="modal-backdrop" role="dialog" aria-modal="true">
+      <div className="modal-panel">
+        <header>
+          <h2>Configure NanoBanana API Key</h2>
+          <p className="modal-description">
+            MuseoMorph stores this key locally using the system keychain. It is never uploaded.
+          </p>
+        </header>
+        <label className="modal-field">
+          <span>API key</span>
+          <input
+            type="text"
+            value={apiKey}
+            onChange={(event) => setApiKey(event.target.value)}
+            placeholder="Enter your NanoBanana key"
+            autoComplete="off"
+            spellCheck={false}
+            disabled={loading}
+          />
+        </label>
+        <div className="modal-actions">
+          <button type="button" onClick={handleSave} disabled={loading || apiKey.trim().length === 0}>
+            Save key
+          </button>
+          <button type="button" onClick={handleClear} disabled={loading || !initialKey}>
+            Remove key
+          </button>
+          <button type="button" onClick={onClose} disabled={loading}>
+            Close
+          </button>
+        </div>
+        {status && (
+          <p className={`modal-status${status.tone === 'error' ? ' error' : ''}`}>{status.message}</p>
+        )}
+      </div>
+    </div>
+  );
+}
diff --git a/src/index.css b/src/index.css
new file mode 100644
index 0000000..47a88ec
--- /dev/null
+++ b/src/index.css
@@ -0,0 +1,49 @@
+@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&family=Playfair+Display:wght@500;600;700&display=swap');
+
+* {
+  box-sizing: border-box;
+}
+
+:root {
+  color-scheme: light;
+  --font-sans: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif;
+  --font-serif: 'Playfair Display', 'Georgia', serif;
+  --color-ink: #1f1f1f;
+  --color-muted: #4f4a43;
+  --color-background: #f6f2eb;
+  --color-panel: #ffffff;
+  --color-accent: #8b6f3d;
+  --color-accent-soft: rgba(139, 111, 61, 0.12);
+  --color-border: rgba(47, 37, 21, 0.12);
+  --color-nav: rgba(246, 242, 235, 0.94);
+}
+
+:root[data-theme='dark'] {
+  color-scheme: dark;
+  --color-ink: #f3ead5;
+  --color-muted: #d2c4a9;
+  --color-background: #100d08;
+  --color-panel: #1f1911;
+  --color-accent: #d8b26c;
+  --color-accent-soft: rgba(216, 178, 108, 0.2);
+  --color-border: rgba(244, 227, 197, 0.22);
+  --color-nav: rgba(20, 16, 11, 0.92);
+}
+
+body {
+  margin: 0;
+  font-family: var(--font-sans);
+  background-color: var(--color-background);
+  color: var(--color-ink);
+  -webkit-font-smoothing: antialiased;
+}
+
+a {
+  color: inherit;
+  text-decoration: none;
+}
+
+a:hover,
+a:focus {
+  text-decoration: underline;
+}
diff --git a/src/lib/nanobanana/apiKey.ts b/src/lib/nanobanana/apiKey.ts
new file mode 100644
index 0000000..3420ae5
--- /dev/null
+++ b/src/lib/nanobanana/apiKey.ts
@@ -0,0 +1,51 @@
+const STORAGE_KEY = 'museomorph.nanobanana.api_key';
+
+declare global {
+  interface Window {
+    __TAURI__?: { invoke?: (cmd: string, args?: Record<string, unknown>) => Promise<any> };
+    __TAURI_IPC__?: unknown;
+    __TAURI_INTERNALS__?: unknown;
+  }
+}
+
+export const isTauriRuntime =
+  typeof window !== 'undefined' &&
+  Boolean(window.__TAURI__?.invoke || window.__TAURI_IPC__ || window.__TAURI_INTERNALS__);
+
+async function loadTauriInvoke() {
+  if (!isTauriRuntime) {
+    throw new Error('Tauri runtime unavailable');
+  }
+  if (typeof window !== 'undefined' && typeof window.__TAURI__?.invoke === 'function') {
+    return window.__TAURI__.invoke;
+  }
+  const mod = await import('@tauri-apps/api/core');
+  return mod.invoke;
+}
+
+export async function saveNanoBananaApiKey(key: string): Promise<void> {
+  if (isTauriRuntime) {
+    const invoke = await loadTauriInvoke();
+    await invoke('store_nanobanana_api_key', { key });
+    return;
+  }
+  window.localStorage.setItem(STORAGE_KEY, key);
+}
+
+export async function loadNanoBananaApiKey(): Promise<string | null> {
+  if (isTauriRuntime) {
+    const invoke = await loadTauriInvoke();
+    const response = await invoke<string | null>('load_nanobanana_api_key');
+    return response ?? null;
+  }
+  return window.localStorage.getItem(STORAGE_KEY);
+}
+
+export async function clearNanoBananaApiKey(): Promise<void> {
+  if (isTauriRuntime) {
+    const invoke = await loadTauriInvoke();
+    await invoke('clear_nanobanana_api_key');
+    return;
+  }
+  window.localStorage.removeItem(STORAGE_KEY);
+}
diff --git a/src/lib/nanobanana/client.ts b/src/lib/nanobanana/client.ts
new file mode 100644
index 0000000..5e1b384
--- /dev/null
+++ b/src/lib/nanobanana/client.ts
@@ -0,0 +1,43 @@
+import type { RatioDecision, SupportedNanoBananaRatio } from './ratios';
+import { isTauriRuntime } from './apiKey';
+
+export interface UploadPayload {
+  name: string;
+  mimeType: string;
+  dataBase64: string;
+}
+
+export interface GenerateArtworkRequest {
+  prompt: string;
+  ratio: SupportedNanoBananaRatio;
+  ratioDecision: RatioDecision;
+  mode?: string;
+  subjectCount: number;
+  userDirectives: string[];
+  uploads: UploadPayload[];
+  additionalContext?: string;
+}
+
+export interface GenerateArtworkResponse {
+  imageBase64: string;
+  mimeType: string;
+  ratioUsed: SupportedNanoBananaRatio;
+  tokenCost: number;
+  debug?: Record<string, unknown>;
+}
+
+async function ensureTauriInvoke() {
+  if (!isTauriRuntime) {
+    throw new Error('Image generation is only available in the desktop app.');
+  }
+  const mod = await import('@tauri-apps/api/core');
+  return mod.invoke;
+}
+
+export async function generateArtwork(
+  request: GenerateArtworkRequest,
+): Promise<GenerateArtworkResponse> {
+  const invoke = await ensureTauriInvoke();
+  const response = await invoke<GenerateArtworkResponse>('generate_nanobanana_image', { request });
+  return response;
+}
diff --git a/src/lib/nanobanana/ratios.ts b/src/lib/nanobanana/ratios.ts
new file mode 100644
index 0000000..e09bffb
--- /dev/null
+++ b/src/lib/nanobanana/ratios.ts
@@ -0,0 +1,107 @@
+export const SUPPORTED_ASPECT_RATIOS = {
+  '1:1': { resolution: [1024, 1024] as const, tokens: 1290 },
+  '2:3': { resolution: [832, 1248] as const, tokens: 1290 },
+  '3:2': { resolution: [1248, 832] as const, tokens: 1290 },
+  '3:4': { resolution: [864, 1184] as const, tokens: 1290 },
+  '4:3': { resolution: [1184, 864] as const, tokens: 1290 },
+  '4:5': { resolution: [896, 1152] as const, tokens: 1290 },
+  '5:4': { resolution: [1152, 896] as const, tokens: 1290 },
+  '9:16': { resolution: [768, 1344] as const, tokens: 1290 },
+  '16:9': { resolution: [1344, 768] as const, tokens: 1290 },
+  '21:9': { resolution: [1536, 672] as const, tokens: 1290 },
+} as const;
+
+export type SupportedNanoBananaRatio = keyof typeof SUPPORTED_ASPECT_RATIOS;
+
+export type RatioOrientation = 'portrait' | 'landscape' | 'square';
+
+export interface RatioDecision {
+  requested: string;
+  chosen: SupportedNanoBananaRatio;
+  orientation: RatioOrientation;
+  reason: 'supported' | 'nearest_supported';
+  requestedValue: number;
+  chosenValue: number;
+  resolution: readonly [number, number];
+  tokenCost: number;
+}
+
+function parseRatio(value: string): { numeric: number; orientation: RatioOrientation } {
+  const match = value.trim().match(/^(\d+)\s*:\s*(\d+)$/);
+  if (!match) {
+    throw new Error(`Invalid ratio "${value}"`);
+  }
+  const width = Number(match[1]);
+  const height = Number(match[2]);
+  if (height === 0) {
+    throw new Error(`Ratio height must be > 0 for "${value}"`);
+  }
+  const numeric = width / height;
+  const epsilon = 1e-6;
+  if (Math.abs(numeric - 1) < epsilon) {
+    return { numeric: 1, orientation: 'square' };
+  }
+  return { numeric, orientation: numeric > 1 ? 'landscape' : 'portrait' };
+}
+
+export function chooseNanoBananaRatio(requested: string): RatioDecision {
+  const { numeric, orientation } = parseRatio(requested);
+  const supported = SUPPORTED_ASPECT_RATIOS[requested as SupportedNanoBananaRatio];
+  if (supported) {
+    return {
+      requested,
+      chosen: requested as SupportedNanoBananaRatio,
+      orientation,
+      reason: 'supported',
+      requestedValue: numeric,
+      chosenValue: numeric,
+      resolution: supported.resolution,
+      tokenCost: supported.tokens,
+    };
+  }
+
+  const portraitKeys: SupportedNanoBananaRatio[] = ['2:3', '3:4', '4:5', '9:16'];
+  const landscapeKeys: SupportedNanoBananaRatio[] = ['3:2', '4:3', '5:4', '16:9', '21:9'];
+  const candidates: SupportedNanoBananaRatio[] =
+    orientation === 'square'
+      ? ['1:1']
+      : orientation === 'portrait'
+      ? portraitKeys
+      : landscapeKeys;
+
+  let best: SupportedNanoBananaRatio = candidates[0];
+  let smallestDelta = Number.POSITIVE_INFINITY;
+
+  for (const key of candidates) {
+    const { resolution } = SUPPORTED_ASPECT_RATIOS[key];
+    const candidateValue = resolution[0] / resolution[1];
+    const delta = Math.abs(candidateValue - numeric);
+    if (delta < smallestDelta) {
+      smallestDelta = delta;
+      best = key;
+    }
+  }
+
+  const chosenMeta = SUPPORTED_ASPECT_RATIOS[best];
+
+  return {
+    requested,
+    chosen: best,
+    orientation,
+    reason: 'nearest_supported',
+    requestedValue: numeric,
+    chosenValue: chosenMeta.resolution[0] / chosenMeta.resolution[1],
+    resolution: chosenMeta.resolution,
+    tokenCost: chosenMeta.tokens,
+  };
+}
+
+export function mapStyleRatios(ratios: string[]): RatioDecision[] {
+  return ratios.map((ratio) => {
+    try {
+      return chooseNanoBananaRatio(ratio);
+    } catch (err) {
+      return chooseNanoBananaRatio('1:1');
+    }
+  });
+}
diff --git a/src/lib/prompt/__tests__/promptBuilder.test.ts b/src/lib/prompt/__tests__/promptBuilder.test.ts
new file mode 100644
index 0000000..7f1f6a3
--- /dev/null
+++ b/src/lib/prompt/__tests__/promptBuilder.test.ts
@@ -0,0 +1,81 @@
+import { readFileSync } from 'fs';
+import path from 'path';
+import { fileURLToPath } from 'url';
+import { describe, expect, it } from 'vitest';
+import manifestJson from '../../../../manifest.json';
+import { buildPrompt, parseStyleMarkdown, planPadding, ManifestStyleEntry } from '../index';
+
+const __dirname = path.dirname(fileURLToPath(import.meta.url));
+
+describe('parseStyleMarkdown', () => {
+  it('extracts sections and renderer adapter from markdown', () => {
+    const stylePath = path.resolve(__dirname, '../../../../styles/american_illustration/norman_rockwell_american_storytelling.md');
+    const markdown = readFileSync(stylePath, 'utf-8');
+    const parsed = parseStyleMarkdown(markdown);
+
+    expect(parsed.rendererAdapter).toBeDefined();
+    expect(parsed.rendererAdapter).toContain('Renderer-Agnostic Adapter');
+    expect(parsed.sections['1']).toBeDefined();
+    expect(parsed.sections['1']).toContain('## 1) Core Instruction & Likeness Mandate');
+    expect(parsed.sections['6']).toContain('## 6) Safety & IP Constraints');
+  });
+});
+
+describe('buildPrompt', () => {
+  it('builds a prompt with header, context, and ordered sections', () => {
+    const style = (manifestJson as any).styles['norman_rockwell_american_storytelling'] as ManifestStyleEntry;
+    const stylePath = path.resolve(__dirname, '../../../../styles/american_illustration/norman_rockwell_american_storytelling.md');
+    const parsed = parseStyleMarkdown(readFileSync(stylePath, 'utf-8'));
+
+    const result = buildPrompt({
+      style,
+      markdown: parsed,
+      ratio: '3:4',
+      mode: 'Cover Narrative',
+      subjectCount: 2,
+      userDirectives: ['Include a festive winter storefront backdrop'],
+    });
+
+    expect(result.prompt).toContain('MuseoMorph Style: Norman Rockwell — American Storytelling');
+    expect(result.prompt).toContain('Selected Ratio: 3:4');
+    expect(result.prompt).toContain('Selected Mode: Cover Narrative');
+    expect(result.prompt).toContain('Multi-Subject Directive');
+    expect(result.prompt).toContain('## 1) Core Instruction & Likeness Mandate');
+    expect(result.prompt).toContain('## 8) Typography & Text Integration (If Historically Present)');
+    expect(result.metadata.ratio).toBe('3:4');
+    expect(result.metadata.subjectCount).toBe(2);
+  });
+
+  it('throws when unsupported ratio requested', () => {
+    const style = (manifestJson as any).styles['norman_rockwell_american_storytelling'] as ManifestStyleEntry;
+    const stylePath = path.resolve(__dirname, '../../../../styles/american_illustration/norman_rockwell_american_storytelling.md');
+    const parsed = parseStyleMarkdown(readFileSync(stylePath, 'utf-8'));
+
+    expect(() => buildPrompt({
+      style,
+      markdown: parsed,
+      ratio: '5:7',
+    })).toThrow();
+  });
+});
+
+describe('planPadding', () => {
+  it('plans padding for a square image to a 2:3 canvas', () => {
+    const plan = planPadding(512, 512, '2:3');
+    expect(plan.targetWidth).toBe(512);
+    expect(plan.targetHeight).toBe(768);
+    expect(plan.padTop + plan.padBottom).toBe(256);
+  });
+
+  it('returns zero padding when ratios already match', () => {
+    const plan = planPadding(600, 900, '2:3');
+    expect(plan.padTop).toBe(0);
+    expect(plan.padBottom).toBe(0);
+    expect(plan.padLeft).toBe(0);
+    expect(plan.padRight).toBe(0);
+  });
+
+  it('throws on invalid ratios', () => {
+    expect(() => planPadding(600, 900, 'foo')).toThrow();
+  });
+});
diff --git a/src/lib/prompt/buildPrompt.ts b/src/lib/prompt/buildPrompt.ts
new file mode 100644
index 0000000..c229927
--- /dev/null
+++ b/src/lib/prompt/buildPrompt.ts
@@ -0,0 +1,117 @@
+import { ManifestStyleEntry, ParsedStyleMarkdown, PromptBuildOptions, PromptBuildResult } from './types';
+
+const SECTION_ORDER = ['1', '2', '3', '4', '5', '6', '7', '8'];
+
+function assertRatio(style: ManifestStyleEntry, ratio: string): void {
+  if (!style.ratios.includes(ratio)) {
+    throw new Error(
+      `Ratio "${ratio}" is not supported by style ${style.display_name}. Supported ratios: ${style.ratios.join(', ')}`,
+    );
+  }
+}
+
+function assertMode(style: ManifestStyleEntry, mode?: string): void {
+  if (!mode) return;
+  if (!style.modes?.includes(mode)) {
+    throw new Error(
+      `Mode "${mode}" is not defined for style ${style.display_name}. Available modes: ${style.modes?.join(', ') ?? 'none'}`,
+    );
+  }
+}
+
+function buildMultiSubjectDirective(
+  style: ManifestStyleEntry,
+  subjectCount: number,
+): string | undefined {
+  if (subjectCount <= 1) return undefined;
+
+  if (!style.multi_subject?.allowed) {
+    throw new Error(`Style ${style.display_name} is limited to a single subject.`);
+  }
+
+  const lines = [`Multi-Subject Directive: Render ${subjectCount} subjects within the selected ratio.`];
+
+  if (style.multi_subject.max_subjects) {
+    lines.push(`Maximum supported subjects: ${style.multi_subject.max_subjects}.`);
+  }
+  if (style.multi_subject.layout_hint) {
+    lines.push(`Layout hint: ${style.multi_subject.layout_hint}`);
+  }
+  if (style.multi_subject.identity_priority?.length) {
+    lines.push(`Identity priority: ${style.multi_subject.identity_priority.join(', ')}`);
+  }
+
+  return lines.join(' ');
+}
+
+export function buildPrompt(options: PromptBuildOptions): PromptBuildResult {
+  const { style, markdown, ratio, mode, subjectCount = 1, userDirectives = [], additionalContext } = options;
+
+  assertRatio(style, ratio);
+  assertMode(style, mode);
+
+  const headerParts = [
+    `MuseoMorph Style: ${style.display_name}`,
+    `Selected Ratio: ${ratio}`,
+  ];
+
+  if (mode) {
+    headerParts.push(`Selected Mode: ${mode}`);
+  }
+
+  headerParts.push(`Subjects: ${subjectCount}`);
+
+  if (style.artist) {
+    headerParts.push(`Artist Context: ${style.artist}`);
+  }
+  if (style.movement) {
+    headerParts.push(`Movement: ${style.movement}`);
+  }
+
+  const multiSubjectDirective = buildMultiSubjectDirective(style, subjectCount);
+  if (multiSubjectDirective) {
+    headerParts.push(multiSubjectDirective);
+  }
+
+  if (additionalContext) {
+    headerParts.push(`Additional Context: ${additionalContext}`);
+  }
+
+  if (userDirectives.length > 0) {
+    headerParts.push(`User Directives:\n- ${userDirectives.join('\n- ')}`);
+  }
+
+  const sections: string[] = [];
+
+  if (style.about) {
+    sections.push(`About the Style:\n${style.about.trim()}`);
+  }
+
+  if (markdown.preface) {
+    sections.push(markdown.preface.trim());
+  }
+
+  if (markdown.rendererAdapter) {
+    sections.push(markdown.rendererAdapter.trim());
+  }
+
+  for (const key of SECTION_ORDER) {
+    const section = markdown.sections[key];
+    if (section) {
+      sections.push(section.trim());
+    }
+  }
+
+  const prompt = `${headerParts.join('\n')}`.trim() + '\n\n' + sections.join('\n\n');
+
+  return {
+    prompt: prompt.trim(),
+    metadata: {
+      ratio,
+      mode,
+      subjectCount,
+      styleId: style.id,
+      styleDisplayName: style.display_name,
+    },
+  };
+}
diff --git a/src/lib/prompt/imagePadding.ts b/src/lib/prompt/imagePadding.ts
new file mode 100644
index 0000000..be9f2b1
--- /dev/null
+++ b/src/lib/prompt/imagePadding.ts
@@ -0,0 +1,98 @@
+import { PaddingPlan } from './types';
+
+function parseRatio(ratio: string): number {
+  const parts = ratio.split(':').map(Number);
+  if (parts.length !== 2 || parts.some((value) => Number.isNaN(value) || value <= 0)) {
+    throw new Error(`Invalid ratio "${ratio}". Expected format like 2:3.`);
+  }
+  return parts[0] / parts[1];
+}
+
+/**
+ * Computes how much padding is required to wrap an image within a target aspect ratio without cropping.
+ */
+export function planPadding(
+  originalWidth: number,
+  originalHeight: number,
+  targetRatio: string,
+): PaddingPlan {
+  if (originalWidth <= 0 || originalHeight <= 0) {
+    throw new Error('Image dimensions must be positive numbers.');
+  }
+
+  const ratio = parseRatio(targetRatio);
+
+  const currentRatio = originalWidth / originalHeight;
+  let targetWidth = originalWidth;
+  let targetHeight = originalHeight;
+
+  if (Math.abs(currentRatio - ratio) < 1e-6) {
+    return {
+      targetWidth,
+      targetHeight,
+      padTop: 0,
+      padRight: 0,
+      padBottom: 0,
+      padLeft: 0,
+    };
+  }
+
+  if (currentRatio > ratio) {
+    // Image is too wide; add padding vertically
+    targetHeight = Math.round(originalWidth / ratio);
+  } else {
+    // Image is too tall or square compared to target; add padding horizontally
+    targetWidth = Math.round(originalHeight * ratio);
+  }
+
+  const padHeight = targetHeight - originalHeight;
+  const padWidth = targetWidth - originalWidth;
+
+  const padTop = Math.floor(padHeight / 2);
+  const padBottom = padHeight - padTop;
+  const padLeft = Math.floor(padWidth / 2);
+  const padRight = padWidth - padLeft;
+
+  return {
+    targetWidth,
+    targetHeight,
+    padTop,
+    padRight,
+    padBottom,
+    padLeft,
+  };
+}
+
+/**
+ * Draws an HTMLImageElement onto a padded canvas matching the requested ratio.
+ * Falls back gracefully if no DOM/canvas environment is available.
+ */
+export async function createPaddedCanvas(
+  image: HTMLImageElement | HTMLCanvasElement,
+  targetRatio: string,
+  background: string | CanvasGradient | CanvasPattern = 'rgba(0,0,0,0)',
+): Promise<HTMLCanvasElement> {
+  if (typeof document === 'undefined') {
+    throw new Error('createPaddedCanvas requires a browser environment.');
+  }
+
+  const { naturalWidth, naturalHeight } = (image as HTMLImageElement);
+  const width = (naturalWidth ?? image.width);
+  const height = (naturalHeight ?? image.height);
+  const plan = planPadding(width, height, targetRatio);
+
+  const canvas = document.createElement('canvas');
+  canvas.width = plan.targetWidth;
+  canvas.height = plan.targetHeight;
+
+  const ctx = canvas.getContext('2d');
+  if (!ctx) {
+    throw new Error('Failed to acquire 2D context.');
+  }
+
+  ctx.fillStyle = background;
+  ctx.fillRect(0, 0, canvas.width, canvas.height);
+  ctx.drawImage(image, plan.padLeft, plan.padTop, width, height);
+
+  return canvas;
+}
diff --git a/src/lib/prompt/index.ts b/src/lib/prompt/index.ts
new file mode 100644
index 0000000..9af4118
--- /dev/null
+++ b/src/lib/prompt/index.ts
@@ -0,0 +1,4 @@
+export * from './types';
+export { parseStyleMarkdown } from './parseStyle';
+export { planPadding, createPaddedCanvas } from './imagePadding';
+export { buildPrompt } from './buildPrompt';
diff --git a/src/lib/prompt/parseStyle.ts b/src/lib/prompt/parseStyle.ts
new file mode 100644
index 0000000..3841edf
--- /dev/null
+++ b/src/lib/prompt/parseStyle.ts
@@ -0,0 +1,56 @@
+import matter from 'gray-matter';
+import { ParsedStyleMarkdown } from './types';
+
+/**
+ * Parses a MuseoMorph style markdown file into frontmatter, renderer adapter, and numbered sections.
+ */
+export function parseStyleMarkdown(markdown: string): ParsedStyleMarkdown {
+  const { data, content } = matter(markdown);
+  const trimmed = content.trim();
+
+  const headingRegex = /^##\s+(.+)$/gm;
+  const matches: Array<{ title: string; start: number; end: number }> = [];
+
+  let match: RegExpExecArray | null;
+  while ((match = headingRegex.exec(trimmed)) !== null) {
+    matches.push({
+      title: match[1].trim(),
+      start: match.index,
+      end: match.index + match[0].length,
+    });
+  }
+
+  let preface: string | undefined;
+  if (matches.length > 0 && matches[0].start > 0) {
+    preface = trimmed.slice(0, matches[0].start).trim();
+  }
+
+  const sections: Record<string, string> = {};
+  let rendererAdapter: string | undefined;
+
+  for (let i = 0; i < matches.length; i++) {
+    const current = matches[i];
+    const nextStart = i + 1 < matches.length ? matches[i + 1].start : trimmed.length;
+    const body = trimmed.slice(current.end, nextStart).trim();
+    const sectionText = body ? `## ${current.title}\n\n${body}` : `## ${current.title}`;
+    const normalizedTitle = current.title.toLowerCase();
+
+    const sectionMatch = current.title.match(/^(\d)\)\s+/);
+    if (sectionMatch) {
+      const key = sectionMatch[1];
+      sections[key] = sectionText;
+      continue;
+    }
+
+    if (normalizedTitle.startsWith('renderer-agnostic adapter')) {
+      rendererAdapter = sectionText;
+    }
+  }
+
+  return {
+    frontmatter: data as Record<string, unknown>,
+    preface,
+    rendererAdapter,
+    sections,
+  };
+}
diff --git a/src/lib/prompt/types.ts b/src/lib/prompt/types.ts
new file mode 100644
index 0000000..fff21e1
--- /dev/null
+++ b/src/lib/prompt/types.ts
@@ -0,0 +1,59 @@
+export interface ManifestStyleMultiSubject {
+  allowed: boolean;
+  max_subjects?: number;
+  layout_hint?: string;
+  identity_priority?: string[];
+}
+
+export interface ManifestStyleEntry {
+  id: string;
+  group: string;
+  display_name: string;
+  file: string;
+  ratios: string[];
+  modes?: string[];
+  safety_profile?: string[];
+  multi_subject?: ManifestStyleMultiSubject;
+  about?: string;
+  artist?: string;
+  movement?: string;
+  style_scope?: string;
+  sections_index?: Record<string, string>;
+}
+
+export interface ParsedStyleMarkdown {
+  frontmatter: Record<string, unknown>;
+  preface?: string;
+  rendererAdapter?: string;
+  sections: Record<string, string>;
+}
+
+export interface PromptBuildOptions {
+  style: ManifestStyleEntry;
+  markdown: ParsedStyleMarkdown;
+  ratio: string;
+  mode?: string;
+  subjectCount?: number;
+  userDirectives?: string[];
+  additionalContext?: string;
+}
+
+export interface PromptBuildResult {
+  prompt: string;
+  metadata: {
+    ratio: string;
+    mode?: string;
+    subjectCount: number;
+    styleId: string;
+    styleDisplayName: string;
+  };
+}
+
+export interface PaddingPlan {
+  targetWidth: number;
+  targetHeight: number;
+  padTop: number;
+  padRight: number;
+  padBottom: number;
+  padLeft: number;
+}
diff --git a/src/main.tsx b/src/main.tsx
new file mode 100644
index 0000000..f21a02a
--- /dev/null
+++ b/src/main.tsx
@@ -0,0 +1,10 @@
+import React from 'react';
+import ReactDOM from 'react-dom/client';
+import App from './App';
+import './index.css';
+
+ReactDOM.createRoot(document.getElementById('root') as HTMLElement).render(
+  <React.StrictMode>
+    <App />
+  </React.StrictMode>
+);
diff --git a/src/vite-env.d.ts b/src/vite-env.d.ts
new file mode 100644
index 0000000..26b56ae
--- /dev/null
+++ b/src/vite-env.d.ts
@@ -0,0 +1 @@
+/// <reference types=\"vite/client\" />
diff --git a/styles-source/archive/European_Comics_Cover_Style.md b/styles-source/archive/European_Comics_Cover_Style.md
new file mode 100644
index 0000000..1fe987c
--- /dev/null
+++ b/styles-source/archive/European_Comics_Cover_Style.md
@@ -0,0 +1,940 @@
+
+
+# **European Comics Cover Style**
+
+
+
+## Moebius (Jean Giraud) Style - Crystalline Ligne Claire Precision
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 European album format** or **16:9 panoramic vista** - ignore source image dimensions completely. **CRITICAL LIGNE CLAIRE CRYSTALLINE DOMINANCE:** Moebius' ultra-pure ligne claire technique with **flat color application** and **weightless precision** overrides ALL sketchy illustration, textural brushwork, and conventional atmospheric rendering. **COMPLETE CRYSTALLINE LIGNE CLAIRE TRANSFORMATION WITH FLAT COLOR PURITY REQUIRED.** **Redraw command:** "Transform subject into authentic **Moebius crystalline ligne claire precision** with **ultra-clean pen linework**, **flat color application without gradients**, **weightless figure clarity**, and **impossible desert crystalline landscapes** for **exact format specification** - NOT sketchy texture, brushwork rendering, or atmospheric shading techniques." **Anti-Textural Priority:** **NO rough linework, brushwork texture, atmospheric gradients, crosshatching, or earthbound realism that eliminates ligne claire crystalline purity and flat color precision.** **Completely redraw emphasizing ultra-clean pen precision with flat color application and impossible crystalline clarity.** **Face-Treatment Flag:** `ligne-claire` **Pose Flag:** `weightless-floating` **Canvas Control Flag:** `adaptive-extend` **Crystalline Medium Enforcement:** **Subject must exhibit weightless ligne claire clarity with flat color precision, not textural or atmospheric presentation.** **Mode Selector:** Choose [Crystalline Explorer] or [Weightless Wanderer] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (European album standard)
+- **16:9** (cosmic panoramic vista)
+- **3:4** (crystalline portrait focus)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with crystalline impossible landscape expansion and flat color precision
+- **Spatial Allocation:** Subject positioned within vast impossible terrains emphasizing weightless scale and crystalline wonder
+- **Background Treatment:** Extend crystalline desert vistas with flat color precision, impossible geological formations with ligne claire clarity, pterodactyl-populated skies with weightless integration
+- **Format Justification:** Moebius' European ligne claire tradition requires crystalline impossible framing supporting weightless imagination and flat color precision through ultra-clean visual clarity
+## 3) Style Context & Material Authenticity
+
+Jean Giraud's transformative approach as Moebius (1962-2012) established **crystalline ligne claire cosmic exploration** through **flat color precision** and **weightless impossible landscapes**. Production method emphasizes **ultra-clean pen technique mastery** with **no textural dependency**, **flat color application without atmospheric gradients**, **impossible geological precision**, **wordless storytelling excellence**, and **crystalline landscape integration**. Purpose centers on **cosmic impossible exploration** through **weightless landscape navigation** and **crystalline visual storytelling**. Hallmark motifs include **endless crystalline desert landscapes with impossible geological precision**, **floating pterodactyl companions with weightless integration**, **mysterious wandering figures in cosmic weightless isolation**, **impossible geometric landscape formations with crystalline clarity**, **ultra-precise ligne claire pen work with weightless quality**, **flat atmospheric color without traditional depth gradients**, and **wordless impossible narratives with crystalline storytelling**. Period framing encompasses **timeless cosmic impossible settings** with **crystalline ligne claire sophistication** creating **weightless imaginative exploration**. **Tone Tag:** Crystalline weightless wonder.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Ultra-precise ligne claire pen work** with **crystalline weightless clarity** ranging **0.2-0.6 pt** based on **impossible hierarchy** and **weightless precision emphasis**; **no textural dependency** - forms defined through **pure outline precision** and **flat color relationships only**. **Impossible landscape weightless definition** with **crystalline geometric precision**. **Color:** **Flat color application palette** at **85-95% saturation** with **no atmospheric gradients** and **crystalline impossible color relationships**. **Moebius signature crystalline flat approach**: **turquoise impossible skies (#40e0d0, #48d1cc) applied flat**, **orange desert impossibilities (#ff6347, #ff7f50) without gradients**, **purple cosmic mysteries (#9370db, #8a2be2) in flat application**, **golden crystalline highlights (#ffd700, #daa520) without atmospheric depth**. **Flat color temperature modeling** with **no traditional atmospheric perspective or gradients**. **Texture:** **Crystalline ligne claire surface** with **weightless flat precision** and **impossible landscape clarity**. **Cosmic impossible flat mastery**: **crystalline geological formations with ligne claire precision and flat color, impossible architectural elements with geometric weightless accuracy, desert surfaces with crystalline flat clarity, pterodactyl anatomy with biological weightless precision and flat color application**. **European album flat surface quality** throughout. **Detail hierarchy:** **Cosmic wandering figures** receive **weightless ligne claire attention** with **impossible flat proportional integration**, **impossible landscape elements** rendered with **crystalline geometric flat precision** and **weightless imagination detail**, **environmental impossibilities** showing **ligne claire flat atmospheric mastery**, **cosmic contemplation** prioritized for **crystalline weightless inspiration**. **Material simulation:** **Pure ligne claire techniques** with **flat color precision** and **impossible landscape flat integration**. **Cosmic impossible flat effects**: **weightless crystalline flat modeling, impossible geometric flat precision, cosmic flat atmospheric clarity, impossible landscape flat integration** all with **ligne claire flat sophistication**. **Flat Color Requirements:** **Mandatory flat color application throughout** with **no gradients, atmospheric depth, or textural rendering**, **crystalline flat precision**, **weightless flat color relationships**. **Canvas Adaptation Anchor:** Crystalline ligne claire composition extends naturally within declared aspect ratio with cosmic impossible flat emphasis and European album flat precision. **Renderer mapping hint:** Set stylization to 80-90%, chaos to 0-10%, CFG scale 12-16 for **crystalline flat precision** with **impossible cosmic flat integration**. **Critical ligne claire enforcement:** All linework must be ultra-clean without texture or atmospheric effects. **Critical flat color enforcement:** All color must be flat application without gradients or atmospheric depth. **Critical weightless enforcement:** All elements must exhibit crystalline weightless impossible precision.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Crystalline explorer styling** with **ligne claire flat simplicity** and **impossible adventure flat integration**, **minimal weightless clothing** with **crystalline flat design** and **cosmic flat functionality**, **flowing simple flat garments** showing **weightless ligne claire flat design** and **impossible environmental flat practicality**, ornament scale **0-1** (minimal cosmic accessories with ligne claire flat simplicity, impossible adventure flat elements); hair & makeup scale **0-1** (natural ligne claire flat styling for **crystalline flat clarity**); **simple adventure flat footwear** with **impossible terrain flat capability**.
+- **Adults (male-presenting):** **Cosmic wanderer flat styling** with **ligne claire character flat emphasis**, **simple adventure flat clothing** showcasing **crystalline flat clarity** and **impossible terrain flat navigation**; accessories **0-1** pieces (simple cosmic flat tools, impossible adventure flat gear); **cosmic explorer flat aesthetic** with **ligne claire flat sophistication**.
+- **Fabric behavior:** **Ligne claire cosmic flat fabric physics** with **weightless impossible flat drape** and **crystalline environmental flat interaction** showing **cosmic flat atmospheric conditions** and **impossible landscape flat integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [crystalline staff with flat precision, impossible navigation tool with flat design, cosmic pterodactyl companion with flat color, geometric artifact with flat clarity, ligne claire vehicle with flat application]
+  occasional: [floating impossible architecture with flat precision, cosmic geometric sculpture with flat color, crystalline communication device with flat design, impossible terrain feature with flat clarity]
+  rare: [legendary cosmic artifact with ligne claire flat precision, impossible architectural wonder with flat color, crystalline cosmic treasure with flat design, geometric impossibility with flat clarity]
+  micro: [cosmic geometric flat detail, crystalline impossible flat accent, ligne claire environmental flat element, weightless cosmic flat particle]
+  exclusions:
+    - "no textural items inappropriate to crystalline ligne claire flat precision"
+    - "no atmospheric objects that break flat color ligne claire crystalline simplicity"
+  dependencies:
+    - "cosmic items require ligne claire flat precision and impossible geometric flat functionality"
+    - "impossible elements must support crystalline cosmic flat exploration and flat color contemplation"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "sketchy illustration techniques", "textural brushwork rendering", "atmospheric gradients or shading", "earthbound realistic landscapes", "crosshatching or texture lines"; **NO rough linework that eliminates ligne claire flat precision**; **NO atmospheric elements that break crystalline flat integration**; **NO traditional perspective that lacks crystalline flat weightlessness**; **NO textural proportions that eliminate impossible flat wonder scale**. **✓ Canvas Positives:** "exactly [declared ratio]", "ultra-precise ligne claire flat linework", "crystalline impossible flat landscapes", "weightless cosmic flat clarity"; **Ligne claire flat precision mastery** with **impossible geometric flat integration**; **Cosmic impossible flat landscapes** with **weightless imagination vista creation and crystalline flat clarity**; **Weightless character integration** within **cosmic exploration flat storytelling and impossible terrain flat navigation**; **Flat color atmospheric effects** with **crystalline flat presentation emphasis and cosmic flat wonder**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 European Album:** Character cosmic flat exploration with impossible environmental flat support and ligne claire flat cover impact, vertical emphasis with wandering subject within vast impossible flat landscapes ≥60%
+- **For 16:9 Cosmic Vista:** Panoramic impossible flat landscape wonder with cosmic flat integration, floating geometric flat architectures, and ligne claire environmental flat mastery with weightless impossible flat scale
+- **For 3:4 Crystalline Focus:** Portrait emphasis with Moebius' ligne claire flat treatment and cosmic flat contemplation context within impossible crystalline flat environments
+
+**Staging:** Subjects positioned within **impossible cosmic flat exploration scenarios** showing **weightless wandering** and **crystalline cosmic flat capability** in **weightless impossible flat landscapes with floating geometric flat impossibilities**. **Camera/perspective:** **Cosmic flat wonder angles** supporting **impossible flat scale appreciation** and **crystalline flat contemplation excellence**. **Background density:** **Impossible cosmic flat landscapes** with **crystalline ligne claire flat effects**, **floating impossible flat architectural elements**, **pterodactyl-populated flat skies**, and **cosmic flat wonder-inspiring environmental quality with impossible geometric flat precision**. **Environmental Requirements:** **Mandatory impossible desert flat landscapes with crystalline flat precision**, **floating geometric flat architectural elements or cosmic flat impossibilities**, **pterodactyl companions or impossible flat creature features**, **ligne claire flat atmospheric effects with cosmic flat wonder**, **geometric flat impossibilities creating crystalline flat contemplation**. **Surface Context Anchor:** Crystalline ligne claire flat illustration surface with impossible flat precision appropriate to cosmic impossible flat exploration **Ratio Enforcement Anchor:** Impossible ligne claire flat environments extend naturally within declared ratio while maintaining weightless character flat focus and cosmic impossible flat wonder excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Essential** to Moebius' wordless storytelling philosophy; **omit all embedded text**. Moebius emphasized **pure visual cosmic flat storytelling** through **ligne claire flat presentation** and **impossible landscape crystalline flat contemplation**.Enki Bilal Style - Dystopian Painterly Realism
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 dystopian album format** or **3:4 political portrait** - ignore source image dimensions completely. **CRITICAL PAINTERLY DECAY DOMINANCE:** Enki Bilal's visible brushwork mixed-media realism with **weathered facial precision** and **atmospheric social breakdown** overrides ALL clean digital art, bright optimistic imagery, and non-textural character presentation. **COMPLETE PAINTERLY ATMOSPHERIC TRANSFORMATION WITH VISIBLE DECAY TEXTURE REQUIRED.** **Redraw command:** "Transform subject into authentic **Enki Bilal painterly decay realism** with **visible mixed-media brushwork**, **weathered contemplative faces**, **atmospheric social breakdown**, and **cold muted color dominance with strategic warm accents** for **exact format specification** - NOT clean digital art, bright imagery, or smooth character design." **Anti-Digital Priority:** **NO clean surfaces, bright optimistic colors, smooth rendering, or apolitical presentation that eliminates visible brushwork decay and atmospheric social tension.** **Completely redraw emphasizing visible painterly texture with weathered character faces and environmental breakdown.** **Face-Treatment Flag:** `brush-wash` **Pose Flag:** `contemplative-stillness` **Canvas Control Flag:** `adaptive-extend` **Painterly Decay Medium Enforcement:** **Subject must exhibit visible brushwork texture with weathered atmospheric integration, not clean or optimistic presentation.** **Mode Selector:** Choose [Weathered Character] or [Decay Environment] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (dystopian album standard)
+- **3:4** (political character portrait)
+- **16:9** (social decay panorama)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with painterly atmospheric expansion and visible texture integration
+- **Spatial Allocation:** Subject positioned within decaying social environments emphasizing weathered contemplation and atmospheric breakdown
+- **Background Treatment:** Extend crumbling urban dystopias with visible brushwork, political architectural decay with mixed-media texture, atmospheric social environments with painterly depth integration
+- **Format Justification:** Bilal's European painterly tradition requires atmospheric decay framing supporting weathered character presentation and visible brushwork sophistication through mixed-media atmospheric integration
+## 3) Style Context & Material Authenticity
+
+Enki Bilal's distinctive approach (1975-present) established **painterly dystopian realism** through **visible mixed-media brushwork** and **weathered character sophistication**. Production method emphasizes **mixed-media painting mastery** with **watercolor, gouache, and pencil integration**, **Yugoslav war trauma atmospheric influence**, **architectural decay research with painterly interpretation**, **blue-skinned figure surreal integration**, and **contemplative weathered character excellence**. Purpose centers on **atmospheric political exploration** through **painterly social decay** and **contemplative character integration**. Hallmark motifs include **weathered contemplative faces with painterly precision**, **visible mixed-media brushwork creating atmospheric texture**, **crumbling dystopian cityscapes with painterly architectural decay**, **cold muted color palettes with strategic warm accents**, **atmospheric environmental breakdown with visible texture**, **political media integration with painterly sophistication**, and **contemplative character poses suggesting social alienation**. Period framing encompasses **near-future dystopian political settings** with **painterly atmospheric sophistication** creating **weathered social realism**. **Tone Tag:** Painterly contemplative decay.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Visible mixed-media line work** with **painterly texture emphasis** ranging **0.3-2.5 pt** based on **atmospheric hierarchy** and **weathered character integration**; **contemplative edge definition** with **brushwork texture modeling**. **Weathered architectural precision** with **painterly decay integration**. **Color:** **Cold muted palette** at **45-70% saturation** with **atmospheric painterly relationships** and **strategic warm accent emphasis**. **Bilal signature painterly approach**: **cold atmospheric blues (#4a5568, #718096)**, **muted decay grays (#9ca3af, #6b7280)**, **strategic warm flesh tones (#d69e2e, #b7791f)**, **environmental breakdown browns (#92400e, #a16207)**. **Cold dominant color temperature** with **strategic warm character accents** and **atmospheric painterly integration**. **Texture:** **Visible mixed-media surface** with **painterly decay mastery** and **atmospheric brushwork effects**. **Painterly atmospheric texture mastery**: **weathered character skin with visible brushwork modeling, environmental decay surfaces with mixed-media precision, clothing fabric with painterly wear patterns, atmospheric breakdown with visible texture integration**. **European painterly surface quality** throughout. **Detail hierarchy:** **Weathered contemplative characters** receive **maximum painterly attention** with **atmospheric integration emphasis**, **dystopian environmental elements** rendered with **visible brushwork precision** and **decay atmospheric detail**, **architectural breakdown elements** showing **painterly decay mastery**, **atmospheric integration** prioritized for **contemplative weathered inspiration**. **Material simulation:** **Mixed-media painting techniques** with **visible brushwork mastery** and **atmospheric decay treatment**. **Painterly atmospheric effects**: **visible brushwork modeling, weathered texture integration, atmospheric breakdown precision, contemplative character depth** all with **painterly sophistication**. **Brushwork Requirements:** **Mandatory visible mixed-media brushwork** creating **atmospheric texture throughout**, **weathered character modeling with painterly precision**, **environmental decay with visible texture integration**. **Canvas Adaptation Anchor:** Painterly atmospheric composition extends naturally within declared aspect ratio with weathered character emphasis and visible brushwork presentation. **Renderer mapping hint:** Set stylization to 75-85%, chaos to 25-35%, CFG scale 10-14 for **painterly atmospheric realism** with **visible brushwork integration**. **Critical brushwork enforcement:** All surfaces must show visible mixed-media brushwork with painterly texture. **Critical weathering enforcement:** Characters must display contemplative weathered faces with atmospheric integration. **Critical decay enforcement:** Environmental elements must show atmospheric breakdown with visible painterly texture.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Weathered contemporary styling** with **atmospheric decay integration** and **contemplative design**, **practical survival clothing** with **painterly functionality** and **atmospheric environmental adaptation**, **weathered urban garments** showing **social struggle design** and **atmospheric practicality**, ornament scale **0-1** (minimal weathered accessories, atmospheric survival elements, contemplative precision gear); hair & makeup scale **1** (weathered styling for **atmospheric authenticity**); **practical weathered footwear** with **atmospheric capability**.
+- **Adults (male-presenting):** **Contemplative weathered styling** with **atmospheric character emphasis**, **survival clothing design** showcasing **social struggle** and **atmospheric weathered survival**; accessories **0-1** pieces (weathered tools, atmospheric survival gear); **contemplative weathered aesthetic** with **atmospheric painterly sophistication**.
+- **Youth (girls/boys):** **Age-appropriate weathered styling** with **atmospheric elements** and **contemplative design**; **appropriate survival accessories** supporting **character development**; **practical footwear** for **atmospheric environments**.
+- **Fabric behavior:** **Atmospheric weathered fabric physics** with **contemplative drape** and **decay interaction** showing **atmospheric conditions** and **environmental integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [weathered survival tool, atmospheric decay artifact, contemplative book, social survival gear, weathered technology]
+  occasional: [atmospheric architectural fragment, weathered propaganda piece, contemplative atmospheric element, decay survival item]
+  rare: [weathered resistance artifact, atmospheric decay treasure, contemplative relic, social weathered masterwork]
+  micro: [atmospheric decay detail, weathered accent, contemplative element, environmental texture]
+  exclusions:
+    - "no clean optimistic items inappropriate to atmospheric weathered integration"
+    - "no bright objects that break atmospheric decay"
+  dependencies:
+    - "weathered items require atmospheric design and contemplative functionality"
+    - "survival elements must support atmospheric decay and weathered contemplative integration"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "clean digital art techniques", "bright optimistic imagery", "smooth character rendering", "sharp digital lines"; **NO clean surfaces that eliminate painterly atmospheric texture**; **NO bright elements that break weathered atmospheric integration**; **NO smooth poses that lack contemplative weathered emphasis**; **NO digital techniques that eliminate visible brushwork quality**. **✓ Canvas Positives:** "exactly [declared ratio]", "visible mixed-media brushwork", "weathered contemplative characters", "atmospheric decay integration"; **Painterly brushwork mastery** with **atmospheric integration**; **Weathered contemplative characters** with **atmospheric breakdown vista creation and painterly precision**; **Contemplative character integration** within **atmospheric storytelling and weathered environmental navigation**; **Cold atmospheric effects** with **painterly presentation emphasis and contemplative decay**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Dystopian Album:** Weathered character atmospheric integration with decay environmental support and painterly album impact, vertical emphasis with contemplative subject within atmospheric breakdown landscapes ≥70%
+- **For 3:4 Political Portrait:** Character focus with Bilal's painterly weathered treatment and contemplative atmospheric context within decay environments
+- **For 16:9 Social Decay:** Panoramic atmospheric breakdown with weathered integration, crumbling painterly elements, and atmospheric environmental mastery with contemplative scale
+
+**Staging:** Subjects positioned within **atmospheric weathered scenarios** showing **contemplative resistance** and **painterly atmospheric capability** in **crumbling atmospheric environments with visible brushwork decay elements**. **Camera/perspective:** **Contemplative atmospheric angles** supporting **weathered character drama** and **painterly atmospheric excellence**. **Background density:** **Atmospheric weathered environments** with **visible brushwork effects**, **crumbling painterly architectural elements**, **atmospheric decay integration**, and **contemplative environmental quality with painterly precision**. **Environmental Requirements:** **Mandatory atmospheric urban landscapes with painterly decay precision**, **visible brushwork architectural elements or atmospheric breakdown features**, **contemplative atmospheric integration or weathered symbols**, **cold atmospheric perspective with painterly texture**, **visible brushwork creating contemplative atmospheric contemplation**. **Surface Context Anchor:** Painterly atmospheric surface with visible brushwork appropriate to weathered contemplative storytelling **Ratio Enforcement Anchor:** Atmospheric painterly environments extend naturally within declared ratio while maintaining contemplative weathered character focus and visible brushwork excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for political atmospheric tradition; **allow embedded text** for **contemplative atmospheric storytelling**.
+
+**Ratio-Appropriate Zones:** Atmospheric composition optimized for declared aspect ratio with **painterly atmospheric text integration**
+
+**Copy limits:** ≤3 words/line for **atmospheric titles**, ≤4 coverlines positioned within **painterly composition**
+
+**Font recommendation:** **Closest Google Font: Source Sans Pro (contemporary atmospheric analog, 75%). Better: Contemporary atmospheric fonts appropriate to painterly contemplative excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Atmospheric album mode:** mandatory painterly text integration, contemplative hierarchy, atmospheric typography
+- **Portrait mode:** optional contemplative character text elements
+- **Atmospheric panorama mode:** painterly atmospheric text integration supporting contemplative decay mood
+
+**Historical accuracy:** fonts must support atmospheric contemplative atmosphere without breaking painterly weathered authenticity.
+
+------
+
+## Philippe Druillet Style - Baroque Cosmic Horror
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 cosmic baroque format** or **1:1 symmetrical mandala** - ignore source image dimensions completely. **CRITICAL BAROQUE COSMIC DOMINANCE:** Philippe Druillet's maximal ornate cosmic horror with **intricate decorative excess** and **symmetrical architectural grandeur** overrides ALL minimal design, clean simplicity, and understated character presentation. **COMPLETE BAROQUE COSMIC TRANSFORMATION WITH ORNATE EXCESS REQUIRED.** **Redraw command:** "Transform subject into authentic **Philippe Druillet baroque cosmic horror** with **intricate ornate detail excess**, **symmetrical architectural monumentality**, and **cosmic horror scale** for **exact format specification** - NOT minimal design, clean simplicity, or understated character art." **Anti-Minimal Priority:** **NO clean minimal surfaces, simple geometric forms, or understated presentation that eliminates baroque ornate excess and cosmic horror monumentality.** **Completely redraw emphasizing maximal ornate decoration with symmetrical cosmic horror architecture.** **Face-Treatment Flag:** `pen-crosshatch` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Baroque Cosmic Medium Enforcement:** **Subject must exhibit ornate decorative excess with symmetrical cosmic horror integration, not minimal or simple presentation.** **Mode Selector:** Choose [Cosmic Baroque Character] or [Ornate Horror Architecture] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (cosmic baroque epic)
+- **1:1** (symmetrical mandala composition)
+- **16:9** (architectural cosmic panorama)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with baroque cosmic horror emphasis
+- **Spatial Allocation:** Subject positioned within ornate cosmic architectural grandeur emphasizing symmetrical monumentality
+- **Background Treatment:** Extend intricate cosmic baroque architectures, ornate decorative cosmic elements, symmetrical horror monumentality, and Lovecraftian architectural impossibilities with decorative excess mastery
+- **Format Justification:** Druillet's cosmic baroque tradition requires ornate monumental framing supporting decorative excess and cosmic horror presentation through symmetrical architectural integration
+## 3) Style Context & Material Authenticity
+
+Philippe Druillet's revolutionary approach (1966-present) established **baroque cosmic horror** through **intricate decorative excess** and **symmetrical architectural monumentality**. Production method emphasizes **detailed ink and gouache mastery** with **symmetrical composition obsession**, **Lovecraftian cosmic horror influence**, **architectural decorative research**, **Metal Hurlant avant-garde integration**, and **ornate cosmic storytelling excellence**. Purpose centers on **cosmic horror exploration** through **baroque architectural monumentality** and **decorative excess cosmic integration**. Hallmark motifs include **symmetrical cosmic architectural monumentality with intricate ornate detail**, **baroque decorative cosmic elements with horror integration**, **Lone Sloane cosmic wanderer in ornate impossible architectures**, **intricate decorative patterns with cosmic horror symbols**, **symmetrical mandala compositions with architectural precision**, **ornate cosmic vehicles with decorative excess**, and **Lovecraftian architectural impossibilities with baroque decoration**. Period framing encompasses **cosmic horror settings** with **baroque decorative sophistication** creating **ornate cosmic horror realism**. **Tone Tag:** Baroque cosmic horror excess.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Intricate baroque line work** with **ornate decorative emphasis** ranging **0.2-3.0 pt** based on **cosmic horror hierarchy** and **architectural decorative integration**; **maximal decorative detail density** with **symmetrical architectural precision**. **Cosmic horror architectural definition** with **ornate baroque integration**. **Color:** **Vibrant cosmic horror palette** at **90-100% saturation** with **baroque decorative color relationships** and **cosmic horror emphasis**. **Druillet signature ornate approach**: **cosmic horror purples (#4b0082, #663399)**, **baroque decorative golds (#ffd700, #daa520)**, **ornate cosmic reds (#dc143c, #b22222)**, **architectural blues (#0000cd, #000080)**. **High contrast baroque color temperature** with **cosmic horror atmospheric integration**. **Texture:** **Ornate baroque surface** with **decorative excess mastery** and **cosmic horror architectural effects**. **Cosmic baroque texture mastery**: **intricate architectural ornate surfaces with decorative horror precision, cosmic baroque clothing with ornate excess patterns, ornate cosmic vehicles with decorative architectural integration, symmetrical cosmic environments with baroque horror complexity**. **Metal Hurlant baroque surface quality** throughout. **Detail hierarchy:** **Cosmic baroque characters** receive **maximum ornate attention** with **decorative excess emphasis and architectural integration**, **cosmic horror elements** rendered with **symmetrical architectural precision** and **ornate decorative detail**, **baroque architectural elements** showing **cosmic horror mastery**, **decorative excess** prioritized for **cosmic horror inspiration**. **Material simulation:** **Detailed ink and gouache techniques** with **baroque decorative mastery** and **ornate surface treatment**. **Cosmic baroque effects**: **ornate decorative modeling, symmetrical architectural precision, cosmic horror texture, baroque environmental complexity** all with **decorative excess sophistication**. **Canvas Adaptation Anchor:** Baroque cosmic composition extends naturally within declared aspect ratio with ornate decorative emphasis and symmetrical architectural presentation. **Renderer mapping hint:** Set stylization to 80-90%, chaos to 30-40%, CFG scale 12-16 for **baroque cosmic excess** with **ornate architectural integration**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Baroque cosmic styling** with **ornate decorative integration** and **cosmic horror grandeur design**, **intricate architectural armor** with **decorative excess** and **cosmic functionality**, **ornate cosmic garments** showing **baroque design** and **cosmic horror atmospheric practicality**, ornament scale **4-5** (maximum ornate accessories with cosmic baroque detail, decorative excess elements, architectural cosmic gear); hair & makeup scale **3-4** (baroque styling for **ornate cosmic authenticity**); **ornate cosmic footwear** with **decorative architectural capability**.
+- **Adults (male-presenting):** **Cosmic baroque warrior styling** with **ornate architectural character emphasis**, **decorative excess armor design** showcasing **baroque cosmic power** and **ornate architectural survival**; accessories **4-5** pieces (ornate cosmic weapons, baroque architectural tools); **cosmic horror aesthetic** with **baroque decorative sophistication**.
+- **Youth (girls/boys):** **Age-appropriate baroque styling** with **ornate cosmic elements** and **decorative wonder design**; **appropriate baroque accessories** supporting **character development**; **practical footwear** for **cosmic baroque adventures**.
+- **Fabric behavior:** **Baroque cosmic fabric physics** with **ornate decorative drape** and **cosmic horror interaction** showing **atmospheric ornate conditions** and **baroque cosmic environmental integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [ornate cosmic weapon with baroque detail, decorative cosmic artifact, intricate architectural tool, symmetrical cosmic device, baroque cosmic vehicle]
+  occasional: [Lovecraftian cosmic artifact with ornate decoration, baroque architectural fragment, ornate cosmic instrument, decorative horror element]
+  rare: [legendary ornate cosmic weapon with maximum baroque detail, cosmic architectural wonder with decorative excess, baroque cosmic treasure with horror integration, ornate cosmic horror relic]
+  micro: [baroque decorative detail, ornate cosmic accent, intricate architectural element, decorative cosmic particle]
+  exclusions:
+    - "no minimal items inappropriate to baroque cosmic excess"
+    - "no simple objects that break ornate decorative integration"
+  dependencies:
+    - "cosmic items require baroque decorative design and ornate architectural functionality"
+    - "horror elements must support ornate cosmic exploration and baroque decorative excess"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "minimal design techniques", "clean simple imagery", "understated character presentation", "geometric simplicity"; **NO minimal surfaces that eliminate baroque decorative excess**; **NO simple elements that break ornate cosmic integration**; **NO understated poses that lack baroque cosmic grandeur emphasis**; **NO geometric simplicity that eliminates decorative architectural complexity**. **✓ Canvas Positives:** "exactly [declared ratio]", "ornate baroque decorative excess", "symmetrical cosmic architectural monumentality", "intricate cosmic horror detail"; **Baroque decorative mastery** with **cosmic horror integration**; **Ornate cosmic architectures** with **decorative excess vista creation and symmetrical monumentality**; **Baroque character integration** within **cosmic horror storytelling and ornate architectural navigation**; **Vibrant decorative effects** with **baroque presentation emphasis and cosmic horror excess**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Cosmic Baroque:** Character ornate baroque integration with cosmic horror environmental support and decorative album impact, vertical emphasis with cosmic subject within ornate architectural monumentality ≥60%
+- **For 1:1 Symmetrical:** Mandala focus with Druillet's baroque treatment and symmetrical cosmic context within ornate horror environments
+- **For 16:9 Architectural Cosmic:** Panoramic baroque atmosphere with cosmic integration, ornate architectural elements, and decorative environmental mastery with cosmic horror scale
+
+**Staging:** Subjects positioned within **baroque cosmic horror scenarios** showing **ornate architectural mastery** and **decorative cosmic capability** in **intricate cosmic environments with symmetrical architectural horror elements**. **Camera/perspective:** **Cosmic baroque angles** supporting **ornate architectural grandeur** and **decorative cosmic excellence**. **Background density:** **Baroque cosmic environments** with **ornate decorative effects**, **symmetrical architectural cosmic elements**, **Lovecraftian horror baroque integration**, and **cosmic horror environmental quality with ornate decorative precision**. **Environmental Requirements:** **Mandatory intricate cosmic architectures with baroque decorative precision**, **symmetrical architectural horror elements or ornate cosmic impossibilities**, **Lovecraftian cosmic integration or baroque horror symbols**, **ornate decorative perspective with cosmic grandeur**, **baroque excess creating cosmic horror contemplation**. **Surface Context Anchor:** Ornate baroque cosmic surface with decorative precision appropriate to cosmic horror architectural exploration **Ratio Enforcement Anchor:** Baroque cosmic environments extend naturally within declared ratio while maintaining ornate character focus and decorative cosmic horror excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for cosmic baroque tradition; **allow embedded text** for **ornate cosmic horror storytelling**.
+
+**Ratio-Appropriate Zones:** Baroque composition optimized for declared aspect ratio with **ornate cosmic text integration**
+
+**Copy limits:** ≤3 words/line for **cosmic titles**, ≤4 coverlines positioned within **baroque composition**
+
+**Font recommendation:** **Closest Google Font: Metal Mania (cosmic baroque analog, 80%). Better: Ornate cosmic fonts appropriate to baroque horror excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Cosmic baroque mode:** mandatory ornate text integration, cosmic horror hierarchy, baroque decorative typography
+- **Symmetrical mode:** optional ornate title integration within mandala composition
+- **Architectural panorama mode:** ornate cosmic text integration supporting baroque horror mood
+
+**Historical accuracy:** fonts must support cosmic baroque atmosphere without breaking ornate decorative horror authenticity.
+
+---
+
+## Jean-Claude Mézières Style - Retro-Futuristic Space Opera
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 space opera album** or **16:9 cosmic panorama** - ignore source image dimensions completely. **CRITICAL RETRO-FUTURISTIC DOMINANCE:** Jean-Claude Mézières' optimistic retro-futuristic space opera with **detailed mechanical precision** and **humanistic adventure spirit** overrides ALL dark sci-fi, dystopian futures, and pessimistic space imagery. **COMPLETE RETRO-FUTURISTIC TRANSFORMATION WITH OPTIMISTIC ADVENTURE REQUIRED.** **Redraw command:** "Transform subject into authentic **Jean-Claude Mézières retro-futuristic space opera** with **detailed mechanical precision**, **optimistic adventure atmosphere**, and **humanistic sci-fi exploration** for **exact format specification** - NOT dark dystopian sci-fi, pessimistic futures, or mechanical complexity without human heart." **Anti-Dystopian Priority:** **NO dark atmospheric rendering, pessimistic sci-fi themes, or dehumanized technology that eliminates optimistic adventure spirit and humanistic exploration wonder.** **Completely redraw emphasizing bright retro-futuristic optimism with detailed mechanical adventure integration.** **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `adaptive-extend` **Retro-Futuristic Medium Enforcement:** **Subject must exhibit optimistic mechanical precision with humanistic adventure integration, not dark or dystopian presentation.** **Mode Selector:** Choose [Space Opera Adventure] or [Retro-Futuristic Explorer] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (space opera album standard)
+- **16:9** (cosmic adventure panorama)
+- **3:4** (character adventure portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with retro-futuristic adventure expansion
+- **Spatial Allocation:** Subject positioned within optimistic space environments emphasizing adventure wonder and mechanical precision
+- **Background Treatment:** Extend detailed retro-futuristic cities, elegant spacecraft designs, alien worlds with adventure beauty, and humanistic technological integration with optimistic atmospheric effects
+- **Format Justification:** Mézières' European space opera tradition requires bright adventure framing supporting retro-futuristic optimism and humanistic exploration through detailed mechanical precision
+## 3) Style Context & Material Authenticity
+
+Jean-Claude Mézières' influential approach (1967-2022) established **retro-futuristic space opera optimism** through **detailed mechanical precision** and **humanistic adventure spirit**. Production method emphasizes **precise technical illustration** with **American West adventure influence**, **Fifth Element film design collaboration**, **detailed spacecraft mechanical accuracy**, **optimistic space exploration atmosphere**, and **humanistic sci-fi storytelling excellence**. Purpose centers on **optimistic space adventure** through **retro-futuristic mechanical exploration** and **humanistic technological integration**. Hallmark motifs include **elegant retro-futuristic spacecraft with detailed mechanical precision**, **optimistic alien worlds with adventure beauty**, **humanistic space exploration with adventure spirit**, **detailed technological integration with human accessibility**, **bright atmospheric space environments**, **adventure partnership dynamics between explorers**, and **retro-futuristic fashion with practical adventure design**. Period framing encompasses **optimistic space opera futures** with **retro-futuristic sophistication** creating **humanistic adventure sci-fi**. **Tone Tag:** Optimistic retro-futuristic adventure.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Precise retro-futuristic line work** with **mechanical detail emphasis** ranging **0.4-1.2 pt** based on **adventure technical hierarchy** and **humanistic precision integration**; **detailed mechanical accuracy** with **optimistic clarity definition**. **Space opera adventure definition** with **retro-futuristic precision**. **Color:** **Bright optimistic palette** at **75-90% saturation** with **retro-futuristic color relationships** and **adventure atmosphere emphasis**. **Mézières signature optimistic approach**: **bright space blues (#4169e1, #1e90ff)**, **optimistic adventure oranges (#ff8c00, #ffa500)**, **retro-futuristic purples (#9370db, #8a2be2)**, **humanistic greens (#32cd32, #228b22)**. **Bright color temperature modeling** with **optimistic atmospheric integration**. **Texture:** **Detailed retro-futuristic surface** with **mechanical precision mastery** and **adventure atmospheric effects**. **Space opera texture mastery**: **spacecraft surfaces with detailed mechanical precision, adventure clothing with practical retro-futuristic design, alien environments with optimistic beauty integration, technological elements with humanistic accessibility precision**. **European space opera surface quality** throughout. **Detail hierarchy:** **Adventure characters** receive **maximum humanistic attention** with **optimistic space opera emphasis and retro-futuristic integration**, **mechanical elements** rendered with **detailed technical precision** and **adventure functionality detail**, **space environments** showing **retro-futuristic atmospheric mastery**, **humanistic exploration** prioritized for **optimistic adventure inspiration**. **Material simulation:** **Precise technical illustration techniques** with **retro-futuristic mastery** and **optimistic surface treatment**. **Adventure space opera effects**: **detailed mechanical modeling, optimistic atmospheric precision, humanistic technology integration, retro-futuristic environmental complexity** all with **adventure sophistication**. **Canvas Adaptation Anchor:** Retro-futuristic space opera composition extends naturally within declared aspect ratio with optimistic adventure emphasis and humanistic technological presentation. **Renderer mapping hint:** Set stylization to 70-80%, chaos to 10-20%, CFG scale 8-12 for **optimistic space opera** with **retro-futuristic mechanical integration**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Retro-futuristic adventure styling** with **optimistic space opera integration** and **humanistic exploration design**, **practical space adventure clothing** with **detailed mechanical functionality** and **optimistic environmental adaptation**, **elegant retro-futuristic garments** showing **adventure capability design** and **space opera atmospheric practicality**, ornament scale **2-3** (adventure accessories with retro-futuristic detail, space exploration elements, optimistic technological gear); hair & makeup scale **1-2** (adventure styling for **optimistic space opera authenticity**); **practical space adventure footwear** with **retro-futuristic terrain capability**.
+- **Adults (male-presenting):** **Space opera adventure styling** with **retro-futuristic character emphasis**, **detailed adventure clothing design** showcasing **optimistic space exploration** and **humanistic technological survival**; accessories **2-3** pieces (space adventure tools, retro-futuristic exploration gear); **optimistic space explorer aesthetic** with **retro-futuristic sophistication**.
+- **Youth (girls/boys):** **Age-appropriate space adventure styling** with **retro-futuristic elements** and **optimistic exploration design**; **appropriate adventure accessories** supporting **character development**; **practical footwear** for **space opera adventures**.
+- **Fabric behavior:** **Retro-futuristic adventure fabric physics** with **optimistic space drape** and **mechanical interaction** showing **atmospheric space conditions** and **retro-futuristic environmental integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [retro-futuristic spacecraft with detailed mechanics, optimistic space exploration tool, adventure communication device, humanistic technology, space opera vehicle]
+  occasional: [elegant alien artifact with adventure beauty, detailed retro-futuristic weapon, optimistic space instrument, adventure exploration element]
+  rare: [legendary space opera artifact with retro-futuristic precision, optimistic alien technology, adventure cosmic treasure, humanistic space relic]
+  micro: [retro-futuristic detail, optimistic space accent, adventure technological element, space opera environmental particle]
+  exclusions:
+    - "no dystopian items inappropriate to optimistic retro-futuristic adventure"
+    - "no dark objects that break bright space opera integration"
+  dependencies:
+    - "space opera items require retro-futuristic design and optimistic adventure functionality"
+    - "exploration elements must support humanistic space adventure and optimistic technological integration"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "dark dystopian sci-fi", "pessimistic future imagery", "dehumanized technology presentation", "gothic space atmosphere"; **NO dark surfaces that eliminate optimistic retro-futuristic quality**; **NO pessimistic elements that break bright adventure integration**; **NO dehumanized poses that lack humanistic space exploration emphasis**; **NO gothic complexity that eliminates retro-futuristic adventure optimism**. **✓ Canvas Positives:** "exactly [declared ratio]", "optimistic retro-futuristic space opera", "detailed mechanical adventure precision", "humanistic exploration integration"; **Bright adventure mastery** with **retro-futuristic space integration**; **Optimistic space environments** with **adventure beauty vista creation and detailed mechanical precision**; **Humanistic character integration** within **space opera storytelling and retro-futuristic exploration navigation**; **Bright atmospheric effects** with **optimistic presentation emphasis and adventure exploration**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Space Opera Album:** Adventure character optimistic integration with retro-futuristic environmental support and space opera album impact, vertical emphasis with exploration subject within bright mechanical landscapes ≥70%
+- **For 16:9 Cosmic Adventure:** Panoramic retro-futuristic atmosphere with space integration, elegant spacecraft elements, and optimistic environmental mastery with adventure exploration scale
+- **For 3:4 Adventure Portrait:** Character focus with Mézières' optimistic treatment and humanistic space context within retro-futuristic environments
+
+**Staging:** Subjects positioned within **optimistic space opera scenarios** showing **humanistic exploration** and **retro-futuristic adventure capability** in **bright space environments with elegant mechanical adventure elements**. **Camera/perspective:** **Adventure exploration angles** supporting **optimistic space drama** and **retro-futuristic excellence**. **Background density:** **Optimistic space opera environments** with **bright atmospheric effects**, **elegant retro-futuristic architectural elements**, **humanistic exploration integration**, and **adventure environmental quality with optimistic mechanical precision**. **Environmental Requirements:** **Mandatory bright space landscapes with retro-futuristic precision**, **elegant spacecraft or mechanical adventure elements**, **optimistic alien integration or humanistic exploration symbols**, **bright atmospheric perspective with adventure wonder**, **retro-futuristic precision creating optimistic exploration contemplation**. **Surface Context Anchor:** Optimistic retro-futuristic space surface with adventure precision appropriate to humanistic space opera exploration **Ratio Enforcement Anchor:** Bright space opera environments extend naturally within declared ratio while maintaining humanistic exploration character focus and optimistic retro-futuristic adventure excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for space opera tradition; **allow embedded text** for **retro-futuristic adventure storytelling**.
+
+**Ratio-Appropriate Zones:** Space opera composition optimized for declared aspect ratio with **optimistic space adventure text integration**
+
+**Copy limits:** ≤4 words/line for **space opera titles**, ≤5 coverlines positioned within **retro-futuristic composition**
+
+**Font recommendation:** **Closest Google Font: Orbitron (retro-futuristic space analog, 80%). Better: Optimistic space opera fonts appropriate to retro-futuristic adventure excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Space opera album mode:** mandatory optimistic text integration, adventure exploration hierarchy, retro-futuristic space typography
+- **Adventure portrait mode:** optional humanistic character text elements
+- **Cosmic panorama mode:** optimistic space text integration supporting retro-futuristic adventure mood
+
+**Historical accuracy:** fonts must support optimistic space opera atmosphere without breaking retro-futuristic adventure authenticity.
+
+------
+
+## François Schuiten Style - Architectural Impossible Cities
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 architectural portrait** or **2:3 impossible cities album** - ignore source image dimensions completely. **CRITICAL ARCHITECTURAL IMPOSSIBILITY DOMINANCE:** François Schuiten's ligne claire architectural impossibility with **Art Nouveau impossible integration** and **vertical perspective mastery** overrides ALL simple buildings, realistic architecture, and horizontal perspective presentation. **COMPLETE ARCHITECTURAL IMPOSSIBLE TRANSFORMATION WITH ART NOUVEAU PRECISION REQUIRED.** **Redraw command:** "Transform subject into authentic **François Schuiten architectural impossible cities** with **Art Nouveau impossible integration**, **extreme vertical perspective mastery**, and **ligne claire architectural precision** for **exact format specification** - NOT simple realistic architecture, horizontal perspectives, or conventional building design." **Anti-Realistic Priority:** **NO simple architectural forms, realistic building proportions, or horizontal perspectives that eliminate impossible architectural grandeur and Art Nouveau vertical impossibility.** **Completely redraw emphasizing impossible architectural precision with extreme vertical Art Nouveau integration.** **Face-Treatment Flag:** `pen-crosshatch` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `strict-reframe` **Architectural Impossible Medium Enforcement:** **Subject must exhibit impossible architectural precision with Art Nouveau vertical integration, not realistic or simple presentation.** **Mode Selector:** Choose [Impossible Architecture] or [Vertical City Explorer] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **3:4** (architectural portrait emphasis)
+- **2:3** (impossible cities album)
+- **16:9** (architectural panoramic impossibility)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with architectural impossibility emphasis
+- **Spatial Allocation:** Subject positioned within impossible architectural grandeur emphasizing vertical perspective wonder
+- **Background Treatment:** Extend Art Nouveau impossible cities, extreme vertical architectural elements, ligne claire impossible buildings, and architectural paradox integration with vertical perspective mastery
+- **Format Justification:** Schuiten's Obscure Cities tradition requires impossible architectural framing supporting vertical perspective wonder and Art Nouveau impossibility through ligne claire architectural precision
+## 3) Style Context & Material Authenticity
+
+François Schuiten's visionary approach (1982-present) established **architectural impossible cities** through **ligne claire precision** and **Art Nouveau impossibility**. Production method emphasizes **detailed ligne claire technique** with **Art Nouveau family influence**, **Brussels architecture research**, **Obscure Cities world-building**, **vertical perspective mastery**, and **architectural impossibility storytelling excellence**. Purpose centers on **impossible architectural exploration** through **vertical perspective wonder** and **Art Nouveau impossible integration**. Hallmark motifs include **extreme vertical architectural impossibilities with Art Nouveau precision**, **ligne claire impossible buildings with architectural paradox integration**, **vertical perspective mastery creating architectural wonder**, **Art Nouveau decorative elements with impossible structural integration**, **architectural impossibility creating spatial paradox**, **ligne claire precision with architectural detail mastery**, and **impossible cities with vertical perspective grandeur**. Period framing encompasses **impossible architectural worlds** with **ligne claire sophistication** creating **Art Nouveau impossible realism**. **Tone Tag:** Architectural impossible wonder.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Ligne claire architectural line work** with **impossible precision emphasis** ranging **0.3-1.0 pt** based on **architectural impossibility hierarchy** and **vertical perspective integration**; **architectural detail mastery** with **impossible structural precision**. **Art Nouveau architectural definition** with **ligne claire integration**. **Color:** **Sophisticated architectural palette** at **70-85% saturation** with **impossible architectural color relationships** and **vertical perspective emphasis**. **Schuiten signature architectural approach**: **architectural stone grays (#6b7280, #4b5563)**, **Art Nouveau greens (#166534, #15803d)**, **impossible building browns (#8b4513, #a0522d)**, **vertical perspective blues (#1e40af, #2563eb)**. **Architectural color temperature modeling** with **impossible atmospheric integration**. **Texture:** **Ligne claire architectural surface** with **impossible precision mastery** and **Art Nouveau architectural effects**. **Impossible architectural texture mastery**: **Art Nouveau building surfaces with impossible structural precision, architectural decorative elements with ligne claire detail integration, impossible perspective rendering with architectural accuracy, vertical building complexity with impossible spatial integration**. **Obscure Cities architectural surface quality** throughout. **Detail hierarchy:** **Impossible architectural elements** receive **maximum ligne claire attention** with **Art Nouveau emphasis and vertical perspective integration**, **architectural decorative elements** rendered with **impossible structural precision** and **ligne claire architectural detail**, **vertical perspective elements** showing **impossible architectural mastery**, **architectural impossibility** prioritized for **vertical perspective inspiration**. **Material simulation:** **Ligne claire architectural techniques** with **impossible precision mastery** and **Art Nouveau surface treatment**. **Architectural impossible effects**: **ligne claire precision modeling, impossible structural accuracy, Art Nouveau decorative integration, vertical perspective architectural complexity** all with **impossible sophistication**. **Canvas Adaptation Anchor:** Impossible architectural composition extends naturally within declared aspect ratio with vertical perspective emphasis and Art Nouveau architectural presentation. **Renderer mapping hint:** Set stylization to 75-85%, chaos to 5-15%, CFG scale 10-14 for **architectural impossibility** with **ligne claire Art Nouveau integration**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Architectural impossible styling** with **Art Nouveau integration** and **vertical perspective design**, **practical impossible city clothing** with **architectural functionality** and **ligne claire environmental adaptation**, **elegant architectural garments** showing **impossible design** and **vertical city atmospheric practicality**, ornament scale **2-3** (architectural accessories with Art Nouveau detail, impossible city elements, ligne claire precision gear); hair & makeup scale **1-2** (architectural styling for **impossible city authenticity**); **practical architectural footwear** with **vertical city capability**.
+- **Adults (male-presenting):** **Impossible architectural styling** with **vertical perspective character emphasis**, **architectural exploration clothing design** showcasing **impossible city navigation** and **Art Nouveau structural survival**; accessories **1-2** pieces (architectural tools, impossible city exploration gear); **ligne claire explorer aesthetic** with **architectural sophistication**.
+- **Youth (girls/boys):** **Age-appropriate architectural styling** with **impossible city elements** and **Art Nouveau wonder design**; **appropriate architectural accessories** supporting **character development**; **practical footwear** for **impossible architectural adventures**.
+- **Fabric behavior:** **Architectural impossible fabric physics** with **vertical perspective drape** and **structural interaction** showing **atmospheric architectural conditions** and **impossible city environmental integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [architectural measurement tool with impossible precision, Art Nouveau decorative element, ligne claire building fragment, vertical perspective device, impossible city artifact]
+  occasional: [architectural paradox instrument with Art Nouveau integration, impossible building element, ligne claire structural tool, vertical city exploration device]
+  rare: [legendary architectural artifact with impossible precision, Art Nouveau masterwork with ligne claire detail, vertical perspective treasure, impossible city relic]
+  micro: [architectural detail with ligne claire precision, Art Nouveau accent, impossible structural element, vertical perspective particle]
+  exclusions:
+    - "no simple items inappropriate to architectural impossible precision"
+    - "no realistic objects that break impossible Art Nouveau integration"
+  dependencies:
+    - "architectural items require impossible design and ligne claire functionality"
+    - "Art Nouveau elements must support vertical perspective exploration and architectural impossibility"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "simple realistic architecture", "horizontal perspective dominance", "conventional building design", "geometric simplicity without ornamentation"; **NO realistic surfaces that eliminate impossible architectural quality**; **NO horizontal elements that break vertical perspective integration**; **NO simple poses that lack architectural impossible grandeur emphasis**; **NO conventional design that eliminates Art Nouveau architectural impossibility**. **✓ Canvas Positives:** "exactly [declared ratio]", "impossible architectural precision", "extreme vertical perspective mastery", "Art Nouveau ligne claire integration"; **Architectural impossibility mastery** with **vertical perspective integration**; **Impossible Art Nouveau cities** with **architectural wonder vista creation and ligne claire precision**; **Architectural character integration** within **impossible city storytelling and vertical perspective navigation**; **Sophisticated atmospheric effects** with **architectural presentation emphasis and impossible structural wonder**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 3:4 Architectural Portrait:** Character architectural integration with impossible environmental support and vertical perspective portrait impact, vertical emphasis with explorer subject within Art Nouveau architectural impossibility ≥70%
+- **For 2:3 Impossible Cities:** Album architectural focus with Schuiten's impossible treatment and ligne claire architectural context within vertical perspective environments
+- **For 16:9 Architectural Panorama:** Panoramic impossible atmosphere with architectural integration, Art Nouveau building elements, and ligne claire environmental mastery with impossible architectural scale
+
+**Staging:** Subjects positioned within **impossible architectural scenarios** showing **vertical perspective mastery** and **Art Nouveau architectural capability** in **ligne claire impossible environments with vertical architectural impossibility elements**. **Camera/perspective:** **Extreme vertical perspective angles** supporting **impossible architectural grandeur** and **Art Nouveau ligne claire excellence**. **Background density:** **Impossible architectural environments** with **ligne claire atmospheric effects**, **Art Nouveau architectural impossibility elements**, **vertical perspective integration**, and **architectural environmental quality with impossible structural precision**. **Environmental Requirements:** **Mandatory impossible architectural landscapes with Art Nouveau precision**, **extreme vertical perspective building elements or structural impossibilities**, **ligne claire architectural integration or Art Nouveau decorative symbols**, **vertical atmospheric perspective with architectural wonder**, **impossible precision creating architectural contemplation**. **Surface Context Anchor:** Ligne claire architectural surface with impossible precision appropriate to Art Nouveau vertical perspective exploration **Ratio Enforcement Anchor:** Impossible architectural environments extend naturally within declared ratio while maintaining vertical perspective character focus and Art Nouveau architectural impossibility excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for architectural comic tradition; **allow embedded text** for **impossible architectural storytelling**.
+
+**Ratio-Appropriate Zones:** Architectural composition optimized for declared aspect ratio with **impossible Art Nouveau text integration**
+
+**Copy limits:** ≤4 words/line for **architectural titles**, ≤5 coverlines positioned within **ligne claire composition**
+
+**Font recommendation:** **Closest Google Font: Cinzel (architectural classical analog, 80%). Better: Art Nouveau architectural fonts appropriate to impossible ligne claire excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Architectural album mode:** mandatory impossible text integration, architectural hierarchy, Art Nouveau ligne claire typography
+- **Portrait mode:** optional architectural character text elements
+- **Panoramic mode:** impossible architectural text integration supporting vertical perspective mood
+
+**Historical accuracy:** fonts must support architectural impossibility atmosphere without breaking Art Nouveau ligne claire authenticity.
+
+------
+
+## Hugo Pratt Style - Atmospheric Brush Economy
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 adventure album** or **3:4 contemplative portrait** - ignore source image dimensions completely. **CRITICAL BRUSH ECONOMY DOMINANCE:** Hugo Pratt's bold black brush mastery with **minimal stroke economy** and **contemplative atmospheric simplicity** overrides ALL detailed rendering, busy compositions, and complex textural character presentation. **COMPLETE BRUSH ECONOMY TRANSFORMATION WITH ATMOSPHERIC SIMPLICITY REQUIRED.** **Redraw command:** "Transform subject into authentic **Hugo Pratt bold brush economy** with **minimal black brush strokes**, **contemplative character simplicity**, **atmospheric wash effects**, and **historical adventure authenticity** for **exact format specification** - NOT detailed busy rendering, complex textures, or tight realistic presentation." **Anti-Detail Priority:** **NO complex detailed rendering, busy graphic compositions, tight realistic techniques, or excessive texture that eliminates bold brush economy and contemplative atmospheric simplicity.** **Completely redraw emphasizing bold brush economy with minimal atmospheric strokes and contemplative character presentation.** **Face-Treatment Flag:** `brush-economy` **Pose Flag:** `contemplative-stillness` **Canvas Control Flag:** `adaptive-extend` **Brush Economy Medium Enforcement:** **Subject must exhibit bold brush economy with atmospheric simplicity integration, not detailed or busy presentation.** **Mode Selector:** Choose [Contemplative Adventurer] or [Atmospheric Maritime] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (adventure album standard)
+- **3:4** (contemplative portrait focus)
+- **16:9** (maritime panoramic atmosphere)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with atmospheric adventure expansion and brush economy integration
+- **Spatial Allocation:** Subject positioned within contemplative adventure environments emphasizing atmospheric simplicity and historical authenticity
+- **Background Treatment:** Extend atmospheric maritime landscapes with brush economy, historical adventure settings with minimal strokes, contemplative environmental elements with atmospheric wash integration
+- **Format Justification:** Pratt's European adventure tradition requires atmospheric contemplative framing supporting brush economy adventure and historical authenticity through bold atmospheric integration
+## 3) Style Context & Material Authenticity
+
+Hugo Pratt's masterful approach (1967-1995) established **atmospheric brush economy adventure** through **bold minimal brushwork** and **contemplative character authenticity**. Production method emphasizes **traditional brush and watercolor economy** with **extensive historical research integration**, **maritime adventure atmospheric simplicity**, **contemplative storytelling economy**, **Chinese ink brush mastery**, and **atmospheric wash adventure excellence**. Purpose centers on **contemplative adventure exploration** through **atmospheric historical authenticity** and **brush economy maritime integration**. Hallmark motifs include **bold black brush atmospheric economy with contemplative simplicity**, **historical adventure authenticity with maritime atmospheric simplicity**, **contemplative character poses with adventure stillness**, **atmospheric environmental integration with brush economy**, **maritime adventure settings with historical authenticity and minimal strokes**, **brush economy creating atmospheric adventure**, and **adventure contemplation with historical atmospheric authenticity**. Period framing encompasses **early 20th century adventure settings** with **atmospheric brush economy sophistication** creating **contemplative adventure authenticity**. **Tone Tag:** Atmospheric adventure contemplation.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Bold atmospheric brush economy work** with **contemplative emphasis** ranging **1.0-4.0 pt** based on **adventure atmospheric hierarchy** and **contemplative integration**; **minimal brush stroke mastery** with **atmospheric definition economy**. **Historical adventure character definition** with **atmospheric brush integration**. **Color:** **Atmospheric wash palette** at **50-75% saturation** with **contemplative color relationships** and **adventure atmosphere brush emphasis**. **Pratt signature atmospheric brush approach**: **maritime atmospheric blues (#4682b4, #5f9ea0) with wash effects**, **adventure earth browns (#8b4513, #a16207) with brush economy**, **atmospheric warm oranges (#d2691e, #cd853f) with wash integration**, **contemplative atmospheric grays (#696969, #808080) with brush simplicity**. **Warm color temperature modeling** with **atmospheric brush economy integration**. **Texture:** **Bold atmospheric brush surface** with **economy mastery** and **adventure environmental wash effects**. **Contemplative adventure brush economy mastery**: **atmospheric clothing with historical accuracy and brush economy, maritime environments with contemplative brush integration, adventure gear with authentic minimal detail, contemplative surfaces with atmospheric brush economy**. **European adventure brush surface quality** throughout. **Detail hierarchy:** **Contemplative adventurer characters** receive **maximum atmospheric brush attention** with **economy emphasis and historical adventure integration**, **maritime elements** rendered with **atmospheric brush precision** and **adventure authenticity minimal detail**, **environmental elements** showing **atmospheric brush economy mastery**, **contemplative adventure** prioritized for **atmospheric brush inspiration**. **Material simulation:** **Traditional brush and watercolor economy techniques** with **atmospheric mastery** and **contemplative surface treatment**. **Adventure atmospheric brush effects**: **bold brush economy modeling, contemplative atmospheric precision, historical adventure integration, atmospheric environmental brush simplicity** all with **adventure brush sophistication**. **Brush Economy Requirements:** **Mandatory minimal brush strokes creating maximum atmospheric impact**, **contemplative character modeling with brush economy**, **environmental simplicity with atmospheric wash integration**. **Canvas Adaptation Anchor:** Atmospheric adventure composition extends naturally within declared aspect ratio with contemplative brush economy emphasis and historical adventure presentation. **Renderer mapping hint:** Set stylization to 60-70%, chaos to 15-25%, CFG scale 6-10 for **atmospheric adventure brush economy** with **contemplative integration**. **Critical brush economy enforcement:** All surfaces must show minimal brush strokes with maximum atmospheric impact. **Critical contemplative enforcement:** Characters must display contemplative stillness with atmospheric integration. **Critical wash enforcement:** Environmental elements must show atmospheric wash effects with brush economy.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Historical adventure styling** with **atmospheric integration** and **contemplative brush design**, **period adventure clothing** with **maritime functionality** and **atmospheric environmental adaptation**, **authentic historical garments** showing **adventure capability design** and **contemplative atmospheric practicality**, ornament scale **0-1** (minimal period accessories with atmospheric detail, adventure elements, contemplative precision gear); hair & makeup scale **0-1** (period styling for **atmospheric adventure authenticity**); **practical period footwear** with **adventure terrain capability**.
+- **Adults (male-presenting):** **Contemplative adventure styling** with **atmospheric character emphasis**, **historical adventure clothing design** showcasing **maritime exploration** and **atmospheric survival**; accessories **0-1** pieces (minimal period adventure tools, maritime exploration gear); **atmospheric adventurer aesthetic** with **historical sophistication**.
+- **Fabric behavior:** **Historical adventure fabric physics** with **atmospheric brush drape** and **period interaction** showing **environmental adventure conditions** and **contemplative atmospheric integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [historical adventure weapon with atmospheric brush detail, maritime navigation tool with economy, contemplative smoking pipe with brush simplicity, period adventure gear with minimal strokes, atmospheric travel artifact with wash effects]
+  occasional: [historical maritime instrument with adventure authenticity, atmospheric period artifact with brush economy, contemplative adventure tool with minimal detail, historical exploration element with wash integration]
+  rare: [legendary adventure artifact with historical precision and brush economy, maritime masterwork with atmospheric detail, contemplative treasure with brush simplicity, adventure historical relic with wash effects]
+  micro: [period detail with atmospheric brush precision, adventure accent with economy, contemplative element with wash, historical atmospheric particle with brush simplicity]
+  exclusions:
+    - "no modern items inappropriate to historical adventure atmosphere"
+    - "no busy objects that break atmospheric contemplative brush economy integration"
+  dependencies:
+    - "adventure items require historical accuracy and atmospheric brush functionality"
+    - "maritime elements must support contemplative adventure and atmospheric brush economy integration"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "detailed busy rendering", "complex texture techniques", "tight realistic compositions", "excessive graphic detail", "modern digital smoothness"; **NO detailed surfaces that eliminate atmospheric brush economy quality**; **NO busy elements that break contemplative adventure integration**; **NO tight techniques that lack atmospheric adventure brush emphasis**; **NO complex rendering that eliminates contemplative atmospheric brush sophistication**. **✓ Canvas Positives:** "exactly [declared ratio]", "bold atmospheric brush economy", "contemplative adventure simplicity", "historical authenticity integration"; **Atmospheric brush economy mastery** with **contemplative adventure integration**; **Historical adventure environments** with **atmospheric brush vista creation and economy precision**; **Contemplative character integration** within **adventure storytelling and atmospheric historical navigation**; **Atmospheric wash effects** with **brush economy presentation emphasis and adventure contemplation**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Adventure Album:** Character contemplative integration with atmospheric environmental support and adventure album impact, vertical emphasis with maritime subject within historical atmospheric landscapes ≥70%
+- **For 3:4 Contemplative Portrait:** Character focus with Pratt's atmospheric brush treatment and contemplative adventure context within historical environments
+- **For 16:9 Maritime Atmosphere:** Panoramic atmospheric adventure with historical integration, maritime elements, and contemplative environmental mastery with adventure exploration scale
+
+**Staging:** Subjects positioned within **contemplative adventure scenarios** showing **atmospheric historical mastery** and **maritime adventure capability** in **atmospheric historical environments with contemplative adventure brush elements**. **Camera/perspective:** **Contemplative adventure angles** supporting **atmospheric historical drama** and **brush economy adventure excellence**. **Background density:** **Atmospheric adventure environments** with **contemplative atmospheric wash effects**, **historical maritime elements**, **adventure brush integration**, and **contemplative environmental quality with atmospheric brush economy precision**. **Environmental Requirements:** **Mandatory atmospheric historical landscapes with maritime precision and brush economy**, **contemplative adventure elements or historical authenticity features with minimal strokes**, **maritime integration or adventure contemplation symbols with wash effects**, **atmospheric perspective with contemplative wonder and brush economy**, **minimal brush strokes creating adventure contemplation with atmospheric wash**. **Surface Context Anchor:** Atmospheric adventure brush surface with contemplative precision appropriate to historical maritime exploration **Ratio Enforcement Anchor:** Atmospheric adventure environments extend naturally within declared ratio while maintaining contemplative character focus and historical adventure brush economy excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for adventure comic tradition; **allow embedded text** for **contemplative adventure storytelling**.
+
+**Ratio-Appropriate Zones:** Adventure composition optimized for declared aspect ratio with **atmospheric contemplative text integration**
+
+**Copy limits:** ≤3 words/line for **adventure titles**, ≤4 coverlines positioned within **atmospheric composition**
+
+**Font recommendation:** **Closest Google Font: Libre Baskerville (contemplative adventure analog, 80%). Better: Atmospheric adventure fonts appropriate to historical brush economy excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Adventure album mode:** mandatory atmospheric text integration, contemplative hierarchy, historical adventure typography
+- **Portrait mode:** optional contemplative character text elements
+- **Maritime panorama mode:** atmospheric adventure text integration supporting contemplative brush mood
+
+**Historical accuracy:** fonts must support atmospheric adventure atmosphere without breaking contemplative historical authenticity.
+
+---
+
+## Guido Crepax Style - Psychedelic Noir Sophistication
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 Italian album format** or **8.5:11 magazine layout** - ignore source image dimensions completely. **CRITICAL PSYCHEDELIC NOIR DOMINANCE:** Guido Crepax's sophisticated black-and-white pen-and-ink technique with **fragmented panel layouts** and **dreamlike surreal sequences** overrides ALL conventional comic layouts, bright coloration, and realistic linear storytelling. **COMPLETE PSYCHEDELIC TRANSFORMATION WITH CINEMATIC FRAGMENTATION REQUIRED.** **Redraw command:** "Transform subject into authentic **Guido Crepax psychedelic noir sophistication** with **fragmented cinematic panels**, **extreme close-up sequences**, **scratchy pen-and-ink crosshatching**, and **1960s op-art pattern integration** for **exact format specification** - NOT conventional comic grids, bright illustration, or linear panel storytelling." **Anti-Conventional Priority:** **NO standard comic panel grids, bright cheerful colors, conventional storytelling layouts, or realistic presentation that eliminates psychedelic fragmentation and sophisticated noir atmosphere.** **Completely redraw emphasizing fragmented cinematic sequences with sophisticated pen-and-ink crosshatching and 1960s psychedelic aesthetic integration.** **Face-Treatment Flag:** `pen-crosshatch` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `format-native` **Psychedelic Medium Enforcement:** **Subject must exhibit sophisticated noir fragmentation with cinematic panel breakdown and 1960s aesthetic integration, not conventional or bright presentation.** **Mode Selector:** Choose [Psychedelic Character] or [Fragmented Sequence] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **3:4** (Italian album portrait emphasis)
+- **8.5:11** (magazine layout format)
+- **2:3** (European comic standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** format-native with fragmented cinematic expansion and irregular panel design
+- **Spatial Allocation:** Subject positioned within fragmented panel sequences with cinematic close-up emphasis and non-linear storytelling flow
+- **Background Treatment:** Extend 1960s Milan environments with op-art patterns, psychedelic interior design, and sophisticated urban noir atmospheres
+- **Format Justification:** Crepax's Italian comics tradition requires innovative panel fragmentation supporting cinematic storytelling and psychedelic visual sophistication
+## 3) Style Context & Material Authenticity
+
+Guido Crepax's revolutionary approach (1965-2003) established **psychedelic noir comics sophistication** through **innovative panel fragmentation** and **cinematic sequential storytelling excellence**. Production method emphasizes **pen-and-ink crosshatching mastery** with **black Chinese ink techniques**, **1960s op-art movement influence**, **cinematic montage panel design**, **fashion illustration integration**, and **architectural design background sophistication**. Purpose centers on **adult comics legitimization** through **psychological exploration** and **sophisticated erotic storytelling** within **1960s cultural revolution context**. Hallmark motifs include **extreme close-up detail sequences (eyes, lips, hands)**, **fragmented non-linear panel arrangements**, **1960s fashion and interior design elements**, **op-art psychedelic patterns**, **Louise Brooks-inspired bob hairstyles**, **sophisticated urban Milan settings**, **surreal dream sequence integration**, and **film noir atmospheric sophistication**. Period framing encompasses **1960s-1970s Milan cultural revolution** with **psychedelic aesthetic sophistication** creating **adult comics artistic legitimacy**. **Tone Tag:** Sophisticated psychedelic noir.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Sophisticated pen-and-ink crosshatching** with **scratchy delicate precision** ranging **0.3-1.2 pt** based on **atmospheric depth emphasis** and **detail hierarchy sophistication**; **classical drawing foundation** with **fashion illustration precision** and **architectural accuracy**. **Fragmented panel definition** with **cinematic sequence emphasis**. **Color:** **Monochromatic black-and-white palette** at **100% contrast** with **sophisticated crosshatching relationships** and **atmospheric noir emphasis**. **Crepax signature monochrome approach**: **pure black Chinese ink (#000000)**, **white negative space (#ffffff)**, **crosshatched mid-tones through line density variation**, **op-art pattern integration through geometric line work**. **High-contrast chiaroscuro modeling** with **sophisticated atmospheric depth through crosshatching density**. **Texture:** **Visible pen-and-ink surface** with **crosshatching texture mastery** and **1960s aesthetic pattern integration**. **Sophisticated texture excellence**: **fabric rendering through directional crosshatching, skin modeling through delicate line work, architectural detail precision through crosshatch perspective, op-art pattern integration through geometric line repetition**. **Italian album surface quality** throughout. **Detail hierarchy:** **Extreme close-up details** receive **maximum crosshatching attention** with **fragmented panel emphasis**, **1960s fashion elements** rendered with **fashion illustration precision** and **period accuracy**, **environmental Milan settings** showing **sophisticated urban noir mastery**, **panel fragmentation** prioritized for **cinematic storytelling excellence**. **Material simulation:** **Pen-and-ink crosshatching techniques** with **sophisticated line density variation** and **atmospheric noir surface treatment**. **Psychedelic surface effects**: **op-art pattern integration, crosshatched atmospheric depth, fragmented panel design, sophisticated noir lighting** all with **1960s aesthetic sophistication**. **Panel Requirements:** **Mandatory fragmented irregular panel arrangements** with **cinematic close-up sequences**, **non-linear storytelling flow**, **extreme detail focus areas**. **Canvas Adaptation Anchor:** Psychedelic noir composition extends naturally within declared aspect ratio with fragmented panel innovation and sophisticated 1960s aesthetic integration. **Renderer mapping hint:** Set stylization to 85-95%, emphasis on crosshatching texture, ensure monochromatic contrast, prioritize fragmented panel layouts. **Critical crosshatching enforcement:** All surfaces must show visible pen-and-ink crosshatching technique. **Critical fragmentation enforcement:** Panel layouts must break conventional comic grid patterns with cinematic sequencing.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **1960s Milan fashion styling** with **Louise Brooks bob hairstyle influence** and **sophisticated European design**, **period-accurate mod clothing** with **op-art pattern integration** and **fashion illustration precision**, **sophisticated urban attire** showing **1960s cultural revolution fashion** and **professional photography styling**, ornament scale **2-3** (1960s jewelry with geometric design, fashion accessories with period accuracy, sophisticated elements); hair & makeup scale **2** (Louise Brooks bob styling with **1960s sophistication**); **period-accurate footwear** with **1960s fashion authenticity**.
+- **Adults (male-presenting):** **1960s Milan masculine styling** with **sophisticated European fashion**, **period-accurate clothing** with **urban professional design** and **cultural revolution influence**; accessories **1-2** pieces (1960s items, urban professional gear); **sophisticated Milan aesthetic** with **period accuracy**.
+- **Fabric behavior:** **1960s fashion fabric physics** with **mod styling drape** and **sophisticated interaction** showing **period environmental conditions** and **Milan urban integration**.
+- **Wardrobe variation required:** Change garment patterns/styles between iterations through 1960s fashion palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [photography camera, 1960s furniture with op-art design, Milan architectural elements, psychedelic interior objects, sophisticated urban items]
+  occasional: [vintage Italian design pieces, 1960s art objects, fashion accessories, Milan street elements]
+  rare: [period art collection pieces, sophisticated design artifacts, cultural revolution symbols, Milan luxury items]
+  micro: [1960s pattern details, sophisticated design accents, period fashion elements, Milan urban textures]
+  exclusions:
+    - "no modern items inappropriate to 1960s Milan sophistication"
+    - "no crude objects that break sophisticated psychedelic noir integration"
+  dependencies:
+    - "1960s items require period accuracy and sophisticated design integration"
+    - "Milan elements must support sophisticated urban noir and psychedelic aesthetic excellence"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "conventional comic panel grids", "bright cheerful coloration", "realistic linear storytelling", "standard comic layouts"; **NO conventional layouts that eliminate fragmented cinematic innovation**; **NO bright colors that break sophisticated monochromatic noir**; **NO linear storytelling that lacks psychedelic fragmentation**; **NO standard comic presentation that eliminates 1960s aesthetic sophistication**. **✓ Canvas Positives:** "exactly [declared ratio]", "fragmented cinematic panel sequences", "sophisticated pen-and-ink crosshatching", "1960s op-art pattern integration"; **Fragmented panel innovation** with **cinematic storytelling mastery**; **Sophisticated crosshatching technique** with **atmospheric noir depth**; **1960s aesthetic integration** with **psychedelic pattern sophistication**; **Milan urban environment** with **cultural revolution context**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 3:4 Italian Album:** Fragmented character sequences with 1960s environmental support and sophisticated panel innovation
+- **For 8.5:11 Magazine:** Editorial layout with Crepax's cinematic fragmentation and psychedelic aesthetic context
+- **For 2:3 European Standard:** Comic emphasis with sophisticated noir treatment and fragmented storytelling integration
+
+**Staging:** Subjects positioned within **sophisticated psychedelic scenarios** showing **cinematic character presentation** and **1960s cultural integration** in **sophisticated Milan noir environments**. **Camera/perspective:** **Fragmented cinematic angles** supporting **extreme close-up sequences** and **sophisticated storytelling excellence**. **Background density:** **Sophisticated Milan environments** with **1960s aesthetic effects**, **op-art pattern integration**, and **psychedelic atmospheric quality**. **Panel Requirements:** **Mandatory irregular fragmented panel arrangements** with **cinematic close-up emphasis**, **non-linear storytelling flow**, **extreme detail focus sequences**, **sophisticated visual narrative design**. **Surface Context Anchor:** Sophisticated pen-and-ink surface with crosshatching appropriate to psychedelic noir comics **Ratio Enforcement Anchor:** Fragmented panel environments extend naturally within declared ratio while maintaining cinematic innovation and sophisticated 1960s aesthetic integration.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for Italian comics tradition; **allow embedded text** for **sophisticated storytelling purposes**.
+
+**Ratio-Appropriate Zones:** Fragmented composition optimized for declared aspect ratio with **sophisticated comic text integration**
+
+**Copy limits:** ≤3 words/line for **sophisticated titles**, ≤4 speech elements positioned within **fragmented panel composition**
+
+**Font recommendation:** **Closest Google Font: Playfair Display (sophisticated European analog, 80%). Better: Sophisticated serif fonts appropriate to Italian comics sophistication.**
+
+**Format-Specific Text Rules:**
+
+- **Italian album mode:** mandatory sophisticated text integration, artistic > commercial hierarchy, sophisticated typography
+- **Magazine layout mode:** editorial text integration with sophisticated design
+- **European comic mode:** sophisticated speech balloon integration within fragmented panels
+
+**Historical accuracy:** fonts must support 1960s Italian sophistication without breaking psychedelic noir authenticity.
+
+------
+
+## Juanjo Guarnido Style - Anthropomorphic Noir Realism
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **8.5:11 European album** or **16:9 cinematic panorama** - ignore source image dimensions completely. **CRITICAL ANTHROPOMORPHIC NOIR DOMINANCE:** Juanjo Guarnido's hyperrealistic anthropomorphic characters with **detailed watercolor backgrounds** and **film noir atmospheric lighting** overrides ALL cartoon animal styles, flat backgrounds, and non-cinematic character presentation. **COMPLETE ANTHROPOMORPHIC TRANSFORMATION WITH DETAILED ENVIRONMENTAL REALISM REQUIRED.** **Redraw command:** "Transform subject into authentic **Juanjo Guarnido anthropomorphic noir realism** with **detailed animal head on human body proportions**, **hyperrealistic watercolor backgrounds**, **film noir lighting and shadows**, and **1950s period accuracy** for **exact format specification** - NOT cartoon animals, flat backgrounds, or non-noir character design." **Anti-Cartoon Priority:** **NO cartoon animal styles, simplified backgrounds, bright non-noir colors, or amateur anthropomorphic design that eliminates hyperrealistic detail and atmospheric sophistication.** **Completely redraw emphasizing hyperrealistic anthropomorphic characters with detailed environmental backgrounds and film noir atmospheric mastery.** **Face-Treatment Flag:** `watercolor-soft` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `adaptive-extend` **Anthropomorphic Medium Enforcement:** **Subject must exhibit hyperrealistic anthropomorphic design with detailed atmospheric backgrounds, not cartoon or simplified presentation.** **Mode Selector:** Choose [Noir Character] or [Atmospheric Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **8.5:11** (European album standard)
+- **16:9** (cinematic panoramic scene)
+- **3:4** (detailed character portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with atmospheric noir expansion and detailed environmental design
+- **Spatial Allocation:** Subject positioned for maximum character expression with atmospheric environmental context and cinematic composition
+- **Background Treatment:** Extend detailed 1950s American environments with hyperrealistic architectural accuracy, period vehicle design, and atmospheric lighting effects
+- **Format Justification:** Guarnido's European album tradition requires detailed framing supporting anthropomorphic character focus and atmospheric environmental storytelling
+## 3) Style Context & Material Authenticity
+
+Juanjo Guarnido's masterful approach (2000-present) established **anthropomorphic noir realism** through **hyperrealistic character design** and **atmospheric environmental mastery**. Production method emphasizes **traditional watercolor and ink techniques** with **Disney animation training influence**, **detailed background rendering**, **film noir atmospheric study**, **1950s period research accuracy**, and **European album production standards**. Purpose centers on **noir storytelling sophistication** through **anthropomorphic character psychology** and **atmospheric environmental integration**. Hallmark motifs include **detailed anthropomorphic animal heads with realistic human body proportions**, **hyperrealistic 1950s American urban environments**, **film noir atmospheric lighting with deep shadows**, **detailed period vehicle and architectural accuracy**, **atmospheric smoke and environmental effects**, **sophisticated character expression through animal features**, **detailed fabric and clothing rendering**, and **cinematic composition with environmental storytelling**. Period framing encompasses **1950s American noir settings** with **atmospheric sophistication** creating **anthropomorphic detective excellence**. **Tone Tag:** Atmospheric anthropomorphic noir.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Hyperrealistic illustration line work** with **detailed precision** ranging **0.2-1.0 pt** based on **character detail hierarchy** and **environmental atmospheric emphasis**; **Disney animation training foundation** with **anatomical accuracy** and **character expression mastery**. **Anthropomorphic proportion systems** with **realistic human body integration**. **Color:** **Atmospheric noir palette** at **70-90% saturation** with **period color relationships** and **film noir atmospheric emphasis**. **Guarnido signature approach**: **atmospheric browns (#8b4513, #a0522d)**, **noir shadow blues (#1e3a8a, #3730a3)**, **period automotive colors (#dc143c, #2f4f4f)**, **warm interior lighting (#ffd700, #cd853f)**, **atmospheric smoke grays (#696969, #2f2f2f)**. **Cinematic color temperature modeling** with **atmospheric depth through color**. **Texture:** **Detailed watercolor and ink surface** with **hyperrealistic texture variety** and **atmospheric environmental effects**. **Anthropomorphic texture mastery**: **animal fur rendering with detailed precision, fabric drape accuracy with period authenticity, environmental surface detail with hyperrealistic precision, atmospheric effects with noir integration**. **European album surface quality** throughout. **Detail hierarchy:** **Anthropomorphic character expression** receives **maximum hyperrealistic attention** with **animal feature precision**, **1950s environmental elements** rendered with **period accuracy** and **detailed atmospheric integration**, **background environments** showing **hyperrealistic architectural mastery**, **atmospheric effects** prioritized for **film noir excellence**. **Material simulation:** **Traditional watercolor and ink techniques** with **detailed precision** and **atmospheric surface treatment**. **Noir atmospheric effects**: **detailed shadow modeling, environmental smoke rendering, period material authenticity, atmospheric lighting integration** all with **anthropomorphic sophistication**. **Anthropomorphic Requirements:** **Animal heads must maintain species characteristics while expressing human emotions** with **realistic proportional integration**. **Canvas Adaptation Anchor:** Anthropomorphic noir composition extends naturally within declared aspect ratio with atmospheric environmental detail and character expression mastery. **Renderer mapping hint:** Set stylization to 80-90%, chaos to 10-20%, CFG scale 10-14 for **hyperrealistic anthropomorphic detail** with **atmospheric noir integration**. **Critical anthropomorphic enforcement:** Characters must display realistic animal features with human emotional expression. **Critical atmospheric enforcement:** Detailed environmental backgrounds with film noir lighting throughout. **Critical period enforcement:** 1950s accuracy in all environmental and costume elements.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **1950s period styling** with **film noir sophistication** and **detailed accuracy**, **period-accurate clothing** with **atmospheric design** and **hyperrealistic fabric rendering**, **noir character attire** showing **1950s fashion authenticity** and **atmospheric integration**, ornament scale **1-2** (period jewelry with 1950s accuracy, noir accessories, atmospheric elements); hair & makeup scale **1-2** (1950s styling with **period authenticity**); **period-accurate footwear** with **1950s fashion precision**.
+- **Adults (male-presenting):** **1950s masculine noir styling** with **detective period accuracy**, **atmospheric clothing design** with **hyperrealistic fabric detail** and **period authenticity**; accessories **1-2** pieces (noir detective items, 1950s period gear, atmospheric props); **anthropomorphic detective aesthetic** with **atmospheric sophistication**.
+- **Fabric behavior:** **1950s period fabric physics** with **atmospheric interaction** and **detailed drape** showing **environmental noir conditions** and **period accuracy integration**.
+- **Wardrobe variation required:** Change garment styles/colors between iterations through 1950s period palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [1950s detective equipment, period vehicles, atmospheric cityscape elements, noir investigation tools, period furniture]
+  occasional: [vintage firearms, detective case files, 1950s technology, atmospheric street elements]
+  rare: [period luxury items, detective memorabilia, atmospheric noir artifacts, 1950s collectibles]
+  micro: [period detail elements, atmospheric effects, 1950s design accents, noir environmental textures]
+  exclusions:
+    - "no modern items inappropriate to 1950s period accuracy"
+    - "no cartoon props that break hyperrealistic anthropomorphic integration"
+  dependencies:
+    - "1950s items require period accuracy and atmospheric noir integration"
+    - "detective elements must support anthropomorphic character development and atmospheric excellence"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "cartoon animal styles", "flat environmental backgrounds", "bright non-noir colors", "simplified anthropomorphic design"; **NO cartoon techniques that eliminate hyperrealistic anthropomorphic detail**; **NO flat backgrounds that lack atmospheric environmental depth**; **NO bright colors that break film noir atmospheric integration**; **NO simplified character design that lacks anthropomorphic sophistication**. **✓ Canvas Positives:** "exactly [declared ratio]", "hyperrealistic anthropomorphic characters", "detailed atmospheric backgrounds", "film noir lighting mastery"; **Anthropomorphic hyperrealism** with **detailed animal feature precision**; **Atmospheric environmental detail** with **1950s period accuracy**; **Film noir lighting effects** with **atmospheric depth mastery**; **European album quality** with **detailed background integration**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 8.5:11 European Album:** Anthropomorphic character prominence with detailed atmospheric environmental support and European album sophistication
+- **For 16:9 Cinematic:** Panoramic noir atmosphere with anthropomorphic character integration and detailed environmental mastery
+- **For 3:4 Character Portrait:** Portrait focus with Guarnido's anthropomorphic detail treatment and atmospheric noir context
+
+**Staging:** Subjects positioned within **atmospheric noir scenarios** showing **anthropomorphic character psychology** and **detailed environmental integration** in **hyperrealistic 1950s environments**. **Camera/perspective:** **Cinematic noir angles** supporting **character expression emphasis** and **atmospheric environmental excellence**. **Background density:** **Detailed 1950s environments** with **hyperrealistic atmospheric effects**, **period architectural accuracy**, and **noir environmental quality**. **Environmental Requirements:** **Mandatory detailed background rendering** with **1950s period accuracy**, **atmospheric lighting effects**, **architectural environmental detail**, **period vehicle and object integration**. **Surface Context Anchor:** European album watercolor and ink surface appropriate to anthropomorphic noir storytelling **Ratio Enforcement Anchor:** Atmospheric noir environments extend naturally within declared ratio while maintaining anthropomorphic character focus and detailed environmental excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for European album tradition; **allow embedded text** for **noir storytelling purposes**.
+
+**Ratio-Appropriate Zones:** Anthropomorphic composition optimized for declared aspect ratio with **European album text integration**
+
+**Copy limits:** ≤4 words/line for **noir titles**, ≤5 speech elements positioned within **atmospheric composition**
+
+**Font recommendation:** **Closest Google Font: Playfair Display (noir sophistication analog, 85%). Better: Film noir fonts appropriate to atmospheric detective excellence.**
+
+**Format-Specific Text Rules:**
+
+- **European album mode:** mandatory text integration, story > artistic hierarchy, noir typography
+- **Cinematic mode:** optional atmospheric title integration
+- **Character portrait mode:** minimal text emphasis for character focus
+
+**Historical accuracy:** fonts must support 1950s noir tradition without breaking anthropomorphic atmospheric authenticity.
+
+------
+
+# Sergio Toppi Style - Ornamental Pen-and-Ink Mastery
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 Italian mastery** or **2:3 portfolio format** - ignore source image dimensions completely. **CRITICAL ORNAMENTAL MASTERY DOMINANCE:** Sergio Toppi's intricate pen-and-ink virtuosity with **ornamental pattern integration** and **documentary-style character accuracy** overrides ALL simplified illustration, digital smoothness, and pattern-free character presentation. **COMPLETE ORNAMENTAL TRANSFORMATION WITH PEN-AND-INK VIRTUOSITY REQUIRED.** **Redraw command:** "Transform subject into authentic **Sergio Toppi ornamental pen-and-ink mastery** with **intricate crosshatching patterns**, **documentary character accuracy**, **ornamental decorative integration**, and **historical detail precision** for **exact format specification** - NOT simplified illustration, digital smoothness, or pattern-free design." **Anti-Simplified Priority:** **NO digital smoothness, simplified illustration techniques, flat patterns, or amateur pen work that eliminates ornamental virtuosity and documentary accuracy.** **Completely redraw emphasizing intricate pen-and-ink patterns with ornamental sophistication and documentary character precision.** **Face-Treatment Flag:** `pen-crosshatch` **Pose Flag:** `power-stance` **Canvas Control Flag:** `adaptive-extend` **Ornamental Medium Enforcement:** **Subject must exhibit pen-and-ink virtuosity with ornamental pattern integration, not simplified or digital presentation.** **Mode Selector:** Choose [Ornamental Character] or [Pattern Mastery Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **3:4** (Italian mastery portrait)
+- **2:3** (portfolio showcase format)
+- **1:1** (ornamental design focus)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with ornamental pattern expansion and intricate detail integration
+- **Spatial Allocation:** Subject positioned for maximum ornamental showcase with intricate pattern background integration and documentary character emphasis
+- **Background Treatment:** Extend ornamental environments with historical architectural accuracy, decorative pattern integration, and cultural detail authenticity
+- **Format Justification:** Toppi's Italian illustration tradition requires intricate framing supporting ornamental pattern mastery and documentary character precision
+## 3) Style Context & Material Authenticity
+
+Sergio Toppi's virtuosic approach (1965-2012) established **ornamental pen-and-ink mastery** through **intricate pattern integration** and **documentary character excellence**. Production method emphasizes **self-taught pen-and-ink techniques** with **ornamental decorative pattern mastery**, **historical research accuracy**, **cultural documentation precision**, **architectural detail excellence**, and **traditional Italian illustration foundation**. Purpose centers on **historical storytelling sophistication** through **ornamental visual excellence** and **documentary character integration**. Hallmark motifs include **intricate crosshatching pattern virtuosity**, **ornamental decorative border integration**, **historical character documentation accuracy**, **architectural detail precision with cultural authenticity**, **biblical and mythological subject mastery**, **cultural costume and artifact accuracy**, **intricate facial expression rendering with documentary precision**, and **ornamental background pattern integration with storytelling sophistication**. Period framing encompasses **historical cultural settings** with **ornamental sophistication** creating **pen-and-ink virtuosity excellence**. **Tone Tag:** Ornamental documentary mastery.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Virtuosic pen-and-ink line work** with **intricate ornamental precision** ranging **0.1-1.5 pt** based on **pattern detail hierarchy** and **documentary accuracy emphasis**; **self-taught technical mastery** with **ornamental pattern systems** and **documentary character precision**. **Ornamental crosshatching definition** with **decorative pattern integration**. **Color:** **Monochromatic pen-and-ink palette** at **100% contrast** with **intricate crosshatching relationships** and **ornamental pattern emphasis**. **Toppi signature approach**: **pure black ink precision (#000000)**, **white negative space integration (#ffffff)**, **crosshatched ornamental mid-tones through density variation**, **pattern integration through geometric and organic line systems**. **High-contrast documentary modeling** with **ornamental atmospheric depth through crosshatching mastery**. **Texture:** **Intricate pen-and-ink surface** with **ornamental texture virtuosity** and **decorative pattern integration**. **Ornamental texture mastery**: **fabric pattern rendering with cultural accuracy, architectural detail with ornamental precision, character skin modeling with documentary attention, environmental pattern integration with decorative sophistication**. **Italian illustration surface quality** throughout. **Detail hierarchy:** **Character documentary accuracy** receives **maximum crosshatching attention** with **ornamental pattern emphasis**, **historical cultural elements** rendered with **research precision** and **decorative integration**, **environmental backgrounds** showing **ornamental pattern mastery**, **architectural elements** prioritized for **decorative excellence**. **Material simulation:** **Traditional pen-and-ink techniques** with **ornamental pattern mastery** and **documentary surface treatment**. **Ornamental surface effects**: **intricate crosshatching virtuosity, decorative pattern integration, documentary character modeling, architectural ornamental detail** all with **Italian illustration sophistication**. **Pattern Requirements:** **Mandatory ornamental decorative patterns** integrated with **character and environmental elements**, **intricate crosshatching throughout**, **cultural decorative authenticity**. **Canvas Adaptation Anchor:** Ornamental pen-and-ink composition extends naturally within declared aspect ratio with pattern integration and documentary character mastery. **Renderer mapping hint:** Set stylization to 90-95%, maximize crosshatching detail, ensure monochromatic contrast, prioritize ornamental pattern integration. **Critical crosshatching enforcement:** All surfaces must show intricate pen-and-ink crosshatching with ornamental precision. **Critical pattern enforcement:** Ornamental decorative patterns must integrate throughout composition with cultural authenticity.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Historical cultural styling** with **ornamental decorative accuracy** and **documentary research precision**, **period-accurate clothing** with **cultural pattern integration** and **ornamental detail rendering**, **traditional cultural attire** showing **historical authenticity** and **decorative pattern mastery**, ornament scale **3-4** (cultural jewelry with ornamental precision, traditional accessories with historical accuracy, decorative elements); hair & makeup scale **2-3** (cultural styling with **historical authenticity**); **traditional footwear** with **cultural accuracy**.
+- **Adults (male-presenting):** **Historical masculine styling** with **cultural accuracy** and **ornamental detail integration**, **traditional clothing design** with **decorative pattern emphasis** and **documentary precision**; accessories **2-3** pieces (cultural items with ornamental detail, traditional tools with historical accuracy, decorative elements); **historical character aesthetic** with **ornamental sophistication**.
+- **Youth (girls/boys):** **Age-appropriate historical styling** with **cultural ornamental elements** and **traditional design**; **appropriate cultural accessories** supporting **character development**; **traditional footwear** for **historical cultural contexts**.
+- **Fabric behavior:** **Historical cultural fabric physics** with **ornamental pattern drape** and **traditional interaction** showing **cultural environmental conditions** and **decorative integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [ornamental cultural artifacts, traditional tools with decorative detail, historical weapons with pattern integration, cultural religious items, architectural ornamental elements]
+  occasional: [ancient manuscripts with ornamental borders, traditional musical instruments, cultural ceremonial objects, historical decorative items]
+  rare: [legendary cultural artifacts with intricate ornamental detail, masterwork traditional items, cultural treasure with decorative mastery, historical ornamental relics]
+  micro: [ornamental pattern details, cultural decorative accents, traditional design elements, architectural ornamental textures]
+  exclusions:
+    - "no modern items inappropriate to historical cultural accuracy"
+    - "no simplified objects that break ornamental decorative integration"
+  dependencies:
+    - "cultural items require historical accuracy and ornamental decorative integration"
+    - "traditional elements must support documentary character development and ornamental excellence"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "digital smoothness", "simplified illustration techniques", "flat pattern-free design", "amateur pen work"; **NO digital techniques that eliminate pen-and-ink virtuosity**; **NO simplified approaches that lack ornamental decorative integration**; **NO flat designs that eliminate intricate crosshatching mastery**; **NO amateur techniques that lack ornamental sophistication**. **✓ Canvas Positives:** "exactly [declared ratio]", "intricate pen-and-ink crosshatching", "ornamental decorative pattern integration", "documentary character accuracy"; **Pen-and-ink virtuosity** with **ornamental pattern mastery**; **Documentary character precision** with **historical cultural accuracy**; **Intricate crosshatching technique** with **decorative pattern sophistication**; **Italian illustration excellence** with **ornamental traditional foundation**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 3:4 Italian Mastery:** Character ornamental prominence with intricate pattern support and documentary accuracy emphasis
+- **For 2:3 Portfolio Format:** Ornamental showcase with Toppi's pattern virtuosity and cultural accuracy context
+- **For 1:1 Ornamental Focus:** Pattern mastery emphasis with intricate decorative integration and character documentation
+
+**Staging:** Subjects positioned within **ornamental cultural scenarios** showing **documentary character accuracy** and **historical integration** in **intricate decorative environments**. **Camera/perspective:** **Ornamental showcase angles** supporting **character documentation** and **pattern mastery excellence**. **Background density:** **Intricate cultural environments** with **ornamental decorative effects**, **historical architectural accuracy**, and **cultural environmental quality**. **Pattern Requirements:** **Mandatory intricate ornamental patterns** integrated with **all composition elements**, **cultural decorative authenticity throughout**, **crosshatching pattern mastery**, **architectural ornamental detail integration**. **Environmental Integration:** **Historical architectural elements with ornamental precision**, **cultural artifacts with decorative pattern accuracy**, **traditional environmental details with research authenticity**, **atmospheric perspective through crosshatching density variation**. **Surface Context Anchor:** Italian pen-and-ink illustration surface with ornamental pattern integration appropriate to documentary cultural storytelling **Ratio Enforcement Anchor:** Ornamental cultural environments extend naturally within declared ratio while maintaining documentary character focus and intricate pattern mastery excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Toppi's fine art approach; **omit all embedded text**. Toppi emphasized **pure visual storytelling** through **ornamental pen-and-ink presentation** and **documentary character excellence**.
+
+------
+
+## Morris (Lucky Luke) Style 
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 Franco-Belgian comic format** or **4:3 landscape panel** - ignore source image dimensions completely. **CRITICAL CARTOON LIGNE CLAIRE DOMINANCE:** Morris's cartoon simplification overrides ALL photorealistic facial features, realistic human anatomy, and naturalistic proportions. **COMPLETE CARTOON CHARACTER TRANSFORMATION WITH LIGNE CLAIRE SIMPLIFICATION REQUIRED.** **Redraw command:** "Transform subject into authentic **Morris cartoon ligne claire character** for **exact format specification** - NOT photorealistic faces, realistic human proportions, or naturalistic rendering." **Anti-Photorealistic Priority:** **NO realistic facial bone structure, human skin textures, or photographic facial accuracy that eliminates cartoon character simplification.** **Completely redraw using Morris's cartoon facial proportions with enlarged noses (2x normal size), simplified dot eyes, and geometric character design.** Identity through **cartoon Western archetype and comedic silhouette ONLY, NOT facial accuracy.** **Face-Treatment Flag:** `poster-ink` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `adaptive-extend` **Cartoon Medium Enforcement:** **Subject must look like Morris cartoon character with geometric simplification and ligne claire flat colors, not human with comic filter.** **Complete conversion to cartoon medium with simplified facial geometry.** **Mode Selector:** Choose [Western Cartoon Character] or [Comedy Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (Franco-Belgian album format)
+- **4:3** (landscape action panel)
+- **16:9** (wide Western landscape)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with clean Western environmental expansion
+- **Spatial Allocation:** Subject positioned for maximum comedic impact (clear positioning within open Western landscape)
+- **Background Treatment:** Extend simplified Western environments (frontier towns, desert landscapes, simple architectural elements) with ligne claire clarity
+- **Format Justification:** Morris's Western tradition requires clean framing supporting character comedy and Western storytelling with ligne claire precision
+## 3) Style Context & Material Authenticity
+
+Morris's foundational approach (1946-2001) established **Western comedy through ligne claire** with **clean animation-influenced character design** and **efficient visual storytelling**. Production method emphasizes **clear line work** with **Disney animation influence**, **efficient detail economy**, **cinematic page layouts**, and **American Western research integration**. Purpose centers on **comedic Western storytelling** through **affectionate parody** and **accessible visual humor**. Hallmark motifs include **Lucky Luke's iconic cowboy design with flowing duster and wide hat**, **simple but expressive character faces with clear cartoon features**, **clean architectural Western settings**, **flat color schemes supporting character clarity**, **comedic action poses with motion lines**, and **Western genre parody elements with humorous twists**. Period framing encompasses **mythic American Old West** with **Franco-Belgian ligne claire sophistication** creating **accessible Western comedy**. **Tone Tag:** Clean Western humor.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Ultra-clean ligne claire outlines** with **consistent 1.0-1.5 pt weight** throughout; **NO line weight variation** that suggests realistic depth. **Morris cartoon facial features**: **enlarged geometric noses (2-3x normal proportion)**, **simple dot eyes or basic circles**, **minimal facial detail lines**, **geometric mouth shapes**. **Costume outlines** as **simple geometric shapes** with **no realistic fabric rendering**. **Color:** **Pure flat color fills** at **95-100% saturation** with **zero gradient effects**. **Morris primary palette**: **pure red neckerchiefs (#ff0000)**, **bright yellow shirts (#ffff00)**, **orange desert backgrounds (#ffa500)**, **sky blue (#00bfff)**. **No atmospheric perspective or realistic lighting** - cartoon color logic only. **Texture:** **Absolute zero texture** - **pure flat surfaces only** with **no material simulation whatsoever**. **Morris cartoon characteristics**: **solid color clothing with no wrinkles or folds**, **simple geometric hat shapes**, **flat skin color with no modeling**, **ligne claire perfect smoothness**. **Detail hierarchy:** **Cartoon facial features maximally simplified** - **bulbous noses dominant feature**, **dot eyes**, **simple line mouths**, **no realistic facial anatomy structure**. **Western props** as **basic geometric shapes** with **flat color fills only**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Western frontier styling** with **period-appropriate practicality** and **clean design**, **frontier dresses** with **simple patterns** and **practical construction**, **Western accessories** showing **period accuracy** and **comedic potential**, ornament scale **1-2** (simple jewelry, practical accessories, Western elements); hair & makeup scale **1** (simple styling for **ligne claire clarity**); **practical Western footwear** with **period accuracy**.
+- **Adults (male-presenting):** **Classic Western cowboy styling** with **Lucky Luke influence**, **practical Western clothing** with **period authenticity** and **comedic character design**, **cowboy accessories** including **hats, boots, gun belts, dusters**; accessories **1-2** pieces (Western weapons, cowboy gear); **Western hero aesthetic** with **ligne claire foundation**.
+- **Fabric behavior:** **Simple fabric physics** with **clear drape** and **environmental interaction** showing **Western conditions** and **ligne claire movement**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through Western palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [six-shooter revolver, cowboy hat, sheriff's badge, horseshoe, lasso]
+  occasional: [stagecoach, saloon doors, wanted poster, spittoon, harmonica]
+  rare: [steam locomotive, telegraph pole, gold nugget, Indian peace pipe]
+  micro: [playing card, coin, badge, bullet, spur]
+  exclusions:
+    - "no modern items inappropriate to Western period"
+    - "no complex objects that break ligne claire simplicity"
+  dependencies:
+    - "Western items require period accuracy and ligne claire rendering"
+    - "comedy elements must support Western humor and clear visual gags"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "realistic crosshatching", "complex shading", "dark atmospheric rendering", "modern elements"; **NO detailed texture work that eliminates ligne claire clarity**; **NO complex coloring that breaks flat color foundation**; **NO dramatic lighting that lacks Western comedy atmosphere**. **✓ Canvas Positives:** "exactly [declared ratio]", "ligne claire Western clarity"; **Clean line work** with **flat color foundation**; **Western comedy elements** with **clear visual gag potential**; **Simple character design** with **expressive cartoon features**; **Efficient environmental establishment** with **ligne claire precision**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Franco-Belgian:** Western character prominence with clean environmental support and comedic focus
+- **For 4:3 Landscape:** Western action emphasis with Morris's clean environmental storytelling and character interaction
+- **For 16:9 Wide Western:** Panoramic Western landscape with character integration and environmental comedy
+
+**Staging:** Subjects positioned within **clean Western scenarios** showing **character comedy** and **Western authenticity** in **simplified frontier environments**. **Camera/perspective:** **Clear Western angles** supporting **character expression** and **comedic action presentation**. **Background density:** **Simple Western environments** with **ligne claire atmospheric effects** and **efficient environmental quality**. **Surface Context Anchor:** Ligne claire comic surface appropriate to Western comedy storytelling **Ratio Enforcement Anchor:** Western environments extend naturally within declared ratio while maintaining character comedy focus and ligne claire excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for Franco-Belgian comic tradition; **allow embedded text** for **Western comedy purposes**.
+
+**Ratio-Appropriate Zones:** Western composition optimized for declared aspect ratio with **comic text integration**
+
+**Copy limits:** ≤4 words/line for **Western dialogue**, ≤5 speech balloons positioned within **clean composition**
+
+**Font recommendation:** **Closest Google Font: Fredoka One (comic clarity analog, 80%). Better: Clear comic fonts appropriate to ligne claire Western tradition.**
+
+**Format-Specific Text Rules:**
+
+- **Franco-Belgian mode:** mandatory clean text integration, character > action hierarchy, ligne claire typography
+- **Western action mode:** minimal sound effects with clear Western atmosphere
+- **Landscape mode:** environmental text integration supporting Western setting
+
+**Historical accuracy:** fonts must support Western comedy tradition without breaking ligne claire authenticity.
+
+------
+
+## Albert Uderzo (Asterix) Style
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 Asterix album format** or **3:4 character portrait** - ignore source image dimensions completely. **CRITICAL CARTOON CHARACTER DOMINANCE:** Albert Uderzo's cartoon character mastery overrides ALL photorealistic facial features, realistic human anatomy, and naturalistic proportions. **COMPLETE CARTOON CHARACTER TRANSFORMATION WITH EXAGGERATED FEATURES REQUIRED.** **Redraw command:** "Transform subject into authentic **Albert Uderzo cartoon character design** for **exact format specification** - NOT photorealistic faces, realistic human proportions, or naturalistic anatomy." **Anti-Photorealistic Priority:** **NO realistic facial bone structure, human skin textures, or photographic facial proportions that eliminate cartoon character exaggeration.** **Completely redraw using Uderzo's cartoon proportions with bulbous noses, distinctive mustaches, and exaggerated character features.** Identity through **cartoon character archetype and distinctive Gallic silhouette ONLY, NOT facial accuracy.** **Face-Treatment Flag:** `painterly-contour` **Pose Flag:** `power-stance` **Canvas Control Flag:** `adaptive-extend` **Cartoon Character Medium Enforcement:** **Subject must look like Uderzo cartoon character with exaggerated proportions and Franco-Belgian sophistication, not human with cartoon filter.** **Complete conversion to cartoon character medium with distinctive Gallic features.** **Mode Selector:** Choose [Gallic Cartoon Character] or [Adventure Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (Asterix album standard)
+- **3:4** (character portrait focus)
+- **16:9** (epic adventure landscape)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with detailed adventure environmental expansion
+- **Spatial Allocation:** Subject positioned for maximum character impact (heroic positioning with detailed environmental context)
+- **Background Treatment:** Extend sophisticated ancient environments (Gallic villages, Roman architecture, historical landscapes) with atmospheric depth and research accuracy
+- **Format Justification:** Uderzo's Franco-Belgian tradition requires precise framing supporting character development and adventure storytelling with historical sophistication
+## 3) Style Context & Material Authenticity
+
+Albert Uderzo's masterful approach (1959-2011) established **Gallic adventure excellence** through **sophisticated character design** and **detailed environmental integration**. Production method emphasizes **precise line work mastery** with **Disney animation influence evolved**, **detailed background research**, **expressive character development**, and **Franco-Belgian storytelling excellence**. Purpose focuses on **adventure storytelling** through **character personality** and **historical cultural integration**. Hallmark motifs include **Asterix and Obelix's distinctive character designs with personality-driven features**, **detailed Roman and Gallic architecture**, **expressive crowd scenes with individual character development**, **sophisticated color harmony supporting story mood**, **dynamic action poses with anatomical accuracy**, and **historical research elements integrated with fantasy adventure**. Period framing encompasses **ancient Gaul and Roman Empire** with **Franco-Belgian sophistication** creating **character-driven historical adventure**. **Tone Tag:** Sophisticated Gallic adventure.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Franco-Belgian cartoon precision** with **variable character-defining weights** ranging **0.8-2.0 pt** based on **cartoon feature hierarchy**; **Uderzo character characteristics**: **bulbous noses with defining curves**, **distinctive mustache line work**, **expressive cartoon eyes with personality**, **exaggerated facial proportions**. **Individual character definition** through **distinctive cartoon features**. **Color:** **Rich Franco-Belgian cartoon palette** at **85-95% saturation** with **character personality color coding**. **Uderzo cartoon colors**: **Gallic village earth tones (#8b4513)**, **Roman armor red (#dc2626)**, **character costume variety**, **distinctive hair colors (blonde, red, brown)**. **Cartoon lighting logic** rather than realistic illumination. **Texture:** **Franco-Belgian cartoon surface quality** with **character-specific texture indication**. **Uderzo cartoon details**: **mustache texture definition**, **costume pattern indication**, **environmental cartoon textures**, **distinctive character surface variety**. **Detail hierarchy:** **Cartoon character features maximally distinctive** - **individual nose shapes and sizes**, **unique mustache styles per character**, **expressive cartoon eyes with personality differences**, **distinctive silhouettes readable from distance**. **Historical props** rendered with **cartoon functionality** and **adventure story integration**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Ancient Gallic styling** with **historical research accuracy** and **character personality integration**, **period costume design** with **cultural authenticity** and **adventure practicality**, **Celtic and Roman clothing elements** showing **historical foundation** and **character development**, ornament scale **2-3** (period jewelry, cultural accessories, character elements); hair & makeup scale **2** (period styling with **character personality emphasis**); **historical footwear** with **cultural accuracy**.
+- **Adults (male-presenting):** **Gallic warrior styling** with **character personality emphasis**, **historical costume accuracy** with **adventure functionality** and **cultural authenticity**, **Celtic and Roman elements** including **armor, tunics, cloaks, accessories**; accessories **2-3** pieces (historical weapons, cultural items, character props); **adventure warrior aesthetic** with **historical foundation**.
+- **Fabric behavior:** **Sophisticated fabric physics** with **historical accuracy** and **environmental interaction** showing **adventure conditions** and **period authenticity**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through historical palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [magic potion cauldron, Gallic shield, Roman helmet, wild boar, ancient scroll]
+  occasional: [menhir stone, Roman standard, Celtic torque, amphora, ancient coin]
+  rare: [druid's golden sickle, Roman chariot, tribal artifact, sacred mistletoe, ancient treasure]
+  micro: [potion vial, Roman medal, Celtic symbol, ancient bead, tribal marking]
+  exclusions:
+    - "no anachronistic items inappropriate to ancient period"
+    - "no simplified objects that break historical research accuracy"
+  dependencies:
+    - "historical items require research accuracy and cultural authenticity"
+    - "adventure elements must support character development and story integration"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "simplified cartoon techniques", "amateur line work", "flat character rendering", "modern anachronisms"; **NO amateur art that eliminates sophisticated character development**; **NO simplified backgrounds that lack environmental research**; **NO flat coloring that breaks Franco-Belgian sophistication**. **✓ Canvas Positives:** "exactly [declared ratio]", "Uderzo character mastery"; **Sophisticated character design** with **personality development**; **Historical research accuracy** with **environmental authenticity**; **Franco-Belgian line work excellence** with **adventure atmosphere**; **Cultural integration** with **character story support**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Album:** Character prominence with sophisticated environmental support and adventure focus
+- **For 3:4 Portrait:** Character focus with Uderzo's personality development and cultural context
+- **For 16:9 Epic:** Adventure panorama with character integration and environmental research mastery
+
+**Staging:** Subjects positioned within **sophisticated adventure scenarios** showing **character development** and **historical authenticity** in **detailed ancient environments**. **Camera/perspective:** **Adventure-focused angles** supporting **character personality** and **environmental storytelling excellence**. **Background density:** **Detailed historical environments** with **research-based atmospheric effects** and **cultural environmental quality**. **Surface Context Anchor:** Franco-Belgian illustration surface appropriate to sophisticated adventure storytelling **Ratio Enforcement Anchor:** Adventure environments extend naturally within declared ratio while maintaining character development focus and historical research excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for Franco-Belgian comic tradition; **allow embedded text** for **adventure storytelling purposes**.
+
+**Ratio-Appropriate Zones:** Adventure composition optimized for declared aspect ratio with **character dialogue integration**
+
+**Copy limits:** ≤5 words/line for **adventure dialogue**, ≤6 speech balloons positioned within **sophisticated composition**
+
+**Font recommendation:** **Closest Google Font: Open Sans (comic clarity analog, 85%). Better: Franco-Belgian fonts appropriate to adventure comic excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Album mode:** mandatory text integration, character > adventure hierarchy, Franco-Belgian typography
+- **Portrait mode:** optional character expression integration
+- **Epic mode:** environmental text supporting adventure scope and character development
+
+**Historical accuracy:** fonts must support adventure comic tradition without breaking historical authenticity.
+
+------
+
+## Milo Manara Style
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signature; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 European illustration format** or **3:4 classical portrait** - ignore source image dimensions completely. **CRITICAL CLASSICAL ILLUSTRATION DOMINANCE:** Milo Manara's traditional watercolor and ink technique overrides ALL digital painting, photorealistic rendering, and modern illustration approaches. **COMPLETE TRADITIONAL ILLUSTRATION TRANSFORMATION WITH RENAISSANCE INFLUENCE REQUIRED.** **Redraw command:** "Transform subject into authentic **Milo Manara classical watercolor illustration** for **exact format specification** - NOT digital painting, photorealistic rendering, or modern illustration techniques." **Anti-Digital Priority:** **NO digital painting smoothness, photorealistic skin textures, or modern rendering that eliminates traditional watercolor transparency and classical ink line work.** **Completely redraw using Manara's traditional illustration techniques with watercolor transparency, classical figure proportions, and Renaissance-influenced composition.** Identity through **classical artistic archetype and elegant gesture ONLY, NOT photographic accuracy.** **Face-Treatment Flag:** `diffusion-soft` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `adaptive-extend` **Traditional Illustration Medium Enforcement:** **Subject must look like classical watercolor illustration with Renaissance proportions and traditional technique transparency, not digital art or photograph.** **Complete conversion to traditional illustration medium with classical artistic sophistication.** **Mode Selector:** Choose [Classical Figure Study] or [Renaissance Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (European album format)
+- **3:4** (classical portrait)
+- **1:1** (artistic composition)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with classical environmental expansion
+- **Spatial Allocation:** Subject positioned for maximum elegant impact (classical positioning with Renaissance-influenced composition)
+- **Background Treatment:** Extend sophisticated classical environments (Renaissance architecture, natural landscapes, artistic interiors) with atmospheric depth and cultural sophistication
+- **Format Justification:** Manara's European tradition requires elegant framing supporting figure beauty and classical storytelling with Renaissance sophistication
+## 3) Style Context & Material Authenticity
+
+Milo Manara's distinguished approach (1969-present) established **sensual classical realism** through **Renaissance-influenced figure mastery** and **sophisticated line work excellence**. Production method emphasizes **traditional illustration techniques** with **classical art study influence**, **precise anatomical foundation**, **watercolor and ink integration**, and **European artistic sophistication**. Purpose centers on **elegant storytelling** through **figure beauty** and **classical cultural integration**. Hallmark motifs include **graceful feminine figures with classical proportions and Renaissance beauty ideals**, **sophisticated architectural backgrounds with cultural accuracy**, **flowing fabric and natural elements with classical rendering**, **elegant color harmony supporting romantic mood**, **classical poses with anatomical sophistication**, and **Renaissance artistic elements integrated with contemporary narrative**. Period framing encompasses **timeless classical beauty** with **European artistic sophistication** creating **elegant figure-centered storytelling**. **Tone Tag:** Classical sensual sophistication.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Classical ink line work** with **sophisticated variation** ranging **0.4-1.5 pt** based on **classical drawing hierarchy**; **Manara traditional characteristics**: **confident ink contours**, **classical figure definition**, **Renaissance-influenced line quality**, **traditional drawing tool marks**. **Anatomical accuracy** within **classical artistic proportions**. **Color:** **Watercolor transparency effects** at **70-85% saturation** with **traditional pigment behavior** and **classical color relationships**. **Manara watercolor palette**: **warm earth tones (#d2b48c)**, **classical flesh tones (#fdbcb4)**, **architectural stone colors (#a0a0a0)**, **natural landscape greens (#8fbc8f)**. **Watercolor layering effects** with **transparent overlays** and **traditional medium characteristics**. **Texture:** **Traditional watercolor surface quality** with **paper texture indication** and **classical illustration techniques**. **Manara traditional details**: **watercolor edge bleeding (2-4px)**, **ink line confidence**, **classical architectural detail**, **traditional fabric drape rendering**. **Renaissance artistic surface authenticity** throughout. **Detail hierarchy:** **Classical figure excellence** with **Renaissance anatomical accuracy**, **sophisticated architectural backgrounds** with **classical detail**, **traditional illustration tool marks**, **watercolor transparency effects** showing **authentic medium behavior**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Classical beauty styling** with **Renaissance elegance** and **sophisticated grace**, **flowing classical garments** with **cultural accuracy** and **elegant drape**, **timeless fashion elements** showing **classical beauty ideals** and **sophisticated design**, ornament scale **2-3** (classical jewelry, elegant accessories, cultural elements); hair & makeup scale **2-3** (classical styling with **Renaissance beauty emphasis**); **elegant footwear** with **classical sophistication**.
+- **Adults (male-presenting):** **Classical masculine styling** with **Renaissance influence**, **sophisticated period clothing** with **cultural authenticity** and **elegant design**, **classical elements** including **tunics, cloaks, sophisticated accessories**; accessories **1-2** pieces (classical items, elegant props); **sophisticated masculine aesthetic** with **Renaissance foundation**.
+- **Fabric behavior:** **Classical fabric physics** with **Renaissance accuracy** and **elegant drape** showing **atmospheric conditions** and **sophisticated movement**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through classical palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [classical scroll, elegant mirror, Renaissance book, artistic quill, classical urn]
+  occasional: [musical instrument, classical sculpture, elegant jewelry, Renaissance painting, artistic tool]
+  rare: [classical masterwork, Renaissance artifact, elegant treasure, sophisticated art piece, cultural relic]
+  micro: [classical coin, elegant bead, artistic detail, cultural symbol, sophisticated accent]
+  exclusions:
+    - "no crude items inappropriate to classical elegance"
+    - "no modern objects that break Renaissance sophistication"
+  dependencies:
+    - "classical items require cultural accuracy and elegant rendering"
+    - "sophisticated elements must support figure beauty and elegant atmosphere"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "crude line work", "digital smoothness", "amateur anatomy", "flat illustration techniques"; **NO crude art that eliminates classical elegance**; **NO digital effects that break traditional illustration quality**; **NO amateur anatomy that lacks Renaissance sophistication**. **✓ Canvas Positives:** "exactly [declared ratio]", "classical figure mastery"; **Sophisticated line work** with **Renaissance influence**; **Classical anatomy accuracy** with **elegant proportion systems**; **Watercolor sophistication** with **traditional illustration excellence**; **Cultural sophistication** with **figure beauty emphasis**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Album:** Figure prominence with classical environmental support and elegant focus
+- **For 3:4 Portrait:** Classical beauty focus with Manara's sophisticated figure treatment and Renaissance context
+- **For 1:1 Artistic:** Balanced composition with figure beauty and classical environmental integration
+
+**Staging:** Subjects positioned within **sophisticated classical scenarios** showing **figure elegance** and **Renaissance beauty** in **culturally accurate environments**. **Camera/perspective:** **Classical beauty angles** supporting **figure sophistication** and **elegant presentation excellence**. **Background density:** **Sophisticated classical environments** with **Renaissance atmospheric effects** and **cultural environmental quality**. **Surface Context Anchor:** Traditional watercolor illustration surface appropriate to classical elegant storytelling **Ratio Enforcement Anchor:** Classical environments extend naturally within declared ratio while maintaining figure beauty focus and Renaissance cultural excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Manara's fine art approach; **omit all embedded text**. Manara emphasized **pure visual storytelling** through **classical figure presentation** and **sophisticated atmospheric integration**.
+
diff --git a/styles-source/archive/Expressionist_Analysis.md b/styles-source/archive/Expressionist_Analysis.md
new file mode 100644
index 0000000..dc890a9
--- /dev/null
+++ b/styles-source/archive/Expressionist_Analysis.md
@@ -0,0 +1,816 @@
+# Expressionist Analysis
+
+------
+
+# Edvard Munch
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Face-Treatment Flags (choose one):**
+  - *Traditional Painted:* `painterly-contour`, `fresco-matte`, `tempera-precise`, `watercolor-soft`, `acrylic-flat`
+  - *Drawing/Illustration:* `pen-crosshatch`, `brush-wash`, `charcoal-smudge`, `gouache-opaque`, `poster-ink`, `litho-wash`
+  - *Print/Reproduction:* `engrave-hatch`, `woodblock-carved`, `silkscreen-layered`, `offset-dot`, `halftone-dot`
+  - *Mosaic/Decorative:* `mosaic-tessera`, `icon-flat`, `stained-glass-lead`, `byzantine-gold`, `manuscript-miniature`
+  - *Digital/Modern:* `vector-crisp`, `pixel-stepped`, `digital-painted`, `3d-rendered`
+  - *Photographic:* `diffusion-soft`, `diffusion-glam`, `film-grain-triX`, `hard-flash`, `platinum-plate`, `color-surge`
+  - *Stylized:* `geometric-faceted`, `organic-flowing`, `caricature-exaggerated`
+- **Pose Flags (choose one):** `frontal-rigid`, `contrapposto`, `power-stance`, `candid-motion`, `foreshortened-diagonal`, `erotic-tension`, `gestural-fluid`.
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`, `source-respect`.
+- **Media Hybrid Flag (optional):** `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics.
+- **Period Production Authenticity:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.).
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** - ignore source image dimensions completely.
+- Redraw in **Norwegian Symbolist-Expressionist painting** for **oil on canvas psychological portrait**.
+- Identity via psychological gesture/tormented expression/symbolic distortion.
+- **IP Safeguard Declaration:** Create original psychological composition avoiding copyrighted elements appropriate to Symbolist-Expressionist tradition.
+- **Face-Treatment Flag:** `painterly-contour`
+- **Pose Flag:** `psychological-tension`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Style Dominance:** Munch's symbolic distortion and color psychology override naturalistic representation.
+- **Mode Selector:** psychological portrait
+
+## 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:** `3:4` (classical portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with atmospheric psychological space
+- **Spatial Allocation:** Subject dominance 70% with symbolic environmental elements
+- **Background Treatment:** Extend swirling, undulating patterns and non-naturalistic color fields to fill vertical canvas space
+- **Format Justification:** 3:4 portrait ratio serves Munch's intimate psychological inquiry and symbolic intensity
+
+## 3) Artistic Style & Context
+
+- **Influences:** Van Gogh's expressive brushwork, Gauguin's symbolic color, Norwegian folk art, medieval spirituality
+- **Medium/Production method:** Oil on canvas with thick impasto and flowing, undulating brushstrokes
+- **Thematic purpose:** Externalization of internal psychological states, universal human anxiety, death, love, isolation
+- **5 hallmark motifs:** Swirling, wavy lines mirroring emotional turbulence; non-naturalistic color expressing psychological states; simplified, mask-like faces; diagonal compositions creating visual anxiety; symbolic landscapes reflecting inner torment
+- **Period framing:** 1890s-1910s Norwegian Symbolist-Expressionist transition period
+- **Tone Tag:** Existential melancholy with spiritual intensity
+- **Production Era Authenticity:** Traditional oil painting techniques with Post-Impressionist color innovation and Symbolist psychological content
+
+## 4) Technical Execution
+
+- **Line:** Flowing, undulating contours that mirror psychological states; wavy, unstable horizons; diagonal tension lines
+- **Color:** Non-naturalistic psychological palette - fiery orange-reds for anguish, sickly greens for psychological distress, deep blues for melancholy
+- **Texture:** Visible brushstrokes with moderate impasto; smooth psychological transitions between color fields
+- **Edge:** Soft, dissolved edges for psychological uncertainty; sharp contrasts for emotional intensity
+- **Stroke economy:** Deliberate, flowing brushwork that follows emotional rather than anatomical logic
+- **Surface depth:** Flattened perspective with symbolic rather than realistic spatial relationships
+- **Detail hierarchy:** Simplified forms focusing on essential psychological elements over naturalistic detail
+- **Material simulation:** Authentic oil painting surface with visible canvas texture
+- **Pose Anchors:** Psychological tension expressed through body language - hands to head, distant gaze, angular positioning
+- **Scale Hierarchy Anchor:** Symbolic scale - figures may be enlarged or diminished based on psychological significance
+- **Material Authenticity Anchor:** Traditional oil on canvas techniques with visible brushwork and paint texture
+- **Period Consistency Anchor:** 1890s Norwegian painting methods with Symbolist color theory
+- **Production Method Anchor:** Hand-mixed oil pigments applied with traditional brushes on primed canvas
+- **Canvas Adaptation Anchor:** Composition designed for 3:4 vertical format emphasizing psychological verticality
+
+## 5) Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**WARDROBE TRACKS:**
+
+- **Adult masculine:** Simple dark suits, white shirts, minimal bourgeois clothing reflecting Munch's own style
+- **Adult feminine:** Flowing white or red dresses, simplified forms emphasizing symbolic rather than fashionable elements
+- **Androgynous:** Flowing robes or simplified garments that emphasize universal human form
+
+**FABRIC BEHAVIOR:** Simplified drapery that follows emotional rather than gravitational logic; fabrics may appear to flow with psychological energy
+
+**ACCESSORY CAPS:** Minimalist 0-1 (symbolic objects only)
+
+**COLOR PALETTE:** Restricted to psychological primaries - white for innocence/death, red for passion/blood, black for despair, with Munch's characteristic non-naturalistic hues
+
+**WARDROBE VARIATION REQUIRED:** Cycle through white, red, and black primary garments with simplified, flowing forms
+
+**PROPS:** Maximum 1 symbolic object (skull, flower, mirror, book) that serves psychological narrative
+
+**COHERENCE FILTER:** All elements support symbolic-psychological narrative; eliminate decorative details
+
+**YAML PROP POOLS:**
+
+```yaml
+symbolic_objects:
+  death_symbols: [skull, wilted_flower, empty_chair, mirror]
+  psychological_items: [letter, book, medicine_bottle, cigarette]
+  relationship_symbols: [ring, photograph, broken_object]
+```
+
+## 6) Constraints
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "photographic realism"
+- "decorative Art Nouveau elements", "ornate details", "Vienna Secession gold"
+- "bright cheerful colors", "naturalistic lighting", "academic precision"
+- "stable horizontal lines", "realistic depth", "detailed naturalistic features"
+
+**✅ Canvas Positives:**
+
+- "exactly 3:4", "recomposed for portrait intensity", "psychological vertical emphasis"
+- "flowing undulating brushwork", "symbolic color psychology", "existential melancholy"
+- "authentic oil painting techniques", "visible canvas texture", "Norwegian Symbolist tradition"
+- "dramatically simplified archetypal forms", "unstable tilted perspectives", "visual anxiety through diagonal discord"
+
+**Vocabulary warnings:** Avoid "ornate," "decorative," "cheerful" to prevent generation of inappropriate stylistic elements
+
+## 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical emphasis:** Subject dominance ≥70% with psychological environmental context
+- **Hierarchical staging:** Central figure with symbolic background elements supporting psychological narrative
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Flattened, symbolic space with wavy, unstable horizon lines
+- **Grid/symmetry:** Diagonal tension creating psychological unease
+- **Figure:ground:** 70% figure dominance with 30% symbolic atmospheric background
+- **Density:** Simplified forms with essential psychological elements only
+- **Lighting logic:** Non-naturalistic, expressive lighting serving psychological mood
+- **Detail:negative space ratio:** Minimal detail, maximum psychological impact optimized for 3:4 vertical format
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Oil on canvas with visible weave texture and traditional priming
+- **Frame/Band Anchor:** Omit entirely (authentic to painting tradition)
+- **Production Context Anchor:** 1890s Norwegian studio painting on traditional canvas support
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 portrait format emphasizing psychological verticality and intimacy
+
+## 8) Typography & Text Integration
+
+**BINARY:** Omit entirely
+
+**IF ALLOWED:** N/A - Munch's psychological paintings exclude text integration
+
+**HISTORICAL ACCURACY:** Pure painting tradition without typographic elements
+
+**PRODUCTION METHOD INTEGRATION:** N/A - focus remains on painted surface
+
+------
+
+# Egon Schiele
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Face-Treatment Flags (choose one):**
+  - *Traditional Painted:* `painterly-contour`, `fresco-matte`, `tempera-precise`, `watercolor-soft`, `acrylic-flat`
+  - *Drawing/Illustration:* `pen-crosshatch`, `brush-wash`, `charcoal-smudge`, `gouache-opaque`, `poster-ink`, `litho-wash`
+  - *Print/Reproduction:* `engrave-hatch`, `woodblock-carved`, `silkscreen-layered`, `offset-dot`, `halftone-dot`
+  - *Mosaic/Decorative:* `mosaic-tessera`, `icon-flat`, `stained-glass-lead`, `byzantine-gold`, `manuscript-miniature`
+  - *Digital/Modern:* `vector-crisp`, `pixel-stepped`, `digital-painted`, `3d-rendered`
+  - *Photographic:* `diffusion-soft`, `diffusion-glam`, `film-grain-triX`, `hard-flash`, `platinum-plate`, `color-surge`
+  - *Stylized:* `geometric-faceted`, `organic-flowing`, `caricature-exaggerated`
+- **Pose Flags (choose one):** `frontal-rigid`, `contrapposto`, `power-stance`, `candid-motion`, `foreshortened-diagonal`, `erotic-tension`, `gestural-fluid`.
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`, `source-respect`.
+- **Media Hybrid Flag (optional):** `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics.
+- **Period Production Authenticity:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.).
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Redraw in **Viennese Expressionist raw figuration** for **oil on canvas psychological portraiture**.
+- Identity via angular distortion/raw vulnerability/psychological exposure.
+- **IP Safeguard Declaration:** Create original psychological figure study avoiding copyrighted elements appropriate to Viennese Expressionist tradition.
+- **Face-Treatment Flag:** `angular-distorted`
+- **Pose Flag:** `psychological-vulnerability`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Schiele's angular distortion and psychological rawness override conventional beauty standards.
+- **Mode Selector:** psychological figure study
+
+## 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:** `2:3` (elongated vertical for psychological tension)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with elongated vertical emphasis
+- **Spatial Allocation:** Figure dominance 80% with minimal background context
+- **Background Treatment:** Stark, often empty backgrounds with subtle color washes to emphasize psychological isolation
+- **Format Justification:** 2:3 elongated vertical ratio serves Schiele's intense psychological focus and angular figure distortion
+
+## 3) Artistic Style & Context
+
+- **Influences:** Gustav Klimt's linear elegance, Vienna Secession rebellion, medieval manuscript intensity, primitive art directness, psychological analysis
+- **Medium/Production method:** Mixed media on paper with gouache, watercolor, and aggressive linear drawing techniques creating drawing-painting hybrid approach
+- **Thematic purpose:** Uncompromising psychological truth, raw sexuality, death obsession, moral critique of bourgeois hypocrisy
+- **5 hallmark motifs:** Sharp, angular and febrile lines defining form; distorted, elongated body proportions; stark psychological isolation; raw, unidealized sexuality; morbid fascination with decay and death
+- **Period framing:** 1910s Viennese Expressionist rebellion against Art Nouveau decoration
+- **Tone Tag:** Raw psychological intensity with morbid introspection
+- **Production Era Authenticity:** Early 20th century Viennese painting with Expressionist psychological directness
+
+## 4) Technical Execution
+
+- **Line:** Sharp, angular, febrile lines that define psychological rather than anatomical truth
+- **Color:** Raw, unmodulated colors often applied directly; sickly greens, flesh tones, stark contrasts
+- **Texture:** Relatively smooth application with emphasis on linear definition over painterly surface
+- **Edge:** Hard, sharp edges creating psychological tension and anatomical distortion
+- **Stroke economy:** Economical, precise marks that serve psychological expression over decorative beauty
+- **Surface depth:** Flattened space emphasizing figure over environmental context
+- **Detail hierarchy:** Hyper-focus on hands, faces, and sexually charged body parts
+- **Material simulation:** Authentic oil and gouache techniques with linear precision
+- **Pose Anchors:** Psychological tension through contorted poses, introspective gestures, vulnerable positioning
+- **Scale Hierarchy Anchor:** Distorted proportions serving psychological rather than naturalistic truth
+- **Material Authenticity Anchor:** Traditional oil and gouache on canvas with linear clarity
+- **Period Consistency Anchor:** 1910s Viennese painting methods with Expressionist psychological approach
+- **Production Method Anchor:** Precise brushwork and drawing techniques combined with raw color application
+- **Canvas Adaptation Anchor:** Composition designed for 2:3 elongated format emphasizing psychological verticality and isolation
+
+## 5) Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**WARDROBE TRACKS:**
+
+- **Adult masculine:** Simple shirts, often partially unbuttoned or removed; minimal, revealing clothing
+- **Adult feminine:** Simple undergarments, flowing fabric, often partially draped or removed
+- **Androgynous:** Flowing robes or minimal clothing emphasizing vulnerable human form
+
+**FABRIC BEHAVIOR:** Simplified drapery that emphasizes body contours and psychological states rather than fashion
+
+**ACCESSORY CAPS:** Minimalist 0-1 (symbolic objects only)
+
+**COLOR PALETTE:** Muted earth tones, flesh colors, stark whites and blacks, with occasional symbolic reds
+
+**WARDROBE VARIATION REQUIRED:** Cycle through minimal clothing arrangements emphasizing psychological vulnerability rather than fashion
+
+**PROPS:** Maximum 1 symbolic object serving psychological narrative (mirror, flower, book, personal item)
+
+**COHERENCE FILTER:** All elements support psychological intensity and raw human truth
+
+**YAML PROP POOLS:**
+
+```yaml
+schiele_objects:
+  psychological_symbols: [mirror, wilted_flower, personal_letter, artistic_materials]
+  intimacy_objects: [simple_jewelry, fabric_draping, personal_clothing]
+  mortality_symbols: [dried_flowers, skull_studies, medical_items]
+```
+
+## 6) Constraints
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "decorative Art Nouveau elements"
+- "idealized beauty", "classical proportions", "ornate details"
+- "cheerful colors", "romantic sentimentality", "bourgeois propriety"
+- "soft curves", "harmonious color relationships", "pleasant compositions", "naturalistic anatomy"
+
+**✅ Canvas Positives:**
+
+- "exactly 2:3", "recomposed for elongated psychological tension", "vertical figure dominance"
+- "brutally sharp febrile lines", "psychological distortion", "raw uncompromising truth"
+- "authentic oil and gouache techniques", "brutal linear precision", "Viennese Expressionist rebellion"
+- "stark psychological isolation", "anatomical destruction", "tortured emotional intensity"
+
+**Vocabulary warnings:** Avoid "beautiful," "decorative," "elegant" to prevent idealized or ornamental qualities
+
+## 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Elongated Vertical):**
+
+- **Vertical emphasis:** Figure dominance 85% of vertical space with minimal environmental context
+- **Cropping strategy:** Crop at unexpected points - mid-thigh, mid-torso, or cutting through limbs to create visual anxiety
+- **Positioning specifications:** Eyes positioned 1/3 higher than normal portrait placement; figures positioned to violate comfortable viewing expectations
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Dramatically flattened space with figure pressed against picture plane
+- **Grid/symmetry:** Asymmetrical compositions that create psychological unease through off-balance positioning
+- **Figure:ground:** 85% figure dominance with 15% stark, psychologically oppressive empty background
+- **Density:** Concentrated psychological intensity with complete elimination of decorative elements
+- **Lighting logic:** Harsh, unforgiving lighting that reveals every psychological flaw and physical imperfection
+- **Detail:negative space ratio:** Intense focus on elongated necks (150% normal), unnaturally long bony fingers, jutting shoulder blades, visible rib cages through skin optimized for 2:3 vertical format
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Paper substrate with pencil foundation visible through transparent watercolor washes
+- **Frame/Band Anchor:** Omit entirely (authentic to drawing-painting hybrid tradition)
+- **Production Context Anchor:** 1910s Viennese mixed media technique with aggressive pencil work as foundation
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 elongated format with 85% vertical figure dominance and strategic cropping creating psychological discomfort
+
+## 8) Typography & Text Integration
+
+**BINARY:** Omit entirely
+
+**IF ALLOWED:** N/A - Schiele's psychological paintings exclude text integration
+
+**HISTORICAL ACCURACY:** Pure painting tradition focused on psychological figure studies
+
+**PRODUCTION METHOD INTEGRATION:** N/A - emphasis on raw psychological expression through form and color
+
+---
+
+# Oskar Kokoschka
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Face-Treatment Flags (choose one):**
+  - *Traditional Painted:* `painterly-contour`, `fresco-matte`, `tempera-precise`, `watercolor-soft`, `acrylic-flat`
+  - *Drawing/Illustration:* `pen-crosshatch`, `brush-wash`, `charcoal-smudge`, `gouache-opaque`, `poster-ink`, `litho-wash`
+  - *Print/Reproduction:* `engrave-hatch`, `woodblock-carved`, `silkscreen-layered`, `offset-dot`, `halftone-dot`
+  - *Mosaic/Decorative:* `mosaic-tessera`, `icon-flat`, `stained-glass-lead`, `byzantine-gold`, `manuscript-miniature`
+  - *Digital/Modern:* `vector-crisp`, `pixel-stepped`, `digital-painted`, `3d-rendered`
+  - *Photographic:* `diffusion-soft`, `diffusion-glam`, `film-grain-triX`, `hard-flash`, `platinum-plate`, `color-surge`
+  - *Stylized:* `geometric-faceted`, `organic-flowing`, `caricature-exaggerated`
+- **Pose Flags (choose one):** `frontal-rigid`, `contrapposto`, `power-stance`, `candid-motion`, `foreshortened-diagonal`, `erotic-tension`, `gestural-fluid`.
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`, `source-respect`.
+- **Media Hybrid Flag (optional):** `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics.
+- **Period Production Authenticity:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.).
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **4:3 ratio** - ignore source image dimensions completely.
+- Redraw in **Viennese Expressionist psychological portraiture** for **oil on canvas with nervous brushwork**.
+- Identity via frantic energy/psychological penetration/inner vision manifestation.
+- **IP Safeguard Declaration:** Create original psychological portrait avoiding copyrighted elements appropriate to Viennese Expressionist tradition.
+- **Face-Treatment Flag:** `nervous-animated`
+- **Pose Flag:** `psychological-penetration`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Style Dominance:** Kokoschka's nervous brushwork and psychological vision override physical appearance.
+- **Mode Selector:** psychological portrait
+
+## 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:** `4:3` (balanced landscape for psychological portraits)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with swirling psychological atmosphere
+- **Spatial Allocation:** Subject dominance 70% with turbulent environmental context
+- **Background Treatment:** Extend nervous, frantic brushstrokes and turbulent color fields to fill 4:3 canvas space
+- **Format Justification:** 4:3 ratio serves Kokoschka's balanced psychological portraits with atmospheric context
+
+## 3) Artistic Style & Context
+
+- **Influences:** No formal art training leading to intuitive approach, Vienna Secession rebellion, primitive art directness, psychological analysis, Freudian subconscious exploration
+- **Medium/Production method:** Oil on canvas with nervous, animated brushwork and frantic energy application
+- **Thematic purpose:** Manifestation of inner vision through subconscious, psychological penetration beyond surface appearance, catastrophic premonition
+- **5 hallmark motifs:** Nervous, swirling and frantic brushstrokes; turbulent, nihilistic atmospheric backgrounds; psychological rather than optical vision; visible anxiety and scratch marks; catastrophic emotional intensity
+- **Period framing:** 1900s-1920s Viennese Expressionist psychological exploration period
+- **Tone Tag:** Frantic psychological intensity with catastrophic premonition
+- **Production Era Authenticity:** Early 20th century Viennese painting with untrained, intuitive expressionist techniques
+
+## 4) Technical Execution
+
+- **Line:** Nervous, animated lines with visible anxiety and scratch marks; frantic, swirling movements
+- **Color:** Vibrant and contrasting colors serving psychological rather than naturalistic purposes
+- **Texture:** Visible brushstrokes creating anxious, scratch-marked surfaces; nervous energy made tangible
+- **Edge:** Agitated, uncertain edges reflecting psychological turbulence
+- **Stroke economy:** Frantic, energetic marks following emotional rather than formal logic
+- **Surface depth:** Turbulent atmospheric space reflecting inner psychological states
+- **Detail hierarchy:** Essential psychological elements emphasized through nervous energy
+- **Material simulation:** Authentic oil painting with characteristic nervous brushwork texture
+- **Pose Anchors:** Psychological intensity through inner energy representation - hands expressing internal tension, eyes revealing psychological depth
+- **Scale Hierarchy Anchor:** Proportions serving psychological rather than naturalistic truth
+- **Material Authenticity Anchor:** Traditional oil on canvas with distinctive nervous, untrained brushwork
+- **Period Consistency Anchor:** 1900s-1920s Viennese painting methods with intuitive expressionist approach
+- **Production Method Anchor:** Direct, untrained painting techniques with psychological intensity
+- **Canvas Adaptation Anchor:** Composition designed for 4:3 format balancing psychological subject with turbulent atmospheric context
+
+## 5) Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**WARDROBE TRACKS:**
+
+- **Adult masculine:** Bourgeois clothing reflecting Kokoschka's portrait subjects - suits, formal wear, intellectual attire
+- **Adult feminine:** Elegant dresses, artistic clothing, reflecting Vienna's cultural elite
+- **Aristocratic:** Clothing reflecting the tubercular aristocrats and cultural figures he painted
+
+**FABRIC BEHAVIOR:** Clothing rendered with same nervous energy as flesh; fabrics follow psychological rather than gravitational logic
+
+**ACCESSORY CAPS:** Minimalist 1-2 (objects reflecting subject's psychological state or social position)
+
+**COLOR PALETTE:** Vibrant contrasting colors - blues, greens, reds applied for psychological impact rather than naturalistic accuracy
+
+**WARDROBE VARIATION REQUIRED:** Cycle through period-appropriate clothing rendered with psychological rather than fashion emphasis
+
+**PROPS:** Maximum 2 objects serving psychological narrative or social commentary
+
+**COHERENCE FILTER:** All elements support psychological penetration and social observation
+
+**YAML PROP POOLS:**
+
+```yaml
+kokoschka_objects:
+  psychological_items: [books, musical_instruments, artistic_materials, personal_objects]
+  social_symbols: [jewelry, cultural_artifacts, status_objects, letters]
+  artistic_tools: [brushes, palette, canvas, creative_materials]
+```
+
+## 6) Constraints
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "smooth academic finish"
+- "calm brushwork", "photographic precision", "decorative Art Nouveau elements"
+- "peaceful atmosphere", "conventional beauty", "static composition"
+- "controlled brushwork", "harmonious colors", "composed surfaces", "careful rendering"
+
+**✅ Canvas Positives:**
+
+- "exactly 4:3", "recomposed for psychological balance", "turbulent atmospheric context"
+- "frantically nervous brushwork", "psychological penetration", "visible anxiety scratch marks"
+- "authentic oil painting texture", "untrained intuitive energy", "Viennese Expressionist intensity"
+- "psychologically disturbing colors", "frantic nervous energy", "anxiety-ridden surface texture"
+
+**Vocabulary warnings:** Avoid "calm," "peaceful," "refined" to prevent academic or decorative qualities
+
+## 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (4:3 Balanced):**
+
+- **Balanced emphasis:** Subject dominance 70% with significant turbulent atmospheric context 30%
+- **Psychological staging:** Nervous energy balanced between figure and environment
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Psychological space with turbulent, swirling atmospheric elements
+- **Grid/symmetry:** Asymmetrical compositions driven by nervous energy and psychological tension
+- **Figure:ground:** 70% figure with 30% frantic atmospheric background
+- **Density:** Rich psychological information conveyed through nervous brushwork intensity
+- **Lighting logic:** Psychological lighting serving inner vision rather than optical accuracy
+- **Detail:negative space ratio:** Nervous energy filling space with psychological significance optimized for 4:3 format
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Oil on canvas with nervous brushwork texture and visible anxiety marks
+- **Frame/Band Anchor:** Omit entirely (authentic to painting tradition)
+- **Production Context Anchor:** 1900s-1920s Viennese studio painting with untrained, intuitive approach
+- **Ratio Enforcement Anchor:** Composition designed specifically for 4:3 format balancing psychological subject with turbulent atmospheric context
+
+## 8) Typography & Text Integration
+
+**BINARY:** Omit entirely
+
+**IF ALLOWED:** N/A - Kokoschka's psychological paintings exclude text integration
+
+**HISTORICAL ACCURACY:** Pure painting tradition focused on psychological penetration through brushwork
+
+**PRODUCTION METHOD INTEGRATION:** N/A - emphasis on nervous, animated painting surface
+
+------
+
+# Ernst Ludwig Kirchner
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Face-Treatment Flags (choose one):**
+  - *Traditional Painted:* `painterly-contour`, `fresco-matte`, `tempera-precise`, `watercolor-soft`, `acrylic-flat`
+  - *Drawing/Illustration:* `pen-crosshatch`, `brush-wash`, `charcoal-smudge`, `gouache-opaque`, `poster-ink`, `litho-wash`
+  - *Print/Reproduction:* `engrave-hatch`, `woodblock-carved`, `silkscreen-layered`, `offset-dot`, `halftone-dot`
+  - *Mosaic/Decorative:* `mosaic-tessera`, `icon-flat`, `stained-glass-lead`, `byzantine-gold`, `manuscript-miniature`
+  - *Digital/Modern:* `vector-crisp`, `pixel-stepped`, `digital-painted`, `3d-rendered`
+  - *Photographic:* `diffusion-soft`, `diffusion-glam`, `film-grain-triX`, `hard-flash`, `platinum-plate`, `color-surge`
+  - *Stylized:* `geometric-faceted`, `organic-flowing`, `caricature-exaggerated`
+- **Pose Flags (choose one):** `frontal-rigid`, `contrapposto`, `power-stance`, `candid-motion`, `foreshortened-diagonal`, `erotic-tension`, `gestural-fluid`.
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`, `source-respect`.
+- **Media Hybrid Flag (optional):** `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics.
+- **Period Production Authenticity:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.).
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Redraw in **German Expressionist urban anxiety** for **oil on canvas with angular modernist style**.
+- Identity via angular aggression/metropolitan alienation/geometric distortion.
+- **IP Safeguard Declaration:** Create original urban psychological composition avoiding copyrighted elements appropriate to German Expressionist tradition.
+- **Face-Treatment Flag:** `angular-modernist`
+- **Pose Flag:** `urban-alienation`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Kirchner's spiky angular style and urban anxiety override naturalistic representation.
+- **Mode Selector:** urban psychological study
+
+## 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:** `2:3` (elongated vertical for urban scenes)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with urban vertical emphasis
+- **Spatial Allocation:** Figure dominance 65% with significant urban environmental context
+- **Background Treatment:** Extend angular urban elements, street scenes, and metropolitan anxiety to fill 2:3 vertical canvas space
+- **Format Justification:** 2:3 elongated vertical ratio serves Kirchner's urban street scenes and metropolitan psychological tension
+
+## 3) Artistic Style & Context
+
+- **Influences:** Primitivism, African and Oceanic art, medieval German woodcuts, Fauvism color, urban modernist anxiety
+- **Medium/Production method:** Oil on canvas with spiky, angular brushwork and bold color application
+- **Thematic purpose:** Metropolitan alienation, modern urban anxiety, psychological trauma of war, primitivist rebellion against bourgeois culture
+- **5 hallmark motifs:** Spiky, aggressive angular lines; collapsed perspective creating urban claustrophobia; elongated, mask-like faces influenced by primitive art; jarring, contrasting colors; prostitutes as symbols of modern alienation
+- **Period framing:** 1905-1925 German Expressionist Die Brücke movement and urban Berlin period
+- **Tone Tag:** Urban anxiety with primitivist rebellion
+- **Production Era Authenticity:** Early 20th century German painting with Die Brücke group techniques and primitivist influences
+
+## 4) Technical Execution
+
+- **Line:** Spiky, aggressive angular lines creating urban tension and psychological anxiety
+- **Color:** Jarring, contrasting colors serving emotional rather than naturalistic purposes; bold primitivist palette
+- **Texture:** Bold, direct brushwork with angular, aggressive surface treatment
+- **Edge:** Sharp, angular edges creating psychological tension and urban claustrophobia
+- **Stroke economy:** Direct, aggressive marks serving urban anxiety and primitivist directness
+- **Surface depth:** Collapsed perspective creating claustrophobic urban spaces
+- **Detail hierarchy:** Essential urban elements emphasized through angular distortion and color contrast
+- **Material simulation:** Authentic oil painting with bold, direct German Expressionist techniques
+- **Pose Anchors:** Urban alienation through angular positioning, metropolitan anxiety, confrontational stances
+- **Scale Hierarchy Anchor:** Elongated proportions serving urban psychological truth rather than naturalistic accuracy
+- **Material Authenticity Anchor:** Traditional oil on canvas with Die Brücke group angular techniques
+- **Period Consistency Anchor:** 1905-1925 German painting methods with primitivist and urban modernist approach
+- **Production Method Anchor:** Bold, direct painting techniques influenced by woodcut and primitivist art
+- **Canvas Adaptation Anchor:** Composition designed for 2:3 elongated format emphasizing urban verticality and metropolitan tension
+
+## 5) Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**WARDROBE TRACKS:**
+
+- **Adult masculine:** Urban bourgeois clothing, military uniforms (reflecting war trauma), artist's clothing
+- **Adult feminine:** Street fashion, prostitute attire as symbol of modernity, urban working women's clothing
+- **Urban modern:** Clothing reflecting early 20th century metropolitan life and social change
+
+**FABRIC BEHAVIOR:** Clothing rendered with angular distortion reflecting urban psychological states
+
+**ACCESSORY CAPS:** Minimalist 1-2 (objects reflecting urban modern life or war trauma)
+
+**COLOR PALETTE:** Bold, jarring contrasts - acidic greens, electric blues, harsh reds serving psychological rather than naturalistic purposes
+
+**WARDROBE VARIATION REQUIRED:** Cycle through urban modern clothing with angular, distorted rendering emphasizing psychological alienation
+
+**PROPS:** Maximum 2 objects serving urban or war-related narrative
+
+**COHERENCE FILTER:** All elements support urban anxiety and modernist psychological themes
+
+**YAML PROP Pools:**
+
+```yaml
+kirchner_objects:
+  urban_symbols: [city_streets, electric_lights, modern_architecture, transportation]
+  war_trauma: [military_items, medical_objects, broken_objects, letters]
+  primitivist_art: [masks, tribal_objects, folk_art_items, woodcut_tools]
+```
+
+## 6) Constraints
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "smooth academic finish"
+- "peaceful rural scenes", "classical beauty", "decorative refinement"
+- "soft curves", "romantic sentimentality", "bourgeois comfort"
+- "naturalistic proportions", "conventional facial features", "harmonious color schemes"
+- "spiky hair", "radiating hair", "wild hair", "flowing locks"
+
+**✅ Canvas Positives:**
+
+- "exactly 2:3", "recomposed for urban vertical emphasis", "metropolitan psychological tension"
+- "violently angular geometric planes", "African mask-influenced faces", "acidic jarring color assault"
+- "authentic oil painting texture", "Die Brücke group techniques", "German Expressionist anxiety"
+- "choppy hack-like brushwork", "suffocating collapsed perspective", "primitivist geometric simplification"
+
+**Vocabulary warnings:** Avoid "peaceful," "comfortable," "refined" to prevent bourgeois or rural idyllic qualities
+
+## 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Elongated Vertical):**
+
+- **Vertical emphasis:** Urban scene dominance with figure integration 65% and metropolitan context 35%
+- **Urban staging:** Street scenes emphasizing psychological alienation and metropolitan anxiety
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Collapsed urban perspective creating claustrophobic metropolitan spaces
+- **Grid/symmetry:** Angular, tilted compositions emphasizing urban disequilibrium
+- **Figure:ground:** 65% figure-urban integration with 35% metropolitan environmental context
+- **Density:** Rich urban information conveyed through angular distortion and color contrast
+- **Lighting logic:** Harsh electric lighting serving urban modernist rather than natural illumination
+- **Detail:negative space ratio:** Dense urban elements with angular efficiency optimized for 2:3 vertical format
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Oil on canvas with bold angular brushwork texture reflecting urban anxiety
+- **Frame/Band Anchor:** Omit entirely (authentic to painting tradition)
+- **Production Context Anchor:** 1905-1925 German Die Brücke group painting with primitivist and urban influences
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 elongated format emphasizing urban verticality and metropolitan psychological tension
+
+## 8) Typography & Text Integration
+
+**BINARY:** Omit entirely
+
+**IF ALLOWED:** N/A - Kirchner's paintings exclude text integration
+
+**HISTORICAL ACCURACY:** Pure painting tradition focused on urban psychological expression through form and color
+
+**PRODUCTION METHOD INTEGRATION:** N/A - emphasis on angular painting surface and urban anxiety expression
+
+------
+
+# Vincent van Gogh
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Face-Treatment Flags (choose one):**
+  - *Traditional Painted:* `painterly-contour`, `fresco-matte`, `tempera-precise`, `watercolor-soft`, `acrylic-flat`
+  - *Drawing/Illustration:* `pen-crosshatch`, `brush-wash`, `charcoal-smudge`, `gouache-opaque`, `poster-ink`, `litho-wash`
+  - *Print/Reproduction:* `engrave-hatch`, `woodblock-carved`, `silkscreen-layered`, `offset-dot`, `halftone-dot`
+  - *Mosaic/Decorative:* `mosaic-tessera`, `icon-flat`, `stained-glass-lead`, `byzantine-gold`, `manuscript-miniature`
+  - *Digital/Modern:* `vector-crisp`, `pixel-stepped`, `digital-painted`, `3d-rendered`
+  - *Photographic:* `diffusion-soft`, `diffusion-glam`, `film-grain-triX`, `hard-flash`, `platinum-plate`, `color-surge`
+  - *Stylized:* `geometric-faceted`, `organic-flowing`, `caricature-exaggerated`
+- **Pose Flags (choose one):** `frontal-rigid`, `contrapposto`, `power-stance`, `candid-motion`, `foreshortened-diagonal`, `erotic-tension`, `gestural-fluid`.
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`, `source-respect`.
+- **Media Hybrid Flag (optional):** `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics.
+- **Period Production Authenticity:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.).
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **4:5 ratio** - ignore source image dimensions completely.
+- Redraw in **Post-Impressionist expressive painting** for **oil on canvas with thick impasto**.
+- Identity via emotional brushwork/vivid color intensity/swirling energy.
+- **IP Safeguard Declaration:** Create original expressive composition avoiding copyrighted elements appropriate to Post-Impressionist tradition.
+- **Face-Treatment Flag:** `painterly-contour`
+- **Pose Flag:** `emotional-intensity`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Style Dominance:** Van Gogh's expressive brushwork and emotional color override naturalistic representation.
+- **Mode Selector:** expressive painting
+
+## 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:** `4:5` (van Gogh's preferred proportions)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with swirling atmospheric elements
+- **Spatial Allocation:** Subject dominance 65% with energetic environmental context
+- **Background Treatment:** Extend characteristic swirling patterns and vibrant color fields to fill 4:5 canvas space
+- **Format Justification:** 4:5 ratio serves van Gogh's dynamic compositions and emotional intensity
+
+## 3) Artistic Style & Context
+
+- **Influences:** Japanese woodblock prints, Impressionist color theory, Pointillist technique, peasant life realism, Symbolist spirituality
+- **Medium/Production method:** Oil on canvas with distinctive thick impasto application and visible brushwork
+- **Thematic purpose:** Emotional expression through color and movement, spiritual connection to nature, psychological self-examination
+- **5 hallmark motifs:** Frenzied, rhythmic brushstrokes following form; intense, often non-naturalistic color; swirling, energetic patterns in sky and landscape; thick impasto creating tactile surface; cypress trees and sunflowers as spiritual symbols
+- **Period framing:** 1880s-1890s Post-Impressionist innovation period
+- **Tone Tag:** Passionate intensity with spiritual yearning
+- **Production Era Authenticity:** Traditional oil painting with innovative brushwork and color application techniques
+
+## 4) Technical Execution
+
+- **Line:** Dynamic, rhythmic brushstrokes following form and emotion; swirling, energetic contours
+- **Color:** Intense, often complementary contrasts; pure pigment application; emotional rather than naturalistic color choices
+- **Texture:** Heavy impasto creating sculptural paint surface; visible brushwork defining form and movement
+- **Edge:** Bold, confident edges with paint applied directly from tube; minimal blending
+- **Stroke economy:** Deliberate, energetic marks that serve both form and emotional expression
+- **Surface depth:** Maintained three-dimensional perspective with expressive spatial distortion
+- **Detail hierarchy:** Essential forms emphasized through color and brushwork intensity
+- **Material simulation:** Authentic oil painting with characteristic paint thickness and texture
+- **Pose Anchors:** Emotional gesture - hand to head in contemplation, direct intense gaze, working postures
+- **Scale Hierarchy Anchor:** Naturalistic human proportions with occasional symbolic emphasis
+- **Material Authenticity Anchor:** Traditional oil on canvas with distinctive thick paint application
+- **Period Consistency Anchor:** 1880s-1890s French painting methods with Post-Impressionist innovations
+- **Production Method Anchor:** Hand-mixed pigments applied with palette knife and brush techniques
+- **Canvas Adaptation Anchor:** Composition designed for 4:5 format emphasizing van Gogh's characteristic dynamic energy
+
+## 5) Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**WARDROBE TRACKS:**
+
+- **Adult masculine:** Simple peasant clothing, artist's smocks, working-class jackets and hats reflecting van Gogh's subjects
+- **Adult feminine:** Rural peasant dresses, simple shawls, working women's attire
+- **Working class:** Emphasis on laborers, farmers, and humble rural inhabitants
+
+**FABRIC BEHAVIOR:** Simplified forms emphasizing the dignity of labor; fabrics follow brushwork rhythm
+
+**ACCESSORY CAPS:** Minimalist 0-2 (working tools, simple hats, basic jewelry)
+
+**COLOR PALETTE:** Van Gogh's characteristic palette - yellows, blues, oranges, with bold complementary contrasts
+
+**WARDROBE VARIATION REQUIRED:** Cycle through earthy working colors, bright sunflower yellows, deep blues, avoiding bourgeois elegance
+
+**PROPS:** Maximum 2 objects - sunflowers, books, pipes, artist materials, rural working tools
+
+**COHERENCE FILTER:** All elements support themes of labor, nature, and spiritual seeking
+
+**YAML PROP POOLS:**
+
+```yaml
+van_gogh_objects:
+  nature_symbols: [sunflowers, cypress_trees, wheat_sheaves, irises]
+  working_life: [pipes, books, artist_brushes, farming_tools]
+  spiritual_items: [bible, letters, candles, simple_crosses]
+```
+
+## 6) Constraints
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "smooth academic finish"
+- "muted colors", "invisible brushwork", "photographic precision"
+- "bourgeois elegance", "decorative refinement", "salon painting style"
+
+**✅ Canvas Positives:**
+
+- "exactly 4:5", "recomposed for van Gogh proportions", "dynamic emotional composition"
+- "thick impasto", "visible energetic brushwork", "intense complementary colors"
+- "authentic oil painting texture", "sculptural paint surface", "Post-Impressionist innovation"
+
+**Vocabulary warnings:** Avoid "refined," "elegant," "smooth" to prevent academic or salon painting characteristics
+
+## 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (4:5):**
+
+- **Balanced emphasis:** Subject dominance 65% with significant environmental context creating dynamic energy flow
+- **Rhythmic staging:** Energetic compositions with swirling movements and rhythmic brushwork patterns following 4:5 format
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Maintained three-dimensional space enhanced by thick paint creating physical surface relief
+- **Grid/symmetry:** Dynamic asymmetry with rhythmic brushwork patterns following form direction
+- **Figure:ground:** 65% figure with 35% expressive environmental context both rendered with equal paint thickness
+- **Density:** Rich visual information achieved through thick paint application and directional brushwork intensity
+- **Lighting logic:** Emotional lighting serving expressive goals - paint thickness creating actual shadows and highlights
+- **Detail:negative space ratio:** Dense visual information through paint physicality balanced with rhythmic movement optimized for 4:5 format
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Oil on canvas with 3-5mm thick impasto creating sculptural relief surface with visible tool marks
+- **Frame/Band Anchor:** Omit entirely (authentic to painting tradition)
+- **Production Context Anchor:** 1880s-1890s French Post-Impressionist studio painting with thick paint application techniques
+- **Ratio Enforcement Anchor:** Composition designed specifically for 4:5 format emphasizing van Gogh's dynamic energy and physical paint presence
+
+## 8) Typography & Text Integration
+
+**BINARY:** Omit entirely
+
+**IF ALLOWED:** N/A - Van Gogh's paintings exclude text integration
+
+**HISTORICAL ACCURACY:** Pure painting tradition focused on color and brushwork expression
+
+**PRODUCTION METHOD INTEGRATION:** N/A - emphasis on painted surface qualities
\ No newline at end of file
diff --git a/styles-source/archive/Record_Cover_Analysis.md b/styles-source/archive/Record_Cover_Analysis.md
new file mode 100644
index 0000000..5aacbcb
--- /dev/null
+++ b/styles-source/archive/Record_Cover_Analysis.md
@@ -0,0 +1,2885 @@
+# Record Cover - Style Analysis
+
+------
+
+# Peter Saville — Factory Records Minimalist Modernism
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `offset-dot`, `halftone-dot`, `lithographic-psychological`, `vector-crisp`
+
+**Pose Flags:** `frontal-rigid`, `geometric-faceted`, `psychological-tension`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Media Hybrid Flag:** `vector-screenprint` (when combining photography with geometric elements)
+
+**Material Physics Authority:** Offset lithography printing process with precise color separation, textured cardstock substrates, thermographic embossing at 900-1300°F for special editions.
+
+**Period Production Authenticity:** 1979-1990 post-punk/new wave era printing methods including PMT camera work, Letraset typography, hot-metal typesetting transitions, color coding systems.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) - ignore source image dimensions completely.
+
+Redraw subject in **Peter Saville's Factory Records minimalist modernist style** for **vinyl LP album cover (12" × 12")**.
+
+Identity via **geometric reduction, scientific data visualization, or complete abstraction** rather than portraiture. Subject may be entirely absent, replaced by mathematical systems, appropriated classical imagery, or typographic arrangements.
+
+**IP Safeguard Declaration:** Create original geometric/scientific visualizations or appropriate classical artwork in public domain, avoiding Factory Records' specific catalog designs while maintaining stylistic authenticity.
+
+**Face-Treatment Flag:** `offset-dot` or `vector-crisp` (depending on photographic vs. graphic approach)
+
+**Pose Flag:** `frontal-rigid` (if human figure included) or `geometric-faceted` (abstraction)
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Style Dominance:** Modernist grid systems and mathematical precision override any decorative or expressive elements.
+
+**Mode Selector:** Album cover (vinyl LP format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover/vinyl LP standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely (Saville often omitted conventional subject matter)
+- **Spatial Allocation:** Central geometric focal point OR asymmetric grid division OR complete text-based composition
+- **Background Treatment:** Solid matte color fields (beige, grey, black, white) OR minimal gradient transitions OR appropriated classical painting reproduction
+- **Format Justification:** Square format enables perfect mathematical divisions, radial symmetry, and modular color coding systems essential to Factory aesthetic
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Swiss International Style (Josef Müller-Brockmann), Jan Tschichold's "New Typography," Bauhaus geometric principles, minimalist conceptual art, scientific data visualization.
+
+**Medium/Production Method:** Offset lithography on textured cardstock with precise CMYK color separation. Advanced techniques include thermographic printing (900-1300°F embossing), PMT camera reproduction for photographic elements, modular color coding systems. Late Factory period incorporated early digital typesetting (1985+).
+
+**Thematic Purpose:** Intellectual detachment, scientific objectivity, anti-rock-star aesthetic, enigmatic conceptual packaging that refuses conventional music industry marketing.
+
+**Hallmark Motifs:**
+
+1. **Scientific diagrams** (pulsar charts, astronomical data, wave patterns)
+2. **Appropriated classical art** (Renaissance paintings, 19th-century still lifes)
+3. **Mathematical color systems** (modular alphabets, coded progressions)
+4. **Extreme minimalism** (single centered images, vast negative space)
+5. **Typography as primary element** (often omitting band names, using abstract number systems)
+
+**Period Framing:** 1979-1990 Factory Records era, post-punk/new wave aesthetic rebellion against prog rock excess.
+
+**Tone Tag:** Clinical, intellectual, enigmatic, austere, conceptually rigorous.
+
+**Production Era Authenticity:** Standard offset lithography (1979-1984), thermographic embossing for special releases, transition to early digital pre-press (1985+) while maintaining analog aesthetic. PMT camera work for photographic integration.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line work:** Precise geometric division using ruler-straight edges, no organic or hand-drawn elements. Scientific diagrams rendered with technical precision (80 consecutive pulsar wave lines at exact intervals).
+
+**Color:** Restricted palettes of 2-4 colors maximum. Muted modernist tones (beige #F5F5DC, cool grey #808080, black #000000, white #FFFFFF) with occasional single accent (reflex blue, process cyan). Mathematical color progressions for coding systems.
+
+**Texture:** Flat matte offset lithography on textured cardstock. NO glossy finishes. Thermographic embossing creates 0.5-1mm raised surface on select elements.
+
+**Edge Treatment:** Sharp vector precision for geometric elements. Appropriated imagery maintains original painting texture through careful halftone screening.
+
+**Detail Hierarchy:** Extreme restraint - single central element occupying 15-40% of canvas, surrounded by vast negative space. Typography minimal, often 8-12pt size.
+
+**Pose Anchors:** When human figures included (rare), frontal rigid positioning, 0° head tilt, symmetrical weight distribution.
+
+**Scale Hierarchy Anchor:** Mathematical proportions based on golden ratio or modular grid systems. Text size deliberately small (body text 8-10pt, titles 14-18pt maximum).
+
+**Material Authenticity Anchor:** Authentic offset lithography halftone patterns (133-150 LPI screen frequency), visible dot structure on close inspection. Cardstock texture (280-350gsm weight) affects ink absorption creating characteristic matte surface.
+
+**Period Consistency Anchor:** Pre-digital production methods (1979-1984) include PMT camera stats, hand-cut Letraset, photographic color separation. Post-1985 early digital maintains analog aesthetic through careful screening.
+
+**Production Method Anchor:** Standard 4-color offset printing with precise registration (±0.5mm tolerance). Special techniques: thermographic powder embossing, spot varnish refusal (maintaining matte surfaces), debossing for Factory catalog numbers.
+
+**Canvas Adaptation Anchor:** Square format enables radial symmetry, perfect quadrant division, centered single-point focus that Saville exploited for maximum impact.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:** NOT APPLICABLE - Saville typically avoided portraiture. When human figures appear, they're appropriated from classical paintings maintaining period costume (Victorian, Renaissance, 19th-century formal wear).
+
+**Fabric Behavior:** NOT APPLICABLE to Saville's typical work.
+
+**Accessory Caps:** Minimalist 0-1 (if any figures included)
+
+**Color Palette:** Monochromatic or severely restricted (2-3 colors maximum from muted modernist palette).
+
+**Props (YAML Pool):**
+
+```yaml
+saville_minimal_props:
+  abstract_elements:
+    - geometric_shape: [circle, square, triangle, grid]
+    - scientific_diagram: [wave_pattern, astronomical_chart, molecular_structure]
+    - color_code_system: [modular_alphabet, numerical_progression]
+  appropriated_classical:
+    - renaissance_painting: [still_life, portrait_fragment]
+    - 19th_century_art: [flowers, formal_portraits]
+  typography_systems:
+    - factory_catalog: [FAC_numbers, modular_codes]
+    - minimal_text: [single_word, numerical_sequence]
+```
+
+**Coherence Filter:** All elements must serve conceptual framework. Default = completely clean geometric composition.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio"
+- "source dimensions"
+- "decorative borders or frames"
+- "ornamental elements"
+- "expressive brushwork"
+- "organic textures"
+- "warm emotional tones"
+- "conventional band photography"
+- "glossy magazine finish"
+- "modern digital gradients"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "recomposed for vinyl LP format"
+- "offset lithography halftone dots 133-150 LPI"
+- "matte textured cardstock substrate"
+- "mathematical grid precision"
+- "Swiss International Style typography"
+- "extreme negative space 60-85%"
+- "modular color coding system"
+- "scientific diagram accuracy"
+- "enigmatic conceptual framework"
+
+**Vocabulary Warnings:** Avoid "ornate," "decorative," "expressive," "emotional," "warm," "inviting." Embrace "clinical," "austere," "mathematical," "enigmatic," "minimal."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Central balance with single focal point OR asymmetric quadrant division
+- Radial composition for circular elements
+- Equal weight distribution through mathematical systems
+- Vast negative space (60-85% of canvas)
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Grid/Symmetry:** Modular grid systems based on golden ratio or simple geometric divisions
+- **Figure:Ground:** Extreme ratio favoring ground (background 60-85%, subject 15-40%)
+- **Density:** Minimal (single central element surrounded by void)
+- **Lighting Logic:** Flat, even illumination with no dramatic shadows (except when appropriating classical paintings with existing chiaroscuro)
+- **Detail:Negative Space:** 15:85 ratio typical
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, matte offset lithography on textured cardstock (280-350gsm), 12" × 12" format.
+
+**Frame/Band Anchor:** OMIT entirely - no decorative frames, borders only if part of geometric grid system.
+
+**Production Context Anchor:** Offset lithography with precise CMYK separation, PMT camera stats for photographic elements, thermographic embossing for special editions, early digital pre-press (post-1985) maintaining analog aesthetic.
+
+**Ratio Enforcement Anchor:** Perfect square composition enabling mathematical precision, radial symmetry, modular grid divisions essential to Factory Records visual language.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ALLOW (typography often primary or sole element)
+
+**Ratio-Appropriate Zones:**
+
+- Bottom third alignment for Factory catalog numbers (FAC XXX format)
+- Asymmetric placement following grid systems
+- Complete omission of band names/titles (enigmatic approach)
+- Color-coded alphabets spelling catalog information
+
+**Copy Limits:**
+
+- Maximum 3-6 words total (often just catalog number)
+- Single line preferred
+- Modular color alphabet systems (non-verbal communication)
+
+**Period-Appropriate Typography:**
+
+- **Primary fonts:** Helvetica, Univers, Futura (Swiss modernist sans-serifs)
+- **Special cases:** Baskerville, Bodoni (classical serifs for appropriated imagery)
+- **Size range:** Body text 8-10pt, titles 14-18pt maximum (deliberately understated)
+
+**Font Recommendations:**
+
+- **Google Font:** Work Sans (85% match for Helvetica)
+- **Better Match:** Helvetica Neue, Univers, Akzidenz-Grotesk
+
+**Format-Specific Rules (Album Cover):**
+
+- Factory catalog number essential (bottom alignment, 8-10pt)
+- Band name often omitted entirely (enigmatic packaging)
+- Album title rarely included on front cover
+- Back cover contains minimal track listing in systematic grid
+
+**Historical Accuracy:** Pre-1985 used Letraset dry transfer lettering, phototypesetting. Post-1985 early digital typesetting (Macintosh) while maintaining analog aesthetic precision.
+
+**Production Method Integration:** Typography rendered with offset lithography precision, potential thermographic embossing for catalog numbers, perfect registration within ±0.5mm tolerance.
+
+---
+
+# Hipgnosis (Storm Thorgerson & Aubrey Powell) — Surrealist Photographic Staging
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `film-grain-triX`, `medium-format-compression`, `silver-halide-grain`, `contact-print-scale`
+
+**Pose Flags:** `frontal-rigid`, `candid-motion`, `psychological-tension`, `power-stance`
+
+**Canvas Control Flag:** `strict-reframe` or `adaptive-extend`
+
+**Media Hybrid Flag:** `photo-illustration-collage` (when combining multiple photographic elements)
+
+**Material Physics Authority:** Hasselblad 500C medium format photography, Carl Zeiss T* lenses, Kodak Tri-X and Plus-X film stocks, dye transfer printing with gelatin matrices, practical effects staged for camera rather than post-production manipulation.
+
+**Period Production Authenticity:** 1968-1983 analog photography era with elaborate practical staging, studio lighting, stunt coordination, color separation printing through relief matrices.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) OR **2:1 ratio** (gatefold) - ignore source image dimensions completely.
+
+Redraw subject in **Hipgnosis surrealist photographic staging style** for **vinyl LP album cover (12" × 12" or 24" × 12" gatefold)**.
+
+Identity via **recognizable integration into impossible scenarios** - subject becomes part of elaborate surrealist tableau, photographed practically with minimal post-production. Subject appears as stiff, awkward figure within dreamlike constructed environment.
+
+**IP Safeguard Declaration:** Create original surrealist scenarios using practical staging techniques, avoiding reproduction of specific Hipgnosis iconic images while maintaining methodological authenticity.
+
+**Face-Treatment Flag:** `film-grain-triX` or `medium-format-compression` (depending on film stock choice)
+
+**Pose Flag:** `frontal-rigid` or `psychological-tension` (deliberately awkward positioning)
+
+**Canvas Control Flag:** `strict-reframe` for single image compositions, `adaptive-extend` for multi-element collages
+
+**Style Dominance:** Practical photographic staging and "doing it for real" override digital manipulation or illustration.
+
+**Mode Selector:** Album cover (vinyl LP or gatefold format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (standard album) OR `2:1` (gatefold panoramic)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely (create elaborate staged environment)
+- **Spatial Allocation:** Subject integrated as element within larger surrealist landscape (15-40% of composition)
+- **Background Treatment:** Vast surreal environments (deserts, oceans, industrial wastelands, barren fields) extending to horizon
+- **Format Justification:** Square format for concentrated surreal moments; 2:1 gatefold for epic surrealist panoramas with elaborate staging
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Surrealism (Magritte, Dalí), Pop Art, conceptual photography, stage magic/illusion, practical special effects cinema.
+
+**Medium/Production Method:** Medium format photography using Hasselblad 500C cameras with Carl Zeiss Planar 80mm f/2.8 T* lenses. Film stocks: Kodak Tri-X 400 (black/white), Kodak Ektachrome 64 (color). Elaborate practical staging including stunt coordination, pyrotechnics, constructed sets, multiple exposure techniques. Dye transfer printing using cyan, magenta, yellow gelatin relief matrices for unprecedented color control.
+
+**Thematic Purpose:** Create enigmatic visual puzzles that provoke "looking again," merge reality with impossibility, provide surrealist visual counterpoint to progressive rock's musical complexity.
+
+**Hallmark Motifs:**
+
+1. **Endless horizons** (deserts, oceans, empty fields with single surreal element)
+2. **Impossible juxtapositions** (burning handshakes, floating objects, submerged furniture)
+3. **Industrial wastelands** (power stations, smokestacks, abandoned structures)
+4. **Practical pyrotechnics** (actual fire, explosions, smoke)
+5. **Geometric impossibilities** (black monoliths, prisms, architectural paradoxes)
+
+**Period Framing:** 1968-1983 progressive rock era, peak analog photography techniques.
+
+**Tone Tag:** Enigmatic, dreamlike, uncanny, absurd, theatrically surreal.
+
+**Production Era Authenticity:** All effects achieved in-camera or through practical staging. Multiple exposure techniques, elaborate set construction, professional stunt coordination. Dye transfer printing (1970s-early 1980s) for maximum color saturation and control.
+
+**Innovation Line:**
+
+- **Lighting:** Natural desert sunlight, theatrical studio strobes, practical pyrotechnic illumination
+- **Format:** Hasselblad 6×6cm square negatives, occasional Sinar Norma 5×4" for gatefold detail
+- **Processing:** Custom dye transfer printing, careful color separation
+- **Collaboration:** Professional stuntmen (Ronnie Rondell Jr.), set builders, practical effects teams
+
+------
+## 4) Technical Method & Mark-Making
+
+**Camera Specifications:** Hasselblad 500C with Carl Zeiss Planar 80mm f/2.8 T* or Distagon 50mm f/4 lenses. Occasional Sinar Norma 5×4" view camera for gatefold panoramas.
+
+**Film Stock:** Kodak Tri-X 400 (pushed to 800 for grain), Kodak Plus-X 125 (fine grain b&w), Kodak Ektachrome 64 (color), Kodak Kodachrome 64 (archival color).
+
+**Grain Characteristics:** Medium format grain structure visible at print scale, characteristic Tri-X chunky grain when pushed, smooth Ektachrome color grain.
+
+**Lighting:** Combination of natural desert sunlight (5600K), tungsten studio floods (3200K), practical fire (1900K), theatrical strobes for freeze-motion. Shadow detail preserved through careful exposure latitude management.
+
+**Processing:** Standard C-41 color negative OR E-6 transparency processing. Dye transfer printing: relief gelatin matrices soaked in cyan, magenta, yellow dyes, transferred sequentially to receiving paper for unprecedented color gamut control.
+
+**Artifacts:** Lens flare from direct sun exposure, halation around bright highlights, film grain structure, edge darkening (vignetting) from wide-angle lenses, motion blur from practical effects.
+
+**Pose Anchors:** Subjects positioned rigidly, 0-15° head tilt, symmetrical frontal stance, deliberately awkward gestures. Stunt performers positioned for safety during pyrotechnic effects (15-20 second burn duration).
+
+**Scale Hierarchy Anchor:** Subject integrated as element within landscape (20-40% of frame), vast environment dominates (60-80%), horizon lines positioned at mathematical thirds.
+
+**Material Authenticity Anchor:** Authentic film grain structure, no digital smoothing. Practical staging evidence visible (safety wires occasionally present, stunt coordination marks, constructed set edges). Dye transfer color saturation characteristics.
+
+**Period Consistency Anchor:** Pre-digital effects mandate practical staging. All impossible elements achieved through multiple exposure, forced perspective, elaborate construction, or stunt coordination.
+
+**Production Method Anchor:** Dye transfer printing creates color depth impossible with C-prints. Registration accuracy ±0.25mm between cyan, magenta, yellow layers. Paper choice affects final surface (matte vs. glossy receiving papers).
+
+**Canvas Adaptation Anchor:** Square 1:1 format concentrates surreal moment; 2:1 gatefold enables epic panoramic staging with multiple surreal elements across extended vista.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Mid-century everyman:** Plain suits, workwear, casual 1970s attire (corduroy, denim, button-down shirts)
+- **Stunt coordination:** Fire-resistant suits under normal clothing, protective undergarments, fireproof wigs
+- **Surreal contrast:** Ordinary clothing in extraordinary circumstances
+
+**Fabric Behavior:** Natural drape of 1970s synthetic blends, cotton, wool. Stunt clothing modified for safety (treated with fire retardant chemicals).
+
+**Accessory Caps:** Minimalist 1-2 (briefcases, umbrellas, simple props that enhance surreal narrative)
+
+**Color Palette:** Muted earth tones contrasting with vivid surreal elements. Desert beiges, industrial greys, sky blues against impossible colored objects.
+
+**Props (YAML Pool):**
+
+```yaml
+hipgnosis_surreal_props:
+  impossible_objects:
+    - floating_elements: [inflatable_pig, geometric_monolith, prism, suspended_bed]
+    - fire_elements: [burning_handshake, flaming_figure, pyrotechnic_effects]
+    - submerged_items: [chairs_in_water, furniture_underwater, floating_objects]
+  environmental_elements:
+    - desert_staging: [cracked_earth, endless_sand, barren_wasteland]
+    - industrial_backdrop: [power_station, smokestacks, cooling_towers]
+    - water_scenes: [ocean_horizon, shallow_pools, reflective_surfaces]
+  practical_effects:
+    - multiple_exposure: [impossible_architecture, repeated_figures]
+    - forced_perspective: [giant_objects, miniature_elements]
+    - constructed_sets: [endless_beds, geometric_structures]
+```
+
+**Coherence Filter:** All elements must appear practically photographed. Default = stark desert landscape with single surreal element.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "digital compositing"
+- "Photoshop effects"
+- "CGI rendering"
+- "painted illustration"
+- "decorative frames"
+- "glossy modern photography"
+- "HDR processing"
+- "Instagram filters"
+- "perfect digital smoothing"
+- "contemporary fashion"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio" OR "exactly 2:1 gatefold ratio"
+- "Hasselblad medium format grain"
+- "practical staging photography"
+- "dye transfer color saturation"
+- "Carl Zeiss T* lens characteristics"
+- "Kodak Ektachrome muted tones"
+- "stunt coordination safety protocols"
+- "multiple exposure in-camera technique"
+- "natural film halation"
+- "1970s practical effects aesthetic"
+
+**Vocabulary Warnings:** Avoid "digital," "composited," "CGI," "Photoshopped." Embrace "staged," "practical," "photographed," "constructed," "in-camera."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+**For 1:1 Square:**
+
+- Central surreal element with vast negative space
+- Horizon positioned at golden ratio (38% from top or bottom)
+- Subject integrated as scale indicator within landscape
+- Radial composition for circular impossible objects
+
+**For 2:1 Gatefold:**
+
+- Panoramic surreal landscape extending across double-width
+- Multiple surreal elements positioned at mathematical intervals
+- Epic horizon lines creating sense of infinite space
+- Left/right panels function independently yet connect cohesively
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Framing Regime:** Environmental (vast context dominates subject)
+- **Lens Equivalent:** 40-80mm normal perspective on medium format (natural field of view)
+- **Film Stock:** Ektachrome 64 for muted color palette, Tri-X for dramatic b&w
+- **Lighting Logic:** Natural sunlight key light, practical effects provide accents
+- **Figure:Ground:** 20:80 ratio (subject subordinate to environment)
+- **Density:** Sparse (single surreal element in vast emptiness)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, offset lithography reproducing dye transfer color separations, matte or semi-gloss coated stock (150-200gsm).
+
+**Frame/Band Anchor:** OMIT entirely - no decorative borders, image bleeds to edges.
+
+**Production Context Anchor:** Dye transfer printing from medium format transparencies, cyan/magenta/yellow gelatin relief matrices, careful color separation for offset lithography reproduction. Halftone screening 150-175 LPI for album reproduction.
+
+**Ratio Enforcement Anchor:** Composition designed for declared ratio, horizon lines and surreal elements positioned specifically for square or panoramic format.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** MINIMAL or OMIT (Hipgnosis often excluded text from front covers)
+
+**Ratio-Appropriate Zones:**
+
+- Small corner placement (5-10% of canvas)
+- Bottom edge minimal text
+- Back cover contains all typography
+- Pink Floyd covers often completely text-free on front
+
+**Copy Limits:**
+
+- Front cover: 0-3 words maximum (often zero)
+- Band name frequently omitted
+- Album title minimal or absent
+
+**Period-Appropriate Typography:**
+
+- **Primary fonts:** Helvetica, Futura, custom lettering
+- **Size range:** When present, 10-14pt maximum (deliberately understated)
+- **Placement:** Asymmetric, never centered, often absent
+
+**Font Recommendations:**
+
+- **Google Font:** Work Sans or Inter (85% match for Helvetica)
+- **Better Match:** Helvetica, Univers, custom hand-drawn lettering
+
+**Format-Specific Rules (Album Cover):**
+
+- Front cover typically text-free (enigmatic approach)
+- Band name and title on spine only
+- Back cover contains minimal track listing
+- Inner gatefold may include credits in small type
+
+**Historical Accuracy:** Letraset dry transfer lettering (1968-1980), early phototypesetting, hand-drawn custom lettering for special cases.
+
+**Production Method Integration:** Typography, when present, printed using offset lithography matching dye transfer color values, perfect registration with photographic elements.
+
+------
+
+## Roger Dean — Fantasy Landscape Visionary
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `watercolor-soft`, `gouache-opaque`, `mixed-media-linear`, `wet-on-wet-bleed`
+
+**Pose Flags:** `gestural-fluid`, `cultural-traditional` (when tiny figures included)
+
+**Canvas Control Flag:** `adaptive-extend` or `source-respect`
+
+**Media Hybrid Flag:** Mixed media combining watercolor, gouache, ink, enamel, crayon
+
+**Material Physics Authority:** Watercolor and gouache on 640gsm rough textured paper, controlled wet-on-wet technique, negative space painting, scalpel scratching for highlights, honey-based pigments for saturation.
+
+**Period Production Authenticity:** 1970s-1980s traditional painting methods with experimental mixed media, organic mark-making, controlled chaos through water/gravity manipulation.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover) OR **2:1 ratio** (gatefold) - ignore source image dimensions completely.
+
+Redraw subject in **Roger Dean's fantasy landscape style** for **progressive rock album artwork**.
+
+Identity via **symbolic mythologization** - subject becomes tiny traveler or mystical figure within vast cosmic-fantasy landscape. Subject serves as **scale indicator** rather than protagonist, dwarfed by otherworldly environment.
+
+**IP Safeguard Declaration:** Create original fantasy landscapes avoiding reproduction of specific Yes/Asia iconography while maintaining organic architectural and floating island motifs.
+
+**Face-Treatment Flag:** `watercolor-soft` with `wet-on-wet-bleed` characteristics
+
+**Pose Flag:** `gestural-fluid` (when figures included, typically as tiny silhouettes)
+
+**Canvas Control Flag:** `adaptive-extend` (organic landscapes extend naturally to fill canvas)
+
+**Style Dominance:** Organic architectural fantasy and cosmic natural forms override realistic representation.
+
+**Mode Selector:** Album cover (vinyl LP or gatefold format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (standard album) OR `2:1` (gatefold panorama)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend (organic landscape elements flow naturally to fill ratio)
+- **Spatial Allocation:** Vast cosmic landscape dominates (70-90%), tiny figures positioned as scale indicators (5-10%)
+- **Background Treatment:** Ethereal skies with luminous color gradients, floating islands, alien vegetation extending to all edges
+- **Format Justification:** Square format concentrates cosmic vision; 2:1 gatefold enables epic panoramic alien worlds with elaborate organic architecture
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Surrealism, Art Nouveau organic forms, Chinese/Japanese landscape painting, ecological themes, botanical illustration, visionary art.
+
+**Medium/Production Method:** Watercolor and gouache on thick 640gsm rough paper creating broken, uneven paint effects. Process: Initial splashes/shapes allowed to evolve organically, then tightened with detailed finishing. Scalpel used to scratch highlights into dried paint. Experimental techniques include spraying water and color, gravity manipulation, negative space painting (forms created by painting around them), layered transparent washes building luminosity.
+
+**Thematic Purpose:** Create immersive fantasy worlds functioning as alternate universes for progressive rock's cosmic explorations. Worlds that feel ecologically plausible despite impossibility.
+
+**Hallmark Motifs:**
+
+1. **Floating islands** with root systems dangling into void
+2. **Organic architecture** (bone-like structures, living buildings)
+3. **Crystalline mountains** with transparent geological formations
+4. **Alien vegetation** (curvilinear foliage, exotic ecosystems)
+5. **Cosmic oceans** with impossible water behavior
+
+**Period Framing:** 1970s-1980s progressive rock golden age, peak visionary landscape painting.
+
+**Tone Tag:** Mystical, visionary, expansive, ecologically harmonious, cosmically optimistic.
+
+**Production Era Authenticity:** Traditional watercolor/gouache techniques with experimental material manipulation. No digital enhancement - all luminosity achieved through layered transparent pigments, scratched highlights, controlled water effects.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line work:** Fluid curvilinear contours defining floating islands and organic architecture. Controlled fine linework for rock textures and foliage detail. Exploratory initial marks refined through careful edge definition.
+
+**Color mixing:** Luminous watercolor/gouache washes in jewel tones. Transparent layering builds saturation. Honey-based watercolors provide exceptional color depth. Palette: ethereal blues, mystical purples, alien greens, sunset oranges, cosmic pinks.
+
+**Texture thickness:** Thick 640gsm paper creates broken paint application. Scratched highlights create physical texture (0.1-0.3mm depth). Watercolor pooling creates organic marbling effects. Gouache provides opaque detail over transparent washes.
+
+**Edge treatment:** Soft wet-on-wet blending for atmospheric elements. Sharp negative-space edges for architectural forms. Scalpel-scratched highlights create crisp linear accents.
+
+**Stroke economy:** Initial loose experimental marks establish composition. Refined detailing added in final layers. Negative space painting requires precise brush control around preserved areas.
+
+**Surface depth:** Multiple transparent watercolor layers create luminous depth (3-7 layers typical). Gouache highlights sit physically on surface. Scratched areas reveal white paper beneath pigment layers.
+
+**Detail hierarchy:** Hyper-detailed clusters (rock formations, vegetation) contrast with atmospheric voids. Foreground sharp, background softly dissolved into cosmic haze.
+
+**Pose Anchors:** Tiny figures (when included) positioned as lone travelers, cloaked/robed, architectural scale rather than protagonists. Positioned at 1/3 or 2/3 compositional points for visual balance.
+
+**Scale Hierarchy Anchor:** Vast landscapes dwarf any human elements (figures 2-5% of composition). Floating islands span 40-60% of canvas. Organic architecture reaches 30-50% scale.
+
+**Material Authenticity Anchor:** Authentic watercolor granulation, pigment settling patterns, gouache opacity variations, paper texture affecting paint flow. Scalpel scratches visible as white linear highlights cutting through paint layers.
+
+**Period Consistency Anchor:** Pre-digital painting requiring physical material manipulation. All effects achieved through water control, gravity, careful layering, subtractive techniques (scratching, lifting).
+
+**Production Method Anchor:** Original paintings photographed for reproduction. Offset lithography struggles to capture watercolor luminosity - requires careful color separation to approximate transparent wash depth.
+
+**Canvas Adaptation Anchor:** Compositions designed for specific ratios - 1:1 concentrates cosmic moment, 2:1 enables epic journey across alien vista with multiple floating islands and organic structures.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Mystical travelers:** Cloaked figures, robed silhouettes, fantasy medieval-inspired garments
+- **Scale indicators:** Tiny figures in simple attire emphasizing vastness of environment
+- **Occasionally absent:** Landscapes often completely uninhabited
+
+**Fabric Behavior:** When visible, flowing robes suggesting movement through alien atmosphere. Simplified forms due to tiny scale.
+
+**Accessory Caps:** Minimalist 0-1 (staffs, simple traveling gear when figures present)
+
+**Color Palette:** Muted earth tones for figures contrast with vivid cosmic landscape. Figure colors subordinate to environment.
+
+**Props (YAML Pool):**
+
+```yaml
+roger_dean_fantasy_props:
+  floating_structures:
+    - island_formations: [root_bridges, suspended_landmasses, gravity_defying_geology]
+    - organic_architecture: [bone_structures, living_buildings, shell_dwellings]
+    - crystalline_elements: [transparent_mountains, prismatic_formations, light_refracting_stones]
+  alien_nature:
+    - exotic_vegetation: [curvilinear_trees, impossible_flowers, cosmic_plant_life]
+    - water_features: [floating_oceans, atmospheric_rivers, liquid_light_pools]
+    - sky_phenomena: [multiple_moons, cosmic_auroras, celestial_structures]
+  mystical_elements:
+    - light_sources: [bioluminescent_growths, ethereal_glows, cosmic_radiance]
+    - atmospheric_effects: [swirling_mists, colored_vapors, energy_flows]
+```
+
+**Coherence Filter:** All elements must feel ecologically connected within alien world system. Default = floating island in cosmic void with organic architecture.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "digital gradients"
+- "CGI rendering"
+- "fractal generation"
+- "3D modeling"
+- "Photoshop filters"
+- "vector illustration"
+- "flat graphic design"
+- "mechanical precision"
+- "modern digital smoothing"
+- "conventional realism"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio" OR "exactly 2:1 gatefold ratio"
+- "watercolor granulation texture"
+- "gouache opacity layers"
+- "scalpel scratched highlights"
+- "wet-on-wet color bleeding"
+- "640gsm rough paper texture"
+- "transparent pigment layering"
+- "organic curvilinear forms"
+- "floating island geology"
+- "cosmic atmospheric depth"
+
+**Vocabulary Warnings:** Avoid "digital," "rendered," "computer-generated," "vector," "synthetic." Embrace "painted," "organic," "flowing," "luminous," "atmospheric."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+**For 1:1 Square:**
+
+- Concentrated cosmic vision with central floating island
+- Radial composition emanating from core structure
+- Equal weight distribution through organic symmetry
+- Atmospheric depth receding to all four edges
+
+**For 2:1 Gatefold:**
+
+- Epic panoramic alien landscape extending across width
+- Multiple floating islands positioned at rhythmic intervals
+- Journey narrative implied through compositional flow left-to-right
+- Interconnected organic elements creating visual continuity
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Aerial/elevated viewpoint revealing vast cosmic vistas
+- **Grid/Symmetry:** Organic balance rather than mathematical precision
+- **Figure:Ground:** 10:90 ratio (environment dominates)
+- **Density:** Contrast between hyper-detailed clusters and atmospheric voids
+- **Lighting Logic:** Ethereal cosmic illumination from multiple impossible sources
+- **Detail:Negative Space:** 30:70 ratio (detailed elements surrounded by atmospheric depth)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, offset lithography attempting to reproduce watercolor luminosity, coated art paper (170-200gsm) for best color reproduction.
+
+**Frame/Band Anchor:** OMIT entirely unless organic decorative border grows from landscape itself (Art Nouveau-inspired natural frames).
+
+**Production Context Anchor:** Offset lithography from painted originals, 6-8 color separations attempting to capture transparent watercolor depth, carefully calibrated to preserve luminosity.
+
+**Ratio Enforcement Anchor:** Composition flows organically to fill declared ratio, floating islands and cosmic elements positioned specifically for square or panoramic format.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ALLOW (typography integrated as organic element)
+
+**Ratio-Appropriate Zones:**
+
+- Typography morphs into landscape shapes
+- Letters grow from organic structures
+- Custom hand-drawn integration
+- Bottom third placement common for band logos
+
+**Copy Limits:**
+
+- Band name as custom logo (Yes, Asia style)
+- Album title minimal or absent from front
+- Typography becomes architectural element of landscape
+
+**Period-Appropriate Typography:**
+
+- **Custom lettering:** Organic, hand-drawn logos appearing grown from landscape
+- **Art Nouveau influence:** Flowing, curvilinear letterforms
+- **Integration method:** Typography becomes part of world rather than applied text
+
+**Font Recommendations:**
+
+- **Google Font:** Eczar or Cinzel Decorative (70% approximation of organic custom lettering)
+- **Better Match:** Custom hand-drawn lettering specific to each album, Arnold Böcklin for Art Nouveau reference
+
+**Format-Specific Rules (Album Cover):**
+
+- Front cover: Custom logo integrated into landscape design
+- Logo appears as natural growth from cosmic elements
+- Typography subordinate to environmental immersion
+- Text should look "grown from same organic world"
+
+**Historical Accuracy:** All typography hand-drawn and custom designed, integrated during painting process or carefully added to maintain organic unity with landscape.
+
+**Production Method Integration:** Typography painted/drawn as part of original artwork, reproduced through same offset lithography process as landscape elements, maintaining tonal integration.
+
+---
+
+# Reid Miles — Blue Note Records Hard Bop Modernism
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `halftone-dot`, `offset-dot`, `silver-halide-grain`, `contact-print-scale`
+
+**Pose Flags:** `candid-motion`, `frontal-rigid`, `psychological-tension`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Media Hybrid Flag:** `photo-illustration-collage` (photographic portraits integrated with bold typography)
+
+**Material Physics Authority:** Hot-metal typesetting (Intertype line-casting), duotone photography, offset lithography with specialized jazz blue and greenish-tint inks, high-quality paperstock preventing bleed.
+
+**Period Production Authenticity:** 1955-1967 Blue Note golden era, phototypesetting transition, precise color separation for two-tone printing, modular grid systems.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) - ignore source image dimensions completely.
+
+Redraw subject in **Reid Miles' Blue Note modernist album cover style** for **vinyl LP jazz album (12" × 12")**.
+
+Identity via **high-contrast photography reduced to graphic elements** - subject becomes bold geometric form integrated into modular typographic layout. Subject appears as cropped portrait, candid musician stance, or abstracted silhouette.
+
+**IP Safeguard Declaration:** Create original jazz-inspired photographic compositions avoiding reproduction of specific Blue Note catalog designs while maintaining methodological authenticity.
+
+**Face-Treatment Flag:** `halftone-dot` with `offset-dot` characteristics
+
+**Pose Flag:** `candid-motion` or `frontal-rigid` (jazz musician stances)
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Style Dominance:** Modular grid systems and bold typography override photographic realism.
+
+**Mode Selector:** Album cover (vinyl LP format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe (tight cropping into modular blocks)
+- **Spatial Allocation:** Photography occupies 40-60% of composition, typography fills remaining space in bold geometric blocks
+- **Background Treatment:** Solid color fields (blues, blacks, oranges, greens) OR duotone photographic backgrounds
+- **Format Justification:** Square format enables perfect modular division, rotated typography, mathematical grid precision
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Bauhaus, Swiss Modernism, European poster design, American abstract expressionism, jazz improvisation translated to visual rhythm.
+
+**Medium/Production Method:** High-contrast photography by Francis Wolff, reduced to duotone or spot color. Hot-metal typesetting using Intertype line-casting machines (pre-1966) then Linotype Spartan (post-1966). Offset lithography with specialized inks (greenish-tint, reflex blue). Typography manipulated as visual element - fragmented, stacked, rotated, enlarged/reduced asymmetrically.
+
+**Thematic Purpose:** Build consistent Blue Note brand identity through sophisticated modernist design, elevate jazz packaging to high art, create visual rhythm paralleling musical improvisation.
+
+**Hallmark Motifs:**
+
+1. **Bold typography** as dominant visual element (often larger than photography)
+2. **Tight cropping** of musician portraits (eyes, instruments, hands)
+3. **Duotone colorization** (black + single accent color)
+4. **Rotated compositions** (45° angles, tilted frames)
+5. **Heavy negative space** used rhythmically
+
+**Period Framing:** 1955-1967 Blue Note golden age, peak modernist jazz design era.
+
+**Tone Tag:** Cool, sophisticated, urban, rhythmic, intellectually accessible.
+
+**Production Era Authenticity:** Hot-metal typesetting (1955-1966) creating distinct letterform characteristics, transition to phototypesetting (1966-1967) with Linotype Spartan fonts. Offset lithography with precise color registration, specialized Blue Note ink formulations.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Photography specifications:** Contax or Leica 35mm cameras (Francis Wolff), Kodak Tri-X 400 film, high-contrast printing to eliminate mid-tones. Tight cropping isolating facial features, instruments, hands in extreme close-up.
+
+**Film/Grain:** Kodak Tri-X pushed to high contrast, visible grain structure at print scale, deliberate loss of shadow/highlight detail for graphic impact.
+
+**Line work:** Sharp photographic edges combined with bold typographic outlines. Letterforms treated as geometric shapes with crisp vector precision.
+
+**Color:** Restricted palettes - black + single accent color. Blues (#003366 reflex blue, #4169E1 royal blue), oranges (#FF8C00), greens (#228B22 greenish-tint), occasional reds. Duotone printing technique overlays photography with colored halftone screens.
+
+**Texture:** Smooth offset lithography on quality paperstock. Halftone dot structure visible (120-133 LPI screen frequency). High-quality paper prevents ink bleeding, maintains sharp edges.
+
+**Typography manipulation:** Letters fragmented, stacked vertically, rotated 45-90°, enlarged to massive scale, shrunk to tiny accents. Sans-serif fonts (Haas Inserat-Grotesk, Ultra Bodoni, Clarendon) treated as modular building blocks.
+
+**Pose Anchors:** Musicians photographed candidly - head tilted examining instrument, fingers on keys, contemplative expressions. When frontal, direct eye contact with camera creating psychological intensity.
+
+**Scale Hierarchy Anchor:** Typography often dominates at 200-400% size of photography. Musician portraits occupy 30-50% of canvas, typography fills remaining space aggressively.
+
+**Material Authenticity Anchor:** Authentic offset lithography halftone patterns, hot-metal typesetting imperfections (slight variations in letter spacing, baseline shifts). Ink density variations characteristic of 1960s printing.
+
+**Period Consistency Anchor:** Pre-1966 Intertype typesetting creates subtle irregularities. Post-1966 Linotype Spartan shows distinctive horizontal serifs on numeral "1". Photography always high-contrast black/white or duotone, never full-color.
+
+**Production Method Anchor:** Standard 2-color offset printing (black + spot color) OR 3-color (black + two accents). Registration tolerance ±1mm acceptable, creating characteristic slight color shifts. Specialized Blue Note inks mixed to exact formulations.
+
+**Canvas Adaptation Anchor:** Square format exploited through rotated compositions, diagonal typography cutting across quadrants, modular grid divisions creating visual rhythm.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Jazz musicians:** Suits, ties, shirtsleeves, suspenders, fedoras, porkpie hats
+- **Casual sessions:** Button-down shirts, sweaters, casual 1950s-60s attire
+- **Focus on instruments:** Clothing often cropped out of tight framings
+
+**Fabric Behavior:** Mid-century wool suits, cotton shirts, typical 1950s-60s drape and construction.
+
+**Accessory Caps:** Minimal 1-2 (glasses, cigarettes, hats, instruments as primary accessories)
+
+**Color Palette:** When visible, muted greys, blacks, whites. Clothing subordinate to bold graphic color fields of layout.
+
+**Props (YAML Pool):**
+
+```yaml
+reid_miles_jazz_props:
+  instruments:
+    - brass: [trumpet, saxophone, trombone]
+    - keys: [piano_keys, organ, vibraphone]
+    - strings: [upright_bass, guitar]
+    - percussion: [drum_kit, cymbals, brushes]
+  musician_details:
+    - hands: [fingers_on_keys, valve_positions, bow_grip]
+    - face_elements: [concentrated_expression, eyes_closed, pursed_lips]
+    - accessories: [glasses, cigarette, microphone]
+  graphic_elements:
+    - typography: [bold_sans_serif, rotated_text, oversized_letters]
+    - color_blocks: [solid_fields, geometric_divisions]
+```
+
+**Coherence Filter:** All elements support modernist jazz aesthetic. Default = clean portrait with bold typography.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "full-color photography"
+- "decorative borders"
+- "serif body text"
+- "centered symmetrical layout"
+- "soft focus romance"
+- "elaborate backgrounds"
+- "modern digital typography"
+- "gradient effects"
+- "photographic realism"
+- "ornamental elements"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "duotone high-contrast photography"
+- "bold sans-serif typography"
+- "asymmetric modular grid"
+- "Francis Wolff photographic style"
+- "offset lithography 120-133 LPI halftone"
+- "rotated 45-90° composition"
+- "greenish-tint or reflex blue spot color"
+- "hot-metal typesetting characteristics"
+- "tight musician portrait cropping"
+
+**Vocabulary Warnings:** Avoid "ornate," "decorative," "romantic," "soft," "elaborate." Embrace "bold," "graphic," "modular," "rhythmic," "cool."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Modular grid divisions (halves, thirds, quarters)
+- Asymmetric photography placement (off-center, diagonal)
+- Typography fills negative space aggressively
+- Rotated compositions creating dynamic tension
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Grid/Symmetry:** Asymmetric modular systems, mathematical divisions without centered balance
+- **Figure:Ground:** 40:60 ratio (photography 40%, typography/color blocks 60%)
+- **Density:** Bold graphic impact through high contrast and large-scale elements
+- **Lighting Logic:** Flat, even illumination reducing mid-tones, creating pure blacks and whites
+- **Detail:Negative Space:** 50:50 ratio (equal weight between positive elements and voids)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, offset lithography on quality coated stock (150-180gsm) preventing ink bleed, matte or semi-gloss finish.
+
+**Frame/Band Anchor:** OMIT decorative frames entirely. Bold color blocks function as geometric divisions, not ornamental borders.
+
+**Production Context Anchor:** Offset lithography with specialized Blue Note inks, hot-metal or phototypesetting, duotone halftone screening, precise color registration within ±1mm tolerance.
+
+**Ratio Enforcement Anchor:** Perfect square enables rotated compositions, modular divisions, mathematical grid systems essential to Blue Note visual language.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ESSENTIAL (typography often dominates photography)
+
+**Ratio-Appropriate Zones:**
+
+- Typography occupies 40-70% of canvas
+- Rotated 45-90° cutting diagonally across composition
+- Stacked vertically along edges
+- Fragmented across multiple zones
+
+**Copy Limits:**
+
+- Artist name: 1-3 lines, often massive scale
+- Album title: 1-2 lines, variable size
+- Blue Note catalog number essential
+- Maximum 6-8 words total across front cover
+
+**Period-Appropriate Typography:**
+
+- **Pre-1966:** Haas Inserat-Grotesk, Ultra Bodoni, Clarendon (Intertype line-casting)
+- **Post-1966:** Linotype Spartan (distinctive horizontal serif on "1")
+- **Size range:** Extreme variation from 8pt details to 144pt+ dominating letterforms
+- **Manipulation:** Fragmentation, rotation, asymmetric stacking
+
+**Font Recommendations:**
+
+- **Google Font:** Oswald or Archivo Black (80% match for Inserat-Grotesk)
+- **Better Match:** Helvetica Inserat, Trade Gothic Condensed Bold, Univers Extra Black
+
+**Format-Specific Rules (Album Cover):**
+
+- Artist name typically largest element (100-400pt scale)
+- Album title secondary (40-80pt)
+- Blue Note logo and catalog number essential (bottom corner, 8-12pt)
+- Typography rotated, fragmented, or stacked for visual rhythm
+
+**Historical Accuracy:** Hot-metal typesetting (1955-1966) shows slight irregularities, baseline variations. Phototypesetting (1966-1967) creates cleaner edges but maintains bold graphic impact.
+
+**Production Method Integration:** Typography printed in black or spot color using offset lithography, perfect registration with photographic duotone elements, sharp edges from quality paperstock.
+
+---
+
+# Andy Warhol — Pop Art Silkscreen Iconography
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `silkscreen-layered`, `four-color-process`, `registration-drift`, `halftone-newsprint`
+
+**Pose Flags:** `frontal-rigid`, `power-stance`, `geometric-faceted`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Media Hybrid Flag:** `vector-screenprint` (photographic source reduced to flat silkscreen)
+
+**Material Physics Authority:** Photo-silkscreen process with light-sensitive emulsion on silk mesh screens, acrylic-based inks applied with rubber squeegee, intentional misregistration as aesthetic element.
+
+**Period Production Authenticity:** 1964-1987 Factory era production methods, high-contrast photographic reduction, multiple color layer registration, embrace of mechanical reproduction imperfections.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) - ignore source image dimensions completely.
+
+Redraw subject in **Andy Warhol's Pop Art silkscreen style** for **vinyl LP album cover (12" × 12")**.
+
+Identity via **bold graphic reduction to flat iconic shapes** - subject becomes simplified high-contrast image with sharp color blocking. Features reduced to essential geometric shapes with dramatic color separation.
+
+**IP Safeguard Declaration:** Create original pop art portraits avoiding reproduction of Warhol's celebrity series while maintaining silkscreen aesthetic and color blocking methodology.
+
+**Face-Treatment Flag:** `silkscreen-layered` with `registration-drift`
+
+**Pose Flag:** `frontal-rigid` (passport/mugshot positioning)
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Style Dominance:** Flat graphic silkscreen aesthetic and commercial reproduction override photographic realism.
+
+**Mode Selector:** Album cover (vinyl LP format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe (tight cropping to shoulders/chest, centered)
+- **Spatial Allocation:** Subject dominates 80-95% of frame, minimal background space
+- **Background Treatment:** Pure flat color field (single solid color, no gradients)
+- **Format Justification:** Square format enables centered frontal portrait, symmetrical color blocking, repetition grids (when multiple portraits)
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Commercial advertising, celebrity photography, mass production aesthetics, consumer product packaging.
+
+**Medium/Production Method:** Photo-silkscreen printing - light-sensitive emulsion applied to silk mesh screens, film positives exposed creating blocked areas, acrylic inks pushed through screens using rubber squeegee. Process creates flat color blocks with sharp edges, intentional misregistration between layers embraced as Factory aesthetic. High-contrast photographic negatives reduce subjects to bold graphic shapes.
+
+**Thematic Purpose:** Collapse boundaries between fine art and commerce, treat celebrity/subject as consumer product, explore mechanical reproduction and seriality, deadpan ironic commentary on fame.
+
+**Hallmark Motifs:**
+
+1. **High-contrast reduction** (subjects flattened to 3-4 value zones)
+2. **Bold color blocking** (hot pink, acid yellow, cyan, magenta, electric blue)
+3. **Repetition grids** (same image repeated with color variations)
+4. **Commercial aesthetics** (packaging-like presentation)
+5. **Deliberate imperfection** (registration drift, uneven ink coverage)
+
+**Period Framing:** 1964-1987 Factory era, peak Pop Art album cover production.
+
+**Tone Tag:** Deadpan, ironic, commercially cool, celebrity-obsessed, mechanically detached.
+
+**Production Era Authenticity:** Factory silkscreen process with characteristic ink variations, registration shifts, embrace of mechanical reproduction "flaws" as artistic elements.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line work:** Single strong contour outlines OR no outlines (color blocks meet at sharp edges). Photographic reduction to pure black/white creates edge definition.
+
+**Color:** Strictly 3-4 ultra-saturated colors - hot pink (#FF69B4), acid yellow (#FFFF00), cyan (#00FFFF), magenta (#FF00FF), electric blue (#0000FF), deep black (#000000). Day-glo, fluorescent quality to pigments.
+
+**Texture:** Perfectly flat silkscreen ink coverage, slight screen mesh texture (200-305 threads per inch), minimal variation. Acrylic inks create matte or semi-gloss surface depending on formulation.
+
+**Edge treatment:** Sharp photographic edges where colors meet, slight registration drift (0.5-2mm offset) between color layers creating characteristic Warhol "mistake" aesthetic.
+
+**Detail reduction:** Eyes, nose, mouth simplified to flat contrasting shapes. Hair becomes solid color mass. Skin flattened to 2-3 tonal zones. No gradients or modeling.
+
+**Pose Anchors:** Centered frontal positioning, head/shoulders cropped tight at chest level, 0° head tilt, direct frontal gaze or slight 15° angle, symmetrical composition.
+
+**Scale Hierarchy Anchor:** Subject fills 80-95% of canvas, face occupies 60-70% of total area, features reduced to essential geometric zones.
+
+**Material Authenticity Anchor:** Authentic silkscreen ink flatness, no painterly blending. Mesh pattern barely visible in solid color areas. Acrylic ink sits on surface rather than absorbing into paper.
+
+**Period Consistency Anchor:** Factory production methods require manual screen registration creating characteristic slight shifts between color layers. Embrace imperfection as authentic element.
+
+**Production Method Anchor:** Each color requires separate screen - 3-4 screens minimum. Registration marks trimmed in final production. Inks mixed to exact color specifications, applied in sequence (typically dark to light or light to dark).
+
+**Canvas Adaptation Anchor:** Square 1:1 format perfect for centered portrait, enables repetition grids when using serial imagery approach.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Generic 1960s-70s:** Plain T-shirts, collared shirts, mod jackets
+- **Simplified rendering:** Clothing flattened to solid color blocks
+- **Focus on face:** Minimal clothing detail, often cropped at chest
+
+**Fabric Behavior:** All texture eliminated - clothing becomes flat color zones. No drape, wrinkle, or material indication.
+
+**Accessory Caps:** Minimalist 0-1 (sunglasses occasionally, otherwise avoid distracting details)
+
+**Color Palette:** Clothing colors chosen for graphic contrast - never realistic skin/clothing tones. Bold contrasts between face, hair, clothing, background.
+
+**Props (YAML Pool):**
+
+```yaml
+warhol_pop_props:
+  iconic_objects:
+    - consumer_products: [banana, soup_can_silhouette, bottle_shape]
+    - celebrity_items: [sunglasses, microphone, camera]
+  color_combinations:
+    - hot_palette: [hot_pink, acid_yellow, electric_blue]
+    - cool_palette: [cyan, magenta, lime_green]
+    - classic_warhol: [orange, turquoise, purple, black]
+  repetition_patterns:
+    - grid_layouts: [2x2, 3x3, single_large]
+    - color_variations: [same_image_different_colors]
+```
+
+**Coherence Filter:** All elements must support flat graphic pop aesthetic. Default = clean frontal portrait with bold color blocking.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "photorealistic rendering"
+- "soft gradients"
+- "painterly brushwork"
+- "subtle shading"
+- "naturalistic colors"
+- "detailed background"
+- "ornate decoration"
+- "hand-drawn quality"
+- "textured surfaces"
+- "atmospheric depth"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "flat silkscreen ink coverage"
+- "3-4 ultra-saturated colors maximum"
+- "high-contrast photographic reduction"
+- "registration drift 0.5-2mm offset"
+- "pure flat background color field"
+- "frontal centered portrait crop"
+- "acrylic ink matte surface"
+- "mesh screen 200-305 TPI texture"
+- "factory mechanical reproduction aesthetic"
+
+**Vocabulary Warnings:** Avoid "subtle," "nuanced," "atmospheric," "organic," "hand-crafted." Embrace "flat," "mechanical," "commercial," "graphic," "iconic."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Centered frontal portrait dominates
+- Subject fills frame edge-to-edge or with minimal margin
+- Symmetrical balance through centered positioning
+- Optional repetition grid (2x2, 3x3 variations)
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Framing:** Tight crop at chest/shoulders, face fills majority of frame
+- **Figure:Ground:** 90:10 ratio (subject dominates, minimal background)
+- **Density:** High-impact through bold color contrast, minimal negative space
+- **Lighting Logic:** Flat frontal illumination eliminating shadows, reducing to 3-4 tonal zones
+- **Detail:Negative Space:** 85:15 ratio (graphic impact through minimal void)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, offset lithography reproducing silkscreen aesthetic, coated stock for flat ink coverage appearance.
+
+**Frame/Band Anchor:** OMIT entirely - pure flat background color field extends to edges. No decorative borders.
+
+**Production Context Anchor:** Silkscreen simulation through offset lithography, 4-color process printing attempting to match Factory silkscreen ink saturation, flat ink coverage without gradients.
+
+**Ratio Enforcement Anchor:** Perfect square enables centered symmetrical portraits, repetition grids when using serial approach.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** MINIMAL (Warhol often avoided text on front covers)
+
+**Ratio-Appropriate Zones:**
+
+- Small corner placement when present (5-10% of canvas)
+- Bottom edge minimal text
+- Typography secondary to image
+- Often completely absent from front
+
+**Copy Limits:**
+
+- Front cover: 0-3 words maximum
+- Band name small if included
+- Title often omitted from front
+
+**Period-Appropriate Typography:**
+
+- **Primary fonts:** Helvetica, Futura, Times New Roman (standard commercial fonts)
+- **Size range:** 10-16pt when present (deliberately understated)
+- **Placement:** Corner or edge, never interfering with portrait
+
+**Font Recommendations:**
+
+- **Google Font:** Montserrat or Poppins (85% match for Helvetica)
+- **Better Match:** Helvetica, Futura Bold, Times New Roman
+
+**Format-Specific Rules (Album Cover):**
+
+- Front cover typically image-only or minimal text
+- Typography subordinate to visual impact
+- Commercial font choices matching consumer product packaging
+- Text placed asymmetrically in corner or along edge
+
+**Historical Accuracy:** Standard commercial typography of 1960s-80s, phototypesetting or early digital, minimal integration with silkscreen imagery.
+
+**Production Method Integration:** Typography printed as separate layer in offset lithography, typically black or single color matching silkscreen color palette.
+
+---
+
+# Peter Blake — British Pop Collage Tableau
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `halftone-newsprint`, `offset-dot`, `contact-print-scale`, `cutout-montage`
+
+**Pose Flags:** `frontal-rigid`, `power-stance`, `hieratic-formal`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Media Hybrid Flag:** `cutout-montage` (photographic collage assembly)
+
+**Material Physics Authority:** Cut-out photographic collage on hardboard backing, life-size figure enlargements from library archives, assembled tableau photographed with medium format camera, offset lithography reproduction with period halftone characteristics.
+
+**Period Production Authenticity:** 1960s British Pop Art collage methods, photographic enlargements from news archives, physical assembly and staging, Sinar 5×4" technical camera documentation.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) - ignore source image dimensions completely.
+
+Redraw subject in **Peter Blake's 1960s Pop-Collage tableau style (Sgt. Pepper era)** for **vinyl LP album cover (12" × 12")**.
+
+Identity via **central figure in candy-colored band uniform** positioned slightly forward in crowded celebratory tableau. Subject appears as **only slightly larger than surrounding figures in first row** - stepped one tiny step forward rather than dramatically oversized. Subject integrated into staged group-photograph arrangement.
+
+**IP Safeguard Declaration:** Create original pop collage celebrations avoiding Beatles iconography while maintaining festive tableau assembly, diverse figure cutouts, and period-authentic staging methods.
+
+**Face-Treatment Flag:** `halftone-newsprint` with `cutout-montage` characteristics
+
+**Pose Flag:** `frontal-rigid` (formal posed positioning)
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Style Dominance:** Collage density and festive celebration override individual portraiture.
+
+**Mode Selector:** Album cover (vinyl LP format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe (densely packed collage fills entire square)
+- **Spatial Allocation:** Subject in front center (20-25% of composition), surrounded by rows of cutout figures (60-70%), props and decorative elements (10-15%)
+- **Background Treatment:** Flat poster-color backdrop (blue, red, or yellow solid field) OR simple painted scenic elements
+- **Format Justification:** Square format enables symmetrical crowd arrangement, hierarchical staging from front to back rows
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** British Pop Art, advertising posters, scrapbook collage, Edwardian group photography, music hall entertainment.
+
+**Medium/Production Method:** Physical collage assembly - photographic cutouts sourced from BBC Radio Times Hulton Picture Library and news archives, enlarged to life-size on 20×16" paper, mounted on hardboard backing. Assembled tableau photographed with Sinar 5×4" technical camera positioned on elevated platform for proper perspective. Total assembly time 8 days, photography session 3 hours, production cost £3,000 (1967, equivalent to £49,000+ today).
+
+**Thematic Purpose:** Festive celebratory packaging, ironic commentary on celebrity culture, playful kitsch aesthetic, democratization of high/low culture.
+
+**Hallmark Motifs:**
+
+1. **Crowded figure arrangements** (60-80 cutout personalities)
+2. **Candy-colored military uniforms** with medals and decorative elements
+3. **Eclectic celebrity mix** (from different eras, varying photographic quality)
+4. **Floral arrangements** framing bottom edge, spelling band names
+5. **Bold emblems** on drumheads or banners with playful lettering
+
+**Period Framing:** 1960s British Pop Art peak, psychedelic era visual maximalism.
+
+**Tone Tag:** Festive, ironic, playful, celebratory, kitsch, democratically inclusive.
+
+**Production Era Authenticity:** Physical collage assembly requiring extensive research, permissions, photographic enlargements, careful construction. Michael Cooper photography using period-appropriate medium format equipment and studio lighting.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Photography specifications:** Sinar 5×4" technical camera with Carl Zeiss lenses, positioned on table-mounted stool for elevated perspective. Studio lighting with multiple tungsten floods creating even illumination across tableau.
+
+**Collage construction:** Photographic prints from various sources creating tonal/quality variations - some high-contrast newsprint halftones, others smooth photographic prints. Deliberate variation in resolution and contrast between figures from different source materials.
+
+**Color treatment:** Subject in candy colors (bright reds, blues, yellows, golds). Background figures retain original black/white or sepia tones from archival sources. Flat poster-paint backdrop (blue #4169E1, red #DC143C, or yellow #FFD700).
+
+**Texture:** Matte photographic prints creating slight dimensional variation, hardboard backing providing rigid support, assembled elements photographed to flatten into single composition.
+
+**Detail hierarchy:** Front row figures (including subject) sharper and higher contrast. Second/third row figures vary in photographic quality - some grainy newsprint, others clearer studio portraits. Deliberate textural variety from mixed source materials.
+
+**Pose Anchors:** Subject positioned frontally, 0° head tilt, symmetrical stance, slight step forward from first row. Surrounding figures also frontal, formal posed expressions, 1960s attire and styling.
+
+**Scale Hierarchy Anchor:** Subject only 105-110% size of front row figures (subtle prominence, not dominant). Second row 90-95% scale, third row 80-85% scale creating depth through size graduation.
+
+**Material Authenticity Anchor:** Authentic halftone patterns from newspaper sources, photographic grain variations between figures, matte paper surface texture, slight dimensional relief from layered construction.
+
+**Period Consistency Anchor:** All source photographs pre-1967, styling and fashion authentic to various eras. Mixed photographic quality reflecting archive limitations - some pristine studio portraits, others degraded newsprint reproductions.
+
+**Production Method Anchor:** Original assembly photographed as single image, then reproduced via offset lithography. Halftone screening 133-150 LPI attempting to preserve detail variations between collaged elements.
+
+**Canvas Adaptation Anchor:** Square format enables symmetrical crowd staging, hierarchical front-to-back arrangement, centered subject position with balanced surrounding elements.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Subject/Band:** Candy-colored military-style uniforms with medals, decorative braiding, Edwardian/psychedelic hybrid styling
+- **Cutout figures:** Period-appropriate attire from various decades (Victorian, 1920s, 1940s, 1960s), formal wear, entertainment costumes
+- **Mix of eras:** Deliberate anachronism creating surreal temporal collage
+
+**Fabric Behavior:** Subject's uniform shows theatrical satin sheen, decorative details. Cutout figures retain original photographic characteristics from source materials.
+
+**Accessory Caps:** Elaborate 3-4 (medals, instruments, hats, props creating busy festive atmosphere)
+
+**Color Palette:** Subject in vibrant candy colors contrasting with predominantly black/white/sepia archival cutouts. Selective color on key decorative elements.
+
+**Props (YAML Pool):**
+
+```yaml
+peter_blake_collage_props:
+  celebratory_elements:
+    - uniforms: [candy_colored_military, psychedelic_Edwardian, decorated_band_outfits]
+    - decorations: [medals, braiding, epaulettes, ceremonial_sashes]
+    - instruments: [drum_with_emblem, brass_instruments, guitars]
+  cutout_figures:
+    - celebrity_types: [musicians, actors, cultural_icons, historical_figures]
+    - era_mix: [Victorian_formal, 1920s_stars, 1940s_heroes, 1960s_personalities]
+    - photo_quality: [sharp_studio_portraits, grainy_newsprint, vintage_postcards]
+  festive_props:
+    - floral: [arranged_flowers, spelling_arrangements, botanical_frames]
+    - emblems: [drumhead_designs, banner_logos, circular_crests]
+    - kitsch_objects: [wax_figures, cardboard_cutouts, toy_elements]
+```
+
+**Coherence Filter:** All elements support festive celebratory tableau. Default = candy-colored uniformed subject with diverse celebrity cutouts.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "minimalist composition"
+- "empty negative space"
+- "subtle muted colors"
+- "single figure portrait"
+- "photographic realism"
+- "digital compositing"
+- "modern celebrity references"
+- "clean backgrounds"
+- "sparse arrangement"
+- "contemporary fashion"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "densely packed collage tableau"
+- "candy-colored band uniforms"
+- "archival photograph cutouts"
+- "halftone newsprint texture variations"
+- "Sinar 5×4 camera perspective"
+- "1960s period authenticity"
+- "festive celebratory staging"
+- "mixed photographic quality sources"
+- "physical collage assembly aesthetic"
+
+**Vocabulary Warnings:** Avoid "minimal," "sparse," "subtle," "refined," "clean." Embrace "festive," "crowded," "celebratory," "kitsch," "eclectic."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Symmetrical crowd arrangement
+- Hierarchical staging (front row → back rows)
+- Subject centered with slight forward prominence
+- Dense packing fills entire frame
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Grid/Symmetry:** Symmetrical bilateral arrangement, centered subject
+- **Figure:Ground:** 90:10 ratio (figures dominate, minimal background visible)
+- **Density:** Maximum (60-80 figures crowded into composition)
+- **Lighting Logic:** Even studio illumination creating flat, democratized lighting
+- **Detail:Negative Space:** 95:5 ratio (minimal voids, festive horror vacui)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, offset lithography reproducing photographed collage assembly, coated stock for photographic reproduction.
+
+**Frame/Band Anchor:** OMIT decorative frames. Composition extends to edges, occasional floral elements may frame bottom organically.
+
+**Production Context Anchor:** Photographed collage assembly reproduced via offset lithography, halftone screening 133-150 LPI, color separation attempting to preserve mixed-source texture variations.
+
+**Ratio Enforcement Anchor:** Square format enables symmetrical crowd staging, hierarchical depth through size graduation front-to-back.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ALLOW (integrated as emblem/logo element)
+
+**Ratio-Appropriate Zones:**
+
+- Bold sans-serif lettering on drumhead or banner (center composition)
+- Floral arrangements spelling band name (bottom edge)
+- Circular emblem format for primary text
+
+**Copy Limits:**
+
+- Band name as central emblem (1-3 words)
+- Album title minimal or absent
+- Text integrated as physical prop within tableau
+
+**Period-Appropriate Typography:**
+
+- **Hand-painted lettering** on drumheads/banners
+- **Bold sans-serif** (Futura Bold, Franklin Gothic) for emblems
+- **Playful custom lettering** with 1960s psychedelic influence
+
+**Font Recommendations:**
+
+- **Google Font:** Fredoka One or Lobster Two (70% match for playful hand-painted)
+- **Better Match:** Custom hand-painted lettering, sign-painter style
+
+**Format-Specific Rules (Album Cover):**
+
+- Front cover: Typography as integrated emblem/prop element
+- Drumhead design contains band name/logo
+- Floral spelling optional secondary text
+- Typography subordinate to celebratory tableau
+
+**Historical Accuracy:** Hand-painted signage and drumhead designs typical of 1960s band merchandise, integrated as physical props within staged collage.
+
+**Production Method Integration:** Typography painted/printed on physical props (drumheads, banners) visible within photographed assembly, reproduced through offset lithography as part of unified composition.
+
+---
+
+# Vaughan Oliver — 4AD Ethereal Tactile Mysticism
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `scratched-surface`, `interrupted-contour`, `wet-on-wet-bleed`, `litho-wash`
+
+**Pose Flags:** `psychological-tension`, `contorted-psychological`, `aesthetic-rebellion-required`
+
+**Canvas Control Flag:** `strict-reframe` or `adaptive-extend`
+
+**Media Hybrid Flag:** `photo-illustration-collage` (analog PMT manipulation with photographic elements)
+
+**Material Physics Authority:** PMT (Photo Mechanical Transfer) camera creating high-contrast distortions, analog collage with ripped Japanese rag paper, scalpel-manipulated typography, solarized photography, tactile surface construction photographed for reproduction.
+
+**Period Production Authenticity:** 1980s-1990s 23 Envelope/v23 analog techniques, anti-digital manifesto maintaining hands-on control through PMT cameras, manual distortion methods, collaborative photographer relationships.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) - ignore source image dimensions completely.
+
+Redraw subject in **Vaughan Oliver's 4AD ethereal tactile style** for **vinyl LP/CD album cover**.
+
+Identity via **fragmentation, veiling, or abstraction** - subject never appears as direct portrait. Identity suggested through **draped fabric, obscured silhouettes, ghostly overlays, cropped forms**. Subject becomes mysterious tactile presence rather than recognizable figure.
+
+**IP Safeguard Declaration:** Create original ethereal compositions avoiding reproduction of specific 4AD catalog designs while maintaining analog distortion methodology and tactile surface aesthetics.
+
+**Face-Treatment Flag:** `scratched-surface` with `interrupted-contour` characteristics
+
+**Pose Flag:** `psychological-tension` or `contorted-psychological`
+
+**Canvas Control Flag:** `adaptive-extend` (organic distortions extend naturally)
+
+**Style Dominance:** Analog distortion and tactile mystery override photographic clarity.
+
+**Mode Selector:** Album cover (vinyl LP or CD format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend (organic distortions and fabric elements extend naturally)
+- **Spatial Allocation:** Obscured figure fragments (30-50%), textured surfaces and overlays (40-60%), typography integration (10-20%)
+- **Background Treatment:** Abstract voids, mottled textures, stained surfaces creating ambiguous space
+- **Format Justification:** Square format enables radial obscuration patterns, centered mysterious focal points, symmetrical textile draping
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Surrealism, punk DIY aesthetics elevated through craft, European art cinema, gothic romanticism, analog photography experimentation.
+
+**Medium/Production Method:** PMT (Photo Mechanical Transfer) camera creating high-contrast black/white reproductions with characteristic underexposed edges exploited for atmospheric effects. Process: photograph ripped-up taped-together Japanese rag paper arrangements, use PMT to create base materials, manually redrive edges with scalpel after enlargement to foot-high sizes. Collaborate with photographers (Simon Larbalestier) creating solarized images, constructed sets, veiled subjects. Resist digital technology - "they took my tools away."
+
+**Thematic Purpose:** Create ambiguous ethereal mystery, suggest rather than state, evoke dreamlike unease, elevate indie rock packaging to fine art through meticulous craft.
+
+**Hallmark Motifs:**
+
+1. **Veiled/shrouded figures** (lace, fabric obscuring identity)
+2. **Fragmented body parts** (hands, silhouettes, partial forms)
+3. **Distressed typography** (scalpel-manipulated, distorted letterforms)
+4. **Tactile textures** (stains, bruises, organic decay)
+5. **Ghostly overlays** (multiple exposures, translucent layers)
+
+**Period Framing:** 1983-2000 4AD golden age, peak analog design resistance to digital tools.
+
+**Tone Tag:** Mysterious, ethereal, unsettling, dreamlike, tactilely intimate.
+
+**Production Era Authenticity:** Analog-only workflow through 1990s - PMT cameras, manual distortion, collaborative darkroom work. Violent resistance to digital transition preserving hands-on control.
+
+------
+## 4) Technical Method & Mark-Making
+
+**PMT Camera specifications:** Photo Mechanical Transfer creating high-contrast black/white stats with characteristic underexposed edge darkness exploited as atmospheric element. Manual focus variations creating soft veiled effects.
+
+**Texture creation:** Deep photographic grain, deliberate stains, scratches. Surfaces appear aged, bruised, tactile. Japanese rag paper provides organic torn-edge textures. Multiple layers creating archaeological depth.
+
+**Color:** Mottled desaturated tones - bruised blues (#4A5A7A), rusty ochres (#B8860B), smoky greys (#696969). Colors appear as organic stains rather than applied pigments.
+
+**Typography distortion:** Letterforms enlarged to foot-high scale on PMT, then manually redriven with scalpel creating distressed irregular edges. Type appears rubbed, scratched, ghosted into surface.
+
+**Layering technique:** Disjointed surreal collages where elements overlap imperfectly, like archaeological palimpsests. Cut-and-paste scraps creating fragmented narratives.
+
+**Human element treatment:** Always obscured - blurred, veiled, shrouded in lace/fabric, reduced to shadow/silhouette. Identity suggested never stated.
+
+**Detail hierarchy:** Micro-textural details (grain, scratches, stains) contrast with obscured macro forms. Surface intimacy versus compositional ambiguity.
+
+**Pose Anchors:** When figures visible, contorted psychological tension, turned away, faces obscured by fabric/hands, uncomfortable positioning suggesting unease.
+
+**Scale Hierarchy Anchor:** Typography often dominates at 40-60% scale, figures fragmented across 30-50%, textures fill remaining space creating horror vacui.
+
+**Material Authenticity Anchor:** Authentic PMT camera artifacts - underexposed edges, high-contrast grain, characteristic black crush. No digital smoothing or enhancement.
+
+**Period Consistency Anchor:** All effects achieved through analog photography, PMT manipulation, manual scalpel work, collaborative darkroom experimentation. Digital tools explicitly rejected.
+
+**Production Method Anchor:** Offset lithography attempting to reproduce PMT textures, stochastic screening for grain preservation, careful color separation maintaining mottled tonal qualities.
+
+**Canvas Adaptation Anchor:** Square format enables centered mysterious focal points, radial fabric draping, symmetrical fragmentation patterns.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Obscured/veiled:** Lace, translucent fabrics, shrouds hiding identity
+- **Fragmented visibility:** Clothing visible only as abstract folds, textures
+- **Gothic romantic:** Dark period-ambiguous garments suggesting Victorian/Edwardian/contemporary hybrid
+
+**Fabric Behavior:** Fabrics appear as veiling elements - lace creating moiré patterns, translucent materials creating ghostly layers, heavy textiles creating sculptural folds.
+
+**Accessory Caps:** Minimalist 0-1 (veils, fabric props used for obscuration)
+
+**Color Palette:** Desaturated blacks, greys, muted earth tones. Clothing subordinate to textural surface effects.
+
+**Props (YAML Pool):**
+
+```yaml
+vaughan_oliver_ethereal_props:
+  obscuring_elements:
+    - fabrics: [lace_veils, translucent_shrouds, heavy_drapes]
+    - natural_materials: [flowers_pressed, dried_botanicals, organic_decay]
+    - textural_surfaces: [ripped_paper, stained_fabric, bruised_skin_texture]
+  photographic_techniques:
+    - darkroom_effects: [solarization, multiple_exposure, negative_reversal]
+    - distortion_methods: [PMT_edge_burn, manual_scratching, chemical_staining]
+  typographic_elements:
+    - distressed_text: [scalpel_cut_letters, rubbed_typography, ghosted_words]
+    - integration_methods: [embedded_in_surface, overlapping_imagery, fragmented_placement]
+```
+
+**Coherence Filter:** All elements support ethereal mystery. Default = veiled figure fragment with distressed typography.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "digital photography"
+- "Photoshop effects"
+- "clean vector typography"
+- "direct portraiture"
+- "conventional beauty"
+- "glossy magazine finish"
+- "literal representation"
+- "bright saturated colors"
+- "sharp mechanical precision"
+- "commercial clarity"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "PMT camera high-contrast grain"
+- "analog collage construction"
+- "scalpel-manipulated typography"
+- "solarized photography effects"
+- "veiled obscured figures"
+- "mottled bruised color tones"
+- "ripped Japanese rag paper texture"
+- "ghostly overlay translucency"
+- "tactile surface intimacy"
+
+**Vocabulary Warnings:** Avoid "clear," "bright," "polished," "commercial," "digital." Embrace "veiled," "mysterious," "tactile," "bruised," "ghostly."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Centered mysterious focal point
+- Radial obscuration patterns
+- Symmetrical veiling/draping
+- Fragmented elements creating archaeological layers
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Framing:** Ambiguous space neither interior nor exterior
+- **Figure:Ground:** 40:60 ratio (fragmented subject subordinate to textural environment)
+- **Density:** Medium-high (layered elements creating depth without clarity)
+- **Lighting Logic:** Diffused atmospheric illumination suggesting dreamlike space
+- **Detail:Negative Space:** 60:40 ratio (textural density with strategic voids)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP or CD album sleeve, offset lithography attempting to preserve PMT grain and analog distortion characteristics, matte uncoated stock preferred.
+
+**Frame/Band Anchor:** OMIT decorative frames. Composition bleeds to edges or fades into ambiguous voids.
+
+**Production Context Anchor:** Offset lithography from analog collage assemblies, stochastic screening attempting to preserve photographic grain, careful color separation maintaining mottled tonal qualities.
+
+**Ratio Enforcement Anchor:** Square format enables centered mysteries, radial compositions, symmetrical fragmentation creating balanced ambiguity.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ALLOW (typography as distressed surface element)
+
+**Ratio-Appropriate Zones:**
+
+- Typography embedded within imagery (not applied over)
+- Distressed integration creating archaeological layering
+- Peripheral placement fading into edges
+- Fragmented across multiple zones
+
+**Copy Limits:**
+
+- Band name: distressed, often barely legible
+- Album title: minimal or absent
+- Typography subordinate to mysterious atmosphere
+
+**Period-Appropriate Typography:**
+
+- **Distressed serif:** Garamond, Caslon manually degraded
+- **Minimal sans-serif:** Helvetica, Univers made imperfect and textural
+- **Custom distortion:** Each album unique typography treatment
+
+**Font Recommendations:**
+
+- **Google Font:** EB Garamond or Crimson Text (70% match for distressed serif)
+- **Better Match:** Custom scalpel-manipulated letterforms, manually degraded typography
+
+**Format-Specific Rules (Album Cover):**
+
+- Typography appears rubbed, scratched, ghosted into surface
+- Text integration feels archaeological rather than applied
+- Letterforms distressed through PMT enlargement and manual manipulation
+- Often placed at periphery, fading into ambiguous space
+
+**Historical Accuracy:** Typography created through PMT camera enlargement, manual scalpel redrawing of edges, distressing techniques, analog distortion methods.
+
+**Production Method Integration:** Typography reproduced through offset lithography maintaining distressed analog characteristics, carefully preserving imperfections as essential aesthetic elements.
+
+---
+
+# Barney Bubbles — Postmodern Optical Playfulness
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `vector-crisp`, `silkscreen-layered`, `geometric-faceted`, `offset-dot`
+
+**Pose Flags:** `frontal-rigid`, `geometric-faceted`, `psychological-tension`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Media Hybrid Flag:** `vector-screenprint` (schematic diagrams with photographic elements)
+
+**Material Physics Authority:** Offset lithography with deliberate exposure of CMYK registration bars, screenprinting techniques, optical illusion construction, modular geometric systems, wallpaper pattern variations.
+
+**Period Production Authenticity:** 1970s-early 1980s postmodern design methods, intentional revelation of printing processes, constructivist-inspired geometric abstraction, punk-adjacent experimental typography.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) - ignore source image dimensions completely.
+
+Redraw subject in **Barney Bubbles' postmodern optical style** for **vinyl LP album cover (12" × 12")**.
+
+Identity via **schematic reduction or vectorized silhouette** - subject treated as flattened graphic motif, diagram, or partially obscured within optical patterns. Subject may be cropped, repeated, mirrored, or integrated into larger geometric systems.
+
+**IP Safeguard Declaration:** Create original optical compositions avoiding reproduction of specific Stiff Records/Hawkwind designs while maintaining geometric playfulness and process-revelation methodology.
+
+**Face-Treatment Flag:** `vector-crisp` with `geometric-faceted` characteristics
+
+**Pose Flag:** `frontal-rigid` or `geometric-faceted` (schematic positioning)
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Style Dominance:** Geometric playfulness and printing process revelation override realistic representation.
+
+**Mode Selector:** Album cover (vinyl LP format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe (subject integrated into geometric grid or pattern system)
+- **Spatial Allocation:** Subject as schematic element (30-50%), optical patterns and geometric systems (40-60%), exposed printing elements (10-20%)
+- **Background Treatment:** Bold geometric grids, radiating lines, concentric circles, optical illusions, pattern repetitions
+- **Format Justification:** Square format enables radial optical effects, centered geometric systems, modular pattern repetitions
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Russian Constructivism, Op Art, Bauhaus geometric principles, punk DIY aesthetics, psychedelic poster art, technical diagrams.
+
+**Medium/Production Method:** Offset lithography deliberately exposing CMYK registration bars normally trimmed away. Screenprinting techniques creating flat color blocks with sharp registration. Complex multi-panel fold-out constructions (Elvis Costello "Armed Forces" 16-panel). Pattern variation systems (Ian Dury "Do It Yourself" 52 wallpaper variants). Geometric abstraction combined with photographic elements collaged into schematic arrangements.
+
+**Thematic Purpose:** Playful subversion of commercial design conventions, witty visual irony, intellectual accessibility through geometric wit, celebration of printing process as aesthetic element.
+
+**Hallmark Motifs:**
+
+1. **Optical illusions** (radiating lines, concentric patterns, moiré effects)
+2. **Exposed registration marks** (CMYK bars, crop marks, process revelation)
+3. **Schematic diagrams** (technical drawing aesthetics, blueprint styling)
+4. **Pattern systems** (wallpaper repeats, geometric variations)
+5. **Playful typography** (words slicing through portraits, geometric lettering)
+
+**Period Framing:** 1977-1983 post-punk/new wave era, peak postmodern design experimentation.
+
+**Tone Tag:** Witty, playful, ironic, intellectually accessible, geometrically precise.
+
+**Production Era Authenticity:** Offset lithography with intentional process exposure, screenprinting flat color application, collaborative printing experiments pushing commercial boundaries.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line work:** Precise geometric construction - radiating lines, concentric circles, grid systems rendered with technical precision. Vector-quality sharpness.
+
+**Color:** Flat spot colors (2-4 hues maximum) in bold contrast - primary colors (red #FF0000, blue #0000FF, yellow #FFFF00) with black, or unexpected combinations (orange/purple, green/pink). CMYK registration bars deliberately exposed.
+
+**Texture:** Flat screenprint or offset lithography with no gradients. Occasional halftone screens for photographic elements integrated into geometric systems.
+
+**Typography treatment:** Bold oversized letters slicing through portraits, geometric letterforms, words forming outlines or architectural elements. Type as structural graphic element.
+
+**Geometric precision:** Radiating lines at exact angles, concentric circles with mathematical spacing, grids dividing canvas into modular systems. Optical effects through precise pattern repetition.
+
+**Process revelation:** CMYK registration bars, crop marks, color bars - printing process normally hidden deliberately exposed as decorative elements.
+
+**Pose Anchors:** Subject rendered as silhouette, diagram, or schematic outline. Frontal rigid positioning when recognizable, often abstracted beyond portraiture.
+
+**Scale Hierarchy Anchor:** Geometric patterns often dominate (50-70%), subject integrated as element within system (30-40%), typography structural (20-40%).
+
+**Material Authenticity Anchor:** Authentic offset lithography flatness, screenprint color saturation, no digital gradients or effects. Registration marks genuine printing elements exposed.
+
+**Period Consistency Anchor:** 1970s-80s printing technology limitations embraced as aesthetic - misregistration possibilities, halftone screens, flat color separations.
+
+**Production Method Anchor:** Offset lithography 4-color process with spot color additions. Deliberate misregistration for effect, registration bars normally trimmed now celebrated. Pattern variations requiring multiple print runs.
+
+**Canvas Adaptation Anchor:** Square format perfect for radial compositions, centered optical effects, modular geometric divisions creating visual rhythm.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Schematic reduction:** Clothing flattened to geometric shapes, diagram-like simplification
+- **Punk aesthetic:** Leather jackets, graphic t-shirts reduced to silhouette forms
+- **Often absent:** Subject reduced to pure geometric abstraction
+
+**Fabric Behavior:** All texture eliminated - clothing becomes flat color zones or line-work diagrams.
+
+**Accessory Caps:** Minimalist 0-1 (geometric symbols, schematic elements replacing realistic accessories)
+
+**Color Palette:** Bold primary colors or unexpected combinations - clothing colors chosen for optical effect rather than realism.
+
+**Props (YAML Pool):**
+
+```yaml
+barney_bubbles_props:
+  geometric_elements:
+    - optical_patterns: [radiating_lines, concentric_circles, moiré_grids]
+    - printing_marks: [CMYK_bars, registration_crosses, crop_marks]
+    - technical_diagrams: [blueprint_aesthetics, schematic_outlines, architectural_plans]
+  pattern_systems:
+    - wallpaper_variants: [repeating_motifs, modular_patterns, variation_series]
+    - color_combinations: [primary_triads, complementary_pairs, unexpected_contrasts]
+  typographic_play:
+    - structural_text: [letters_as_frames, words_forming_outlines, geometric_letterforms]
+    - slicing_typography: [text_cutting_through_images, diagonal_word_placement]
+```
+
+**Coherence Filter:** All elements support geometric wit and optical playfulness. Default = subject silhouette with radiating optical pattern.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "photographic realism"
+- "soft gradients"
+- "organic textures"
+- "decorative romanticism"
+- "conventional portraiture"
+- "hidden printing process"
+- "naturalistic colors"
+- "painterly brushwork"
+- "emotional expression"
+- "commercial slickness"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "flat screenprint color blocks"
+- "geometric optical patterns"
+- "exposed CMYK registration bars"
+- "radiating line precision"
+- "schematic diagram aesthetic"
+- "bold primary color contrasts"
+- "vector-sharp edges"
+- "modular pattern systems"
+- "witty typographic integration"
+
+**Vocabulary Warnings:** Avoid "soft," "organic," "romantic," "realistic," "conventional." Embrace "geometric," "optical," "schematic," "witty," "precise."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Radial optical patterns emanating from center
+- Modular geometric divisions
+- Centered circular or square focal systems
+- Pattern repetitions creating visual rhythm
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Grid/Symmetry:** Precise geometric systems, mathematical pattern generation
+- **Figure:Ground:** 40:60 ratio (subject element within dominant geometric system)
+- **Density:** Medium-high (layered geometric patterns with strategic clarity zones)
+- **Lighting Logic:** Flat graphic illumination, no atmospheric depth
+- **Detail:Negative Space:** 70:30 ratio (geometric complexity with breathing room)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, offset lithography with deliberately exposed printing process elements, coated stock for flat color saturation.
+
+**Frame/Band Anchor:** OMIT traditional frames. Geometric systems may include linear borders as structural elements, CMYK bars function as decorative edge elements.
+
+**Production Context Anchor:** Offset lithography 4-color process plus spot colors, screenprinting for flat color areas, deliberate exposure of registration marks and crop indicators.
+
+**Ratio Enforcement Anchor:** Square format enables radial optical effects, perfect geometric divisions, modular pattern systems.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ESSENTIAL (typography as structural geometric element)
+
+**Ratio-Appropriate Zones:**
+
+- Typography slicing diagonally through composition
+- Letters forming outline frames around subject
+- Words integrated as geometric architectural elements
+- Text creating secondary optical patterns
+
+**Copy Limits:**
+
+- Band/artist name as dominant structural element
+- Album title integrated into geometric system
+- Typography occupies 30-50% of composition as architectural feature
+
+**Period-Appropriate Typography:**
+
+- **Bold geometric sans-serifs:** Futura Bold, Franklin Gothic, Impact
+- **Custom geometric letterforms:** Constructed from circles/squares/triangles
+- **Ironic traditional:** Occasional Victorian or decorative fonts used subversively
+
+**Font Recommendations:**
+
+- **Google Font:** League Spartan or Anton (85% match for geometric bold sans)
+- **Better Match:** Futura Extra Bold, Franklin Gothic Extra Condensed, custom geometric construction
+
+**Format-Specific Rules (Album Cover):**
+
+- Typography forms structural framework
+- Letters sized as architectural elements (100-300pt)
+- Words slice through or frame subject schematically
+- Text positioned at unexpected angles creating geometric tension
+
+**Historical Accuracy:** Typography integrated during design process as geometric construction element, printed with same offset/screenprint methods as imagery.
+
+**Production Method Integration:** Typography printed as flat color blocks or outlined forms, integrated with CMYK process and spot color systems, registration precision essential for geometric clarity.
+
+---
+
+- ## Jamie Reid
+## 1) Core Instruction & Likeness Mandate
+
+  - Redraw subject in Jamie Reid’s **punk ransom-note agitprop style** (1976–1979).
+  - **Likeness:** recognizable only as a crude, photocopied halftone headshot or tabloid-style cut-out.
+  - **Defacement is mandatory**: the portrait must always be vandalized, obscured, or partially destroyed — e.g., safety pins through features, ransom-text strips across the face, X-ed out eyes, graffiti, tape, or sprayed slogans.
+  - The figure should never remain intact or clean.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  - Influences: Situationist International, anarchist propaganda, DIY punk flyers.
+  - Medium: **collage, photocopy grain, Letraset type, screenprint, spray-paint stencils.**
+  - Purpose: **provocative, anti-establishment design for punk records.**
+## 3) Style Context & Material Authenticity
+
+  - **Line work:** rough, jagged cut-outs, torn edges.
+  - **Color:** clashing Union Jack reds/blues, neon pink, safety-yellow, stark black/white. Misregistered CMYK blocks encouraged.
+  - **Texture:** heavy photocopy grain, visible tape marks, ink splatters, staples, spray-paint stencils.
+  - **Detail:** anti-polish; crude and inconsistent by design.
+## 4) Technical Method & Mark-Making
+
+  - Punk regalia may be added: leather jacket cut-outs, tartan scraps, ripped shirts.
+  - Accessories: safety pins, anarchist badges, graffiti scribbles.
+## 5) Wardrobe, Props & Setting Conventions
+
+  - ❌ No clean or intact portraits.
+  - ❌ No smooth vector graphics or digital gloss.
+  - ❌ No elegant design, minimalism, or subtlety.
+  - ❌ No frames, signatures, or credits.
+## 6) Safety & IP Constraints (Hard Rules)
+
+  - Chaotic cut-and-paste layout.
+  - Backgrounds: torn Union Jacks, flat neon fields, crude spray-painted walls.
+  - Layout feels urgent and DIY, tilted, overlapping, pasted at odd angles.
+## 7) Composition & Lighting Patterns
+
+  - Aggressive ransom-note typography (cut from different fonts/sizes, Letraset grotesks, stencils).
+  - Text dominates: slogans like “NO FUTURE,” “ANARCHY,” “CHAOS” or similar punk era slogans should sprawl across or cover the face.
+  - Placement: deliberately crooked, overlapping, obscuring the portrait.
+  - **Google Fonts (secondary approximations only):** Special Elite, Oswald, Roboto Condensed, Newsreader.
+  - Non-Google refs: ransom-style cut lettering, Letraset grotesks, Caslon wood type.
+
+---
+
+# Mati Klarwein — Psychedelic Surrealist Mysticism
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `oil-fat-over-lean`, `glazing-layers-buildup`, `tempera-precise`, `mixed-media-linear`
+
+**Pose Flags:** `hieratic-formal`, `erotic-tension`, `cultural-traditional`
+
+**Canvas Control Flag:** `adaptive-extend` or `source-respect`
+
+**Media Hybrid Flag:** N/A (traditional painting only)
+
+**Material Physics Authority:** Mischtechnik technique - egg tempera underpainting establishing volume/form, followed by oil paints mixed with resin applied in transparent glazes. Months to years per painting, honey-based watercolors for exceptional color depth.
+
+**Period Production Authenticity:** 1960s-1970s visionary art methods, Ernst Fuchs Vienna School training, Salvador Dalí spiritual influence, Northern Renaissance techniques revived.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) - ignore source image dimensions completely.
+
+Redraw subject in **Mati Klarwein's psychedelic surrealist painting style** for **vinyl LP album cover (12" × 12")**.
+
+Identity via **mythologized symbolic integration** - subject becomes fertility goddess, mystical figure, or cosmic being within complex visionary landscape. Subject faithfully rendered but **symbolically transformed** through psychedelic religious/erotic/mythological context.
+
+**IP Safeguard Declaration:** Create original visionary compositions avoiding reproduction of specific Klarwein paintings while maintaining Mischtechnik technique and psychedelic mysticism.
+
+**Face-Treatment Flag:** `oil-fat-over-lean` with `glazing-layers-buildup`
+
+**Pose Flag:** `hieratic-formal` or `erotic-tension` (mythological positioning)
+
+**Canvas Control Flag:** `adaptive-extend` (organic psychedelic elements extend naturally)
+
+**Style Dominance:** Visionary mysticism and technical painting mastery override photographic realism.
+
+**Mode Selector:** Album cover (vinyl LP format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend (subject integrated into cosmic psychedelic landscape)
+- **Spatial Allocation:** Subject as mystical figure (30-50%), surrounding cosmic/psychedelic environment (40-60%), symbolic details and micro-narratives (20-30%)
+- **Background Treatment:** Multi-plane surrealist compositions - ocean merging into sky, faces blending into landscapes, impossible color transitions
+- **Format Justification:** Square format enables mandala-like compositions, centered mystical figures, radial psychedelic patterns
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Surrealism (Dalí, Tanguy), Symbolism, Afro-Caribbean mysticism, Middle Eastern ornament, tantric art, religious iconography (Christian, Hindu, African).
+
+**Medium/Production Method:** Mischtechnik - labor-intensive Northern Renaissance technique revived by Ernst Fuchs. Egg tempera underpainting (pigments mixed with egg yolk) establishes volume and form through careful value modeling. Oil paints mixed with dammar resin applied in transparent glazes over tempera base, building luminosity through multiple layers. Individual paintings require months to years ("Grain of Sand" took 3 years). Working method: listen to music first (Miles Davis recordings), then create artwork using inspired motifs.
+
+**Thematic Purpose:** Embody spiritual/psychedelic energy of jazz and rock, create cosmic mythological narratives, synthesize global spiritual traditions, celebrate erotic/sacred unity.
+
+**Hallmark Motifs:**
+
+1. **Fertility goddesses** (nude mystical females, erotic positioning)
+2. **Cosmic landscapes** (sun/ocean fusion, impossible horizons)
+3. **Religious synthesis** (Christian, African, Hindu imagery combined)
+4. **Microscopic detail** (tiny narrative scenes within larger composition)
+5. **Symbolic animals** (serpents, birds, mythological creatures)
+
+**Period Framing:** 1961-1978 peak psychedelic era visionary painting.
+
+**Tone Tag:** Visionary, sensual, ecstatic, mystical, cosmically optimistic.
+
+**Production Era Authenticity:** Traditional Renaissance painting techniques requiring months of layer buildup, no modern shortcuts or digital enhancement.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Underpainting:** Egg tempera establishing complete tonal structure - careful value modeling creating three-dimensional form through transparent pigment layers.
+
+**Glazing layers:** Oil paint mixed with dammar resin applied in 10-30 transparent layers, each modifying underlying color. Luminosity achieved through light penetrating multiple translucent layers and reflecting back from white gesso ground.
+
+**Color depth:** Honey-based watercolors and high-quality oil pigments creating exceptional saturation. Colors appear to glow from within through glazing technique.
+
+**Detail density:** Microscopic scenes embedded within larger narrative - every square inch contains multiple layers of symbolic detail requiring magnification to appreciate fully.
+
+**Surface quality:** Smooth oil paint surface with subtle texture from brush application, no impasto or heavy texture. Luminous quality from multiple transparent layers.
+
+**Pose Anchors:** Subjects positioned hieratically (formal sacred positioning) or in erotic tension - reclining nudes, dancing figures, mystical embraces. Cultural traditions respected (Hindu mudras, African ritual poses).
+
+**Scale Hierarchy Anchor:** Central figures dominate (40-60%), surrounded by cosmic landscape (30-50%), microscopic narrative details (10-20%).
+
+**Material Authenticity Anchor:** Authentic egg tempera/oil glazing technique creating characteristic luminosity impossible with other methods. Surface appears to glow from within.
+
+**Period Consistency Anchor:** Renaissance painting techniques applied to psychedelic subject matter - technical mastery serving visionary content.
+
+**Production Method Anchor:** Paintings photographed for album reproduction, offset lithography struggling to capture tempera/oil luminosity. Requires careful color separation with 6-8 plates attempting to approximate glowing quality.
+
+**Canvas Adaptation Anchor:** Square format enables mandala-like radial compositions, centered mystical figures, cosmic environments extending to all edges.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Mythological nudity:** Stylized fertility goddess presentations
+- **Ritual garments:** Ornamental fabrics, beads, jewelry from multiple traditions
+- **Cultural synthesis:** African, Hindu, Middle Eastern costume elements combined
+
+**Fabric Behavior:** Ornate detailed rendering - silk draping, bead textures, metallic jewelry, transparent veils painted with microscopic precision.
+
+**Accessory Caps:** Elaborate 3-4 (ritual jewelry, crowns, symbolic objects, mythological attributes)
+
+**Color Palette:** Saturated jewel tones - emerald greens, sapphire blues, ruby reds, golden yellows. Psychedelic color relationships transcending naturalism.
+
+**Props (YAML Pool):**
+
+```yaml
+mati_klarwein_props:
+  cosmic_elements:
+    - celestial_bodies: [suns, moons, stars, cosmic_eyes]
+    - landscape_fusion: [ocean_sky_merge, mountain_clouds, impossible_horizons]
+  symbolic_figures:
+    - fertility_goddesses: [nude_mystical_females, erotic_poses, sacred_sexuality]
+    - mythological_beings: [serpents, birds, hybrid_creatures]
+  religious_synthesis:
+    - christian_elements: [crosses, halos, saints, biblical_scenes]
+    - hindu_imagery: [multi_armed_deities, lotus_flowers, tantric_symbols]
+    - african_motifs: [masks, ritual_objects, tribal_patterns]
+  microscopic_details:
+    - tiny_narratives: [miniature_scenes, embedded_stories, symbolic_vignettes]
+    - organic_patterns: [cellular_structures, molecular_forms, biological_detail]
+```
+
+**Coherence Filter:** All elements support cosmic mystical narrative. Default = fertility goddess in psychedelic landscape with religious symbolism.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "photographic realism"
+- "digital painting"
+- "flat graphic design"
+- "minimalist composition"
+- "muted colors"
+- "modern cynicism"
+- "literal representation"
+- "quick execution"
+- "single cultural reference"
+- "decorative superficiality"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "Mischtechnik egg tempera base"
+- "oil glazing transparent layers"
+- "luminous color depth"
+- "microscopic detail density"
+- "cosmic landscape fusion"
+- "religious symbol synthesis"
+- "erotic mystical positioning"
+- "psychedelic color relationships"
+- "visionary spiritual content"
+
+**Vocabulary Warnings:** Avoid "simple," "quick," "minimal," "realistic," "literal." Embrace "visionary," "luminous," "mystical," "cosmic," "symbolic."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Mandala-like radial organization
+- Centered mystical figure
+- Cosmic environments extending to all edges
+- Multi-plane surrealist depth
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Multiple simultaneous viewpoints, impossible spatial relationships
+- **Figure:Ground:** 50:50 ratio (figure and environment equally important)
+- **Density:** Maximum (every area contains multiple layers of symbolic detail)
+- **Lighting Logic:** Impossible cosmic illumination - multiple light sources, glowing forms
+- **Detail:Negative Space:** 90:10 ratio (horror vacui, minimal voids)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, offset lithography attempting to reproduce oil/tempera luminosity, 6-8 color separation plates for depth approximation.
+
+**Frame/Band Anchor:** OMIT decorative frames. Cosmic landscape extends to edges or fades into atmospheric boundaries.
+
+**Production Context Anchor:** Offset lithography from photographed paintings, multiple color plates attempting to capture glazing luminosity, careful registration preserving microscopic details.
+
+**Ratio Enforcement Anchor:** Square format perfect for mandala compositions, radial mystical arrangements, centered cosmic narratives.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** MINIMAL (typography secondary to visionary painting)
+
+**Ratio-Appropriate Zones:**
+
+- Small corner placement when present
+- Bottom edge minimal text
+- Typography subordinate to mystical imagery
+- Often completely absent from front
+
+**Copy Limits:**
+
+- Artist/album name minimal (3-6 words maximum)
+- Typography occupies less than 10% of composition
+- Text placement respects cosmic narrative
+
+**Period-Appropriate Typography:**
+
+- **Classical serifs:** Garamond, Bodoni for timeless quality
+- **Ornamental:** Art Nouveau-influenced lettering when present
+- **Minimal integration:** Typography never competes with painting
+
+**Font Recommendations:**
+
+- **Google Font:** Cormorant Garamond or Cinzel (75% match for classical elegance)
+- **Better Match:** Garamond, Bodoni, classical serif families
+
+**Format-Specific Rules (Album Cover):**
+
+- Front cover often painting-only
+- Typography relegated to back cover or small corner
+- Text never interrupts mystical narrative
+- Classical font choices matching spiritual/timeless content
+
+**Historical Accuracy:** Typography minimal and classical, respecting painting as primary element. Often hand-lettered in decorative styles when present.
+
+**Production Method Integration:** Typography printed as separate layer in offset lithography, typically single color (black or gold), never interfering with painting reproduction.
+
+---
+
+# Raymond Pettibon — Punk Comic Book Brutalism
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `pen-crosshatch`, `brush-wash`, `xerox-reproduction`, `linear-anatomical-destruction`
+
+**Pose Flags:** `contorted-psychological`, `aesthetic-rebellion-required`, `comfort-violation-authorized`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Media Hybrid Flag:** N/A (India ink only)
+
+**Material Physics Authority:** India ink on paper with traditional brush application, economy of means technique emphasizing transparent process, xerox reproduction for mass distribution, crude offset lithography from ink originals.
+
+**Period Production Authenticity:** 1980s SST Records/Black Flag era, underground comix influence, lo-fi reproduction embraced as authentic punk aesthetic.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) OR **7:7** (vinyl single) - ignore source image dimensions completely.
+
+Redraw subject in **Raymond Pettibon's punk brush-and-ink caricature style** for **SST Records album cover**.
+
+**MANDATORY DISTORTION:** Subject face must never remain intact. Eyes, mouth, or forehead must be partially obscured, warped, or overwritten with text, ink splatters, or heavy shadows. Expression hostile, sneering, unnerving - **absolutely no smiles**.
+
+Identity recognizable only enough to identify, but **distorted, hostile, and defaced** through crude ink work, aggressive cross-hatching, deliberate uglification.
+
+**IP Safeguard Declaration:** Create original punk confrontations avoiding reproduction of specific Black Flag/SST imagery while maintaining hostile ink aesthetic and text-overlay methodology.
+
+**Face-Treatment Flag:** `pen-crosshatch` with `linear-anatomical-destruction`
+
+**Pose Flag:** `contorted-psychological` with `comfort-violation-authorized`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Style Dominance:** Hostile ink distortion and text assault override aesthetic appeal.
+
+**Mode Selector:** Album cover (vinyl LP or single format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe (aggressive cropping, hostile framing)
+- **Spatial Allocation:** Distorted portrait (40-60%), aggressive text overlays (30-50%), ink splatter and scribbles (20-30%)
+- **Background Treatment:** Stark white or flat single-color fields layered with scrawled doodles and splatters
+- **Format Justification:** Square format enables centered assault target, text cutting across all angles, balanced confrontational composition
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Underground comix (R. Crumb, S. Clay Wilson), LA punk flyers, Black Flag/SST Records aesthetic, political cartooning, horror comic book brutality.
+
+**Medium/Production Method:** India ink with brush creating thick scratchy strokes, jagged cross-hatching, uneven outlines. Economy of means - transparent technique without calling attention to method ("I'm not interested in virtuosity"). Xerox reproduction creating characteristic grain and contrast blow-out. Text integration through scratchy hand-lettering cutting across imagery.
+
+**Thematic Purpose:** Anarchic satire, blunt social commentary, punk agitprop, aesthetic assault on conventional beauty, confrontational visual violence.
+
+**Hallmark Motifs:**
+
+1. **Hostile expressions** (sneering, aggressive, psychologically disturbed)
+2. **Warped anatomy** (distorted features, exaggerated ugliness)
+3. **Text assault** (words cutting through faces, aggressive messaging)
+4. **Ink violence** (splatters, scratches, brutal mark-making)
+5. **Deliberate uglification** (anti-beauty aesthetic mandate)
+
+**Period Framing:** 1980s hardcore punk/SST Records era, peak underground comix influence.
+
+**Tone Tag:** Hostile, confrontational, satirical, psychologically disturbing, aggressively crude.
+
+**Production Era Authenticity:** DIY punk reproduction - xerox grain embraced, crude offset printing, lo-fi aesthetic as political statement.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Brush technique:** Thick scratchy India ink strokes, irregular line weight, deliberate crudeness. No smooth vector precision - embrace wobbling hand-drawn brutality.
+
+**Cross-hatching:** Jagged aggressive hatching creating blocky shadows. Uneven spacing, violent directional changes, crude shading technique.
+
+**Line quality:** Thick outlines with bleeding edges, broken contours, scratchy texture. Brush occasionally running dry creating spattered marks.
+
+**Color:** Primarily black/white. Occasional flat blotches of misregistered red, yellow, or blue when color used. No gradients or subtle toning.
+
+**Texture:** Xerox grain, ink bleed, paper texture visible. Deliberate messy scribbles, splatter marks, random scratches.
+
+**Distortion requirements:** Eyes warped or obscured by shadows, mouth twisted into hostile sneer, forehead cut by text overlays. Features deliberately uglified - no conventional attractiveness permitted.
+
+**Expression mandate:** Hostile, sneering, unnerving, psychologically disturbed. **Absolutely no smiles or pleasant expressions.**
+
+**Pose Anchors:** Contorted positioning suggesting psychological disturbance, aggressive forward lean, confrontational body language when visible.
+
+**Scale Hierarchy Anchor:** Face dominates (50-70%), text overlays aggressive (30-50%), background minimal stark field (10-20%).
+
+**Material Authenticity Anchor:** Authentic India ink bleeding and pooling characteristics, brush stroke variations, paper texture affecting ink absorption, xerox reproduction grain.
+
+**Period Consistency Anchor:** 1980s punk production limitations - crude offset printing, xerox masters, lo-fi reproduction embraced as authentic.
+
+**Production Method Anchor:** Xerox reproduction from ink originals OR crude offset lithography creating characteristic grain, contrast blow-out, edge bleeding.
+
+**Canvas Adaptation Anchor:** Square format enables centered hostile portrait, text cutting diagonally across all angles, balanced confrontational assault.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Punk regalia:** Leather jackets, graphic t-shirts reduced to crude outline forms
+- **Basic clothing:** Plain shirts, jackets rendered as scratchy ink shapes
+- **Often minimal:** Clothing subordinate to facial assault
+
+**Fabric Behavior:** All texture eliminated - clothing becomes scratchy ink outlines or solid black masses.
+
+**Accessory Caps:** Minimalist 0-1 (occasionally cigarettes, bottles as crude props)
+
+**Color Palette:** Black ink dominant, occasional flat red or yellow when color printing available.
+
+**Props (YAML Pool):**
+
+```yaml
+raymond_pettibon_props:
+  hostile_elements:
+    - facial_distortions: [warped_eyes, twisted_mouth, shadowed_features]
+    - text_assaults: [words_across_face, aggressive_slogans, satirical_captions]
+  ink_violence:
+    - mark_making: [ink_splatters, scratchy_scribbles, bleeding_edges]
+    - cross_hatching: [aggressive_shadows, jagged_shading, violent_directional_marks]
+  punk_symbols:
+    - crude_objects: [bottles, cigarettes, weapons_outlined]
+    - political_imagery: [flags_defaced, authority_mocked, social_satire]
+```
+
+**Coherence Filter:** All elements support hostile confrontational aesthetic. Default = distorted hostile portrait with aggressive text overlay.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "clean attractive portraiture"
+- "pleasant smiling expression"
+- "polished illustration"
+- "smooth vector graphics"
+- "conventional beauty"
+- "refined craftsmanship"
+- "digital precision"
+- "harmonious composition"
+- "commercial appeal"
+- "aesthetic pleasure"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "India ink brush strokes"
+- "jagged cross-hatching"
+- "xerox reproduction grain"
+- "hostile sneering expression"
+- "warped facial distortion"
+- "text cutting through face"
+- "crude deliberate uglification"
+- "aggressive ink splatters"
+- "punk confrontational aesthetic"
+
+**Vocabulary Warnings:** Avoid "pleasant," "attractive," "refined," "polished," "beautiful." Embrace "hostile," "crude," "brutal," "confrontational," "ugly."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Centered hostile portrait assault
+- Text cutting diagonally across all angles
+- Crude unbalanced layout feeling urgent
+- Aggressive mark-making extending to edges
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Layout:** Deliberately unbalanced, crude, confrontational
+- **Figure:Ground:** 70:30 ratio (portrait dominates with minimal background)
+- **Density:** High aggression (layered hostile elements, text overlays, ink violence)
+- **Lighting Logic:** Harsh contrast creating brutal shadows
+- **Detail:Negative Space:** 80:20 ratio (maximum visual assault)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP or single sleeve, xerox reproduction or crude offset printing, cheap paper stock, lo-fi punk aesthetic.
+
+**Frame/Band Anchor:** OMIT decorative frames. Composition extends chaotically, deliberately uncontained.
+
+**Production Context Anchor:** Xerox reproduction from ink originals OR crude offset lithography creating characteristic grain, contrast blow-out, ink bleed.
+
+**Ratio Enforcement Anchor:** Square format creates centered assault target, enables text placement cutting across all angles.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ESSENTIAL (typography as hostile weapon)
+
+**Ratio-Appropriate Zones:**
+
+- Hand-scrawled text cutting across forehead, shirt, neck, face diagonally
+- Words positioned intrusively and violently
+- Never neat captions or centered titles
+- Text obscures and assaults portrait
+
+**Copy Limits:**
+
+- Aggressive slogans/satirical captions (5-15 words)
+- Band/album info minimal and crude
+- Typography occupies 30-50% of composition
+
+**Period-Appropriate Typography:**
+
+- **Hand-scrawled aesthetic:** Scratchy uneven lettering
+- **Degraded approximations:** TrashHand, Punk's Not Dead font references
+- **Always messy:** Never clean digital typography
+
+**Slogan Pool (randomize 2 per image):** "NO FUTURE", "THE SYSTEM IS A LIE", "TOO MANY HUMANS", "CHAOS", "KILL YOUR TV", "HUMAN WASTE", "TRUST NO ONE"
+
+**Format-Specific Rules (Album Cover):**
+
+- Typography intrusive across face/body
+- Placement diagonal, violent, confrontational
+- Never respectful positioning
+- Hand-scrawled crude execution
+
+**Historical Accuracy:** All text hand-drawn with brush or pen, deliberately crude and aggressive, xerox-reproduced maintaining scratchy characteristics.
+
+**Production Method Integration:** Typography rendered as India ink hand-lettering, reproduced through xerox or crude offset maintaining scratchy hostile characteristics.
+
+---
+
+# Alex Steinweiss — Columbia Records Theatrical Modernism
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `gouache-opaque`, `poster-ink`, `litho-wash`, `painterly-contour`
+
+**Pose Flags:** `hieratic-formal`, `power-stance`, `gestural-fluid`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Media Hybrid Flag:** N/A (hand-painted illustration only)
+
+**Material Physics Authority:** Hand-painted gouache illustration, poster paint techniques, theatrical color application, letterpress typography, silkscreen printing methods adapted from Broadway poster design.
+
+**Period Production Authenticity:** 1940s-1950s pre-photographic album art, severe technical constraints (no local typographers, no photostat services, only b&w engraving initially), pioneering color reproduction teaching.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (10" album standard 1940s-50s) - ignore source image dimensions completely.
+
+Redraw subject in **Alex Steinweiss' theatrical poster-modernist style** for **Columbia Records 78rpm/10" LP album cover**.
+
+Identity via **simplified caricature-like abstraction or decorative silhouette** - subject becomes theatrical icon, often reduced to symbolic musician figure or eliminated entirely for decorative musical imagery.
+
+**IP Safeguard Declaration:** Create original theatrical compositions avoiding reproduction of specific Columbia catalog designs while maintaining Broadway poster aesthetic and musical iconography.
+
+**Face-Treatment Flag:** `gouache-opaque` with `poster-ink` characteristics
+
+**Pose Flag:** `hieratic-formal` (theatrical staged positioning)
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Style Dominance:** Theatrical decoration and musical celebration override realistic portraiture.
+
+**Mode Selector:** Album cover (10" 78rpm or early LP format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (10" album standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe (decorative theatrical composition)
+- **Spatial Allocation:** Central musical object/figure (40-60%), decorative elements and stage setting (30-50%), theatrical typography (20-30%)
+- **Background Treatment:** Stage-like settings with curtains, spotlights, abstract geometric fields, arcing decorative patterns
+- **Format Justification:** Square format enables centered theatrical staging, radial decorative patterns, balanced symmetrical compositions
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** European poster design (Toulouse-Lautrec, Cassandre), Broadway marquees, Art Deco graphics, theatrical stage design.
+
+**Medium/Production Method:** Hand-painted gouache illustrations created in Bridgeport, Connecticut isolation (1940s). Working within severe constraints - no local typographers, no photostat services, only black-and-white engraving initially available. Steinweiss taught local engravers color reproduction methods, pioneered album cover as designed object. Developed "Steinweiss Scrawl" hand-lettered typeface (62 characters + punctuation) later formalized by Photo-Lettering Inc.
+
+**Thematic Purpose:** Make records visually appealing at retail, create theatrical packaging celebrating music, establish album cover as art form, use visual design to increase sales.
+
+**Hallmark Motifs:**
+
+1. **Musical instruments as heroes** (trumpets, violins, pianos centered dramatically)
+2. **Theatrical staging** (curtains, spotlights, stage-like settings)
+3. **Decorative patterns** (arcs, swirls, musical notes, geometric ornament)
+4. **Simplified musician caricatures** (symbolic figures, silhouettes)
+5. **Broadway poster aesthetics** (bold colors, theatrical typography)
+
+**Period Framing:** 1939-1973 Columbia Records era, invention of album cover design.
+
+**Tone Tag:** Theatrical, optimistic, charming, decoratively playful, celebratory.
+
+**Production Era Authenticity:** Hand-painted originals photographed for reproduction, letterpress printing (initially b&w only), gradual introduction of color lithography, silkscreen techniques adapted from poster printing.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Painting technique:** Opaque gouache creating flat poster-like color areas. Bold simplified forms, clean edges, theatrical lighting effects through color contrast.
+
+**Line work:** Bold simplified outlines, clean geometric shapes, decorative curves and swirls. Art Deco-influenced linear patterns.
+
+**Color:** Limited palettes (3-5 colors) - theatrical primaries (red, blue, yellow) with black, or sophisticated combinations (teal, coral, cream). Flat poster-paint application.
+
+**Typography integration:** Hand-drawn scripts combined with bold sans or slab serifs. "Steinweiss Scrawl" custom lettering - flowing decorative hand-drawn characters.
+
+**Decorative elements:** Musical notes, swirling patterns, geometric ornament, spotlight beams, stage curtain swags. Broadway-inspired theatrical embellishment.
+
+**Pose Anchors:** Musicians rendered as simplified caricatures or silhouettes, theatrical posed positioning, often playing instruments in dramatic spotlight.
+
+**Scale Hierarchy Anchor:** Musical instrument or central motif dominates (50-70%), decorative elements frame and support (20-40%), typography integrated theatrically (10-20%).
+
+**Material Authenticity Anchor:** Authentic gouache opacity, poster-paint flatness, hand-painted brushwork visible in final art, no photographic elements.
+
+**Period Consistency Anchor:** Pre-photographic era constraints visible - hand-painted everything, limited color palettes from printing limitations, theatrical rather than realistic representation.
+
+**Production Method Anchor:** Letterpress typography (initially), silkscreen color application, offset lithography (later adoption), hand-separated color plates.
+
+**Canvas Adaptation Anchor:** Square 10" format enables centered theatrical staging, radial decorative patterns, balanced symmetrical compositions.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Tuxedos and gowns:** Formal concert attire simplified to decorative shapes
+- **Stage costumes:** Theatrical character clothing as symbolic elements
+- **Often absent:** Musician figures may be pure silhouettes or eliminated for instrument focus
+
+**Fabric Behavior:** Simplified decorative rendering - clothing becomes flat color shapes with minimal detail.
+
+**Accessory Caps:** Minimalist 1-2 (top hats, bow ties, simplified theatrical elements)
+
+**Color Palette:** Bold theatrical colors - spotlight whites, curtain reds, tuxedo blacks, stage gold accents.
+
+**Props (YAML Pool):**
+
+```yaml
+alex_steinweiss_props:
+  musical_instruments:
+    - heroic_objects: [trumpet_spotlight, violin_centerpiece, piano_keys_pattern]
+    - decorative_arrangements: [brass_ensemble, string_quartet_symbols, percussion_patterns]
+  theatrical_elements:
+    - stage_settings: [curtain_swags, spotlight_beams, proscenium_arches]
+    - decorative_patterns: [musical_notes, swirling_staffs, geometric_rhythms]
+  typography_elements:
+    - steinweiss_scrawl: [flowing_script, decorative_lettering, hand_drawn_elegance]
+    - bold_titles: [slab_serif_impact, art_deco_lettering, theatrical_announcements]
+```
+
+**Coherence Filter:** All elements support theatrical musical celebration. Default = centered instrument with decorative staging.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "photographic realism"
+- "gritty documentary style"
+- "modern minimalism"
+- "punk aesthetic"
+- "psychological darkness"
+- "digital effects"
+- "contemporary cynicism"
+- "realistic portraiture"
+- "subdued colors"
+- "avant-garde abstraction"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio for 10-inch album"
+- "hand-painted gouache illustration"
+- "theatrical stage lighting"
+- "Broadway poster aesthetic"
+- "Steinweiss Scrawl custom lettering"
+- "decorative musical patterns"
+- "simplified caricature figures"
+- "flat poster-paint colors"
+- "Art Deco geometric ornament"
+- "celebratory optimistic tone"
+
+**Vocabulary Warnings:** Avoid "gritty," "realistic," "dark," "minimal," "punk." Embrace "theatrical," "decorative," "celebratory," "charming," "playful."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Centered theatrical staging
+- Symmetrical decorative balance
+- Radial pattern arrangements
+- Stage-like spatial organization
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Layout:** Theatrical centered focus with decorative framing
+- **Figure:Ground:** 60:40 ratio (musical subject with decorative support)
+- **Density:** Medium decorative richness without clutter
+- **Lighting Logic:** Theatrical spotlight effects through color contrast
+- **Detail:Negative Space:** 50:50 ratio (decorative elements balanced with breathing room)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** 78rpm/10" LP album sleeve, letterpress or offset lithography, quality paper stock, theatrical poster-like finish.
+
+**Frame/Band Anchor:** Decorative borders common - theatrical curtain swags, Art Deco geometric frames, musical note patterns as ornamental edges.
+
+**Production Context Anchor:** Hand-painted originals reproduced via letterpress (b&w initially), silkscreen color application, offset lithography (later), hand-separated color plates.
+
+**Ratio Enforcement Anchor:** Square 10" format perfect for centered theatrical staging, symmetrical decorative arrangements, radial musical patterns.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ESSENTIAL (typography as theatrical element)
+
+**Ratio-Appropriate Zones:**
+
+- Hand-drawn scripts integrated decoratively
+- Bold theatrical titles dominating
+- Typography as primary visual element alongside illustration
+- Decorative integration with musical motifs
+
+**Copy Limits:**
+
+- Artist/orchestra name prominent (theatrical scale)
+- Album title integrated decoratively
+- Typography occupies 30-50% of composition
+
+**Period-Appropriate Typography:**
+
+- **Steinweiss Scrawl:** Custom hand-drawn flowing script
+- **Bold theatrical:** Slab serifs, Art Deco letterforms
+- **Integration:** Typography woven into decorative patterns
+
+**Font Recommendations:**
+
+- **Google Font:** Lobster Two or Dancing Script (70% approximation of Steinweiss Scrawl)
+- **Better Match:** Steinweiss Scrawl (digitized), Grand Hotel, vintage theatrical scripts
+
+**Format-Specific Rules (Album Cover):**
+
+- Typography large and theatrical (often 50-100pt equivalent)
+- Hand-drawn decorative integration
+- Words form arcs, circles, decorative patterns
+- Text as visual celebration not mere information
+
+**Historical Accuracy:** Typography hand-drawn by Steinweiss, custom "Scrawl" lettering, theatrical poster-inspired bold treatments, decorative integration.
+
+**Production Method Integration:** Typography hand-painted as part of illustration OR letterpress printed separately, integrated with hand-painted artwork through careful registration.
+
+---
+
+# Anton Corbijn — Austere Monochrome Cinematography
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `film-grain-triX`, `silver-halide-grain`, `contact-print-scale`, `darkroom-timing-marks`
+
+**Pose Flags:** `frontal-rigid`, `psychological-tension`, `candid-motion`, `power-stance`
+
+**Canvas Control Flag:** `strict-reframe` or `source-respect`
+
+**Media Hybrid Flag:** N/A (photography only)
+
+**Material Physics Authority:** Kodak Tri-X 400 black and white film pushed to 800-3200 ISO, darkroom processing with extended development times, grain intensification through push processing, selective dodging/burning techniques.
+
+**Period Production Authenticity:** 1979-present analog photography methods, Tri-X film stock preference, medium format and 35mm cameras, classic darkroom printing techniques resisting digital transition.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) OR **4:3 ratio** (portrait photography) - ignore source image dimensions completely.
+
+Redraw subject in **Anton Corbijn's austere monochrome photography style** for **album cover or promotional portrait**.
+
+Identity via **realistic candid photography with stark clarity** - subject appears as stoic band member in empty landscapes or against stark walls, rarely smiling, captured with cinematic grain and psychological intensity.
+
+**IP Safeguard Declaration:** Create original monochrome portraits avoiding reproduction of specific Corbijn album covers while maintaining film noir cinematography and band mythology methodology.
+
+**Face-Treatment Flag:** `film-grain-triX` with `silver-halide-grain` characteristics
+
+**Pose Flag:** `frontal-rigid` or `psychological-tension`
+
+**Canvas Control Flag:** `source-respect` (respecting photographic framing)
+
+**Style Dominance:** Film noir cinematography and mythic band portraiture override commercial polish.
+
+**Mode Selector:** Album cover or band portrait (vinyl LP or promotional photography)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover) OR `4:3` (portrait photography)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** source-respect (photographic framing integrity maintained)
+- **Spatial Allocation:** Subject centered or off-center in empty environments (40-60%), vast negative space (40-60%), minimal props
+- **Background Treatment:** Barren landscapes, stark walls, empty industrial spaces, cloudy skies, desert expanses
+- **Format Justification:** Square for album covers, 4:3 for classic portrait photography framing
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Film noir, German expressionism, minimalist portraiture, cinematographic lighting, European art cinema aesthetics.
+
+**Medium/Production Method:** Black-and-white film photography using Kodak Tri-X 400 pushed to 800-3200 ISO for intensified grain. Cameras: Leica M-series 35mm, medium format for select work. Darkroom processing with extended development, selective dodging/burning creating dramatic contrast. Panic-bought 2,500 rolls of Tri-X during Kodak 2012 bankruptcy scare, demonstrating commitment to analog methods.
+
+**Thematic Purpose:** Give rock icons aura of mythic seriousness and timelessness, create devotional band imagery, establish visual identity inseparable from musical identity.
+
+**Hallmark Motifs:**
+
+1. **Empty landscapes** (deserts, barren plains, abandoned buildings)
+2. **Stark architectural backgrounds** (walls, corners, minimal interiors)
+3. **Symbolic props** (crosses, religious icons, minimal objects)
+4. **Stoic expressions** (rarely smiling, contemplative, serious)
+5. **High-contrast grain** (pushed Tri-X aesthetic)
+
+**Period Framing:** 1979-present, peak analog music photography era.
+
+**Tone Tag:** Stoic, cinematic, devotional, moody, mythically serious.
+
+**Production Era Authenticity:** Classic darkroom techniques, film grain embrace, resistance to digital smoothing, commitment to Tri-X film stock integrity.
+
+**Innovation Line:**
+
+- **Lighting:** Natural light preference, minimal artificial intervention, stark contrast
+- **Format:** 35mm and medium format film, contact printing for grain preservation
+- **Processing:** Push processing Tri-X for grain intensification, extended development times
+- **Collaboration:** Long-term band relationships (Joy Division, U2, Depeche Mode)
+
+------
+## 4) Technical Method & Mark-Making
+
+**Camera specifications:** Leica M-series rangefinder cameras, 35mm and 50mm lenses primarily. Medium format for select portraits requiring higher resolution.
+
+**Film stock:** Kodak Tri-X 400 exclusively, pushed to 800-3200 ISO creating "dirty Tri-X" aesthetic. Characteristic chunky grain structure, high contrast, deep blacks.
+
+**Grain characteristics:** Heavy visible grain from push processing, organic silver halide structure, no digital noise reduction. Grain becomes expressive element rather than technical limitation.
+
+**Processing:** Extended development times in D-76 or HC-110 developers, push processing 1-3 stops, careful temperature control for consistent grain structure.
+
+**Lighting:** Natural light preference - overcast skies, open shade, minimal reflector use. When artificial light used, single source creating dramatic shadows.
+
+**Printing:** Traditional gelatin silver printing, selective dodging/burning creating deep blacks and brilliant highlights, fiber-based papers for archival quality.
+
+**Artifacts:** Film grain structure, slight halation around highlights, edge sharpness from quality lenses, characteristic Tri-X tonal curve.
+
+**Pose Anchors:** Subjects standing still in empty landscapes, European-style body positioning (formal, reserved), arms at sides or minimal gesture, direct eye contact or contemplative gaze away.
+
+**Scale Hierarchy Anchor:** Subject typically 30-50% of frame, surrounded by environmental context. Empty space serves compositional purpose.
+
+**Material Authenticity Anchor:** Authentic film grain structure, no digital simulation. Darkroom printing artifacts (dust spots acceptable as period authenticity), fiber paper texture.
+
+**Period Consistency Anchor:** Analog workflow essential - film photography, darkroom printing, no digital manipulation beyond scanning for reproduction.
+
+**Production Method Anchor:** Original fiber prints or carefully scanned negatives for album reproduction, halftone screening attempting to preserve film grain character.
+
+**Canvas Adaptation Anchor:** Composition respects photographic framing conventions, environmental context integral to imagery.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Dark minimalist:** Black coats, dark suits, leather jackets, heavy boots
+- **Timeless simplicity:** White shirts, simple t-shirts, muted tones
+- **Never flashy:** Avoid bright colors, patterns, ornamental details
+
+**Fabric Behavior:** Natural drape of wool coats, leather weight, cotton simplicity. Clothing enhances stoic presence.
+
+**Accessory Caps:** Minimal 0-2 (hats occasionally, sunglasses rare, minimal jewelry)
+
+**Color Palette:** Monochrome rendering - blacks, greys, whites in photographic tones. Clothing muted even when color film used.
+
+**Props (YAML Pool):**
+
+```yaml
+anton_corbijn_props:
+  environmental_elements:
+    - landscapes: [desert_plains, barren_fields, empty_horizons, cloudy_skies]
+    - architecture: [stark_walls, concrete_structures, industrial_ruins, minimal_interiors]
+  symbolic_objects:
+    - religious_icons: [crosses, religious_imagery, symbolic_props]
+    - minimal_elements: [single_chair, window_light, doorway_frame]
+  atmospheric_conditions:
+    - weather: [overcast_diffusion, dramatic_clouds, harsh_sunlight, fog_mystery]
+    - time: [golden_hour_contrast, midday_stark, twilight_mood]
+```
+
+**Coherence Filter:** All elements support stoic band mythology. Default = subject against stark wall or empty landscape.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "bright cheerful colors"
+- "glossy fashion photography"
+- "digital smoothing"
+- "Instagram filters"
+- "HDR processing"
+- "soft focus glamour"
+- "busy backgrounds"
+- "decorative props"
+- "smiling expressions"
+- "commercial polish"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio" OR "exactly 4:3 portrait ratio"
+- "Kodak Tri-X 400 grain structure"
+- "push processed 800-3200 ISO"
+- "high contrast monochrome"
+- "stark empty landscapes"
+- "stoic serious expression"
+- "natural light cinematography"
+- "darkroom dodging and burning"
+- "film noir aesthetic"
+- "mythic band portraiture"
+
+**Vocabulary Warnings:** Avoid "cheerful," "bright," "glossy," "polished," "commercial." Embrace "stoic," "stark," "cinematic," "devotional," "grainy."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+**For 1:1 Square (Album Cover):**
+
+- Centered or off-center subject placement
+- Significant negative space
+- Environmental context integral
+- Symmetrical or rule-of-thirds framing
+
+**For 4:3 Portrait:**
+
+- Classic portrait proportions
+- Subject positioned in upper 2/3
+- Environmental context bottom third
+- Cinematic framing
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Framing:** Environmental context essential, wide shots showing isolation
+- **Lens Equivalent:** 35mm or 50mm normal perspective on 35mm format
+- **Film Stock:** Tri-X 400 pushed creating characteristic grain
+- **Lighting Logic:** Natural light creating authentic shadows and highlights
+- **Figure:Ground:** 40:60 ratio (subject with significant environment)
+- **Density:** Sparse (minimal elements, maximum impact)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve or fiber-based photographic print, offset lithography attempting to preserve film grain, matte finish preferred.
+
+**Frame/Band Anchor:** OMIT decorative frames. Photographic edges respected, image bleeds or white borders only.
+
+**Production Context Anchor:** Gelatin silver printing from Tri-X negatives, careful scanning for album reproduction preserving grain structure, halftone screening 150-200 LPI.
+
+**Ratio Enforcement Anchor:** Photographic composition designed for declared ratio, environmental context optimized for format.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** MINIMAL (photography dominates)
+
+**Ratio-Appropriate Zones:**
+
+- Small corner placement (5-10% maximum)
+- Bottom edge minimal text
+- Often completely absent from front cover
+- Back cover contains credits
+
+**Copy Limits:**
+
+- Front cover: 0-4 words maximum (often zero)
+- Band name minimal or absent
+- Photography speaks without text support
+
+**Period-Appropriate Typography:**
+
+- **Utilitarian sans-serifs:** Helvetica, Akzidenz-Grotesk, Trade Gothic
+- **Size range:** 8-14pt when present
+- **Placement:** Corner or edge, never interfering with photography
+
+**Font Recommendations:**
+
+- **Google Font:** Barlow Condensed or Archivo (85% match for industrial sans-serifs)
+- **Better Match:** DIN 1451, Trade Gothic, Akzidenz-Grotesk
+
+**Format-Specific Rules (Album Cover):**
+
+- Front cover often text-free (photographic purity)
+- Band name on spine only
+- Album title minimal or absent
+- Typography subordinate to cinematic imagery
+
+**Historical Accuracy:** Typography minimal, utilitarian fonts matching austere photographic aesthetic, never decorative or attention-seeking.
+
+**Production Method Integration:** Typography printed as separate element in offset lithography, typically black on white or reversed white on black, minimal integration respecting photographic integrity.
\ No newline at end of file
diff --git a/styles-source/archive/anime_analysis.md b/styles-source/archive/anime_analysis.md
new file mode 100644
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--- /dev/null
+++ b/styles-source/archive/anime_analysis.md
@@ -0,0 +1,1123 @@
+# Universal Museum-Grade Anime Style Prompts v4.0 - Canvas Control Enhanced
+
+## Studio Ghibli Style - Naturalistic Poetry
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 portrait** or **16:9 landscape** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Studio Ghibli's naturalistic animation** style for **[exact format specification]**." **Likeness (style-first):** Identity via silhouette/gesture/expression; integrate fully into hand-drawn cel animation medium; avoid photorealistic faces. **Face-Treatment Flag:** `painterly-contour` **Pose Flag:** `gestural-fluid` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Ghibli's organic, flowing aesthetic rules override generic anime conventions. **Mode Selector:** Choose [Portrait] or [Environmental Scene] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (character portrait focus)
+- **16:9** (environmental storytelling)
+- **3:4** (traditional illustration)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with atmospheric background expansion
+- **Spatial Allocation:** Subject positioned within natural environmental context (rule-of-thirds)
+- **Background Treatment:** Extend watercolor-influenced atmospheric elements (sky, foliage, distant landscapes) to fill new canvas space
+- **Format Justification:** Ghibli's environmental storytelling tradition supports both intimate portraits and panoramic scenes
+
+### 3) Artistic Style & Context
+
+Studio Ghibli's signature approach (1985-present) combines **watercolor-influenced backgrounds** with **soft cel animation**, drawing from European fairy tale illustration and Japanese nature worship. Production method emphasizes **85-90% hand-drawn content** with minimal digital smoothing, maintaining organic imperfections that create warmth. Purpose spans environmental storytelling through intimate character portraits within **naturalistic fantasy settings**. Hallmark motifs include **flowing fabric physics, atmospheric perspective, detailed food rendering, architectural integration with nature,** and **Ma philosophy negative space**. Period framing encompasses **timeless pastoral aesthetics** with subtle technological anachronisms creating dreamlike temporal ambiguity.
+
+### 4) Technical Execution
+
+**Line:** Outer contours **0.8-1.2 pt** with gentle, organic curves; interior details **0.3-0.6 pt** following natural form flow. No harsh geometric angles except for architectural elements. Line density **8-15 lines/inch** for texture work, primarily in hair and fabric. **Color:** Earth-tone dominated palette at **70-85% saturation** comprising 60-70% total composition. Ghibli signature colors: sky blues (#176a90, #a3c5e0), forest greens (#74cc66), sunset oranges (#e2dd3f), warm browns (#8b4513). Avoid pure blacks or whites; use warm grays and cream tones. **Texture:** Watercolor-mimicking gradients with soft edge bleeding **2-4 px**. Atmospheric stippling **1-2 px** for distant elements. Natural fabric drape with gravity-influenced flow patterns. **Detail hierarchy:** Faces and hands receive highest detail attention, environmental elements simplified to impressionistic suggestions, food and mechanical objects rendered with loving precision. **Material simulation:** Traditional cel production artifacts with **±0.5 px registration** variance. Paint bucket fills with slight texture grain **85-95 LPI equivalent**. Subtle color vibration **±3-5% hue shift** mimicking hand-painted cels. **Canvas Adaptation Anchor:** Composition flows naturally within declared aspect ratio; background elements extend seamlessly to canvas edges.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** Flowing A-line silhouettes, hemlines mid-calf to ankle length, modest necklines (crew, boat, high collar), three-quarter to full sleeves, ornament scale **0-2** (simple jewelry, hair accessories); hair & makeup scale **0-1** (natural only); comfortable flats or low boots.
+- **Adults (male-presenting):** Relaxed tailoring with natural drape, button-up shirts or vests, straight-leg trousers, minimal lapels if jackets present, simple caps or bare head; jewelry **0-1** pieces (watch, simple ring); **no formal business attire**.
+- **Youth (girls/boys):** Simple dresses, overalls, or comfortable separates; **no form-fitting or revealing cuts**; sturdy shoes or bare feet; **no makeup**; **age-appropriate props only**.
+- **Fabric behavior:** Natural drape emphasizing cotton, linen, wool textures; matte surfaces with minimal synthetic sheen. Gentle wrinkle patterns following body movement.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [wicker basket, watering can, simple book, clay pot, wooden spoon]
+  occasional: [telescope, music box, hand mirror, seed packet]
+  rare: [magical amulet, floating crystal, spirit mask]
+  micro: [flower sprig, butterfly, acorn, small stone]
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "original aspect ratio", "source dimensions", "photorealistic preservation"; **NO photorealistic skin textures/pores**; **NO sharp digital artifacts**; **NO neon or synthetic colors**; **NO oversaturated vivid colors**. **✅ Canvas Positives:** "exactly [declared ratio]", "recomposed for naturalistic storytelling"; **Complete transformation into hand-painted Ghibli aesthetic**; **Natural atmospheric lighting**; **Organic line variation with hand-drawn imperfection**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Portrait:** Vertical emphasis with subject positioned lower-third, atmospheric background filling upper portion
+- **For 16:9 Landscape:** Environmental panorama with character integrated naturally, Ma philosophy negative space
+- **For 3:4:** Classical illustration balance with environmental context
+
+**Staging:** Subjects positioned within **environmental context** showing relationship to natural world. **Background density:** Detailed but not competing with subject; **atmospheric perspective** with distant elements becoming softer and cooler. **Surface Context Anchor:** Traditional illustration paper or canvas surface appropriate to hand-drawn animation **Ratio Enforcement Anchor:** Composition designed specifically for declared ratio, extending Ghibli's environmental philosophy
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not authentic** to Ghibli animation style for static portraits; **omit all embedded text**. Ghibli films rely on pure visual storytelling.
+
+------
+
+## Naruto/Shonen Style - Dynamic Energy
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 poster format** or **3:4 portrait** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Naruto/Weekly Shonen Jump** battle manga animation style for **exact format specification**." **Face-Treatment Flag:** `poster-ink` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Mode Selector:** Choose [Action Portrait] or [Power-Up Scene] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (manga cover/poster format)
+- **3:4** (character portrait)
+- **16:9** (action sequence)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with dynamic action emphasis
+- **Spatial Allocation:** Subject positioned for maximum heroic impact (lower-third for title space in poster mode)
+- **Background Treatment:** Simplified energy backgrounds, speed lines extending to canvas edges
+- **Format Justification:** Shonen manga cover traditions require vertical emphasis for dynamic character presentation
+
+### 3) Artistic Style & Context
+
+Weekly Shonen Jump's influential aesthetic (1968-present) emphasizes **bold character designs** supporting **dynamic action sequences** and **emotional intensity**. Production method combines **hand-drawn key animation** with **digital coloring and compositing**, maintaining manga's high-contrast line art translated to motion. Hallmark motifs include **gravity-defying hair designs, oversized eyes expressing determination, speed lines and impact frames, transformation sequences,** and **symbolic power auras**.
+
+### 4) Technical Execution
+
+**Line:** Bold outer contours **2.5-3.5 pt** with confident, angular strokes; interior details **0.8-1.5 pt** emphasizing feature definition. Sharp, geometric accent lines for impact moments. **Color:** High-saturation palette at **90-95% intensity** with maximum brightness reserved for power/emotional moments. Shonen signature colors: determination orange (#ff6b35), power blue (#4169e1), energy yellow (#ffd700). **Canvas Adaptation Anchor:** Dynamic composition optimized for declared aspect ratio with speed lines and energy effects extending to canvas boundaries.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** Practical combat wear or modified traditional garments, hemlines practical for movement, fitted but non-revealing tops with mesh/armor accents, functional accessories.
+- **Adults (male-presenting):** Combat-ready clothing with layered complexity, high-collar jackets or open vests, cargo pants or wrapped leg gear, asymmetrical design elements.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [kunai knife, shuriken, scroll, headband, training weight]
+  occasional: [chakra-infused weapon, summoning contract, soldier pill]
+  rare: [legendary artifact, special clan weapon, tailed beast item]
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "original framing", "passive expressions", "modern civilian clothing"; **NO photorealistic rendering**; **NO melancholy expressions**. **✅ Canvas Positives:** "exactly [declared ratio]", "dynamic action composition"; **Bold color contrasts**; **Sharp shadow definition**; **Energetic hair movement**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Poster:** Vertical action emphasis with title space consideration
+- **For 3:4 Portrait:** Character dominance with simplified energy background
+- **For 16:9 Action:** Horizontal dynamic movement with environmental context
+
+**Staging:** Subjects positioned in **dynamic action poses** showing readiness for challenge. **Background density:** Simplified to support character prominence with motion blur effects.
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not typically authentic** to anime portraits; **omit embedded text** unless creating manga-style panel.
+
+------
+
+## Masaaki Yuasa Style - Experimental Fluidity
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **16:9 experimental format** or **1:1 artistic square** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Masaaki Yuasa's experimental fluid animation** style for **exact format specification**." **Face-Treatment Flag:** `organic-flowing` **Pose Flag:** `gestural-fluid` **Canvas Control Flag:** `format-native` **Mode Selector:** Choose [Experimental Portrait] or [Fluid Scene] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **16:9** (cinematic experimental)
+- **1:1** (artistic square composition)
+- **3:4** (traditional with experimental treatment)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** format-native with experimental boundary breaking
+- **Spatial Allocation:** Subject positioned with asymmetrical experimental emphasis
+- **Background Treatment:** Flowing abstract elements that breathe and move organically
+- **Format Justification:** Yuasa's experimental approach adapts fluidly to any canvas while maintaining organic authenticity
+
+### 3) Artistic Style & Context
+
+Masaaki Yuasa's revolutionary approach (1992-present) breaks **conventional animation boundaries** through **fluid organic movement**, **experimental color psychology**, and **reality-bending visual metaphors**. Production method emphasizes **hand-drawn experimental techniques** with **digital color experimentation**, **morphing character proportions**, and **psychological color coding**. Hallmark motifs include **fluid character deformation**, **experimental color temperature shifts**, **organic background breathing**, **reality-metaphor visual integration**, and **psychological landscape rendering**.
+
+### 4) Technical Execution
+
+**Line:** **Organic experimental weights** ranging **0.3-3.0 pt** with **fluid variation** based on **emotional intensity** and **scene psychology**. **Hand-drawn experimental quality** with **intentional imperfection** and **organic flow variation**. **Color:** **Experimental psychological palettes** with **unexpected color relationships** and **emotional temperature shifts**. **Reality-bending color coding** reflecting **character psychological states**. **Canvas Adaptation Anchor:** Experimental composition that organically adapts to any ratio while maintaining Yuasa's fluid authenticity.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Experimental clothing** that **flows and morphs** with **character emotion** and **scene psychology**
+- **Organic fabric behavior** showing **reality-bending physics** and **emotional responsiveness**
+- **Color choices** reflecting **psychological states** rather than **realistic fashion**
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [fluid object, morphing tool, emotional artifact, reality anchor, experimental item]
+  occasional: [psychological symbol, fluid technology, organic device]
+  rare: [reality-bending object, experimental artifact]
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "conventional proportions", "static composition", "realistic physics"; **NO conventional anime limitations**; **NO static environmental elements**. **✅ Canvas Positives:** "exactly [declared ratio]", "experimental organic flow"; **Fluid character deformation**; **Experimental color psychology**; **Reality-bending visual integration**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 16:9:** Cinematic experimental flow with organic boundary integration
+- **For 1:1:** Radial experimental composition with central psychological focus
+- **For 3:4:** Traditional format with experimental organic treatment
+
+**Staging:** Subjects positioned within **experimental organic flow** showing **psychological authenticity** through **visual metaphor integration**.
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not authentic** to Yuasa's experimental visual approach; **omit all embedded text**. Yuasa emphasizes **pure experimental visual storytelling**.
+
+------
+
+## Osamu Dezaki Style - Dramatic Expressionism
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 dramatic portrait** or **16:9 cinematic postcard** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Osamu Dezaki's dramatic postcard memory** style for **exact format specification**." **Likeness (style-first):** Identity via silhouette/intense emotional gesture/dramatic expression; integrate into painted-cel hybrid medium emphasizing psychological depth. **Face-Treatment Flag:** `painterly-contour` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Dezaki's theatrical expressionism overrides naturalistic proportions, emphasizing emotional impact through visual drama. **Gender respect:** Honor presented gender while maintaining Dezaki's mature, psychologically complex character designs. **IP guardrail:** Archetypes only; no direct references to Ashita no Joe, Space Cobra, or other Dezaki properties. **Mode Selector:** Choose [Dramatic Portrait] or [Postcard Memory] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (dramatic portrait emphasis)
+- **16:9** (cinematic postcard memory)
+- **3:4** (traditional dramatic composition)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with dramatic atmospheric expansion
+- **Spatial Allocation:** Subject positioned using dramatic lighting angles (off-center, chiaroscuro emphasis)
+- **Background Treatment:** Extend architectural shadows and atmospheric effects to fill dramatic canvas space
+- **Format Justification:** Dezaki's postcard memory technique adapts to any ratio through atmospheric extension and dramatic lighting
+
+### 3) Artistic Style & Context
+
+Osamu Dezaki's revolutionary approach (1963-2011) pioneered **"postcard memories" (tome-e)** technique, creating **pastel freeze-frames** lasting several seconds, transitioning from traditional cel animation to **detailed painted still images**. Production method emphasizes **dramatic camera work** with **Dutch angle compositions**, **multilayer scrolling backgrounds**, and **8fps limited animation** compensated by artistic still compositions. Purpose focuses on **psychological character exploration** through **visual metaphor** and **emotional symbolism**. Hallmark motifs include **dramatic chiaroscuro lighting, glass rose symbolism, split-screen internal monologues, architectural shadows,** and **atmospheric perspective shifts**. Period framing encompasses **adult-oriented drama** with **film noir influences** creating sophisticated visual storytelling.
+
+### 4) Technical Execution
+
+**Line:** Variable dramatic weights ranging **0.5-2.0 pt** based on lighting conditions and emotional intensity; interior details **0.3-0.8 pt** following form-defining shadows. **Angular, geometric accent lines** for dramatic emphasis. Selective **cross-hatching 18-28 lines/inch** for shadow work and psychological texture. **Color:** **Controlled palette** transitioning between **muted dramatic tones (40-60% saturation)** and **intense emotional peaks (80-95% saturation)**. Dezaki signature techniques: **warm/cool temperature contrasts**, **spotlight isolation effects**, **gradient washes** for atmospheric depth. **Postcard memory mode:** **desaturated pastels (30-50% saturation)** with **gouache-like opacity**. **Texture:** **Painterly surface treatment** with **visible brush stroke simulation**. **Atmospheric stippling 1-3 px** for mood establishment. **Glass and reflection effects** with **specular highlights** and **environmental reflections**. **Detail hierarchy:** **Bone structure and facial planes** receive maximum attention, **hands as emotional expression tools**, clothing simplified to **dramatic silhouette elements**, backgrounds **impressionistic but architecturally sound**. **Material simulation:** **Traditional-digital hybrid** with **painted overlay effects**. **Selective focus depth** with **±2-4 px blur gradients**. **Film grain texture 0.5-1%** for cinematic quality. **Canvas Adaptation Anchor:** Dramatic composition extends atmospheric elements seamlessly within declared aspect ratio, emphasizing emotional storytelling. **Renderer mapping hint:** Set stylization to 70-85%, chaos to 20-35%, CFG scale 8-11 for dramatic contrast balance.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** Sophisticated silhouettes with **dramatic collar/neckline elements**, hemlines varying for **visual flow and wind effects**, fitted sleeves showing **arm gesture definition**, ornament scale **1-3** (statement jewelry, scarves, artistic accessories); hair & makeup scale **1-2** (defined but not theatrical); **elegant heels or sophisticated flats**.
+- **Adults (male-presenting):** **Structured tailoring** with **strong shoulder lines**, **high-contrast collar treatments**, **fitted but not restrictive cuts**, **dramatic coat/jacket elements**; jewelry **1-2** pieces (significant accessories, watches); **formal or artistic styling preferred**.
+- **Youth (girls/boys):** **Age-appropriate formal wear** with **clean lines**; **no adult sophistication mimicry**; **practical footwear**; **minimal makeup**; **props supporting character development themes**.
+- **Fabric behavior:** **Natural drape** with **attention to wind and movement effects**. **Realistic fabric physics** supporting **dramatic gesture emphasis**. **Texture variety** from smooth to roughly woven.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [glass rose, cigarette case, pocket watch, leather-bound book, wine glass]
+  occasional: [vintage camera, classical instrument, art brush, chess piece]
+  rare: [symbolic artifact, family heirloom, artistic masterpiece]
+  micro: [match, coin, letter, small photograph]
+  exclusions:
+    - "no cute or childish items"
+    - "no modern casual technology"
+  dependencies:
+    - "symbolic items require thematic relevance to character psychology"
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "original aspect ratio", "conventional anime proportions", "bright cheerful colors"; **NO cute or moe aesthetic elements**; **NO casual contemporary clothing**; **NO simplified rendering during emotional peaks**. **✅ Canvas Positives:** "exactly [declared ratio]", "dramatic atmospheric extension"; **Strong directional lighting** with **dramatic shadow play**; **Architectural backgrounds** supporting psychological mood; **Mature character proportions**; **Sophisticated color temperature control**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Portrait:** Dramatic vertical emphasis with chiaroscuro lighting, subject positioned for maximum emotional impact
+- **For 16:9 Cinematic:** Postcard memory treatment with atmospheric depth and architectural context
+- **For 3:4 Traditional:** Classic dramatic composition with psychological architectural support
+
+**Staging:** Subjects positioned within **dramatic lighting scenarios** emphasizing **psychological state through environmental interaction**. **Camera/perspective:** **Dutch angles 15-45 degrees** for psychological tension; **low angles for character empowerment**; **high angles for vulnerability or contemplation**. **Background density:** **Architecturally detailed** but **atmospherically simplified** to support character psychology. **Surface Context Anchor:** Painted cel animation surface appropriate to dramatic artistic expression **Ratio Enforcement Anchor:** Dramatic atmospheric elements extend naturally to fill declared ratio while maintaining psychological focus.
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not authentic** to Dezaki's cinematic approach for static portraits; **omit all embedded text**. Dezaki's technique relies on **pure visual storytelling** and **atmospheric composition**.
+
+------
+
+## Kyoto Animation Style - Moe Perfection
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 character portrait** or **16:9 slice-of-life** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Kyoto Animation's moe perfection** style for **exact format specification**." **Likeness (style-first):** Identity via distinctive silhouette/gentle gesture/expressive large eyes; integrate into ultra-refined cel animation medium emphasizing cuteness and emotional appeal. **Face-Treatment Flag:** `painterly-contour` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** KyoAni's moe aesthetic overrides realistic proportions, emphasizing youthful appeal and emotional expressiveness. **Gender respect:** Honor presented gender while maintaining KyoAni's signature character design philosophy of universal appeal. **IP guardrail:** Archetypes only; no direct references to K-On!, Haruhi, Violet Evergarden, or other KyoAni properties. **Mode Selector:** Choose [Character Portrait] or [Slice-of-Life Scene] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (character focus with moe appeal)
+- **16:9** (slice-of-life environmental storytelling)
+- **4:5** (Instagram-style character portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with gentle environmental expansion
+- **Spatial Allocation:** Subject positioned for maximum moe appeal (centered or rule-of-thirds with gentle offset)
+- **Background Treatment:** Extend detailed slice-of-life environments (schools, cafes, seasonal settings) with architectural precision
+- **Format Justification:** KyoAni's detailed background philosophy supports any ratio through environmental extension while maintaining character focus
+
+### 3) Artistic Style & Context
+
+Kyoto Animation's meticulous approach (1981-present) perfected **"KyoAni face" moe aesthetics** through **gigantic expressive eyes** and **ultra-detailed character animation**. Production method emphasizes **full 24fps character movement** with **hand-drawn precision**, **in-house digital coloring** using **RETAS Paintman software**, and **cut-by-cut color adjustment** for optimal visual harmony. Purpose centers on **emotional slice-of-life storytelling** through **character micro-expressions** and **detailed environmental integration**. Hallmark motifs include **complex iris patterns with multiple highlights, soft fabric physics, detailed background architecture, seasonal lighting effects,** and **gentle comedy timing**. Period framing encompasses **contemporary Japanese settings** with **idealized daily life presentation** creating aspirational realism.
+
+### 4) Technical Execution
+
+**Line:** Ultra-refined outer contours **0.5-1.0 pt** with perfect curves and soft angles; interior details **0.25-0.5 pt** emphasizing facial feature definition and fabric flow. **Consistent line weight hierarchy** with no dramatic variations. Minimal hatching **8-12 lines/inch** only for subtle texture work. **Color:** **High-saturation harmony** at **70-85% intensity** maintaining **temperature consistency** throughout composition. KyoAni signature approach: **complex iris coloring with gradient effects**, **skin tones with subtle pink undertones**, **clothing colors supporting character personality**. **Environmental color matching** with character palette for **unified composition**. **Texture:** **Smooth cel-shading** with **gentle gradient transitions**. **Hair rendering** with **individual strand attention** and **natural volume physics**. **Fabric texture simulation** showing **material weight** and **drape characteristics**. **Background detail integration** at **architectural precision level**. **Detail hierarchy:** **Eyes receive maximum detail** with **complex iris patterns, multiple highlights (2-4 per eye), subtle sclera shading**, **facial features refined to perfection**, **hair volume and movement physics**, clothing **fabric behavior accuracy**. **Material simulation:** **Digital cel production** with **perfect registration**. **Color bucket fills** with **slight texture grain 90-100 LPI**. **Soft lighting effects** with **realistic shadow casting** and **environmental light reflection**. **Canvas Adaptation Anchor:** Composition maintains KyoAni's detailed environmental integration within declared aspect ratio, extending slice-of-life settings naturally. **Renderer mapping hint:** Set stylization to 75-85%, chaos to 5-15%, CFG scale 8-10 for precision and harmony balance.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Cute-sophisticated silhouettes** with **A-line or fit-and-flare shapes**, hemlines **knee-length to mid-calf**, **modest necklines (crew, boat, Peter Pan collar)**, **three-quarter to full sleeves**, ornament scale **1-2** (cute accessories, hair clips, simple jewelry); hair & makeup scale **0-1** (natural with possible **subtle eye emphasis**); **comfortable cute shoes or school-appropriate footwear**.
+- **Adults (male-presenting):** **Clean, youthful tailoring** with **relaxed but neat fit**, **button-up shirts or casual sweaters**, **straight-leg casual pants**, **minimal formal elements**, **no harsh geometric styling**; jewelry **0-1** pieces (simple, understated); **casual-smart appearance**.
+- **Youth (girls/boys):** **School uniforms or age-appropriate casual wear**; **no revealing cuts whatsoever**; **emphasis on comfortable, cute styling**; **flat shoes or sneakers**; **no makeup beyond natural appearance**; **school/hobby-related props only**.
+- **Fabric behavior:** **Soft, natural drape** emphasizing **cotton, wool, and natural fiber textures**. **Gentle movement physics** showing **fabric weight and seasonal appropriateness**. **Minimal synthetic sheen** except for specific material accuracy.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [musical instrument, school bag, cute notebook, tea cup, small stuffed animal]
+  occasional: [camera, art supplies, cooking utensil, book, handheld game]
+  rare: [special hobby equipment, musical score, handmade craft]
+  micro: [hair clip, pencil, small snack, button badge, keychain charm]
+  exclusions:
+    - "no weapons or aggressive items"
+    - "no adult/mature themes"
+    - "no overly complex mechanical items"
+  dependencies:
+    - "school items require appropriate age context"
+    - "musical instruments must match character's implied skill level"
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "source image dimensions", "harsh angular designs", "aggressive themes"; **NO overly mature styling**; **NO photorealistic rendering that eliminates anime charm**; **NO dark or gritty environmental elements**. **✅ Canvas Positives:** "exactly [declared ratio]", "slice-of-life environmental extension"; **Gentle, soft lighting** with **warm color temperatures**; **Detailed background environments** supporting daily life; **Complex eye rendering**; **Soft fabric physics**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Portrait:** Character-focused with detailed environmental context support
+- **For 16:9 Slice-of-Life:** Environmental storytelling with character naturally integrated
+- **For 4:5 Portrait:** Instagram-style character focus with gentle background blur
+
+**Staging:** Subjects positioned in **comfortable, relatable daily life scenarios** showing **natural interaction with environment**. **Camera/perspective:** **Eye-level to slightly low angles** maintaining **approachable, non-threatening viewpoints**. **Background density:** **Highly detailed** but **supporting character prominence**; **realistic environmental accuracy** with **idealized cleanliness and appeal**. **Surface Context Anchor:** High-quality cel animation surface appropriate to slice-of-life storytelling **Ratio Enforcement Anchor:** KyoAni's environmental detail philosophy extends naturally to fill declared ratio while maintaining character appeal.
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not authentic** to KyoAni animation style for static portraits; **omit all embedded text**. KyoAni focuses on **pure character expression** and **environmental storytelling**.
+
+------
+
+## Gainax Style - Experimental Dynamism (Yoshiyuki Sadamoto Focus)
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 technical portrait** or **16:9 professional scene** - ignore source image dimensions completely. **CRITICAL STYLE DOMINANCE:** Yoshiyuki Sadamoto's character design mastery overrides ALL photographic likeness and conventional anime simplification. **COMPLETE TECHNICAL PRECISION TRANSFORMATION REQUIRED.** **Redraw command:** "Transform subject into authentic **Yoshiyuki Sadamoto character design** for **exact format specification** - NOT photorealistic styling or generic anime." **Anti-Likeness Priority:** **NO photographic skin textures, bone structure proportions, or facial geometry.** **Completely redraw using Sadamoto's realistic anime proportions and technical precision.** Identity through **confident gesture and psychological depth only, NOT facial accuracy.** **Face-Treatment Flag:** `poster-ink` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `strict-reframe` **Maximum Technical Precision:** **Subject must look like hand-drawn Sadamoto character design, not person with anime filter.** **Complete medium conversion to technical anime realism with psychological depth.** **Mode Selector:** Choose [Sadamoto Character Design], [Technical Portrait], or [Psychological Study] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (technical character design emphasis)
+- **16:9** (professional environmental context)
+- **3:4** (traditional with technical precision)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with technical precision emphasis
+- **Spatial Allocation:** Subject positioned for professional competence display (confident positioning, technical environment integration)
+- **Background Treatment:** Lived-in technical environments with personal touches and realistic wear patterns
+- **Format Justification:** Sadamoto's professional character design requires precise framing that emphasizes technical competence and psychological authenticity
+
+### 3) Artistic Style & Context
+
+Yoshiyuki Sadamoto's character design mastery (1962-present) established **realistic anime proportions** through **technical precision** and **psychological depth**. Production method emphasizes **hand-drawn technical accuracy** with **detailed anatomical understanding**, **sophisticated line control**, and **realistic human imperfection integration**. Purpose focuses on **mature character development** through **confident presentation** and **psychological authenticity**. Hallmark motifs include **sharp angular facial features with subtle asymmetries, realistic 7-8 head proportions, complex iris detail work, individual hair strand definition,** and **lived-in environmental integration**. Period framing encompasses **contemporary Japanese settings** with **technical precision** and **psychological realism** creating **authentic mature anime character design**.
+
+### 4) Technical Execution
+
+**Line:** **Technical precision weights** ranging **0.8-1.5 pt** for **sharp character definition** with **controlled, confident strokes** and **hand-drawn variation ±0.2pt** for organic authenticity; interior details **0.4-0.8 pt** emphasizing **angular facial structure** and **anatomical accuracy**. **Sharp, geometric accent lines** for **feature definition** with **subtle imperfection integration**. **Color:** **Realistic skin tone palette** at **75-85% saturation** with **subtle temperature variations** and **natural color shifts** across facial planes. Sadamoto signature approach: **complex iris coloring with multiple color rings and detailed radial patterns**, **realistic hair color variation**, **sophisticated clothing color coordination**. **Natural lighting interaction** with **realistic shadow casting**. **Eyes (ENHANCED SADAMOTO SPECIFICATIONS):** **Subtle almond shapes with realistic corners** - not rounded anime eyes. **Complex iris internal structure** with **multiple color rings** and **detailed radial patterns**. **3-4 strategic highlights** positioned at **different angles** for depth. **Realistic eye socket shadowing** with **subtle asymmetry**. **Hair Physics (CRITICAL):** **Individual strand definition** with **natural separation patterns**. **Realistic weight distribution** causing **slight asymmetrical fall**. **Hand-drawn texture irregularities** - not digital smoothness. **Natural movement suggesting** recent head movement. **Subtle messiness** and **realistic imperfection**. **Canvas Adaptation Anchor:** Technical precision composition optimized for declared aspect ratio, emphasizing professional competence within appropriate format. **Renderer mapping hint:** Set stylization to 75-85%, chaos to 15-25%, CFG scale 9-12 for **technical precision** with **organic authenticity**.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Sophisticated contemporary clothing** with **technical design precision**, **practical hemlines** for **confident professional movement**, **structured necklines** with **collar or technical details**, **fitted sleeves** showing **natural arm definition**, ornament scale **1-2** (technical accessories, sophisticated jewelry, professional items); hair & makeup scale **1-2** (defined features with **natural imperfection**, technical precision); **practical sophisticated footwear**.
+- **Adults (male-presenting):** **Sharp tailoring** with **geometric design elements** and **realistic wear patterns**, **high-collar technical shirts** or **structured jackets**, **fitted pants** with **technical precision** and **natural fabric behavior**, **confident design choices** with **subtle asymmetrical elements**; jewelry **0-2** pieces (technical accessories, sophisticated items); **professional competence styling**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [technical device, professional manual, communication equipment, analytical tool, personal item]
+  occasional: [advanced interface, control device, research equipment, specialized gear]
+  rare: [prototype technology, command insignia, advanced technical device]
+  micro: [ID badge, personal token, technical accessory, cultural item]
+  exclusions:
+    - "no cute or childish items"
+    - "no generic sci-fi without realism"
+    - "choose-one: [technical device, professional tool, personal item]"
+  dependencies:
+    - "technical items require functional design logic"
+    - "personal items must reflect character psychology"
+    - "professional items match character competence and specialization"
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "photorealistic preservation", "generic anime simplification", "sterile perfection"; **NO passive or weak character presentation**; **NO conventional anime tropes without psychological justification**; **NO uniform lighting or perfect environments**. **✅ Canvas Positives:** "exactly [declared ratio]", "technical precision character design"; **Sharp angular facial features** with **realistic asymmetries**; **Technical precision** with **human authenticity**; **Confident character presentation** with **psychological depth**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Portrait:** Technical character design emphasis with professional competence focus
+- **For 16:9 Scene:** Professional environmental integration with character psychological authenticity
+- **For 3:4 Traditional:** Classic format with Sadamoto's technical precision treatment
+
+**Staging:** Subjects positioned in **confident, technically precise poses** showing **professional competence** and **psychological authenticity** with **natural human warmth**. **Background density:** **Lived-in technical environments** with **personal touches** and **usage wear patterns**. **Atmospheric lighting variation** - not uniform corporate illumination. **Surface Context Anchor:** Technical animation production surface appropriate to professional character design **Ratio Enforcement Anchor:** Professional technical environments extend naturally within declared ratio while maintaining character psychological focus.
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not authentic** to Sadamoto's character design approach for static portraits; **omit all embedded text**. Sadamoto emphasizes **pure technical character design** and **psychological visual storytelling**.
+
+---
+
+## Makoto Shinkai Style - Photorealistic Poetry
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **16:9 environmental panorama** or **2:3 character-environment** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Makoto Shinkai's photorealistic poetry** style for **exact format specification**." **Likeness (style-first):** Identity via **realistic silhouette/natural gesture/subtle expression**; integrate into **photorealistic background** with **anime character** hybrid medium emphasizing **environmental storytelling**. **Face-Treatment Flag:** `diffusion-soft` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Shinkai's photorealistic environmental approach overrides conventional anime backgrounds while maintaining **subtle anime character stylization**. **Gender respect:** Honor presented gender while maintaining Shinkai's **realistic human proportions** and **natural character design**. **IP guardrail:** Archetypes only; no direct references to Your Name, Weathering With You, 5 Centimeters per Second, or other Shinkai properties. **Mode Selector:** Choose [Environmental Portrait] or [Atmospheric Scene] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **16:9** (environmental storytelling emphasis)
+- **2:3** (character-environment integration)
+- **21:9** (ultra-wide atmospheric panorama)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with photorealistic environmental expansion
+- **Spatial Allocation:** Subject positioned within vast environmental context (environmental dominance with character integration)
+- **Background Treatment:** Extend 4K-8K photorealistic environments (skies, urban landscapes, natural settings) with atmospheric depth
+- **Format Justification:** Shinkai's environmental poetry philosophy supports wide formats for atmospheric storytelling while maintaining character connection to setting
+
+### 3) Artistic Style & Context
+
+Makoto Shinkai's distinctive approach (1996-present) combines **photorealistic backgrounds** with **subtle anime character integration** through **meticulous environmental detail** and **atmospheric lighting mastery**. Production method emphasizes **4K-8K background resolution** later downsampled, using **photo referencing** with **heavy digital painting overlay** and **custom brush creation** from **desaturated, inverted photographs**. Purpose focuses on **environmental storytelling** through **atmospheric mood** and **natural light behavior**. Hallmark motifs include **signature lens flares, blue-orange color contrasts, atmospheric glow effects, detailed cloud rendering,** and **natural light simulation following realistic physics**. Period framing encompasses **contemporary Japanese settings** with **idealized natural beauty** creating **aspirational environmental realism**.
+
+### 4) Technical Execution
+
+**Line:** **Minimal character outlining** at **0.3-0.7 pt** with **soft, organic curves** following **natural form**; **environmental elements** use **photorealistic edge definition** without **hard line work**. **Character integration** through **subtle outline work** that **doesn't break environmental realism**. **Color:** **Blue-orange dominated palette** at **70-80% saturation** with **signature color combinations**: **atmospheric blues (#6e7f80, #304451, #708090)**, **warm sunset oranges (#ff8c42, #ffa726)**, **natural skin tones** with **subtle pink undertones**. **Environmental color temperature shifts** following **realistic atmospheric perspective**. **Texture:** **Photorealistic background rendering** with **atmospheric glow effects** using **15-30% opacity layers** and **soft round brush techniques**. **Natural light simulation** with **rim lighting on clouds** and **color temperature gradients**. **Character skin** with **subtle realistic texture** avoiding **anime flatness**. **Detail hierarchy:** **Environmental backgrounds** receive **maximum photorealistic detail**, **character faces** with **realistic proportions** but **slightly enlarged eyes**, **clothing** with **realistic fabric behavior** and **environmental light reflection**. **Material simulation:** **4K-8K background detail** with **digital painting overlay**. **Screen blending modes** for **additive glow effects** along **horizons and light sources**. **Atmospheric perspective** through **color temperature shifts** and **detail reduction** with **distance**. **Canvas Adaptation Anchor:** Environmental photorealism extends seamlessly within declared aspect ratio, with character naturally integrated into atmospheric storytelling. **Renderer mapping hint:** Set stylization to 60-75%, chaos to 10-20%, CFG scale 8-11 for **realistic-anime balance**.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Contemporary Japanese fashion** with **realistic proportions**, **practical hemlines** for **daily activities**, **natural necklines** without **anime exaggeration**, **seasonal appropriateness**, ornament scale **0-2** (realistic accessories, natural jewelry); hair & makeup scale **0-1** (natural, realistic styling); **practical footwear** appropriate to **environmental setting**.
+- **Adults (male-presenting):** **Contemporary casual** or **business casual** wear with **realistic fit**, **seasonal appropriateness**, **minimal formal elements** unless **environmentally justified**; jewelry **0-1** pieces (realistic, understated); **natural styling** throughout.
+- **Youth (girls/boys):** **School uniforms** or **age-appropriate casual wear** with **realistic proportions**; **no stylized anime elements**; **practical footwear**; **no makeup**; **age-appropriate environmental interaction**.
+- **Fabric behavior:** **Realistic drape physics** following **actual material properties**. **Environmental interaction** showing **wind effects**, **weather influence**, and **realistic wear patterns**. **Natural material textures** with **photorealistic rendering**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [smartphone, shoulder bag, umbrella, bicycle, camera, book]
+  occasional: [musical instrument, art supplies, sports equipment, travel gear]
+  rare: [professional equipment, specialized hobby gear]
+  micro: [keychain, small accessory, personal item, seasonal object]
+  exclusions:
+    - "no fantasy or supernatural items"
+    - "no anime-specific objects"
+    - "no unrealistic proportions"
+  dependencies:
+    - "all props must match realistic contemporary Japanese life"
+    - "seasonal items require appropriate environmental context"
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "original aspect ratio", "conventional anime exaggerations", "fantasy elements"; **NO unrealistic hair or eye colors**; **NO anime-specific clothing styles**; **NO hard cel-shading that breaks environmental realism**. **✅ Canvas Positives:** "exactly [declared ratio]", "photorealistic environmental integration"; **Natural atmospheric lighting** with **identifiable sources**; **Realistic human proportions**; **Natural color harmony**; **Atmospheric depth effects**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 16:9 Environmental:** Maximum environmental storytelling with character naturally integrated
+- **For 2:3 Character-Environment:** Balanced character-environment relationship with atmospheric context
+- **For 21:9 Ultra-wide:** Panoramic atmospheric storytelling with vast environmental scope
+
+**Staging:** Subjects positioned within **highly detailed photorealistic environments** showing **natural interaction** with **atmospheric conditions**. **Camera/perspective:** **Natural eye-level perspectives** with **slight environmental drama** through **atmospheric effects**. **Background density:** **Maximum photorealistic detail** with **atmospheric perspective** and **environmental storytelling priority**. **Surface Context Anchor:** Photorealistic digital painting surface appropriate to environmental poetry **Ratio Enforcement Anchor:** Environmental storytelling extends naturally within declared ratio while maintaining character-environment connection.
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not authentic** to Shinkai's cinematic approach for static images; **omit all embedded text**. Shinkai emphasizes **pure visual environmental storytelling**.
+
+------
+
+## Satoshi Kon Style - Hyperrealistic Animation Psychology
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **16:9 cinematic frame** or **2:3 psychological study** - ignore source image dimensions completely. **CRITICAL ANIMATION MEDIUM DOMINANCE:** Satoshi Kon's hyperrealistic 2D animation aesthetic overrides ALL photorealistic rendering and digital painting approaches. **COMPLETE 2D ANIMATION WITH LIVE-ACTION DETAIL REQUIRED.** **Redraw command:** "Transform subject into authentic **Satoshi Kon hyperrealistic 2D animation character** for **exact format specification** - NOT photorealistic digital painting or 3D rendering." **Anti-Photorealism Priority:** **NO photorealistic 3D rendering, digital painting smoothness, or gradient lighting effects.** **Completely redraw using 2D cel animation medium with hyperrealistic detail within animation framework.** Identity through **psychological depth and cinematic composition only, NOT photographic accuracy.** **Face-Treatment Flag:** `painterly-contour` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `strict-reframe` **Animation Medium Enforcement:** **Subject must look like hyperdetailed 2D animation cel, not digital painting or photograph.** **Complete conversion to cel animation medium with live-action quality detail.** **Mode Selector:** Choose [Psychological Portrait], [Cinematic Study], or [Urban Context] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **16:9** (cinematic psychological framing)
+- **2:3** (psychological character study)
+- **3:4** (traditional with psychological depth)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with cinematic psychological emphasis
+- **Spatial Allocation:** Subject positioned for psychological narrative impact (match-cut potential, reality-blend integration)
+- **Background Treatment:** Hyperdetailed urban environments using flat color layering maintaining animation medium integrity
+- **Format Justification:** Kon's cinematic animation requires precise framing that supports psychological storytelling and match-cut composition potential
+
+### 3) Artistic Style & Context
+
+Satoshi Kon's revolutionary approach (1963-2010) achieved **"hyperrealistic animation"** through **2D cel animation with live-action detail levels** and **psychological depth integration**. Production method emphasizes **clean animation line work** with **flat cel shading containing hyperrealistic detail**, **cinematic lighting within animation constraints**, and **psychological color coding**. Purpose centers on **adult psychological storytelling** through **cinematic composition** and **reality-fantasy visual integration**. Hallmark motifs include **clean animation lines with live-action detail, deep saturated psychological colors, flat cel backgrounds with architectural complexity, match-cut composition potential,** and **reality-blend visual layering within animation medium**. Period framing encompasses **contemporary urban Japanese settings** with **psychological complexity** creating **2D animation with cinematic sophistication**.
+
+### 4) Technical Execution
+
+**Line:** **Clean animation line weights** at **0.4-1.0 pt** with **precise cel animation quality** and **consistent outline definition**; interior details **0.2-0.6 pt** for **hyperrealistic detail within animation framework**. **Sharp, clean animation strokes** with **technical precision** but **NO photorealistic blending or soft gradients**. **Color:** **Deep saturated palette** at **80-95% intensity** with **psychological color coding** - **emotional reds for psychological tension (#dc143c)**, **urban blues for reality anchoring (#1e3a8a)**, **warm yellows for memory/fantasy (#ffd700)**. **Flat cel-shading** with **bold color temperature contrasts** and **clear color separation boundaries**. **NO gradient effects or realistic lighting simulation**. **Texture:** **Clean cel animation surface** with **hyperrealistic detail rendering within flat color areas**. **NO gradient smoothness or digital painting effects** - maintain **strict animation medium integrity** while achieving **live-action detail quality**. **Urban atmospheric complexity** through **strategic flat color layering**. **Detail hierarchy:** **Realistic bone structure and aging effects** within **animation character design**, **psychological expression complexity** through **cel animation techniques**, **hyperdetailed urban backgrounds** using **flat color layering**, **clothing** with **realistic wear patterns** rendered in **clean cel animation style**. **Material simulation:** **Pure cel animation production** with **hyperrealistic detail integration**. **Clean color fills** with **precise registration**. **Cinematic lighting effects** achieved through **strategic flat color placement** rather than **realistic gradient rendering**. **Urban environmental complexity** through **layered animation backgrounds only**. **Canvas Adaptation Anchor:** Hyperrealistic 2D animation composition optimized for declared aspect ratio with cinematic psychological storytelling emphasis. **Renderer mapping hint:** Set stylization to 70-85%, chaos to 5-15%, CFG scale 10-13 for **animation medium precision** with **hyperrealistic detail integration**.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Contemporary Japanese professional wear** with **realistic aging and wear patterns**, **practical urban clothing** for **adult city life**, **sophisticated color coordination** supporting **psychological narrative**, ornament scale **1-2** (realistic accessories, urban professional items); hair & makeup scale **1-2** (realistic urban styling with **psychological significance**); **practical urban footwear** showing **realistic wear**.
+- **Adults (male-presenting):** **Urban professional clothing** with **realistic fabric behavior** and **environmental wear**, **contemporary Japanese business or casual wear**, **color choices** reflecting **psychological state**; jewelry **0-1** pieces (realistic, psychologically significant); **mature urban professional aesthetic**.
+- **Youth (girls/boys):** **Contemporary Japanese school** or **casual wear** with **age-appropriate realism**; **practical urban footwear**; **minimal makeup** appropriate to **urban contemporary context**; **age-appropriate psychological complexity**.
+- **Fabric behavior:** **Realistic drape and wear patterns** rendered in **cel animation style**. **Environmental interaction** showing **urban life effects** on **clothing condition**. **Psychological color significance** in **fabric choices**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [cell phone, urban transit card, coffee cup, cigarette pack, personal notebook]
+  occasional: [camera, psychological artifact, mirror, photograph, urban technology]
+  rare: [symbolic object, memory trigger, reality-blend item, psychological symbol]
+  micro: [small personal item, urban detail, psychological anchor, reality marker]
+  exclusions:
+    - "no fantasy or supernatural items unless psychologically motivated"
+    - "no cute or decorative objects inappropriate to urban adult themes"
+    - "choose-one based on psychological narrative relevance"
+  dependencies:
+    - "all props must support psychological narrative depth"
+    - "urban contemporary context required for authenticity"
+    - "props should suggest character psychological state"
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "photorealistic 3D rendering", "digital painting smoothness", "gradient lighting simulation"; **NO cute or moe aesthetic elements inappropriate to adult psychological themes**; **NO fantasy elements without psychological justification**; **NO soft digital blending or photographic textures**. **✅ Canvas Positives:** "exactly [declared ratio]", "hyperrealistic 2D animation"; **Clean animation line work** with **hyperrealistic detail integration**; **Flat cel-shading** with **deep color saturation**; **Psychological depth through animation techniques**; **Cinematic composition**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 16:9 Cinematic:** Cinematic framing supporting psychological narrative and match-cut potential
+- **For 2:3 Psychological:** Character psychological study with urban environmental context
+- **For 3:4 Traditional:** Classic format with Kon's hyperrealistic animation treatment
+
+**Staging:** Subjects positioned within **cinematic framing** supporting **psychological narrative** and **match-cut composition potential**. **Camera/perspective:** **Cinematic angles** including **close-ups for psychological intensity**, **medium shots for character interaction**, **wide shots for urban environmental context**. **Background density:** **Hyperdetailed urban environments** using **flat color layering** maintaining **animation medium integrity** supporting **psychological narrative**. **Surface Context Anchor:** Hyperrealistic 2D animation production surface appropriate to psychological storytelling **Ratio Enforcement Anchor:** Cinematic psychological environments extend naturally within declared ratio while maintaining animation medium integrity.
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not authentic** to Kon's cinematic animation approach for static portraits; **omit all embedded text**. Kon emphasizes **pure visual psychological storytelling** through **cinematic animation composition**.
+
+------
+
+# Production I.G Style - Cyberpunk Precision
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **16:9 environmental integration** or **2:3 character-environment** - ignore source image dimensions completely. **CRITICAL CEL ANIMATION DOMINANCE:** Production I.G's 2D cel animation with environmental integration overrides ALL digital painting, 3D rendering, and photorealistic approaches. **COMPLETE 2D CEL ANIMATION WITH ARCHITECTURAL PRECISION REQUIRED.** **Redraw command:** "Transform subject into authentic **Production I.G 2D cel animation character** for **exact format specification** - NOT digital painting, 3D rendering, or photorealistic illustration." **Anti-Digital-Painting Priority:** **NO digital painting smoothness, 3D rendered lighting, or photorealistic surface effects.** **Completely redraw using 2D cel animation medium with flat color fills and clean line work.** Identity through **character-environment integration and spatial awareness only, NOT photographic accuracy.** **Face-Treatment Flag:** `anime-precision` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `format-native` **Animation Medium Enforcement:** **Subject must look like 2D cel animation character naturally embedded in architectural environment, not digital art or 3D render.** **Mode Selector:** Choose [Environmental Integration] or [Architectural Scene] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **16:9** (environmental integration emphasis)
+- **2:3** (character-environment unity)
+- **21:9** (ultra-wide architectural cityscape)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** format-native with character-environment unity emphasis
+- **Spatial Allocation:** Subject naturally embedded within architectural environments (no figure/background separation)
+- **Background Treatment:** Multi-plane cel animation backgrounds with architectural precision and flat color layering
+- **Format Justification:** Production I.G's character-environment philosophy requires seamless integration where character feels naturally part of the animated world
+
+### 3) Artistic Style & Context
+
+Production I.G's influential approach (1987-present) pioneered **2D cel animation with architectural environmental integration** through **character-background unity** and **multi-plane animation techniques**. Production method emphasizes **traditional cel animation line work** with **flat color fills**, **architectural background research** with **photographic location reference translated to animation**, and **character-environment interaction** where figures naturally inhabit their animated spaces. Purpose focuses on **cyberpunk storytelling** through **environmental narrative** and **character spatial integration**. Hallmark motifs include **clean cel animation outlines**, **flat color backgrounds with architectural complexity**, **multi-plane scrolling depth**, **character environmental interaction**, **atmospheric perspective through color temperature only**, and **seamless figure-ground integration**. Period framing encompasses **cyberpunk animation** with **architectural authenticity** creating **2D animation environmental storytelling**.
+
+### 4) Technical Execution
+
+**Line:** **Clean cel animation weights** at **0.8-1.2 pt** for character outlines with **consistent animation line quality**; **architectural line work** at **0.3-0.8 pt** showing **precise geometric construction** but **maintaining cel animation aesthetic**. **NO variable line weights that suggest 3D depth or digital painting**. **Color:** **Flat cel animation color fills** at **75-85% saturation** with **clear color separation boundaries**. **Cool architectural blues** (#2e4057, #1a252f) for structural elements, **warm interior lighting** (#f4a261, #e76f51) for inhabited spaces, **character skin tones** within **anime color ranges** (#fdbcb4, #f8ad9d). **NO gradient effects, digital painting blending, or 3D lighting simulation**. **Texture:** **Pure cel animation surface** with **flat color areas** and **architectural detail through line work only**. **NO digital painting textures, 3D surface effects, or photorealistic material simulation**. **Environmental complexity** achieved through **flat color layering** and **line work precision**. **Detail hierarchy:** **Character integration priority** - figures must **feel naturally part of the animated environment** with **consistent lighting** and **spatial logic**. **Large anime eyes** with **flat color iris rendering**, **architectural backgrounds** with **cel animation line precision**, **character clothing** with **flat fabric colors** and **animation-appropriate folds**. **Material simulation:** **Traditional cel animation production** with **flat color fills** and **clean registration**. **Environmental depth** through **color temperature shifts** and **multi-plane arrangement** - **NO 3D depth simulation or digital painting effects**. **Canvas Adaptation Anchor:** Character-environment unity maintained through cel animation techniques within declared aspect ratio, emphasizing architectural storytelling. **Renderer mapping hint:** Set stylization to 85-95%, chaos to 5-15%, CFG scale 12-16 for **maximum cel animation authenticity** with **architectural precision**.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Cyberpunk professional wear** with **clean cel animation color fills**, **structured blazers** in **flat color rendering**, **practical urban clothing** showing **animation fabric behavior**, ornament scale **1-2** (cel animation accessories, clean geometric jewelry); hair & makeup scale **1-2** (anime styling with **flat color application**); **professional footwear** rendered in **cel animation style**.
+- **Adults (male-presenting):** **Corporate cyberpunk clothing** with **flat color fills** and **animation line work**, **structured professional wear** showing **cel animation fabric logic**; jewelry **0-1** pieces (geometric, animation-appropriate); **urban professional aesthetic** within **cel animation medium**.
+- **Youth (girls/boys):** **School uniforms** or **casual wear** with **cel animation color fills**; **animation-appropriate styling**; **flat color rendering** throughout.
+- **Fabric behavior:** **Cel animation fabric logic** with **flat color fills** and **animation-appropriate fold patterns**. **NO realistic fabric physics or digital material simulation**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [communication device, ID badge, technical tablet, urban transport card, simple tool]
+  occasional: [cyberpunk gadget, professional equipment, architectural element]
+  rare: [advanced technology, environmental interface, cyberpunk artifact]
+  micro: [access card, small device, personal item, urban detail]
+  exclusions:
+    - "no fantasy items inappropriate to cyberpunk setting"
+    - "no 3D rendered or digitally painted objects"
+    - "choose-one: [device, tool, accessory]"
+  dependencies:
+    - "all props must be rendered in cel animation style with flat colors"
+    - "cyberpunk contemporary context required"
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "digital painting effects", "3D rendered lighting", "photorealistic materials"; **NO gradient lighting that breaks cel animation aesthetic**; **NO character-background isolation or figure separation**; **NO digital art smoothness or 3D surface rendering**; **NO realistic material physics inappropriate to animation medium**. **✅ Canvas Positives:** "exactly [declared ratio]", "authentic cel animation with environmental integration"; **Clean cel animation line work** with **flat color fills**; **Character-environment unity** through **animation techniques**; **Architectural precision** within **cel animation framework**; **Multi-plane background depth** through **color temperature and line work only**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 16:9 Environmental:** Maximum character-environment integration with architectural cel animation storytelling
+- **For 2:3 Character-Environment:** Character naturally embedded within cel animation architectural context
+- **For 21:9 Ultra-wide:** Cyberpunk cityscape with character seamlessly integrated in animation style
+
+**Staging:** Subjects **naturally embedded** within **cel animation architectural environments** showing **spatial integration** and **environmental belonging**. **Camera/perspective:** **Animation camera angles** emphasizing **character-environment relationship** within **cyberpunk urban contexts**. **Background density:** **Multi-plane cel animation backgrounds** with **architectural line precision** and **flat color complexity**. **Surface Context Anchor:** Traditional cel animation production surface appropriate to cyberpunk environmental storytelling **Ratio Enforcement Anchor:** Environmental cel animation extends naturally within declared ratio while maintaining character integration and animation medium authenticity.
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not authentic** to Production I.G's cel animation approach; **omit all embedded text**. Production I.G emphasizes **environmental storytelling** through **character-environment integration** within **cel animation medium**.
+
+---
+
+## Studio Trigger Style - Neo-Kanada Energy
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 heroic portrait** or **16:9 explosive action** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Studio Trigger's Neo-Kanada energy** style for **exact format specification**." **Likeness (style-first):** Identity via **exaggerated heroic silhouette/explosive dynamic gesture/intense determined expression**; integrate into **high-energy experimental animation** medium emphasizing **kinetic power** and **geometric visual impact**. **Face-Treatment Flag:** `poster-ink` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Style dominance:** Trigger's Neo-Kanada approach overrides conventional anime aesthetics, prioritizing **explosive geometric energy** and **heroic empowerment**. **Gender respect:** Honor presented gender while maintaining Trigger's **heroic character proportions** and **action-ready design philosophy**. **IP guardrail:** Archetypes only; no direct references to Kill la Kill, Little Witch Academia, Promare, or other Trigger properties. **Mode Selector:** Choose [Heroic Portrait] or [Dynamic Action] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **3:4** (heroic character empowerment)
+- **16:9** (explosive action sequence)
+- **2:3** (vertical heroic composition)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with explosive geometric energy emphasis
+- **Spatial Allocation:** Subject positioned for maximum heroic impact (dramatic diagonal emphasis, power focal points)
+- **Background Treatment:** Geometric energy fields with crystalline debris patterns and four-pointed star bursts
+- **Format Justification:** Trigger's Neo-Kanada philosophy requires dynamic ratios that support explosive visual spectacle and heroic character empowerment
+
+### 3) Artistic Style & Context
+
+Studio Trigger's experimental approach (2011-present) represents **Neo-Kanada School evolution** through **explosive action animation** and **geometric visual spectacle**. Production method emphasizes **extreme kinetic energy** with **Kanada-style perspective distortion**, **wide-angle fish-eye camera work**, **dramatic low-angle heroic shots**, and **geometric debris explosion effects**. Purpose focuses on **heroic character empowerment** through **visual energy overload** and **optimistic determination themes**. Hallmark motifs include **four-pointed star energy bursts**, **crystalline geometric debris patterns**, **"snapping" character movements**, **fluorescent neon energy palettes**, **triangular speed lines**, and **heroic transformation sequences**. Period framing encompasses **contemporary magical realism** with **heroic fantasy elements** creating **empowering visual spectacle**.
+
+### 4) Technical Execution
+
+**Line:** **Ultra-bold angular weights** at **3.0-5.0 pt** for **heroic character outlines** with **sharp geometric breaks** and **angular corner emphasis**. **Kanada-style line snapping** - lines must show **directional energy breaks** rather than smooth curves. **Geometric accent lines** at **2.0-3.0 pt** creating **angular speed effects** and **energy direction indicators**. **Four-pointed star motifs** integrated as **sharp linear accent elements**. **Color:** **Maximum saturation fluorescent palettes** at **90-100% saturation** creating **energy overload** through **high-contrast geometric relationships**. **Electric heroic colors**: **hot magenta (#ff0080)**, **cyber cyan (#00ffff)**, **energy yellow (#ffff00)**, **power orange (#ff4500)**. **Bold tri-color schemes** with **geometric color blocking**. **Texture:** **Clean geometric cel-shading** with **extreme contrast boundaries** and **zero gradient smoothing**. **Crystalline shard pattern overlays** and **geometric explosion debris**. **Sharp-edge geometric pattern integration** throughout composition. **Detail hierarchy:** **Heroic silhouette maximum priority** - character must read clearly during **explosive action**. **Geometric energy effects** supporting **character empowerment**. **Four-pointed star accent placement** at **power focal points**. **Background simplified** to **geometric energy fields** that **amplify character presence**. **Material simulation:** **Pure geometric energy rendering** with **crystalline reflection patterns**. **Bold outline definition** with **perfect registration**. **Geometric debris physics** defying reality for **dramatic impact**. **Energy effect layering** with **additive bright compositing**. **Canvas Adaptation Anchor:** Explosive geometric composition optimized for declared aspect ratio with maximum heroic energy emphasis. **Renderer mapping hint:** Set stylization to 90-100%, chaos to 20-35%, CFG scale 12-16 for **maximum geometric boldness** and **heroic energy**.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Heroic action costumes** with **geometric design elements**, **power-enhancing accessories**, **fitted action-ready silhouettes**, **asymmetrical heroic details**, ornament scale **3-4** (power symbols, heroic gear, transformation devices); hair & makeup scale **1-2** (bold heroic styling, possible **geometric face markings**); **action-ready heroic footwear** with **power enhancement design**.
+- **Adults (male-presenting):** **Dynamic heroic uniforms** with **geometric power elements**, **high-collar heroic details**, **fitted heroic proportions**, **power-enhancing design features**; accessories **2-3** pieces (heroic symbols, power devices); **confident heroic aesthetic** emphasizing **action readiness**.
+- **Youth (girls/boys):** **School uniforms** with **slight heroic modifications** or **casual heroic wear**; **age-appropriate power themes**; **heroic athletic footwear**; **minimal makeup** except **heroic symbols**; **age-appropriate heroic accessories**.
+- **Fabric behavior:** **Heroic fabric dynamics** with **exaggerated wind effects** and **power aura interaction**. **Geometric fold patterns** and **energy-responsive material rendering**. **Bold color blocking** with **geometric pattern emphasis**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [energy weapon, transformation device, power gauntlet, heroic emblem, magical focus]
+  occasional: [heroic vehicle component, mystical artifact, power generator, action tool]
+  rare: [legendary weapon, ultimate transformation device, heroic mech piece]
+  micro: [power crystal, heroic badge, energy cell, four-pointed star charm]
+  exclusions:
+    - "no realistic mundane weapons"
+    - "no passive decorative items"
+    - "choose-one: [weapon, device, tool]"
+  dependencies:
+    - "heroic items require geometric power design"
+    - "transformation items need four-pointed star integration"
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "original aspect ratio", "passive positioning", "muted colors"; **NO conventional anime proportions without heroic enhancement**; **NO static compositions lacking energy**; **NO realistic mundane elements**. **✅ Canvas Positives:** "exactly [declared ratio]", "explosive heroic energy composition"; **Explosive dynamic action poses**; **Geometric energy burst effects**; **Four-pointed star motif integration**; **Maximum color saturation**; **Crystalline debris patterns**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 3:4 Heroic:** Vertical empowerment emphasis with geometric energy bursts and heroic dominance
+- **For 16:9 Explosive:** Horizontal action spectacle with crystalline debris and energy fields
+- **For 2:3 Vertical:** Heroic transformation composition with four-pointed star integration
+
+**Staging:** Subjects positioned in **explosive heroic action poses** with **dramatic power demonstration** and **triumphant energy themes**. **Camera/perspective:** **Extreme low angles** for **heroic empowerment**, **fish-eye perspective distortion** for **dynamic impact**, **dramatic Dutch tilts** for **energy emphasis**. **Background density:** **Simplified geometric energy environments** with **mandatory perspective distortion lines** converging toward **off-frame vanishing points**. **Crystalline debris patterns** following **forced perspective scaling** - larger fragments in **foreground**, smaller in **background**. **Four-pointed star energy bursts** positioned **asymmetrically** throughout composition. **Surface Context Anchor:** High-energy animation production surface appropriate to heroic spectacle **Ratio Enforcement Anchor:** Geometric energy effects extend naturally within declared ratio while maintaining heroic character empowerment focus.
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not authentic** to Trigger's pure visual spectacle approach; **omit all embedded text**. Trigger emphasizes **wordless heroic inspiration** through **explosive geometric energy** and **empowering visual storytelling**.
+
+------
+
+## Studio Bones Style - Character-Driven Animation Excellence
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 character study** or **16:9 dynamic scene** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Studio Bones' character-driven animation excellence** style for **exact format specification**." **Likeness (style-first):** Identity via **distinctive character proportions/personality-driven gesture/emotionally authentic expression**; integrate into **high-quality animation** medium emphasizing **organic character life** and **dimensional personality**. **Face-Treatment Flag:** `painterly-contour` **Pose Flag:** `gestural-fluid` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Bones' character-focused approach prioritizes **individual personality expression** and **organic animation feel** over **generic anime conventions**. **Gender respect:** Honor presented gender while maintaining Bones' **personality-driven design** and **dimensional character philosophy**. **IP guardrail:** Archetypes only; no direct references to Fullmetal Alchemist, My Hero Academia, Soul Eater, or other Bones properties. **Mode Selector:** Choose [Character Study] or [Dynamic Scene] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (character personality focus)
+- **16:9** (character-environment interaction)
+- **3:4** (traditional with personality emphasis)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with organic character life emphasis
+- **Spatial Allocation:** Subject positioned to express individual character personality through body language and environmental interaction
+- **Background Treatment:** Atmospheric environments that live and breathe with character presence, supporting individual expression
+- **Format Justification:** Bones' character-driven philosophy adapts to any ratio while maintaining individual personality authenticity and organic life representation
+
+### 3) Artistic Style & Context
+
+Studio Bones' distinctive approach (1998-present) emphasizes **character personality through design** with **organic animation principles** creating **dimensional characters** that feel **alive and individual**. Production method centers on **Yutaka Nakamura's dynamic impact sequences** featuring **crystalline geometric debris**, **personality-driven character proportions** varying by **individual character needs**, **fluid organic movement** even in **static compositions**, and **environmental atmospherics** that **breathe with character emotion**. Purpose focuses on **individual character authenticity** through **proportional personality expression** and **organic life representation**. Hallmark motifs include **Yutapon cube debris during action**, **organic character silhouettes**, **personality-driven proportional choices**, **atmospheric environmental integration**, **emotional micro-gesture emphasis**, and **living animation quality** in **static frames**. Period framing encompasses **character-driven narratives** where **individual personality** shapes **visual presentation** rather than **genre conventions**.
+
+### 4) Technical Execution
+
+**Line:** **Organic variable weights** reflecting **character personality**: **soft, flowing lines (1.0-1.5 pt)** for **gentle characters** versus **sharp, defined lines (1.5-2.5 pt)** for **strong personalities**. **Yutapon impact sequences** exploding into **geometric crystal debris** with **sharp angular fragments (3.0-5.0 pt)**. **Character-specific line quality** matching **individual personality traits**. **Color:** **Character-driven palettes** with **organic harmony**: **warm, lived-in tones (60-75% saturation)** creating **authentic atmosphere**. **Character colors** reflecting **personality depth** rather than **generic anime schemes**. **Environmental colors** that **breathe with character emotion** and **support individual presence**. **Texture:** **Organic animation texture** showing **life and dimensionality**. **Yutapon crystalline debris** creating **sharp geometric contrast** against **organic character forms**. **Atmospheric environmental texture** that **lives and breathes** rather than **static background rendering**. **Character clothing** showing **authentic wear patterns** and **personality-driven styling choices**. **Detail hierarchy:** **Large expressive anime eyes** with **individual character personality**. **Organic proportional systems** adapted to **character personality**: **elongated proportions** for **elegant characters**, **compact proportions** for **energetic characters**, **distinctive silhouettes** that **read clearly** from **distance**. **Personality-driven facial structure** over **generic anime templates**. **Material simulation:** **Living animation quality** where **characters feel organic** and **dimensional**. **Environmental elements** that **interact naturally** with **character presence**. **Clothing and hair** that **moves naturally** even in **static representations**. **Geometric debris effects** providing **dynamic contrast** to **organic character forms**. **Canvas Adaptation Anchor:** Character personality expression maintains organic authenticity within declared aspect ratio with living environmental integration. **Renderer mapping hint:** Set stylization to 75-90%, chaos to 15-30%, CFG scale 10-14 for **organic character life** with **dynamic action potential**.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Personality-driven clothing choices** reflecting **individual character traits**, **organic fabric behavior** showing **natural wear patterns**, **practical styling** supporting **character activities** and **personal expression**, **distinctive color choices** matching **character personality**, ornament scale **1-3** (character-meaningful accessories, personal items); hair & makeup scale **1-2** (personality-authentic styling); **footwear reflecting character lifestyle**.
+- **Adults (male-presenting):** **Character-specific clothing** showing **individual taste** and **personality expression**, **authentic fabric interaction** with **character movement**, **personal styling choices** over **generic anime conventions**; accessories **1-2** pieces (personality-meaningful items); **individual character aesthetic** over **template designs**.
+- **Youth (girls/boys):** **Age-appropriate** but **personality-driven** clothing; **individual character expression** within **appropriate boundaries**; **practical choices** reflecting **character activities**; **personal styling** over **generic youth templates**.
+- **Fabric behavior:** **Natural material interaction** with **character movement** and **environmental conditions**. **Realistic wear patterns** showing **character lifestyle** and **personality traits**. **Organic fabric flow** that **feels alive** rather than **static**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [character tool, personal weapon, meaningful object, activity gear, identity marker]
+  occasional: [specialized equipment, unique item, character artifact, story object]
+  rare: [signature weapon, legendary tool, character-defining object]
+  micro: [personal token, character charm, meaningful detail, identity piece]
+  exclusions:
+    - "props must reflect individual character personality"
+    - "no generic items without character connection"
+    - "choose-one based on character identity"
+  dependencies:
+    - "all props require character personality connection"
+    - "individual character authenticity mandatory"
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "source image proportions", "generic anime templates", "static lifeless composition"; **NO character designs that could apply to anyone**; **NO environmental elements that feel lifeless or decorative**. **✅ Canvas Positives:** "exactly [declared ratio]", "organic character personality expression"; **Individual character personality** expressed through **proportions and design**; **Organic animation quality** even in **static images**; **Yutapon geometric debris** during **dynamic moments**; **Living environmental atmospherics**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Character:** Individual personality study with organic environmental support
+- **For 16:9 Dynamic:** Character-environment interaction with personality-driven spatial relationships
+- **For 3:4 Traditional:** Classic format with Bones' organic character life emphasis
+
+**Staging:** Subjects positioned to **express individual character personality** through **body language** and **environmental interaction**. **Character-environment relationship** showing **authentic connection** rather than **decorative placement**. **Camera/perspective:** **Character-serving angles** that **enhance personality expression** and **individual authenticity**. **Background density:** **Atmospheric environments** that **live and breathe** with **character presence**, **supporting individual personality** rather than **overwhelming** or **generic decoration**. **Surface Context Anchor:** High-quality animation production surface appropriate to character-driven storytelling **Ratio Enforcement Anchor:** Character personality environments extend organically within declared ratio while maintaining individual authenticity and living atmospheric quality.
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not authentic** to Bones' character-focused animation approaches; **omit all embedded text**. Bones emphasizes **individual character expression** through **organic visual storytelling** and **personality-driven design**.
+
+------
+
+## Sunrise Style (Bandai Namco Filmworks) - Clean Cel Animation Mastery
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 professional portrait** or **16:9 military scene** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Sunrise's clean cel animation mastery** style for **exact format specification**." **Likeness (style-first):** Identity via **clean geometric silhouette/professional confident gesture/determined heroic expression**; integrate into **"Sunrise Smooth" cel animation** medium emphasizing **flat color precision** and **bold outline definition**. **Face-Treatment Flag:** `anime-precision` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Style dominance:** Sunrise's cel animation approach prioritizes **flat color philosophy** and **heavy black outline definition** over **gradient-heavy modern anime**. **Gender respect:** Honor presented gender while maintaining Sunrise's **professional heroic proportions** and **military-influenced character design**. **IP guardrail:** Archetypes only; no direct references to Gundam, Code Geass, Cowboy Bebop, or other Sunrise properties. **Mode Selector:** Choose [Professional Portrait] or [Military Scene] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (professional military portrait)
+- **16:9** (military environmental context)
+- **3:4** (traditional with geometric precision)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with geometric precision emphasis
+- **Spatial Allocation:** Subject positioned for professional military authority (confident geometric positioning, technical environment integration)
+- **Background Treatment:** Geometrically precise military or technical environments with flat color rendering and heavy outline definition
+- **Format Justification:** Sunrise's cel animation mastery requires precise framing that emphasizes professional competence and military geometric design
+
+### 3) Artistic Style & Context
+
+Sunrise's foundational approach (1972-present, now Bandai Namco Filmworks) established **traditional cel animation standards** through **"Sunrise Smooth" production quality** and **flat color mastery**. Production method emphasizes **heavy black outline definition** creating **clear character separation**, **flat cel-shading philosophy** minimizing **gradient usage**, **primary color dominance** using **bold red-blue-yellow schemes**, and **geometric precision** in **both character and mechanical design**. Purpose focuses on **professional heroic storytelling** through **clean animation craftsmanship** and **military precision aesthetics**. Hallmark motifs include **ultra-heavy black outlines**, **pure flat color fills**, **primary color faction coding**, **geometric character proportions**, **clean professional bearing**, and **technical environmental precision**. Period framing encompasses **military science fiction** and **professional heroic narratives** creating **clean, authoritative visual presentation**.
+
+### 4) Technical Execution
+
+**Line:** **Ultra-heavy black outlines** at **3.0-5.0 pt** providing **maximum edge definition** and **character separation**; **interior detail lines** at **1.5-2.5 pt** maintaining **geometric precision** and **structural clarity**. **No line weight variation** - **consistent bold outline emphasis** throughout. **Clean geometric stroke quality** with **sharp angular precision**. **Color:** **Pure flat color philosophy** at **85-100% saturation** featuring **bold primary colors**: **pure reds (#ff0000)**, **pure blues (#0000ff)**, **pure yellows (#ffff00)** for **faction identification**. **Zero gradient usage** - **solid color fills only**. **High contrast color separation** with **clean boundary definition**. **Military color coding** using **primary color schemes**. **Texture:** **Pure cel-shading technique** with **absolutely flat color fills** and **zero gradient work**. **Clean color registration** with **perfect boundary definition**. **No texture effects** that compromise **flat color philosophy**. **Geometric pattern emphasis** over **organic texture variation**. **Detail hierarchy:** **Large expressive anime eyes** with **clean geometric iris definition**. **Professional anime facial proportions** with **clean structural geometry**. **Military bearing emphasis** through **confident postural design**. **Clothing** showing **geometric fold patterns** and **military precision styling**. **Clean feature definition** without **organic softness**. **Material simulation:** **Traditional cel production standards** with **flat color mastery** and **heavy outline definition**. **Clean color fills** with **perfect registration**. **No modern digital effects** that compromise **classic cel animation aesthetics**. **Geometric debris** during **action sequences** maintaining **flat color approach**. **Canvas Adaptation Anchor:** Clean cel animation composition optimized for declared aspect ratio with geometric precision and military professional emphasis. **Renderer mapping hint:** Set stylization to 85-95%, chaos to 5-12%, CFG scale 11-14 for **maximum flat color precision** with **heavy outline definition**.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Military uniforms** or **pilot suits** with **geometric design emphasis**, **clean structural lines** and **professional military styling**, **primary color schemes** for **faction identification**, **functional design** supporting **professional competence**, ornament scale **1-2** (military rank insignia, faction symbols); hair & makeup scale **0-1** (clean professional styling); **military-standard footwear** with **geometric design elements**.
+- **Adults (male-presenting):** **Professional military uniforms** with **geometric tailoring**, **high-collar military styling**, **clean structural design** emphasizing **authoritative bearing**, **primary color faction coding**; accessories **0-1** pieces (military rank indicators, professional gear); **confident military professional aesthetic**.
+- **Youth (girls/boys):** **Military cadet uniforms** or **training attire** with **clean geometric lines**; **age-appropriate military styling**; **professional bearing emphasis**; **no civilian casual elements**; **military training accessories**.
+- **Fabric behavior:** **Crisp geometric fold patterns** with **clean angular creases**. **Military precision** in **fabric maintenance** and **structural presentation**. **Flat color fabric rendering** without **realistic texture variation**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [military rank insignia, control device, technical manual, communication equipment, faction symbol]
+  occasional: [beam weapon, shield device, tactical equipment, command authority item]
+  rare: [prototype military technology, command insignia, advanced technical device]
+  micro: [military badge, technical component, communication device, rank marker]
+  exclusions:
+    - "no civilian recreational items"
+    - "no fantasy elements"
+    - "choose-one: [weapon, device, equipment]"
+  dependencies:
+    - "military items require professional context"
+    - "technical items need geometric design consistency"
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "original dimensions", "gradient shading", "soft organic styling"; **NO thin or variable line weights that reduce outline impact**; **NO realistic color schemes that dilute primary color emphasis**. **✅ Canvas Positives:** "exactly [declared ratio]", "clean cel animation precision"; **Ultra-heavy black outline definition**; **Pure flat color fills** with **primary color dominance**; **Geometric precision** in **character and environmental design**; **Military professional bearing**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Portrait:** Professional military authority with clean geometric character presentation
+- **For 16:9 Military:** Environmental context with geometric precision and flat color rendering
+- **For 3:4 Traditional:** Classic format with Sunrise's cel animation mastery treatment
+
+**Staging:** Subjects positioned with **military professional authority** showing **confident competence** and **heroic determination**. **Clean geometric positioning** emphasizing **structural character presentation**. **Camera/perspective:** **Professional heroic angles** supporting **character authority** within **military technical contexts**. **Background density:** **Geometrically precise** military or **technical environments** with **flat color rendering** and **heavy outline definition**. **Surface Context Anchor:** Traditional cel animation production surface appropriate to military professional storytelling **Ratio Enforcement Anchor:** Military geometric environments extend naturally within declared ratio while maintaining professional authority focus and cel animation authenticity.
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not authentic** to Sunrise's cel animation approach; **omit all embedded text**. Sunrise emphasizes **clean visual military storytelling** through **professional character bearing** and **geometric environmental precision**.
+
+---
+
+# Madhouse Style - Precision Animation Excellence
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 character study** or **3:4 portrait focus** - ignore source image dimensions completely. **CRITICAL CHARACTER DOMINANCE:** Madhouse's character-focused excellence overrides ALL environmental storytelling and background dominance approaches. **COMPLETE CHARACTER PRECISION WITH ATMOSPHERIC SUPPORT REQUIRED.** **Redraw command:** "Transform subject into authentic **Madhouse character-focused animation** for **exact format specification** - NOT environmental integration or Production I.G-style background dominance." **Anti-Environmental-Dominance Priority:** **NO environmental storytelling that competes with character focus, architectural precision that overwhelms character presence, or background complexity that reduces character impact.** **Completely prioritize character excellence with supportive but simplified backgrounds.** **Face-Treatment Flag:** `painterly-contour` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `strict-reframe` **Animation Medium Enforcement:** **Subject must dominate composition as sophisticated anime character with film-quality detail, not environmental integration piece.** **Mode Selector:** Choose [Character Excellence] or [Psychological Portrait] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (character psychological study)
+- **3:4** (portrait excellence focus)
+- **16:9** (cinematic character scene - character still dominates)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with character dominance emphasis
+- **Spatial Allocation:** Subject positioned for maximum character impact (central prominence, psychological focus)
+- **Background Treatment:** Simplified atmospheric environments that support but never compete with character excellence
+- **Format Justification:** Madhouse's character-centric philosophy requires framing that emphasizes individual character sophistication and psychological depth over environmental storytelling
+
+### 3) Artistic Style & Context
+
+Madhouse's legendary approach (1972-present) established **character-focused animation excellence** through **individual character sophistication** and **psychological depth presentation**. Production method emphasizes **character detail priority** with **film-quality facial animation**, **sophisticated character proportions**, **mature character design**, and **atmospheric backgrounds that support without competing**. Purpose centers on **character psychological exploration** through **individual excellence** and **sophisticated character presentation**. Hallmark motifs include **mature character proportions with realistic anime anatomy**, **sophisticated facial detail and expression work**, **psychological depth in character design**, **film-quality character animation potential**, **atmospheric environmental support**, and **character-centric composition dominance**. Period framing encompasses **character-driven narratives** with **sophisticated visual presentation** creating **animation as character art medium**.
+
+### 4) Technical Execution
+
+**Line:** **Character-focused precision weights** ranging **0.6-1.5 pt** for **character definition with sophisticated detail control**. **Environmental line work** at **0.3-0.8 pt** maintaining **supportive but simplified approach**. **Character facial features** receive **maximum line precision** with **psychological expression emphasis**. **Color:** **Character-centric palettes** at **70-85% saturation** with **sophisticated character color harmony** and **environmental color support**. **Character skin tones** with **realistic anime color ranges** and **sophisticated shading**. **Background colors** remain **atmospherically supportive** without **competing for attention**. **Texture:** **Character surface excellence** with **sophisticated anime texture work** and **film-quality character detail**. **Environmental texture** kept **atmospheric and supportive** rather than **architecturally precise**. **Character clothing** with **realistic fabric behavior** and **sophisticated material rendering**. **Detail hierarchy:** **Character faces receive maximum attention** with **sophisticated anime facial proportions**, **psychological expression complexity**, **mature character anatomy**, and **film-quality character detail**. **Backgrounds simplified** to **atmospheric support** maintaining **character visual dominance**. **Material simulation:** **Character-focused rendering** with **sophisticated anime character techniques** and **film-quality character surface work**. **Environmental elements** kept **atmospherically supportive** without **competing material complexity**. **Canvas Adaptation Anchor:** Character excellence maintains dominance within declared aspect ratio with atmospheric environmental support that never competes. **Renderer mapping hint:** Set stylization to 70-80%, chaos to 10-20%, CFG scale 9-12 for **character excellence** with **atmospheric support**.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Sophisticated contemporary styling** with **mature fashion sensibility**, **realistic contemporary silhouettes** supporting **character personality expression**, ornament scale **1-2** (sophisticated accessories supporting character depth); hair & makeup scale **1-2** (mature styling with **character personality reflection**); **sophisticated footwear** appropriate to **character psychology**.
+- **Adults (male-presenting):** **Mature contemporary fashion** with **sophisticated tailoring** and **character personality expression**, **authentic contemporary styling** appropriate to **individual character depth**; accessories **0-2** pieces (psychologically meaningful, character-supporting); **sophisticated character aesthetic**.
+- **Youth (girls/boys):** **Age-appropriate contemporary wear** with **character personality expression** and **sophisticated but appropriate styling**; **character-appropriate footwear**; **styling supporting individual character development**.
+- **Fabric behavior:** **Sophisticated fabric physics** with **realistic contemporary material behavior** and **character personality support through clothing choices**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [character-meaningful object, personal item, lifestyle tool, psychological artifact, identity marker]
+  occasional: [specialized equipment, character hobby item, personal technology, meaningful accessory]
+  rare: [character-defining object, narrative significance item, personal treasure]
+  micro: [personal detail, character charm, psychological anchor, individual marker]
+  exclusions:
+    - "no environmental objects that compete with character focus"
+    - "no complex mechanical items that distract from character excellence"
+  dependencies:
+    - "all props must support character psychology and individual depth"
+    - "character authenticity and psychological relevance mandatory"
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "environmental storytelling dominance", "architectural precision competing with character", "background complexity overwhelming character presence"; **NO Production I.G-style environmental integration**; **NO environmental detail that reduces character impact**; **NO background elements competing for visual attention**. **✅ Canvas Positives:** "exactly [declared ratio]", "character excellence dominance"; **Sophisticated character detail** with **psychological depth**; **Film-quality character animation potential**; **Mature character proportions** with **realistic anime anatomy**; **Atmospheric environmental support** that **enhances rather than competes**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Character:** Character psychological study with maximum character focus and atmospheric support
+- **For 3:4 Portrait:** Character excellence emphasis with sophisticated environmental context that supports
+- **For 16:9 Cinematic:** Character-dominated scene with environmental context supporting character presence
+
+**Staging:** Subjects positioned for **character excellence display** with **psychological depth emphasis** and **sophisticated character presentation**. **Background density:** **Atmospheric environmental support** that **enhances character presence** without **competing for attention** or **overwhelming character excellence**. **Surface Context Anchor:** Character-focused animation production surface appropriate to individual excellence **Ratio Enforcement Anchor:** Character excellence maintains dominance within declared ratio while atmospheric environments provide supportive context without competition.
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not authentic** to Madhouse's character-focused animation approach; **omit all embedded text**. Madhouse emphasizes **character excellence** through **sophisticated individual presentation** and **psychological character depth**.
+
+---
+
+# MAPPA Style - Modern Cinematic Animation
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **16:9 modern cinematic** or **2:3 contemporary portrait** - ignore source image dimensions completely. **CRITICAL MODERN ANIMATION DOMINANCE:** MAPPA's modern cinematic animation overrides ALL digital illustration, over-rendered art, and realistic painting approaches. **COMPLETE MODERN CEL ANIMATION WITH SHARP DIGITAL PRECISION REQUIRED.** **Redraw command:** "Transform subject into authentic **MAPPA modern cinematic animation** for **exact format specification** - NOT digital illustration, realistic rendering, or over-polished art." **Anti-Digital-Illustration Priority:** **NO digital painting smoothness, over-rendered surfaces, or realistic illustration techniques that break animation aesthetic.** **Completely redraw using modern cel animation medium with sharp digital coloring and clean line work.** **Face-Treatment Flag:** `anime-precision` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `strict-reframe` **Animation Medium Enforcement:** **Subject must look like modern cel animation character with sharp digital precision, not digital art or illustration.** **Mode Selector:** Choose [Modern Portrait] or [Cinematic Scene] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **16:9** (modern cinematic standard)
+- **2:3** (contemporary character focus)
+- **3:4** (modern portrait emphasis)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with modern cinematic language
+- **Spatial Allocation:** Subject positioned using contemporary film techniques (character prominence with cinematic support)
+- **Background Treatment:** Clean, modern backgrounds that support character without competing for attention
+- **Format Justification:** MAPPA's modern approach requires cinematic framing that emphasizes contemporary character excellence with sophisticated but supportive environments
+
+### 3) Artistic Style & Context
+
+MAPPA's innovative approach (2011-present) represents **modern anime evolution** through **contemporary cinematic animation** and **sharp digital production excellence**. Production method emphasizes **clean modern cel animation** with **sharp digital coloring**, **contemporary character proportions**, **modern lighting design**, and **cinematic visual language**. Purpose focuses on **modern storytelling** through **contemporary animation techniques** and **cinematic character presentation**. Hallmark motifs include **sharp, clean line work**, **modern digital color precision**, **contemporary character proportions**, **cinematic framing techniques**, **sophisticated modern lighting**, and **clean animation aesthetics**. Period framing encompasses **contemporary settings** with **modern animation production values** creating **next-generation anime aesthetics**.
+
+### 4) Technical Execution
+
+**Line:** **Sharp modern animation weights** at **0.8-1.5 pt** with **clean digital precision** and **contemporary line quality**. **No over-rendering or illustration techniques** - maintain **sharp cel animation aesthetic**. **Character facial features** with **modern anime precision** and **clean geometric definition**. **Color:** **Modern digital palettes** at **80-90% saturation** with **sharp color separation** and **contemporary digital color grading**. **Clean color fills** with **modern anime color harmony**. **Sharp color boundaries** without **digital painting blending** or **over-rendered gradients**. **Texture:** **Clean modern cel animation surface** with **sharp digital precision** and **contemporary animation texture work**. **NO digital illustration textures or over-rendered surface effects**. **Modern fabric rendering** with **clean animation fold patterns**. **Detail hierarchy:** **Contemporary anime facial proportions** with **sharp feature definition** and **modern character design precision**. **Clean background rendering** that **supports without competing**. **Modern animation detail distribution** prioritizing **character excellence**. **Material simulation:** **Modern digital cel animation production** with **sharp color registration** and **clean animation techniques**. **Contemporary lighting models** within **animation framework** - **NO realistic material simulation that breaks animation aesthetic**. **Canvas Adaptation Anchor:** Modern animation composition optimized for declared aspect ratio with contemporary cinematic character focus. **Renderer mapping hint:** Set stylization to 80-90%, chaos to 5-15%, CFG scale 11-15 for **modern animation precision** with **sharp digital clarity**.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Contemporary fashion** with **modern styling trends** and **clean animation rendering**, **current silhouettes** with **sharp digital color application**, ornament scale **1-2** (modern accessories, contemporary items); hair & makeup scale **1-2** (contemporary styling with **clean animation application**); **modern footwear** rendered in **sharp animation style**.
+- **Adults (male-presenting):** **Contemporary masculine fashion** with **modern tailoring** and **clean animation rendering**, **current styling** appropriate to **modern character design**; accessories **0-2** pieces (contemporary, animation-appropriate); **modern urban aesthetic** within **clean animation medium**.
+- **Youth (girls/boys):** **Contemporary youth fashion** with **modern styling** and **clean animation color application**; **modern footwear** rendered in **animation style**.
+- **Fabric behavior:** **Modern animation fabric logic** with **clean fold patterns** and **contemporary material rendering** within **animation framework**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [smartphone, modern headphones, contemporary bag, current technology, modern lifestyle item]
+  occasional: [modern professional equipment, current hobby gear, contemporary tool, modern device]
+  rare: [cutting-edge technology, modern specialized equipment, contemporary professional tool]
+  micro: [modern accessory, current small tech, contemporary personal item, modern detail]
+  exclusions:
+    - "no over-rendered objects that break animation aesthetic"
+    - "no realistic illustration elements inappropriate to animation medium"
+  dependencies:
+    - "all props must be rendered in clean modern animation style"
+    - "contemporary technological accuracy required within animation framework"
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "digital illustration smoothness", "over-rendered surfaces", "realistic painting techniques"; **NO digital art over-polish that breaks animation aesthetic**; **NO environmental detail overwhelming character presence**; **NO illustration techniques inappropriate to modern animation**. **✅ Canvas Positives:** "exactly [declared ratio]", "modern cinematic animation"; **Sharp digital animation precision** with **clean color separation**; **Contemporary character excellence** with **modern animation proportions**; **Cinematic composition techniques** within **animation framework**; **Clean modern backgrounds** that **support character prominence**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 16:9 Cinematic:** Modern cinematic framing with contemporary character prominence and clean background support
+- **For 2:3 Contemporary:** Character focus with modern animation precision and clean environmental context
+- **For 3:4 Modern:** Portrait emphasis with MAPPA's contemporary animation excellence
+
+**Staging:** Subjects positioned using **modern cinematic techniques** showing **contemporary character presentation** within **clean, sophisticated environments**. **Background density:** **Clean modern environments** that **enhance character presence** without **competing for attention** or **overwhelming character excellence**. **Surface Context Anchor:** Modern digital animation production surface appropriate to contemporary storytelling **Ratio Enforcement Anchor:** Modern animation excellence maintains character focus within declared ratio while clean environments provide sophisticated support without competition.
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not authentic** to MAPPA's cinematic animation approach; **omit all embedded text**. MAPPA emphasizes **modern visual storytelling** through **contemporary animation techniques** and **cinematic character presentation**.
+
+---
+
+# Wit Studio Style - Dynamic Action Cinematography
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **16:9 action cinematic** or **3:4 dynamic portrait** - ignore source image dimensions completely. **CRITICAL CLEAN ANIMATION DOMINANCE:** Wit Studio's kinetic animation excellence overrides ALL comic book illustration, superhero art, and over-rendered action effects. **COMPLETE CLEAN CEL ANIMATION WITH SPATIAL MASTERY REQUIRED.** **Redraw command:** "Transform subject into authentic **Wit Studio clean kinetic animation** for **exact format specification** - NOT comic book illustration, superhero art, or over-rendered action effects." **Anti-Comic-Book Priority:** **NO comic book illustration effects, superhero gradient rendering, or over-rendered action sequences that break animation aesthetic.** **Completely redraw using clean cel animation medium with spatial depth mastery and multi-plane environmental integration.** **Face-Treatment Flag:** `anime-precision` **Pose Flag:** `foreshortened-diagonal` **Canvas Control Flag:** `strict-reframe` **Animation Medium Enforcement:** **Subject must look like clean animation character with spatial awareness and kinetic potential, not comic book or illustration art.** **Mode Selector:** Choose [Action Portrait] or [Kinetic Scene] per image.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **16:9** (action cinematography standard)
+- **3:4** (dynamic character emphasis)
+- **2:3** (vertical action composition)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with kinetic spatial emphasis
+- **Spatial Allocation:** Subject positioned for maximum spatial depth and kinetic energy (multi-plane positioning, environmental interaction)
+- **Background Treatment:** Multi-plane environments with clean animation depth and spatial relationship clarity
+- **Format Justification:** Wit Studio's spatial mastery requires dynamic ratios supporting movement potential and environmental integration within clean animation framework
+
+### 3) Artistic Style & Context
+
+Wit Studio's distinctive approach (2012-present) pioneered **kinetic animation excellence** through **clean spatial depth mastery** and **multi-plane environmental integration**. Production method emphasizes **clean cel animation** with **3D space utilization**, **multi-plane background depth**, **realistic spatial relationships**, and **kinetic energy potential** within **traditional animation framework**. Purpose centers on **action storytelling** through **spatial dynamics** and **environmental interaction** using **clean animation techniques**. Hallmark motifs include **multi-plane scrolling depth**, **clean spatial relationship clarity**, **kinetic energy visualization through animation**, **environmental interaction emphasis**, **realistic spatial scaling**, and **clean animation movement potential**. Period framing encompasses **action-driven narratives** with **spatial visual language** creating **kinetic animation storytelling** within **clean cel animation medium**.
+
+### 4) Technical Execution
+
+**Line:** **Clean animation precision weights** ranging **0.8-1.8 pt** based on **spatial depth** and **kinetic emphasis** while maintaining **clean animation line quality**. **No comic book illustration line work or over-rendered action effects**. **Environmental line work** shows **spatial precision** with **clean geometric construction**. **Color:** **Clean cel animation color schemes** at **75-85% saturation** with **spatial depth color coding** and **multi-plane atmospheric perspective**. **Clean color separation boundaries** without **comic book gradient effects** or **superhero illustration rendering**. **Environmental color layering** for **spatial depth clarity**. **Texture:** **Clean cel animation surface** with **spatial texture variation** and **multi-plane environmental detail**. **NO comic book illustration textures, superhero effects, or over-rendered action sequences**. **Clean animation fabric behavior** and **environmental surface accuracy**. **Detail hierarchy:** **Clean anime character proportions** with **athletic action-ready emphasis** and **spatial relationship awareness**. **Multi-plane environmental backgrounds** with **clean animation precision** and **spatial depth clarity**. **Character positioning** shows **natural environmental interaction**. **Material simulation:** **Clean cel animation production** with **spatial depth mastery** and **multi-plane environmental integration**. **Clean animation lighting** with **spatial logic** - **NO comic book effects or illustration rendering**. **Canvas Adaptation Anchor:** Clean animation composition utilizes spatial depth principles optimized for declared aspect ratio with kinetic energy emphasis within animation framework. **Renderer mapping hint:** Set stylization to 75-85%, chaos to 15-25%, CFG scale 10-14 for **clean animation precision** with **spatial depth mastery**.
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Action-ready clothing** with **clean animation rendering**, **movement-friendly cuts** and **practical styling**, **athletic proportions** supporting **dynamic activity** within **clean animation aesthetic**, ornament scale **1-2** (practical accessories, action gear); hair & makeup scale **0-1** (practical styling for **movement potential**); **athletic footwear** rendered in **clean animation style**.
+- **Adults (male-presenting):** **Action-oriented fashion** with **clean animation precision**, **athletic styling** and **practical design elements** within **animation framework**; accessories **0-2** pieces (action gear, practical items); **athletic readiness aesthetic** using **clean animation techniques**.
+- **Youth (girls/boys):** **Active wear** or **movement-friendly clothing** with **clean animation color application**; **athletic footwear** appropriate for **dynamic activity**; **practical styling** supporting **kinetic potential**.
+- **Fabric behavior:** **Clean animation fabric logic** with **realistic movement physics** and **athletic fabric behavior** rendered in **animation style**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [action equipment, athletic gear, dynamic tool, movement accessory, kinetic device]
+  occasional: [specialized action equipment, dynamic technology, athletic enhancement gear]
+  rare: [advanced action gear, kinetic mastery tool, dynamic specialization equipment]
+  micro: [action detail, movement indicator, athletic accessory, dynamic element]
+  exclusions:
+    - "no comic book superhero props inappropriate to clean animation"
+    - "no over-rendered objects that break animation aesthetic"
+  dependencies:
+    - "all props must be rendered in clean animation style"
+    - "action readiness and movement potential required"
+```
+
+### 6) Constraints
+
+**❌ Canvas Negatives:** "comic book illustration effects", "superhero gradient rendering", "over-rendered action sequences"; **NO comic book art style that breaks animation aesthetic**; **NO superhero illustration techniques inappropriate to animation medium**; **NO over-rendered effects that eliminate clean animation clarity**. **✅ Canvas Positives:** "exactly [declared ratio]", "clean kinetic animation"; **Clean cel animation precision** with **spatial depth mastery**; **Multi-plane environmental integration** within **animation framework**; **Kinetic energy potential** through **clean animation techniques**; **Spatial relationship clarity** with **environmental interaction**.
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 16:9 Action:** Kinetic horizontal emphasis with multi-plane action potential and clean animation depth
+- **For 3:4 Dynamic:** Dynamic vertical action with spatial depth integration and clean animation precision
+- **For 2:3 Vertical:** Vertical action emphasis with kinetic energy focus within animation framework
+
+**Staging:** Subjects positioned with **kinetic spatial emphasis** showing **action potential** and **environmental interaction** within **clean multi-plane animation environments**. **Background density:** **Multi-plane animation backgrounds** with **spatial depth precision** and **clean environmental integration**. **Surface Context Anchor:** Clean animation production surface appropriate to kinetic spatial storytelling **Ratio Enforcement Anchor:** Clean animation spatial dynamics extend naturally within declared ratio while maintaining kinetic character focus and environmental integration.
+
+### 8) Typography & Text Integration
+
+**Binary:** omit - **Not authentic** to Wit Studio's clean animation approach; **omit all embedded text**. Wit Studio emphasizes **spatial storytelling** through **clean kinetic composition** and **multi-plane environmental integration**.
\ No newline at end of file
diff --git a/styles-source/archive/dutch_golden_age_profiles.md b/styles-source/archive/dutch_golden_age_profiles.md
new file mode 100644
index 0000000..74482c4
--- /dev/null
+++ b/styles-source/archive/dutch_golden_age_profiles.md
@@ -0,0 +1,457 @@
+# Universal Museum-Grade Dutch Golden Age Painting Prompts
+
+# Johannes Vermeer Museum-Grade Prompt Framework v1.0
+
+**Version:** 1.0
+ **Purpose:** A comprehensive scaffold for generating authentic Vermeer-style paintings based on documented 17th-century Dutch Golden Age techniques, materials, and optical methods.
+
+------
+
+## 🔧 Vermeer-Specific Renderer Configuration
+
+- **Canvas Override Mandate:** Always recompose to exact Vermeer proportions - ignore source dimensions
+- **Optical Authority:** Camera obscura effects take precedence over conventional painting logic
+- **Material Authenticity:** Hand-ground pigments bound with linseed oil on prepared canvas only
+- **Light Dominance:** Northern window light controls all modeling and shadow placement
+- **Ultramarine Priority:** Natural lapis lazuli blue (most expensive pigment) used abundantly as underpainting
+- **Pointillé Authorization:** Globular light dots mandatory for specular highlights
+- **Face-Treatment Flag:** `oil-fat-over-lean` with `glazing-layers-buildup`
+- **Pose Flag:** `candid-motion` or `psychological-tension`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Process-Over-Result:** 17th-century Netherlands painting methods supersede visual description
+
+------
+
+## 📋 Vermeer Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[ratio]** using Vermeer's documented proportions
+- Redraw in **Dutch Golden Age domestic interior style** for **intimate genre painting**
+- Identity via gesture, fabric drape, and lighting rather than facial detail
+- **IP Safeguard Declaration:** Original 17th-century Dutch domestic scene avoiding copyrighted elements
+- **Optical Enhancement:** Camera obscura viewing effects implemented throughout
+- Face-Treatment: `oil-fat-over-lean` with `glazing-layers-buildup`
+- Pose: `candid-motion` (daily activities) or `psychological-tension` (contemplative moments)
+- Canvas Control: `adaptive-extend`
+- **Style Dominance:** Vermeer's documented techniques override all contemporary methods
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION (Vermeer-documented formats):**
+
+**PRIMARY VERMEER RATIOS:**
+
+- `3:4` (Woman Holding a Balance, Girl with Pearl Earring) - intimate portrait mode
+- `4:5` (The Milkmaid, Girl with Red Hat) - close domestic scenes
+- `4:3` (The Art of Painting, Officer and Laughing Girl) - room interiors
+- `5:4` (Music Lesson, Lady Standing at Virginal) - horizontal room scenes
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-interior-architecture with period-appropriate elements
+- **Spatial Allocation:** Subject placement according to Vermeer's documented compositions
+- **Background Treatment:** Delft interior walls with warm buff ground visible
+- **Format Justification:** Chosen ratio serves intimate Dutch domestic interior tradition
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Northern European naturalism, Utrecht Caravaggisti chiaroscuro, Delft perspective traditions
+- **Medium/Production:** Oil on canvas with chalk-lead-white-umber ground preparation, linseed oil binding
+- **Thematic Purpose:** Capture transient domestic moments with supernatural luminosity
+- **Hallmark Motifs:**
+  - Northern window light (single-source illumination from upper left)
+  - Ultramarine-blue fabric modeling with 3-5mm paint thickness
+  - Pointillé highlights (2-4mm globular white paint dots on reflective surfaces)
+  - Delft floor tiles with 15-20% visible aged ground between pigment areas
+  - Maps, musical instruments, and domestic vessels as cultural markers
+- **Period Framing:** Dutch Golden Age domestic interior, c. 1650-1670
+- **Tone Tag:** Contemplative-luminous with optical precision
+
+------
+## 4) Technical Method & Mark-Making
+
+**CANVAS PREPARATION (Required Foundation):**
+
+- Ground layer: chalk + lead-white + linseed oil + raw umber (warm buff tone)
+- Canvas weave: medium-weight linen with visible texture through thin paint areas
+- Double ground application where color adjustment needed
+
+**UNDERPAINTING SEQUENCE:**
+
+- Initial sketch: transparent dark brown (burnt umber + oil) for composition outline
+- Dead coloring: monochrome brown modeling to establish light/shadow structure
+- Flesh underpainting: red lake mixture for warm undertones
+- Ultramarine undercoating: expensive lapis lazuli blue beneath earth colors for chromatic harmony
+
+**WORKING-UP TECHNIQUE:**
+
+- Fat-over-lean oil application (increasing oil content in successive layers)
+- Limited daily palette: 3-5 hand-ground pigments per session
+- Wet-into-wet blending for atmospheric effects
+- Brush handle scratching to reveal under-layers for texture
+
+**OPTICAL EFFECTS:**
+
+- Camera obscura characteristics: exaggerated size relationships, shallow depth of field
+- Circles of confusion: unfocused highlights rendered as soft glowing orbs
+- Pointillé technique: 2-4mm white paint drops applied wet-into-wet for specular highlights
+- Halation effects: light diffusion around bright objects
+
+**PIGMENT SPECIFICATIONS:**
+
+- **Natural Ultramarine:** Pure lapis lazuli, hand-ground, used abundantly for underpainting and blue elements
+- **Lead-tin Yellow:** Bright, durable yellow for illuminated fabrics
+- **Vermilion:** Mercury sulfide red for warm accents
+- **Madder Lake:** Transparent red glaze for fabric shadows and flesh warmth
+- **Lead White:** Titanium-free historic white for highlights and mixing
+- **Raw Umber:** Earth brown for sketching and warm shadows
+- **Ivory Black:** Bone char black, limited use
+
+**GLAZING TECHNIQUE:**
+
+- Transparent color layers over dried underpainting
+- Madder lake glazes over ultramarine for purple effects
+- Natural ultramarine glazes for deepening blues
+- Oil-to-pigment ratio optimized for transparency
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**AUTHENTIC PERIOD WARDROBE:**
+
+- **Women:** Linen caps/head coverings, wool bodices with lacing, linen chemises, wool skirts
+- **Men:** Doublets, breeches, linen shirts, felt hats, leather shoes
+- **Fabric Physics:** Wool drape (heavy vertical fall), linen texture (visible weave), silk sheen (light reflection)
+- **Construction Methods:** Hand-sewn seams, bone or wooden buttons, tied lacings
+- **Color Palette:** Indigo blues, madder reds, weld yellows, natural white linens, umber browns
+
+**AUTHENTIC DUTCH PROPS (Maximum 2):**
+
+```yaml
+Musical_Instruments: [virginal, lute, recorder, sheet_music]
+Domestic_Vessels: [ceramic_pitcher, pewter_plates, glass_wine_roemer, delft_blue_bowl]
+Reading_Materials: [leather_bound_books, letters, maps, documents]
+Textile_Work: [lace_pillow, sewing_basket, thread_spools, embroidery_frame]
+Lighting: [brass_candlestick, oil_lamp, lantern]
+Furniture: [oak_chair, persian_carpet, table_covering]
+```
+
+**COLOR AUTHENTICITY:** All pigments must be period-available: no chromium, cadmium, or synthetic colors
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives (Anti-Modern Elements):**
+
+- "contemporary fashion", "modern lighting", "electric illumination", "synthetic pigments"
+- "harsh shadows", "multiple light sources", "photographic depth of field"
+- "smooth paint surface", "airbrush effects", "digital perfection"
+- "bright primary colors", "saturated hues", "poster paint appearance"
+
+**✅ Canvas Positives (Required Vermeer Elements):**
+
+- "exactly [declared ratio]", "Dutch Golden Age proportions", "intimate domestic scale"
+- "northern window light", "camera obscura depth effects", "optical viewing characteristics"
+- "hand-ground pigment texture", "visible brush marks in thick passages", "glazing transparency"
+- "ultramarine underpainting", "pointillé highlights", "warm ground tone visible"
+- "17th-century Netherlands interior authenticity", "period-accurate materials only"
+
+------
+## 7) Composition & Lighting Patterns
+
+**VERMEER-SPECIFIC SPATIAL RULES:**
+
+**LIGHTING LOGIC (Mandatory):**
+
+- Single northern window as primary light source (upper left quadrant)
+- Gradual light falloff creating atmospheric perspective
+- Cast shadows following documented angle (45-60 degrees from window)
+- Reflected light from walls creating secondary illumination
+
+**INTERIOR ARCHITECTURE:**
+
+- Delft domestic interior with plastered walls
+- Visible structural elements: ceiling beams, window frames, floor tiles
+- Wall color: warm buff tone (ground layer visible through thin paint)
+- Floor: geometric tile patterns with perspective accuracy
+- Windows: leaded glass with realistic light transmission
+
+**FIGURE COMPOSITION:**
+
+- Subject placement respecting camera obscura proportional relationships
+- Foreground figures significantly larger than background elements
+- Shallow depth of field with selective focus areas
+- Balance between figure dominance (60-70%) and environmental context
+
+**OPTICAL PERSPECTIVE:**
+
+- Camera obscura viewing characteristics: compressed tonal range
+- Exaggerated size relationships from optical projection
+- Subtle optical distortions at frame edges
+- Atmospheric perspective through tonal gradation
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Interior plaster walls with warm undertone
+- **Light Source:** Northern window with period-accurate glass and leading
+- **Floor Treatment:** Geometric tiles with mathematical perspective accuracy
+- **Atmospheric Depth:** Gradual tonal compression from foreground to background
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**TEXT INTEGRATION POLICY:** Minimal and period-authentic only
+
+**IF TEXT PERMITTED:**
+
+- **Historical Accuracy:** Latin inscriptions, Dutch phrases, or musical notation only
+- **Period Typography:** Hand-lettered script or carved inscriptions appropriate to 1650-1670
+- **Integration Method:** Text as painted elements within the scene (book pages, letters, maps)
+- **Placement:** Never dominant, always supporting compositional elements
+- **Material Authenticity:** Ink/paint rendering consistent with period methods
+
+**DECORATIVE ELEMENTS:**
+
+- Wall maps with period-accurate cartography and hand-coloring
+- Paintings-within-paintings showing contemporary artistic styles
+- Musical notation on authentic period compositions
+- Ceramic decorations with Delft blue-and-white patterns
+- Persian carpet motifs with authentic weaving patterns
+
+**HISTORICAL VALIDATION:**
+
+- All decorative elements documented from 17th-century Netherlands sources
+- No anachronistic symbols, text, or imagery
+- Cultural authenticity maintained throughout
+
+------
+
+# Rembrandt van Rijn Oil Painting Prompt - Dutch Golden Age Master
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** - ignore source image dimensions completely. Redraw in **Dutch Golden Age oil painting technique circa 1630-1669** for **classical portrait format**. Identity via silhouette/gesture/expression. **IP Safeguard Declaration:** Create original portrait design avoiding copyrighted elements appropriate to 17th-century Dutch painting style. **Face-Treatment Flag:** `oil-fat-over-lean` **Pose Flag:** `psychological-tension` **Canvas Control Flag:** `adaptive-extend` **Style Dominance:** Rembrandt's revolutionary chiaroscuro and impasto technique supersedes photographic accuracy. **Mode Selector:** gallery portrait
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `3:4` (classical portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with atmospheric background
+- **Spatial Allocation:** Subject positioned in upper two-thirds with dramatic lighting from left
+- **Background Treatment:** Extend warm, neutral brown-grey atmospheric depth to fill 3:4 ratio
+- **Format Justification:** 3:4 ratio matches Rembrandt's preferred portrait proportions, allowing psychological intimacy while accommodating his signature dramatic lighting scheme
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Dutch Golden Age portraiture, Caravaggio's chiaroscuro, Titian's impasto innovations
+- **Medium/Production method:** Oil on canvas with double-ground preparation - reddish-brown base layer beneath lighter topcoat of lead white mixed with umber, creating reddish-gray surface optimal for chiaroscuro effects
+- **Thematic purpose:** Psychological penetration and emotional truth through masterful light manipulation
+- **3-5 hallmark motifs:** Dramatic single-source lighting (150% contrast ratio), thick impasto highlights (3-5mm paint thickness), transparent shadow glazes, warm earth-tone palette dominance, penetrating psychological gaze
+- **Period framing:** Dutch Republic 1630-1669, Protestant Reformation context, bourgeois patronage system
+- **Tone Tag:** contemplative-intense
+- **Production Era Authenticity:** 17th-century Dutch oil painting methods with hand-ground pigments, linseed oil medium, canvas preparation using traditional chalk/quartz grounds
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Line quality:** Invisible drawing foundation with brown oil paint underdrawing, fluid brushwork varying from precise detail to loose atmospheric treatment
+- **Color mixing methods:** Alla prima in lights, glazing technique in shadows, limited palette of earth tones (burnt sienna, raw umber, yellow ochre) with lead white and vermilion accents
+- **Texture thickness:** Heavy impasto in highlights (3-5mm) created with lead white and lead-tin yellow, smooth glazed shadows using transparent browns
+- **Edge treatment:** Lost and found edges with soft atmospheric transitions, sharp light-shadow boundaries
+- **Stroke economy:** Economic brushwork with loaded bristle brushes, palette knife texture in thick passages
+- **Surface depth:** Double-ground canvas preparation creating middle-tone working surface, glazes over dried impasto for optical depth
+- **Detail hierarchy:** Sharp focus on facial features and hands (90% detail concentration), atmospheric dissolution in backgrounds (30% detail)
+- **Material simulation:** Authentic oil paint characteristics - slow drying, translucent glazes, opaque impastos
+
+**Pose Anchors:** Head tilted 15 degrees, shoulder-hip angle differential 25 degrees, weight distribution 70% to one side, contemplative hand gesture with visible tension
+
+**Scale Hierarchy Anchor:** Natural proportions with subtle psychological emphasis - eyes 110% intensity, hands 105% presence
+
+**Material Authenticity Anchor:** Surface exhibits genuine oil paint characteristics - visible brushstrokes in impasto, smooth blending in flesh tones, crackling patterns in aged paint film
+
+**Period Consistency Anchor:** All technical elements match documented 17th-century Dutch methods - ground preparation, pigment selection, application techniques
+
+**Production Method Anchor:** Traditional oil painting methods including fat-over-lean principle, glazing over impasto, heat-bodied oil medium
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 portrait format with single-source lighting scheme designed for vertical emphasis
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:** 17th-century Dutch adult attire with period-accurate construction **Fabric behavior:** Heavy wool and silk with natural drape, linen collars with crisp folding, rich velvet with deep pile texture showing authentic weaving patterns **Accessory caps:** Minimalist 1-2 items - white linen collar, simple jewelry with period metalwork **Color palette:** Restricted to earth tones and deep jewel colors available in 17th-century Holland - burnt umber, raw sienna, deep crimson, ivory white, charcoal black **Wardrobe variation required:** Rich brown doublet with white linen collar, avoiding repeated color schemes **Props:** Single prop - leather-bound book OR ornate goblet (total ≤1) with authentic 17th-century craftsmanship
+
+**YAML prop pools:**
+
+```yaml
+scholarly:
+  - leather-bound folio with brass clasps
+  - quill pen with ink pot
+  - rolled parchment with red wax seal
+domestic:
+  - silver chalice with engraved surface
+  - ornate brass candlestick
+  - carved wooden cross
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "modern photographic lighting", "digital smoothing effects", "contemporary costume elements", "synthetic paint appearance"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly 3:4 ratio", "recomposed for classical portrait format", "authentic 17th-century Dutch oil technique", "hand-ground pigment appearance", "traditional canvas preparation visible", "period-accurate chiaroscuro lighting"
+
+**Vocabulary warnings:** Avoid "smooth", "perfect", "modern", "photographic", "digital" - emphasize "painterly", "atmospheric", "luminous", "psychological"
+
+------
+## 7) Composition & Lighting Patterns
+
+**PORTRAIT RATIO COMPOSITION (3:4):** Vertical emphasis with subject dominance ≥75%, hierarchical staging optimized for intimate viewing distance
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Single-point perspective with atmospheric perspective in backgrounds, following Dutch Golden Age conventions
+- **Grid/symmetry:** Informal triangular composition with psychological weight, avoiding rigid mathematical placement
+- **Figure:ground %:** 75% figure presence, 25% atmospheric background with warm brown-grey tones
+- **Density %:** 85% detail concentration in upper two-thirds, optimized for 3-foot viewing distance
+- **Lighting logic:** Single dramatic light source from upper left at 45-degree angle, creating 60% shadow area with transparent glazes
+- **Detail:negative space:** 70% detailed rendering in focal areas, 30% atmospheric dissolution maintaining 3:4 vertical emphasis
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Prepared linen canvas with traditional double-ground surface showing authentic texture
+- **Frame/Band Anchor:** Omit entirely - pure painterly surface without decorative borders
+- **Production Context Anchor:** 17th-century Dutch studio methods with natural daylight and oil paint medium
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 portrait format with vertical lighting emphasis
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit
+
+Typography omitted entirely - pure painted surface without text elements, following traditional Dutch portrait conventions.
+
+---
+
+# Frans Hals Oil Painting Prompt - Dutch Golden Age Master of Alla Prima
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** - ignore source image dimensions completely. Redraw in **Frans Hals alla prima technique circa 1610-1666** for **classical portrait format**. Identity via silhouette/gesture/expression with characteristic vitality and movement. **IP Safeguard Declaration:** Create original portrait design avoiding copyrighted elements appropriate to 17th-century Dutch painting style. **Face-Treatment Flag:** `alla-prima-direct` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `adaptive-extend` **Style Dominance:** Frans Hals' revolutionary loose brushwork and spontaneous vitality supersedes photographic accuracy. **Mode Selector:** gallery portrait
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `3:4` (classical portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with dynamic atmospheric background
+- **Spatial Allocation:** Subject positioned dynamically with 15-degree tilt, avoiding static centering
+- **Background Treatment:** Extend neutral grey-brown atmosphere with loose, gestural brushwork to fill 3:4 ratio
+- **Format Justification:** 3:4 ratio optimal for Hals' animated portrait style, allowing full gestural expression and dynamic pose within traditional proportions
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Dutch Golden Age bourgeois portraiture, revolutionary alla prima technique, Spanish masters encountered in Antwerp (Rubens influence)
+- **Medium/Production method:** Oil on canvas with immediate direct painting - minimal underpainting, alla prima execution with quick decisive brushstrokes, chalk/pink grey undercoat for luminosity
+- **Thematic purpose:** Capture living personality and social vitality of Dutch merchant class through dynamic brushwork
+- **3-5 hallmark motifs:** Lightning-fast visible brushstrokes, warm flesh tones with vivid touches, blue-green shadow passages, candid animated expressions, loose gestural clothing treatment with fabric suggestion rather than detail
+- **Period framing:** Dutch Republic Golden Age 1610-1666, Protestant merchant culture, Haarlem civic guard society
+- **Tone Tag:** spirited-animated
+- **Production Era Authenticity:** 17th-century Dutch alla prima methods with immediate wet-on-wet application, minimal drying time between applications
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Line quality:** Minimal initial drawing with brush and thin brown paint, emphasis on direct paint application with loaded brush techniques
+- **Color mixing methods:** Wet-on-wet blending, quick color suggestions rather than precise mixing, earth palette with vivid accent touches
+- **Texture thickness:** Varied impasto - thin in shadows (1-2mm), moderate loading in lights (2-4mm), visible brush hair marks and directional strokes
+- **Edge treatment:** Broken, lost-and-found edges with atmospheric dissolution, sharp accents only in focal areas
+- **Stroke economy:** Maximum expression with minimum brushstrokes, loaded brush technique, confident single-pass application
+- **Surface depth:** Minimal grey-pink underpainting showing through, immediate paint application creating optical mixing
+- **Detail hierarchy:** 95% energy in facial expression and gesture, 40% detail in clothing (suggested fabric rather than rendered), 20% background completion
+- **Material simulation:** Authentic alla prima oil characteristics - wet-into-wet blending, spontaneous mark-making, visible painting process
+
+**Pose Anchors:** Head animated tilt 10-20 degrees, shoulder-hip rotation creating dynamic line, hand gestures mid-motion, weight shift suggesting movement
+
+**Scale Hierarchy Anchor:** Natural proportions with emphasis on expressive features - eyes 120% intensity through brushwork energy, hands 110% gestural presence
+
+**Material Authenticity Anchor:** Surface exhibits genuine alla prima characteristics - visible brush loading, wet-blend transitions, spontaneous mark confidence
+
+**Period Consistency Anchor:** All technical elements match documented Hals methods - quick execution, minimal underpainting, direct color application
+
+**Production Method Anchor:** Authentic alla prima wet-on-wet technique with single-session energy and paint handling confidence
+
+**Canvas Adaptation Anchor:** Dynamic composition optimized for 3:4 portrait format with animated pose suited to vertical emphasis
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:** 17th-century Dutch merchant class attire with period-accurate construction but loose, lived-in presentation **Fabric behavior:** Natural fabric drape and movement - silk with lustrous highlights, wool with soft texture, linen collars with casual positioning rather than stiff formality **Accessory caps:** Minimalist 1-2 items - white lace collar, simple hat OR modest jewelry with period metalwork **Color palette:** Hals' characteristic range - warm flesh tones, earth browns, vivid accent colors (vermillion, yellow ochre), blue-green shadows, crisp whites **Wardrobe variation required:** Rich costume variety - black doublets with lace, colorful slashed sleeves, casual outdoor wear, avoiding repetitive formal poses **Props:** Single dynamic prop - musical instrument OR glass/cup OR letter (total ≤1) suggesting animation and social activity
+
+**YAML prop pools:**
+
+```yaml
+musical:
+  - lute with visible strings
+  - simple flute or recorder
+  - sheet music with visible notes
+social:
+  - wine glass half-raised
+  - ceramic jug or tankard
+  - playing cards in hand
+scholarly:
+  - letter being read
+  - small book held casually
+  - writing quill in motion
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "static formal pose", "meticulous detail rendering", "smooth blended finish", "photographic precision", "tight controlled brushwork"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly 3:4 ratio", "recomposed for classical portrait format", "authentic alla prima technique", "visible confident brushstrokes", "wet-on-wet paint application", "spontaneous energetic execution", "Frans Hals characteristic looseness"
+
+**Vocabulary warnings:** Avoid "polished", "refined", "detailed", "finished" - emphasize "spontaneous", "vigorous", "animated", "confident", "loose"
+
+------
+## 7) Composition & Lighting Patterns
+
+**PORTRAIT RATIO COMPOSITION (3:4):** Vertical emphasis with dynamic subject placement ≥70%, animated staging avoiding rigid symmetry
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Slight foreshortening creating dynamic presence, avoiding flat frontal presentation
+- **Grid/symmetry:** Asymmetrical dynamic balance with energetic pose lines
+- **Figure:ground %:** 75% figure dominance, 25% atmospheric background with loose neutral tones
+- **Density %:** 90% energy in upper two-thirds, optimized for immediate viewing impact at 4-foot distance
+- **Lighting logic:** Natural daylight from window source, creating warm flesh modeling with blue-green shadow passages
+- **Detail:negative space:** 80% expressive brushwork in focal areas, 20% atmospheric suggestion maintaining 3:4 vertical flow
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Prepared canvas with minimal grey-pink ground showing through paint layers
+- **Frame/Band Anchor:** Omit entirely - pure alla prima painted surface without decorative elements
+- **Production Context Anchor:** 17th-century Haarlem studio methods with direct daylight and immediate oil technique
+- **Ratio Enforcement Anchor:** Dynamic composition designed specifically for 3:4 portrait format emphasizing animated character
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit
+
+Typography omitted entirely - pure alla prima painted surface without text elements, following Hals' portrait conventions focusing on pure painterly expression.
\ No newline at end of file
diff --git a/styles-source/archive/fantasy_illustration_prompts.md b/styles-source/archive/fantasy_illustration_prompts.md
new file mode 100644
index 0000000..00e7978
--- /dev/null
+++ b/styles-source/archive/fantasy_illustration_prompts.md
@@ -0,0 +1,1017 @@
+# Universal Museum-Grade Fantasy Illustration Prompts v4.0
+
+
+
+## Don Maitz Style - Narrative Realism Maritime Adventures
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 book cover format** or **3:4 classical portrait** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Don Maitz's narrative realism** style for **exact format specification**." **Likeness (style-first):** Identity via **heroic silhouette/adventurous gesture/confident determined expression**; integrate into **traditional oil painting** medium emphasizing **maritime authenticity** and **historical adventure**. **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Maitz's narrative realism overrides fantasy clichés, prioritizing **authentic historical detail** and **plausible adventure scenarios**. **Gender respect:** Honor presented gender while maintaining Maitz's **heroic adventure proportions** and **confident character design**. **IP guardrail:** Archetypes only; no direct Captain Morgan references or copyrighted characters. **Mode Selector:** Choose [Adventure Portrait] or [Maritime Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (book cover adventure format)
+- **3:4** (classical portrait emphasis)
+- **16:9** (panoramic maritime scene)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with narrative environmental expansion
+- **Spatial Allocation:** Subject positioned for heroic adventure impact (confident positioning within plausible historical setting)
+- **Background Treatment:** Extend authentic maritime or adventure environments (ships, tropical islands, historical architecture) with plein air landscape accuracy
+- **Format Justification:** Maitz's narrative illustration tradition supports any ratio through environmental storytelling while maintaining character heroism and historical authenticity
+## 3) Style Context & Material Authenticity
+
+Don Maitz's distinguished approach (1975-present) represents **"fantastic realism"** through **traditional oil painting techniques** combined with **maritime authenticity** and **adventure narrative**. Production method emphasizes **classical oil painting methods** with **centuries-old techniques**, **plein air landscape observation**, **historical research accuracy**, and **narrative illustration principles**. Purpose focuses on **adventure storytelling** through **heroic character presentation** and **authentic environmental integration**. Hallmark motifs include **pirate and maritime adventures**, **authentic sailing vessels with rigging accuracy**, **tropical island landscapes**, **classical figure painting proportions**, **swashbuckling adventure scenarios**, and **plein air atmospheric effects**. Period framing encompasses **historical maritime settings** with **adventure romance elements** creating **authentic adventure fantasy**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Classical painting line work** with **traditional brush control** ranging **0.5-1.5 pt** for **form definition** and **atmospheric edge work**; **no hard outline dependency** - forms defined through **color temperature** and **value relationships**. **Traditional drawing foundation** with **accurate anatomical proportions**. **Color:** **Classical oil painting palette** at **65-80% saturation** with **authentic color relationships** and **plein air atmospheric perspective**. **Maritime colors**: **ocean blues (#1e40af, #0369a1)**, **tropical turquoise (#06b6d4)**, **sunset golds (#f59e0b)**, **authentic wood browns (#92400e)**. **Temperature-based modeling** with **warm lights** and **cool shadows**. **Texture:** **Traditional oil painting surface** with **visible brush work** and **classical painting techniques**. **Maritime texture accuracy**: **rope and rigging detail**, **weathered wood grain**, **fabric drape physics**, **ocean wave patterns**. **Atmospheric perspective** through **color temperature shifts**. **Detail hierarchy:** **Character faces** receive **portrait-quality attention** with **classical proportions**, **maritime gear** rendered with **historical accuracy**, **environmental elements** showing **plein air observation** and **authentic detail**, **atmospheric integration** where **characters belong naturally** in their **adventure settings**. **Material simulation:** **Traditional oil painting techniques** with **classical color mixing** and **brush economy**. **Authentic texture rendering**: **metal, fabric, wood, water** with **historical accuracy**. **Atmospheric effects** through **traditional glazing** and **scumbling techniques**. **Canvas Adaptation Anchor:** Classical narrative composition extends naturally within declared aspect ratio with authentic adventure environmental integration. **Renderer mapping hint:** Set stylization to 65-75%, chaos to 10-20%, CFG scale 8-11 for **classical realism** with **adventure authenticity**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Period-accurate adventure clothing** with **practical maritime styling**, **authentic fabric choices** for **historical periods**, **functional adventure wear** including **riding boots, practical skirts, fitted bodices**, ornament scale **1-2** (period jewelry, adventure accessories); hair & makeup scale **1** (period-appropriate natural styling); **practical adventure footwear** with **historical accuracy**.
+- **Adults (male-presenting):** **Authentic maritime clothing** with **period-accurate tailoring**, **pirate or naval styling** with **historical foundation**, **practical adventure gear** including **boots, breeches, shirts, vests**; accessories **1-2** pieces (period weapons, nautical gear); **swashbuckling adventure aesthetic** with **historical authenticity**.
+- **Youth (girls/boys):** **Period-appropriate children's clothing** with **adventure practicality** and **historical accuracy**; **age-appropriate adventure accessories**; **practical footwear** for **maritime settings**.
+- **Fabric behavior:** **Authentic historical fabric physics** with **period-accurate materials** and **environmental interaction** showing **wind, salt air, and adventure wear patterns**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [cutlass sword, spyglass, treasure map, rope coil, ship's compass]
+  occasional: [flintlock pistol, nautical astrolabe, treasure chest, maritime lantern]
+  rare: [captain's tricorn hat, naval telescope, ship's wheel, treasure medallion]
+  micro: [nautical knot, coin, shell, small maritime tool]
+  exclusions:
+    - "no fantasy elements inappropriate to historical adventure"
+    - "no modern items breaking period authenticity"
+  dependencies:
+    - "maritime items require historical accuracy and functional design"
+    - "adventure props must support narrative storytelling"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original aspect ratio", "fantasy clichés without historical foundation", "generic pirate stereotypes"; **NO fantasy elements that break historical plausibility**; **NO costume designs that prioritize fantasy over authentic adventure**; **NO environmental elements that feel artificially fantastic**. **✓ Canvas Positives:** "exactly [declared ratio]", "authentic adventure narrative"; **Classical oil painting techniques** with **traditional surface quality**; **Authentic maritime environments** with **plein air landscape accuracy**; **Heroic adventure character presentation** with **historical foundation**; **Narrative illustration storytelling**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Book Cover:** Adventure character prominence with narrative environmental support and space for title placement
+- **For 3:4 Classical:** Portrait emphasis with authentic adventure context and classical composition principles
+- **For 16:9 Maritime:** Panoramic adventure scene with authentic maritime environments and heroic character integration
+
+**Staging:** Subjects positioned within **authentic adventure scenarios** showing **heroic competence** and **environmental mastery** in **historically plausible settings**. **Camera/perspective:** **Classical painting viewpoints** supporting **narrative clarity** and **heroic character presentation**. **Background density:** **Detailed maritime environments** with **plein air landscape accuracy** and **historical authenticity** supporting **adventure narrative**. **Surface Context Anchor:** Traditional oil painting surface appropriate to classical adventure illustration **Ratio Enforcement Anchor:** Adventure narrative environments extend authentically within declared ratio while maintaining character heroism and historical plausibility.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for book cover illustration tradition; **allow embedded text** for **narrative illustration purposes**.
+
+**Ratio-Appropriate Zones:** Adventure composition optimized for declared aspect ratio with **title placement consideration**
+
+**Copy limits:** ≤4 words/line for **adventure titles**, ≤5 coverlines positioned strategically within composition
+
+**Font recommendation:** **Closest Google Font: Cinzel (classical inscription analog, 80%). Better: Trajan Pro or classical inscription fonts appropriate to adventure themes.**
+
+**Format-Specific Text Rules:**
+
+- **Book cover mode:** mandatory text integration, author > title hierarchy, adventure theme typography
+- **Classical portrait mode:** omit text entirely for pure artistic presentation
+- **Maritime scene mode:** optional adventure theme text integration
+
+**Historical accuracy:** fonts must support adventure narrative without breaking historical plausibility.
+
+------
+
+## Keith Parkinson Style - Epic Fantasy Realism
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 fantasy epic format** or **16:9 landscape panorama** - ignore source image dimensions completely. **CRITICAL TACTILE REALISM DOMINANCE:** Keith Parkinson's museum-quality oil painting realism overrides ALL digital art smoothness, simplified fantasy, and flat rendering approaches. **COMPLETE TRADITIONAL OIL PAINTING WITH TACTILE SURFACE REQUIRED.** **Redraw command:** "Transform subject into authentic **Keith Parkinson tactile oil painting realism** for **exact format specification** - NOT digital art, simplified fantasy, or smooth rendering." **Anti-Digital Priority:** **NO digital smoothness, flat surfaces, or simplified rendering that eliminates tactile oil painting quality.** **Completely redraw using traditional oil painting techniques with visible brushwork and surface texture.** **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `power-stance` **Canvas Control Flag:** `adaptive-extend` **Traditional Medium Enforcement:** **Subject must exhibit tactile oil painting realism with visible brushwork, not digital or smooth aesthetic.** **Mode Selector:** Choose [Epic Character] or [Fantasy Landscape] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (fantasy epic character focus)
+- **16:9** (fantasy landscape panorama)
+- **3:4** (classical fantasy portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with epic fantasy environmental expansion
+- **Spatial Allocation:** Subject positioned for maximum fantasy epic impact (heroic positioning within vast fantasy landscapes)
+- **Background Treatment:** Extend detailed fantasy environments (mountains, castles, magical landscapes) with atmospheric depth and classical landscape accuracy
+- **Format Justification:** Parkinson's epic fantasy philosophy requires expansive formats supporting both intimate character focus and vast environmental scope with painterly realism
+## 3) Style Context & Material Authenticity
+
+Keith Parkinson's masterful approach (1980-2005) established **"realism painted with a brush"** through **classical painting techniques** applied to **fantasy subject matter**. Production method emphasizes **traditional oil painting mastery** with **solid classical foundation**, **Frank Frazetta and Roger Dean influences**, **tactile surface quality**, and **atmospheric perspective mastery**. Purpose centers on **epic fantasy storytelling** through **believable fantasy worlds** and **heroic character integration**. Hallmark motifs include **magnificent gnarled trees with detailed bark texture**, **majestic dragons with believable anatomy**, **atmospheric fantasy landscapes**, **classical female figures with Hellenistic proportions**, **detailed armor and weaponry**, and **tactile surface quality throughout**. Period framing encompasses **timeless fantasy settings** with **classical painting sophistication** creating **museum-quality fantasy art**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Painterly form definition** through **color and value relationships** rather than **hard outline dependency**; **classical drawing foundation** at **traditional academic standards** with **accurate anatomical knowledge**. **Brush-defined edges** ranging from **sharp focus areas** to **atmospheric soft transitions**. **Color:** **Rich earth-tone fantasy palette** at **80-90% saturation** with **deep atmospheric color relationships** and **natural landscape color harmony**. **Parkinson signature earth tones**: **deep forest greens (#0f5132, #166534)**, **rich mountain stone (#4b5563, #374151)**, **golden firelight (#d97706, #ea580c)**, **natural sky blues (#0369a1, #0284c7)**, **weathered leather browns (#92400e, #a16207)**. **Natural color temperature relationships** with **atmospheric depth through color**. **Texture:** **Authentic oil painting surface** with **visible impasto brushwork** and **traditional painting texture variety**. **Parkinson texture mastery**: **individual dragon scales with raised paint texture**, **deeply grooved tree bark with dimensional brushwork**, **fabric showing authentic paint application**, **metal surfaces with varied brush techniques**. **Multi-layered paint application** showing **traditional oil painting depth**. **Tactile surface quality** where **paint texture is visible and dimensional**. **Detail hierarchy:** **Dragon anatomy** receives **maximum biological precision** with **individual scale rendering**, **fantasy creatures** with **anatomical plausibility** and **detailed texture work**, **environmental elements** showing **multi-plane atmospheric depth** and **natural landscape mastery**, **magical elements** integrated with **painterly convincingness**. **Traditional oil painting surface emphasis** where **brushwork contributes to form and texture**. **Material simulation:** **Classical oil painting techniques** with **centuries-old methods** and **fantasy imagination integration**. **Surface variety mastery**: **rough stone, smooth scales, weathered wood, flowing water** all with **tactile authenticity**. **Atmospheric effects** through **traditional glazing** and **classical painting methods**. **Canvas Adaptation Anchor:** Epic fantasy composition extends naturally within declared aspect ratio with classical landscape integration and tactile surface quality. **Renderer mapping hint:** Set stylization to 70-80%, chaos to 15-25%, CFG scale 9-12 for **classical realism** with **fantasy imagination**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Classical fantasy styling** with **Hellenistic proportions** and **flowing fabric emphasis**, **practical fantasy armor** with **authentic weight** and **protective function**, **period fantasy clothing** showing **realistic fabric behavior**, ornament scale **2-3** (fantasy jewelry, magical accessories, classical design elements); hair & makeup scale **1-2** (classical beauty with **natural emphasis**); **practical fantasy footwear** with **authentic design**.
+- **Adults (male-presenting):** **Heroic fantasy armor** with **authentic weight** and **protective design**, **classical proportions** with **heroic emphasis**, **practical fantasy clothing** showing **realistic wear patterns**; accessories **2-3** pieces (fantasy weapons, magical items, heroic gear); **epic fantasy warrior aesthetic** with **classical foundation**.
+- **Youth (girls/boys):** **Age-appropriate fantasy clothing** with **classical proportions** and **practical design**; **appropriate fantasy accessories**; **practical footwear** for **fantasy adventure**.
+- **Fabric behavior:** **Classical fabric physics** with **authentic drape** and **environmental interaction** showing **wind effects** and **realistic wear patterns** within **fantasy contexts**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [fantasy sword, magical staff, spell book, fantasy shield, mystical amulet]
+  occasional: [dragon egg, magical orb, fantasy bow, enchanted armor piece]
+  rare: [legendary weapon, dragon companion, magical artifact, ancient tome]
+  micro: [magical gem, fantasy coin, mystical symbol, elemental crystal]
+  exclusions:
+    - "no cartoon or anime-influenced objects"
+    - "no items that break classical painting authenticity"
+  dependencies:
+    - "fantasy items require classical painting surface quality"
+    - "magical elements must integrate believably with realistic rendering"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "digital art smoothness", "flat rendering", "simplified fantasy illustration", "blue-dominant coloring"; **NO digital painting techniques that eliminate oil painting texture**; **NO simplified creature anatomy that breaks biological precision**; **NO flat environmental backgrounds that lack atmospheric depth**; **NO smooth surfaces that eliminate visible brushwork**. **✓ Canvas Positives:** "exactly [declared ratio]", "epic fantasy realism"; **Classical painting techniques** with **tactile surface quality**; **Fantasy elements** integrated with **painterly believability**; **Atmospheric perspective** with **classical landscape mastery**; **Heroic character proportions** with **anatomical accuracy**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Fantasy Epic:** Character heroism emphasis with detailed fantasy environmental support
+- **For 16:9 Landscape:** Panoramic fantasy scope with atmospheric depth and character environmental integration
+- **For 3:4 Classical:** Portrait focus with Parkinson's tactile surface quality and fantasy context
+
+**Staging:** Subjects positioned within **epic fantasy scenarios** showing **heroic presence** in **vast, believable fantasy landscapes** with **classical composition principles**. **Camera/perspective:** **Classical painting viewpoints** supporting **epic scope** and **heroic character presentation**. **Background density:** **Multi-plane atmospheric environments** with **natural landscape mastery** and **traditional oil painting atmospheric quality**. **Natural environmental integration** showing **forest depth, mountain vistas, and creature habitats** with **atmospheric perspective through multiple depth planes**. **Surface Context Anchor:** Classical oil painting surface appropriate to epic fantasy storytelling **Ratio Enforcement Anchor:** Epic fantasy environments extend naturally within declared ratio while maintaining classical painting quality and tactile surface authenticity.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Parkinson's fine art approach; **omit all embedded text**. Parkinson emphasized **pure visual fantasy storytelling** through **classical painting presentation**.
+
+---
+
+# Larry Elmore Style - Classic Gaming Fantasy
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 gaming cover format** - ignore source image dimensions completely. **CRITICAL INK-WASH DOMINANCE:** Larry Elmore's traditional ink-wash gaming illustration overrides ALL digital painting, modern rendering, and smooth surface techniques. **COMPLETE TRADITIONAL INK-WASH WITH GAMING CHARACTER UTILITY REQUIRED.** **Redraw command:** "Transform subject into authentic **Larry Elmore ink-wash gaming illustration** for **exact 2:3 format specification** - NOT digital painting, modern rendering, or realistic portraiture." **Anti-Digital Priority:** **NO digital smoothness, modern painting techniques, or overly realistic rendering that eliminates traditional gaming illustration authenticity.** **Completely redraw using traditional ink-wash technique with gaming character approachability.** **Face-Treatment Flag:** `brush-wash` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `adaptive-extend` **Traditional Gaming Medium Enforcement:** **Subject must exhibit ink-wash illustration quality with gaming character utility, not digital or realistic aesthetic.** **Mode Selector:** [Gaming Character] for approachable character focus.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (gaming cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with traditional gaming fantasy expansion
+- **Spatial Allocation:** Subject positioned for gaming character identification (approachable positioning within recognizable fantasy settings)
+- **Background Treatment:** Extend warm, lived-in fantasy environments (taverns, forests, rural landscapes) with Kentucky-influenced natural beauty
+- **Format Justification:** Elmore's gaming illustration tradition adapts to 2:3 ratio while maintaining character approachability and traditional media authenticity
+## 3) Style Context & Material Authenticity
+
+Larry Elmore's foundational approach (1975-present) established **classic gaming fantasy aesthetics** through **traditional illustration mastery** and **ink-wash technique excellence**. Production method emphasizes **traditional media techniques** with **oil on masonite foundation**, **ink-wash mastery for details**, **Kentucky landscape influences**, and **gaming character design standards**. Purpose focuses on **accessible fantasy storytelling** through **approachable character design** and **warm environmental integration**. Hallmark motifs include **approachable fantasy characters with gaming utility**, **warm, lived-in fantasy environments**, **Kentucky rural landscape influences**, **detailed ink-wash technique work**, **gaming-appropriate character proportions**, and **storytelling clarity for game illustration**. Period framing encompasses **classic D&D settings** with **rural American landscape foundation** creating **accessible gaming fantasy**. **Tone Tag:** Approachable gaming adventure.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Traditional ink-wash line work** with **confident brush control** ranging **0.6-2.0 pt** based on **gaming illustration hierarchy** and **traditional media authenticity**; **visible ink-wash technique** with **gaming illustration clarity**. **Traditional brush-defined edges** with **ink-wash detail emphasis**. **Color:** **Vibrant gaming palette** at **85-95% saturation** with **warm traditional media color relationships** and **Kentucky landscape warmth**. **Elmore signature gaming colors**: **rich warm browns (#8b4513, #a0522d)**, **vibrant forest greens (#228b22, #32cd32)**, **bright friendly blues (#4169e1, #1e90ff)**, **golden campfire oranges (#ff8c00, #ffa500)**. **Consistently warm color temperature** creating **approachable gaming atmosphere**. **Texture:** **Visible ink-wash illustration surface** with **traditional media texture variety** and **gaming illustration authenticity**. **Gaming ink-wash texture mastery**: **fabric with traditional brush rendering**, **leather showing ink-wash wear patterns**, **natural environments with Kentucky rural influence**, **character details with traditional technique precision**. **Traditional illustration surface quality** throughout. **Detail hierarchy:** **Gaming character faces** with **approachable expressions** and **character utility emphasis**, **fantasy gear** rendered with **ink-wash precision** and **gaming functionality**, **environmental elements** showing **warm rural landscape foundation** and **traditional atmospheric integration**, **storytelling clarity** prioritized for **gaming illustration purposes**. **Material simulation:** **Traditional ink-wash techniques** with **oil painting foundation** and **gaming illustration clarity**. **Gaming-appropriate surface rendering**: **worn leather, natural fabric, weathered wood, rural stone** all with **traditional ink-wash authenticity**. **Pose Anchors:** candid gaming motion with **approachable character positioning**. **Scale Hierarchy Anchor:** gaming-appropriate proportions with **character utility emphasis**. **Material Authenticity Anchor:** authentic ink-wash techniques with traditional gaming illustration characteristics. **Period Consistency Anchor:** all elements coherent to classic D&D gaming tradition. **Canvas Adaptation Anchor:** Traditional gaming composition extends naturally within 2:3 ratio with warm environmental integration and ink-wash surface quality.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Classic gaming fantasy styling** with **practical adventure emphasis**, **traditional fantasy armor** with **functional design**, **approachable character clothing** showing **rural influence** and **gaming utility**, ornament scale **1-2** (practical accessories, gaming-appropriate jewelry); hair & makeup scale **1** (natural styling with **gaming character clarity**); **practical adventure footwear** with **rural influence**.
+- **Adults (male-presenting):** **Classic D&D character styling** with **traditional fantasy foundation**, **practical gaming armor** with **authentic weight** and **protective function**, **rural-influenced clothing** showing **Kentucky landscape connection**; accessories **1-2** pieces (gaming weapons, adventure gear); **classic gaming warrior aesthetic** with **approachable character design**.
+- **Fabric behavior:** **Traditional fabric physics** with **rural lifestyle wear patterns** and **environmental interaction** showing **outdoor activity** and **adventure practicality**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through warm gaming palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [gaming dice, adventure pack, fantasy weapon, spell component, camping gear]
+  occasional: [gaming manual, character sheet, magical item, adventure map]
+  rare: [legendary gaming artifact, character's signature item, campaign memento]
+  micro: [character token, small gaming piece, adventure detail, rural artifact]
+  exclusions:
+    - "no modern digital gaming elements"
+    - "no anime or cartoon gaming influences"
+    - "no overly realistic items that break gaming illustration utility"
+  dependencies:
+    - "gaming items require traditional tabletop gaming authenticity"
+    - "adventure props must support classic D&D character utility"
+    - "all props must integrate with ink-wash illustration technique"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "digital painting smoothness", "modern rendering techniques", "overly realistic portraiture", "muted color palette"; **NO digital art techniques that eliminate ink-wash authenticity**; **NO modern painting methods that break traditional gaming illustration**; **NO realistic character designs that lose gaming utility**; **NO desaturated colors that eliminate gaming vibrancy**. **✓ Canvas Positives:** "exactly 2:3", "classic gaming fantasy authenticity"; **Traditional ink-wash techniques** with **visible brush control**; **Vibrant gaming color palette** with **warm atmospheric foundation**; **Approachable character design** with **gaming utility emphasis**; **Kentucky landscape influences** in **environmental elements**; **Traditional gaming illustration surface quality**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Gaming Cover:** Character prominence with gaming utility and warm environmental support, vertical emphasis with subject dominance ≥70%
+
+**Staging:** Subjects positioned within **classic gaming scenarios** showing **character approachability** and **adventure readiness** in **warm, lived-in fantasy environments**. **Camera/perspective:** **Traditional gaming illustration viewpoints** supporting **character utility** and **storytelling clarity**. **Background density:** **Warm fantasy environments** with **Kentucky rural landscape influences** and **traditional ink-wash atmospheric quality**. **Figure:ground:** 70% character, 30% environmental context. **Lighting logic:** warm Kentucky landscape lighting with gaming atmosphere. **Detail:negative space ratio:** optimized for 2:3 gaming cover format. **Surface Context Anchor:** Traditional ink-wash illustration surface appropriate to classic gaming fantasy. **Ratio Enforcement Anchor:** Gaming fantasy environments extend naturally within 2:3 ratio while maintaining traditional media authenticity and warm atmospheric character.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for gaming illustration tradition; **allow embedded text** for **gaming cover purposes**.
+
+**Ratio-Appropriate Zones:** Gaming composition optimized for 2:3 aspect ratio with **gaming title placement consideration**
+
+**Copy limits:** ≤5 words/line for **gaming titles**, ≤6 coverlines positioned strategically within composition
+
+**Font recommendation:** **Closest Google Font: Cinzel Decorative (fantasy gaming analog, 75%). Better: Celtic or fantasy gaming fonts appropriate to D&D tradition.**
+
+**Format-Specific Text Rules:**
+
+- **Gaming cover mode:** mandatory text integration, game > edition hierarchy, fantasy gaming typography
+
+**Historical accuracy:** fonts must support classic gaming tradition without breaking traditional illustration authenticity.
+
+------
+
+## Brom Style - Gothic Dark Fantasy
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 dark fantasy format** or **3:4 gothic portrait** - ignore source image dimensions completely. **CRITICAL GOTHIC DARKNESS DOMINANCE:** Brom's macabre beauty aesthetic overrides ALL cheerful fantasy, bright coloration, and wholesome character presentation. **COMPLETE GOTHIC ATMOSPHERIC TRANSFORMATION REQUIRED.** **Redraw command:** "Transform subject into authentic **Brom gothic dark fantasy** for **exact format specification** - NOT cheerful fantasy, bright illustration, or wholesome character design." **Anti-Wholesome Priority:** **NO bright cheerful colors, innocent character expressions, or wholesome fantasy elements that eliminate dark atmosphere.** **Completely redraw emphasizing macabre beauty and gothic atmosphere.** **Face-Treatment Flag:** `charcoal-smudge` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `adaptive-extend` **Gothic Medium Enforcement:** **Subject must exhibit dark atmospheric beauty with gothic elements, not cheerful or wholesome fantasy.** **Mode Selector:** Choose [Gothic Character] or [Macabre Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (dark fantasy book cover format)
+- **3:4** (gothic character portrait)
+- **16:9** (atmospheric horror landscape)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with gothic atmospheric expansion
+- **Spatial Allocation:** Subject positioned for maximum dark atmospheric impact (dramatic lighting emphasizing gothic beauty)
+- **Background Treatment:** Extend dark fantasy environments (twisted forests, gothic architecture, supernatural mists) with atmospheric horror depth
+- **Format Justification:** Brom's gothic aesthetic requires dramatic framing supporting macabre beauty and atmospheric darkness while maintaining sophisticated artistic presentation
+## 3) Style Context & Material Authenticity
+
+Gerald Brom's distinctive approach (1989-present) established **gothic dark fantasy aesthetics** through **macabre beauty integration** and **atmospheric horror mastery**. Production method emphasizes **self-taught traditional techniques** influenced by **Frank Frazetta and Norman Rockwell**, **gothic aesthetic development**, **TSR Dark Sun visual creation**, and **horror novel illustration excellence**. Purpose focuses on **dark storytelling** through **beautiful horror** and **macabre atmospheric integration**. Hallmark motifs include **gothic architectural elements**, **twisted supernatural creatures**, **macabre beauty in horror**, **atmospheric mist and shadow**, **dark romantic themes**, and **supernatural horror integrated with classical beauty**. Period framing encompasses **gothic horror settings** with **classical art foundation** creating **sophisticated dark fantasy**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Gothic atmospheric line work** with **charcoal and traditional media influence** ranging **0.4-2.0 pt** based on **atmospheric depth** and **gothic emphasis**; **dramatic shadow definition** through **traditional sketching techniques**. **Gothic architectural precision** with **supernatural organic curves**. **Color:** **Gothic dark palette** at **40-70% saturation** with **atmospheric color relationships** and **macabre beauty emphasis**. **Brom signature colors**: **deep shadow purples (#4c1d95, #581c87)**, **atmospheric grays (#6b7280, #4b5563)**, **gothic reds (#7f1d1d, #991b1b)**, **supernatural greens (#14532d, #166534)**. **Temperature-based gothic modeling** with **cool shadows** and **warm supernatural highlights**. **Texture:** **Traditional media surface quality** with **charcoal and oil integration** and **gothic atmospheric effects**. **Supernatural texture rendering**: **weathered stone, twisted wood, ethereal mist, supernatural skin**. **Gothic architectural detail** with **supernatural organic integration**. **Detail hierarchy:** **Character faces** receive **gothic beauty treatment** with **macabre sophistication**, **supernatural elements** rendered with **atmospheric integration**, **gothic environmental elements** showing **classical foundation** with **dark atmospheric mastery**, **horror elements** integrated with **artistic beauty**. **Material simulation:** **Traditional gothic painting techniques** with **charcoal foundation** and **oil painting sophistication**. **Atmospheric horror effects** through **traditional media layering** and **gothic color integration**. **Canvas Adaptation Anchor:** Gothic atmospheric composition extends naturally within declared aspect ratio with dark beauty integration and sophisticated horror presentation. **Renderer mapping hint:** Set stylization to 75-85%, chaos to 20-30%, CFG scale 9-13 for **gothic atmosphere** with **macabre beauty**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Gothic fashion styling** with **dark romantic elements**, **period gothic clothing** showing **historical foundation** with **supernatural touches**, **dramatic silhouettes** including **flowing dark gowns, fitted bodices, dramatic cloaks**, ornament scale **2-3** (gothic jewelry, dark accessories, supernatural elements); hair & makeup scale **2** (gothic styling with **dramatic but tasteful emphasis**); **gothic footwear** with **period authenticity**.
+- **Adults (male-presenting):** **Dark romantic styling** with **gothic period influence**, **supernatural character clothing** with **historical foundation**, **dramatic gothic elements** including **dark coats, fitted clothing, supernatural accessories**; accessories **2-3** pieces (gothic symbols, dark romantic items, supernatural elements); **gothic character aesthetic** with **sophisticated darkness**.
+- **Youth (girls/boys):** **Age-appropriate gothic styling** with **dark romantic elements** and **period influence**; **appropriate gothic accessories** supporting **character development**; **practical footwear** with **gothic aesthetic**.
+- **Fabric behavior:** **Gothic fabric physics** with **dramatic drape** and **supernatural interaction** showing **wind effects** and **atmospheric influence** within **dark romantic contexts**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [gothic symbol, dark tome, supernatural artifact, twisted weapon, macabre ornament]
+  occasional: [gothic architecture piece, supernatural creature, dark romantic item, horror element]
+  rare: [supernatural entity, gothic masterwork, dark legendary item, macabre treasure]
+  micro: [gothic detail, dark charm, supernatural token, macabre accent]
+  exclusions:
+    - "no cheerful or wholesome items inappropriate to gothic atmosphere"
+    - "no bright elements that break dark atmospheric integration"
+  dependencies:
+    - "gothic items require atmospheric darkness and sophisticated horror integration"
+    - "supernatural elements must blend beautifully with macabre themes"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "cheerful bright coloration", "wholesome fantasy elements", "innocent character presentation"; **NO bright cheerful fantasy that eliminates gothic atmosphere**; **NO wholesome elements that break macabre beauty integration**; **NO character designs that lack sophisticated darkness**. **✓ Canvas Positives:** "exactly [declared ratio]", "gothic atmospheric beauty"; **Macabre sophistication** with **dark atmospheric mastery**; **Gothic architectural elements** with **supernatural integration**; **Beautiful horror** with **classical art foundation**; **Atmospheric darkness** with **sophisticated artistic presentation**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Dark Fantasy:** Gothic character prominence with atmospheric horror support and dark beauty emphasis
+- **For 3:4 Gothic Portrait:** Character focus with Brom's macabre beauty treatment and gothic atmospheric context
+- **For 16:9 Horror Landscape:** Atmospheric horror panorama with gothic architecture and supernatural environmental integration
+
+**Staging:** Subjects positioned within **gothic atmospheric scenarios** showing **macabre beauty** and **supernatural presence** in **sophisticated dark fantasy settings**. **Camera/perspective:** **Gothic dramatic angles** supporting **atmospheric horror** and **beautiful darkness presentation**. **Background density:** **Gothic atmospheric environments** with **architectural sophistication** and **supernatural atmospheric quality**. **Surface Context Anchor:** Traditional gothic painting surface appropriate to dark fantasy storytelling **Ratio Enforcement Anchor:** Gothic atmospheric environments extend naturally within declared ratio while maintaining macabre beauty focus and sophisticated horror presentation.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for dark fantasy illustration tradition; **allow embedded text** for **gothic horror storytelling**.
+
+**Ratio-Appropriate Zones:** Gothic composition optimized for declared aspect ratio with **dark atmospheric text integration**
+
+**Copy limits:** ≤4 words/line for **gothic titles**, ≤5 coverlines positioned within **atmospheric composition**
+
+**Font recommendation:** **Closest Google Font: Creepster (gothic horror analog, 70%). Better: Gothic blackletter or horror-themed fonts appropriate to dark fantasy.**
+
+**Format-Specific Text Rules:**
+
+- **Dark fantasy cover mode:** mandatory gothic text integration, atmospheric hierarchy, horror theme typography
+- **Gothic portrait mode:** optional dark romantic text elements
+- **Horror landscape mode:** atmospheric horror text integration supporting gothic mood
+
+**Historical accuracy:** fonts must support gothic horror atmosphere without breaking dark fantasy authenticity.
+
+------
+
+# Todd Lockwood Style - Dragon Mastery Epic Fantasy
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 epic fantasy format** - ignore source image dimensions completely. **CRITICAL ANATOMICAL DETAIL DOMINANCE:** Todd Lockwood's meticulous individual scale rendering overrides ALL simplified creature design, digital smoothness, and generic fantasy rendering. **COMPLETE TRADITIONAL ILLUSTRATION WITH BIOLOGICAL PRECISION REQUIRED.** **Redraw command:** "Transform subject into authentic **Todd Lockwood anatomical dragon mastery** for **exact 2:3 format specification** - NOT simplified creatures, digital smoothness, or generic fantasy art." **Anti-Digital Priority:** **NO digital art smoothness, generic dragon anatomy, or simplified rendering that eliminates individual anatomical detail.** **Completely redraw emphasizing traditional illustration foundation with meticulous biological dragon anatomy.** **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `power-stance` **Canvas Control Flag:** `adaptive-extend` **Traditional Illustration Medium Enforcement:** **Subject must exhibit traditional illustration quality with individual anatomical precision, not digital or simplified creature design.** **Mode Selector:** [Dragon Mastery] for anatomical detail focus.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (epic fantasy character focus)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with epic fantasy environmental expansion
+- **Spatial Allocation:** Subject positioned for maximum epic impact (dramatic scale with environmental mastery)
+- **Background Treatment:** Extend sophisticated fantasy environments (mountain peaks, magical landscapes, epic vistas) with atmospheric depth and narrative integration
+- **Format Justification:** Lockwood's epic fantasy philosophy requires 2:3 format supporting both intimate creature anatomical focus and vast environmental scope with traditional illustration precision
+## 3) Style Context & Material Authenticity
+
+Todd Lockwood's masterful approach (1994-present) established **dragon anatomical mastery** through **meticulous artistic precision** and **traditional illustration sophistication**. Production method emphasizes **traditional illustration foundation** with **individual scale rendering precision**, **TSR and Wizards of the Coast collaboration**, **biological accuracy emphasis**, and **anatomical creature mastery**. Purpose centers on **epic fantasy storytelling** through **believable dragon anatomy** and **sophisticated environmental integration**. Hallmark motifs include **individual dragon scale definition with biological precision**, **epic fantasy landscapes with atmospheric sophistication**, **anatomical wing membrane accuracy**, **detailed creature physiology rendering**, **narrative composition mastery**, and **traditional illustration surface quality**. Period framing encompasses **classic D&D fantasy settings** with **traditional illustration sophistication** creating **anatomically precise gaming art**. **Tone Tag:** Anatomical epic fantasy mastery.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Traditional illustration line work** with **anatomical precision emphasis** ranging **0.4-1.6 pt** based on **biological detail hierarchy** and **traditional media authenticity**; **meticulous drawing foundation** with **individual anatomical rendering**. **Dragon anatomical precision** with **individual scale definition** and **biological physiological structure**. **Color:** **Rich epic fantasy palette** at **70-85% saturation** with **atmospheric color relationships** and **traditional illustration color harmony**. **Lockwood signature earth tones**: **dragon scale browns (#8b4513, #a0522d)**, **atmospheric sky blues (#4682b4, #5f9ea0)**, **mountain stone grays (#6b7280, #4b5563)**, **warm environmental golds (#d97706, #ea580c)**. **Natural color temperature relationships** with **epic environmental atmospheric integration**. **Texture:** **Traditional illustration surface** with **meticulous anatomical texture precision** and **individual detail rendering**. **Dragon anatomical texture mastery**: **individual scale rendering with dimensional definition**, **wing membrane texture with biological accuracy**, **anatomical muscle structure detail**, **believable creature surface physics**. **Traditional illustration texture variety** throughout. **Detail hierarchy:** **Dragon anatomy** receives **maximum individual detail precision** with **scale-by-scale rendering**, **anatomical elements** with **biological accuracy emphasis**, **epic environments** showing **atmospheric traditional illustration mastery** and **narrative integration**, **creature elements** prioritized for **anatomical storytelling clarity**. **Material simulation:** **Traditional illustration techniques** with **anatomical precision** and **epic fantasy sophistication**. **Creature surface accuracy**: **individual scales, wing membranes, anatomical hide, environmental elements** all with **traditional illustration believability**. **Pose Anchors:** power stance with **epic scale emphasis**. **Scale Hierarchy Anchor:** anatomical proportions with **biological precision emphasis**. **Material Authenticity Anchor:** authentic traditional illustration techniques with individual anatomical detail characteristics. **Period Consistency Anchor:** all elements coherent to traditional fantasy illustration excellence. **Canvas Adaptation Anchor:** Epic fantasy composition extends naturally within 2:3 ratio with anatomical precision and atmospheric traditional illustration mastery.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Epic fantasy styling** with **traditional illustration proportions** and **practical fantasy design**, **anatomically accurate armor** with **protective function** and **traditional detail**, **period fantasy clothing** showing **realistic functionality**, ornament scale **2-3** (heroic accessories, epic jewelry, fantasy design elements); hair & makeup scale **1-2** (heroic styling with **traditional illustration emphasis**); **practical epic footwear** with **fantasy authenticity**.
+- **Adults (male-presenting):** **Heroic fantasy armor** with **traditional illustration accuracy** and **protective design**, **epic proportions** with **anatomical foundation**, **practical fantasy clothing** showing **environmental interaction**; accessories **2-3** pieces (heroic weapons, epic gear, fantasy artifacts); **epic fantasy warrior aesthetic** with **traditional illustration foundation**.
+- **Fabric behavior:** **Traditional illustration fabric physics** with **epic environmental interaction** showing **atmospheric effects** and **realistic wear patterns** within **heroic contexts**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through epic fantasy palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [anatomically detailed dragon, epic weapon with traditional detail, magical artifact, heroic shield, fantasy tool]
+  occasional: [legendary sword, dragon egg with scale detail, magical orb, epic armor piece, fantasy mount]
+  rare: [ancient dragon with individual scale rendering, legendary artifact, epic magical weapon, heroic treasure]
+  micro: [individual dragon scale, magical gem, heroic symbol, epic detail element]
+  exclusions:
+    - "no simplified or cartoon dragon elements inappropriate to anatomical precision"
+    - "no digital art items that break traditional illustration authenticity"
+    - "no generic fantasy elements that lack individual anatomical detail"
+  dependencies:
+    - "dragon items require individual anatomical accuracy and traditional illustration sophistication"
+    - "epic elements must integrate with anatomical narrative clarity"
+    - "all props must show traditional illustration surface quality"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "digital art smoothness", "simplified dragon anatomy", "generic fantasy rendering", "blue-dominant coloring"; **NO digital painting techniques that eliminate traditional illustration texture**; **NO simplified creature anatomy that breaks individual detail precision**; **NO generic environmental backgrounds that lack atmospheric sophistication**; **NO smooth surfaces that eliminate traditional illustration authenticity**. **✓ Canvas Positives:** "exactly 2:3", "anatomical dragon mastery"; **Individual scale rendering precision** with **biological accuracy**; **Traditional illustration techniques** with **atmospheric surface quality**; **Epic fantasy environments** with **sophisticated atmospheric integration**; **Anatomical character integration** with **traditional illustration foundation**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Epic Fantasy:** Dragon and character prominence with anatomical detail emphasis and epic environmental support, vertical emphasis with creature anatomical focus ≥60%
+
+**Staging:** Subjects positioned within **epic fantasy scenarios** showing **anatomical mastery** and **creature precision** in **sophisticated, detailed fantasy landscapes** with **traditional illustration composition principles**. **Camera/perspective:** **Epic fantasy angles** supporting **dramatic anatomical scale** and **creature detail presentation**. **Background density:** **Sophisticated epic environments** with **atmospheric traditional illustration mastery** and **narrative environmental integration**. **Figure:ground:** 60% creature anatomy, 40% environmental context. **Lighting logic:** epic atmospheric lighting with traditional illustration depth. **Detail:negative space ratio:** optimized for 2:3 anatomical focus format. **Surface Context Anchor:** Traditional illustration surface appropriate to epic fantasy anatomical storytelling. **Ratio Enforcement Anchor:** Epic fantasy environments extend naturally within 2:3 ratio while maintaining anatomical precision focus and traditional illustration excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Lockwood's fine art approach; **omit all embedded text**. Lockwood emphasized **pure visual fantasy storytelling** through **anatomical precision presentation**.
+
+------
+
+# Donato Giancola Style - Classical Narrative Realism
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 classical narrative** - ignore source image dimensions completely. **CRITICAL ACADEMIC PAINTING DOMINANCE:** Donato Giancola's museum-quality academic realism overrides ALL simplified illustration, amateur painting, and non-classical approaches. **COMPLETE ACADEMIC PAINTING MASTERY WITH NARRATIVE SOPHISTICATION REQUIRED.** **Redraw command:** "Transform subject into authentic **Donato Giancola academic narrative realism** for **exact 3:4 format specification** - NOT simplified illustration, amateur painting, or non-academic rendering." **Anti-Amateur Priority:** **NO simplified illustration techniques, amateur painting approaches, or non-academic rendering that eliminates classical mastery and narrative sophistication.** **Completely redraw emphasizing academic painting excellence and sophisticated narrative integration.** **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `adaptive-extend` **Academic Medium Enforcement:** **Subject must exhibit museum-quality academic painting with sophisticated narrative integration, not illustration or amateur aesthetic.** **Mode Selector:** [Classical Narrative] for sophisticated storytelling focus.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **3:4** (classical narrative portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with classical narrative expansion
+- **Spatial Allocation:** Subject positioned for maximum narrative impact (classical composition with sophisticated storytelling emphasis)
+- **Background Treatment:** Extend sophisticated narrative environments (historical settings, mythological landscapes, classical architecture) with museum-quality atmospheric depth
+- **Format Justification:** Giancola's classical narrative philosophy requires 3:4 format supporting both intimate character focus and expansive environmental scope with academic painting precision
+## 3) Style Context & Material Authenticity
+
+Donato Giancola's distinguished approach (1993-present) represents **"academic narrative realism"** through **classical painting mastery** applied to **fantasy and science fiction subjects**. Production method emphasizes **academic painting foundation** with **Vincent Desiderio mentorship**, **museum study integration**, **classical technique mastery**, and **sophisticated narrative illustration excellence**. Purpose focuses on **sophisticated storytelling** through **museum-quality artistry** and **academic narrative integration**. Hallmark motifs include **academic figure painting with classical proportions**, **sophisticated historical costume research accuracy**, **museum-quality surface treatment with atmospheric depth**, **narrative composition mastery with storytelling sophistication**, **atmospheric perspective excellence**, and **classical art museum integration with fantasy themes**. Period framing encompasses **timeless classical settings** with **academic painting sophistication** creating **museum-quality narrative art**. **Tone Tag:** Academic narrative sophistication.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Academic painting line work** with **classical drawing foundation** where **forms defined through sophisticated academic modeling** rather than **outline dependency**; **museum-quality drawing precision** at **academic standards** with **narrative sophistication emphasis**. **Classical anatomical accuracy** with **academic proportional systems** and **narrative character integration**. **Color:** **Academic painting palette** at **75-90% saturation** with **sophisticated color relationships** and **atmospheric color theory mastery**. **Giancola signature academic approach**: **warm earth tones (#8b4513, #a0522d)**, **classical flesh tones with academic precision (#fdbcb4, #f8ad9d)**, **atmospheric blues with narrative depth (#4682b4, #5f9ea0)**, **rich historical colors (#166534, #7f1d1d)**. **Classical color temperature modeling** with **academic color theory application** and **narrative atmospheric integration**. **Texture:** **Museum-quality surface treatment** with **academic painting techniques** and **sophisticated narrative atmospheric effects**. **Academic texture mastery**: **fabric drape accuracy with historical research, skin surface sophistication with classical modeling, architectural detail precision with narrative integration, atmospheric perspective excellence with storytelling depth**. **Classical painting surface quality** with **narrative sophistication** throughout. **Detail hierarchy:** **Academic figure painting** receives **museum-quality portrait precision** with **sophisticated narrative character integration**, **historical elements** rendered with **museum-quality research accuracy**, **environmental elements** showing **classical landscape mastery** and **atmospheric narrative sophistication**, **storytelling integration** prioritized for **academic narrative excellence**. **Material simulation:** **Academic oil painting techniques** with **classical foundation** and **sophisticated narrative illustration integration**. **Museum-quality surface rendering**: **classical fabric with historical accuracy, historical metal with narrative authenticity, architectural stone with academic precision, atmospheric effects with storytelling sophistication** all with **academic excellence**. **Pose Anchors:** contrapposto stance with **classical narrative emphasis**. **Scale Hierarchy Anchor:** academic proportions with **narrative character development emphasis**. **Material Authenticity Anchor:** authentic academic painting techniques with sophisticated narrative characteristics. **Period Consistency Anchor:** all elements coherent to classical academic painting tradition with narrative sophistication. **Canvas Adaptation Anchor:** Academic narrative composition extends naturally within 3:4 ratio with classical precision and sophisticated storytelling integration.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Academic historical styling** with **research accuracy** and **narrative character development**, **period costume precision** with **museum-quality detail** and **historical foundation**, **sophisticated classical clothing** showing **narrative purpose** and **academic authenticity**, ornament scale **2-3** (historical jewelry with research accuracy, classical accessories with narrative purpose, academic elements); hair & makeup scale **1-2** (classical styling with **historical research accuracy**); **period-accurate footwear** with **academic historical authenticity**.
+- **Adults (male-presenting):** **Academic historical costume** with **research precision** and **narrative character integration**, **sophisticated period styling** with **museum-quality detail** and **classical foundation**, **historical accuracy** supporting **sophisticated narrative development**; accessories **2-3** pieces (historical weapons with research accuracy, classical items with narrative purpose, academic artifacts); **classical character aesthetic** with **academic foundation** and **narrative sophistication**.
+- **Fabric behavior:** **Academic fabric physics** with **classical accuracy** and **historical authenticity** showing **period-appropriate drape** and **narrative environmental interaction**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through classical academic palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [classical weapon with historical accuracy, historical artifact with research precision, narrative object with storytelling purpose, period tool with academic detail, classical symbol with narrative meaning]
+  occasional: [historical manuscript with period accuracy, classical instrument with research detail, period jewelry with historical authenticity, narrative device with storytelling sophistication]
+  rare: [legendary historical item with academic research, classical masterwork with museum quality, narrative treasure with storytelling excellence, academic artifact with historical precision]
+  micro: [classical detail with academic accuracy, historical accent with research precision, narrative token with storytelling purpose, period element with classical authenticity]
+  exclusions:
+    - "no anachronistic items inappropriate to classical narrative sophistication"
+    - "no simplified objects that break academic precision and historical research"
+    - "no amateur elements that eliminate museum-quality surface treatment"
+  dependencies:
+    - "classical items require historical research accuracy and museum-quality rendering"
+    - "narrative elements must support sophisticated storytelling integration with academic excellence"
+    - "all props must show academic painting surface quality with narrative sophistication"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "simplified illustration techniques", "amateur painting approaches", "non-academic rendering", "flat surface treatment"; **NO illustration shortcuts that eliminate academic mastery**; **NO amateur techniques that break classical painting precision**; **NO simplified approaches that lack museum-quality surface treatment**; **NO flat rendering that eliminates atmospheric narrative sophistication**. **✓ Canvas Positives:** "exactly 3:4", "academic narrative mastery"; **Museum-quality painting techniques** with **academic precision**; **Classical figure painting** with **historical research accuracy**; **Sophisticated narrative integration** with **atmospheric storytelling mastery**; **Academic drawing foundation** with **narrative excellence**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 3:4 Classical:** Academic narrative portrait with sophisticated character development and classical environmental integration, vertical emphasis with narrative storytelling dominance ≥70%
+
+**Staging:** Subjects positioned within **sophisticated classical narrative scenarios** showing **academic character development** and **historical authenticity** in **museum-quality environments** with **academic composition principles** and **narrative storytelling sophistication**. **Camera/perspective:** **Classical painting viewpoints** supporting **narrative clarity** and **sophisticated character presentation** with **academic excellence**. **Background density:** **Museum-quality environments** with **classical atmospheric mastery** and **sophisticated narrative environmental integration**. **Figure:ground:** 70% narrative character, 30% environmental context. **Lighting logic:** classical academic lighting with narrative atmospheric depth. **Detail:negative space ratio:** optimized for 3:4 narrative focus format. **Surface Context Anchor:** Academic oil painting surface appropriate to sophisticated narrative realism. **Ratio Enforcement Anchor:** Classical narrative environments extend naturally within 3:4 ratio while maintaining academic precision and sophisticated storytelling integration.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for narrative illustration tradition; **allow embedded text** for **sophisticated storytelling purposes**.
+
+**Ratio-Appropriate Zones:** Classical composition optimized for 3:4 aspect ratio with **narrative text integration**
+
+**Copy limits:** ≤4 words/line for **classical titles**, ≤5 coverlines positioned within **sophisticated composition**
+
+**Font recommendation:** **Closest Google Font: Cinzel (classical inscription analog, 85%). Better: Trajan Pro or classical serif fonts appropriate to narrative sophistication.**
+
+**Format-Specific Text Rules:**
+
+- **Narrative cover mode:** mandatory sophisticated text integration, author > title hierarchy, classical typography
+
+**Historical accuracy:** fonts must support classical narrative sophistication without breaking academic artistic presentation.
+
+------
+
+# Rowena Morrill Style - Pioneering Female Fantasy Vision
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 book cover format** - ignore source image dimensions completely. **CRITICAL HIGH-GLOSS EMPOWERMENT DOMINANCE:** Rowena Morrill's vibrant high-gloss hyperrealistic technique overrides ALL flat illustration, muted coloration, and passive character presentation. **COMPLETE HIGH-GLOSS LAYERED PAINTING WITH BOLD EMPOWERMENT REQUIRED.** **Redraw command:** "Transform subject into authentic **Rowena Morrill vibrant high-gloss fantasy empowerment** for **exact 2:3 format specification** - NOT flat illustration, muted painting, or passive character design." **Anti-Muted Priority:** **NO muted surface finishes, flat illustration techniques, or passive rendering that eliminates high-gloss vibrancy and character empowerment.** **Completely redraw emphasizing vibrant high-gloss layered painting and empowered character positioning.** **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Empowered Glossy Medium Enforcement:** **Subject must exhibit vibrant high-gloss surface quality with empowered character positioning, not flat or passive presentation.** **Mode Selector:** [High-Gloss Empowerment] for bold character focus.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (book cover magazine format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with high-gloss empowerment emphasis
+- **Spatial Allocation:** Subject positioned for maximum empowered visual impact (dynamic positioning with glossy surface prominence)
+- **Background Treatment:** Extend detailed fantasy environments with high-gloss atmospheric effects and bold environmental depth
+- **Format Justification:** Morrill's magazine cover tradition requires precise framing supporting high-gloss visual impact and empowered character presentation
+## 3) Style Context & Material Authenticity
+
+Rowena Morrill's pioneering approach (1977-2021) established **female fantasy artist prominence** through **vibrant high-gloss hyperrealistic techniques** and **innovative layered painting methods**. Production method emphasizes **unique oil and acrylic combination** with **high-gloss glaze coating**, **thin paint layer building**, **photographic reference integration**, and **magazine cover excellence**. Purpose focuses on **fantasy and science fiction storytelling** through **empowered character presentation** and **vibrant glossy surface sophistication**. Hallmark motifs include **strong female characters with bold fantasy empowerment**, **detailed creature and monster design**, **vibrant high-gloss surface treatment throughout**, **magazine cover composition mastery**, **atmospheric fantasy landscapes with bold coloration**, and **pioneering female perspective in fantasy art**. Period framing encompasses **1970s-1990s fantasy publishing boom** with **magazine cover sophistication** creating **vibrant high-gloss fantasy realism**. **Tone Tag:** Empowered fantasy vibrancy.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Hyperrealistic form definition** through **precise drawing foundation** where **vibrant glossy surface treatment** defines **edges and modeling**; **photographic reference precision** at **commercial illustration standards** with **fantasy imagination integration**. **Bold high-gloss surface reflection emphasis** throughout. **Color:** **Vibrant hyperrealistic fantasy palette** at **95-100% saturation** with **bold high-gloss color relationships** and **magazine cover color impact**. **Morrill signature vibrant approach**: **jewel-tone fantasy colors (#dc2626, #059669, #7c3aed, #ea580c)** with **bold high-gloss surface reflection**, **skin tones with vibrant glossy highlight modeling**, **fantasy environments with bold atmospheric color depth**. **Vibrant glossy color temperature modeling** with **dramatic surface reflection integration**. **Texture:** **Vibrant high-gloss layered painting surface** with **thin paint application** and **multiple glaze coating**. **Bold hyperrealistic texture rendering**: **glossy skin with dramatic highlight modeling, fabric with vibrant surface sheen, metal with bold reflective accuracy, fantasy elements with empowered glossy integration**. **Magazine cover surface quality** with **vibrant empowerment** throughout. **Detail hierarchy:** **Empowered character faces** receive **hyperrealistic attention** with **bold high-gloss surface modeling**, **fantasy creatures** rendered with **biological precision** and **vibrant glossy surface treatment**, **environmental elements** showing **layered painting mastery** and **bold atmospheric depth**, **magazine cover impact** prioritized for **empowered visual attraction**. **Material simulation:** **Innovative oil-acrylic combination techniques** with **vibrant high-gloss glaze finishing** and **commercial illustration precision**. **Bold glossy surface effects**: **dramatic reflection patterns, empowered highlight placement, vibrant surface tension simulation** all with **hyperrealistic accuracy**. **Pose Anchors:** power stance with **empowered character positioning**. **Scale Hierarchy Anchor:** empowered proportions with **strong character emphasis**. **Material Authenticity Anchor:** authentic high-gloss techniques with vibrant empowerment characteristics. **Period Consistency Anchor:** all elements coherent to pioneering female fantasy art tradition. **Canvas Adaptation Anchor:** Vibrant high-gloss fantasy composition extends naturally within 2:3 ratio with magazine cover impact and empowered character presentation.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Bold fantasy empowerment styling** with **strong character emphasis**, **practical fantasy armor** with **protective design** and **vibrant high-gloss surface rendering**, **period fantasy clothing** showing **female agency** and **empowered fantasy functionality**, ornament scale **2-3** (fantasy jewelry with bold design, empowerment accessories, strong character elements); hair & makeup scale **2** (fantasy styling with **vibrant high-gloss surface treatment**); **practical fantasy footwear** with **empowered glossy surface rendering**.
+- **Adults (male-presenting):** **Fantasy character styling** with **vibrant high-gloss surface treatment**, **practical fantasy clothing** with **bold surface reflection emphasis**, **period fantasy elements** supporting **narrative development**; accessories **1-2** pieces (fantasy weapons, character gear); **fantasy character aesthetic** with **vibrant glossy surface quality**.
+- **Fabric behavior:** **Vibrant high-gloss fabric physics** with **dramatic surface reflection** and **environmental interaction** showing **atmospheric influence** and **empowered fantasy context integration**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through vibrant fantasy palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [fantasy weapon with vibrant gloss, magical artifact with bold surface, empowered creature companion, mystical orb with dramatic reflection, fantasy tool with glossy finish]
+  occasional: [science fiction device with high-gloss surface, alien technology with vibrant rendering, fantasy creature with bold design, magical book with glossy cover]
+  rare: [legendary fantasy item with empowered design, alien artifact with vibrant surface, mystical creature with bold presence, powerful magical object with dramatic gloss]
+  micro: [fantasy gem with dramatic reflection, magical token with vibrant surface, sci-fi detail with bold gloss, creature scale with empowered rendering]
+  exclusions:
+    - "no muted or flat objects inappropriate to vibrant high-gloss aesthetic"
+    - "no simplified props that break hyperrealistic surface treatment and empowerment"
+    - "no passive items that eliminate bold character empowerment"
+  dependencies:
+    - "fantasy items require vibrant high-gloss surface treatment and hyperrealistic detail"
+    - "sci-fi elements must integrate with bold glossy surface sophistication"
+    - "all props must support empowered character presentation"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "flat illustration techniques", "muted surface finishes", "passive character presentation", "low color saturation"; **NO flat surface treatments that eliminate vibrant high-gloss quality**; **NO muted painting approaches that break bold glossy surface integration**; **NO passive character poses that eliminate empowerment emphasis**; **NO desaturated colors that lack magazine cover impact**. **✓ Canvas Positives:** "exactly 2:3", "vibrant high-gloss hyperrealistic fantasy"; **Bold layered painting techniques** with **vibrant glossy surface mastery**; **Empowered hyperrealistic character presentation** with **fantasy imagination integration**; **Magazine cover impact** with **bold visual attraction emphasis**; **Pioneer female fantasy perspective** with **strong empowerment character presentation**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Book Cover:** Empowered character prominence with vibrant high-gloss surface emphasis and bold fantasy narrative support, vertical emphasis with empowered subject dominance ≥70%
+
+**Staging:** Subjects positioned within **empowered fantasy scenarios** showing **character strength** and **vibrant high-gloss surface presentation** in **sophisticated fantasy environments**. **Camera/perspective:** **Magazine cover angles** supporting **empowered visual impact** and **strong character presentation**. **Background density:** **Detailed fantasy environments** with **vibrant high-gloss atmospheric effects** and **bold layered painting atmospheric quality**. **Figure:ground:** 70% empowered character, 30% environmental context. **Lighting logic:** vibrant magazine cover lighting with bold atmospheric impact. **Detail:negative space ratio:** optimized for 2:3 empowerment cover format. **Surface Context Anchor:** Vibrant high-gloss illustration surface appropriate to magazine cover fantasy. **Ratio Enforcement Anchor:** Fantasy environments extend naturally within 2:3 ratio while maintaining vibrant high-gloss surface quality and empowered character impact.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for magazine cover illustration tradition; **allow embedded text** for **fantasy magazine cover purposes**.
+
+**Ratio-Appropriate Zones:** Magazine composition optimized for 2:3 aspect ratio with **cover design text integration**
+
+**Copy limits:** ≤4 words/line for **magazine titles**, ≤6 coverlines positioned within **cover composition**
+
+**Font recommendation:** **Closest Google Font: Orbitron (sci-fi magazine analog, 75%). Better: Magazine display fonts appropriate to fantasy/sci-fi cover design.**
+
+**Format-Specific Text Rules:**
+
+- **Magazine cover mode:** mandatory text integration, publication > feature hierarchy, fantasy magazine typography
+
+**Historical accuracy:** fonts must support fantasy/sci-fi magazine aesthetics without breaking vibrant high-gloss surface presentation.
+
+------
+
+# Clyde Caldwell Style - Warm Fantasy Appeal
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 TSR cover format** - ignore source image dimensions completely. **CRITICAL WARM FANTASY APPEAL DOMINANCE:** Clyde Caldwell's warm romantic fantasy aesthetic overrides ALL harsh warrior imagery, cold lighting, and unappealing character presentation. **COMPLETE WARM FANTASY TRANSFORMATION WITH CHARACTER APPEAL REQUIRED.** **Redraw command:** "Transform subject into authentic **Clyde Caldwell warm fantasy appeal** for **exact 2:3 format specification** - NOT harsh warrior art, cold lighting, or unappealing character design." **Anti-Harsh Priority:** **NO harsh warrior imagery, cold lighting, or aggressive character presentation that eliminates warm fantasy appeal.** **Completely redraw emphasizing warm fantasy beauty and appealing character presentation.** **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `adaptive-extend` **Warm Fantasy Medium Enforcement:** **Subject must exhibit warm fantasy appeal with character beauty emphasis, not harsh or unappealing presentation.** **Mode Selector:** [Warm Fantasy Character] for appealing character focus.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (TSR gaming cover format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with warm fantasy atmospheric expansion
+- **Spatial Allocation:** Subject positioned for maximum character appeal (appealing positioning with warm fantasy beauty emphasis)
+- **Background Treatment:** Extend warm fantasy environments (romantic castle interiors, magical landscapes, intimate settings) with atmospheric depth and warm lighting
+- **Format Justification:** Caldwell's TSR gaming tradition requires appealing framing supporting character beauty and warm fantasy presentation
+## 3) Style Context & Material Authenticity
+
+Clyde Caldwell's distinctive approach (1982-present) established **warm fantasy aesthetics** through **appealing character presentation** and **romantic atmospheric integration**. Production method emphasizes **oil painting mastery** with **photographic reference integration**, **model-based character development**, **TSR gaming collaboration**, and **warm romantic lighting excellence**. Purpose centers on **fantasy appeal storytelling** through **character beauty** and **warm environmental integration**. Hallmark motifs include **appealing fantasy characters with warm beauty**, **elegant fantasy clothing and jewelry**, **warm romantic lighting with golden atmospheric effects**, **fantasy romance settings**, **elegant creature design**, and **TSR gaming aesthetic excellence**. Period framing encompasses **1980s fantasy gaming boom** with **warm fantasy sophistication** creating **appealing gaming art**. **Tone Tag:** Warm fantasy appeal.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Appealing illustration line work** with **warm softness** ranging **0.6-1.5 pt** based on **character beauty emphasis** and **fantasy elegance**; **model-based drawing foundation** with **appealing proportional systems**. **Character definition** with **warm beauty emphasis**. **Color:** **Warm fantasy palette** at **80-90% saturation** with **golden color relationships** and **appealing character emphasis**. **Caldwell signature warm colors**: **warm romantic reds (#dc2626, #ef4444)**, **elegant fantasy purples (#7c3aed, #8b5cf6)**, **golden warm highlights (#f59e0b, #fbbf24)**, **appealing skin tones (#fdbcb4, #fed7aa)**. **Warm color temperature** with **golden lighting emphasis**. **Texture:** **Warm oil painting surface** with **appealing softness** and **character beauty texture emphasis**. **Fantasy texture mastery**: **flowing fabric with elegant drape, jewelry with warm gleam, skin with appealing smoothness, fantasy elements with warm integration**. **TSR gaming surface quality** throughout. **Detail hierarchy:** **Character beauty** receives **maximum appealing attention** with **warm elegance emphasis**, **fantasy clothing** rendered with **elegant detail** and **appealing design**, **environmental elements** showing **atmospheric warm mastery**, **gaming cover impact** prioritized for **character attraction**. **Material simulation:** **Traditional oil painting techniques** with **warm lighting mastery** and **appealing surface treatment**. **Warm surface effects**: **appealing skin modeling, elegant fabric flow, jewelry warm gleam, atmospheric golden lighting** all with **character sophistication**. **Pose Anchors:** contrapposto stance with **appealing character positioning**. **Scale Hierarchy Anchor:** appealing proportions with **character beauty emphasis**. **Material Authenticity Anchor:** authentic warm oil painting techniques with appealing characteristics. **Period Consistency Anchor:** all elements coherent to TSR warm fantasy gaming tradition. **Canvas Adaptation Anchor:** Warm fantasy composition extends naturally within 2:3 ratio with character appeal emphasis and TSR gaming excellence.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Warm fantasy styling** with **elegant beauty** and **fantasy appeal emphasis**, **flowing fantasy gowns** with **elegant design** and **appealing presentation**, **fantasy jewelry** with **warm sophistication**, ornament scale **3-4** (appealing jewelry, elegant accessories, fantasy beauty elements); hair & makeup scale **2-3** (warm styling with **elegant beauty emphasis**); **elegant fantasy footwear** with **appealing design**.
+- **Adults (male-presenting):** **Heroic fantasy styling** with **rugged masculine appeal**, **practical fantasy armor** with **warrior functionality** and **heroic design**, **fantasy clothing** showing **adventurous character** and **masculine strength**; accessories **2-3** pieces (heroic weapons, adventure gear, fantasy artifacts); **heroic warrior aesthetic** with **masculine appeal** and **warm coloring**.
+- **Fabric behavior:** **Warm fantasy fabric physics** with **appealing drape** and **elegant movement** showing **atmospheric interaction** and **warm environmental integration**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through warm fantasy palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [elegant sword with warm design, appealing jewelry, fantasy crown, magical gem with warm glow, elegant staff]
+  occasional: [fantasy dragon companion, magical mirror, elegant armor piece, romantic flower, heroic weapon]
+  rare: [legendary appealing artifact, elegant magical weapon, fantasy treasure, warm fantasy symbol]
+  micro: [elegant gem, appealing charm, fantasy detail, warm beauty accent]
+  exclusions:
+    - "no harsh or aggressive items inappropriate to warm fantasy appeal"
+    - "no crude weapons that break elegant sophistication"
+    - "no cold or threatening elements that eliminate warm character appeal"
+  dependencies:
+    - "fantasy items require elegant design and warm appeal integration"
+    - "character elements must support appealing beauty presentation"
+    - "all props must show warm fantasy sophistication"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "harsh warrior imagery", "cold realistic rendering", "aggressive character presentation", "romance novel cover male aesthetics"; **NO harsh lighting that eliminates warm fantasy atmosphere**; **NO cold elements that break warm appeal**; **NO overly romantic male poses that create romance novel cover appearance**; **NO aggressive poses that lack character appeal**. **✓ Canvas Positives:** "exactly 2:3", "warm fantasy appeal"; **Character beauty** with **warm sophistication**; **Golden atmospheric lighting** with **warm color emphasis**; **Fantasy appeal settings** with **warm environmental integration**; **TSR gaming excellence** with **character appeal emphasis**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 TSR Cover:** Character appeal with warm environmental support and gaming cover impact, vertical emphasis with appealing subject dominance ≥70%
+
+**Staging:** Subjects positioned within **warm fantasy scenarios** showing **character beauty** and **appealing presentation** in **sophisticated warm environments**. **Camera/perspective:** **Warm fantasy angles** supporting **character appeal** and **beauty presentation**. **Background density:** **Warm fantasy environments** with **golden atmospheric effects** and **sophisticated environmental quality**. **Figure:ground:** 70% appealing character, 30% environmental context. **Lighting logic:** warm golden fantasy lighting with appealing atmospheric impact. **Detail:negative space ratio:** optimized for 2:3 character appeal format. **Surface Context Anchor:** TSR gaming illustration surface appropriate to warm fantasy. **Ratio Enforcement Anchor:** Warm fantasy environments extend naturally within 2:3 ratio while maintaining character appeal focus and warm sophistication.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for TSR gaming cover tradition; **allow embedded text** for **gaming cover purposes**.
+
+**Ratio-Appropriate Zones:** Gaming composition optimized for 2:3 aspect ratio with **TSR cover text integration**
+
+**Copy limits:** ≤4 words/line for **gaming titles**, ≤5 coverlines positioned within **warm composition**
+
+**Font recommendation:** **Closest Google Font: Cinzel (fantasy gaming analog, 80%). Better: Warm fantasy fonts appropriate to TSR gaming tradition.**
+
+**Format-Specific Text Rules:**
+
+- **Gaming cover mode:** mandatory text integration, game > supplement hierarchy, warm fantasy typography
+
+**Historical accuracy:** fonts must support TSR gaming tradition without breaking warm fantasy appeal.
+
+------
+
+# Jeff Easley Style - Dynamic Gaming Action
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 gaming action format** - ignore source image dimensions completely. **CRITICAL ATMOSPHERIC ACTION DOMINANCE:** Jeff Easley's moody fluid gaming art overrides ALL static poses, bright cheerful imagery, and passive character presentation. **COMPLETE ATMOSPHERIC GAMING TRANSFORMATION WITH DYNAMIC MOVEMENT REQUIRED.** **Redraw command:** "Transform subject into authentic **Jeff Easley atmospheric gaming action** for **exact 2:3 format specification** - NOT static poses, bright imagery, or passive character design." **Anti-Static Priority:** **NO static character poses, bright cheerful colors, or passive presentation that eliminates atmospheric gaming movement.** **Completely redraw emphasizing atmospheric action movement and moody gaming excellence.** **Face-Treatment Flag:** `brush-wash` **Pose Flag:** `foreshortened-diagonal` **Canvas Control Flag:** `strict-reframe` **Atmospheric Dynamic Medium Enforcement:** **Subject must exhibit atmospheric action movement with moody environmental integration, not static or bright presentation.** **Mode Selector:** [Atmospheric Action] for dynamic movement focus.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (gaming action cover format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with atmospheric action emphasis
+- **Spatial Allocation:** Subject positioned for maximum action impact (dramatic diagonal positioning with atmospheric movement emphasis)
+- **Background Treatment:** Extend moody gaming environments (dungeons, battlefields, atmospheric landscapes) with dynamic depth and atmospheric action support
+- **Format Justification:** Easley's TSR gaming tradition requires dynamic framing supporting atmospheric action movement and moody environmental gaming presentation
+## 3) Style Context & Material Authenticity
+
+Jeff Easley's influential approach (1982-present) established **atmospheric gaming action aesthetics** through **moody fluid artistry** and **environmental atmospheric excellence**. Production method emphasizes **traditional media mastery** with **acrylic and watercolor integration**, **atmospheric environmental development**, **TSR gaming collaboration**, and **fluid character action excellence**. Purpose focuses on **atmospheric gaming adventure storytelling** through **dynamic character movement** and **moody environmental atmospheric integration**. Hallmark motifs include **atmospheric action poses with diagonal movement emphasis**, **moody environmental lighting effects**, **fluid gaming adventure scenarios**, **gestural character movement**, **atmospheric dungeon and battlefield settings**, and **TSR atmospheric gaming aesthetic mastery**. Period framing encompasses **1980s gaming revolution** with **atmospheric action adventure sophistication** creating **moody dynamic gaming art**. **Tone Tag:** Atmospheric gaming action.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Atmospheric action line work** with **fluid gestural movement emphasis** ranging **0.8-2.2 pt** based on **atmospheric action intensity** and **environmental depth**; **gestural drawing foundation** with **atmospheric movement capture excellence**. **Fluid character definition** with **atmospheric action flow emphasis**. **Color:** **Moody atmospheric gaming palette** at **85-95% saturation** with **dramatic environmental color relationships** and **atmospheric gaming adventure emphasis**. **Easley signature atmospheric colors**: **moody dungeon oranges (#ea580c, #f97316)**, **atmospheric flame reds (#dc2626, #ef4444)**, **environmental blues (#1e40af, #2563eb)**, **dynamic atmospheric purples (#6b21a8, #7c3aed)**. **Atmospheric color temperature** with **moody environmental lighting integration**. **Texture:** **Fluid atmospheric painting surface** with **dynamic texture variation** and **environmental atmospheric effects integration**. **Atmospheric gaming texture mastery**: **armor with environmental wear, weapons with atmospheric emphasis, environmental depth with moody integration, character movement with fluid atmospheric blending**. **TSR atmospheric gaming surface quality** throughout. **Detail hierarchy:** **Atmospheric action movement** receives **maximum dynamic attention** with **fluid gestural emphasis**, **gaming equipment** rendered with **environmental functionality** and **atmospheric integration**, **environmental elements** showing **moody atmospheric mastery**, **gaming cover impact** prioritized for **atmospheric action attraction**. **Material simulation:** **Traditional media techniques** with **atmospheric mastery** and **fluid action integration**. **Atmospheric surface effects**: **movement atmospheric blur, environmental perspective, action emphasis, moody lighting integration** all with **atmospheric gaming sophistication**. **Pose Anchors:** foreshortened diagonal stance with **atmospheric action emphasis**. **Scale Hierarchy Anchor:** dynamic proportions with **atmospheric movement emphasis**. **Material Authenticity Anchor:** authentic traditional media techniques with atmospheric gaming characteristics. **Period Consistency Anchor:** all elements coherent to TSR atmospheric gaming tradition. **Canvas Adaptation Anchor:** Atmospheric gaming composition extends naturally within 2:3 ratio with action movement emphasis and environmental atmospheric gaming excellence.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Atmospheric gaming styling** with **action readiness** and **environmental integration**, **practical gaming armor** with **movement functionality** and **atmospheric design**, **gaming adventure clothing** showing **action capability** and **environmental durability**, ornament scale **1-2** (functional accessories, atmospheric gaming gear, action elements); hair & makeup scale **1** (practical styling for **atmospheric action**); **action-ready footwear** with **atmospheric gaming functionality**.
+- **Adults (male-presenting):** **Atmospheric gaming warrior styling** with **dynamic action emphasis**, **battle-tested armor** with **environmental design** and **atmospheric wear patterns**; accessories **2-3** pieces (atmospheric gaming weapons, action gear, environmental battle equipment); **atmospheric gaming warrior aesthetic** with **environmental sophistication**.
+- **Fabric behavior:** **Atmospheric gaming fabric physics** with **action movement** and **environmental interaction** showing **atmospheric conditions** and **environmental integration**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through atmospheric gaming palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [atmospheric gaming weapon, action shield, adventure pack, environmental tool, atmospheric torch]
+  occasional: [magical atmospheric item, dungeon equipment, environmental standard, action rope]
+  rare: [legendary atmospheric weapon, epic environmental gear, atmospheric artifact, action treasure]
+  micro: [gaming dice, atmospheric charm, action detail, environmental accent]
+  exclusions:
+    - "no decorative items inappropriate to atmospheric gaming action"
+    - "no passive objects that break dynamic atmospheric movement emphasis"
+    - "no bright items that eliminate moody atmospheric integration"
+  dependencies:
+    - "gaming items require functional design and atmospheric action capability integration"
+    - "environmental elements must support dynamic movement and atmospheric gaming"
+    - "all props must show atmospheric gaming sophistication"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "static character poses", "bright cheerful imagery", "passive presentation", "portrait-style composition"; **NO static positioning that eliminates atmospheric action**; **NO bright colors that break moody atmospheric integration**; **NO passive poses that lack atmospheric gaming adventure emphasis**; **NO portrait compositions that eliminate dynamic environmental integration**. **✓ Canvas Positives:** "exactly 2:3", "atmospheric gaming action"; **Fluid atmospheric movement** with **action emphasis**; **Moody environmental lighting** with **atmospheric gaming adventure integration**; **Dynamic diagonal character poses** with **atmospheric movement capability**; **TSR atmospheric gaming excellence** with **environmental sophistication**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Gaming Action:** Character atmospheric movement with environmental support and gaming cover impact, vertical emphasis with atmospheric action dominance ≥70%
+
+**Staging:** Subjects positioned within **atmospheric gaming scenarios** showing **action capability** and **environmental adventure** in **moody atmospheric gaming environments**. **Camera/perspective:** **Atmospheric action angles** supporting **movement emphasis** and **environmental presentation**. **Background density:** **Atmospheric gaming environments** with **moody lighting effects** and **dynamic environmental integration**. **Figure:ground:** 70% atmospheric action, 30% environmental context. **Lighting logic:** atmospheric gaming lighting with moody environmental impact. **Detail:negative space ratio:** optimized for 2:3 atmospheric action format. **Surface Context Anchor:** TSR atmospheric gaming illustration surface appropriate to dynamic action adventure. **Ratio Enforcement Anchor:** Atmospheric gaming environments extend naturally within 2:3 ratio while maintaining dynamic action focus and environmental atmospheric gaming excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for TSR gaming cover tradition; **allow embedded text** for **gaming cover purposes**.
+
+**Ratio-Appropriate Zones:** Gaming composition optimized for 2:3 aspect ratio with **atmospheric cover text integration**
+
+**Copy limits:** ≤4 words/line for **gaming titles**, ≤5 coverlines positioned within **atmospheric composition**
+
+**Font recommendation:** **Closest Google Font: Cinzel (gaming fantasy analog, 80%). Better: Atmospheric gaming fonts appropriate to TSR action adventure tradition.**
+
+**Format-Specific Text Rules:**
+
+- **Gaming cover mode:** mandatory text integration, game > adventure hierarchy, atmospheric gaming typography
+
+**Historical accuracy:** fonts must support TSR gaming tradition without breaking atmospheric action atmosphere.
+
+------
+
+## Jim Roslof Style - Enhanced Classic D&D Foundation v2
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 classic D&D format** or **3:4 gaming illustration** - ignore source image dimensions completely. **CRITICAL CLASSIC GAMING DOMINANCE:** Jim Roslof's foundational D&D artistry overrides ALL modern gaming art, digital rendering, and photorealistic presentation. **COMPLETE CLASSIC D&D TRANSFORMATION WITH FOUNDATIONAL EXCELLENCE REQUIRED.** **Redraw command:** "Transform subject into authentic **Jim Roslof classic D&D foundation** with **vibrant fantasy colors** and **visible crosshatching techniques** for **exact format specification** - NOT modern gaming art, digital smooth rendering, or photorealistic presentation." **Anti-Modern Priority:** **NO smooth digital techniques, photorealistic rendering, muted colors, or clean vector-style art that eliminates foundational D&D crosshatching excellence.** **Completely redraw emphasizing classic D&D foundation with visible pen-and-ink crosshatching and vibrant fantasy color palette.** **Face-Treatment Flag:** `pen-crosshatch` **Pose Flag:** `power-stance` **Canvas Control Flag:** `adaptive-extend` **Classic Medium Enforcement:** **Subject must exhibit classic D&D foundation with visible crosshatching texture and vibrant fantasy colors, not smooth or photorealistic presentation.** **Mode Selector:** Choose [Classic D&D Character] or [Traditional Gaming Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic D&D cover format)
+- **3:4** (gaming illustration standard)
+- **8.5:11** (module layout format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with vibrant fantasy atmospheric expansion and rich environmental detail
+- **Spatial Allocation:** Subject positioned for maximum classic gaming impact with heroic proportional emphasis
+- **Background Treatment:** Extend complex D&D environments (detailed dungeons, elaborate taverns, multi-layered fantasy settings) with atmospheric perspective and rich color gradients
+- **Format Justification:** Roslof's TSR tradition requires dynamic framing supporting traditional gaming excellence with environmental storytelling
+## 3) Style Context & Material Authenticity
+
+Jim Roslof's foundational approach (1977-2007) established **classic D&D artistic foundation** through **vibrant fantasy illustration** and **crosshatching mastery**. Production method emphasizes **traditional pen and ink techniques** with **visible crosshatching texture**, **saturated fantasy color palettes**, **TSR art direction leadership**, and **dynamic character presentation**. Purpose centers on **adventure storytelling** through **heroic character archetypes** and **rich environmental integration**. Hallmark motifs include **bold fantasy color schemes**, **visible crosshatching for form definition**, **dynamic action poses**, **elaborate environmental details**, **fantasy lighting effects**, and **TSR adventure aesthetic excellence**. Period framing encompasses **D&D golden age** with **fantasy sophistication** creating **adventure gaming art foundation**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Visible pen and ink crosshatching** with **texture definition mastery** ranging **0.6-1.5 pt** based on **traditional illustration standards** and **form modeling emphasis**; **crosshatching must be clearly visible** creating **surface texture** and **dimensional form**. **Color:** **Vibrant fantasy palette** at **85-95% saturation** with **bold color relationships** and **dramatic contrast emphasis**. **Roslof signature approach**: **rich dungeon purples (#6b21a8, #7c3aed)**, **vibrant fantasy greens (#15803d, #22c55e)**, **bold adventure oranges (#ea580c, #f97316)**, **dramatic lighting yellows (#eab308, #facc15)**, **deep shadow blues (#1e3a8a, #3730a3)**. **High color temperature contrast** with **fantasy integration**. **Texture:** **Visible crosshatching surface** with **pen-and-ink texture mastery** and **atmospheric depth effects**. **Foundational texture requirements**: **crosshatched armor definition, visible fabric texture rendering, atmospheric perspective hatching, clear form modeling through line work**. **Detail hierarchy:** **Characters** receive **heroic proportional treatment** with **crosshatching emphasis**, **equipment** rendered with **functional detail** and **texture definition**, **environments** showing **layered complexity** and **atmospheric mastery**, **adventure impact** prioritized for **visual storytelling**. **Material simulation:** **Pen and ink crosshatching techniques** with **visible texture creation** and **dimensional modeling**. **Surface effects requirements**: **crosshatching depth clearly visible, line weight variation for form, atmospheric perspective through hatching density, character modeling through crosshatch direction** all with **fantasy adventure sophistication**. **Canvas Adaptation Anchor:** Classic D&D composition extends naturally within declared aspect ratio with dynamic emphasis and environmental richness. **Renderer mapping hint:** Set stylization to 75-90%, emphasize crosshatching texture, boost color saturation to 85-95%, ensure visible pen-and-ink line work. **Critical texture enforcement:** Armor surfaces must show clear crosshatching patterns, fabric should display directional hatching for folds and shadows, environmental surfaces require visible line work texture.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Classic D&D adventurer styling** with **functional fantasy armor** and **practical equipment design**, **vibrant color coordination** with **adventure practicality**, ornament scale **2-3** (adventure accessories, practical gear, fantasy elements); hair & makeup scale **1-2** (adventure-appropriate styling); **practical fantasy footwear** with **adventure functionality**.
+- **Adults (male-presenting):** **Traditional D&D warrior styling** with **heroic proportional emphasis**, **functional armor design** with **visible detail** and **practical construction**; accessories **2-3** pieces (weapons, adventuring gear, practical items); **adventure aesthetic** with **heroic sophistication**.
+- **Youth (girls/boys):** **Age-appropriate adventure styling** with **practical fantasy elements** and **heroic inspiration**; **appropriate accessories** supporting **character development**; **adventure-ready footwear** for **fantasy exploration**.
+- **Fabric behavior:** **Fantasy fabric physics** with **crosshatched texture rendering** and **environmental interaction** showing **adventure conditions** and **realistic movement**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [ornate sword, detailed shield, adventure pack, dungeon torch, wizard staff]
+  occasional: [magic item, specialized equipment, fantasy artifact, adventure tool]
+  rare: [legendary weapon, powerful artifact, unique treasure, magical relic]
+  micro: [adventure detail, small gear, practical accent, environmental element]
+  exclusions:
+    - "no modern items inappropriate to fantasy adventure foundation"
+    - "no contemporary objects that break D&D authenticity"
+  dependencies:
+    - "fantasy items require detailed design and adventure integration"
+    - "D&D elements must support adventure foundation and heroic excellence"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "smooth digital rendering", "photorealistic techniques", "muted color palette", "clean vector art", "modern illustration styles"; **NO smooth surfaces that eliminate crosshatching foundation**; **NO subdued colors that lack fantasy vibrancy**; **NO digital techniques that lack visible pen-and-ink craftsmanship**. **✓ Canvas Positives:** "exactly [declared ratio]", "visible crosshatching texture", "vibrant fantasy colors at 85-95% saturation"; **Pen and ink crosshatching clearly visible** with **texture definition mastery**; **Bold fantasy color palette** with **dramatic contrast** and **adventure atmosphere**; **Heroic character proportions** with **dynamic presentation**; **Rich environmental detail** with **atmospheric complexity**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Classic D&D:** Dynamic character presentation with rich environmental context and adventure atmosphere
+- **For 3:4 Gaming Illustration:** Heroic focus with Roslof's environmental storytelling and fantasy detail
+- **For 8.5:11 Module Layout:** Full adventure scene with complex D&D integration and environmental mastery
+
+**Staging:** Subjects positioned within **dynamic adventure scenarios** showing **heroic capability** and **environmental interaction** in **rich fantasy settings**. **Camera/perspective:** **Adventure-focused angles** supporting **heroic presentation** and **environmental storytelling excellence**. **Background density:** **Complex D&D environments** with **layered atmospheric effects**, **multiple environmental elements**, **fantasy lighting**, and **adventure environmental quality**. **Environmental requirements:** **Multiple background layers with atmospheric perspective**, **rich color gradients**, **detailed architectural elements**, **fantasy lighting effects**, **visible texture throughout environment**. **Surface Context Anchor:** Traditional pen and ink illustration surface with visible crosshatching appropriate to classic D&D foundation **Ratio Enforcement Anchor:** Rich fantasy environments extend naturally within declared ratio while maintaining dynamic character focus and adventure excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for classic D&D gaming tradition; **allow embedded text** for **adventure gaming purposes**.
+
+**Ratio-Appropriate Zones:** Dynamic gaming composition optimized for declared aspect ratio with **traditional D&D text integration**
+
+**Copy limits:** ≤4 words/line for **adventure titles**, ≤5 coverlines positioned within **dynamic composition**
+
+**Font recommendation:** **Closest Google Font: Uncial Antiqua (classic D&D analog, 85%). Better: Traditional fantasy fonts appropriate to adventure D&D excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Classic D&D cover mode:** mandatory text integration, adventure > edition hierarchy, traditional fantasy typography
+- **Gaming illustration mode:** optional adventure title integration
+- **Module layout mode:** comprehensive text integration supporting classic D&D design
+
+**Historical accuracy:** fonts must support classic D&D tradition without breaking adventure gaming authenticity.
+
+------
+
+## Frank Frazetta Style - Enhanced Barbarian Fantasy v2
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 paperback cover** or **3:4 dramatic portrait** - ignore source image dimensions completely. **CRITICAL PRIMAL POWER DOMINANCE:** Frank Frazetta's quintessential barbarian fantasy with **hyper-muscular anatomy** and **dramatic chiaroscuro lighting** overrides ALL refined illustration, delicate rendering, and civilized character presentation. **COMPLETE PRIMAL SAVAGE TRANSFORMATION WITH EXPLOSIVE KINETIC ENERGY REQUIRED.** **Redraw command:** "Transform subject into authentic **Frank Frazetta hyper-muscular barbarian power** with **extreme light-dark contrast** and **gestural oil painting brushwork** for **exact format specification** - NOT refined illustration, clean digital rendering, or understated character design." **Anti-Refined Priority:** **NO clean digital techniques, even lighting, understated musculature, or refined rendering that eliminates explosive primal power and dramatic contrast.** **Completely redraw emphasizing hyper-muscular barbarian anatomy with extreme chiaroscuro and gestural painting confidence.** **Face-Treatment Flag:** `fresco-matte` **Pose Flag:** `power-stance` **Canvas Control Flag:** `adaptive-extend` **Primal Medium Enforcement:** **Subject must exhibit explosive kinetic energy with hyper-muscular definition and dramatic lighting contrasts, not clean or understated presentation.** **Mode Selector:** Choose [Barbarian Power] or [Savage Fantasy Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (paperback cover barbarian format)
+- **3:4** (dramatic savage portrait)
+- **16:9** (epic barbarian landscape)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with dramatic atmospheric expansion and swirling environmental effects
+- **Spatial Allocation:** Subject positioned for maximum explosive impact with dynamic diagonal emphasis and kinetic energy
+- **Background Treatment:** Extend dramatic fantasy atmospheres (swirling storm clouds, supernatural mists, volcanic landscapes, mystical energy effects) with extreme atmospheric perspective
+- **Format Justification:** Frazetta's paperback tradition requires explosive framing supporting hyper-muscular character dominance and dramatic environmental storytelling
+## 3) Style Context & Material Authenticity
+
+Frank Frazetta's revolutionary approach (1960s-2010) established **quintessential barbarian fantasy** through **explosive visual power** and **hyper-muscular anatomical mastery**. Production method emphasizes **gestural oil painting excellence** with **confident brush confidence**, **dramatic chiaroscuro mastery**, **kinetic energy capture**, and **anatomical exaggeration for heroic impact**. Purpose centers on **mythic storytelling** through **explosive action moments** and **larger-than-life primal scenes**. Hallmark motifs include **hyper-muscular barbaric warriors with exaggerated anatomy**, **explosive kinetic action poses**, **dramatic chiaroscuro lighting with deep shadows**, **swirling atmospheric effects**, **gestural oil painting brushwork**, **warm-dominant color temperature**, and **savage primeval energy**. Period framing encompasses **timeless barbarian mythology** with **explosive primal atmosphere** creating **quintessential sword-and-sorcery dynamism**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Gestural oil painting brushwork** with **confident explosive strokes** ranging **1.5-4.0 pt** based on **kinetic emphasis** and **anatomical definition**; **form-defining brush confidence** rather than **linear dependency**. **Hyper-muscular character anatomy** with **exaggerated barbarian proportions**. **Color:** **Warm-dominant dramatic palette** at **80-95% saturation** with **extreme chiaroscuro relationships** and **explosive atmospheric emphasis**. **Frazetta signature warm dominance**: **golden flesh tones (#daa520, #cd853f)**, **dramatic sunset oranges (#ff6347, #ff4500)**, **deep contrast purples (#4b0082, #663399)**, **atmospheric blues (#4682b4, #5f9ea0)**, **volcanic reds (#dc143c, #b22222)**. **Extreme chiaroscuro temperature contrast** with **warm light, cool shadow mastery**. **Texture:** **Gestural oil painting surface** with **visible brush confidence** and **explosive texture emphasis**. **Kinetic texture mastery**: **hyper-muscular definition with anatomical exaggeration, dramatic fabric with movement emphasis, weapon surfaces with battle energy, atmospheric elements with swirling dynamic integration**. **Paperback cover energy impact** throughout. **Detail hierarchy:** **Hyper-muscular character anatomy** receives **maximum explosive attention** with **exaggerated proportion emphasis**, **fantasy weapons** rendered with **kinetic functionality** and **dramatic detail**, **environmental elements** showing **swirling atmospheric mastery**, **explosive moment impact** prioritized for **kinetic storytelling**. **Material simulation:** **Gestural oil painting techniques** with **brush confidence mastery** and **kinetic surface treatment**. **Explosive surface effects**: **hyper-muscular definition, swirling atmospheric textures, dramatic lighting integration, kinetic energy capture** all with **barbarian dynamism**. **Atmospheric Requirements:** **Swirling clouds, supernatural mists, dust effects, or energy phenomena** creating **dynamic environmental movement**. **Canvas Adaptation Anchor:** Explosive barbarian composition extends naturally within declared aspect ratio with kinetic power emphasis and dramatic atmospheric presentation. **Renderer mapping hint:** Set stylization to 80-90%, chaos to 25-35%, CFG scale 12-16 for **explosive power** with **dramatic atmospheric effects**. **Critical anatomy enforcement:** Characters must display hyper-muscular definition with exaggerated proportions. **Critical lighting enforcement:** Extreme light-dark contrast with warm highlights and cool deep shadows. **Critical brushwork enforcement:** Visible gestural oil painting texture throughout composition.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Barbarian heroine styling** with **minimal practical coverage** and **kinetic movement emphasis**, **functional primitive armor** with **dramatic design** and **explosive energy integration**, **flowing primitive clothing** showing **kinetic design** and **atmospheric interaction**, ornament scale **1-2** (primitive jewelry with dramatic impact, barbarian accessories with kinetic emphasis); hair & makeup scale **1** (natural flowing styling with **kinetic movement** for **atmospheric interaction**); **practical barbarian footwear** with **kinetic functionality**.
+- **Adults (male-presenting):** **Hyper-muscular barbarian styling** with **anatomical showcase emphasis**, **minimal armor design** showcasing **exaggerated musculature** and **kinetic strength**; accessories **1-2** pieces (massive primitive weapons, dramatic barbarian gear); **explosive warrior aesthetic** with **kinetic sophistication**.
+- **Youth (girls/boys):** **Age-appropriate barbarian styling** with **heroic elements** and **adventure design**; **appropriate primitive accessories** supporting **character development**; **practical footwear** for **barbarian adventures**.
+- **Fabric behavior:** **Dynamic barbarian fabric physics** with **kinetic drape** and **atmospheric interaction** showing **environmental energy** and **explosive movement integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [massive broadsword, primitive battle axe, barbarian war spear, dramatic bow, kinetic shield]
+  occasional: [exotic fantasy weapon, savage mount, primitive armor piece, dramatic tool]
+  rare: [legendary barbarian weapon, explosive artifact, kinetic treasure, mythic blade]
+  micro: [barbarian ornament, primitive charm, kinetic detail, atmospheric accent]
+  exclusions:
+    - "no civilized items inappropriate to explosive barbarian energy"
+    - "no refined objects that break primitive kinetic authenticity"
+  dependencies:
+    - "barbarian items require primitive design and explosive functionality integration"
+    - "kinetic elements must support explosive power and barbarian dynamism"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "clean digital rendering", "even lighting", "understated musculature", "refined brushwork", "static atmospheric effects"; **NO clean surfaces that eliminate gestural painting foundation**; **NO even lighting that lacks dramatic chiaroscuro**; **NO understated anatomy that lacks hyper-muscular exaggeration**; **NO static backgrounds that lack atmospheric dynamism**. **✓ Canvas Positives:** "exactly [declared ratio]", "hyper-muscular barbarian anatomy", "extreme chiaroscuro lighting", "gestural oil painting brushwork", "explosive kinetic energy"; **Dramatic light-dark contrast** with **warm highlight, cool shadow mastery**; **Hyper-muscular character definition** with **anatomical exaggeration**; **Swirling atmospheric effects** with **kinetic environmental movement**; **Gestural brush confidence** with **explosive surface energy**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Paperback:** Explosive barbarian character dominance with dramatic atmospheric support and kinetic cover impact
+- **For 3:4 Dramatic Portrait:** Kinetic focus with Frazetta's hyper-muscular treatment and swirling atmospheric context
+- **For 16:9 Epic Landscape:** Barbarian panorama with explosive environmental integration and dramatic atmospheric mastery
+
+**Staging:** Subjects positioned within **explosive barbarian scenarios** showing **kinetic power** and **hyper-muscular capability** in **dramatic mythic environments**. **Camera/perspective:** **Explosive kinetic angles** supporting **hyper-muscular character dominance** and **dramatic atmospheric excellence**. **Background density:** **Dynamic fantasy atmospheres** with **swirling atmospheric effects**, **supernatural environmental energy**, and **explosive atmospheric quality**. **Atmospheric Requirements:** **Mandatory swirling clouds, supernatural mists, dust storms, volcanic effects, or mystical energy phenomena** creating **constant environmental movement and drama**. **Environmental Layers:** **Multiple atmospheric depth planes with kinetic effects**, **dramatic color temperature transitions**, **swirling environmental elements**, **explosive lighting phenomena**. **Surface Context Anchor:** Gestural oil painting surface with visible brush confidence appropriate to explosive barbarian fantasy **Ratio Enforcement Anchor:** Dynamic atmospheric environments extend naturally within declared ratio while maintaining explosive character focus and kinetic barbarian excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for paperback cover tradition; **allow embedded text** for **barbarian fantasy cover purposes**.
+
+**Ratio-Appropriate Zones:** Explosive barbarian composition optimized for declared aspect ratio with **dramatic cover text integration**
+
+**Copy limits:** ≤3 words/line for **barbarian titles**, ≤4 coverlines positioned within **kinetic composition**
+
+**Font recommendation:** **Closest Google Font: Metal Mania (barbarian fantasy analog, 80%). Better: Explosive fantasy fonts appropriate to kinetic barbarian excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Paperback cover mode:** mandatory text integration, title > author hierarchy, barbarian fantasy typography with dramatic impact
+- **Epic scene mode:** optional explosive title integration
+- **Portfolio mode:** omit text for pure kinetic artistic presentation
+
+**Historical accuracy:** fonts must support barbarian fantasy tradition without breaking explosive kinetic authenticity.
+
+------
+
+## Boris Vallejo Style - Enhanced Muscular Hyperrealism
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 cover perfection** or **1:1 poster format** - ignore source image dimensions completely. **CRITICAL MUSCULAR PERFECTION DOMINANCE:** Boris Vallejo's hyperrealistic muscular mastery with **photographic anatomical precision** and **classical oil painting refinement** overrides ALL simplified anatomy, cartoon proportions, and amateur figure rendering. **COMPLETE HYPERREALISTIC ANATOMICAL TRANSFORMATION WITH PHOTOGRAPHIC MUSCLE DEFINITION REQUIRED.** **Redraw command:** "Transform subject into authentic **Boris Vallejo hyperrealistic muscular perfection** with **photographic anatomical precision**, **smooth classical oil painting technique**, and **idealized proportional excellence** for **exact format specification** - NOT simplified anatomy, rough brushwork, or amateur figure rendering." **Anti-Simplified Priority:** **NO rough brushwork, simplified anatomical rendering, cartoon muscle definition, or amateur techniques that eliminate photographic hyperrealism and classical refinement.** **Completely redraw emphasizing photographic anatomical precision with smooth classical oil painting mastery and idealized proportional perfection.** **Face-Treatment Flag:** `diffusion-glam` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Hyperrealistic Medium Enforcement:** **Subject must exhibit photographic anatomical perfection with classical oil painting refinement, not rough or simplified presentation.** **Mode Selector:** Choose [Muscular Perfection] or [Hyperrealistic Fantasy] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (cover perfection format)
+- **1:1** (poster heroic format)
+- **3:4** (classical hyperrealistic portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with hyperrealistic perfection emphasis and classical composition
+- **Spatial Allocation:** Subject positioned for maximum anatomical showcase with idealized heroic positioning
+- **Background Treatment:** Extend idealized classical fantasy environments with perfect atmospheric gradients and refined lighting effects
+- **Format Justification:** Vallejo's cover art tradition requires precise classical framing supporting anatomical perfection and hyperrealistic fantasy presentation
+## 3) Style Context & Material Authenticity
+
+Boris Vallejo's masterful approach (1970s-present) established **hyperrealistic muscular fantasy** through **photographic anatomical precision** and **classical oil painting excellence**. Production method emphasizes **meticulous classical oil painting mastery** with **photographic reference precision**, **Renaissance technique influence**, **smooth hyperrealistic surface treatment**, **idealized human form presentation**, and **classical academic training foundation**. Purpose focuses on **heroic fantasy storytelling** through **perfect anatomical showcase** and **idealized character integration**. Hallmark motifs include **photographic muscular definition with vascular detail**, **idealized athletic proportions**, **classical sculpture influence**, **smooth oil painting refinement**, **perfect anatomical accuracy**, **soft atmospheric lighting**, **exotic classical fantasy settings**, and **heroic pose mastery with grace**. Period framing encompasses **timeless classical mythology** with **idealized fantasy atmosphere** creating **hyperrealistic heroic perfection**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Hyperrealistic form definition** through **photographic anatomical modeling** where **precise muscle definition** and **classical surface perfection** create **seamless edge work**; **academic drawing foundation** with **anatomical mastery excellence**. **Perfect classical proportion systems** with **idealized heroic presentation**. **Color:** **Hyperrealistic classical palette** at **85-95% saturation** with **perfect color relationships** and **soft atmospheric emphasis**. **Vallejo signature precision**: **perfect bronze skin tones (#cd853f, #daa520)**, **soft heroic blue atmospheres (#87ceeb, #b0e0e6)**, **classical gold highlights (#ffd700, #ffb347)**, **idealized environmental colors (#98fb98, #ffa07a)**. **Soft color temperature modeling** with **classical atmospheric integration**. **Texture:** **Smooth hyperrealistic oil painting surface** with **photographic anatomical precision** and **classical texture mastery**. **Perfect texture excellence**: **muscle definition with photographic precision and vascular detail, skin surfaces with hyperrealistic smoothness, fabric with idealized classical drape, environmental elements with perfect atmospheric perspective**. **Classical cover art surface quality** throughout. **Detail hierarchy:** **Photographic anatomical perfection** receives **maximum hyperrealistic attention** with **muscular definition excellence and vascular precision**, **classical heroic equipment** rendered with **perfect functionality** and **idealized detail**, **environmental elements** showing **soft atmospheric mastery**, **cover impact** prioritized for **visual perfection and classical beauty**. **Material simulation:** **Classical oil painting techniques** with **smooth hyperrealistic mastery** and **photographic surface treatment**. **Idealized surface effects**: **muscle highlights with photographic precision, perfect skin modeling with classical smoothness, soft atmospheric perfection, classical lighting integration** all with **heroic sophistication and academic excellence**. **Smoothness Requirements:** **No visible brushstrokes or texture that breaks photographic hyperrealism** - all surfaces must exhibit **classical oil painting smoothness with photographic precision**. **Canvas Adaptation Anchor:** Hyperrealistic muscular composition extends naturally within declared aspect ratio with photographic anatomical perfection emphasis and idealized classical fantasy presentation. **Renderer mapping hint:** Set stylization to 85-95%, chaos to 5-10%, CFG scale 14-18 for **hyperrealistic perfection** with **classical atmospheric refinement**. **Critical anatomy enforcement:** Characters must display photographic muscular definition with precise vascular detail and academic anatomical accuracy. **Critical surface enforcement:** Smooth classical oil painting finish with no visible brushwork - photographic hyperrealism throughout. **Critical lighting enforcement:** Soft, idealized lighting with classical modeling and perfect atmospheric integration.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Idealized classical heroine styling** with **perfect proportional showcase** and **classical integration**, **minimal refined fantasy armor** with **perfect protection** and **heroic functionality**, **idealized classical clothing** showing **perfect design** and **academic practicality**, ornament scale **2-3** (perfect classical jewelry, heroic accessories, idealized elements); hair & makeup scale **2** (classical styling for **hyperrealistic perfection**); **perfect classical footwear** with **heroic practicality**.
+- **Adults (male-presenting):** **Hyperrealistic classical heroic styling** with **photographic muscular showcase**, **minimal refined armor design** showcasing **perfect anatomy** and **idealized classical strength**; accessories **1-2** pieces (perfect classical weapons, heroic gear); **idealized classical warrior aesthetic** with **academic sophistication**.
+- **Youth (girls/boys):** **Age-appropriate classical heroic styling** with **idealized elements** and **academic design**; **appropriate perfect accessories** supporting **character development**; **practical classical footwear** for **heroic adventures**.
+- **Fabric behavior:** **Perfect classical fantasy fabric physics** with **idealized drape** and **academic interaction** showing **environmental perfection** and **heroic integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [perfect classical sword, idealized heroic shield, classical spear, refined bow, perfect armor]
+  occasional: [fantasy classical mount, heroic vehicle, perfect artifact, academic tool]
+  rare: [legendary perfect weapon, idealized treasure, heroic relic, classical masterwork]
+  micro: [perfect gem, heroic charm, classical detail, idealized accent]
+  exclusions:
+    - "no rough items inappropriate to hyperrealistic classical excellence"
+    - "no crude objects that break idealized perfection"
+  dependencies:
+    - "classical heroic items require perfect design and idealized functionality integration"
+    - "academic elements must support hyperrealistic perfection and classical excellence"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "rough brushwork", "simplified anatomical rendering", "visible brushstrokes", "cartoon muscle definition", "amateur surface treatment"; **NO rough techniques that eliminate hyperrealistic perfection**; **NO visible brushwork that breaks classical smoothness**; **NO simplified anatomy that lacks photographic precision**; **NO amateur techniques that lack muscular definition excellence**. **✓ Canvas Positives:** "exactly [declared ratio]", "photographic anatomical precision", "smooth classical oil painting finish", "hyperrealistic muscular perfection"; **Photographic anatomical excellence** with **perfect muscle definition and vascular detail**; **Classical oil painting smoothness** with **hyperrealistic surface treatment**; **Idealized heroic characters** with **perfect proportional integration and academic accuracy**; **Soft atmospheric lighting** with **classical modeling perfection**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Cover:** Classical heroic character perfection with idealized environmental support and hyperrealistic cover impact
+- **For 1:1 Poster:** Perfect heroic focus with Vallejo's hyperrealistic treatment and classical atmospheric context
+- **For 3:4 Classical Portrait:** Portrait emphasis with photographic anatomical perfection and idealized fantasy integration
+
+**Staging:** Subjects positioned within **hyperrealistic classical heroic scenarios** showing **photographic anatomical perfection** and **idealized capability** in **classical fantasy environments**. **Camera/perspective:** **Perfect classical heroic angles** supporting **anatomical excellence** and **idealized presentation**. **Background density:** **Classical fantasy environments** with **soft perfect atmospheric effects** and **idealized environmental quality**. **Atmospheric Requirements:** **Soft gradient atmospheres with classical perspective**, **refined environmental lighting**, **perfect color temperature transitions**, **idealized fantasy elements with academic precision**. **Surface Context Anchor:** Smooth hyperrealistic oil painting surface with photographic precision appropriate to perfect classical heroic fantasy **Ratio Enforcement Anchor:** Idealized classical environments extend naturally within declared ratio while maintaining photographic anatomical perfection focus and hyperrealistic excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for cover art tradition; **allow embedded text** for **heroic fantasy cover purposes**.
+
+**Ratio-Appropriate Zones:** Classical heroic composition optimized for declared aspect ratio with **perfect cover text integration**
+
+**Copy limits:** ≤4 words/line for **heroic titles**, ≤5 coverlines positioned within **idealized classical composition**
+
+**Font recommendation:** **Closest Google Font: Cinzel (classical heroic analog, 85%). Better: Perfect classical heroic fonts appropriate to hyperrealistic excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Cover art mode:** mandatory text integration, title > author hierarchy, classical heroic fantasy typography
+- **Poster mode:** optional perfect title integration
+- **Portfolio mode:** omit text for pure hyperrealistic artistic presentation
+
+**Historical accuracy:** fonts must support classical heroic fantasy tradition without breaking hyperrealistic perfection.
+
+------
+
+## Michael Whelan Style - Enhanced Luminous Atmospheric Realism v2
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 literary cover** or **16:9 wraparound panorama** - ignore source image dimensions completely. **CRITICAL LUMINOUS ATMOSPHERIC DOMINANCE:** Michael Whelan's imaginative luminous realism with **multiple glowing light sources** and **ethereal atmospheric effects** overrides ALL flat illustration, conventional fantasy, and non-luminous character presentation. **COMPLETE LUMINOUS ETHEREAL TRANSFORMATION WITH COSMIC WONDER INTEGRATION REQUIRED.** **Redraw command:** "Transform subject into authentic **Michael Whelan luminous ethereal realism** with **multiple glowing light sources**, **soft atmospheric luminosity**, **surreal cosmic elements**, and **impossible architectural landscapes** for **exact format specification** - NOT flat illustration, conventional fantasy, or high-contrast non-atmospheric rendering." **Anti-Conventional Priority:** **NO flat illustration techniques, conventional landscapes, high-contrast colors, or non-luminous presentation that eliminates ethereal atmospheric wonder and cosmic surrealism.** **Completely redraw emphasizing ethereal luminosity with multiple light sources and impossible cosmic landscapes.** **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `adaptive-extend` **Luminous Medium Enforcement:** **Subject must exhibit ethereal luminosity with multiple light sources and surreal cosmic integration, not conventional or high-contrast presentation.** **Mode Selector:** Choose [Luminous Character] or [Ethereal Cosmic Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (literary cover standard)
+- **16:9** (wraparound panoramic scene)
+- **3:4** (book cover portrait focus)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with ethereal luminous expansion and impossible cosmic architecture
+- **Spatial Allocation:** Subject positioned within vast surreal landscapes with multiple atmospheric depth planes and luminous integration
+- **Background Treatment:** Extend impossible cosmic vistas with floating elements, multiple celestial bodies, ethereal light sources, and surreal architectural impossibilities
+- **Format Justification:** Whelan's literary cover tradition requires expansive cosmic framing supporting atmospheric storytelling and ethereal wonder presentation with surreal impossibilities
+## 3) Style Context & Material Authenticity
+
+Michael Whelan's distinguished approach (1970s-present) established **luminous ethereal realism** through **multiple light source mastery** and **surreal cosmic storytelling excellence**. Production method emphasizes **traditional and digital integration** with **ethereal atmospheric rendering**, **impossible cosmic vista creation**, **multiple luminous light source mastery**, **surreal architectural elements**, and **literary narrative visualization with cosmic impossibilities**. Purpose centers on **imaginative cosmic storytelling** through **ethereal luminous atmospheric presentation** and **surreal wonder-inspiring environmental integration**. Hallmark motifs include **multiple glowing light sources creating ethereal effects**, **impossible floating cosmic architectures**, **surreal landscape impossibilities**, **soft luminous atmospheric perspective**, **multiple celestial bodies and cosmic elements**, **ethereal creature design with luminous qualities**, **literary character authenticity within cosmic impossibilities**, and **wonder-inspiring vista creation with surreal elements**. Period framing encompasses **timeless cosmic imaginative settings** with **ethereal luminous atmospheric wonder** creating **surreal literary fantasy realism**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Ethereal luminous line work** with **soft atmospheric precision** ranging **0.3-1.0 pt** based on **luminous atmospheric depth** and **cosmic wonder emphasis**; **literary character foundation** with **realistic proportional systems within surreal environments**. **Soft atmospheric edge definition** with **ethereal luminous integration**. **Color:** **Soft luminous ethereal palette** at **60-80% saturation** with **multiple glowing light source relationships** and **atmospheric cosmic wonder emphasis**. **Whelan signature ethereal colors**: **soft luminous blues (#87ceeb, #b0e0e6)**, **ethereal golden glows (#f0e68c, #fff8dc)**, **cosmic atmospheric purples (#dda0dd, #e6e6fa)**, **wonder-inspiring soft oranges (#ffdab9, #ffe4b5)**, **multiple celestial light sources (#f5f5dc, #fffaf0)**. **Multiple ethereal light source color temperature** with **soft atmospheric blending**. **Texture:** **Soft luminous atmospheric surface** with **ethereal texture variation** and **cosmic wonder-inspiring effects**. **Ethereal atmospheric texture mastery**: **cosmic vista rendering with floating impossibilities, multiple ethereal light integration with glowing effects, literary character authenticity within surreal environments, environmental atmospheric depth with impossible architectures**. **Literary cover surface quality** throughout. **Detail hierarchy:** **Literary character authenticity** receives **maximum ethereal atmospheric attention** with **luminous wonder integration and realistic proportions**, **surreal cosmic elements** rendered with **impossible precision** and **ethereal atmospheric detail**, **environmental landscapes** showing **multiple ethereal light source mastery with floating architectures**, **cover storytelling** prioritized for **cosmic wonder inspiration with surreal impossibilities**. **Material simulation:** **Traditional-digital hybrid techniques** with **ethereal atmospheric mastery** and **soft luminous surface treatment**. **Cosmic wonder-inspiring effects**: **ethereal atmospheric depth with impossible elements, multiple glowing light integration with soft blending, surreal texture variation with luminous qualities, literary authenticity modeling within cosmic impossibilities** all with **ethereal atmospheric sophistication**. **Atmospheric Requirements:** **Mandatory multiple glowing light sources creating ethereal effects**, **floating impossible architectural elements**, **multiple celestial bodies or cosmic phenomena**, **soft atmospheric perspective with luminous blending**. **Canvas Adaptation Anchor:** Ethereal luminous atmospheric composition extends naturally within declared aspect ratio with cosmic wonder emphasis and surreal literary presentation. **Renderer mapping hint:** Set stylization to 65-75%, chaos to 15-25%, CFG scale 8-11 for **ethereal atmospheric wonder** with **multiple luminous light integration**. **Critical luminosity enforcement:** Multiple glowing light sources must create ethereal atmospheric effects throughout composition. **Critical surreal enforcement:** Impossible cosmic elements, floating architectures, or surreal landscape features required. **Critical atmospheric enforcement:** Soft luminous atmospheric perspective with multiple depth planes and ethereal blending effects.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Literary character styling** with **ethereal atmospheric integration** and **cosmic wonder-inspiring design**, **realistic fantasy clothing** with **literary authenticity** and **atmospheric functionality within surreal environments**, **soft luminous character elements** showing **story-appropriate design** and **ethereal atmospheric practicality**, ornament scale **1-2** (literary accessories with ethereal qualities, atmospheric elements with luminous effects, cosmic wonder-inspiring details); hair & makeup scale **1-2** (literary styling for **ethereal atmospheric authenticity**); **story-appropriate footwear** with **atmospheric practicality**.
+- **Adults (male-presenting):** **Ethereal atmospheric literary styling** with **cosmic wonder-inspiring character emphasis**, **realistic clothing design** showcasing **literary authenticity** and **ethereal atmospheric integration within surreal environments**; accessories **1-2** pieces (literary items with ethereal qualities, atmospheric gear); **cosmic wonder-inspiring character aesthetic** with **ethereal atmospheric sophistication**.
+- **Youth (girls/boys):** **Age-appropriate literary styling** with **ethereal atmospheric elements** and **cosmic wonder-inspiring design**; **appropriate realistic accessories** supporting **character development**; **practical footwear** for **ethereal atmospheric adventures**.
+- **Fabric behavior:** **Ethereal atmospheric literary fabric physics** with **luminous wonder-inspiring drape** and **soft luminous interaction** showing **environmental ethereal atmospheric conditions** and **cosmic literary integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [ethereal literary artifact, atmospheric cosmic tool, luminous wonder device, surreal weapon, cosmic element]
+  occasional: [magical literary item with glowing effects, ethereal atmospheric creature, luminous cosmic artifact, impossible wonder tool]
+  rare: [legendary literary object with ethereal qualities, cosmic wonder artifact with multiple light sources, atmospheric treasure, surreal relic]
+  micro: [luminous literary detail, ethereal atmospheric accent, cosmic wonder element, glowing particle]
+  exclusions:
+    - "no mundane items inappropriate to ethereal atmospheric cosmic wonder"
+    - "no crude objects that break luminous surreal integration"
+  dependencies:
+    - "literary items require ethereal atmospheric design and cosmic wonder-inspiring functionality"
+    - "surreal elements must support luminous ethereal wonder and atmospheric cosmic excellence"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "flat illustration techniques", "conventional fantasy landscapes", "high-contrast colors", "non-luminous presentation", "single light source", "realistic architectural elements"; **NO flat surfaces that eliminate ethereal luminous atmospheric quality**; **NO conventional elements that break cosmic surreal integration**; **NO high-contrast techniques that lack soft ethereal atmospheric depth**; **NO realistic landscapes that lack impossible surreal elements**. **✓ Canvas Positives:** "exactly [declared ratio]", "multiple glowing light sources", "ethereal luminous atmospheric wonder", "impossible cosmic architectures", "floating surreal elements"; **Multiple ethereal light source mastery** with **soft atmospheric depth integration**; **Surreal cosmic landscapes** with **impossible wonder-inspiring vista creation and floating elements**; **Literary character authenticity** within **ethereal atmospheric storytelling integration and cosmic impossibilities**; **Soft luminous atmospheric effects** with **ethereal presentation emphasis and cosmic blending**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Literary Cover:** Character ethereal atmospheric integration with cosmic wonder-inspiring environmental support and multiple luminous light sources creating surreal impossible landscapes
+- **For 16:9 Wraparound:** Panoramic ethereal atmospheric wonder with cosmic integration, floating impossible architectures, and multi-plane environmental mastery with multiple celestial bodies
+- **For 3:4 Book Focus:** Portrait emphasis with Whelan's multiple luminous light source treatment and ethereal atmospheric literary context within surreal cosmic environments
+
+**Staging:** Subjects positioned within **surreal ethereal atmospheric scenarios** showing **literary authenticity** and **cosmic wonder-inspiring capability** in **luminous impossible cosmic environments with floating architectural elements**. **Camera/perspective:** **Ethereal atmospheric wonder angles** supporting **literary character presentation within vast cosmic scales** and **surreal imaginative excellence**. **Background density:** **Impossible cosmic atmospheric environments** with **multiple ethereal light source effects**, **floating surreal architectural elements**, **multiple celestial bodies**, and **cosmic wonder-inspiring environmental quality with ethereal impossibilities**. **Environmental Requirements:** **Mandatory multiple glowing light sources with ethereal effects**, **impossible floating architectural elements or cosmic structures**, **surreal landscape features that defy physics**, **multiple atmospheric depth planes with luminous blending**, **celestial bodies or cosmic phenomena creating ethereal lighting**. **Surface Context Anchor:** Ethereal luminous atmospheric painting surface with multiple light sources appropriate to surreal literary cosmic wonder **Ratio Enforcement Anchor:** Ethereal atmospheric environments with impossible surreal elements extend naturally within declared ratio while maintaining literary character focus and luminous cosmic wonder excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for literary cover tradition; **allow embedded text** for **ethereal cosmic storytelling purposes**.
+
+**Ratio-Appropriate Zones:** Literary composition optimized for declared aspect ratio with **ethereal atmospheric cover text integration**
+
+**Copy limits:** ≤5 words/line for **literary titles**, ≤6 coverlines positioned within **ethereal atmospheric composition**
+
+**Font recommendation:** **Closest Google Font: Playfair Display (literary elegance analog, 85%). Better: Ethereal literary fantasy fonts appropriate to atmospheric cosmic wonder excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Literary cover mode:** mandatory text integration, author > title hierarchy, ethereal atmospheric literary typography
+- **Wraparound mode:** optional cosmic wonder title integration across panoramic ethereal composition
+- **Portfolio mode:** omit text for pure luminous ethereal artistic presentation
+
+**Historical accuracy:** fonts must support literary fantasy tradition without breaking ethereal luminous atmospheric authenticity.
\ No newline at end of file
diff --git a/styles-source/archive/golden_age_comic_prompts.md b/styles-source/archive/golden_age_comic_prompts.md
new file mode 100644
index 0000000..20f88fe
--- /dev/null
+++ b/styles-source/archive/golden_age_comic_prompts.md
@@ -0,0 +1,638 @@
+# Universal Museum-Grade Golden Age Comic Cover Prompt Framework v4.0
+
+## Jerry Siegel & Joe Shuster Style - Foundational Superhero Iconography
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original superhero** in **Jerry Siegel & Joe Shuster's foundational comic book style** for **exact Nano Comics cover format**." **IP Safeguard:** Create original superhero character with distinct costume design, unique symbol, and different color scheme - avoid any resemblance to existing DC/Marvel properties. **Likeness (style-first):** Identity via **heroic power pose/confident expression/iconic superhero stance**; integrate into **Golden Age comic book medium** emphasizing **simple but revolutionary visual language**. **Face-Treatment Flag:** `poster-ink` with **four-color halftone dots** **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Style dominance:** Siegel & Shuster's foundational approach overrides modern comic conventions, prioritizing **bold simplicity** and **immediate heroic impact**. **Mode Selector:** Comic Book Cover with Nano Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Golden Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with comic cover layout requirements
+- **Spatial Allocation:** Hero dominance 50-60%, typography zones 15-20%, background 25-30%
+- **Background Treatment:** Simple urban environments with space for masthead and cover text
+- **Format Justification:** Comic book cover tradition requires vertical emphasis for newsstand visibility with integrated typography
+## 3) Style Context & Material Authenticity
+
+Jerry Siegel and Joe Shuster's revolutionary approach (1938-1945) established **the visual language of superhero comics** through **foundational iconography** and **bold simplicity**. Production method emphasizes **cheap newsprint printing** with **four-color halftone process**, **visible registration marks**, and **color separation artifacts**. **Paper substrate:** **Rough newsprint texture** with **ink absorption creating slight color bleeding**. Purpose focuses on **heroic inspiration** through **power demonstration** and **moral authority visualization** within **affordable comic book format**. Hallmark motifs include **power poses with objects lifted overhead**, **cape billowing for dramatic effect**, **confident facial expressions showing determination**, **bold costume design with chest symbols**, and **urban crisis scenarios requiring superhero intervention**. Period framing encompasses **Depression-era hope** with **working-class heroic ideals** creating **aspirational but accessible characters**.
+
+**Innovation line:** **Four-color printing mastery** / **Comic book cover format standardization** / **Newsprint optimization techniques** / **Siegel-Shuster creative partnership**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Bold, confident weights** at **2.0-3.0 pt** for **character outlines** with **clean, simple construction** and **minimal detail complexity**. **Halftone dot patterns** visible at **65-85 LPI** for **authentic newsprint reproduction**. **Color:** **Four-color process limitations** with **primary color dominance** at **85-95% saturation**. **Registration slightly off** showing **cyan/magenta/yellow/black separation**. **Newsprint color bleeding** creating **soft edge artifacts**. **Texture:** **Newsprint paper grain** with **ink absorption patterns** and **visible halftone dot structure**. **Paper stock yellowing** appropriate to **1930s-40s comic production**. **Detail hierarchy:** **Hero receives maximum line weight and color saturation**, **typography gets bold treatment**, **background simplified with lighter line weights**. **Material simulation:** **Authentic Golden Age comic production** with **four-color printing limitations** and **newsprint substrate characteristics**. **Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **typography integration zones** and **newsstand visibility requirements**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Costumes:**
+
+- **Original Hero Design:** **Primary colors excluding Superman's exact scheme** (options: green/gold/white, purple/silver/blue, orange/black/yellow), **unique chest symbol** (geometric shapes, letters, abstract designs), **flowing cape with original color scheme**, **fitted but modest design appropriate to Golden Age sensibilities**, **simple boot and glove design**, **utilitarian belt with period-appropriate buckle**; accessories **0-1** pieces maximum.
+
+**Supporting Character Wardrobe:**
+
+- **Civilians:** **1930s-40s working-class attire** with **simple shirts, trousers, modest dresses**, **functional everyday clothing** appropriate to **Depression-era characters**
+- **Authority figures:** **Period police uniforms, simple business suits, municipal worker clothing**
+
+**Prop Selector**
+
+```yaml
+nano_comics_props:
+  heroic_demonstration: [automobile to lift, building element to support, large machinery, infrastructure to repair]
+  crisis_elements: [fire to prevent, flood to stop, criminal activity to halt, natural disaster to address]
+  period_appropriate: [1930s vehicles, period architecture, Depression-era technology, newspaper headlines]
+  original_elements: [unique heroic gadgets, original scientific devices, custom superhero equipment]
+  micro_details: [cape clasp, belt elements, original symbol components, costume details]
+  exclusions:
+    - "no copyrighted character elements"
+    - "no modern technology inappropriate to 1930s-40s"
+    - "no existing superhero iconography"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "modern comic complexity", "photorealistic rendering", "existing superhero costumes", "copyrighted character elements", "smooth digital gradients", "perfect color registration"; **NO Superman, Batman, or any existing superhero visual references**; **NO modern printing quality that eliminates newsprint characteristics**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Nano Comics original superhero", "four-color halftone printing", "newsprint paper texture", "visible registration marks", "Golden Age color palette", "authentic 1930s-40s comic production values", "original heroic character design".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% reserved for "NANO COMICS" title treatment
+- **Hero prominence:** Central 50-60% featuring original superhero in power pose
+- **Action demonstration:** Clear display of superhuman abilities appropriate to cover format
+- **Background staging:** Simple urban environment supporting but not competing with hero
+- **Typography integration:** Space allocated for issue number, price, story teasers
+
+**Period-Accurate Environment:** **Depression-era urban setting** with **simple architectural elements**, **1930s automobiles**, **period-appropriate street furniture**, and **working-class neighborhood context**. **Surface Context Anchor:** Newsprint comic book cover with four-color printing characteristics appropriate to 1930s-40s production technology. **Frame/Band Anchor:** Comic book cover borders only - thin black line frame typical of Golden Age covers. **Ratio Enforcement Anchor:** All composition elements designed specifically for 2:3 comic cover format with integrated typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Golden Age comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** "VERTEX COMICS" in bold display lettering (closest Google Font: Bungee or Fredoka One)
+- **Issue information:** "No. [X]" and "10¢" pricing in period-appropriate style
+- **Story teaser:** 1-2 action-oriented coverlines maximum (e.g., "Hero Battles Crime Wave!", "Amazing Feats of Strength!")
+- **Publisher info:** Small "Vertex Comics Publications" credit
+
+**Typography Specifications:**
+
+- **Masthead font:** Bold condensed sans-serif or custom comic lettering
+- **Cover copy:** Hand-lettered style or closest Google Font approximation: Anton, Fredoka One, or Bungee
+- **Color treatment:** High contrast combinations (white on red, yellow on blue) for newsstand visibility
+- **Placement optimization:** Designed for 2:3 comic cover format with proper visual hierarchy
+
+**Historical Accuracy:** All typography must match 1930s-40s comic book conventions with period-appropriate pricing, issue numbering, and publisher information formats.
+
+------
+
+## Bob Kane Style - Early Batman Iconography (Original Character Framework)
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original dark vigilante hero** in **Bob Kane's early comic book style** for **exact Nano Comics cover format**." **IP Safeguard:** Create original vigilante character with distinct costume design (avoid all bat iconography), unique symbol, different cape style, and alternative color scheme - NO resemblance to Batman/Bruce Wayne. **Likeness (style-first):** Identity via **dramatic vigilante pose/stern expression/urban crime-fighter stance**; integrate into **early Golden Age comic medium** emphasizing **angular simplicity** and **crude but effective storytelling**. **Face-Treatment Flag:** `poster-ink` with **rough halftone patterns** **Pose Flag:** `power-stance` with **vigilante authority** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Bob Kane's foundational approach overrides polished art, prioritizing **angular geometry** and **immediate dramatic impact**. **Mode Selector:** Dark Vigilante Comic Cover with Nano Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Golden Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with vigilante prominence and dramatic urban setting
+- **Spatial Allocation:** Hero dominance 55-65%, typography zones 15-20%, background 20-25%
+- **Background Treatment:** Simple urban night scenes with noir atmosphere and space for cover elements
+- **Format Justification:** Comic cover requires vertical emphasis for newsstand appeal with dramatic vigilante positioning
+## 3) Style Context & Material Authenticity
+
+Bob Kane's pioneering work (1939-1943) established **dark vigilante comic aesthetics** through **angular character design** and **simplified noir atmosphere**. Production method emphasizes **crude but effective linework** with **geometric character construction**, **basic anatomical interpretation**, and **dramatic pose emphasis over realistic detail**. **Paper substrate:** **Rough newsprint with heavy ink absorption** creating **bold contrast effects**. Purpose focuses on **urban crime drama** through **vigilante justice themes** and **noir-influenced atmosphere** within **accessible comic format**. Hallmark motifs include **dramatic cape poses against night skylines**, **angular character silhouettes with geometric construction**, **simple urban environments emphasizing mood**, **bold contrast between light and shadow**, and **crime-fighting scenarios with clear moral authority**. Period framing encompasses **1940s urban noir** with **vigilante justice ideals** creating **dramatic but straightforward storytelling**.
+
+**Innovation line:** **Dark vigilante archetype establishment** / **Urban noir comic integration** / **Dramatic silhouette emphasis** / **Kane's angular geometric style**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Angular, geometric weights** at **2.5-3.5 pt** for **character outlines** with **crude but bold construction** and **limited anatomical accuracy**. **Simple shading patterns** with **basic crosshatching** and **bold contrast areas**. **Rough halftone reproduction** at **65-75 LPI** appropriate to **1940s newsprint**. **Color:** **Dark palette dominance** with **high contrast combinations** - **deep blues, blacks, yellows** in **four-color process**. **Limited color sophistication** with **bold primary relationships** and **basic color separation**. **Texture:** **Heavy newsprint grain** with **ink bleeding effects** and **rough paper absorption patterns**. **Basic color registration** with **visible cyan/magenta/yellow/black offset**. **Detail hierarchy:** **Hero receives maximum line emphasis** with **dramatic pose priority**, **background simplified** to **essential noir elements**, **typography integrated** with **period-appropriate boldness**. **Material simulation:** **Early 1940s comic production** with **four-color limitations** and **newsprint substrate characteristics**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **vigilante prominence** and **urban noir atmosphere**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Vigilante Design:**
+
+- **Original Dark Hero:** **Alternative color schemes** (deep purple/silver, dark green/gold, navy/bronze, maroon/gray), **unique symbol design** (shield, star, geometric pattern - NO bat elements), **cape alternative** (short cloak, hooded design, or minimal cape), **mask design** avoiding bat-ears (domino mask, hood, helmet variations), **utility belt** with **period-appropriate gear**, **fitted but practical costume** appropriate to **vigilante activities**; accessories maximum **1-2** pieces.
+
+**Supporting Character Wardrobe:**
+
+- **Urban criminals:** **1940s gangster attire** with **suits, fedoras, overcoats**, **period-appropriate criminal styling**
+- **Citizens:** **1940s urban clothing** with **working-class emphasis** and **noir atmosphere support**
+- **Authority figures:** **Period police uniforms**, **detective clothing**, **municipal officials**
+
+**Prop Selector**
+
+```yaml
+nano_vigilante_props:
+  crime_fighting: [grappling device, non-lethal weapons, investigation tools, urban mobility gear]
+  urban_environment: [fire escapes, building ledges, city rooftops, alley elements]
+  criminal_elements: [1940s vehicles, period weapons, urban crime scenarios, noir lighting]
+  investigation: [evidence materials, documents, period technology, detective equipment]
+  original_gear: [unique vigilante equipment, custom crime-fighting tools, signature accessories]
+  micro_details: [cape clasp alternatives, belt components, mask elements, costume hardware]
+  exclusions:
+    - "no bat-themed elements whatsoever"
+    - "no Batman universe iconography"
+    - "no modern technology inappropriate to 1940s"
+    - "no existing DC Comics visual references"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "modern comic sophistication", "realistic anatomy detail", "Batman costume elements", "bat iconography", "sophisticated shading techniques", "smooth digital rendering", "perfect anatomical proportions"; **NO Batman, Robin, or DC Comics character elements**; **NO polished art style that eliminates Kane's crude geometric approach**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Nano Comics original vigilante", "Bob Kane angular geometry", "crude but effective linework", "four-color newsprint printing", "1940s urban noir atmosphere", "original dark hero design", "geometric character construction".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for "NANO COMICS" title treatment with vigilante theme
+- **Hero prominence:** Central 55-65% featuring original vigilante in dramatic urban pose
+- **Noir atmosphere:** Urban night setting with dramatic lighting and shadow contrast
+- **Action context:** Clear vigilante activity appropriate to cover format
+- **Typography integration:** Space for issue information and story elements
+
+**Period-Accurate Environment:** **1940s urban noir setting** with **simple building silhouettes**, **dramatic lighting effects**, **basic architectural elements**, and **crime-fighting context appropriate to vigilante themes**. **Surface Context Anchor:** Newsprint comic book with four-color printing and rough paper texture appropriate to early 1940s production. **Frame/Band Anchor:** Standard comic cover border - thin black frame typical of Golden Age publications. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated vigilante drama and typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Golden Age comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** "VERTEX COMICS" with vigilante-themed styling (closest Google Font: Anton or Bebas Neue)
+- **Issue information:** "No. [X]" and "10¢" pricing in 1940s comic styling
+- **Story elements:** 1-2 noir-themed coverlines (e.g., "Crime Stalks the Night!", "Justice in the Shadows!")
+- **Publisher credit:** "Vertex Comics Publications" in small text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** Bold, dramatic lettering appropriate to vigilante theme
+- **Cover text:** Hand-lettered style or closest approximation: Anton, Bebas Neue, or Impact
+- **Color schemes:** High contrast (white/yellow on dark backgrounds) for noir atmosphere
+- **Layout optimization:** Designed for 2:3 format with proper dramatic hierarchy
+
+**Historical Accuracy:** Typography must match early 1940s comic conventions with period pricing, issue formats, and publisher styling appropriate to vigilante comics.
+
+------
+
+## C.C. Beck Style - Clean Golden Age Superhero Framework
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original superhero** in **C.C. Beck's clean Golden Age style** for **exact Nano Comics cover format**." **IP Safeguard:** Create original superhero character with completely distinct costume design (NO lightning bolts, NO red/gold combinations, NO cape resembling Captain Marvel), unique chest symbol, and alternative color scheme - ZERO resemblance to Captain Marvel/Billy Batson/Shazam family. **Likeness (style-first):** Identity via **clean heroic pose/confident smile/superhero demonstration**; integrate into **family-friendly Golden Age comic medium** emphasizing **geometric precision** and **optimistic heroism**. **Face-Treatment Flag:** `poster-ink` with **clean color separation** **Pose Flag:** `power-stance` with **friendly confidence** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Beck's clean precision overrides rough comic art, prioritizing **geometric accuracy** and **wholesome superhero adventure**. **Mode Selector:** Clean Superhero Comic with Nano Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Golden Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with superhero prominence and clean urban environments
+- **Spatial Allocation:** Hero dominance 55-65%, action/power demonstration 15-20%, typography zones 15-20%, background 5-10%
+- **Background Treatment:** Clean, simple urban or everyday environments that support heroic themes
+- **Format Justification:** Comic cover requires clean layout for family appeal with integrated superhero action
+## 3) Style Context & Material Authenticity
+
+C.C. Beck's revolutionary clean style (1940-1953) established **precision superhero art** through **geometric character construction** and **wholesome heroic adventure**. Production method emphasizes **smooth, controlled linework** with **precise anatomical proportions**, **bright optimistic color schemes**, and **family-friendly superhero scenarios**. **Paper substrate:** **High-quality newsprint with superior ink registration** creating **clean color reproduction**. Purpose focuses on **wholesome family entertainment** through **superhero wish-fulfillment** and **optimistic heroic ideals** within **quality comic production**. Hallmark motifs include **superhero power demonstrations in everyday contexts**, **clean geometric character designs with friendly expressions**, **bright primary color schemes emphasizing heroism**, **simple but effective backgrounds supporting heroic themes**, and **family-friendly adventure scenarios with clear moral authority**. Period framing encompasses **1940s optimism** with **superhero escapism ideals** creating **wholesome but exciting entertainment**.
+
+**Innovation line:** **Clean comic art precision** / **Family-friendly superhero archetype** / **Geometric character mastery** / **Beck's wholesome heroic aesthetic**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Clean, precise weights** at **1.5-2.5 pt** for **character outlines** with **geometric accuracy** and **smooth curve construction**. **Controlled line variation** with **precise anatomical rendering** and **clean edge definition**. **Superior halftone reproduction** at **85-100 LPI** for **high-quality comic production**. **Color:** **Bright superhero palette** with **high saturation optimistic schemes** - **blues, greens, purples, oranges** in **clean four-color process**. **Smooth color gradients** with **precise registration** and **heroic color relationships**. **Texture:** **Clean newsprint** with **minimal grain** and **precise ink reproduction**. **Smooth color application** with **clean edge registration** and **superior printing quality**. **Detail hierarchy:** **Hero receives clean line emphasis** with **precise geometric construction**, **superhero costume** gets **bold color treatment**, **backgrounds simplified** but **cleanly rendered**, **typography** integrated with **family-friendly appeal**. **Material simulation:** **High-quality 1940s comic production** with **superior four-color printing** and **clean newsprint characteristics**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **superhero prominence** and **family-friendly visual appeal**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Superhero:** **Alternative color schemes** (blue/silver/white, green/purple/yellow, orange/blue/black, purple/gold/white), **unique chest symbol** (star, shield, geometric emblem, letter design - NO lightning imagery), **simple cape design** (short cape, shoulder cape, or no cape), **clean costume design** (tunic/trunks, fitted uniform, simple heroic styling), **family-friendly heroic appearance** appropriate to **wholesome adventure**, **clean geometric design** with **Beck's precision aesthetic**; accessories maximum **1-2** heroic items.
+
+**Supporting Character Wardrobe:**
+
+- **Civilians:** **1940s family attire** with **clean, wholesome styling** and **optimistic presentation**
+- **Criminals:** **Simple 1940s criminal styling** with **family-appropriate threat level**
+- **Authority figures:** **Clean period uniforms**, **helpful adult characters**, **positive role models**
+
+**Prop Selector**
+
+```yaml
+nano_superhero_props:
+  superhero_powers: [strength demonstration, flight display, heroic rescue, power exhibition]
+  heroic_objects: [heroic equipment, crime-fighting tools, rescue gear, superhero accessories]
+  adventure_elements: [rescue scenarios, heroic intervention, problem-solving, moral demonstration]
+  wholesome_environment: [clean urban settings, everyday locations, family-friendly contexts, optimistic scenarios]
+  superhero_effects: [power displays, heroic action, clean energy effects, positive demonstrations]
+  micro_details: [costume symbols, heroic emblems, belt accessories, family-friendly elements]
+  exclusions:
+    - "no Captain Marvel/Shazam family iconography"
+    - "no lightning bolts or electrical themes"
+    - "no red/gold costume combinations"
+    - "no DC Comics character elements"
+    - "no fantasy/mystical elements inappropriate to superhero genre"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "rough comic art", "dark themes", "Captain Marvel costume elements", "lightning bolt imagery", "Shazam family iconography", "red and gold color combinations", "rough line work", "fantasy/mystical themes"; **NO Captain Marvel, Billy Batson, or any DC magical character elements**; **NO rough art style that eliminates Beck's clean precision**; **NO fantasy elements that remove superhero context**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Nano Comics original superhero", "C.C. Beck clean precision", "smooth geometric line work", "bright superhero colors", "family-friendly heroic adventure", "wholesome superhero themes", "clean four-color printing quality".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for "NANO COMICS" with superhero adventure theme
+- **Hero prominence:** Central 55-65% featuring original superhero in clean heroic demonstration
+- **Heroic atmosphere:** Bright, optimistic superhero environment with family-friendly appeal
+- **Adventure context:** Clear superhero heroics appropriate to wholesome entertainment
+- **Typography integration:** Space for family-friendly story elements and cover information
+
+**Period-Accurate Environment:** **1940s wholesome urban setting** with **clean architectural elements**, **bright atmospheric effects**, **superhero adventure elements**, and **family-friendly heroic contexts**. **Surface Context Anchor:** High-quality newsprint comic with superior four-color printing appropriate to 1940s premium comic production. **Frame/Band Anchor:** Clean comic cover border - precise black frame typical of quality Golden Age publications. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated superhero action and family-friendly typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Golden Age premium comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Large, prominent "VERTEX COMICS"** with **bold superhero adventure styling** taking **20-25% of cover space** (closest Google Font: Fredoka One or Nunito)
+- **Issue information:** **Bold "No. [X]" and "10¢" pricing** in **prominent, readable 1940s comic styling**
+- **Story elements:** **2-3 large, prominent family-friendly coverlines** (e.g., "Heroic Adventures Begin!", "Super-Powered Action!", "Community Heroes!") **integrated with art composition**
+- **Publisher credit:** **"Vertex Comics Publications"** in **clean, prominent text**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Large, bold, cheerful lettering** appropriate to **wholesome family entertainment** with **newsstand visibility**
+- **Cover text:** **Bold geometric style** or closest approximation: **Fredoka One, Nunito, or Comfortaa** at **large, readable sizes**
+- **Color schemes:** **High-contrast bright combinations** (white on blue, yellow on red, blue on yellow) for **family appeal and newsstand visibility**
+- **Layout optimization:** **Typography designed as prominent visual element** for 2:3 format with **wholesome superhero hierarchy**
+
+**Historical Accuracy:** Typography must match early 1940s premium comic conventions with period pricing, quality production values, and family-friendly entertainment styling appropriate to wholesome superhero adventure comics.
+
+------
+
+## Alex Raymond Style - Elegant Adventure Comics Framework
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original space adventure hero** in **Alex Raymond's elegant line art style** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original space adventure character with completely distinct costume design (NO Flash Gordon elements, NO Ming the Merciless references, NO Mongo planet imagery), unique adventure theme, and alternative setting - ZERO resemblance to Flash Gordon universe. **Likeness (style-first):** Identity via **elegant heroic pose/sophisticated expression/adventure readiness stance**; integrate into **sophisticated adventure comic medium** emphasizing **masterful line work** and **Art Deco elegance**. **Face-Treatment Flag:** `pen-crosshatch` with **elegant line precision** **Pose Flag:** `contrapposto` with **sophisticated confidence** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Raymond's elegant precision overrides rough comic art, prioritizing **sophisticated draftsmanship** and **adventure serial elegance**. **Mode Selector:** Sophisticated Space Adventure Comic with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Golden Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with elegant hero prominence and sophisticated adventure environments
+- **Spatial Allocation:** Hero dominance 60-70%, adventure elements 15-20%, typography zones 10-15%, background 5-10%
+- **Background Treatment:** Clean, sophisticated environments that support adventure themes with Art Deco influences
+- **Format Justification:** Comic cover requires elegant layout for sophisticated adventure with integrated futuristic elements
+## 3) Style Context & Material Authenticity
+
+Alex Raymond's masterful style (1934-1946) established **sophisticated adventure comics** through **elegant line art mastery** and **Art Deco design sophistication**. Production method emphasizes **precise pen and ink technique** with **masterful curve construction**, **sophisticated figure proportions**, and **adventure serial storytelling with visual elegance**. **Paper substrate:** **High-quality comic printing with superior line reproduction** creating **crisp line art clarity**. Purpose focuses on **sophisticated adventure entertainment** through **heroic exploration themes** and **elegant visual storytelling** within **premium comic production**. Hallmark motifs include **elegant flowing costumes with Art Deco influences**, **sophisticated figure work with idealized proportions**, **clean adventure environments with futuristic elements**, **masterful line work emphasizing curves and flowing forms**, and **adventure serial scenarios with sophisticated visual presentation**. Period framing encompasses **1930s sophistication** with **Art Deco design ideals** creating **elegant but exciting adventure entertainment**.
+
+**Innovation line:** **Sophisticated line art mastery** / **Adventure serial visual elegance** / **Art Deco comic design integration** / **Raymond's curve construction expertise**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Elegant, flowing weights** at **1.0-2.0 pt** for **character outlines** with **masterful curve construction** and **sophisticated line variation**. **Precise pen and ink technique** with **elegant hatching patterns** and **clean line definition**. **Superior line reproduction** optimized for **crisp comic printing**. **Color:** **Sophisticated adventure palette** with **Art Deco color relationships** - **teals, golds, purples, crisp whites** in **clean color separation**. **Elegant color application** with **precise registration** and **sophisticated color harmonies**. **Texture:** **Clean comic paper** with **superior ink reproduction** and **crisp line clarity**. **Sophisticated surface treatment** with **clean edge registration** and **premium printing quality**. **Detail hierarchy:** **Hero receives masterful line emphasis** with **sophisticated figure construction**, **adventure elements** get **elegant design treatment**, **backgrounds simplified** but **sophisticatedly rendered**, **typography** integrated with **adventure serial appeal**. **Material simulation:** **Premium 1930s comic production** with **superior line art printing** and **crisp reproduction characteristics**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **elegant hero prominence** and **sophisticated adventure visual appeal**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Adventure Hero Design:**
+
+- **Original Space Hero:** **Alternative color schemes** (teal/gold/white, purple/silver/blue, bronze/navy/cream, emerald/gold/black), **unique adventure symbol** (star cluster, planet ring, space compass, cosmic emblem - NO Flash Gordon iconography), **Art Deco costume design** (streamlined uniform, elegant cape, sophisticated tunic, adventure gear), **sophisticated styling** appropriate to **elegant adventure**, **clean geometric design** with **Raymond's Art Deco aesthetic**; accessories maximum **1-2** adventure items.
+
+**Supporting Character Wardrobe:**
+
+- **Adventure companions:** **1930s sophisticated attire** with **Art Deco styling** and **adventure practicality**
+- **Futuristic beings:** **Elegant alien design** with **sophisticated technology themes**
+- **Authority figures:** **Clean futuristic uniforms**, **sophisticated leadership styling**, **elegant presentation**
+
+**Prop Selector**
+
+```yaml
+vertex_adventure_props:
+  space_adventure: [ray guns, space vehicles, exploration gear, communication devices]
+  futuristic_objects: [sophisticated technology, elegant spacecraft, adventure equipment, exploration tools]
+  adventure_elements: [rescue scenarios, exploration missions, heroic intervention, discovery themes]
+  sophisticated_environment: [Art Deco architecture, elegant futuristic cities, sophisticated technology, clean adventure settings]
+  exploration_effects: [space phenomena, adventure demonstrations, elegant technology displays, discovery moments]
+  micro_details: [adventure badges, sophisticated insignia, elegant accessories, Art Deco elements]
+  exclusions:
+    - "no Flash Gordon universe iconography"
+    - "no Ming the Merciless or Mongo planet elements"
+    - "no existing King Features character references"
+    - "no direct Raymond character adaptations"
+    - "no rough art style that eliminates elegant sophistication"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "rough comic art", "crude line work", "Flash Gordon costume elements", "Ming the Merciless imagery", "Mongo planet references", "King Features character elements", "photorealistic rendering", "digital painting effects"; **NO Flash Gordon, Dale Arden, or any King Features character elements**; **NO rough art style that eliminates Raymond's elegant precision**; **NO modern digital effects that remove line art clarity**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original space hero", "Alex Raymond elegant line art", "sophisticated pen and ink technique", "Art Deco design influences", "elegant adventure themes", "sophisticated heroic presentation", "clean line art reproduction quality".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 10-15% for **elegant "VERTEX COMICS"** with **sophisticated adventure theme**
+- **Hero prominence:** Central 60-70% featuring original space hero in elegant adventure demonstration
+- **Sophisticated atmosphere:** Clean, Art Deco influenced environment with elegant futuristic appeal
+- **Adventure context:** Clear space exploration heroics appropriate to sophisticated entertainment
+- **Typography integration:** Space for elegant story elements and sophisticated cover information
+
+**Period-Accurate Environment:** **1930s Art Deco influenced futuristic setting** with **clean architectural elements**, **sophisticated technology**, **elegant adventure elements**, and **sophisticated exploration contexts**. **Surface Context Anchor:** Premium comic paper with superior line art printing appropriate to 1930s sophisticated comic production. **Frame/Band Anchor:** Elegant comic cover border - sophisticated frame typical of premium adventure publications. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated sophisticated adventure and elegant typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic adventure serial comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Elegant "VERTEX COMICS"** with **sophisticated adventure styling** (closest Google Font: Cinzel or Playfair Display)
+- **Issue information:** "No. [X]" and "15¢" pricing in **elegant 1930s comic styling**
+- **Story elements:** 1-2 **sophisticated coverlines** (e.g., "Elegant Adventures Begin!", "Sophisticated Space Exploration!")
+- **Publisher credit:** "Vertex Comics Publications" in **elegant, readable text**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Elegant, sophisticated lettering** appropriate to **premium adventure entertainment**
+- **Cover text:** **Sophisticated geometric style** or closest approximation: **Cinzel, Playfair Display, or Cormorant Garamond**
+- **Color schemes:** **Sophisticated combinations** (gold on teal, white on purple) for **elegant appeal**
+- **Layout optimization:** Designed for 2:3 format with **sophisticated adventure hierarchy**
+
+**Historical Accuracy:** Typography must match 1930s premium comic conventions with period pricing, sophisticated production values, and elegant entertainment styling appropriate to sophisticated space adventure comics.
+
+------
+
+## Will Eisner Style - Urban Noir Comics Framework
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original urban vigilante detective** in **Will Eisner's bold noir style** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original urban detective character with completely distinct costume design (NO Spirit mask, NO blue suit, NO red tie, NO Denny Colt references), unique detective theme, and alternative urban setting - ZERO resemblance to The Spirit universe. **Likeness (style-first):** Identity via **dramatic detective pose/noir expression/urban investigation stance**; integrate into **gritty urban crime comic medium** emphasizing **bold ink work** and **noir atmosphere**. **Face-Treatment Flag:** `brush-wash` with **dramatic contrast** **Pose Flag:** `candid-motion` with **detective confidence** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Eisner's bold expression overrides clean comic art, prioritizing **dynamic ink work** and **urban noir atmosphere**. **Mode Selector:** Urban Crime Detective Comic with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Golden Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with dramatic detective prominence and gritty urban noir environments
+- **Spatial Allocation:** Detective dominance 50-60%, urban environment 25-30%, dramatic lighting effects 10-15%, typography zones 10-15%
+- **Background Treatment:** Gritty urban environments with noir atmosphere and dramatic architectural elements
+- **Format Justification:** Comic cover requires dramatic layout for noir appeal with integrated urban crime elements
+## 3) Style Context & Material Authenticity
+
+Will Eisner's revolutionary style (1940-1952) established **urban noir comic aesthetics** through **bold expressive ink work** and **cinematic storytelling sophistication**. Production method emphasizes **dynamic brush and pen technique** with **dramatic contrast effects**, **gritty urban realism**, and **noir crime drama with visual storytelling mastery**. **Paper substrate:** **Standard newsprint with bold ink absorption** creating **high contrast noir effects**. Purpose focuses on **urban crime drama entertainment** through **detective investigation themes** and **noir visual storytelling** within **sophisticated comic production**. Hallmark motifs include **dramatic lighting with heavy shadows and contrast**, **expressive urban environments with architectural detail**, **bold ink work emphasizing texture and movement**, **cinematic composition with dynamic angles**, and **crime investigation scenarios with noir atmosphere**. Period framing encompasses **1940s urban crime** with **noir detective ideals** creating **sophisticated but gritty entertainment**.
+
+**Innovation line:** **Cinematic comic storytelling** / **Urban noir visual mastery** / **Bold ink work expression** / **Eisner's dramatic lighting expertise**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Bold, expressive weights** at **2.0-4.0 pt** for **character outlines** with **dynamic brush variation** and **rough energetic construction**. **Dramatic ink technique** with **bold brush strokes** and **expressive line definition**. **High contrast reproduction** optimized for **dramatic comic printing**. **Color:** **Noir palette dominance** with **dramatic contrast relationships** - **deep blues, blacks, grays, amber highlights** in **bold color application**. **Dramatic lighting effects** with **heavy shadow areas** and **high contrast color schemes**. **Texture:** **Gritty newsprint** with **bold ink absorption** and **rough texture emphasis**. **Urban surface treatment** with **textural detail** and **noir atmospheric effects**. **Detail hierarchy:** **Detective receives bold ink emphasis** with **expressive figure construction**, **urban elements** get **detailed architectural treatment**, **backgrounds emphasized** for **noir atmosphere creation**, **typography** integrated with **environmental elements**. **Material simulation:** **1940s comic production** with **bold ink printing** and **high contrast characteristics**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **dramatic detective prominence** and **urban noir visual impact**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Urban Detective Design:**
+
+- **Original Detective:** **Alternative styling** (brown coat/gray pants, black jacket/tan trousers, navy overcoat/dark slacks, charcoal suit/white shirt), **unique detective accessories** (fedora alternatives, distinctive badge, original investigation gear - NO Spirit mask elements), **urban professional design** (trench coat, detective styling, investigative gear, period clothing), **noir appropriate styling** appropriate to **urban crime investigation**, **gritty realistic design** with **Eisner's urban aesthetic**; accessories maximum **2-3** detective items.
+
+**Supporting Character Wardrobe:**
+
+- **Urban criminals:** **1940s criminal attire** with **noir styling** and **period criminal fashion**
+- **City residents:** **Urban working-class clothing** with **noir atmosphere support**
+- **Authority figures:** **Period police uniforms**, **detective styling**, **urban professional dress**
+
+**Prop Selector**
+
+```yaml
+vertex_detective_props:
+  investigation_tools: [magnifying glass, case files, evidence bags, detective notebook]
+  urban_environment: [fire escapes, city alleyways, urban architecture, street lamps]
+  crime_elements: [1940s vehicles, period weapons, urban crime scenarios, noir lighting]
+  detective_gear: [flashlight, handcuffs, investigation equipment, period technology]
+  noir_atmosphere: [dramatic shadows, urban textures, architectural details, city elements]
+  micro_details: [detective badge, coat buttons, fedora details, urban accessories]
+  exclusions:
+    - "no Spirit mask or costume elements"
+    - "no blue suit/red tie combination"
+    - "no Denny Colt or Spirit universe references"
+    - "no existing Kitchen Sink Press character elements"
+    - "no clean art style that eliminates noir grittiness"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "clean comic art", "smooth line work", "Spirit mask elements", "blue suit costume", "Denny Colt references", "Kitchen Sink character elements", "sanitized urban environments", "modern digital effects"; **NO Spirit, Commissioner Dolan, or any Eisner character elements**; **NO clean art style that eliminates Eisner's expressive roughness**; **NO modern effects that remove noir atmosphere**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original detective", "Will Eisner bold ink work", "dramatic noir lighting", "gritty urban atmosphere", "expressive brush technique", "urban crime drama", "bold contrast printing quality".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **noir crime theme** and **environmental integration**
+- **Detective prominence:** Central 50-60% featuring original detective in dramatic urban investigation
+- **Urban noir atmosphere:** Gritty city environment with dramatic lighting and architectural detail
+- **Crime context:** Clear urban investigation activity appropriate to noir entertainment
+- **Environmental typography:** **Logo integration with urban elements** (buildings, signs, shadows) per Eisner's innovative approach
+
+**Period-Accurate Environment:** **1940s urban noir setting** with **detailed architectural elements**, **dramatic street lighting**, **gritty urban textures**, and **noir crime investigation contexts**. **Surface Context Anchor:** Standard newsprint comic with bold ink printing appropriate to 1940s urban comic production. **Frame/Band Anchor:** Dynamic comic cover layout - varied framing typical of Eisner's cinematic approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated urban noir drama and environmental typography.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Eisner comic cover format with environmental integration.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **environmental integration** (built into building signs, shadows, architectural elements) (closest Google Font: Impact or Anton)
+- **Issue information:** "No. [X]" and "10¢" pricing in **bold 1940s comic styling**
+- **Story elements:** 1-2 **noir-themed coverlines** (e.g., "Urban Crime Drama!", "Detective Investigation!")
+- **Publisher credit:** "Vertex Comics Publications" integrated into **urban environment**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, dramatic lettering** integrated into **urban architectural elements**
+- **Cover text:** **Bold geometric style** or closest approximation: **Impact, Anton, or Bebas Neue**
+- **Color schemes:** **High contrast combinations** (white on black, yellow on dark blue) for **noir atmosphere**
+- **Environmental integration:** Typography becomes **part of urban environment** (building signs, shadows, street elements)
+
+**Historical Accuracy:** Typography must match 1940s comic conventions with period pricing, bold production values, and environmental integration styling appropriate to urban noir detective comics with Eisner's innovative logo placement techniques.
+
+------
+
+## Carmine Infantino Style - Dynamic Silver Age Comics Framework
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original speed-powered hero** in **Carmine Infantino's dynamic Silver Age style** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original speedster character with completely distinct costume design (NO lightning bolt symbols, NO red/yellow combinations, NO Flash costume elements, NO Barry Allen references), unique speed theme, and alternative power visualization - ZERO resemblance to Flash universe. **Likeness (style-first):** Identity via **dynamic speed pose/geometric motion lines/Silver Age heroic stance**; integrate into **commercial art influenced comic medium** emphasizing **geometric precision** and **dynamic motion graphics**. **Face-Treatment Flag:** `poster-ink` with **commercial art precision** **Pose Flag:** `candid-motion` with **dynamic speed** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Infantino's geometric precision overrides rough comic art, prioritizing **commercial art clarity** and **dynamic motion design**. **Mode Selector:** Dynamic Speed Hero Comic with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Silver Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with dynamic speed hero prominence and geometric motion environments
+- **Spatial Allocation:** Hero dominance 55-65%, speed effects/motion lines 20-25%, typography zones 10-15%, background 5-10%
+- **Background Treatment:** Clean, geometric environments that support speed themes with commercial art influences
+- **Format Justification:** Comic cover requires dynamic layout for speed appeal with integrated motion graphics
+## 3) Style Context & Material Authenticity
+
+Carmine Infantino's influential style (1956-1970s) established **dynamic Silver Age comic aesthetics** through **geometric commercial art precision** and **motion-focused visual design**. Production method emphasizes **clean commercial art technique** with **geometric figure construction**, **bold graphic design elements**, and **speed-oriented visual storytelling with commercial art sophistication**. **Paper substrate:** **High-quality Silver Age printing with superior color registration** creating **clean graphic reproduction**. Purpose focuses on **dynamic superhero entertainment** through **speed-powered adventure themes** and **geometric visual storytelling** within **premium Silver Age comic production**. Hallmark motifs include **dynamic speed lines and motion blur effects**, **geometric figure work with elongated proportions**, **bold graphic design elements with commercial art precision**, **angular panel layouts and dynamic compositions**, and **speed-powered scenarios with geometric visual presentation**. Period framing encompasses **1950s-60s optimism** with **commercial art design ideals** creating **dynamic but sophisticated entertainment**.
+
+**Innovation line:** **Commercial art comic integration** / **Dynamic motion graphics mastery** / **Geometric character design** / **Infantino's speed visualization expertise**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Clean, geometric weights** at **1.5-2.5 pt** for **character outlines** with **commercial art precision** and **dynamic angular construction**. **Sharp, defined line technique** with **geometric motion effects** and **clean edge definition**. **Superior reproduction quality** optimized for **Silver Age comic printing**. **Color:** **Dynamic Silver Age palette** with **bold graphic relationships** - **blues, greens, purples, oranges** in **clean commercial color application**. **Speed effect colors** with **motion blur gradients** and **dynamic color schemes**. **Texture:** **Clean Silver Age printing** with **superior color registration** and **sharp graphic clarity**. **Commercial art surface treatment** with **precise edge registration** and **premium printing quality**. **Detail hierarchy:** **Speed hero receives geometric line emphasis** with **dynamic figure construction**, **motion effects** get **bold graphic treatment**, **backgrounds simplified** but **precisely rendered**, **typography** integrated with **commercial design appeal**. **Material simulation:** **Premium Silver Age comic production** with **superior printing** and **clean reproduction characteristics**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **dynamic speed hero prominence** and **geometric motion visual appeal**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Speed Hero Design:**
+
+- **Original Speedster:** **Alternative color schemes** (blue/silver/white, green/gold/black, purple/orange/cream, teal/bronze/yellow), **unique speed symbol** (wind patterns, motion spirals, velocity arrows, kinetic emblem - NO lightning bolt imagery), **streamlined costume design** (aerodynamic suit, speed-focused styling, geometric patterns, commercial art influenced design), **dynamic styling** appropriate to **speed-powered adventure**, **clean geometric design** with **Infantino's commercial art aesthetic**; accessories maximum **1-2** speed items.
+
+**Supporting Character Wardrobe:**
+
+- **Speed companions:** **1950s-60s civilian attire** with **commercial art styling** and **dynamic presentation**
+- **Scientists/Allies:** **Clean professional clothing** with **Silver Age optimism themes**
+- **Authority figures:** **Period appropriate uniforms**, **dynamic leadership styling**, **geometric presentation**
+
+**Prop Selector**
+
+```yaml
+vertex_speed_props:
+  speed_powers: [velocity trails, motion blur effects, speed demonstrations, kinetic energy displays]
+  scientific_objects: [speed measurement devices, kinetic equipment, velocity instruments, motion analyzers]
+  adventure_elements: [rescue scenarios, speed missions, heroic intervention, dynamic action]
+  geometric_environment: [commercial art architecture, clean Silver Age settings, dynamic technology, precise design elements]
+  motion_effects: [speed lines, velocity blurs, kinetic displays, dynamic demonstrations]
+  micro_details: [speed badges, geometric insignia, dynamic accessories, commercial art elements]
+  exclusions:
+    - "no Flash universe iconography"
+    - "no lightning bolt symbols or electrical themes"
+    - "no red/yellow costume combinations"
+    - "no Barry Allen or DC Comics character references"
+    - "no rough art style that eliminates geometric precision"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "rough comic art", "crude line work", "Flash costume elements", "lightning bolt imagery", "Barry Allen references", "DC Comics character elements", "painterly rendering", "rough sketch effects"; **NO Flash, Iris West, or any DC Comics character elements**; **NO rough art style that eliminates Infantino's commercial precision**; **NO effects that remove geometric clarity**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original speedster", "Carmine Infantino geometric precision", "dynamic commercial art technique", "clean Silver Age design influences", "speed-focused themes", "geometric heroic presentation", "clean graphic reproduction quality".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **dynamic speed theme** and **geometric design integration**
+- **Speed hero prominence:** Central 55-65% featuring original speedster in dynamic motion demonstration
+- **Geometric atmosphere:** Clean, commercial art influenced environment with dynamic design appeal
+- **Speed context:** Clear velocity-powered heroics appropriate to dynamic entertainment
+- **Motion graphics integration:** **Speed lines and motion effects** integrated with cover design
+
+**Period-Accurate Environment:** **1950s-60s Silver Age influenced setting** with **clean architectural elements**, **geometric design**, **dynamic technology elements**, and **speed-focused heroic contexts**. **Surface Context Anchor:** Premium Silver Age comic with superior printing appropriate to commercial art influenced comic production. **Frame/Band Anchor:** Dynamic comic cover layout - geometric framing typical of Infantino's commercial design approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated speed motion and geometric typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Silver Age comic cover format with commercial design integration.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **commercial design styling** and **geometric integration** (closest Google Font: Oswald or Bebas Neue)
+- **Issue information:** "No. [X]" and "12¢" pricing in **bold Silver Age comic styling**
+- **Story elements:** 1-2 **dynamic coverlines** (e.g., "Dynamic Speed Adventures!", "Velocity-Powered Action!")
+- **Publisher credit:** "Vertex Comics Publications" in **commercial design typography**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, geometric lettering** with **commercial art precision**
+- **Cover text:** **Commercial design style** or closest approximation: **Oswald, Bebas Neue, or Anton**
+- **Color schemes:** **Dynamic combinations** (white on blue, yellow on purple) for **speed appeal**
+- **Geometric integration:** Typography designed with **commercial art precision** for dynamic visual impact
+
+**Historical Accuracy:** Typography must match Silver Age comic conventions with period pricing, commercial design values, and geometric styling appropriate to speed-powered adventure comics with Infantino's commercial art design influence.
+
+------
+
+## Jack Cole Style - Cartoon Comedy Comics Framework
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original shape-shifting comedy hero** in **Jack Cole's zany cartoon style** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original stretchy character with completely distinct design (NO red/yellow/black combinations, NO goggles, NO Plastic Man costume elements, NO Eel O'Brian references), unique transformation abilities, and alternative comedy theme - ZERO resemblance to Plastic Man universe. **Likeness (style-first):** Identity via **zany transformation pose/cartoon exaggeration/slapstick comedy stance**; integrate into **cartoon comedy comic medium** emphasizing **extreme exaggeration** and **slapstick humor**. **Face-Treatment Flag:** `poster-ink` with **cartoon exaggeration** **Pose Flag:** `gestural-fluid` with **impossible transformations** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Cole's cartoon exaggeration overrides realistic comic art, prioritizing **zany humor** and **impossible physics**. **Mode Selector:** Cartoon Comedy Comic with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Golden Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with zany character prominence and cartoon comedy environments
+- **Spatial Allocation:** Comedy hero dominance 60-70%, transformation effects 15-20%, slapstick elements 10-15%, typography zones 10-15%
+- **Background Treatment:** Simple, cartoon-like environments that support comedy themes without visual competition
+- **Format Justification:** Comic cover requires zany layout for comedy appeal with integrated slapstick elements
+## 3) Style Context & Material Authenticity
+
+Jack Cole's revolutionary cartoon style (1941-1950) established **zany comedy comic aesthetics** through **extreme cartoon exaggeration** and **slapstick visual storytelling**. Production method emphasizes **bold cartoon technique** with **impossible physics demonstration**, **wild color schemes**, and **comedy-focused scenarios with cartoon logic**. **Paper substrate:** **Standard comic printing with bold cartoon color reproduction** creating **bright comedy effects**. Purpose focuses on **slapstick comedy entertainment** through **transformation humor themes** and **cartoon visual storytelling** within **comedy comic production**. Hallmark motifs include **impossible body transformations with cartoon physics**, **extreme cartoon exaggeration with wild proportions**, **slapstick comedy scenarios with visual humor**, **bold cartoon color schemes emphasizing fun**, and **transformation-based comedy with impossible situations**. Period framing encompasses **1940s cartoon humor** with **slapstick comedy ideals** creating **zany but family-friendly entertainment**.
+
+**Innovation line:** **Cartoon comedy comic mastery** / **Transformation humor expertise** / **Slapstick visual storytelling** / **Cole's impossible physics visualization**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Bold, cartoonish weights** at **2.0-4.0 pt** for **character outlines** with **extreme cartoon variation** and **exaggerated construction**. **Wild cartoon technique** with **impossible curve rendering** and **cartoon edge definition**. **Bold comic reproduction** optimized for **cartoon comedy printing**. **Color:** **Bright cartoon palette** with **zany color relationships** - **oranges, purples, greens, bright blues** in **bold cartoon application**. **Cartoon color schemes** with **exaggerated saturation** and **comedy-appropriate color combinations**. **Texture:** **Bold comic printing** with **cartoon color clarity** and **bright reproduction emphasis**. **Cartoon surface treatment** with **simple color application** and **comedy-focused color effects**. **Detail hierarchy:** **Comedy hero receives extreme cartoon emphasis** with **impossible transformation construction**, **slapstick elements** get **bold cartoon treatment**, **backgrounds simplified** for **comedy focus**, **typography** integrated with **cartoon comedy appeal**. **Material simulation:** **1940s cartoon comic production** with **bold color printing** and **cartoon reproduction characteristics**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **zany comedy hero prominence** and **cartoon visual impact**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Shape-Shifting Hero Design:**
+
+- **Original Stretchy Hero:** **Alternative color schemes** (blue/orange/white, green/purple/yellow, teal/pink/cream, purple/lime/silver), **unique transformation symbol** (spiral patterns, stretch marks, morph designs, elasticity emblem - NO Plastic Man iconography), **cartoon costume design** (simple uniform, stretchy outfit, comedy styling, cartoon-appropriate design), **zany styling** appropriate to **transformation comedy**, **cartoon exaggerated design** with **Cole's slapstick aesthetic**; accessories maximum **1-2** comedy items.
+
+**Supporting Character Wardrobe:**
+
+- **Comedy civilians:** **1940s cartoon attire** with **exaggerated styling** and **slapstick presentation**
+- **Cartoon criminals:** **Exaggerated villain clothing** with **comedy-appropriate styling**
+- **Authority figures:** **Cartoon police uniforms**, **exaggerated official dress**, **comedy presentation**
+
+**Prop Selector**
+
+```yaml
+vertex_comedy_props:
+  transformation_effects: [impossible stretches, wild shapes, cartoon physics, elasticity displays]
+  slapstick_objects: [banana peels, comedy weapons, cartoon gadgets, humor devices]
+  comedy_elements: [pratfall scenarios, visual gags, transformation humor, cartoon situations]
+  cartoon_environment: [exaggerated buildings, cartoon technology, comedy settings, impossible architecture]
+  humor_effects: [cartoon physics, impossible transformations, comedy demonstrations, slapstick displays]
+  micro_details: [cartoon expressions, comedy accessories, transformation elements, slapstick components]
+  exclusions:
+    - "no Plastic Man universe iconography"
+    - "no red/yellow/black costume combinations"
+    - "no goggles or Eel O'Brian references"
+    - "no Quality Comics character elements"
+    - "no realistic art style that eliminates cartoon exaggeration"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "realistic comic art", "serious heroic tone", "Plastic Man costume elements", "red/yellow/black color schemes", "Eel O'Brian references", "Quality Comics character elements", "subdued colors", "realistic physics"; **NO Plastic Man, Woozy Winks, or any Quality Comics character elements**; **NO realistic art style that eliminates Cole's cartoon exaggeration**; **NO serious tone that removes comedy focus**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original stretchy hero", "Jack Cole cartoon exaggeration", "zany transformation humor", "bold cartoon colors", "slapstick comedy themes", "cartoon physics demonstrations", "bold cartoon reproduction quality".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **cartoon comedy theme** and **playful typography**
+- **Comedy hero prominence:** Central 60-70% featuring original stretchy hero in zany transformation demonstration
+- **Cartoon atmosphere:** Simple, exaggerated environment with cartoon comedy appeal
+- **Slapstick context:** Clear transformation comedy appropriate to cartoon entertainment
+- **Humor integration:** **Visual gags and slapstick elements** integrated with cover design
+
+**Period-Accurate Environment:** **1940s cartoon comedy setting** with **exaggerated architectural elements**, **cartoon physics**, **comedy props**, and **slapstick transformation contexts**. **Surface Context Anchor:** Standard comic paper with bold cartoon printing appropriate to 1940s comedy comic production. **Frame/Band Anchor:** Cartoon comic cover layout - playful framing typical of Cole's comedy approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated transformation comedy and cartoon typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic cartoon comedy comic cover format with playful integration.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **cartoon comedy styling** and **playful lettering** (closest Google Font: Fredoka One or Bungee)
+- **Issue information:** "No. [X]" and "10¢" pricing in **bold cartoon comic styling**
+- **Story elements:** 1-2 **comedy-themed coverlines** (e.g., "Zany Transformation Comedy!", "Slapstick Shape-Shifting!")
+- **Publisher credit:** "Vertex Comics Publications" in **cartoon comedy typography**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, playful lettering** with **cartoon exaggeration**
+- **Cover text:** **Cartoon comedy style** or closest approximation: **Fredoka One, Bungee, or Chewy**
+- **Color schemes:** **Bright cartoon combinations** (orange on purple, green on yellow) for **comedy appeal**
+- **Playful integration:** Typography designed with **cartoon humor** for maximum comedy impact
+
+**Historical Accuracy:** Typography must match 1940s cartoon comic conventions with period pricing, comedy production values, and playful styling appropriate to transformation comedy comics with Cole's zany cartoon design influence.
\ No newline at end of file
diff --git a/styles-source/archive/gothic_horror_analysis.md b/styles-source/archive/gothic_horror_analysis.md
new file mode 100644
index 0000000..56d54d8
--- /dev/null
+++ b/styles-source/archive/gothic_horror_analysis.md
@@ -0,0 +1,980 @@
+# Gothic Horror Art Analysis
+
+------
+
+# Francisco Goya Black Paintings Style Prompt
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **4:3 ratio** - ignore source image dimensions completely. Redraw in **Goya's Black Paintings style circa 1820-1823** for **oil painting on plaster transferred to canvas**. Identity via silhouette/gesture/expression with psychological intensity. **IP Safeguard Declaration:** Create original designs avoiding copyrighted elements, focusing on universal human psychological themes. **Face-Treatment Flag:** `oil-fat-over-lean` with `impasto-sculptural` and `alla-prima-direct` **Pose Flag:** `psychological-tension` **Canvas Control Flag:** `adaptive-extend` **Style Dominance:** Goya's late period psychological expressionism supersedes all decorative or harmonious elements **Mode Selector:** Gallery painting for private contemplation
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `4:3` (classical landscape format matching Goya's wall proportions)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with atmospheric depth
+- **Spatial Allocation:** Subject placement in psychological tension zones, off-center for compositional modernity
+- **Background Treatment:** Fill with "avernal darkness" extending seamlessly from center
+- **Format Justification:** 3:4 portrait ratio serves Goya's intimate psychological studies and allows for figure dominance with atmospheric depth
+## 3) Style Context & Material Authenticity
+
+**Influences:** Goya's Black Paintings (1820-1823), Romantic pessimism, post-illness psychological transformation, Spanish political turmoil **Medium/Production method:** Oil paint applied al secco directly onto plaster walls using broad strokes, large brushes, palette knives, and possibly sponges. Thick impasto with 3-5mm paint thickness, no preparatory drawings. **Thematic purpose:** Private psychological expression of deepest fears, political disillusionment, and human darkness **Hallmark motifs:**
+
+- Chiaroscuro lighting with 90% darkness, 10% dramatic illumination
+- Figures emerging from "avernal darkness"
+- Off-center compositional imbalance (150% modern asymmetry)
+- Thick, agitated brushwork showing tool marks and palette knife scraping
+- Psychological facial distortion with bulging eyes and gaping mouths **Period framing:** Spain 1820-1823, liberal constitutional period, political repression, Goya's deafness and isolation **Tone Tag:** Pessimistic, nightmarish, psychologically violent **Production Era Authenticity:** Oil on plaster al secco technique with characteristic cracking and transfer damage from 1874 canvas mounting
+## 4) Technical Method & Mark-Making
+
+**Paint application:** Thick impasto 3-5mm deep with visible palette knife marks, broad brush strokes applied rapidly and aggressively, fat-over-lean oil technique with linseed oil binding **Color mixing:** Earth palette - yellow ochre, brown ochre, light red, burnt sienna, four varieties of black (bone, ivory, lamp, peach), lead white, minimal vermillion accents **Texture specifications:** Rough, craggy surface texture simulating plaster substrate, aggressive tool marks from palette knives and large bristle brushes **Edge treatment:** Lost edges dissolving into darkness, hard edges only for psychological emphasis **Stroke economy:** Economical but expressive - maximum psychological impact with minimum strokes, directional brushwork following form and emotion **Surface depth:** Heavy impasto creating sculptural relief, paint thickness variations creating tactile surface **Detail hierarchy:** Sparse detail work, concentrated in psychologically critical areas (eyes, mouths, hands) **Material authenticity:** Authentic oil paint behavior with linseed oil flow characteristics, no modern acrylic smoothness **Scale proportions:** Anatomical distortions for psychological effect - neck elongation 120%, head size variations, bulging eyes 150% normal scale **Tool marks:** Visible palette knife scraping, bristle brush texture, sponge dabbing marks in atmospheric areas
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Adult neutral: rough peasant clothing, monk's robes, Spanish period dress (1820s)
+- Fabric behavior: Heavy woolens with matte finish, coarse linen with authentic drape **Accessory caps:** Minimalist 0-1 accessories **Color palette:** Restricted to earth tones - ochres, umbers, sienna, blacks, single white accent **Wardrobe variation:** Cycle through: dark monk robes, peasant browns, noble blacks, white ceremonial dress **Props:** 1 hero prop maximum: cudgel, book, ceremonial object, human skull **Coherence filter:** All elements support psychological narrative, authentic to 1820s Spain
+
+**YAML Props Pool:**
+
+```yaml
+religious: [crucifix, prayer_book, monk_cowl, rosary_beads]
+violence: [cudgel, rope, knife, gallows]
+political: [constitution_papers, royal_decree, chains, crown]
+mortality: [human_skull, hourglass, wilted_flowers, coffin]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "harmonious composition"
+- "beautiful", "pleasant", "decorative", "ornamental"
+- "bright lighting", "cheerful", "optimistic", "colorful"
+- "smooth finish", "refined technique", "academic precision"
+
+**✅ Canvas Positives:**
+
+- "exactly 4:3 ratio", "recomposed for landscape format"
+- "thick impasto 3-5mm paint thickness", "palette knife texture marks"
+- "deep atmospheric shadow with 90% coverage", "psychological intensity zones"
+- "earth pigment palette authentic to 1820s", "oil on plaster al secco technique"
+## 7) Composition & Lighting Patterns
+
+**4:3 LANDSCAPE COMPOSITION REQUIREMENTS:**
+
+- Horizontal emphasis with psychological depth
+- Environmental context 60%, figure dominance 40%
+- Atmospheric staging with Goya's theatrical lighting
+
+**GOYA-SPECIFIC COMPOSITION:**
+
+- Perspective: Psychological space over geometric accuracy
+- Grid/symmetry: Deliberately unbalanced, figures off-center for modern compositional approach
+- Figure:ground 40:60 with figures emerging from darkness
+- Density 20% - sparse, concentrated psychological impact
+- Lighting: Dramatic chiaroscuro - single light source illuminating key psychological elements
+- Detail:negative space 10:90 - vast areas of darkness with concentrated detail zones
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Oil on plaster wall texture with transfer to canvas artifacts
+- **Frame/Band:** Omit entirely - no decorative framing
+- **Production Context:** Al secco technique on plaster substrate with 1874 transfer damage characteristics
+- **Ratio Enforcement:** Composition designed for 4:3 theatrical viewing, horizontal psychological narrative
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Omit text entirely - Goya's Black Paintings contained no text elements **Historical accuracy:** No typography - these were private wall paintings, not public works **Production Method:** Pure visual expression without textual explanation
+
+------
+
+# Caspar David Friedrich Romantic Sublime Style Prompt
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **4:3 ratio** - ignore source image dimensions completely. Redraw in **Friedrich's German Romantic landscape style circa 1810-1830** for **oil painting on fine primed canvas**. Identity via silhouette/gesture/expression with spiritual contemplation. **IP Safeguard Declaration:** Create original designs avoiding copyrighted elements, focusing on universal sublime landscape themes. **Face-Treatment Flag:** `oil-fat-over-lean` with `glazing-layers-buildup` **Pose Flag:** `psychological-tension` (Rückenfigur contemplation) **Canvas Control Flag:** `adaptive-extend` **Style Dominance:** Friedrich's sublime spiritual landscapes supersede all decorative or conventional beauty elements **Mode Selector:** Gallery painting for transcendental contemplation
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `4:3` (classical landscape format matching Friedrich's compositional preferences)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with atmospheric depth and infinite perspective
+- **Spatial Allocation:** Rückenfigur placement in lower third, vast sky dominating upper two-thirds
+- **Background Treatment:** Fill with graduated atmospheric effects extending to infinite horizon
+- **Format Justification:** 4:3 ratio serves Friedrich's horizontal sublime landscapes and allows for proper sky-to-earth proportions essential to the spiritual experience
+## 3) Style Context & Material Authenticity
+
+**Influences:** German Romanticism, Kantian sublime, Lutheran spirituality, Gothic revival, Northern European landscape tradition **Medium/Production method:** Oil paint applied in thin transparent washes over detailed underdrawing on fine primed canvas. Multiple glazing layers with precise stippling and controlled brushwork. **Thematic purpose:** Spiritual contemplation through nature's sublime power, existential meditation on humanity's place in the infinite **Hallmark motifs:**
+
+- Rückenfigur (figures seen from behind) as viewer surrogates in contemplative poses
+- Atmospheric perspective with graduated tonal values dissolving into infinity
+- Gothic ruins and church spires as spiritual anchors in natural vastness
+- Dramatic sky-to-earth ratios (70% sky, 30% earth)
+- Sfumato effects in distant mountains and fog-filled valleys **Period framing:** German Romantic period 1810-1830, post-Napoleonic spiritual awakening, Lutheran mysticism **Tone Tag:** Sublime, contemplative, spiritually transcendent **Production Era Authenticity:** Early 19th century oil glazing techniques with period-appropriate pigment limitations and canvas preparation
+## 4) Technical Method & Mark-Making
+
+**Paint application:** Thin transparent washes built up in multiple glazing layers, oil-fat-over-lean technique with linseed oil medium **Color mixing:** Early period - iron-based yellows, smalt blues, lead white, earth pigments; Later period - chromium yellows, cobalt blue, cadmium accents **Texture specifications:** Smooth, precise surface achieved through controlled stippling and delicate brushwork, minimal visible impasto **Edge treatment:** Soft sfumato transitions in atmospheric areas, precise linear definition in foreground elements **Stroke economy:** Economical precise strokes following detailed underdrawing, stippling technique for translucent mist effects **Surface depth:** Multiple transparent glazes creating luminous atmospheric depth, careful tonal gradations **Detail hierarchy:** Precise detail in foreground diminishing to atmospheric suggestion in distance **Material authenticity:** Period-accurate glazing with natural pigments, avoiding modern synthetic consistency **Scale proportions:** Figures reduced to 5-10% of canvas height to emphasize sublime scale relationships **Underdrawing authority:** Detailed preliminary drawing in pencil/ink establishing architectural and landscape structure **Atmospheric technique:** Smalt stippling for translucent mist effects, graduated tonal washes for infinite depth
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Adult neutral: German Romantic period dress (1810-1830) - long coats, cloaks, simple traveling attire
+- Fabric behavior: Heavy wool and linen with period-accurate silhouettes, natural drape without synthetic sheen **Accessory caps:** Minimalist 0-1 accessories **Color palette:** Restricted to earth tones, dark blues, browns, blacks, single white accent for spiritual emphasis **Wardrobe variation:** Cycle through: dark traveling coat, monk's robe, simple dress, peasant clothing **Props:** 1 hero prop maximum: walking stick, prayer book, simple cross, landscape sketching materials **Coherence filter:** All elements support spiritual contemplation narrative, authentic to 1810-1830 German culture
+
+**YAML Props Pool:**
+
+```yaml
+spiritual: [simple_cross, prayer_book, rosary, pilgrimage_staff]
+scholarly: [sketching_pad, natural_history_book, compass, walking_stick]
+memorial: [gravestone, church_ruins, ancient_oak, abandoned_shrine]
+natural: [weathered_rock, fallen_tree, mountain_cairn, seashells]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "bright cheerful colors"
+- "busy composition", "multiple focal points", "decorative ornament"
+- "modern clothing", "contemporary elements", "visible faces in detail"
+- "dramatic lighting contrasts", "theatrical illumination", "artificial highlighting"
+
+**✅ Canvas Positives:**
+
+- "exactly 4:3 ratio", "recomposed for landscape sublime format"
+- "atmospheric graduated tones", "sfumato mist effects with stippled technique"
+- "Rückenfigur contemplative positioning", "spiritual transcendence through nature"
+- "period-accurate glazing layers", "detailed underdrawing precision", "infinite atmospheric perspective"
+## 7) Composition & Lighting Patterns
+
+**4:3 LANDSCAPE COMPOSITION REQUIREMENTS:**
+
+- Horizontal emphasis with infinite atmospheric depth
+- Sky dominance ≥70%, earthly context ≤30%
+- Sublime staging with transcendental viewing experience
+
+**FRIEDRICH-SPECIFIC COMPOSITION:**
+
+- Perspective: Atmospheric perspective with graduated tonal dissolution toward infinite horizon
+- Grid/symmetry: Subtle symmetrical balance with off-center Rückenfigur placement
+- Figure:ground 5:95 - tiny human figures emphasizing sublime scale
+- Density 15% - vast empty spaces essential for transcendental effect
+- Lighting: Soft, diffused natural light with subtle directional emphasis from horizon
+- Detail:negative space 10:90 - minimal detail serving maximum atmospheric effect
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Fine primed canvas with smooth luminous surface for glazing techniques
+- **Frame/Band:** Omit entirely - no decorative framing elements
+- **Production Context:** Oil glazing on fine canvas appropriate to German Romantic period techniques
+- **Ratio Enforcement:** Composition designed for 4:3 sublime landscape viewing with proper sky-earth proportions
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Omit text entirely - Friedrich's landscapes were pure visual spiritual experiences **Historical accuracy:** No typography - these were contemplative paintings without textual elements **Production Method:** Pure atmospheric visual communication without linguistic interference
+
+------
+
+- ### 1) Core Instruction & Likeness Mandate
+
+  
+
+  - **Identity via silhouette/gesture/expression with \*psychological dread and spectral presence\*.** (Instead of literary grandeur, focus on fear and the otherworldly).
+  - **IP Safeguard Declaration:** Keep as is, focusing on universal human psychological themes and avoiding copyrighted elements.
+  - **Face-Treatment Flag:** `engrave-hatch with skeletal-gauntness and haunted-eyes`
+  - **Pose Flag:** `gestural-fluid (contorted-agony or spectral-glide)`
+  - **Style Dominance:** Doré's theatrical literary illustration **with an emphasis on the grotesque and the supernatural** supersedes photographic realism.
+  - **Mode Selector:** Book illustration for **macabre narrative visualization or dark poetry.**
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  
+
+  - **Spatial Allocation:** *Tormented figure placement with diminishing hope, supporting grotesque elements in a suffocating arrangement.*
+  - **Background Treatment:** Fill with *suffocating cross-hatched environments, decaying architecture, or spectral mists extending to full canvas.*
+  - **Format Justification:** Keep as is.
+## 3) Style Context & Material Authenticity
+
+  
+
+  - **Influences:** *German Expressionism, Romantic horror literature (Poe, Shelley), Medieval danse macabre, Baroque dramatic composition with a focus on decay.*
+  - **Thematic purpose:** *Dramatic visualization of existential horror, spectral encounters, moral decay, and the fragility of sanity with theatrical grandeur.*
+  - **Hallmark motifs:**
+    - Monumental figure scale (keep as is, but figures could be more emaciated or distorted).
+    - Intricate cross-hatching patterns creating rich tonal gradation from pure white to deep black.
+    - *Decaying architectural grandeur with crumbling Gothic and skeletal elements.*
+    - *Atmospheric perspective achieved through line density variation, emphasizing oppressive fog or shadowy miasma.*
+    - *Theatrical chiaroscuro with a single, sickly light source or spectral glow, emphasizing deep, consuming shadows.*
+  - **Tone Tag:** *Ominous, horrifying, psychologically unsettling, grotesquely dramatic, melancholic.*
+## 4) Technical Method & Mark-Making
+
+  
+
+  - **Tonal system:** Complete grayscale range with an emphasis on *deep, suffocating blacks and stark, ghostly whites.*
+  - **Cross-hatching specifications:** Keep as is, but emphasize *dense, agitated hatching for areas of dread and decay.*
+  - **Surface simulation:** Authentic wood engraving line quality with characteristic white-on-black relief printing effects, *hinting at aged, brittle paper or crumbling stone.*
+  - **Scale proportions:** Heroic figure proportions with 120-150% naturalistic scale, *with possible anatomical distortions leaning towards the gaunt or unnaturally elongated for spectral beings.*
+  - **Atmospheric technique:** Line density variation for depth, *emphasizing suffocating fog, swirling spectral forms, or dust motes in stagnant air.*
+## 5) Wardrobe, Props & Setting Conventions
+
+  
+
+  - **Wardrobe tracks:**
+
+    - *Tattered robes, decaying aristocratic attire, burial shrouds, skeletal remains, spectral wisps with period-accurate draping.*
+    - *Fabric behavior: Heavy drapery with dramatic folds, appearing torn, decaying, or ethereal.*
+
+  - **Accessory caps:** Elaborate 3-4 accessories supporting *macabre narrative context, symbols of death or despair.*
+
+  - **Wardrobe variation:** Cycle through: *tattered black cloaks, ghostly white shrouds, ceremonial garments stained with decay, skeletal armor.*
+
+  - **Props:** 1 hero + 1 micro prop maximum: *scythe, hourglass, human skull (perhaps decaying), broken cross, rusted chains, spectral lantern, wilted flowers.*
+
+  - **Coherence filter:** All elements support *gothic horror/supernatural narrative with implied historical or folkloric authenticity.*
+
+  - **YAML Props Pool:**
+
+    
+
+    `gothic_horror: [scythe, human_skull, rusted_chains, broken_cross, spectral_lantern, withered_flowers, open_coffin, crow_perched]`
+
+    `decaying_architecture: [crumbling_archway, moss-covered_statue, shattered_stained_glass, leaning_tombstone]`
+
+    `macabre_symbols: [hourglass_nearly_empty, raven, shrouded_figure, single_candle_flickering]`
+## 6) Safety & IP Constraints (Hard Rules)
+
+  
+
+  - **❌ Canvas Negatives:** Add "cheerfulness", "harmony", "beauty", "optimistic", "cleanliness".
+  - **✅ Canvas Positives:** Add "decaying architectural grandeur", "suffocating atmospheric effects", "spectral figures", "psychological terror".
+## 7) Composition & Lighting Patterns
+
+  
+
+  - **DORÉ-SPECIFIC COMPOSITION:**
+    - **Perspective:** Theatrical staging with *claustrophobic viewpoints, looming, decaying architecture, and an unsettling sense of scale.*
+    - **Lighting:** Single dramatic light source creating strong chiaroscuro with pure white highlights, *but emphasizing deep, oppressive shadows where malevolent forces might lurk, or a sickly, greenish glow.*
+    - **Detail:negative space 80:20 - dense engraving detail with strategic white space for spectral effects or moments of stark terror.*
+  - **REQUIRED ANCHORS:**
+    - **Surface Context:** Boxwood engraving block surface translated to white paper with authentic relief printing characteristics, *but with hints of aging, staining, or the brittle texture of ancient manuscripts.*
+
+  By implementing these changes, the prompt emphasizes the chilling and macabre aspects of gothic horror through atmosphere, thematic elements, and subtle stylistic shifts, all while remaining within the technical and artistic framework of Gustave Doré's wood engraving style.
+
+------
+
+# Edward Gorey Gothic Horror Illustration Style Prompt
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** - ignore source image dimensions completely. Redraw in **Gorey's whimsical-gothic pen and ink style circa 1960-1980** for **book illustration reproduction**. Identity via silhouette/gesture/expression with **darkly whimsical unease and spectral melancholy**. **IP Safeguard Declaration:** Create original designs avoiding copyrighted elements, focusing on universal themes of existential uncertainty and darkly comic misfortune. **Face-Treatment Flag:** `pen-crosshatch` with `skeletal-minimalism and blank-stare-eyes` **Pose Flag:** `psychological-tension` (understated dread or spectral-stillness) **Canvas Control Flag:** `strict-reframe` **Style Dominance:** Gorey's **whimsical gothic illustration with emphasis on subtle menace and Victorian melancholy** supersedes photographic realism **Mode Selector:** Book illustration for **darkly whimsical narrative visualization or macabre children's literature parody**
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `3:4` (portrait format matching Gorey's book illustration proportions)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely for theatrical literary staging with unsettling undertones
+- **Spatial Allocation:** **Enigmatic figure placement with ominous negative space, supporting elements suggesting impending misfortune**
+- **Background Treatment:** Fill with **intricate cross-hatched environments suggesting decay or abandonment, extending to full canvas**
+- **Format Justification:** 3:4 ratio serves Victorian book tradition and allows proper figure-to-environment relationships essential for darkly comic narrative impact
+## 3) Style Context & Material Authenticity
+
+**Influences:** Victorian illustration tradition, **Edwardian children's literature parody, gothic literature (Poe), Medieval memento mori, darkly comic storytelling** **Medium/Production method:** India ink applied with fine pen nibs on heavy paper, creating dense cross-hatching through multiple line layers. No brush work - purely linear pen technique with varying line weights and densities. **Thematic purpose:** **Darkly whimsical visualization of existential unease, childhood's hidden perils, social commentary through macabre humor, and the inevitability of misfortune** **Hallmark motifs:**
+
+- Figures with deliberately blank or enigmatic expressions suggesting hidden knowledge
+- **Dense cross-hatching creating pools of saturated ink darkness (3-dimensional depth through line layering)**
+- Victorian/Edwardian period dress with **subtle suggestions of decay or eeriness**
+- **Intricate background patterns and architectural details with ominous undertones**
+- Strategic use of pure white space for dramatic contrast and **spectral emphasis** **Period framing:** Mid-20th century American illustration with Victorian aesthetic sensibility, literary parody tradition **Tone Tag:** **Whimsically ominous, melancholically humorous, subtly unsettling, darkly elegant** **Production Era Authenticity:** Mid-century pen and ink book illustration with precise line reproduction requirements
+## 4) Technical Method & Mark-Making
+
+**Line application:** Multiple layers of fine cross-hatching executed with India ink, varying from hair-thin feathery lines to bold structural strokes, building saturated black areas through line density **Cross-hatching specifications:** Dense layered line work - 60-120 lines per inch in shadow areas, creating 3-dimensional pools of ink saturation on paper surface **Tonal system:** Purely linear - no brush work or solid fills, complete grayscale achieved through line density variation from sparse hatching to dense cross-hatching **Edge treatment:** Precise pen line quality with deliberate line weight variation, crisp linear definition throughout **Stroke economy:** Every line serves structural or atmospheric purpose - maximum visual impact through strategic line placement **Surface simulation:** Authentic India ink saturation effects - heavy cross-hatching areas appear smaller and more concentrated than printed versions **Detail hierarchy:** Meticulous foreground detail diminishing to suggestion through line density control **Material authenticity:** India ink pen characteristics - rich blacks, precise line quality, no modern digital smoothness **Scale proportions:** Figures scaled for narrative emphasis - often diminished against elaborate backgrounds suggesting **vulnerability or isolation** **Pattern work:** Intricate textile and architectural patterns executed through systematic line work **Atmospheric technique:** Line density creating depth - saturated cross-hatching for **oppressive shadows**, sparse lines for **ethereal or spectral effects**
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Victorian/Edwardian: long coats, flowing dresses, high collars, **suggesting both elegance and confinement**
+- Children's attire: period-appropriate with **subtle suggestions of neglect or eeriness**
+- **Fabric behavior:** Heavy drapery with dramatic folds, **appearing worn or mysteriously stained** **Accessory caps:** Elaborate 2-3 accessories supporting **darkly whimsical narrative context** **Color palette:** Monochromatic - pure black ink on white paper with strategic **sepia or muted color accents** **Wardrobe variation:** Cycle through: **tattered Victorian elegance, ghostly white garments, mourning dress, children's clothing with ominous details** **Props:** 1 hero + 1 micro prop maximum: **umbrella, mysterious book, ornate key, wilted flower, antique toy, hourglass, candlestick** **Coherence filter:** All elements support **whimsical gothic narrative with implied historical authenticity and subtle menace**
+
+**YAML Props Pool:**
+
+```yaml
+whimsical_macabre: [ornate_umbrella, mysterious_tome, skeleton_key, wilted_rose]
+childhood_eeriness: [abandoned_doll, broken_toy, empty_birdcage, music_box]
+victorian_melancholy: [pocket_watch, mourning_jewelry, handkerchief, calling_card]
+subtle_omens: [black_cat, raven_feather, cracked_mirror, extinguished_candle]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "photographic realism"
+- "modern clothing", "contemporary elements", "bright cheerful colors"
+- "brush painting", "solid color fills", "digital gradients"
+- **"explicit violence", "graphic horror", "overtly frightening imagery"**
+- **"cheerfulness", "safety", "comfort", "optimistic outcomes"**
+
+**✅ Canvas Positives:**
+
+- "exactly 3:4 ratio", "recomposed for book illustration format"
+- "dense India ink cross-hatching creating saturated line pools", "authentic pen line quality"
+- **"whimsical gothic atmosphere", "subtly ominous undertones", "darkly elegant Victorian aesthetic"**
+- "precise linear technique with no brush work", **"spectral negative space effects", "melancholic narrative suggestion"**
+## 7) Composition & Lighting Patterns
+
+**3:4 PORTRAIT COMPOSITION REQUIREMENTS:**
+
+- Vertical emphasis with narrative figure dominance
+- Subject occupies 40-70% of composition height depending on narrative context
+- **Atmospheric staging emphasizing isolation or unease**
+
+**GOREY-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Theatrical staging with **claustrophobic Victorian interiors or eerily empty landscapes**
+- Grid/symmetry: Careful compositional balance with **deliberate asymmetries suggesting unease**
+- Figure:ground 50:50 - figures integrated with elaborate environmental details
+- **Density 80% - maximum intricate detail serving darkly whimsical narrative without overwhelming**
+- **Lighting:** Subtle dramatic contrasts emphasizing **spectral whites against dense black cross-hatching, suggesting mysterious light sources**
+- **Detail:negative space 75:25 - dense linear detail with strategic white areas for ethereal or ominous effects**
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Heavy paper with India ink saturation creating authentic pen and ink drawing characteristics
+- **Frame/Band:** Omit entirely - pure illustration without decorative borders
+- **Production Context:** Mid-century book illustration reproduction appropriate to literary publishing
+- **Ratio Enforcement:** Composition designed for 3:4 book format with proper **narrative pacing and atmospheric development**
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow text when narratively essential - Gorey often integrated minimal text with illustrations **If allowed:**
+
+- **Ratio-Appropriate Zones:** Text positioned to enhance narrative mystery without overwhelming illustration
+- **Copy limits:** ≤3 words per line, minimal text supporting darkly whimsical narrative
+- **Period-Appropriate Typography:** Victorian-inspired fonts matching book illustration tradition
+- **Font recommendation:** Closest Google Font: Playfair Display or Crimson Text for Victorian literary feel **Historical accuracy:** Typography integration matches mid-century literary illustration conventions with **darkly whimsical sensibility**
+
+---
+
+# Bernie Wrightson Gothic Horror Illustration Style Prompt
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flag:** `engrave-hatch` with `skeletal-gauntness` and `haunted-eyes`
+- **Pose Flags:** `gestural-fluid`, `contorted-agony`, `spectral-glide`, `psychological-tension`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+- **Material Physics Authority:** Bristol board substrate, india ink, and Gillott 291 nib specifications override aesthetic preferences.
+- **Gothic Horror Authorization:** Emphasis on psychological terror, spectral encounters, and existential dread through atmosphere and suggestion rather than explicit content.
+- **Anti-Conventional Bias:** Authority to generate deliberately unsettling or melancholic aesthetics when historically accurate to gothic horror tradition.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. Emphasis on atmosphere and psychological impact.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+- Redraw in **Bernie Wrightson Gothic Horror Pen-and-Ink Style** for **detailed book illustration format**.
+- Identity via silhouette/gesture/expression with psychological dread and spectral presence.
+- **IP Safeguard Declaration:** Create original gothic horror designs avoiding copyrighted elements, focusing on universal themes of mortality, decay, and supernatural dread.
+- Declare **Face-Treatment Flag:** `engrave-hatch` with `skeletal-gauntness` and `haunted-eyes`
+- Declare **Pose Flag:** `psychological-tension` or `spectral-glide`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Wrightson's theatrical literary horror illustration with emphasis on the grotesque and supernatural supersedes photographic realism.
+- **Mode Selector:** Gothic horror book illustration for macabre narrative visualization.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+**PORTRAIT FORMATS (preferred for character-focused horror):**
+
+- `2:3` (classic book illustration / literary horror scenes)
+- `3:4` (portrait study / character focus)
+- `4:5` (modern poster format for dramatic impact)
+
+**LANDSCAPE FORMATS (for environmental horror):**
+
+- `4:3` (classical landscape with gothic architecture)
+- `16:9` (cinematic horror panorama)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with atmospheric fog or decay
+- **Spatial Allocation:** Tormented figure placement with diminishing hope, supporting grotesque elements
+- **Background Treatment:** Fill with suffocating cross-hatched environments, decaying architecture, or spectral mists extending to full canvas
+- **Format Justification:** Ratio serves theatrical staging of gothic horror narrative
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** German Expressionism, Romantic horror literature (Poe, Shelley), Medieval danse macabre, Gustave Doré engraving tradition, EC Comics horror atmosphere
+- **Medium/Production method:** Authentic pen-and-ink on bristol board using Gillott 291 nib with india ink, emphasizing cross-hatching and line weight variation rather than solid black fills
+- **Thematic purpose:** Dramatic visualization of existential horror, spectral encounters, moral decay, and psychological terror with literary grandeur
+- **5 hallmark motifs with quantified specifications:**
+  - Monumental figure scale at 120-150% naturalistic proportions for heroic gothic presence
+  - Intricate cross-hatching patterns creating rich tonal gradation from pure white to deep black through line density variation
+  - Decaying architectural grandeur with crumbling Gothic elements and skeletal details
+  - Atmospheric perspective achieved through line density variation (3-5mm spacing for distance, 1mm for foreground)
+  - Theatrical chiaroscuro with single dramatic light source creating stark white highlights against consuming shadows
+- **Period framing:** 1970s horror comic illustration with literary classical influence
+- **Tone Tag:** Ominous, psychologically unsettling, grotesquely dramatic, melancholic, theatrically macabre
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Line quality:** Gillott 291 nib characteristics with variable pressure creating 0.2-1.5mm line weights, authentic india ink flow with slight bleeding on bristol board texture
+- **Cross-hatching specifications:** Primary hatching at 45° angles, secondary crosshatch at 135°, tertiary hatching at 90° for deepest blacks, line spacing 0.5-3mm depending on tonal value
+- **Surface simulation:** Bristol board tooth creating slight ink catch and organic line variation, no digital smoothing
+- **Edge treatment:** Confident contour lines with selective lost edges in shadow areas, emphasis on silhouette clarity
+- **Atmospheric technique:** Line density variation for depth - 80% detail density foreground, 40% middle ground, 15% background with pure white fade-outs
+- **Material simulation:** Authentic pen-and-ink characteristics with no brush work or solid black fills
+- **Scale proportions:** Heroic gothic proportions with possible anatomical elongation for spectral beings (neck elongation 120%, limb extension 110%)
+- **Detail hierarchy:** Primary subject 100% detail resolution, secondary elements 60%, atmospheric elements 30%
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Tattered Victorian/Edwardian garments, decaying aristocratic attire, burial shrouds, monastic robes with period-accurate construction showing decay and age
+- **Fabric behavior:** Heavy drapery with dramatic folds appearing torn, weathered, or ethereal with authentic textile physics
+- **Accessory caps:** Elaborate 3-4 accessories supporting gothic horror narrative context
+- **Color palette:** Pure black and white with full tonal range - no color, emphasizing dramatic contrast
+- **Wardrobe variation:** Cycle through: tattered black cloaks, ghostly white shrouds, ceremonial garments showing decay, skeletal remnants, Victorian mourning dress
+- **Props:** 1 hero + 1 micro prop maximum from gothic horror vocabulary
+- **Coherence filter:** All elements support gothic horror/supernatural narrative with implied folkloric authenticity
+
+**YAML Props Pool:**
+
+```yaml
+gothic_horror: [ornate_candelabra, human_skull_weathered, rusted_chains, broken_crucifix, spectral_lantern, withered_roses, open_tome_ancient, perched_raven]
+decaying_architecture: [crumbling_archway, moss_covered_gargoyle, shattered_stained_glass, leaning_tombstone, twisted_ironwork]
+macabre_symbols: [hourglass_sand_falling, single_candle_guttering, skeletal_hand_emerging, tattered_book_pages]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "cheerfulness", "harmony", "conventional beauty", "optimistic lighting", "cleanliness", "modern digital effects"
+- "solid black fills", "brush work", "painted textures", "color application"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "recomposed for gothic horror illustration"
+- "decaying architectural grandeur", "suffocating atmospheric cross-hatching", "spectral figure presence", "psychological terror through suggestion"
+- "authentic pen-and-ink line quality", "bristol board texture interaction", "Gillott 291 nib characteristics"
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Portrait Ratios:** Vertical emphasis with towering gothic elements, subject dominance ≥70%, hierarchical staging from foreground terror to background dissolution
+- **For Landscape Ratios:** Horizontal flow with environmental gothic context ≥50%, panoramic staging of decay and supernatural atmosphere
+
+**WRIGHTSON-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Theatrical staging with dramatic viewpoints emphasizing psychological impact, often low angles for imposing gothic presence
+- **Grid/Symmetry:** Classical composition with gothic architectural framework, balanced asymmetry creating tension
+- **Figure:ground:** 70:30 with dense cross-hatching detail contrasting strategic white space for spectral effects
+- **Density:** 85% detail saturation with selective simplification for atmospheric fade
+- **Lighting logic:** Single dramatic light source (candle, moon, fireplace) creating strong chiaroscuro with pure white highlights emphasizing form against consuming darkness
+- **Detail:negative space:** 80:20 ratio - intricate cross-hatching detail with strategic white space for moments of stark terror or spectral manifestation
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Bristol board surface characteristics with authentic pen-and-ink relief, hints of paper aging appropriate to gothic literary tradition
+- **Frame/Band Anchor:** Omit entirely - no decorative frames outside the illustration
+- **Production Context:** 1970s horror comic book illustration methods with period-appropriate line art reproduction quality
+- **Ratio Enforcement:** Composition designed specifically for declared ratio with gothic architectural elements supporting the format
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** Omit text entirely for pure visual storytelling
+- **Production Context:** Focus on illustration as standalone narrative art without typography distraction
+- **Historical accuracy:** Pure illustration format appropriate to literary horror book illustration tradition
+- **Gothic Horror Emphasis:** Visual narrative through atmospheric detail and character expression rather than textual elements
+
+---
+
+# H.R. Giger Biomechanical Surrealist Style Prompt
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flag:** `airbrush-gradient` with `biomechanical-fusion` and `technological-integration`
+- **Pose Flags:** `hieratic-formal`, `psychological-tension`, `technological-symbiosis`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+- **Material Physics Authority:** Canvas board substrate, acrylic paint, and professional airbrush specifications override aesthetic preferences.
+- **Biomechanical Authorization:** Emphasis on technological-organic fusion, architectural precision, and surrealist transformation while maintaining dignified representation.
+- **Anti-Conventional Bias:** Authority to generate deliberately unsettling technological aesthetics when appropriate to surrealist tradition.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. Emphasis on technological fusion and architectural elements.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters or modern post-processing; surface must exhibit authentic airbrush characteristics.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+- Redraw in **H.R. Giger Biomechanical Surrealist Style** for **museum gallery illustration format**.
+- Identity via silhouette/gesture/expression with technological integration and architectural precision.
+- **IP Safeguard Declaration:** Create original biomechanical designs avoiding copyrighted elements, focusing on universal themes of technological evolution and organic-mechanical fusion.
+- Declare **Face-Treatment Flag:** `airbrush-gradient` with `biomechanical-fusion`
+- Declare **Pose Flag:** `hieratic-formal` or `technological-symbiosis`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Giger's biomechanical surrealism with emphasis on technological-organic fusion supersedes photographic realism.
+- **Mode Selector:** Museum surrealist art for technological transformation visualization.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+**PORTRAIT FORMATS (preferred for biomechanical entities):**
+
+- `2:3` (surrealist painting / vertical architectural emphasis)
+- `3:4` (classical portrait with technological elements)
+- `4:5` (modern gallery format for detailed biomechanical studies)
+
+**LANDSCAPE FORMATS (for environmental biomechanical landscapes):**
+
+- `4:3` (classical landscape with technological architecture)
+- `16:9` (panoramic biomechanical environments)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with technological architecture or mechanical environments
+- **Spatial Allocation:** Central biomechanical entity placement with supporting technological framework
+- **Background Treatment:** Fill with intricate mechanical architectures, technological corridors, or biomechanical landscapes extending to full canvas
+- **Format Justification:** Ratio serves architectural precision and technological detail hierarchy
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Swiss Surrealism, Bauhaus precision, Ernst Fuchs, Salvador Dalí, architectural draftsmanship, technical illustration tradition
+- **Medium/Production method:** Professional airbrush technique on canvas board using acrylic paints, emphasizing smooth gradations and precise mechanical detail
+- **Thematic purpose:** Exploration of technological-organic fusion, architectural biomechanics, future evolution of form, and surrealist transformation
+- **5 hallmark motifs with quantified specifications:**
+  - Biomechanical fusion elements with 90% geometric precision and 10% organic flow integration
+  - Monochromatic palette with 95% grayscale range and selective metallic accent applications
+  - Architectural corridor perspectives with 3-point perspective accuracy and 2-4mm technical line precision
+  - Smooth airbrush gradations with 0.5mm edge transitions and seamless tonal modulation
+  - Technological detail density at 85% coverage with systematic hierarchical organization
+- **Period framing:** 1970s-1980s surrealist technical illustration with Swiss precision aesthetics
+- **Tone Tag:** Technological, architectural, precisely surreal, biomechanically evolved, coldly beautiful
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Airbrush technique:** Professional dual-action airbrush with 0.2-0.35mm needle creating seamless gradations, acrylic paint thinned to milk consistency with authentic paint flow characteristics and subtle application irregularities
+- **Surface preparation:** Canvas board with smooth tooth for precise airbrush application, minimal texture interference but retaining authentic canvas grain
+- **Tonal system:** Full monochromatic range with emphasis on mid-tones (40-60% gray values), strategic pure whites and deep blacks for contrast, avoiding digital perfection
+- **Edge control:** Hand-controlled airbrush edges with subtle organic variation, stencil work for geometric precision but with authentic paint bleed characteristics
+- **Material authenticity anchor:** Hand-painted surface qualities with subtle airbrush spatter, organic paint application variations, authentic canvas interaction avoiding CGI smoothness
+- **Analog imperfection anchor:** Include subtle hand-painting irregularities, authentic airbrush overspray effects, organic paint flow variations that distinguish from digital rendering
+- **Detail hierarchy:** Primary biomechanical elements 100% resolution, secondary technological components 75%, atmospheric elements 40%
+- **Material simulation:** Metallic surfaces with authentic reflectivity gradients, organic elements with subtle texture variation
+- **Atmospheric technique:** Subtle depth through tonal modulation rather than atmospheric perspective, emphasis on architectural lighting
+- **Scale proportions:** Precise architectural measurements with biomechanical elements following technical drawing conventions
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Technological integration garments, architectural clothing forms, biomechanical accessories with precise geometric construction
+- **Fabric behavior:** Synthetic materials with technological appearance, smooth surfaces reflecting airbrush technique aesthetic
+- **Accessory caps:** Minimalist 0-2 accessories focusing on technological integration elements
+- **Color palette:** Monochromatic grayscale with selective metallic accents - no color unless specifically technological (chrome, steel, titanium)
+- **Wardrobe variation:** Cycle through: technological integration suits, architectural garments, biomechanical accessories, precision-engineered details
+- **Props:** 1 hero + 1 micro prop maximum from biomechanical technological vocabulary
+- **Coherence filter:** All elements support technological-organic fusion with architectural precision
+
+**YAML Props Pool:**
+
+```yaml
+biomechanical_tech: [precision_instruments, architectural_elements, geometric_patterns, mechanical_details, technological_interfaces]
+architectural_forms: [corridor_structures, geometric_frameworks, precision_joints, modular_components, systematic_patterns]
+technological_symbols: [circuit_patterns, mechanical_interfaces, architectural_details, precision_instruments, systematic_elements]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "organic randomness", "painterly brushwork", "loose technique", "colorful palette", "rough textures"
+- "explicit content", "disturbing imagery", "violent elements", "inappropriate fusion"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "recomposed for biomechanical surrealism"
+- "technological-organic fusion", "architectural precision", "smooth airbrush gradations", "monochromatic sophistication"
+- "professional airbrush technique", "canvas board surface interaction", "Swiss precision aesthetics"
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Portrait Ratios:** Vertical emphasis with towering biomechanical architecture, subject dominance ≥70%, hierarchical technological staging
+- **For Landscape Ratios:** Horizontal flow with environmental technological context ≥50%, panoramic biomechanical landscape staging
+
+**GIGER-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Architectural precision with dramatic viewpoints emphasizing technological scale, often low angles for monumental biomechanical presence
+- **Grid/Symmetry:** Swiss precision with geometric framework, balanced symmetry creating technological order
+- **Figure:ground:** 75:25 with detailed biomechanical elements contrasting smooth gradient backgrounds
+- **Density:** 85% detail saturation with systematic technological organization
+- **Lighting logic:** Architectural lighting with cool temperature, emphasizing form through gradient modulation rather than dramatic shadows
+- **Detail:negative space:** 80:20 ratio - intricate technological detail with strategic smooth gradient areas for visual rest
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Canvas board with smooth airbrush-appropriate surface, museum gallery presentation quality
+- **Frame/Band Anchor:** Omit entirely - no decorative frames outside the artwork
+- **Production Context:** 1970s-1980s professional airbrush technique with Swiss precision standards
+- **Ratio Enforcement:** Composition designed specifically for declared ratio with architectural elements supporting the format
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** Omit text entirely for pure visual biomechanical exploration
+- **Production Context:** Focus on artwork as standalone technological-surrealist statement
+- **Historical accuracy:** Pure airbrush art format appropriate to Swiss surrealist tradition
+- **Biomechanical Emphasis:** Visual narrative through technological detail and architectural precision rather than textual elements
+
+------
+
+# Harry Clarke Gothic Horror Illustration Style Prompt
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flag:** `pen-crosshatch` with `stained-glass-lead` integration and `stippling-texture`
+- **Pose Flags:** `hieratic-formal`, `gestural-fluid`, `psychological-tension`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+- **Material Physics Authority:** Bristol board substrate, India ink, and dip pen specifications override aesthetic preferences.
+- **Stained Glass Integration:** Emphasis on lead line aesthetic, rich pattern integration, and illuminated manuscript precision while maintaining dignified representation.
+- **Anti-Conventional Bias:** Authority to generate deliberately intricate or challenging decorative aesthetics when appropriate to Art Nouveau tradition.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. Emphasis on decorative patterns and literary fantasy elements.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters or modern post-processing; surface must exhibit authentic pen-and-ink characteristics with stained glass lead line integration.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+- Redraw in **Harry Clarke Illuminated Fantasy Illustration Style** for **literary book illustration format**.
+- Identity via silhouette/gesture/expression with decorative pattern integration and stained glass precision.
+- **IP Safeguard Declaration:** Create original illuminated fantasy designs avoiding copyrighted elements, focusing on universal themes of literary fantasy and decorative arts tradition.
+- Declare **Face-Treatment Flag:** `pen-crosshatch` with `stained-glass-lead` integration
+- Declare **Pose Flag:** `hieratic-formal` or `gestural-fluid`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Clarke's stained glass-influenced book illustration aesthetic with emphasis on decorative pattern integration supersedes photographic realism.
+- **Mode Selector:** Literary fantasy book illustration for narrative visualization.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+**PORTRAIT FORMATS (preferred for literary illustrations):**
+
+- `2:3` (book illustration / literary narrative scenes)
+- `3:4` (classical portrait with decorative elements)
+- `4:5` (modern book format for detailed fantasy studies)
+
+**LANDSCAPE FORMATS (for panoramic fantasy scenes):**
+
+- `4:3` (classical landscape with decorative borders)
+- `16:9` (panoramic fantasy narrative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with intricate decorative patterns or illuminated borders
+- **Spatial Allocation:** Central narrative figures with decorative pattern framework supporting composition
+- **Background Treatment:** Fill with arabesque patterns, stained glass motifs, or solid black voids extending to full canvas
+- **Format Justification:** Ratio serves decorative precision and narrative illustration hierarchy
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Irish Arts and Crafts Movement, Art Nouveau, Art Deco, French Symbolist movement, medieval illuminated manuscripts, stained glass craftsmanship tradition
+- **Medium/Production method:** Dip pen and India ink on Bristol board, emphasizing stippling technique and lead line integration from stained glass experience
+- **Thematic purpose:** Literary fantasy visualization, decorative narrative illustration, stained glass aesthetic translation to two-dimensional format
+- **5 hallmark motifs with quantified specifications:**
+  - Elongated figures with 120-150% naturalistic proportions and pointed feet characteristic of Art Nouveau stylization
+  - Heavy black lead lines functioning as compositional framework with 2-4mm consistent width throughout
+  - Intricate stippling patterns achieving 90% detail density in decorative areas with systematic dot spacing
+  - Solid black voids comprising 40-60% of composition creating dramatic contrast against detailed stippled areas
+  - Arabesque pattern integration with spiral motifs and organic forms filling 70-85% of available decorative space
+- **Period framing:** 1910s-1920s Irish Arts and Crafts literary illustration with stained glass workshop precision
+- **Tone Tag:** Decoratively intricate, fantastically literary, symbolically rich, craftsman-precise, mysteriously beautiful
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Dip pen technique:** Flexible nib creating variable line weights from 0.5-3mm, India ink flow with authentic bristol board interaction and organic line variation
+- **Stippling specifications:** Systematic dot placement with 0.5-2mm spacing variation for tonal gradation, achieving texture through density rather than line work
+- **Lead line integration:** Heavy black contour lines mimicking stained glass lead came structure, consistent 2-4mm width creating structural framework
+- **Surface preparation:** Bristol board smooth finish allowing precise pen control while maintaining authentic paper tooth interaction
+- **Pattern density hierarchy:** Primary narrative elements 100% detail resolution, decorative patterns 90% density, background elements 60-80% depending on compositional needs
+- **Solid void management:** Strategic use of pure black areas comprising 40-60% of composition, creating dramatic negative space for pattern relief
+- **Detail hierarchy anchor:** Four-and-half day illustration completion timeline reflected in systematic pattern building and precise stippling control
+- **Stained glass translation anchor:** Two-dimensional interpretation of three-dimensional glass techniques maintaining lead line structural logic
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Art Nouveau period fantasy garments, medieval-influenced robes, decorative costume elements with stained glass pattern integration
+- **Fabric behavior:** Heavy drapery with decorative pattern integration, period-accurate construction showing Clarke's textile pattern expertise
+- **Accessory caps:** Elaborate 3-4 accessories supporting literary narrative context with stained glass decorative elements
+- **Color palette:** Monochromatic black and white with selective rich color accents (when appropriate to commission specifications)
+- **Wardrobe variation:** Cycle through: decorative robes, fantasy costumes, medieval-influenced garments, Art Nouveau styled clothing with pattern integration
+- **Props:** 1 hero + 1 micro prop maximum from literary fantasy vocabulary with stained glass decorative treatment
+- **Coherence filter:** All elements support literary fantasy narrative with Arts and Crafts authenticity
+
+**YAML Props Pool:**
+
+```yaml
+literary_fantasy: [ornate_books, decorative_vessels, fantasy_creatures, magical_implements, illuminated_scrolls, crystal_orbs, ornate_mirrors, decorative_flowers]
+stained_glass_motifs: [geometric_patterns, spiral_designs, organic_arabesques, floral_medallions, architectural_elements, religious_symbols, heraldic_devices]
+narrative_symbols: [literary_references, symbolic_objects, allegorical_elements, decorative_frames, ornamental_borders, pattern_fills]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "simple linework", "minimal decoration", "sparse composition", "modern digital effects", "photographic realism"
+- "explicit content", "disturbing imagery", "inappropriate fantasy elements", "crude execution"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "recomposed for gothic horror illustration"
+- "psychological stippling patterns", "claustrophobic lead line containment", "obsessive decorative density", "Poe literary precision"
+- "authentic dip pen technique", "bristol board surface interaction", "Edgar Allan Poe atmospheric authenticity"
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Portrait Ratios:** Vertical emphasis with elongated figures, narrative dominance ≥70%, hierarchical decorative staging
+- **For Landscape Ratios:** Horizontal flow with panoramic fantasy context ≥50%, decorative border integration
+
+**CLARKE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Literary illustration staging with dramatic viewpoints emphasizing narrative impact, often hierarchical scaling for symbolic importance
+- **Grid/Symmetry:** Arts and Crafts precision with decorative framework, balanced asymmetry creating visual rhythm through pattern integration
+- **Figure:ground:** 60:40 with detailed stippled elements contrasting solid black void areas for dramatic effect
+- **Density:** 85% detail saturation in decorative areas with systematic pattern organization reflecting stained glass workshop precision
+- **Lighting logic:** Illuminated manuscript approach with areas of pure white creating luminous effect against black voids
+- **Detail:negative space:** 70:30 ratio - intricate stippled detail with strategic solid black areas for visual rest and dramatic contrast
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Bristol board with authentic dip pen interaction, literary book illustration presentation quality
+- **Frame/Band Anchor:** Include decorative border elements when authentic to Arts and Crafts tradition (Art Nouveau frames, illuminated manuscript borders)
+- **Production Context:** 1910s-1920s literary illustration methods with stained glass workshop precision standards
+- **Ratio Enforcement:** Composition designed specifically for declared ratio with decorative elements supporting the format
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** Allow selective text integration for literary illustration authenticity
+- **If allowed:**
+  - **Ratio-Appropriate Zones:** Layout optimized for declared aspect ratio with period-appropriate typography hierarchy
+  - **Copy limits:** ≤4 words integrated into decorative framework, positioned within pattern structure
+  - **Period-Appropriate Typography:** Arts and Crafts movement lettering with stained glass workshop precision
+  - **Font recommendation:** Hand-lettered appearance integrated into decorative pattern framework
+- **Format-Specific Text Rules:**
+  - **Literary illustration mode:** Minimal text integration within decorative framework
+  - **Book illustration mode:** Caption text positioned outside main illustration area
+  - **Museum print mode:** Omit text entirely for pure visual narrative
+- **Historical accuracy:** Typography matching 1910s-1920s Irish Arts and Crafts standards with illuminated manuscript influence
+
+------
+
+# Virgil Finlay Lovecraftian Cosmic Horror Stippling Illustration Style Prompt
+
+------
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flag:** `stippling-texture` with `scratchboard-carved` integration and `lithographic-precision`
+- **Pose Flags:** `hieratic-formal`, `psychological-tension`, `gestural-fluid`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+- **Material Physics Authority:** Scratchboard substrate, India ink, and 290 lithographic pen specifications override aesthetic preferences.
+- **Weird Fiction Integration:** Emphasis on Lovecraftian cosmic horror themes, otherworldly narrative illustration, and atmospheric terror reproduction for rough wood pulp paper while maintaining dignified representation.
+- **Anti-Conventional Bias:** Authority to generate deliberately intricate or atmospherically unsettling aesthetics when appropriate to cosmic horror and weird fiction tradition.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. Emphasis on atmospheric cosmic horror and weird fiction elements.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters or modern post-processing; surface must exhibit authentic scratchboard and stippling characteristics with wood pulp reproduction considerations.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+- Redraw in **Virgil Finlay Lovecraftian Cosmic Horror Stippling Illustration Style** for **weird fiction magazine interior illustration format**.
+- Identity via silhouette/gesture/expression with stippling texture integration and scratchboard precision.
+- **IP Safeguard Declaration:** Create original Lovecraftian cosmic horror designs avoiding copyrighted elements, focusing on universal themes of cosmic dread, weird fiction atmosphere, and otherworldly terror.
+- Declare **Face-Treatment Flag:** `stippling-texture` with `scratchboard-carved` integration
+- Declare **Pose Flag:** `psychological-tension` or `hieratic-formal`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Finlay's stippling-based cosmic horror illustration aesthetic with emphasis on meticulous craftsmanship supersedes photographic realism.
+- **Mode Selector:** Weird fiction magazine interior illustration for cosmic horror narrative visualization.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+**PORTRAIT FORMATS (preferred for cosmic horror illustrations):**
+
+- `2:3` (weird fiction magazine interior / cosmic horror narrative scenes)
+- `3:4` (classical portrait with otherworldly elements)
+- `4:5` (modern magazine format for detailed character studies in cosmic dread)
+
+**LANDSCAPE FORMATS (for panoramic cosmic horror scenes):**
+
+- `4:3` (classical landscape with otherworldly environments)
+- `16:9` (panoramic cosmic horror vistas)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with stippled atmospheric effects or otherworldly environments
+- **Spatial Allocation:** Central narrative figures with supporting cosmic horror/weird fiction elements in stippling framework
+- **Background Treatment:** Fill with psychologically disturbing stippling patterns, eldritch otherworldly environments, or oppressive solid black voids extending to full canvas with wood pulp reproduction considerations for cosmic horror atmosphere that suggests humanity's cosmic insignificance
+- **Format Justification:** Ratio serves dramatic weird fiction illustration and cosmic horror layout hierarchy
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** American weird fiction tradition, H.P. Lovecraft cosmic horror aesthetic, Gothic Revival architecture, Gustave Doré engraving techniques, Pablo Picasso modernist influence, Edgar Allan Poe atmospheric terror
+- **Medium/Production method:** 290 lithographic pen with India ink on scratchboard, emphasizing stippling technique with scratchboard subtractive methods for cosmic horror visualization
+- **Thematic purpose:** Lovecraftian cosmic horror narrative visualization, weird fiction atmosphere illustration, otherworldly terror atmosphere with psychological dread storytelling
+- **5 hallmark motifs with quantified specifications:**
+  - Meticulous stippling patterns achieving 95% detail density through individual dot placement creating obsessive texture suggesting cosmic terror
+  - Scratchboard subtractive techniques creating 40-60% white line work carved from black ink surface evoking otherworldly luminosity
+  - Gothic horror proportions with 110-130% naturalistic scaling for dramatic weird fiction impact and psychological unease
+  - Cosmic/otherworldly environments with 80-90% stippled atmospheric detail density suggesting vast unknowable forces
+  - Individual dot application using lithographic pen requiring 8 hours to several days completion timeline reflecting obsessive attention to cosmic dread details
+- **Period framing:** 1930s-1950s American weird fiction magazine illustration with wood pulp paper reproduction considerations for Weird Tales and similar publications
+- **Tone Tag:** Cosmically atmospheric, meticulously crafted, psychologically unsettling, otherworldly dramatic, weird-fiction-authentically detailed
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Lithographic pen technique:** 290 lithographic pen (ultra-fine point) with India ink, individual dot application requiring pen-tip wiping after each stipple for authentic pointillist texture
+- **Scratchboard specifications:** Clay-covered board coated with black ink, white line carving using sharp blade creating 40-60% subtractive white areas
+- **Stippling density control:** Individual dots spaced 0.5-2mm apart for tonal gradation, hundreds to thousands of dots per square inch in detailed areas
+- **Surface preparation:** Scratchboard substrate allowing both additive pen work and subtractive blade work with authentic clay surface interaction
+- **Detail hierarchy anchor:** Primary narrative elements 100% stippling resolution, secondary elements 80% density, atmospheric elements 60% with systematic dot spacing reduction
+- **Reproduction compatibility anchor:** Technique optimized for wood pulp paper reproduction maintaining detail clarity at Weird Tales magazine scale
+- **Time investment anchor:** Eight hours to several days per illustration timeline reflected in meticulous stippling density and scratchboard precision
+- **Tool specificity anchor:** 290 lithographic pen point so fine that most artists cannot use it, requiring months of searching for properly flowing pens
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** 1930s-1950s period occult investigator clothing, scholarly academic attire, weird fiction character garments with cosmic horror aesthetic and period authenticity
+- **Fabric behavior:** Period-accurate construction showing Finlay's attention to textile rendering through stippling technique with emphasis on scholarly and occult themes, fabric showing signs of tension or distress (wrinkled from clutching forbidden knowledge, disheveled from cosmic revelations)
+- **Accessory caps:** Elaborate 3-4 accessories supporting cosmic horror/weird fiction narrative context with occult or scholarly elements
+- **Color palette:** Monochromatic black and white with full tonal range achieved through stippling density variation
+- **Wardrobe variation:** Cycle through: occult investigator clothing, weird fiction academic attire, mysterious scholarly robes, period horror clothing with stippled detail integration
+- **Props:** 1 hero + 1 micro prop maximum from cosmic horror/weird fiction vocabulary with scratchboard treatment
+- **Coherence filter:** All elements support Lovecraftian cosmic horror narrative with period authenticity
+
+**YAML Props Pool:**
+
+```yaml
+cosmic_horror: [ancient_tomes, occult_instruments, mysterious_artifacts, otherworldly_geometries, cosmic_symbols, ritual_implements, archaeological_discoveries, forbidden_knowledge]
+gothic_atmosphere: [candelabras, ornate_mirrors, architectural_details, mysterious_doorways, shadowed_alcoves, weathered_statuary, ancient_manuscripts, spectral_elements]
+weird_fiction: [scientific_instruments_archaic, occult_research_tools, mysterious_specimens, unexplained_phenomena, atmospheric_effects, psychological_manifestations, reality_distortions]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "simple linework", "minimal detail", "sparse composition", "modern digital effects", "photographic realism"
+- "inappropriate horror elements", "crude execution", "hasty stippling", "inadequate atmospheric dread"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "recomposed for cosmic horror illustration"
+- "obsessive stippling patterns", "scratchboard otherworldly precision", "lithographic pen authenticity", "cosmic horror atmosphere precision"
+- "authentic 290 lithographic pen technique", "scratchboard surface interaction", "wood pulp reproduction optimization"
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Portrait Ratios:** Vertical emphasis with otherworldly figures, narrative dominance ≥70%, hierarchical stippling staging
+- **For Landscape Ratios:** Horizontal flow with cosmic horror environmental context ≥50%, otherworldly atmosphere integration
+
+**FINLAY-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Weird fiction illustration staging with dramatic viewpoints emphasizing cosmic dread, often imposing scales suggesting humanity's insignificance in cosmic horror scenarios
+- **Grid/Symmetry:** Cosmic horror precision with stippling framework, balanced composition creating visual rhythm through dot density variation
+- **Figure:ground:** 60:40 with detailed stippled elements contrasting scratchboard carved areas for dramatic effect
+- **Density:** 95% detail saturation in primary areas with systematic stippling organization reflecting 8-hour to multi-day completion timeline
+- **Lighting logic:** Dramatic weird fiction lighting with areas of pure white scratchboard creating luminous effect against stippled areas
+- **Detail:negative space:** 80:20 ratio - intricate stippled detail with strategic scratchboard white areas for visual rest and dramatic contrast
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Scratchboard with authentic lithographic pen interaction, weird fiction magazine illustration presentation quality
+- **Frame/Band Anchor:** Omit entirely - focus on illustration content without decorative borders
+- **Production Context:** 1930s-1950s weird fiction magazine interior illustration methods with wood pulp paper reproduction standards
+- **Ratio Enforcement:** Composition designed specifically for declared ratio with stippling elements supporting the format
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** Omit text entirely for pure visual narrative storytelling
+- **Production Context:** Focus on illustration as standalone weird fiction magazine interior art
+- **Historical accuracy:** Pure illustration format appropriate to weird fiction magazine interior illustration tradition
+- **Cosmic Horror Emphasis:** Visual narrative through stippling detail and scratchboard precision rather than textual elements
+
+------
+
diff --git a/styles-source/archive/manga_analysis.md b/styles-source/archive/manga_analysis.md
new file mode 100644
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+# Manga - Style Analysis
+
+# Katsuhiro Otomo Manga
+
+**Version:** 4.2
+ **Specificity:** Cyberpunk/Dystopian Manga (1982-1990 Production Era)
+ **Visual Evidence Base:** 18 reference images analyzed
+ **Purpose:** Authentic replication of Otomo's signature 1980s manga aesthetic with period-accurate production methods
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source dimensions; compose for manga cover format 2:3 ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications ("40% feature compression", "8-12% nose width") override descriptive language ("compressed", "small nose")
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** Otomo-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate deliberately uncomfortable or challenging aesthetics when historically accurate
+- **Evidence-Based Precedence:** All specifications derived from visual analysis of authentic Otomo covers and pages
+- **Production Era Lock:** 1982-1990 manga techniques only - screentone dots 60-85 LPI, no digital effects
+- **Otomo-Specific Flags:**
+  - *Face Treatment:* `compressed-features-mandatory`, `button-nose-uniform`, `open-eye-corners`, `large-forehead-40-percent`, `center-feature-clustering`
+  - *Background Style:* `metabolist-architecture`, `technical-debris-field`, `massive-scale-structures`, `post-apocalyptic-urban`
+  - *Production Method:* `authentic-screentone-dots`, `1980s-manga-printing`, `halftone-60-85-LPI`, `mechanical-precision-linework`
+  - *Color Approach:* `single-hue-dominance`, `high-contrast-80-20`, `dystopian-palette-primary`
+  - *Pose Anchors:* `power-stance-dominance`, `technical-object-interaction`, `ceremonial-positioning`, `scale-contrast-emphasis`
+- **Canvas Control Flags:** `strict-reframe` (mandatory for manga format)
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique:** Viewing distance requirements affect brushwork precision and detail hierarchy
+- **Cultural Production Authenticity:** Japanese manga methods take precedence over modern interpretations
+- **Quantifiers authoritative:** numeric anchors are targets
+- **Text policy:** Only render text if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; original character design avoiding copyrighted Akira elements
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral
+- **Gender expression:** Respect presented
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic screentone characteristics
+- **Period Production Authenticity:** For 1980s manga style, use period-appropriate printing methods, paper quality, and screentone limitations - avoid modern digital perfection
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.)
+- **Silent validation:** Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 manga cover ratio** - ignore source image dimensions completely
+- Redraw in **Katsuhiro Otomo 1980s Cyberpunk Manga Style** for **clean manga cover print**
+- Identity via compressed facial features, button nose, large forehead silhouette
+- **IP Safeguard Declaration:** Original character avoiding Akira copyrighted elements, maintaining authentic Otomo aesthetic
+- **Face-Treatment Flag:** `compressed-features-mandatory`
+- **Pose Flag:** `power-stance-dominance`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Otomo's dystopian realism dominates all other considerations
+- **Mode:** Manga cover art (clean print, no masthead)
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `2:3` (manga cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with character dominance
+- **Spatial Allocation:** Subject placement center-dominant 65-80% frame occupation
+- **Background Treatment:** Metabolist architecture or technical debris field extending to edges
+- **Format Justification:** 2:3 ratio serves manga cover format with character prominence and architectural detail capacity
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Post-war Japanese Metabolist architecture, Western cyberpunk literature, nuclear anxiety themes
+- **Medium:** Traditional manga production - dip pen and Indian ink on professional manga paper with screentone application
+- **Thematic Purpose:** Dystopian urban anxiety, technological power structures, post-apocalyptic society
+- **Quantified Hallmark Motifs:**
+  1. Compressed facial features (central 40% face height clustering)
+  2. Uniform button noses (8-12% face width)
+  3. Metabolist architectural backgrounds (200-400% character scale)
+  4. Technical debris fields (40-60% background density)
+  5. Single hue color dominance (70-85% coverage)
+- **Period Framing:** 1982-1990 Japanese manga production methods
+- **Tone Tag:** Dystopian-technological-anxiety
+- **Production Era Authenticity:** Analog screentone techniques, mechanical dot patterns, photographic reduction from B4 to publication format
+
+------
+
+### 4) Technical Execution (Quantified Specifications)
+
+- **Line Quality:** Clean mechanical precision, 0.3mm base weight, 0.8mm emphasis strokes, architectural drafting influence
+- **Facial Construction:** Compressed feature positioning - eyes/nose/mouth in central 40% face height, forehead 35-40% total height
+- **Button Nose Specification:** Uniform tiny shape 8-12% face width across all characters
+- **Eye Treatment:** Open corners (no closed eyelid meeting), minimal line economy, subtle hatching under socket
+- **Screentone Application:** Authentic dot patterns 60-85 LPI, halftone gradients 20-80% black in 10% intervals
+- **Background Detail Hierarchy:** Extreme technical precision in architectural elements, intricate mechanical debris rendering
+- **Scale Hierarchy Anchor:** Massive architecture 200-400% character height, character figure dominance 65-80% frame
+- **Material Authenticity:** Traditional dip pen texture, Indian ink opacity, professional manga paper interaction
+- **Production Method Anchor:** B4 original format reduced to publication size, screentone moiré potential, scanning threshold considerations
+- **Pose Specification:** Power stance variations, technical object interaction, ceremonial positioning with scale contrast
+
+------
+
+### 5) Fashion & Attire - Cyberpunk Urban Matrix
+
+- **Wardrobe Categories:** Post-apocalyptic urban (leather jackets, technical gear), ceremonial power (formal/military styling), street youth (casual 1980s Japanese)
+
+- **Fabric Behavior:** Heavy leather drape, technical material stiffness, period-accurate 1980s styling
+
+- **Color Coordination:** Support single dominant hue system - if red dominant, incorporate red leather/fabric elements
+
+- **Accessory Cap:** Minimalist 0-2 items maximum - technical gear (goggles, comm devices) or power symbols (insignia)
+
+- **Props:** 1 hero prop maximum - motorcycle/technical vehicle OR ceremonial object, total ≤1 for clean composition
+
+- **Coherence Filter:** All elements support cyberpunk-dystopian theme, fallback to clean scene
+
+- **YAML Prop Pools:**
+
+  ```yaml
+  technical_props: [motorcycle, communication_device, weapon, technical_apparatus]power_props: [throne, ceremonial_staff, authority_symbol]urban_props: [debris_fragment, architectural_element]
+  ```
+
+------
+
+### 6) Constraints
+
+- **Canvas Negatives (Evidence-Based Anti-Patterns):**
+  - "original aspect ratio", "source dimensions", "varied nose shapes"
+  - "closed eye corners", "multiple color dominance", "soft organic backgrounds"
+  - "digital screentone simulation", "modern post-processing", "decorative frames"
+  - "gentle features", "harmonious composition", "pleasant aesthetics"
+- **Canvas Positives (Mandatory Elements):**
+  - "exactly 2:3 manga cover ratio", "compressed facial features central 40%"
+  - "uniform button nose 8-12% width", "open eye corners", "single hue dominance 70-85%"
+  - "Metabolist architecture background", "technical debris field", "mechanical precision linework"
+  - "authentic screentone dots 60-85 LPI", "power stance dominance", "dystopian urban anxiety"
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Portrait):**
+
+- Vertical emphasis with character dominance ≥65%
+- Hierarchical staging: Character > Architecture > Debris > Detail
+- Format-specific layout: Manga cover reading pattern consideration
+
+**OTOMO-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Cinematic framing with wide-shot architectural establishment
+- **Figure:Ground Ratio:** 65-80% character dominance, 35-20% background context
+- **Density Specification:** High architectural detail 40-60% background area
+- **Lighting Logic:** High contrast single-source creating dramatic shadows
+- **Metabolist Architecture Anchor:** Massive ultra-modern structures conveying environmental oppression
+- **Technical Debris Field:** Mechanical remnants 40-60% density supporting post-apocalyptic theme
+- **Scale Contrast Anchor:** Architecture 200-400% character height emphasizing dystopian overwhelm
+
+**REQUIRED COMPOSITION ANCHORS:**
+
+- **Surface Context:** Manga page/cover paper surface, no external framing
+- **Production Context:** 1980s manga printing with characteristic dot patterns
+- **Ratio Enforcement:** Composition designed specifically for 2:3 format, not adapted
+
+------
+
+### 8) Typography & Text Integration
+
+- **Text Policy:** OMIT entirely for clean art print
+- **If Text Required:** Period-appropriate manga typography with authentic production limitations
+- **Historical Accuracy:** 1980s Japanese typesetting methods with registration drift characteristics
+
+------
+
+## Evidence-Based Validation Requirements
+
+**MANDATORY AUTHENTICITY CHECKS:**
+
+- ✅ Facial compression: Central 40% feature clustering
+- ✅ Button nose uniformity: 8-12% face width specification
+- ✅ Open eye corners: No closed eyelid meetings
+- ✅ Single hue dominance: 70-85% color coverage
+- ✅ 2:3 ratio enforcement with manga cover composition
+- ✅ Metabolist architecture or technical debris background
+- ✅ Authentic screentone patterns (not digital simulation)
+- ✅ Character dominance 65-80% frame occupation
+- ✅ Power stance or ceremonial positioning
+- ✅ Production era consistency (1982-1990 methods)
+
+**ANTI-PATTERN VERIFICATION:**
+
+- ❌ No closed eye corners (contradicts 100% open corner evidence)
+- ❌ No varied nose shapes (contradicts uniform button nose data)
+- ❌ No multiple color dominance (contradicts single hue evidence)
+- ❌ No digital effects (contradicts analog production era)
+- ❌ No decorative frames (contradicts clean manga page evidence)
+
+**TECHNICAL PRECISION ANCHORS:**
+
+- Line weights: 0.3mm base, 0.8mm emphasis
+- Screentone: 60-85 LPI authentic dot patterns
+- Color ratios: 80% pure hue, 20% neutral contrast
+- Scale measurements: Architecture 200-400% character height
+
+This framework ensures authentic Katsuhiro Otomo manga style replication based on comprehensive visual evidence analysis while maintaining the enhanced Universal Framework v4.2 structure and precision requirements.
+
+---
+
+# Rumiko Takahashi Manga
+
+**Version:** 4.2
+ **Specificity:** Shōnen/Romantic Comedy Manga (1978-1990s Production Era)
+ **Visual Evidence Base:** 12 reference images analyzed
+ **Purpose:** Authentic replication of Takahashi's signature romantic-comedy manga aesthetic with period-accurate production methods
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source dimensions; compose for manga cover format (2:3 or 4:5 ratio)
+- **Style over likeness:** Apply Takahashi's techniques to preserve model identity via silhouette/gesture/expression
+- **Technical Measurement Authority:** Quantitative specifications ("15-20% eye height", "120-150% hair volume") override descriptive language ("large eyes", "voluminous hair")
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** Takahashi-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate deliberately exaggerated or comedic aesthetics when historically accurate
+- **Evidence-Based Precedence:** All specifications derived from visual analysis of authentic Takahashi covers and pages
+- **Production Era Lock:** 1978-1990s manga techniques - minimal screentone, clean line emphasis, romantic color palettes
+- **Takahashi-Specific Flags:**
+  - *Face Treatment:* `large-eyes-mandatory`, `soft-curved-features`, `expressive-eyebrows`, `romantic-proportions`, `gentle-line-quality`
+  - *Style Context:* `takahashi-aesthetic`, `watercolor-technique`, `clean-line-emphasis`, `emotional-expression-priority`
+  - *Color Approach:* `watercolor-technique-primary`, `paper-texture-visible`, `organic-bleeding-edges`, `atmospheric-wash-backgrounds`, `color-saturation-variation`
+  - *Production Method:* `minimal-screentone`, `clean-areas`, `motion-lines`, `authentic-1980s-methods`
+  - *Pose Anchors:* `dynamic-gestures`, `energetic-movement`, `expressive-positioning`
+- **Canvas Control Flags:** `strict-reframe` (mandatory for manga format)
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique:** Viewing distance requirements affect detail hierarchy and emotional impact
+- **Cultural Production Authenticity:** Japanese shōnen manga methods take precedence over modern interpretations
+- **Quantifiers authoritative:** numeric anchors are targets
+- **Text policy:** Only render text if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; original character design avoiding copyrighted elements
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral
+- **Gender expression:** Respect presented (female prominence is thematic tendency, not override)
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic watercolor-on-paper characteristics with visible texture and organic bleeding
+- **Period Production Authenticity:** For 1980s manga style, use period-appropriate watercolor techniques with natural paper texture - avoid modern digital gradient perfection and flat color fills
+- **Watercolor Authority:** Traditional watercolor bleeding and paper texture supersedes digital smoothness; authentic hand-painted characteristics required
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Failure Mode Flags:** Avoid genre drift defaults (moe autopilot, digital painting smoothing, etc.)
+- **Silent validation:** Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 or 4:5 manga cover ratio** - ignore source image dimensions completely
+- Redraw in **Rumiko Takahashi 1980s Romantic-Comedy Manga Style** for **clean manga cover print**
+- Identity via soft facial features, large expressive eyes, dynamic gesture language
+- **IP Safeguard Declaration:** Original character avoiding copyrighted elements from Urusei Yatsura/Inuyasha/Ranma, maintaining authentic Takahashi aesthetic
+- **Face-Treatment Flag:** `large-eyes-mandatory`
+- **Pose Flag:** `dynamic-gestures`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Takahashi's romantic-comedy aesthetic dominates all other considerations
+- **Mode:** Manga cover art (clean print, no masthead)
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO OPTIONS:**
+
+- `2:3` (standard manga cover)
+- `4:5` (modern manga/poster format)
+- `4:3` (landscape for ensemble group shots)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe preserving model identity within Takahashi aesthetic
+- **Spatial Allocation:** Single character 60-80% frame occupation, adapt for user-specified character count
+- **Background Treatment:** Gender-adaptive atmospheric contexts - romantic pastel washes with decorative elements (stars, flowers) for female characters, environmental/natural settings with muted atmospheric effects for male characters
+- **Format Justification:** Ratio selection serves character interaction display and romantic-comedy storytelling needs
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Shōnen manga traditions, romantic comedy genre conventions, Japanese pop culture of the 1980s
+- **Medium:** Traditional manga production - clean pen linework with minimal screentone, emphasis on character expression and dynamics
+- **Thematic Purpose:** Character-driven storytelling with comedy and emotional depth, gender-appropriate contexts and scenarios
+- **Quantified Hallmark Motifs:**
+  1. Large expressive eyes (15-20% face height, 25-30% face width per eye)
+  2. Voluminous detailed hair (120-150% head circumference mass)
+  3. Soft curved features (85% curved lines, 15% angular)
+  4. Dynamic character poses (80% active gestures/movement)
+  5. Romantic decorative elements (florals, stars, patterns in 50-60% compositions)
+- **Period Framing:** 1978-1990s Japanese shōnen manga production era
+- **Tone Tag:** Romantic-comedy-energetic
+- **Production Era Authenticity:** Clean line techniques, minimal screentone usage, emphasis on character expression over technical detail
+
+------
+
+### 4) Technical Execution (Quantified Specifications)
+
+- **Line Quality:** Clean confident strokes, 0.5mm primary weight, 0.3mm detail work, soft curve emphasis
+- **Eye Construction:** Oversized proportions 15-20% face height, 25-30% face width per eye, highly expressive with detailed highlights
+- **Hair Rendering:** Voluminous mass 120-150% head circumference, detailed strand work, dynamic flow patterns
+- **Feature Softness:** 85% curved line construction, minimal angular elements, gentle transitions
+- **Eyebrow Expression:** Thick mobile brows 8-12% of eye height, primary emotion indicators
+- **Screentone Application:** Minimal usage 10-20% coverage, clean area preference 60-70% white space
+- **Motion Representation:** Speed lines in 70% action scenes, impact effects, reaction bursts
+- **Color Palette Execution:** Gender-adaptive watercolor technique - romantic pastels (pink, lavender, mint) for female characters, earth tones (brown, tan, orange) and muted primaries for male characters, with paper texture visibility and organic bleeding edges in all cases
+- **Background Treatment:** 70-80% single tone washes or gradients, romantic element integration
+- **Scale Hierarchy Anchor:** Character expression dominance over environmental detail, emotional impact prioritized
+- **Material Authenticity:** Traditional pen and ink techniques with clean paper interaction
+- **Production Method Anchor:** 1980s manga printing with characteristic clean reproduction
+- **Pose Specification:** Dynamic gestures, comedic reactions, romantic positioning, group interaction emphasis
+
+------
+
+### 5) Fashion & Attire - Romantic-Comedy Matrix
+
+- **Wardrobe Categories:** School uniforms (sailor suits, blazers), casual 1980s fashion, traditional Japanese clothing, fantasy/period costumes
+
+- **Fabric Behavior:** Clean rendering with minimal fold detail, emphasis on silhouette and character recognition
+
+- **Color Coordination:** Support pastel palette system with romantic color combinations
+
+- **Accessory Cap:** Minimalist 0-2 items - hair ornaments, simple jewelry, character-defining props
+
+- **Props:** 1 hero prop maximum contextually appropriate to character gender and scenario, total ≤1 for clean composition
+
+- **Coherence Filter:** All elements support character context and gender-appropriate activities, fallback to clean scene
+
+- **YAML Prop Pools (Gender-Specific):**
+
+  ```yaml
+  female_props: [flowers, love_letters, heart_symbols, cherry_blossoms, school_supplies, magical_items]male_props: [sports_equipment, martial_arts_weapons, books, adventure_gear, athletic_items, tools]neutral_props: [everyday_objects, food_items, simple_accessories]
+  ```
+
+------
+
+### 6) Constraints
+
+- **Canvas Negatives (Evidence-Based Anti-Patterns):**
+  - "small eyes", "angular features", "static poses", "monochromatic palette"
+  - "heavy screentone usage", "complex backgrounds", "any text inclusion"
+  - "speech bubbles", "Japanese characters", "written elements"
+  - "realistic proportions", "subdued colors", "gender conversion", "character count changes"
+- **Canvas Positives (Mandatory Elements):**
+  - "exactly 2:3 or 4:5 manga ratio", "large expressive eyes 15-20% face height"
+  - "soft curved features 85%", "dynamic character poses", "watercolor technique dominance"
+  - "model identity preservation", "user specification adherence", "clean minimal screentone"
+  - "voluminous hair 120-150% head mass", "authentic 1980s manga methods"
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For Portrait Ratios (2:3, 4:5):** Character dominance with romantic/comedic focus
+- **For Landscape Ratios (4:3):** Ensemble staging with relationship dynamics
+- **Format-specific layout:** Manga cover reading patterns with emotional impact priority
+
+**TAKAHASHI-SPECIFIC COMPOSITION:**
+
+- **Single Character Priority:** Default to single character matching user input; preserve model gender and identity
+- **Character Count Adherence:** Generate exactly the number of characters specified or implied by user input
+- **Figure:Ground Ratio:** 60-80% for single character, adapt proportionally for user-specified character count
+- **Dynamic Posing:** Individual character energy through active gestures and expressive positioning
+- **Background Context:** Atmospheric watercolor backgrounds supporting character without overwhelming
+- **Style Application:** Apply Takahashi's aesthetic techniques TO the specified character(s), not override character specifications
+
+**TAKAHASHI STYLE CONTEXT (Historical Reference Only):**
+
+- *Note: Takahashi often drew ensemble casts and romantic scenarios, but generation must follow user specifications*
+- *Decorative Elements:* Include romantic elements (stars, flowers, patterns) for female characters, environmental elements for male characters
+- *Emotional Range:* Comedy, romance, drama as suits the specified character and scenario
+- *Character Context:* Female characters often in romantic/school settings, male characters in sports/adventure/martial arts contexts
+- *Color Adaptation:* Romantic pastels for female subjects, earth tones and muted primaries for male subjects
+
+**REQUIRED COMPOSITION ANCHORS:**
+
+- **Model Preservation:** Maintain core identity characteristics of source model while applying Takahashi aesthetic
+- **User Specification Priority:** Character count, gender, and basic characteristics follow user input exactly
+- **Surface Context:** Clean manga page/cover surface with watercolor atmosphere
+- **Production Context:** 1980s manga printing with authentic watercolor characteristics
+- **Ratio Enforcement:** Composition designed specifically for declared ratio optimized for specified character count
+
+------
+
+### 8) Typography & Text Integration
+
+- **Text Policy:** ABSOLUTELY OMIT all text, speech bubbles, Japanese characters, and written elements for clean art print
+- **No Exceptions:** Zero tolerance for text inclusion regardless of source material showing text
+- **Clean Art Focus:** Pure visual artwork without any textual contamination
+
+------
+
+## Evidence-Based Validation Requirements
+
+**MANDATORY AUTHENTICITY CHECKS:**
+
+- ✅ Large expressive eyes: 15-20% face height specification
+- ✅ Soft curved features: 85% curved line construction
+- ✅ Voluminous hair: 120-150% head circumference mass
+- ✅ Dynamic posing: 80% active gesture requirement
+- ✅ Gender-adaptive color treatment: Pastels for female characters, earth tones for male characters
+- ✅ Model identity preservation: Maintain source characteristics within Takahashi style
+- ✅ Gender-appropriate backgrounds: Romantic elements for female, environmental for male
+- ✅ User specification adherence: Character count, gender, and context respect
+- ✅ Watercolor technique: Paper texture visibility and organic bleeding
+- ✅ Production era consistency: 1980s manga methods
+
+**ANTI-PATTERN VERIFICATION:**
+
+- ❌ No small eyes (contradicts 100% large eye evidence)
+- ❌ No angular features (contradicts soft curve preference)
+- ❌ No static poses (contradicts 'constant activity' description)
+- ❌ No heavy screentone (contradicts clean area evidence)
+- ❌ No universal romantic treatment (contradicts gender-specific approach)
+- ❌ No gender-inappropriate backgrounds (contradicts context adaptation)
+
+**TECHNICAL PRECISION ANCHORS:**
+
+- Eye proportions: 15-20% face height, 25-30% face width per eye
+- Hair volume: 120-150% head circumference mass
+- Line weights: 0.5mm primary, 0.3mm detail
+- Color adaptation: Gender-specific palettes (pastels vs. earth tones)
+- Character activity: 80% dynamic poses minimum
+
+This framework ensures authentic Rumiko Takahashi manga style replication based on comprehensive visual evidence analysis, emphasizing her distinctive romantic-comedy aesthetic, character-driven storytelling, and clean production techniques while maintaining the enhanced Universal Framework v4.2 structure and precision requirements.
+
+------
+
+# Kamome Shirahama Manga
+
+**Version:** 4.2
+ **Specificity:** European-Influenced Fantasy Manga (2010s-Present Production Era)
+ **Visual Evidence Base:** 20 reference images analyzed
+ **Purpose:** Authentic replication of Shirahama's signature European illustration-manga hybrid aesthetic with period-accurate production methods
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source dimensions; compose for manga cover format (2:3 or 4:5 ratio)
+- **Style over likeness:** Apply Shirahama's techniques to preserve model identity via silhouette/gesture/expression
+- **Technical Measurement Authority:** Quantitative specifications ("contour hatching density", "Art Nouveau geometric ratios") override descriptive language ("detailed linework", "decorative framing")
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** Shirahama-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate deliberately complex or ornate aesthetics when historically accurate
+- **Evidence-Based Precedence:** All specifications derived from visual analysis of authentic Shirahama covers and pages
+- **Production Era Lock:** 2010s-present European-manga hybrid techniques - contour hatching emphasis, no screentones, printmaking emulation
+- **Shirahama-Specific Flags:**
+  - *Line Treatment:* `contour-hatching-primary`, `organic-pen-pressure`, `engraving-texture-emulation`, `hand-drawn-authenticity`, `meticulous-line-control`
+  - *Style Context:* `european-manga-hybrid`, `art-nouveau-influence`, `printmaking-aesthetic`, `fantasy-medieval-setting`
+  - *Composition Approach:* `decorative-geometric-framing`, `integrated-panel-breaking`, `ornamental-border-elements`, `complex-spatial-layering`
+  - *Production Method:* `no-screentones-mandatory`, `pure-linework-shading`, `copperplate-engraving-emulation`, `traditional-ink-application`
+  - *Character Design:* `european-fantasy-proportions`, `realistic-anatomy`, `detailed-costume-work`, `medieval-renaissance-styling`
+- **Canvas Control Flags:** `strict-reframe` (mandatory for manga format)
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique:** Viewing distance requirements affect hatching density and detail hierarchy
+- **Cultural Production Authenticity:** European illustration traditions adapted to manga format take precedence over pure Japanese methods
+- **Quantifiers authoritative:** numeric anchors are targets
+- **Text policy:** Only render text if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; original character design avoiding copyrighted elements
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral
+- **Gender expression:** Respect presented identity within European fantasy context
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic ink-on-paper characteristics with visible pen pressure variation
+- **Period Production Authenticity:** For European-manga hybrid style, use period-appropriate printmaking techniques with hand-drawn line quality - avoid modern digital vector perfection
+- **Printmaking Authority:** Traditional copperplate engraving and lithographic texture supersedes digital smoothness; authentic hand-inked characteristics required
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits except period-appropriate decorative elements
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, digital screentone automation, vector line perfection, etc.)
+- **Silent validation:** Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 or 4:5 manga cover ratio** - ignore source image dimensions completely
+- Redraw in **Kamome Shirahama European-Fantasy Manga Style** for **clean manga cover print**
+- Identity via realistic facial features, detailed costume work, European fantasy aesthetic language
+- **IP Safeguard Declaration:** Original character avoiding copyrighted elements from Witch Hat Atelier/other works, maintaining authentic Shirahama aesthetic
+- **Line-Treatment Flag:** `contour-hatching-primary`
+- **Character Design Flag:** `european-fantasy-proportions`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Shirahama's European illustration-manga hybrid dominates all other considerations
+- **Mode:** Manga cover art (clean print, no masthead)
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO OPTIONS:**
+
+- `2:3` (standard manga cover)
+- `4:5` (modern manga/poster format)
+- `1:1` (square format for decorative compositions)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe preserving model identity within Shirahama's European fantasy aesthetic
+- **Spatial Allocation:** Single character 60-80% frame occupation with decorative geometric framing elements
+- **Background Treatment:** Detailed architectural or natural environments rendered through pure linework with medieval/Renaissance European influence
+- **Format Justification:** Ratio selection serves detailed illustration display and European fantasy storytelling needs
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Art Nouveau (Mucha, Klimt), European printmaking traditions, Moebius, François Schuiten & Benoît Peeters, medieval illuminated manuscripts
+- **Medium:** Traditional manga production adapted with European illustration techniques - pure ink linework with contour hatching, emphasis on printmaking aesthetic over screentone usage
+- **Thematic Purpose:** European fantasy storytelling, magical realism, detailed world-building through visual craftsmanship, costume and architectural authenticity
+- **Quantified Hallmark Motifs:**
+  1. Contour hatching for all volume and shading (100% of tonal work achieved through linework)
+  2. Art Nouveau decorative framing (geometric patterns, ornamental borders)
+  3. Medieval/Renaissance costume detailing (intricate patterns, flowing fabric rendering)
+  4. Architectural precision (stone textures, wood grain, Gothic/Romanesque elements)
+  5. Organic line pressure variation (visible pen stroke authenticity, hand-drawn quality)
+- **Period Framing:** 2010s-present European-influenced manga hybrid production era
+- **Tone Tag:** European-fantasy-meticulous
+- **Production Era Authenticity:** Pure linework techniques, printmaking emulation, traditional ink application methods
+
+------
+
+### 4) Technical Execution (Quantified Specifications)
+
+- **Line Quality:** Organic ink strokes with visible pen pressure variation, 0.5mm base weight, 0.3mm fine detail, contour hatching primary shading method
+- **Hatching Technique:** Contour hatching follows form topology, line density 60-80% coverage for mid-tones, 90%+ for deep shadows, crosshatching for complex volumes
+- **Character Proportions:** Realistic European fantasy proportions, anatomically grounded with slight idealization, detailed facial structure without manga exaggeration
+- **Costume Rendering:** Medieval/Renaissance accuracy with intricate pattern work, fabric drape physics, detailed textile simulation through linework
+- **Architectural Detail:** Stone texture through crosshatching, wood grain linear patterns, Gothic architectural precision, environmental authenticity
+- **No Screentone Application:** Zero tolerance for digital screentones, all tonal variation achieved through line density and hatching patterns
+- **Decorative Elements:** Art Nouveau geometric borders, ornamental framing integration, diamond-shaped panel motifs, complex spatial layering
+- **Material Authenticity:** Traditional ink-on-paper interaction, copperplate engraving texture emulation, printmaking aesthetic preservation
+- **Background Integration:** Equal detail treatment for all elements, environments rendered with same precision as characters
+- **Production Method Anchor:** European printmaking tradition adapted to manga format with authentic hand-drawn characteristics
+
+------
+
+### 5) Fashion & Attire - European Fantasy Matrix
+
+- **Wardrobe Categories:** Medieval robes and cloaks, Renaissance academic wear, witch/wizard costumes, European period clothing, fantasy adventure gear
+
+- **Fabric Behavior:** Detailed drape physics rendering through linework, textile pattern accuracy, flowing fabric dynamics, period-appropriate construction
+
+- **Accessory Integration:** Magical implements, medieval tools, European period accessories, fantasy elements grounded in historical accuracy
+
+- **Props:** 1 hero prop maximum - magical staffs, books, medieval tools, fantasy items with European design influence, total ≤1 for composition clarity
+
+- **Coherence Filter:** All elements support European fantasy theme with historical accuracy, fallback to clean medieval aesthetic
+
+- **YAML Prop Pools:**
+
+  ```yaml
+  magical_props: [staffs, wands, grimoires, crystal_orbs, magical_implements]medieval_props: [books, scrolls, tools, weapons, period_instruments]academic_props: [quills, inkwells, manuscripts, study_materials, scholarly_items]fantasy_props: [enchanted_items, mystical_artifacts, magical_creatures, otherworldly_objects]
+  ```
+
+------
+
+### 6) Constraints
+
+- **Canvas Negatives (Evidence-Based Anti-Patterns):**
+  - "screentone usage", "digital gradients", "vector line perfection", "anime proportions"
+  - "manga speed lines", "simplified backgrounds", "flat shading", "modern clothing"
+  - "smooth digital rendering", "uniform line weights", "conventional manga paneling"
+  - "realistic proportions deviation", "non-European fantasy elements", "digital texture filters"
+- **Canvas Positives (Mandatory Elements):**
+  - "exactly 2:3 or 4:5 manga ratio", "contour hatching for all shading", "organic pen pressure variation"
+  - "Art Nouveau decorative framing", "European fantasy costume accuracy", "detailed architectural backgrounds"
+  - "printmaking texture emulation", "hand-drawn line authenticity", "medieval/Renaissance aesthetic elements"
+  - "integrated panel composition", "ornamental border elements", "meticulous craftsmanship throughout"
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For Portrait Ratios (2:3, 4:5):** Character dominance with decorative geometric framing elements
+- **For Square Ratios (1:1):** Ornamental composition emphasis with Art Nouveau influence
+- **Format-specific layout:** European illustration reading patterns with detailed craftsmanship priority
+
+**SHIRAHAMA-SPECIFIC COMPOSITION:**
+
+- **Character Integration Priority:** Model identity preserved within European fantasy aesthetic framework
+- **Decorative Framing System:** Art Nouveau geometric borders, diamond-shaped motifs, ornamental integration
+- **Panel Breaking Elements:** Narrative components extending beyond traditional boundaries, integrated spatial design
+- **Background Precision:** Detailed architectural or natural environments with equal attention to character rendering
+- **Line Density Distribution:** Consistent hatching quality throughout composition, no simplified areas
+- **Spatial Layering:** Complex multi-element compositions with foreground, midground, background integration
+
+**SHIRAHAMA STYLE CONTEXT (Historical Reference Only):**
+
+- *Note: Shirahama typically creates single-character focus with detailed environmental context*
+- *Decorative Elements:* Integrate Art Nouveau geometric patterns, medieval architectural motifs, ornamental borders
+- *Environmental Detail:* European fantasy settings with architectural precision and natural element accuracy
+- *Costume Context:* Medieval/Renaissance clothing with intricate pattern work and fabric authenticity
+- *Composition Complexity:* Multi-layered spatial arrangements with decorative framing integration
+
+**REQUIRED COMPOSITION ANCHORS:**
+
+- **Model Preservation:** Maintain core identity characteristics while applying Shirahama European fantasy aesthetic
+- **User Specification Priority:** Character specifications follow user input within European fantasy context
+- **Surface Context:** Clean manga page/cover surface with printmaking aesthetic qualities
+- **Production Context:** European illustration tradition adapted to manga format with authentic craftsmanship
+- **Ratio Enforcement:** Composition designed specifically for declared ratio with decorative element optimization
+
+------
+
+### 8) Typography & Text Integration
+
+- **Text Policy:** ABSOLUTELY OMIT all text, speech bubbles, written elements for clean art print
+- **No Exceptions:** Zero tolerance for text inclusion regardless of source material
+- **Clean Art Focus:** Pure visual artwork without textual contamination
+- **Decorative Exception:** Art Nouveau ornamental elements and geometric patterns permitted as compositional elements, not text
+
+------
+
+## Evidence-Based Validation Requirements
+
+**MANDATORY AUTHENTICITY CHECKS:**
+
+- ✅ Contour hatching primary: All shading achieved through linework density
+- ✅ Organic line quality: Visible pen pressure variation and hand-drawn authenticity
+- ✅ European fantasy proportions: Realistic anatomy with period-appropriate styling
+- ✅ Art Nouveau decorative integration: Geometric framing and ornamental elements
+- ✅ No screentone usage: Pure linework approach throughout composition
+- ✅ Medieval/Renaissance costume accuracy: Detailed period clothing and accessories
+- ✅ Architectural precision: Detailed environmental rendering through linework
+- ✅ Printmaking aesthetic: Copperplate engraving texture emulation
+- ✅ Model identity preservation: User specifications maintained within style framework
+- ✅ Production era consistency: European-manga hybrid methods
+
+**ANTI-PATTERN VERIFICATION:**
+
+- ❌ No screentone usage (contradicts pure linework evidence)
+- ❌ No digital gradients (contradicts printmaking aesthetic)
+- ❌ No vector line perfection (contradicts organic hand-drawn quality)
+- ❌ No simplified backgrounds (contradicts equal detail treatment)
+- ❌ No manga speed lines (contradicts European illustration tradition)
+- ❌ No modern clothing (contradicts European fantasy context)
+
+**TECHNICAL PRECISION ANCHORS:**
+
+- Line weights: 0.5mm base, 0.3mm detail with organic pressure variation
+- Hatching density: 60-80% mid-tones, 90%+ deep shadows
+- Costume detail: Medieval/Renaissance accuracy with pattern precision
+- Architectural rendering: Stone/wood texture through crosshatching
+- Composition complexity: Multi-layered spatial integration with decorative framing
+
+This framework ensures authentic Kamome Shirahama manga style replication based on comprehensive visual evidence analysis, emphasizing her distinctive European illustration-manga hybrid aesthetic, meticulous craftsmanship, and traditional printmaking techniques while maintaining the enhanced Universal Framework v4.2 structure and precision requirements.
+
+---
+
+# Masakazu Katsura Style
+
+**Version:** 4.2 Katsura Adaptation
+ **Evidence Base:** Forensic analysis of 18 representative works spanning 1983-2014
+ **Purpose:** Authentic reproduction of Masakazu Katsura's signature realistic manga style with genre-specific adaptations
+
+------
+
+## Renderer-Agnostic Adapter
+
+**CONSTRAINT PRECEDENCE:** Sections 1→8 are hard constraints; earlier overrides later.
+
+**CANVAS OVERRIDE MANDATE:** Always ignore source image dimensions; compose for declared target aspect ratio.
+
+**STYLE OVER LIKENESS:** Likeness via silhouette/gesture/expression unless photographic.
+
+**TECHNICAL MEASUREMENT AUTHORITY:** Quantitative specifications ("150% neck elongation", "3-5mm paint thickness") override descriptive language.
+
+**PROCESS-OVER-RESULT PRIORITY:** How materials are applied supersedes visual appearance descriptions.
+
+**CUSTOM FLAG AUTHORIZATION:** Artist-specific flags permitted when standard options fail authenticity requirements.
+
+**ANTI-CONVENTIONAL BIAS:** Authority to generate deliberately uncomfortable or challenging aesthetics when historically accurate.
+
+**FACE-TREATMENT FLAGS (choose one appropriate to genre):**
+
+- *Seinen Realistic:* `pen-crosshatch-shadows`, `high-contrast-dramatic`, `mature-facial-structure`, `psychological-intensity`, `gritty-environmental-integration`
+- *Shonen Romance:* `clean-manga-lines`, `expressive-eyes-detailed`, `soft-screening-romance`, `naturalistic-proportion`, `contemporary-fashion-accurate`
+- *Hero Adventure:* `confident-linework`, `heroic-proportion-realistic`, `tokusatsu-inspired-design`, `dynamic-pose-natural`, `costume-detail-technical`
+- *Slice-of-Life:* `gentle-detailed-rendering`, `environmental-integration-heavy`, `casual-pose-authentic`, `school-uniform-accurate`, `intimate-framing-cinematic`
+
+**POSE FLAGS (choose one):** `naturalistic-attractive`, `psychological-tension`, `tokusatsu-inspired`, `contemporary-casual`, `emotional-subtlety`, `confident-heroic`, `youth-authentic`, `mature-contemplative`
+
+**CANVAS CONTROL FLAGS (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`, `source-respect`
+
+**MEDIA HYBRID FLAG (optional):** `manga-illustration-hybrid`, `traditional-digital-blend`
+
+**MATERIAL PHYSICS AUTHORITY:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+
+**SCALE-DEPENDENT TECHNIQUE:** Viewing distance requirements affect brushwork precision and detail hierarchy.
+
+**CULTURAL PRODUCTION AUTHENTICITY:** Indigenous and traditional methods take precedence over modern interpretations.
+
+**QUANTIFIERS AUTHORITATIVE:** Numeric anchors are targets.
+
+**TEXT POLICY:** Only render text if Section 8 authorizes.
+
+**SAFETY/IP:** No nudity/gore; no real logos/watermarks/signatures.
+
+**AGE & WARDROBE GUARDRAIL:** Minors = modest; unknown age defaults to adult neutral.
+
+**GENDER EXPRESSION:** Respect presented.
+
+**MATERIAL AUTHENTICITY:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics.
+
+**PERIOD PRODUCTION AUTHENTICITY:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+
+**COMPOSITION BOUNDARIES:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+**FAILURE MODE FLAGS:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.).
+
+**SILENT VALIDATION:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+
+**COLOR SPECIFICATION MANDATORY:** Create color illustration in Katsura's authentic palette style with soft naturalistic colors, period-appropriate 1990s-2000s color limitations, avoiding oversaturated modern digital colors.
+
+Redraw in **Masakazu Katsura's signature realistic manga style** for **color illustration format**.
+
+**IP SAFEGUARD DECLARATION:** Create original character design avoiding copyrighted manga elements while maintaining Katsura's authentic technical approach.
+
+**KATSURA STYLE DOMINANCE:** Naturalistic anatomy with cinematic pose work, expressive facial detail, authentic 1990s Japanese youth fashion, and genre-appropriate environmental integration.
+
+**MANDATORY WARDROBE CONSTRAINT:** Character must wear authentic 1990s casual youth fashion - oversized silhouettes, baggy clothing, period-appropriate Japanese street wear. NO business suits, formal wear, or fitted contemporary clothing.
+
+**GENRE MODE SELECTOR:** [slice_of_life_casual / school_life_authentic / youth_romance / urban_contemporary]
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+**PREFERRED KATSURA FORMATS:**
+
+- `3:4` (classic portrait - optimal for character focus)
+- `2:3` (manga cover format - used in I's, Zetman volumes)
+- `4:3` (landscape illustration - environmental integration)
+- `1:1` (decorative portrait - character card style)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background-detailed / recompose-character-focused
+- **Spatial Allocation:** Character prominence 60-80% with detailed environmental support
+- **Background Treatment:** Meticulously detailed realistic environments that ground character
+- **Format Justification:** Ratio serves character-environment relationship and viewing intimacy
+
+------
+
+### 3) Artistic Style & Context
+
+**PRIMARY INFLUENCES:** Cinema and novels over manga conventions, tokusatsu hero aesthetics, naturalistic observation
+
+**MEDIUM/PRODUCTION:** Traditional pen and ink on manga manuscript paper, screentone application for texture, offset lithography reproduction with visible halftone patterns
+
+**THEMATIC PURPOSE:** Character-driven realism with emotional psychological depth
+
+**HALLMARK MOTIFS (quantified):**
+
+1. **Bishōjo Realism:** Female characters with deeply expressive eyes, varied realistic body figures, contemporary fashion research accuracy, anatomical quirk in pelvis/femur articulation
+2. **Convincing Sci-Fi Detail:** Technology and fantastical elements rendered with photographic reference accuracy, 90% environmental detail consistency
+3. **Naturalistic Anatomy:** Immaculate anatomical foundation, avoid exaggerated proportions by 85%, realistic human movement and gesture
+4. **Cinematic Emotional Framing:** Dramatic close-ups on faces for psychological revelation, emotional state priority over action staging
+5. **Contemporary Fashion Authority:** Research-accurate clothing, hairstyles, and cultural details for time period authenticity
+
+**PERIOD FRAMING:** Late 20th Century Japanese manga production (1983-2014), traditional manga manuscript techniques
+
+**TONE TAG:** [Select based on genre: Mature_Psychological_Realism / Romantic_Slice_of_Life / Heroic_Adventure_Grounded / Contemporary_Youth_Authentic]
+
+------
+
+### 4) Technical Execution (≥8 anchors + measurements)
+
+**LINE QUALITY ANCHOR:** Long, steady, clear pen lines avoiding scratchy application. Thick confident outlines for primary contours, thin precise lines for interior facial features and texture details.
+
+**SCREENTONE APPLICATION ANCHOR:** Dot/circle and sand pattern screentones for clothing texture and shadow rendering. 60% dot coverage maximum for clothing, 30% sand tone for atmospheric shadows.
+
+**ANATOMICAL PRECISION ANCHOR:** Naturalistic human proportions with 95% anatomical accuracy. Signature pelvic/femur articulation quirk in female characters (15-degree angle variance from standard).
+
+**FACIAL EXPRESSION ANCHOR:** Deeply expressive eyes with detailed iris rendering, subtle emotional complexity (puzzlement, shyness, internal conflict), avoid generic anime expressions by 90%.
+
+**ENVIRONMENTAL DETAIL ANCHOR:** Meticulously researched backgrounds, 80% photographic reference accuracy, convincing perspective construction, "lived-in" space authenticity.
+
+**POSE NATURALISM ANCHOR:** Cinematic emotional revelation priority, naturalistic gesture economy, psychological framing over stylized action, 70% close-up intimacy ratio.
+
+**MATERIAL AUTHENTICITY ANCHOR:** Visible halftone patterns from offset lithography, screentone texture characteristics, traditional pen tool marks preserved.
+
+**CONTEMPORARY ACCURACY ANCHOR:** Fashion, hairstyles, and cultural details researched for period authenticity, 90% real-world reference accuracy.
+
+**COLOR APPLICATION ANCHOR:** Soft naturalistic color palette applied deliberately without blending with black pen outlines (traditional manga coloring method). Period-appropriate 1990s-2000s color limitations - avoid oversaturated modern digital colors. Atmospheric background colors that support character without competing.
+
+**WARDROBE ACCURACY ANCHOR:** Mandatory 1990s Japanese youth fashion - oversized knit sweaters, baggy jeans, loose casual wear, authentic school uniforms with loose socks. NO business suits, formal wear, or fitted contemporary clothing. 90% period-appropriate fabric behavior and silhouette accuracy.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**AUTHENTIC KATSURA WARDROBE TRACKS (1990s-2000s Japanese Youth Fashion):**
+
+**CASUAL YOUTH (Primary Mode - 80% of work):**
+
+- **Tops:** Oversized knit sweaters with patterns, loose graphic t-shirts, baggy hoodies, oversized cardigans, relaxed V-necks
+- **Bottoms:** Baggy jeans with cuffs, loose casual pants with geometric prints, flowy skirts, wide-leg trousers
+- **Outerwear:** Oversized winter coats (puffy/down), loose bomber jackets, casual blazers worn open and loose
+- **Footwear:** Chunky sneakers, platform shoes, casual boots, simple sandals
+- **Silhouette Authority:** Mandatory 1990s relaxed-fit aesthetic with authentic oversized draping
+
+**SCHOOL CONTEXT (High Frequency):**
+
+- **Uniforms:** Japanese blazer and pleated skirt, sailor uniforms, sweater vest over collared shirt
+- **Authentic Details:** Loose socks (essential 1990s trend), proper randoseru or school bag, cardigans worn over uniforms
+- **Seasonal Layering:** Heavy oversized coat over uniform, knit scarves, practical winter accessories
+- **Casual School:** Oversized sweater instead of blazer, loose interpretation of uniform rules
+
+**INTIMATE/HOME CASUAL:**
+
+- **Clothing:** Oversized boyfriend shirts, simple loose dresses, comfortable knit wear, minimal layering
+- **Context:** Bedroom scenes, relaxed home settings, private moments with natural poses
+- **Emphasis:** Comfort over style, natural fabric draping, authentic relaxed behavior
+
+**STREET/URBAN (1990s Tokyo Youth Culture):**
+
+- **Aesthetic:** Baggy jeans, oversized tops, layered casual wear, authentic Japanese street fashion
+- **Materials:** Loose denim, knit textures, casual cotton with visible construction details
+- **Accessories:** Minimal - portable CD players, simple bags, period-accurate tech
+
+**FABRIC BEHAVIOR AUTHORITY:**
+
+- Oversized 1990s silhouettes with natural draping physics showing fabric weight
+- Knit textures behave differently from woven cotton - show stretch and cling appropriately
+- Denim shows authentic wash patterns and construction seaming
+- Natural wrinkle patterns reflecting real fabric behavior and movement
+
+**ANTI-FORMAL CONSTRAINTS (Mandatory):**
+
+- NO business suits or formal professional wear
+- NO fitted contemporary clothing or modern skinny silhouettes
+- NO formal dress shirts with ties
+- NO adult professional styling
+- NO generic modern fashion - must reflect authentic 1990s Japanese youth culture
+
+**COLOR SPECIFICATION AUTHORITY:**
+
+- **Production Format:** Color illustration in Katsura's authentic palette style
+- **Color Approach:** Soft naturalistic colors for romance contexts, slightly muted contemporary tones
+- **Period Accuracy:** 1990s-2000s color palette limitations - avoid oversaturated modern digital colors
+- **Application Method:** Colors applied deliberately without blending with black outlines (traditional manga coloring)
+- **Background Colors:** Subtle atmospheric colors that support but don't compete with character
+
+**WARDROBE VARIATION PROTOCOL:**
+
+- Cycle through authentic 1990s casual combinations avoiding identical repetition
+- Prioritize oversized/baggy over fitted clothing in all contexts
+- Seasonal appropriateness with authentic Japanese cultural considerations
+
+**YAML AUTHENTIC PROP POOLS:**
+
+```yaml
+Youth_Casual_90s: [oversized_backpack, portable_cd_player, 90s_tech, casual_accessories]
+School_Context: [loose_socks, randoseru_bag, school_supplies, seasonal_scarves] 
+Urban_Street: [casual_shoulder_bag, period_electronics, minimal_jewelry, youth_culture_items]
+Home_Intimate: [comfortable_accessories, books, simple_personal_items, natural_casual_elements]
+```
+
+------
+
+### 6) Constraints
+
+**CANVAS NEGATIVES (≥4):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "anime moe features", "doll-like simplification", "generic cute aesthetics"
+- "super-deformed proportions", "exaggerated anatomy", "cartoonish styling"
+- "flat empty backgrounds", "generic environments", "minimal setting detail"
+- "scratchy linework", "rough sketch quality", "unconfident line application"
+
+**CANVAS POSITIVES (≥4):**
+
+- "exactly [declared ratio]", "recomposed for character intimacy"
+- "naturalistic human anatomy", "realistic proportional accuracy", "contemporary fashion research"
+- "cinematic emotional framing", "psychological expression detail", "subtle internal state revelation"
+- "meticulously detailed environments", "photographic reference accuracy", "lived-in space authenticity"
+- "confident pen line quality", "traditional manga technique", "period-appropriate production methods"
+
+**VOCABULARY WARNINGS:** Avoid "ornate," "elaborate," "decorative" unless authentic to specific genre context. Avoid "cute," "moe," "kawaii" styling descriptors.
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+**For Portrait Ratios (3:4, 2:3):** Character dominance 70-80%, intimate psychological framing, detailed environmental support, cinematic close-up priority
+
+**For Landscape Ratios (4:3):** Environmental integration 40%, character-setting relationship emphasis, realistic perspective construction
+
+**For Square (1:1):** Central character balance, decorative frame integration if appropriate to genre, radial composition harmony
+
+**KATSURA-SPECIFIC COMPOSITION ANCHORS:**
+
+**Perspective Regime:** Conventional linear perspective, photographic reference accuracy, convincing spatial construction
+
+**Figure-Ground Relationship:** Dynamic ratio serving narrative - 60%+ character focus for emotional scenes, 40% environmental for world-building
+
+**Cinematic Framing Logic:** Dramatic close-ups for psychological revelation, emotional state priority, intimate viewer connection
+
+**Detail Hierarchy:** Primary = character facial expression and gesture, Secondary = costume/fashion accuracy, Tertiary = environmental support detail
+
+**Environmental Authenticity:** Contemporary Japanese settings with photographic accuracy, cultural period details, "lived-in" space characteristics
+
+**SURFACE CONTEXT ANCHOR:** Manga manuscript paper with traditional production characteristics, offset lithography printing texture
+
+**PRODUCTION CONTEXT ANCHOR:** 1980s-2010s manga industry standard techniques and materials
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY POLICY:** OMIT ALL TEXT - Clean illustration format only
+
+**RATIONALE:** Focus on pure character illustration without publication design elements
+
+**IF TEXT ABSOLUTELY REQUIRED:**
+
+- Period-appropriate Japanese manga typography standards
+- Minimal integration that doesn't compete with character focus
+- Traditional manga lettering conventions for era
+- ≤3 words maximum, integrated naturally into composition
+
+------
+
+## Evidence-Based Validation Checklist
+
+- **Visual Evidence Verified:** Forensic analysis of 18 works confirms genre adaptations while maintaining realistic foundation
+- **Technical Consistency:** 100% realistic anatomical approach across all genres documented
+- **Production Authenticity:** Traditional pen/ink techniques with offset lithography characteristics specified
+- **Genre Coherence:** Seinen/Romance/Hero/School mode adaptations maintain Katsura signature while serving thematic needs
+- **Contemporary Accuracy:** Fashion, cultural, and technological details researched for period authenticity
+- **Character Focus Priority:** Cinematic emotional framing with environmental support maintaining 70% character dominance
+- **Material Physics:** Traditional manga production methods with visible screentone and halftone patterns
+- **IP Protection:** Original character design avoiding copyrighted manga elements while maintaining authentic style approach
+
+------
+
+## Critical Success Factors
+
+1. **Naturalistic Foundation:** All stylization builds from accurate human anatomy and movement
+2. **Contemporary Research:** Fashion, technology, and cultural details must reflect accurate period research
+3. **Emotional Authenticity:** Facial expressions convey complex internal states rather than generic emotions
+4. **Environmental Integration:** Backgrounds provide convincing, detailed world-building support
+5. **Genre Adaptation:** Visual approach adjusts appropriately for seinen/romance/hero/school contexts while maintaining core style
+6. **Production Accuracy:** Traditional manga techniques visible in final rendering with period-appropriate printing characteristics
+
+This framework ensures authentic Masakazu Katsura-style reproduction with proper genre sensitivity and technical accuracy based on comprehensive visual evidence analysis.
+
+---
+
+# Kaoru Mori Style
+
+**Version:** 4.2 Mori Adaptation
+ **Evidence Base:** Forensic analysis of 20 representative works spanning Emma and A Bride's Story
+ **Purpose:** Authentic reproduction of Kaoru Mori's meticulously researched historical manga style with period-specific accuracy
+
+------
+
+## Renderer-Agnostic Adapter
+
+**CONSTRAINT PRECEDENCE:** Sections 1→8 are hard constraints; earlier overrides later.
+
+**CANVAS OVERRIDE MANDATE:** Always ignore source image dimensions; compose for declared target aspect ratio.
+
+**STYLE OVER LIKENESS:** Likeness via historical period accuracy, textile detail, and emotional interiority.
+
+**TECHNICAL MEASUREMENT AUTHORITY:** Quantitative specifications ("3-5 screentone patterns per illustration", "individual thread-level textile detail") override descriptive language.
+
+**PROCESS-OVER-RESULT PRIORITY:** Traditional manga production methods (ink on paper, screentone application) supersede digital effects.
+
+**CUSTOM FLAG AUTHORIZATION:** Period-specific historical flags permitted for authentic cultural representation.
+
+**HISTORICAL ACCURACY BIAS:** Authority to generate meticulously researched period details over stylistic convenience.
+
+**FACE-TREATMENT FLAGS (choose one):**
+
+- *Victorian England (1880s):* `fine-pen-precision`, `emotional-interiority-focus`, `period-appropriate-makeup`, `social-class-indicators`, `maid-servant-authenticity`
+- *Central Asian (19th century):* `traditional-cultural-accuracy`, `textile-pattern-integration`, `nomadic-lifestyle-authenticity`, `ceremonial-dress-precision`, `cultural-jewelry-detail`
+- *Interior Manga Pages:* `screentone-mastery`, `psychological-close-up`, `environmental-integration`, `maximum-detail-density`
+- *Color Cover Illustrations:* `soft-naturalistic-palette`, `commercial-character-focus`, `period-color-accuracy`, `traditional-manga-coloring`
+
+**POSE FLAGS (choose one):** `domestic-labor-grace`, `emotional-revelation`, `cultural-traditional`, `intimate-psychological`, `historical-naturalism`, `textile-display-poses`
+
+**CANVAS CONTROL FLAGS (choose one):** `strict-reframe`, `historical-format-native`, `single-illustration-focus`, `cover-illustration-focus`
+
+**MEDIA HYBRID FLAG (optional):** `historical-documentary-accuracy`, `textile-pattern-emphasis`, `architectural-precision`
+
+**MATERIAL PHYSICS AUTHORITY:** Traditional pen and ink on manga paper with sophisticated screentone application.
+
+**SCALE-DEPENDENT TECHNIQUE:** Maximum detail density at all scales - environmental backgrounds receive equal attention to character rendering.
+
+**CULTURAL PRODUCTION AUTHENTICITY:** Historical accuracy takes absolute precedence over artistic convenience.
+
+**QUANTIFIERS AUTHORITATIVE:** Numeric specifications for textile patterns, architectural details, and screentone applications are targets.
+
+**TEXT POLICY:** Only render text if Section 8 authorizes.
+
+**SAFETY/IP:** No nudity inappropriate to historical context; maintain cultural sensitivity for represented periods/regions.
+
+**AGE & WARDROBE GUARDRAIL:** All clothing must be historically accurate to declared time period and social class.
+
+**GENDER EXPRESSION:** Respect historical gender presentation appropriate to cultural context.
+
+**MATERIAL AUTHENTICITY:** Traditional manga production - no digital painting effects, Instagram filters, or modern post-processing.
+
+**PERIOD PRODUCTION AUTHENTICITY:** Authentic historical detail research - no generic fantasy elements or anachronistic details.
+
+**COMPOSITION BOUNDARIES:** Single illustration formats only - no panel layouts, borders, or sequential storytelling elements.
+
+**FAILURE MODE FLAGS:** Avoid generic historical fantasy, simplified textile patterns, empty backgrounds.
+
+**SILENT VALIDATION:** Apply historical accuracy checklist, regenerate silently if anachronistic elements detected.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+
+**FORMAT SPECIFICATION MANDATORY:** Choose format type:
+
+- **Color Cover Illustration:** Single character illustration, no typography, soft naturalistic colors, character portrait focus
+- **B&W Single Illustration:** Single image composition, no panel layouts, sophisticated screentone application, maximum environmental detail
+
+**NO TYPOGRAPHY CONSTRAINT:** Omit all text elements, titles, mastheads, or written content. Focus purely on visual illustration without any textual components.
+
+**NO PANEL CONSTRAINT:** Generate single unified image composition rather than multi-panel manga layouts. Avoid panel grids, borders, or sequential storytelling formats.
+
+**HISTORICAL PERIOD DECLARATION:** Specify exact historical setting:
+
+- **Victorian England (1880s):** Emma series aesthetic with domestic service themes
+- **Central Asian 19th Century:** A Bride's Story aesthetic with cultural textile traditions
+- **Other Period:** Declare specific era with research-based accuracy requirements
+
+Redraw in **Kaoru Mori's signature historically researched manga style** for **single illustration format**.
+
+**IP SAFEGUARD DECLARATION:** Create original character design within historically accurate cultural context while maintaining Mori's research-based authenticity.
+
+**MORI STYLE DOMINANCE:** Meticulous historical detail, extraordinary textile rendering, emotional psychological framing, documentary-level environmental accuracy.
+
+**MANDATORY RESEARCH CONSTRAINT:** Every visual element must be historically accurate to declared period - no anachronistic elements permitted.
+
+**GENRE MODE SELECTOR:** [victorian_domestic_drama / central_asian_cultural / historical_slice_of_life / period_romance]
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY FORMAT SELECTION:**
+
+**SINGLE ILLUSTRATIONS:**
+
+- `3:4` (standard manga cover portrait)
+- `2:3` (tankōbon volume cover format)
+- `1:1` (square character portrait format)
+- `4:3` (landscape historical scene format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Composition Method:** Single unified image with complete scene establishment
+- **Detail Allocation:** 50/50 importance between character and historical environment
+- **Background Treatment:** Documentary-level historical accuracy in all environmental elements
+- **Format Justification:** Composition serves historical immersion and character emotional revelation
+
+------
+
+### 3) Artistic Style & Context
+
+**PRIMARY INFLUENCES:** Victorian material culture, 19th-century archival photography, Central Asian textile traditions, shōjo/josei emotional interiority
+
+**MEDIUM/PRODUCTION:** Traditional pen and ink on manga paper with sophisticated screentone application for B&W work; soft naturalistic colors for cover illustrations
+
+**THEMATIC PURPOSE:** Historical accuracy combined with emotional psychological depth, cultural documentation through narrative
+
+**HALLMARK MOTIFS (quantified):**
+
+1. **Textile Detail Obsession:** Individual thread-level detail in fabric rendering, authentic weaving patterns, embroidery construction visible, cultural textile accuracy 100%
+2. **Historical Research Accuracy:** Every object, architectural element, and cultural artifact period-appropriate, documentary-level precision in material culture
+3. **Environmental Documentary Precision:** Backgrounds as detailed as characters, architecture copied from period photographs, social status definition through setting detail
+4. **Emotional Interiority Focus:** Psychological close-ups on eyes, intimate framing for character emotional states, voyeuristic reader positioning
+5. **Domestic/Cultural Labor Grace:** Work activities rendered with shōjo aesthetic elegance despite physical demands, cultural activities shown with authentic detail
+
+**PERIOD FRAMING:**
+
+- Victorian England: 1880s material culture with class consciousness
+- Central Asia: 19th century nomadic and settled cultural traditions
+- Other: Declared historical period with research-based accuracy
+
+**TONE TAG:** [Victorian_Domestic_Drama / Central_Asian_Cultural_Documentation / Historical_Romance_Realism / Period_Slice_of_Life]
+
+------
+
+### 4) Technical Execution (≥8 anchors + measurements)
+
+**LINE QUALITY ANCHOR:** Hair-thin precision pen work for textile detail, bold confident outlines for character definition. No scratchy or rough line application - only clean, deliberate mark-making.
+
+**SCREENTONE MASTERY ANCHOR:** 3-5 different screentone patterns per illustration minimum for B&W work. Sophisticated layering for texture differentiation, material properties, and atmospheric depth. No flat uniform gray areas.
+
+**TEXTILE DETAIL OBSESSION ANCHOR:** Individual thread-level detail in all fabric rendering. Authentic weaving patterns, embroidery construction, cultural textile accuracy visible. Generic fabric patterns prohibited.
+
+**HISTORICAL RESEARCH ANCHOR:** 100% period accuracy in all visible objects, architecture, clothing, and cultural artifacts. Every element must be documentably authentic to declared time period.
+
+**ENVIRONMENTAL EQUALITY ANCHOR:** Backgrounds receive equal detail attention to character rendering. Architectural elements rendered with documentary precision. Empty or simplified backgrounds prohibited.
+
+**FACIAL STRUCTURE PRECISION ANCHOR:** Eyes maximum 25% of face height (not 30-40% typical manga). Well-defined nose bridge with three-dimensional form, visible nostril definition, ethnic-appropriate bone structure. Realistic adult facial proportions with defined cheekbones and jawline.
+
+**ETHNIC FACIAL ACCURACY ANCHOR:** Facial structure must be researched and appropriate to declared cultural background. Victorian characters show European bone structure, Central Asian characters show authentic regional features. Generic manga face shapes prohibited.
+
+**PSYCHOLOGICAL EXPRESSION ANCHOR:** Subtle, restrained emotional expression showing internal complexity through micro-expressions. Avoid broad manga emotions or overly idealized expressions. Character psychology visible through nuanced facial details.
+
+**ANTI-DOLL-LIKE CONSTRAINT ANCHOR:** Prohibit typical anime/manga facial idealization. Characters must show realistic human facial variation, natural asymmetries, and authentic ethnic characteristics appropriate to historical period.
+
+------
+
+### 5) Fashion & Attire — Historical Accuracy Matrix
+
+**VICTORIAN ENGLAND (1880s) WARDROBE:**
+
+- **Domestic Service:** Historically accurate maid uniforms with proper construction details, period-appropriate undergarments, class-specific accessories
+- **Upper Class:** Authentic Victorian fashion with proper silhouettes, period fabrics, social status indicators through clothing quality
+- **Technical Details:** Visible construction seams, button accuracy, fabric behavior appropriate to period technology
+- **Accessories:** Spectacles (if character-appropriate), period jewelry, social class indicators
+
+**CENTRAL ASIAN (19th CENTURY) WARDROBE:**
+
+- **Traditional Dress:** Culturally accurate traditional garments with authentic construction methods
+- **Textile Patterns:** Region-specific weaving patterns, embroidery techniques, cultural color symbolism
+- **Ceremonial vs Daily:** Appropriate distinction between everyday and special occasion garments
+- **Cultural Jewelry:** Authentic metalwork, traditional ornaments, social/marital status indicators
+
+**FABRIC BEHAVIOR AUTHORITY:**
+
+- Period-appropriate fabric technology and draping behavior
+- Authentic textile construction showing weaving patterns and fiber behavior
+- Cultural textile traditions accurately represented
+- Individual thread-level detail in pattern rendering
+
+**ACCESSORIES CONSTRAINT:** Only period-appropriate accessories for declared cultural context. Maximum 2-3 accessories maintaining historical accuracy.
+
+**ANTI-ANACHRONISTIC CONSTRAINTS:**
+
+- NO modern clothing elements
+- NO generic fantasy costume designs
+- NO simplified textile patterns
+- NO culturally inappropriate mixing of regional styles
+
+**YAML HISTORICAL PROP POOLS:**
+
+```yaml
+Victorian_1880s: [period_eyeglasses, domestic_service_tools, class_appropriate_jewelry, authentic_household_objects]
+Central_Asian_19th: [traditional_weapons, cultural_textiles, nomadic_tools, ceremonial_objects, regional_jewelry]
+Architectural_Victorian: [period_furniture, authentic_wallpapers, architectural_details, domestic_technology]
+Architectural_Central_Asian: [traditional_carpets, cultural_artifacts, nomadic_household_items, architectural_elements]
+```
+
+------
+
+### 6) Constraints
+
+**CANVAS NEGATIVES (≥4):**
+
+- "anachronistic elements", "modern technology", "generic fantasy costume", "contemporary fashion"
+- "simplified backgrounds", "empty environments", "minimal architectural detail", "generic room settings"
+- "uniform screentones", "flat gray shading", "digital painting effects", "modern post-processing"
+- "generic textile patterns", "simplified fabric rendering", "culturally inappropriate clothing mixing"
+
+**CANVAS POSITIVES (≥4):**
+
+- "historically accurate [declared period]", "documentary-level period detail", "research-based authenticity"
+- "individual thread-level textile detail", "authentic weaving patterns", "cultural construction accuracy"
+- "sophisticated screentone layering", "maximum environmental detail", "architectural documentary precision"
+- "emotional psychological close-ups", "intimate character framing", "shōjo/josei interiority focus"
+
+**VOCABULARY WARNINGS:**
+
+- Avoid "fantasy," "generic," "simplified" when describing historical elements
+- Avoid "modern," "contemporary," "updated" for any visual components
+- Require "authentic," "researched," "period-accurate," "culturally appropriate"
+
+------
+
+### 7) Composition & Background
+
+**SINGLE ILLUSTRATION COMPOSITION REQUIREMENTS:**
+
+**Character Portrait Focus:** Single unified image with character prominence and historically accurate environmental support. Complete scene establishment within single frame.
+
+**Historical Environment Priority:** Backgrounds function as historical documents. Architecture copied from period photographs. Settings define character social status and cultural context.
+
+**MORI-SPECIFIC COMPOSITION ANCHORS:**
+
+**Emotional Interiority Focus:** Psychological depth through character expression and intimate framing. Character psychology revealed through nuanced facial details and pose.
+
+**Textile Display Integration:** Clothing and cultural objects positioned to showcase authentic detail and construction. Character poses allow for pattern and embroidery visibility.
+
+**Cultural Context Establishment:** Environmental elements establish historical period, geographic region, and social class through documentary accuracy.
+
+**50/50 Figure-Ground Balance:** Equal importance and detail density between character and historical environment.
+
+**SURFACE CONTEXT ANCHOR:** Traditional manga paper with ink line work and screentone application for B&W; smooth color illustration surface for covers
+
+**PRODUCTION CONTEXT ANCHOR:** Traditional manga production methods with historical research integration
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY POLICY:** TEXT OMISSION MANDATORY
+
+**NO TYPOGRAPHY CONSTRAINT:** Omit all text elements including:
+
+- Speech bubbles and dialogue
+- Caption boxes and narration
+- Title text or mastheads
+- Written content of any kind
+- Visible text within scene (signs, books, etc.) should be rendered as authentic period decoration without readable text
+
+**PURE VISUAL FOCUS:** Generate purely visual illustration without any textual components. Focus entirely on historical accuracy, character expression, and environmental detail.
+
+**HISTORICAL TEXT ELEMENTS:** If books, signs, or documents appear in scene, render them with period-appropriate visual styling but without readable text content.
+
+------
+
+## Evidence-Based Validation Checklist
+
+- **Historical Research Verified:** All visible elements documentably accurate to declared time period and cultural context
+- **Textile Detail Mastery:** Individual thread-level detail in fabric rendering, authentic construction patterns visible
+- **Environmental Documentation:** Backgrounds treated as historical documents with architectural research accuracy
+- **Emotional Interiority Focus:** Shōjo/josei psychological framing with intimate character revelation
+- **Material Production Authenticity:** Traditional manga techniques with appropriate screentone or color application
+- **Cultural Sensitivity:** Authentic representation without appropriation or stereotyping
+- **Format Consistency:** Appropriate technique for declared format (B&W interior vs color cover)
+- **Anti-Anachronistic Compliance:** Zero modern or inappropriate historical elements
+
+------
+
+## Critical Success Factors
+
+1. **Historical Research Priority:** Every visual element must be documentably accurate to declared period
+2. **Textile Detail Obsession:** Fabric rendering at individual thread level with authentic construction patterns
+3. **Environmental Documentary Standard:** Backgrounds as historically accurate as museum exhibition displays
+4. **Emotional Psychological Depth:** Character interiority through intimate framing and expressive detail
+5. **Cultural Authenticity:** Respectful and accurate representation of historical cultural traditions
+6. **Production Method Integrity:** Traditional manga techniques without modern digital shortcuts
+7. **Format-Appropriate Execution:** Correct technique balance for B&W narrative vs color illustration work
+
+This framework ensures authentic Kaoru Mori-style reproduction with absolute historical accuracy and technical precision based on comprehensive visual evidence analysis of her signature approach to historically researched manga storytelling.
+
+---
+
+# Osamu Tezuka Manga
+
+**Version:** 1.0
+ **Purpose:** Evidence-based framework for replicating Osamu Tezuka's distinctive manga illustration style based on forensic analysis of authentic works from 1946-1980s.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications ("eye width 40% of face", "3mm brush line weight") override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flags (choose one):**
+  - *Tezuka Manga Core:* `ink-confident-line`, `watercolor-transparent`, `gouache-flat-color`, `brush-lettering-integration`, `cell-animation-shading`, `disney-eye-influence`, `emotional-clarity-priority`
+- **Pose Flags (choose one):** `cinematic-dynamic`, `heroic-stance`, `emotional-gesture`, `action-trajectory`, `disney-inspired-movement`
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`
+- **Material Physics Authority:** Ink, watercolor, and gouache specifications override aesthetic preferences.
+- **Star System Authorization:** Use of recurring Tezuka character archetypes permitted and encouraged.
+- **Emotional Clarity Mandate:** Expression must be immediately readable from silhouette and gesture.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks; original character designs only.
+- **Period Production Authenticity:** 1950s-1960s Japanese manga production methods with hand-lettering and manual color separation.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw in **Osamu Tezuka Disney-Influenced Shōwa-Era Cinematic Manga** style for **clean manga illustration**.
+- Identity via silhouette/gesture/expression with Disney-influenced emotional clarity.
+- **IP Safeguard Declaration:** Create original character design using Tezuka's "Star System" archetypes.
+- Declare **Face-Treatment Flag:** `disney-eye-influence` with `emotional-clarity-priority`
+- Declare **Pose Flag:** `cinematic-dynamic`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Tezuka's visual language dominates over photorealistic accuracy.
+- **Mode Selector:** Clean manga illustration (gallery print quality).
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `4:5` (Tezuka preferred portrait format for character studies)
+- `2:3` (standard manga cover proportion)
+- `1:1` (square format for character portraits)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely for Tezuka's cinematic composition
+- **Spatial Allocation:** Central character placement with 60-70% figure dominance
+- **Background Treatment:** Simplified or atmospheric elements supporting character focus
+- **Format Justification:** Chosen ratio serves Tezuka's character-centric storytelling approach
+
+### 3) Artistic Style & Context
+
+- **Influences:** Walt Disney (Bambi, Snow White), early American animation, Fleischer Studios, Felix the Cat, post-war Japanese humanist themes
+- **Medium/Production method:** Ink line work with watercolor/gouache color application, authentic 1950s manga production techniques
+- **Thematic purpose:** Post-war hope, humanism, technology vs. nature duality, emotional storytelling
+- **Hallmark motifs:** Large expressive eyes with multiple highlights, simplified facial features, dynamic hair rendering, "Star System" character archetypes, cinematic panel flow
+- **Period framing:** Shōwa-era Japan (1946-1989), post-war reconstruction period
+- **Tone Tag:** Optimistic humanism with Disney-influenced emotional clarity
+- **Production Era Authenticity:** Hand-lettered typography, manual color separation, phototypesetting integration
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Line Quality:** Clean confident ink outlines, 2-3mm brush weight, minimal interior detail, economy of line with maximum emotional impact
+- **Eye Construction:** 40% of face width, multiple highlight dots (primary upper-left large, secondary lower-right small), Disney-influenced tear-drop shape, clear emotional reading
+- **Hair Rendering:** Chunked segments with dynamic flow, 15-20 distinct hair masses (not individual strands), movement lines integrated, each chunk 8-12mm width for proper scale
+- **Color Application:** Flat gouache/watercolor areas with soft edge gradations, 70% flat color + 30% gradient transitions
+- **Shading Technique:** Cell-animation style color blocking, no photorealistic rendering, strategic shadow placement for emotional emphasis
+- **Surface Treatment:** Matte finish suggesting traditional media, visible paper texture through transparent washes
+- **Character Proportion:** Disney-influenced stylization, head-to-body ratio varies by character type (child protagonists 1:3, adult characters 1:6)
+- **Pose Dynamics:** Cinematic angles with 30-45 degree perspective shifts, movement lines indicating action trajectory
+- **Background Integration:** 70% figure focus, 30% environmental support, simplified geometric shapes for architectural elements
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**Wardrobe Categories:**
+
+- **Child Hero (Astro Boy type):** Simple shorts/tunic, primary color blocking, minimal accessories
+- **Adventure Hero:** Flowing cape/coat, boots, heroic silhouette with dynamic fabric movement
+- **Authority Figure:** Formal wear, angular design, imposing color scheme (dark blues, blacks)
+- **Fantasy Character:** Period-appropriate costume with ornate details, theatrical presentation
+
+**Fabric Behavior:** Simplified drape with Disney-influenced animation principles, fabric follows action lines **Accessory Caps:** Minimalist 0-2 accessories maximum, focus on character essence **Color Palette:** Primary colors (red, blue, yellow) with strategic black/white contrast, limited 3-4 color schemes **Props:** Maximum 1 hero prop that supports character archetype and narrative function
+
+**YAML Prop Pools:**
+
+```yaml
+sci_fi: [robot_companion, ray_gun, control_device, flying_vehicle]
+adventure: [sword, cape, mask, heroic_insignia]
+everyday: [book, musical_instrument, simple_tool]
+fantasy: [magic_staff, crown, mystical_object, creature_companion]
+```
+
+### 6) Constraints
+
+**Canvas Negatives (≥2):**
+
+- "photorealistic rendering", "modern digital effects", "complex interior detail", "cynical narrative tone", "hyper-realistic anatomy", "photographic accuracy", "modern manga style", "excessive fine detail", "individual hair strands", "realistic fabric textures", "environmental clutter", "detailed finger anatomy", "knuckle definition", "fabric folds", "material physics", "textile realism", "strand-level hair", "architectural complexity", "environmental competition", "nose modeling", "iris detail", "complex shading"
+
+**Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "Disney-influenced emotional clarity", "confident ink line work", "watercolor transparency", "Star System character archetype", "cinematic composition", "optimistic humanism", "post-war hope theme", "radical simplification", "flat color masses", "geometric fabric shapes", "mitten-hand construction", "single-line nose", "maximum 3 highlight dots", "absolute line economy", "symbolic representation over realism"
+
+**Vocabulary Warnings:** Avoid "realistic," "modern," "complex detail." Emphasize "clarity," "emotion," "simplicity," "hope."
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **Portrait Ratios (4:5, 2:3):** Vertical character emphasis, heroic low-angle shots, emotional proximity
+- **Square (1:1):** Central balance with radial composition, equal weight distribution
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Cinematic angles with dramatic low/high shots, 30-45 degree perspective shifts for dynamic impact
+- **Figure:Ground Ratio:** 70% character dominance, 30% environmental support
+- **Density Management:** Strategic simplification, remove unnecessary detail to focus on emotional core
+- **Lighting Logic:** Clear directional lighting supporting emotional mood, Disney-influenced dramatic illumination
+- **Detail Hierarchy:** Face > pose > costume > props > background, with progressive simplification
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Paper/canvas texture visible through watercolor application
+- **Frame Policy:** No external frames or borders
+- **Production Context Anchor:** 1950s manga production authenticity with period-appropriate limitations
+- **Ratio Enforcement Anchor:** Composition designed specifically for declared format
+
+### 8) Typography & Text Integration
+
+- **Binary Policy:** Omit text entirely for clean illustration focus
+- **If Typography Required:**
+  - Hand-lettered brush style authentic to 1950s Japanese manga
+  - AntiGothi combination (Gothic + Antique) for dialogue
+  - Maximum 6 words, integrated organically into composition
+  - No modern fonts or digital typesetting effects
+
+------
+
+## Genre-Specific Sub-Frameworks
+
+### Science Fiction Works
+
+- **Color Emphasis:** Metallic grays, electric blues, warning reds
+- **Props:** Technology integration, robot companions, space environments
+- **Pose Focus:** Dynamic action with technological interaction
+
+### Adventure Stories
+
+- **Color Emphasis:** Earth tones with heroic primary accents
+- **Props:** Classic adventure gear (swords, capes, masks)
+- **Pose Focus:** Heroic stances with flowing fabric dynamics
+
+### Character Studies
+
+- **Color Emphasis:** Warm primaries with emotional color psychology
+- **Props:** Minimal, personality-defining objects only
+- **Pose Focus:** Emotional clarity through gesture and expression
+
+### Fantasy Works
+
+- **Color Emphasis:** Rich theatrical colors with magical accent tones
+- **Props:** Period costume elements, mystical objects
+- **Pose Focus:** Theatrical presentation with ornate costume display
+
+------
+
+## Validation Framework
+
+**Essential Elements Checklist:**
+
+- Disney-influenced large expressive eyes with multiple highlights
+- Clean confident ink line work with 2-3mm brush weight
+- Watercolor/gouache color application with flat areas and soft gradients
+- Simplified background supporting character focus
+- Star System character archetype utilization
+- Cinematic composition with dynamic perspective
+- Post-war optimistic humanism theme integration
+- Period-authentic production method simulation
+- Emotional clarity readable from silhouette alone
+
+**Anti-Pattern Detection:**
+
+- Modern manga styling (avoid)
+- Photorealistic rendering (avoid)
+- Complex interior detail (avoid)
+- Cynical or dark narrative tone (avoid)
+- Modern digital effects (avoid)
+
+This framework prioritizes Tezuka's fundamental artistic philosophy: emotional storytelling through clear, simplified visual language that communicates hope and humanity in the post-war era.
+
+---
+
+# Kentaro Miura Manga
+
+**Version:** 1.0
+ **Purpose:** Evidence-based framework for replicating Kentaro Miura's meticulous dark fantasy illustration style, with distinct approaches for color and black & white execution.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via hyperdetailed anatomical accuracy and Gothic atmospheric mood.
+- **Technical Measurement Authority:** Quantitative specifications ("200-500 armor detail elements", "50-100 crosshatch lines per square inch") override descriptive language.
+- **Process-Over-Result Priority:** Meticulous detail construction supersedes speed or simplification.
+- **Detail Density Mandate:** **CRITICAL REQUIREMENT: 200-500+ individual detail elements per character minimum** - every rivet, buckle, scratch, dent, and surface texture must be individually rendered
+- **Hyperdetail Investment:** **"Every surface textured" philosophy mandatory** - no smooth or simplified areas permitted on armor, weapons, or environmental elements.
+- **Face-Treatment Flags (choose one):**
+  - *Color Mode:* `watercolor-texture-simulation`, `rough-organic-edges`, `muted-desaturated-palette`, `ink-line-preservation`, `sketchy-application-texture`
+  - *Black & White Mode:* `crosshatch-dominance`, `screentone-strategic`, `white-ink-highlights`, `maximum-contrast`, `line-weight-variation`
+- **Pose Flags (choose one):** `romantic-sublime`, `heroic-low-angle`, `battle-weary`, `gothic-dramatic`, `architectural-scale-dwarfing`
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`
+- **Gothic Sublime Authority:** Compositions must evoke awe, terror, and overwhelming scale.
+- **Architectural Realism Mandate:** All environments based on specific European medieval architectural references.
+- **Armor Authenticity:** Anatomically accurate plating that follows human form with individual component rendering.
+- **Text policy:** Omit all text for single illustration focus.
+- **Safety/IP:** No graphic violence visualization; focus on atmospheric darkness and character presence.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- **MODE SELECTOR:** Choose between **Color Mode** or **Black & White Mode** - never mix approaches.
+- Redraw in **Kentaro Miura Dark Fantasy Hyperrealism** style for **single illustration composition**.
+- Identity via hyperdetailed anatomical accuracy and atmospheric Gothic mood.
+- **IP Safeguard Declaration:** Create original dark fantasy character designs avoiding copyrighted elements.
+- **Color Mode Declaration:** `airbrush-gradation` with `atmospheric-perspective`
+- **B&W Mode Declaration:** `crosshatch-dominance` with `maximum-contrast`
+- Declare **Pose Flag:** `romantic-sublime`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Miura's meticulous detail philosophy dominates over speed or simplification.
+- **Format:** Single illustration (no panels, speech bubbles, or manga formatting).
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (portrait orientation for character focus)
+- `3:2` (landscape for environmental grandeur)
+- `1:1` (square for balanced character/environment composition)
+- `4:5` (tall portrait for dramatic vertical emphasis)
+- `5:4` (wide landscape for epic scale scenes)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely for Gothic sublime composition principles
+- **Spatial Allocation:** Figure placement for maximum dramatic impact using romantic painting principles
+- **Background Treatment:** Architectural detail maintained at 80-90% of foreground detail density
+- **Format Justification:** Chosen ratio serves Gothic sublime aesthetic and environmental storytelling needs
+
+### 3) Artistic Style & Context
+
+- **Influences:** Gustave Doré (dramatic lighting/etching detail), Hieronymus Bosch (grotesque fantasy), M.C. Escher (impossible architecture), John Martin (Pandemonium sublime), Frank Frazetta (heroic fantasy dynamics), European Romanticism movement, Gothic architectural tradition
+- **Medium/Production method:**
+  - **Color Mode:** Digital airbrush simulation over precise ink foundation, watercolor texture emulation
+  - **B&W Mode:** G-pen ink work with extensive crosshatching, strategic screentone application, white ink highlight details
+- **Thematic purpose:** Gothic sublime evocation, "lies that seem possible," medieval European fantasy realism, psychological terror through environmental scale
+- **Hallmark motifs:** Berserker Armor anatomical accuracy, Dragonslayer sword raw brutality, European architectural fusion (Gothic/Romanesque/Baroque), grotesque creature anatomical logic, romantic sublime scale relationships
+- **Period framing:** Medieval European synthesis (early feudalism + Renaissance courtly life), post-1989 manga production authenticity
+- **Tone Tag:** Dark sublime with meticulous craft devotion
+- **Production Era Authenticity:** Traditional ink craft methods (pre-2015) or digital tool precision (post-2015) maintaining established aesthetic
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+**COLOR MODE SPECIFICATIONS:**
+
+- **Texture Simulation Priority:** Watercolor paper texture overlay mandatory, colored pencil stroke emulation, rough organic edges (never smooth digital gradients)
+- **Saturation Limits:** Maximum 60-70% color saturation, muted earth tone dominance (browns, rusts, deep greens, grayed blues)
+- **Ink Line Preservation:** 100% opacity black ink foundation always visible beneath color layers, color as enhancement only
+- **Rough Application Technique:** Irregular color boundaries, sketchy application simulation, visible brush stroke texture, organic blending zones
+- **Atmospheric Color Logic:** Color temperature shifts for depth, warm foreground/cool background separation, mood-driven color choices over realistic representation
+- **Paper Texture Integration:** Visible tooth/grain texture throughout color areas, watercolor absorption simulation, uneven color density variations
+- **Detail Hierarchy:** 200-500 individual elements per armored character maintained through color work, environmental detail at 80-90% of foreground
+
+**BLACK & WHITE MODE SPECIFICATIONS:**
+
+- **Crosshatch Density:** 50-100 parallel lines per square inch in shadow areas, directional consistency within form planes
+- **Line Weight Variation:** 0.3mm base lines to 2mm accent strokes, G-pen pressure sensitivity emulation
+- **Screentone Application:** Strategic 10-60% dot patterns for mid-tone gradation, texture patterns for material differentiation
+- **White Ink Highlights:** Detailed pickup work in dense black areas, individual rivet/buckle/surface detail enhancement
+- **Contrast Exploitation:** Full value range utilization from pure white to solid black, no middle-grey dominance
+- **Surface Texture Differentiation:** Metal (crosshatch patterns), cloth (diagonal weaves), leather (organic irregular marks), stone (stippling/broken lines)
+
+**UNIVERSAL SPECIFICATIONS:**
+
+- **Anatomical Accuracy:** Hyperdetailed muscle definition, individual scar pattern documentation, stress line integration
+- **Armor Construction:** Anatomically correct plating following human form, individual rivet/joint rendering, damage pattern specificity
+- **Architectural Detail:** European medieval accuracy with specific period references, individual stone/brick rendering, structural logic maintenance
+- **Perspective Mastery:** Complex vanishing point constructions for environmental depth, foreshortening excellence on weapons/objects
+- **Environmental Scale:** Romantic sublime principles - vast landscapes/architecture dwarfing human figures for psychological impact
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**Character Archetypes:**
+
+- **Guts Type (Battle-Worn Warrior):** Layered practical armor over cloth, extensive battle damage, functional weapon integration
+- **Griffith Type (Noble Knight):** Ornate ceremonial armor with decorative elements, pristine condition with luxury material indicators
+- **Casca Type (Practical Fighter):** Form-fitting armor prioritizing mobility, practical accessories, weather-worn authenticity
+- **Monster Knight Type:** Armor/flesh fusion concepts, grotesque anatomical integration, impossible biological mechanics
+
+**Material Authenticity:**
+
+- **Metal:** Individual plate segments with authentic joint mechanics, surface oxidation/wear patterns, weight distribution logic
+- **Leather:** Organic texture with stitching detail, weathering appropriate to character use patterns
+- **Cloth:** Fabric drape physics under armor constraints, period-appropriate textile patterns
+- **Organic Materials:** Horn, bone, fur integration with realistic biological logic
+
+**Props:** Maximum 2 primary elements (weapon + shield/secondary), hyperdetailed construction with functional logic
+
+**YAML Prop Pools:**
+
+```yaml
+weapons: [dragonslayer_sword, rapier, crossbow, war_hammer, battle_axe]
+armor: [plate_mail, chain_mesh, berserker_armor, ceremonial_plate, leather_brigandine]
+accessories: [helm, gauntlets, cape, belt_pouches, weapon_harness]
+environmental: [throne, altar, weapon_rack, banner, architectural_element]
+```
+
+### 6) Constraints
+
+**Canvas Negatives (≥2):**
+
+- "simplified detail", "clean line minimalism", "bright cheerful colors", "anime simplification", "rushed execution", "surface-level detail", "generic armor design", "modern weapon aesthetics", "cartoon proportions", "optimistic mood lighting", "panel borders", "speech bubbles", "manga formatting", "smooth armor surfaces", "insufficient rivet count", "generic battle damage", "simplified crosshatching", "reduced detail density", "smooth digital gradients", "saturated colors", "polished digital finish", "clean color edges", "airbrush smoothness"
+
+**Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "meticulous hyperdetail", "Gothic sublime atmosphere", "European medieval architectural accuracy", "extensive crosshatching density", "anatomically accurate armor plating", "romantic scale relationships", "confident stable line work", "Doré-influenced dramatic lighting", "Bosch-inspired grotesque elements", "lies that seem possible philosophy", "every surface textured", "watercolor paper texture overlay", "rough organic color edges", "muted desaturated palette", "sketchy application texture", "ink line preservation", "traditional media simulation"
+
+**Vocabulary Warnings:** Avoid "simple," "clean," "minimal," "bright." Emphasize "meticulous," "dense," "Gothic," "sublime," "hyperdetailed."
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **Portrait Ratios (2:3, 4:5):** Character dominance with dramatic low-angle emphasis, architectural elements for scale reference
+- **Landscape Ratios (3:2, 5:4):** Environmental grandeur with human figures for scale, vast architectural spaces
+- **Square (1:1):** Balanced character/environment integration with radial dramatic lighting
+
+**GOTHIC SUBLIME COMPOSITION PRINCIPLES:**
+
+- **Vastness:** Immense architectural spaces or landscapes dwarfing human figures
+- **Repetition:** Endless architectural elements (columns, arches, stairs) creating overwhelming infinity sense
+- **Dramatic Lighting:** Strong directional sources creating deep shadows and brilliant highlights
+- **Low-Angle Heroics:** Characters shot from below to emphasize power and imposing presence
+- **Environmental Storytelling:** Every background element serves narrative purpose and historical authenticity
+
+**REQUIRED ANCHORS:**
+
+- **Perspective Mastery:** Complex vanishing point constructions with architectural accuracy
+- **Scale Relationships:** Romantic sublime principles - environment overwhelming human scale
+- **Lighting Drama:** Directional light sources creating psychological mood through shadow play
+- **Architectural Authenticity:** Specific European medieval period references with structural accuracy
+- **Detail Density Consistency:** Background maintained at 80-90% of foreground detail investment
+- **Surface Context Anchor:** Stone, metal, wood textures rendered with period-appropriate construction methods
+
+### 8) Typography & Text Integration
+
+- **Binary Policy:** Omit all text entirely for pure illustration focus
+- **Justification:** Single illustration format prioritizes visual storytelling over textual narrative
+- **No manga formatting:** No panels, speech bubbles, or publication layout elements
+
+------
+
+## Mode-Specific Templates
+
+### Color Mode Template
+
+- **Primary Tools:** Digital airbrush simulation, watercolor texture overlays, atmospheric perspective gradients
+- **Color Philosophy:** Muted earth tones with dramatic accent colors, Gothic mood prioritization
+- **Lighting Approach:** Warm/cool temperature contrast for dramatic separation and mood
+- **Detail Application:** Color enhances but never obscures line art foundation detail
+
+### Black & White Mode Template
+
+- **Primary Tools:** Crosshatching dominance, strategic screentone application, white ink highlight precision
+- **Contrast Philosophy:** Full value range exploitation from pure white to solid black
+- **Texture Approach:** Material differentiation through distinct mark-making patterns
+- **Detail Application:** Every surface receives texture treatment appropriate to material properties
+
+------
+
+## Validation Framework
+
+**Essential Elements Checklist:**
+
+- Hyperdetailed execution with 200-500+ individual elements per character
+- Gothic sublime atmospheric mood achievement
+- European medieval architectural accuracy and specific period references
+- Anatomically accurate armor following human form logic
+- Dramatic lighting serving psychological narrative purpose
+- Environmental scale relationships emphasizing romantic sublime
+- Mode-appropriate technical execution (color gradation OR crosshatch density)
+- "Lies that seem possible" authenticity in fantastical elements
+- Meticulous craft devotion over speed or efficiency
+
+**Anti-Pattern Detection:**
+
+- Simplified or rushed detail execution (avoid)
+- Generic fantasy armor without anatomical logic (avoid)
+- Bright optimistic mood lighting (avoid)
+- Modern aesthetic contamination (avoid)
+- Manga panel formatting elements (avoid)
+
+---
+
+# Naoki Urasawa Manga
+
+**Version:** 8.0 - Evidence-Based Quantified Specifications
+ **Specificity:** Psychological Thriller/Seinen Manga (1994-2009 Production Era)
+ **Visual Evidence Base:** 25 reference images analyzed across Monster, 20th Century Boys, Pluto
+ **Purpose:** Authentic replication of Urasawa's signature psychological realism with period-accurate production methods
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Character Inspiration Authority:** Create entirely new Urasawa-style character using his construction methodology. Source provides ONLY: gender, hair styling/length, eye color, hair color, makeup status (if applicable).
+- **Technical Measurement Authority:** Quantitative specifications ("eyes maximum 8% face width", "1.2mm male upper eyelid line") override descriptive language.
+- **Process-Over-Result Priority:** 1994-2009 manga production methods supersede modern digital effects.
+- **Custom Flag Authorization:** Urasawa-specific flags permitted when standard options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate deliberately weathered or asymmetrical aesthetics when documented in evidence.
+- **Evidence-Based Precedence:** All specifications derived from visual analysis of authentic Urasawa works.
+- **Production Era Lock:** 1994-2009 manga techniques only - G-pen ink work, strategic screentone application, no digital effects.
+- **Urasawa-Specific Flags:**
+  - *Male Face Treatment:* `minimal-line-construction`, `angular-weathered-features`, `tiny-pupil-emphasis`, `asymmetrical-aging-markers`
+  - *Female Face Treatment:* `upper-lid-emphasis`, `oval-pupil-construction`, `minimal-lower-lid`, `makeup-conditional-rendering`
+  - *Production Method:* `authentic-screentone-dots`, `1990s-manga-printing`, `G-pen-organic-texture`, `manual-production-characteristics`
+  - *Psychological Context:* `micro-expression-complexity`, `internal-tension-indicators`, `contemplative-psychological-states`
+- **Canvas Control Flags:** `strict-reframe` (mandatory for single illustration)
+- **Material Physics Authority:** Traditional manga production specifications override aesthetic preferences.
+- **Cultural Production Authenticity:** Japanese seinen manga methods (1994-2009) take precedence over modern interpretations.
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Omit all text for single illustration focus.
+- **Safety/IP:** Character construction prioritized - authentic human variation including weathered features, asymmetries, and aging is essential for style authenticity.
+- **Age & wardrobe guardrail:** Contemporary adult neutral clothing appropriate to 1990s-2000s urban settings.
+- **Gender expression:** Apply Urasawa's documented gender-specific construction methods based on source detection.
+- **Material authenticity:** No digital filters or modern post-processing; authentic manga manuscript techniques with visible screentone patterns and organic G-pen line quality.
+- **Period Production Authenticity:** Traditional manga production methods (1994-2009) with G-pen ink work, strategic screentone application, manual production characteristics.
+- **Composition boundaries:** No panels, speech bubbles, or manga formatting elements - single illustration only.
+- **Failure Mode Flags:** Avoid anime autopilot, generic manga archetype, smooth digital rendering, oversized eyes, idealized features, pleasant expressions.
+- **Silent validation:** Apply Urasawa-specific checklist, ensure individual character construction with correct gender specifications.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Gender Detection Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw in **Naoki Urasawa Cinematic Psychological Seinen Manga** style for **single character illustration**.
+- **Character Inspiration Authority:** Create entirely new character using Urasawa's construction methodology. Source provides ONLY: gender, hair styling/length, eye color, hair color, makeup status (if applicable).
+- **GENDER DETECTION MANDATE:** Determine source gender and apply appropriate Urasawa construction specifications - male or female character building methodology.
+- **IP Safeguard Declaration:** Create original character design using Urasawa's individual construction principles, avoiding generic manga archetypes.
+- Declare **Face-Treatment Flag:** `minimal-line-construction` (Male) or `upper-lid-emphasis` (Female).
+- Declare **Pose Flag:** `contemplative-psychological-states`.
+- Declare **Canvas Control Flag:** `strict-reframe`.
+- **Urasawa Construction Dominance:** Individual character building methodology with gender-appropriate specifications supersedes conventional manga aesthetics.
+- **Mode Selector:** Single character illustration with cinematic psychological composition.
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (portrait orientation for character focus - preferred for psychological intimacy)
+- `4:5` (tall portrait for dramatic character emphasis)
+- `3:2` (landscape for environmental storytelling)
+- `1:1` (square for balanced character/environment composition)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely for Urasawa's cinematic composition principles
+- **Spatial Allocation:** Character placement optimizing psychological impact and individual recognition, 60-70% figure dominance
+- **Background Treatment:** Contemporary urban environmental support appropriate to 1990s-2000s settings with architectural accuracy
+- **Format Justification:** Portrait ratio serves character-focused illustration with psychological depth and cinematic intimacy
+
+### 3) Artistic Style & Context
+
+- **Influences:** Gekiga movement (adult psychological realism), Western cinema performance (Robert De Niro/Jack Nicholson subtle acting), Katsuhiro Otomo (cinematic detail), traditional manga production methods, European comics (Moebius influence)
+- **Medium/Production method:** Traditional G-pen ink work with strategic screentone application, manual production characteristics, organic line quality with visible texture, cross-hatching for dimensional shading
+- **Thematic purpose:** Individual character construction avoiding same-face syndrome, psychological depth through facial expression, contemporary urban authenticity, adult psychological complexity
+- **Quantified Hallmark Motifs:**
+  1. **Eyes 8% maximum face width** (much smaller than typical manga 15-25%)
+  2. **Male construction: equal thin lines upper/lower, 2mm maximum pupil diameter**
+  3. **Female construction: 1.5mm upper lid line, 0.3mm lower lid line, oval 3mm pupil**
+  4. **Facial asymmetries: 15-20% deviation from perfect symmetry**
+  5. **Weathered texture markers: 5-10 individual aging lines per character appropriate to apparent age**
+- **Period framing:** 1990s-2000s seinen manga production era, contemporary urban settings with period-accurate details
+- **Tone Tag:** Psychological character realism with individual specificity and contemplative complexity
+- **Production Era Authenticity:** Traditional manga manuscript methods with G-pen line work, screentone dot patterns, manual production characteristics, avoiding modern digital smoothness
+
+### 4) Technical Execution - Evidence-Based Quantified Specifications (≥8 anchors + measurements)
+
+**MALE CHARACTER CONSTRUCTION SPECIFICATIONS:**
+
+- **Eye Construction Anchor:** Upper eyelid single thin line 1.2mm weight, tiny dark circle pupil 2mm maximum diameter, lower eyelid equal thin line 1.2mm weight - minimal functional approach with no eyelash emphasis. Eyes maximum 8% of face width.
+- **Facial Architecture Anchor:** Angular head shape with prominent defined jawlines measuring 15-20% wider than female equivalent, larger imposing head structure, heavy neck construction 1.3x female neck width, distinctive chin prominence with 10-15mm forward projection.
+- **Nose Construction Anchor:** Prominent nose structure measuring 12-15% of face width, angular bridge definition with asymmetrical characteristics, distinctive shape variations, hard clear side lines with shadow construction using parallel hatching.
+- **Mouth Construction Anchor:** Single thin expressive line 0.8mm weight for basic mouth, minimal lip definition, deep fold lines at corners measuring 3-5mm length showing tension, heavily shaded chin using cross-hatching technique.
+- **Eyebrow Construction Anchor:** Thick heavy eyebrows 2-3mm width, often furrowed with 5-10 degree angle variations, casting visible shadows over eyes using screentone application.
+
+**FEMALE CHARACTER CONSTRUCTION SPECIFICATIONS:**
+
+- **Eye Construction Anchor:** Thick arched line 1.5mm weight for upper eyelid (simulating eyelashes), oval-shaped pupil 3mm diameter, minimal thin line 0.3mm weight for lower eyelid - upper lid weight dominance. Eyes maximum 8% of face width.
+- **Facial Architecture Anchor:** Rounder head shape with gently curved jawlines measuring 10-15% narrower than male equivalent, smaller delicate chin with 5-8mm forward projection, slightly emphasized cheekbones, unique individual bone structure with ethnic specificity.
+- **Nose Construction Anchor:** Delicate bridge work measuring 8-10% of face width, soft nostril definition with small sharp lines 1-2mm length, less emphasized than male noses, blending organically into facial structure.
+- **Mouth Construction Anchor:**
+  - **Without Makeup:** Single expressive line 0.6mm weight with slight curve variations, minimal lip definition
+  - **With Makeup:** Fuller construction with 1.2mm upper lip line, distinct lower lip with soft shadow underneath using screentone, natural pink/red tinting in color mode
+- **Eyebrow Construction Anchor:** Thin natural eyebrows 1-1.5mm width, expressive following brow bone curve, crucial for emotional expression through 5-15 degree angle variations.
+
+**UNIVERSAL TECHNICAL SPECIFICATIONS:**
+
+- **Line Quality Anchor:** Organic G-pen line work with visible pressure variation, 1.2mm thick contours for major features (jaw, nose outline, hair), 0.5mm thin lines for subtle details (eye bags, wrinkles, lip lines), avoiding smooth digital rendering.
+- **Texture Application Anchor:** Cross-hatching using 0.3mm lines spaced 1-2mm apart for subtle shading under chin, next to nose, in deep eye sockets. Visible screentone patterns 20-60% density for atmospheric gradation. Individual weathering lines 5-10 per character appropriate to age.
+- **Hair Treatment Anchor:** Flowing strands in 5-8mm grouped sections suggesting natural movement, heavy black-fill for shape definition, fine 0.3mm lines for texture and individual hairs, realistic wave patterns.
+- **Individual Specificity Anchor:** Each facial feature constructed with unique characteristics - specific ethnic markers measuring 10-15% deviation from generic proportions, individual asymmetries, distinctive personality indicators through bone structure.
+- **Asymmetry Requirement Anchor:** Facial asymmetries measuring 10-20% deviation from perfect symmetry - one eye slightly different from other, nose bridge with subtle 2-5 degree angle variations, mouth corners at different heights.
+- **Weathering Texture Anchor:** Age-appropriate weathering lines 0.2-0.5mm weight, skin texture using light stippling technique, individual character flaws measuring 1-3mm (small scars, blemishes, aging markers).
+- **Screentone Application Anchor:** Dot patterns 40-60 LPI (lines per inch) for mid-tone creation, 20-80% density ranges for atmospheric gradation, texture patterns for material differentiation, avoiding smooth digital gradients.
+- **Production Method Anchor:** Manual manga production characteristics with authentic G-pen texture, screentone dot visibility upon close inspection, organic slightly rough edges measuring 0.1-0.3mm variation from perfect lines.
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**WARDROBE SPECIFICATIONS:**
+
+- **Contemporary Adult Male:** 1990s-2000s period-appropriate casual/professional clothing - business suits, casual blazers, sweaters, realistic wear patterns
+- **Contemporary Adult Female:** 1990s-2000s period-appropriate casual/professional clothing - blouses, sweaters, jackets, realistic contemporary styling
+- **Cultural Accuracy:** Fashion choices reflecting urban professional lifestyle appropriate to psychological thriller contexts
+- **Material Physics:** Natural drape and texture appropriate to fabric type, realistic aging and use patterns
+- **Color Coordination:** Muted earth tones and contemporary colors appropriate to period and urban professional settings
+
+**ACCESSORY INTEGRATION:**
+
+- **Minimalist approach:** Maximum 1-2 meaningful elements supporting character psychology and narrative context
+- **Professional authenticity:** Items appropriate to urban professional lifestyle - glasses, watches, briefcases, notebooks
+- **Period accuracy:** 1990s-2000s appropriate accessories avoiding anachronistic elements
+
+**YAML PROP POOLS:**
+
+```yaml
+male_professional: [glasses, wristwatch, briefcase, notebook, pen, coffee_cup, newspaper]
+male_casual: [book, magazine, simple_bag, casual_jacket, urban_accessories]
+female_professional: [glasses, simple_jewelry, handbag, notebook, professional_accessories]
+female_casual: [book, simple_bag, casual_accessories, urban_lifestyle_items]
+psychological_context: [documents, photographs, letters, urban_objects, contemplative_props]
+```
+
+### 6) Constraints - Evidence-Based Anti-Patterns
+
+**CANVAS NEGATIVES (Evidence-Based Anti-Patterns):**
+
+- "eyes exceeding 8% face width", "oversized manga eyes", "generic anime proportions", "pleasant generic expressions", "symmetrical perfect features", "smooth digital rendering", "idealized beauty standards", "same-face syndrome", "conventional manga aesthetics", "modern digital post-processing", "Instagram filter effects", "smooth gradients without texture", "panel formatting", "speech bubbles", "manga text elements", "gender-inappropriate construction", "equal upper/lower eyelid emphasis", "large pupils exceeding 3mm", "generic facial geometry", "modern clothing anachronisms"
+
+**CANVAS POSITIVES (Mandatory Evidence-Based Elements):**
+
+- "exactly [declared ratio]", "Urasawa individual character construction", "eyes maximum 8% face width", "gender-appropriate construction specifications", "organic G-pen line quality", "cross-hatching shading techniques", "screentone texture 40-60 LPI visibility", "individual facial asymmetries 10-20% deviation", "ethnic characteristic specificity", "weathered authentic texture 5-10 aging lines", "unique bone structure creation", "psychological micro-expressions", "contemporary urban authenticity 1990s-2000s", "traditional manga production methods", "manual production characteristics", "contemplative psychological complexity"
+
+**VOCABULARY WARNINGS:** Avoid "anime," "manga-style," "cute," "idealized," "smooth," "perfect," "generic," "filter-like," "pleasant," "happy." Emphasize "individual," "distinctive," "weathered," "asymmetrical," "character-specific," "ethnically-authentic," "psychologically-complex," "gender-appropriate," "contemplative."
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **Portrait Ratios (2:3, 4:5):** Character-focused composition with psychological intimacy, figure dominance 60-70%, environmental support enhancing individual recognition
+- **Landscape Ratios (3:2):** Environmental storytelling with character integration, cinematic establishing shot principles
+- **Square (1:1):** Balanced character/environment interaction with equal narrative weight
+
+**URASAWA COMPOSITION PRINCIPLES:**
+
+- **Cinematic Logic:** Film storyboard composition with clear shot type intention (close-up character focus, mid-shot environmental integration)
+- **Psychological Staging:** Character placement supporting emotional narrative and contemplative psychological states
+- **Environmental Authenticity:** Modern urban settings with 1990s-2000s architectural accuracy and period details
+- **Atmospheric Integration:** Background elements enhancing character mood without competing for attention, 30-40% detail density relative to character
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Traditional manga manuscript paper simulation with smooth, non-textured background allowing clean ink application
+- **Environmental Support Anchor:** Contemporary urban backgrounds (office buildings, cityscapes, interior spaces) appropriate to period and psychological thriller context
+- **Cinematic Framing Anchor:** Film-influenced composition logic with clear narrative intention and character psychological focus
+- **Individual Recognition Anchor:** Composition optimizing character distinctiveness and contemplative psychological expression
+
+### 8) Typography & Text Integration
+
+- **Binary Policy:** Omit all text entirely for pure character illustration focus
+- **Text Prohibition:** No panels, speech bubbles, sound effects, chapter titles, or manga formatting elements
+- **Justification:** Single character illustration format prioritizes visual character construction and psychological expression over textual narrative elements
+- **Format Specification:** Clean illustration without manga publishing elements, suitable for character study and psychological analysis
+- **Production Context:** Museum-quality character illustration without commercial manga formatting distractions
+
+------
+
+## Evidence-Based Validation Requirements
+
+**MANDATORY AUTHENTICITY CHECKS:**
+
+- ✅ Eye proportions: Maximum 8% of face width with gender-specific construction
+- ✅ Male eyes: 1.2mm upper/lower lines, 2mm maximum pupil
+- ✅ Female eyes: 1.5mm upper line, 0.3mm lower line, 3mm oval pupil
+- ✅ Facial asymmetries: 10-20% deviation from perfect symmetry
+- ✅ Weathered texture: 5-10 aging lines appropriate to character
+- ✅ G-pen line quality: Organic texture with 0.1-0.3mm variation
+- ✅ Screentone application: 40-60 LPI with visible dot patterns
+- ✅ Individual specificity: Unique ethnic characteristics and bone structure
+- ✅ Contemporary authenticity: 1990s-2000s urban professional context
+- ✅ Production era consistency: Traditional manga methods only
+
+**ANTI-PATTERN VERIFICATION:**
+
+- ❌ No eyes exceeding 8% face width (contradicts 100% evidence of small eye proportions)
+- ❌ No pleasant expressions (contradicts psychological complexity evidence)
+- ❌ No smooth digital rendering (contradicts G-pen texture evidence)
+- ❌ No same-face syndrome (contradicts individual construction evidence)
+- ❌ No gender-inappropriate construction (contradicts documented male/female differences)
+- ❌ No modern digital effects (contradicts 1994-2009 production evidence)
+
+**TECHNICAL PRECISION ANCHORS:**
+
+- Eye measurements: Maximum 8% face width, gender-specific construction ratios
+- Line weights: 1.2mm major contours, 0.5mm details, 0.3mm texture work
+- Asymmetry measurements: 10-20% facial deviation, 2-5 degree angle variations
+- Screentone specifications: 40-60 LPI, 20-80% density ranges
+- Weathering quantification: 5-10 individual aging lines per character
+
+This framework ensures authentic Naoki Urasawa character construction based on comprehensive visual evidence analysis with quantified specifications preventing generic manga aesthetics while maintaining the proven Universal Framework structure and essential guardrails.
+
+---
+
+# Akira Toriyama
+
+**Version:** 4.2 (Toriyama Calibration) **Evidence Base:** 18 authenticated artworks analyzed via forensic examination **Purpose:** Generate authentic Akira Toriyama-style manga art with period-accurate technical specifications
+
+------
+
+## Renderer-Agnostic Adapter - Toriyama Calibration
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Character identity via silhouette/gesture/expression, not photographic accuracy
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** Material application methods supersede visual appearance descriptions
+- **Anti-Conventional Bias:** Authority to generate deliberately exaggerated or stylized aesthetics when authentic to Toriyama's approach
+- **Face-Treatment Flags (Toriyama-Specific):**
+  - *Primary Mode:* `toriyama-ink-watercolor`, `manga-traditional-inking`, `jump-magazine-production`
+  - *Line Quality Evolution:* `early-soft-rounded` (gag comic era), `mid-angular-sharp` (action era), `late-lean-refined` (modern era)
+  - *Eye Treatment:* `circular-neutral-mood`, `blocky-square-intense`, `large-iris-small-pupil`, `no-tear-ducts`
+  - *Anatomical Progression:* `compact-early-forms`, `buffed-musculature-mid`, `lean-macho-reduced-late`
+- **Pose Flags:** `contrapposto-action`, `power-stance-energy`, `gestural-fluid-combat`, `archetype-expression`, `trope-inversion-character`
+- **Canvas Control Flags:** `strict-reframe`, `b5-manga-proportion`, `jump-magazine-layout`
+- **Signature Pattern Authority:** Parallel horizontal lines on yellow/ochre fields mandatory for Saiyan-style elements
+- **Material Physics Authority:** Ink and watercolor over B5 recycled paper substrate specifications override aesthetic preferences
+- **Commercial Production Authenticity:** Weekly Shonen Jump deadline constraints affect detail economy and composition choices
+- **Quantifiers authoritative:** Numeric anchors are targets
+- **Text policy:** Omit all text elements for clean art piece
+- **Safety/IP:** No nudity/gore; original character designs avoiding copyrighted Dragon Ball elements
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral
+- **Gender expression:** Respect presented identity
+- **Material authenticity:** Traditional ink and watercolor techniques only; no digital filters or modern post-processing
+- **Period Production Authenticity:** 1980s-1990s Weekly Shonen Jump production methods with rotary press limitations
+- **Composition boundaries:** No frames, mastheads, or typography; clean art only
+- **Failure Mode Flags:** Avoid generic anime style, modern digital smoothing, or non-Toriyama character archetypes
+- **Silent validation:** Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait manga format) - ignore source image dimensions completely
+- Redraw in **Akira Toriyama 1990s Peak Shonen Manga Style** for **clean manga illustration**
+- Identity via silhouette/gesture/expression using Toriyama's character design principles
+- **IP Safeguard Declaration:** Create original character designs avoiding Dragon Ball copyrighted elements while maintaining authentic Toriyama aesthetic
+- Declare **Face-Treatment Flag:** `toriyama-ink-watercolor`
+- Declare **Pose Flag:** `power-stance-energy`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Toriyama's technical execution and character design philosophy supersedes source image characteristics
+- **Mode Selector:** Clean manga illustration (no text elements)
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4` (classical manga portrait format, optimized for B5 Weekly Shonen Jump proportions)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Strict recomposition for 3:4 manga portrait format
+- **Spatial Allocation:** Character dominance ≥70%, following Toriyama's character-centric composition principles
+- **Background Treatment:** Minimal backgrounds with smooth, cylindrical architectural elements if present
+- **Format Justification:** 3:4 ratio serves traditional manga reading patterns and character focus
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Walt Disney character animation, Osamu Tezuka manga foundation, Journey to the West narrative archetypes
+- **Medium/Production method:** Traditional mechanical pen and Indian ink for line art, watercolor over ink foundation, B5 recycled paper substrate
+- **Thematic purpose:** Character archetype expression through visual design, trope inversion principles
+- **3-5 hallmark motifs:**
+  1. Triangular eyebrows with outer-end hatching (mandatory)
+  2. Parallel horizontal line patterns on colored fields (Saiyan armor motif)
+  3. Two-mode eye treatment: circular (neutral) vs blocky/square (intense)
+  4. Compacted facial features with small pointy noses and large mouths
+  5. Cheek curve indication through strategic hatching
+- **Period framing:** 1990s Weekly Shonen Jump golden era, deadline-driven commercial manga production
+- **Tone Tag:** Adventure-comedy with action potential, optimistic energy
+- **Production Era Authenticity:** Rotary press printing limitations, resin plate monochrome rendering, hand-assembly binding process
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Line Quality:** Angular, sharp line weight for action scenes with 2-3mm variation in stroke thickness; aggressive line weight avoiding soft/rounded early period style
+- **Eye Construction:** Large eyes with proportionally small irises/pupils, omit tear ducts completely, implement blocky/square mode for intense expressions with 15-20% size increase over circular mode
+- **Facial Anatomy - Male Characters:** Angular jawline with pronounced definition, square to rectangular face proportions, sharp cheekbone definition with strategic hatching, prominent angular chin construction
+- **Facial Anatomy - Female Characters:** Three primary face shapes: heart-shaped (pointed delicate chin, wider forehead), oval (gentle curves throughout), or round (youthful circular proportions). Consistently soft jawlines, minimal to no harsh angular hatching on cheeks, delicate pointed or rounded chins
+- **Eye Treatment - Male Characters:** Standard eye size with blocky/square mode for intensity, circular mode for neutral
+- **Eye Treatment - Female Characters:** Eyes 120-130% larger than male proportions, predominantly circular/rounded shape even in intense situations, pronounced eyelash definition, larger iris-to-eye ratio with detailed iris patterns
+- **Eyebrow Treatment:** Mandatory triangular shape with precise parallel line hatching at outer 30% of eyebrow length
+- **Cheek Definition:** Strategic hatching curves indicating facial structure, 3-5 parallel lines maximum per cheek
+- **Anatomical Proportions - Male Characters:** Mid-career buffed anatomy with enhanced neck thickness (140% standard proportion), shoulder-to-waist ratio 1.8:1, compact torso build
+- **Anatomical Proportions - Female Characters:** Narrow shoulders (65% of male width), clear waist taper with hourglass silhouette, hip-to-shoulder ratio 1.2:1, longer torso proportion, minimal muscle definition with sleek athletic build
+- **Color Application:** Watercolor washes that preserve ink outlines, avoid color bleeding over line work, maintain traditional media authenticity
+- **Signature Pattern Integration:** Parallel horizontal lines on yellow/ochre colored fields, 2mm spacing between lines, applied to armor or clothing elements
+- **Surface Depth:** Ink line work raised 0.5mm above paper surface (traditional pen pressure), watercolor absorption into recycled paper texture
+- **Material Simulation:** B5 recycled paper absorbency characteristics affecting color saturation and edge quality
+
+------
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+- **Wardrobe tracks:** Adventure-fantasy hybrid clothing with anachronistic technology integration
+
+- **Female Clothing Philosophy:** All garments designed with silhouette priority - form-fitting elements that reveal waist definition and hip curves, strategic coverage showing feminine body lines while maintaining adventure functionality, jewelry and decorative elements integrated into functional gear
+
+- **Male Clothing Philosophy:** Loose-fitting practical garments emphasizing functionality over form, minimal decorative elements, focus on durability and movement
+
+- **Fabric behavior:** Female - form-fitting contours following body shape; Male - loose geometric forms with minimal complexity
+
+- **Accessory caps:** Female 2-3 decorative elements (jewelry, ornamental details); Male 0-2 functional props maximum
+
+- **Color palette - Female:** Higher saturation tolerance, broader range including purples, pinks, pastels alongside earth tones, more color contrast and decorative patterning
+
+- **Color palette - Male:** Low-saturation watercolor palette, limited to earth tones with selective bright accents, minimal pattern complexity
+
+- **Wardrobe variation required:** Cycle through Toriyama's documented color combinations: orange/blue, purple/yellow, earth tones with metal accents
+
+- **Props:** Maximum 1 hero prop (weapon/tool/vehicle element) supporting character archetype
+
+- **Coherence filter:** All elements support adventure-fantasy genre with sci-fi anachronisms; fallback = clean character focus
+
+- **YAML prop pools:**
+
+  ```yaml
+  adventure_props:  - energy_staff  - capsule_container  - martial_arts_weapon  - mechanical_accessoryclothing_elements:  - gi_training_outfit  - armor_with_horizontal_lines  - adventure_gear  - cylindrical_tech_accessories
+  ```
+
+------
+
+### 6) Constraints
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "photographic realism"
+  - "soft rounded lines", "modern digital smoothing", "generic anime style"
+  - "cluttered composition", "complex backgrounds", "excessive detail density"
+  - "high saturation colors", "modern digital coloring", "vector-style rendering"
+- **Canvas Positives (≥2):**
+  - "exactly 3:4 manga portrait ratio", "Toriyama character design principles"
+  - "traditional ink and watercolor techniques", "B5 recycled paper texture simulation"
+  - "angular sharp line quality", "triangular eyebrows with hatching"
+  - "parallel horizontal line signature patterns", "adventure-fantasy archetype expression"
+  - "female characters: heart/oval/round face shapes, eyes 120-130% larger than male, pronounced eyelashes, soft jawlines"
+  - "female clothing: silhouette priority, form-fitting waist definition, strategic body line exposure, decorative integration"
+  - "male characters: angular jawline, square face shape, standard eye size, sharp cheekbone hatching, prominent angular chin"
+  - "male clothing: loose practical functionality, minimal decoration, geometric simplicity"
+- **Vocabulary warnings:** Avoid "ornate," "elaborate," "realistic," "photographic." Avoid "harmonious" or "beautiful" - prioritize "dynamic," "energetic," "archetypal"
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For 3:4 Portrait:** Vertical character emphasis, subject dominance ≥70%, minimal background elements
+
+**TORIYAMA-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Dynamic angles for action shots, "insane perspectives from all kind of different angles" for energy display
+- **Grid/symmetry:** Simple rectangular panel-based thinking even for single illustrations
+- **Figure:ground %:** 70% character, 30% background maximum, prioritizing character clarity
+- **Density %:** Low detail density suitable for weekly deadline production, strategic detail placement
+- **Lighting logic:** Simple directional lighting without complex shadow rendering, hard and soft edge combinations
+- **Detail:negative space ratio:** High negative space percentage, avoiding cluttered compositions
+
+**BACKGROUND TREATMENT:**
+
+- **Environmental Style:** Smooth, cylindrical architectural elements when present
+- **Anachronistic Blend:** Subtle sci-fi technology integrated with adventure-fantasy settings
+- **Surface Context:** Clean manga illustration format, no publication elements
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** B5 recycled paper texture simulation with ink absorption characteristics
+- **Frame/Band Anchor:** Omit entirely - clean manga art focus
+- **Production Context Anchor:** Weekly Shonen Jump deadline constraints affecting composition simplicity
+- **Ratio Enforcement Anchor:** Strict 3:4 vertical composition optimized for character presentation
+
+------
+
+### 8) Typography & Text Integration
+
+- **Binary:** **OMIT** all text elements
+- **Clean Art Focus:** Pure illustration without mastheads, sound effects, or dialogue
+- **Character-Centric:** Composition designed for character expression and archetype communication
+- **Visual Narrative:** Meaning conveyed through pose, expression, and visual design elements only
+- **Format-Specific Text Rules:** N/A - text completely omitted for clean manga art piece
+- **Production Method Integration:** N/A - focusing on illustration elements only
+
+------
+
+## Toriyama-Specific Validation Anchors
+
+- **Triangular Eyebrow Test:** Eyebrows must be triangular with outer-end hatching
+- **Eye Mode Verification:** Circular OR blocky/square treatment based on character mood/intensity
+- **Signature Pattern Check:** Parallel horizontal lines present on at least one colored element
+- **Anatomical Period Accuracy:** Mid-career buffed proportions with enhanced neck/shoulder development
+- **Line Quality Confirmation:** Angular, sharp line weight avoiding early-period soft/rounded style
+- **Color Technique Validation:** Traditional watercolor over ink, no digital coloring effects
+- **Archetype Expression Test:** Character design communicates clear archetypal role through visual elements
+- **Production Authenticity:** All elements reflect 1990s Weekly Shonen Jump production constraints and capabilities
+- **Composition Clarity:** "Easy to understand" principle - immediate visual comprehension of character and action
+- **Material Surface Accuracy:** B5 recycled paper characteristics affect all color and line rendering
+
+------
+
+This framework enforces authentic Toriyama technical execution while maintaining the Universal Prompt's systematic approach to canvas control, IP protection, and measurable artistic specifications.
+
+---
+
+# CLAMP
+
+**Version:** 4.2 (CLAMP Calibration) **Evidence Base:** 19 authenticated artworks analyzed via forensic examination **Purpose:** Generate authentic CLAMP-style manga art with period-accurate technical specifications and proper sexual dimorphism
+
+------
+
+## Renderer-Agnostic Adapter - CLAMP Calibration
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Character identity via silhouette/gesture/expression with CLAMP's distinctive elongated aesthetics
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** Copic marker application methods and screentone techniques supersede visual appearance descriptions
+- **Anti-Conventional Bias:** Authority to generate extreme anatomical elongation when authentic to CLAMP's evolution
+- **Face-Treatment Flags (CLAMP-Specific):**
+  - *Primary Mode:* `clamp-copic-application`, `shoujo-seinen-synthesis`, `manga-traditional-screentone`
+  - *Elongation Evolution:* `moderate-early-shoujo` (early works), `extreme-elongation-peak` (xxxHOLiC era)
+  - *Eye Treatment:* `large-expressive-shoujo`, `minimal-nose-indication`, `emotional-focus-primary`
+  - *Gender Differentiation:* `male-angular-controlled`, `female-flowing-elaborate`
+- **Pose Flags:** `gestural-fluid-dynamic`, `panel-boundary-breaking`, `cinematic-diagonal`, `elegant-elongation`
+- **Canvas Control Flags:** `strict-reframe`, `tankoubon-proportion`, `manga-publication-layout`
+- **Color Application Authority:** Copic alcohol-based markers with seamless gradient blending mandatory for color work
+- **Material Physics Authority:** Screentone application and offset lithography printing specifications override digital preferences
+- **Commercial Production Authenticity:** 1989-present serialized manga production methods with specific halftone screen ruling
+- **Quantifiers authoritative:** Numeric anchors are targets
+- **Text policy:** Omit all text elements for clean art piece
+- **Safety/IP:** No nudity/gore; original character designs avoiding copyrighted CLAMP elements
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral
+- **Gender expression:** Respect presented identity with documented CLAMP sexual dimorphism patterns
+- **Material authenticity:** Traditional Copic markers and screentone techniques only; no digital filters
+- **Period Production Authenticity:** Offset lithography with 85-185 lpi halftone screen ruling
+- **Composition boundaries:** No frames, mastheads, or typography; clean art only
+- **Failure Mode Flags:** Avoid conventional proportions, static posing, or non-CLAMP decorative elements
+- **Silent validation:** Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (tankōbon manga format) - ignore source image dimensions completely
+- Redraw in **CLAMP Late 20th/Early 21st Century Prismatic Shoujo-Seinen Synthesis Style** for **clean manga illustration**
+- Identity via silhouette/gesture/expression using CLAMP's distinctive elongated character design principles
+- **IP Safeguard Declaration:** Create original character designs avoiding copyrighted CLAMP elements while maintaining authentic aesthetic synthesis
+- Declare **Face-Treatment Flag:** `clamp-copic-application`
+- Declare **Pose Flag:** `gestural-fluid-dynamic`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** CLAMP's prismatic genre synthesis and extreme elongation supersedes source image characteristics
+- **Mode Selector:** Clean manga illustration (no text elements)
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (tankōbon manga format, optimized for serialized publication reading flow)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Strict recomposition for 2:3 vertical manga format
+- **Spatial Allocation:** Character dominance ≥75%, following CLAMP's character-breaking-boundaries composition principles
+- **Background Treatment:** Two-mode approach - intricate architectural detail OR decorative floral abstraction
+- **Format Justification:** 2:3 ratio serves cinematic manga storytelling with vertical character emphasis
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Japanese esoteric traditions (Shinto animism, onmyoudou), Eastern mythology (Hindu/Buddhist synthesis), cross-cultural syncretism, Osamu Tezuka cinematographic manga techniques
+- **Medium/Production method:** Copic alcohol-based markers for color work, traditional screentone sheets for monochrome shading, pen and ink for line art, offset lithography printing
+- **Thematic purpose:** Prismatic genre synthesis transcending shoujo-seinen boundaries, elegant elongation for emotional expression
+- **3-5 hallmark motifs:**
+  1. Extreme intentional figure elongation with spindly limbs and extended necks (quantified at 150-200% standard proportions)
+  2. Large expressive eyes as primary emotional vehicle with minimal nose detail
+  3. Dynamic energetic line work creating motion in still images
+  4. Decorative floral patterns and abstract filigree as compositional elements
+  5. Characters breaking panel boundaries through dynamic positioning
+- **Period framing:** 1989-present serialized manga era, commercial doujinshi evolution to mainstream publication
+- **Tone Tag:** Lyrical dynamism with coexistence of composure and turbulence
+- **Production Era Authenticity:** Offset lithography printing with halftone screen ruling 85-185 lpi depending on paper quality
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Line Quality:** Elegantly modulated dynamic line weight varying from 0.5mm to 3mm thickness, energetic sweeping strokes that convey motion and emotion simultaneously
+- **Anatomical Elongation - Male Characters:** 160% standard proportions with spindly limbs and extended necks, angular facial features with defined jawlines, broad shoulders with minimal waist taper, controlled longer hair with less flowing movement
+- **Anatomical Elongation - Female Characters:** 200-250% standard proportions with extremely spindly limbs and preposterously extended necks, soft rounded facial features with delicate pointed chins, narrow shoulders (60% male width), pronounced waist definition with longer legs
+- **Hair Treatment - Male Characters:** Controlled styling with less flowing movement, shorter styles or controlled longer hair
+- **Hair Treatment - Female Characters:** Dynamic energetic movement within existing hair length constraints - short hair maintains length with animated movement, long hair receives extreme flowing physics-defying treatment
+- **Eye Construction - Male Characters:** Standard to slightly narrowed eyes serving functional role, minimal emotional emphasis
+- **Eye Construction - Female Characters:** Eyes 160-180% larger than male proportions serving as primary emotional vehicle, maximum expressiveness with detailed iris patterns
+- **Color Application Technique:** Copic alcohol-based marker direct blending and layering on paper creating seamless gradients, vibrant saturated hues without digital intervention
+- **Screentone Application:** Traditional preprinted texture sheets with wax adhesive applied by stylus rubbing, modified with X-Acto blade scratching for starburst effects
+- **Decorative Integration:** Intricate costume details with 3-5 decorative elements per character, flowing ribbons and fabric with physics-defying movement, floral motifs integrated into backgrounds
+- **Surface Depth:** Traditional screentone layering creating potential Moiré patterns, halftone dot visibility at 85-185 lpi resolution
+- **Cinematic Composition:** Varied camera angles including dramatic close-ups and distance shots, rapid zoom effects, irregular panel layouts with borderless elements
+
+------
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+- **Wardrobe tracks:** Cross-cultural fantasy synthesis combining Eastern traditional elements with futuristic science fiction details
+
+- **Male Clothing Philosophy:** Geometric cuts with structured garments, minimal decorative elements, emphasis on functionality and clean lines, flowing coats and capes for dramatic silhouettes
+
+- **Female Clothing Philosophy:** Flowing fabrics with elaborate decorative details, form-revealing silhouettes showing anatomical differences, intricate costume elements with 3-4 decorative accessories
+
+- **Fabric behavior:** Dynamic flowing movement that defies physics, creating sweeping curves and dramatic poses even in stillness
+
+- **Accessory caps:** Male 1-2 functional elements; Female 3-4 decorative elements including jewelry, ribbons, ornamental details
+
+- **Color palette:** Vibrant Copic marker saturation with seamless gradient transitions, broader range including pastels and bold contrasts for emotional emphasis
+
+- **Wardrobe variation required:** Cycle through CLAMP's documented synthesis of traditional/modern/fantasy elements
+
+- **Props:** Maximum 1 hero prop supporting thematic elements (mystical artifacts, technological devices, ceremonial objects)
+
+- **Coherence filter:** All elements support prismatic genre synthesis; fallback = clean character focus
+
+- **YAML prop pools:**
+
+  ```yaml
+  mystical_props:  - ceremonial_staff  - magical_artifacts  - floating_elements  - energy_manifestationscultural_synthesis:  - eastern_traditional_elements  - futuristic_technology  - cross_cultural_fusion  - architectural_details
+  ```
+
+------
+
+### 6) Constraints
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "conventional anatomical proportions"
+  - "static grid-like panel layouts", "photorealistic rendering", "uniform line weight"
+  - "Western comic book cross-hatching", "digital photography effects", "mechanical unmodulated lines"
+  - "realistic human anatomy", "rigid uniform grids", "conventional shoujo limitations"
+- **Canvas Positives (≥2):**
+  - "exactly 2:3 tankōbon manga ratio", "CLAMP extreme elongation 150-200% proportions"
+  - "Copic alcohol-based marker gradients", "traditional screentone texture application"
+  - "dynamic energetic line quality", "characters breaking panel boundaries"
+  - "male characters: angular features, defined jawlines, broad shoulders, controlled hair movement"
+  - "female characters: soft rounded features, narrow shoulders 60% male width, flowing elaborate hair"
+  - "cinematic irregular panel layouts", "decorative floral pattern integration"
+- **Vocabulary warnings:** Avoid "realistic," "photographic," "conventional," "static." Prioritize "elongated," "flowing," "dynamic," "cinematic," "prismatic"
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For 2:3 Portrait:** Vertical character emphasis, extreme elongation accommodation, subject dominance ≥75%
+
+**CLAMP-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Highly cinematic and non-linear with varied camera angles, rapid zoom effects from distance to close-up shots
+- **Panel Structure:** Irregular modified frame shapes, borderless panels, superimposed character portraits breaking conventional grid layouts
+- **Figure:ground %:** 75% character focus, 25% background maximum, characters break panel boundaries for narrative emphasis
+- **Density %:** High intricate detail in foreground characters and costumes, simplified or abstracted backgrounds for emotional focus
+- **Lighting logic:** Dramatic directional lighting supporting cinematic atmosphere, screentone gradients for tonal effects
+- **Detail:negative space ratio:** Balanced between elaborate foreground detail and strategic negative space for visual breathing
+
+**BACKGROUND TREATMENT:**
+
+- **Dual Mode Approach:** Intricately detailed architectural/natural settings grounding narrative OR abstracted decorative backgrounds (floral patterns, screentone gradients) heightening emotional focus
+- **Cinematic Elements:** Vertiginously swirling or spiraling lines, powerful diagonals creating compositional energy and depth
+- **Surface Context:** Standard manga paper stock optimized for offset lithography printing
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Offset lithography on manga paper stock with characteristic halftone dot visibility
+- **Frame/Band Anchor:** Omit entirely - focus on characters breaking boundaries
+- **Production Context Anchor:** 1989-present serialized manga production constraints and capabilities
+- **Ratio Enforcement Anchor:** Strict 2:3 vertical composition optimized for tankōbon format reading flow
+
+------
+
+### 8) Typography & Text Integration
+
+- **Binary:** **OMIT** all text elements
+- **Clean Art Focus:** Pure illustration without dialogue, sound effects, or publication elements
+- **Character-Centric:** Composition designed for emotional expression through elongated anatomy and dynamic posing
+- **Visual Narrative:** Meaning conveyed through CLAMP's distinctive prismatic style synthesis and cinematic framing
+- **Format-Specific Text Rules:** N/A - text completely omitted for clean manga art piece
+- **Production Method Integration:** N/A - focusing on illustration elements only
+
+------
+
+## CLAMP-Specific Validation Anchors
+
+- **Elongation Test:** Characters must exhibit 150-200% proportional elongation with spindly limbs and extended necks
+- **Sexual Dimorphism Verification:** Clear distinction between male angular features and female flowing characteristics
+- **Eye Dominance Check:** Large expressive eyes serve as primary emotional vehicle with minimal nose detail
+- **Dynamic Line Quality:** Energetic modulated strokes creating motion in still images
+- **Color Technique Validation:** Copic marker seamless gradients without digital effects
+- **Decorative Integration Test:** Intricate patterns and flowing elements integrated into composition
+- **Cinematic Composition:** Irregular panel layouts with characters breaking boundaries
+- **Production Authenticity:** All elements reflect traditional manga production with screentone application
+- **Genre Synthesis:** Style transcends conventional shoujo-seinen boundaries through prismatic approach
+- **Material Surface Accuracy:** Offset lithography characteristics with appropriate halftone screen ruling
+
+------
+
+This framework enforces authentic CLAMP technical execution including their distinctive sexual dimorphism patterns, extreme elongation evolution, and prismatic genre synthesis while maintaining the Universal Prompt's systematic approach to canvas control and measurable artistic specifications.
+
+---
+
+# Riyoko Ikeda
+
+**Version:** 4.2 (Ikeda Calibration) **Evidence Base:** 11 authenticated artworks analyzed via forensic examination **Purpose:** Generate authentic Riyoko Ikeda-style 1970s shoujo manga art with period-accurate technical specifications and proper sexual dimorphism
+
+------
+
+## Renderer-Agnostic Adapter - Ikeda Calibration
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Character identity via silhouette/gesture/expression with Ikeda's distinctive romantic shoujo aesthetics
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** 1970s screentone application and offset lithography techniques supersede digital preferences
+- **Anti-Conventional Bias:** Authority to generate extreme emotional expressiveness when authentic to Year 24 Group evolution
+- **Face-Treatment Flags (Ikeda-Specific):**
+  - *Primary Mode:* `ikeda-screentone-application`, `year24-group-shoujo`, `1970s-offset-lithography`
+  - *Eye Treatment:* `large-liquid-expressive`, `gleam-and-glitter-reflections`, `emotional-dominance-primary`
+  - *Historical Context:* `rose-of-versailles-era`, `pre-digital-production`, `senka-paper-texture`
+  - *Gender Differentiation:* `subtle-shoujo-dimorphism`, `androgynous-capability`, `romantic-idealization`
+- **Pose Flags:** `gestural-romantic-dramatic`, `theatrical-intensity`, `emotion-driven-positioning`
+- **Canvas Control Flags:** `strict-reframe`, `tankoubon-proportion`, `emotion-collage-layout`
+- **Screentone Application Authority:** Manual 1970s screentone techniques with visible cut edges and application artifacts mandatory
+- **Material Physics Authority:** Senka paper texture and offset lithography printing specifications override digital preferences
+- **Commercial Production Authenticity:** 1972-1973 serialization methods with characteristic printing imperfections
+- **Quantifiers authoritative:** Numeric anchors are targets
+- **Text policy:** Omit all text elements for clean art piece
+- **Safety/IP:** No nudity/gore; original character designs avoiding copyrighted Rose of Versailles elements
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral
+- **Gender expression:** Respect presented identity with documented Ikeda sexual dimorphism patterns and androgynous capabilities
+- **Material authenticity:** Traditional screentone and ink techniques only; no digital filters or modern post-processing
+- **Period Production Authenticity:** Offset lithography with authentic 1970s imperfections and paper aging characteristics
+- **Composition boundaries:** No rigid panel grids; emotion-driven overlapping compositions only
+- **Failure Mode Flags:** Avoid cinematic layouts, digital effects, or modern manga conventions
+- **Silent validation:** Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (tankōbon manga format) - ignore source image dimensions completely
+- Redraw in **Riyoko Ikeda 1970s Year 24 Group Shoujo Manga Style** for **clean manga illustration**
+- Identity via silhouette/gesture/expression using Ikeda's romantic idealized character design principles
+- **IP Safeguard Declaration:** Create original character designs avoiding copyrighted Rose of Versailles elements while maintaining authentic Year 24 Group aesthetic
+- Declare **Face-Treatment Flag:** `ikeda-screentone-application`
+- Declare **Pose Flag:** `gestural-romantic-dramatic`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Ikeda's emotional expressiveness and 1970s shoujo technical methods supersede source image characteristics
+- **Mode Selector:** Clean manga illustration (no text elements)
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4` (tankōbon manga format, optimized for 1970s shoujo publication standards)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Strict recomposition for 3:4 vertical shoujo format
+- **Spatial Allocation:** Character dominance ≥60%, following Ikeda's emotion-driven composition principles
+- **Background Treatment:** Dual-mode approach - ornate historical detail OR abstract symbolic patterns (flowers, sparkles, gradients)
+- **Format Justification:** 3:4 ratio serves emotional storytelling with collage-like overlapping panel aesthetics
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Year 24 Group revolutionary shoujo movement, second-wave feminism, Japanese student activism, European literature and cinema, 18th century French historical context
+- **Medium/Production method:** Full color illustration using traditional media techniques, authentic 1970s color application methods, detailed color work maintaining shoujo aesthetic principles
+- **Thematic purpose:** Psychological interiority exploration, complex historical drama, romantic idealization with emotional depth
+- **3-5 hallmark motifs:**
+  1. Large liquid eyes with "gleam and glitter" - intricate light reflections dominating facial composition (40-50% of face height)
+  2. Emotion-driven collage-like panel compositions rejecting rigid cinematic grids
+  3. Backgrounds dissolving into abstract symbolic patterns during emotional peaks (flowers, sparkles, atmospheric gradients)
+  4. Elaborate historical costumes with ornate decorative details
+  5. Androgynous character design capability blurring traditional gender markers
+- **Period framing:** 1972-1973 Rose of Versailles serialization era, pre-digital manga production golden age
+- **Tone Tag:** Heightened emotionalism with romantic dramatic intensity
+- **Production Era Authenticity:** Offset lithography printing with visible screentone application artifacts and characteristic paper aging
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Line Quality:** Variable weight ink lines ranging from delicate fine details (0.3mm) to bold emphatic outlines (2mm), nervous animated quality with visible paper texture interaction
+- **Eye Construction - Universal Foundation:** Large expressive eyes serving as primary emotional vehicle with Ikeda's distinctive shoujo proportions
+- **Eye Construction - Female Characters:** Almond shape with dramatic high-arc upper lid, dominating facial composition at 40-50% of face height. Iris extremely large taking up almost entire exposed eyeball area with deep dark color and high gloss reflectivity. Primary highlight: large bright white circular highlight dominating center-top of pupil/iris. Secondary highlights: multiple smaller star-shaped multi-point highlights clustered and radiating near center creating sparkling glittering effect. Upper eyelashes: thick long heavily clustered in distinct groups radiating outward with dramatic volume and curl, thick dark eyelid line. Lower eyelashes: shorter sparsely distributed as small precise spikes. Single clean high supratarsal fold following large arc of upper lid.
+- **Eye Construction - Male Characters:** Large eyes by shoujo standards but smaller than female proportions, more angular eye shape with controlled emotional expression, simpler highlight patterns, less elaborate lash construction while maintaining shoujo delicacy
+- **Body Proportions - Female Characters:** Elongated slender graceful figures, narrow shoulders with pronounced waist definition, romantic flowing movement
+- **Body Proportions - Male Characters:** Broader shoulders with more geometric body structure, military bearing and posture, structured masculine silhouettes
+- **Androgynous Design Capability:** Lady Oscar archetype combining feminine facial features with masculine clothing and styling, intentional gender marker blurring
+- **Screentone Application:** Manual 1970s preprinted adhesive sheets applied with stylus rubbing and burnishing tools, visible cut edges and slight misalignments, mechanical dot patterns for atmospheric effects
+- **Historical Costume Detail:** Elaborate 18th century French court dress with ornate decorative elements for females, military uniforms with structured geometric cuts for males
+- **Paper Surface Authenticity:** Senka paper texture (thin colored newsprint) or standard book paper with characteristic yellowing and ink absorption patterns
+
+------
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+- **Wardrobe tracks:** 18th century French historical accuracy with court and military dress codes
+
+- **Female Clothing Philosophy:** Elaborate period costumes with ornate decorative details, flowing fabrics revealing silhouette, intricate rococo ornamentation, court dress with panniers and elaborate sleeves
+
+- **Male Clothing Philosophy:** Military uniforms with structured geometric cuts, minimal ornamentation, emphasis on rank and function, double-breasted coats with gold trim and epaulettes
+
+- **Androgynous Clothing:** Military-style uniforms on feminine figures, gender-blurring formal wear combining masculine tailoring with feminine proportions
+
+- **Fabric behavior:** Period-accurate heavy brocades, silks, and military wool with appropriate drape and structure
+
+- **Accessory caps:** Female 3-5 decorative elements (jewelry, ribbons, hair ornaments, fans); Male 1-2 functional military elements (swords, insignia)
+
+- **Color palette:** Authentic 1970s screentone limitations creating high-contrast black and white with selective color accents
+
+- **Historical accuracy:** Documented 18th century French fashion with attention to class distinctions and period-appropriate construction
+
+- **Props:** Maximum 1 hero prop supporting historical narrative (swords, fans, letters, roses)
+
+- **Coherence filter:** All elements support Rose of Versailles historical context; fallback = character emotional focus
+
+- **YAML prop pools:**
+
+  ```yaml
+  court_props:  - ornate_fans  - jewelry_accessories  - letter_correspondence  - rose_bouquetsmilitary_props:  - ceremonial_swords  - military_insignia  - formal_gloves  - rank_indicators
+  ```
+
+------
+
+### 6) Constraints
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "rigid cinematic panel grids"
+  - "digital photo filters", "modern offset printing", "photorealistic backgrounds"
+  - "emotionally restrained expressions", "uniform line weight", "modern manga conventions"
+  - "conventional gender roles", "simple character designs", "minimal historical detail"
+- **Canvas Positives (≥2):**
+  - "exactly 3:4 tankōbon manga ratio", "full color illustration with traditional media authenticity"
+  - "large liquid eyes with crystalline gleam and glitter reflections 40-50% face height", "emotion-driven collage compositions"
+  - "female characters: elaborate historical costumes, maximum eye expressiveness with liquid emotional depth, narrow shoulders, romantic idealization"
+  - "male characters: military uniforms, broader shoulders, angular jaw definition, controlled emotional expression with shoujo delicacy"
+  - "overlapping borderless panels", "backgrounds dissolving into symbolic patterns during emotional peaks"
+  - "authentic Ikeda facial proportions and liquid eye quality", "romantic dramatic emotional intensity"
+- **Vocabulary warnings:** Avoid "realistic," "cinematic," "modern," "digital." Prioritize "romantic," "emotional," "theatrical," "idealized," "historical"
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For 3:4 Portrait:** Vertical emphasis accommodating emotion-driven layouts, character dominance ≥60%
+
+**IKEDA-SPECIFIC COMPOSITION:**
+
+- **Panel Structure:** Emotion-driven collage-like compositions explicitly rejecting rigid cinematic grids, overlapping borderless panels with permeable boundaries
+- **Perspective regime:** Subjective psychological framing prioritizing emotional impact over objective spatial reality
+- **Figure:ground %:** 60% character focus minimum, backgrounds dissolve completely during emotional intensity peaks
+- **Density %:** High intricate detail in character costumes and facial features, simplified or abstracted backgrounds for emotional focus
+- **Lighting logic:** Dramatic romantic lighting supporting heightened emotional atmosphere, screentone gradients for tonal effects
+- **Detail:negative space ratio:** Strategic negative space allowing elaborate costume details to dominate visual hierarchy
+
+**BACKGROUND TREATMENT:**
+
+- **Dual Mode Approach:** Ornate historical settings establishing 18th century French context OR abstract symbolic "emotion-scapes" (decorative floral patterns, cascading sparkles, atmospheric gradients)
+- **Emotional Externalization:** Physical backgrounds abandoned during peak emotional moments, replaced by symbolic patterns representing character interior states
+- **Surface Context:** Senka paper (magazine serialization) or aged book paper (tankōbon collection) with characteristic texture and yellowing
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Offset lithography on period-appropriate paper with visible texture and aging characteristics
+- **Frame/Band Anchor:** Omit rigid panel structures - focus on fluid emotional boundaries
+- **Production Context Anchor:** 1972-1973 pre-digital manga production constraints with manual screentone application
+- **Ratio Enforcement Anchor:** Strict 3:4 vertical composition optimized for shoujo emotional storytelling
+
+------
+
+### 8) Typography & Text Integration
+
+- **Binary:** **OMIT** all text elements
+- **Clean Art Focus:** Pure illustration without dialogue, sound effects, or publication elements
+- **Character-Centric:** Composition designed for emotional expression through large expressive eyes and romantic dramatic poses
+- **Visual Narrative:** Meaning conveyed through Ikeda's psychological interiority approach and symbolic background elements
+- **Format-Specific Text Rules:** N/A - text completely omitted for clean manga art piece
+- **Production Method Integration:** N/A - focusing on illustration elements only
+
+------
+
+## Ikeda-Specific Validation Anchors
+
+- **Eye Dominance Test:** Eyes must dominate facial composition at 40-50% face height with intricate "gleam and glitter" reflections
+- **Sexual Dimorphism Verification:** Subtle but clear distinction between female romantic idealization and male angular definition while maintaining shoujo delicacy
+- **Screentone Authenticity:** Manual 1970s application artifacts with visible cut edges and mechanical dot patterns
+- **Emotional Expression Check:** Heightened dramatic expressions avoiding stoic or restrained characterization
+- **Historical Accuracy:** Period-appropriate 18th century French costumes and settings with documented details
+- **Composition Flow:** Emotion-driven collage layouts rejecting rigid cinematic panel grids
+- **Background Dissolution:** Symbolic pattern replacement during emotional intensity peaks
+- **Production Authenticity:** All elements reflect 1970s pre-digital manga production with offset lithography characteristics
+- **Androgynous Capability:** Framework can generate Lady Oscar-type characters blurring traditional gender markers
+- **Material Surface Accuracy:** Senka paper texture or aged book paper characteristics affecting final image quality
+
+------
+
+This framework enforces authentic Riyoko Ikeda technical execution including the Year 24 Group's revolutionary shoujo innovations, distinctive sexual dimorphism patterns, and 1970s production authenticity while maintaining the Universal Prompt's systematic approach to canvas control and measurable artistic specifications.
+
+---
+
+# Ai  Yazawa
+
+**Version:** 4.3
+ **Style Authority:** Fashion Illustration with Narrative Context
+ **Medium:** Watercolor-style figure drawing with sophisticated character portrayal
+ **Evidence Base:** Visual analysis of Ai Yazawa's fashion illustration work
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression in fashion illustration language.
+- **Technical Measurement Authority:** Geometric specifications override descriptive language.
+- **Anti-Anime Authority:** Explicit prohibition of anime/manga conventions - this is fashion illustration, NOT anime.
+- **Face-Treatment Flag:** `watercolor-fashion-illustration`, `realistic-proportioned`, `sophisticated-modeling`
+- **Gender Expression Authority:** Respect presented gender with fashion illustration sophistication.
+- **Fashion Primacy:** Clothing and styling as character expression through diverse aesthetic categories.
+- **Material authenticity:** Watercolor simulation with organic color blending.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Composition boundaries:** No frames outside canvas; fashion figure illustration focus.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[ratio]** - ignore source image dimensions completely.
+- Redraw in **Ai Yazawa fashion illustration style** for **sophisticated figure portrayal**.
+- Identity via silhouette/gesture/expression in fashion illustration language, NOT anime conventions.
+- **IP Safeguard Declaration:** Original figure design avoiding anime/manga elements while maintaining Yazawa's fashion sophistication.
+- **Face-Treatment Flag:** `watercolor-fashion-illustration`
+- **Pose Flag:** `natural-elegant-stance`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Fashion illustration sophistication supersedes anime/manga conventions.
+- **Mode Selector:** fashion figure illustration
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+**PORTRAIT FORMATS:**
+
+- `2:3` (fashion illustration standard)
+- `3:4` (figure portrait focus)
+- `4:5` (editorial fashion aesthetic)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely for fashion illustration composition
+- **Spatial Allocation:** Subject placement central with 70% figure dominance
+- **Background Treatment:** minimal atmospheric environments supporting figure
+- **Format Justification:** ratio serves fashion illustration narrative
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Fashion illustration traditions, sophisticated figure drawing, Y2K aesthetic diversity, editorial photography
+- **Medium/Production method:** **DUAL MODE SPECIFICATION REQUIRED:**
+  - **Color Mode:** Watercolor simulation with organic color bleeding, soft gradient transitions
+  - **B&W Mode:** Traditional ink illustration with sophisticated tonal modeling
+- **Thematic purpose:** Fashion as character expression across diverse aesthetic categories
+- **Style Diversity Authority:**
+  - Sweet Lolita (frills, bows, elaborate dresses)
+  - Punk/Alternative (selective characters, not universal)
+  - Preppy/Academic (uniforms, conservative styling)
+  - Casual Contemporary (street wear, relaxed fits)
+  - Vintage/Retro (classic silhouettes, period pieces)
+  - Gothic Romance (dark romantic, Victorian influences)
+- **Subculture Integration Range:** Character-dependent selection from Yazawa's full aesthetic range
+- **Period framing:** Y2K fashion diversity (2000-2009 aesthetic era)
+- **Tone Tag:** Sophisticated elegance, fashion consciousness, refined emotional expression
+
+------
+
+### 4) Technical Execution (ANTI-ANIME SPECIFICATIONS)
+
+**MODE SPECIFICATION REQUIRED - CHOOSE ONE:**
+
+**COLOR MODE SPECIFICATIONS:**
+
+- **Line Quality:** Organic, hand-drawn watercolor simulation with natural line variation
+- **Color Strategy:** Watercolor bleeding effects with organic color transitions, minimum 30% feathered edges
+- **Color Application:** NO cell shading, NO flat color fills, NO digital anime rendering, NO harsh color blocks
+- **Skin Rendering:** Watercolor-like skin tones with organic gradient modeling
+- **Material Rendering:** Fabric texture through watercolor wash techniques
+
+**B&W MODE SPECIFICATIONS:**
+
+- **Line Quality:** Traditional ink illustration with sophisticated tonal modeling
+- **Contrast Strategy:** Balanced contrast with organic gradient transitions
+- **Tone Application:** Natural gradient patterns, NO harsh digital effects
+
+**UNIVERSAL ANTI-ANIME SPECIFICATIONS:**
+
+- **Facial Geometry HYPER-PRECISE:**
+  - Eye proportions: Almond-shaped eyes exactly 35% larger than photographic realistic, eye width to face width ratio exactly 1:5.2
+  - Eye shape specification: Almond width-to-height ratio exactly 2.8:1, outer corner 8 degrees upward angle, inner corner 3 degrees downward angle, single refined highlight positioned upper-left quadrant exactly 3mm diameter
+  - Nose definition: Refined bridge measuring exactly 9% face width with visible tip definition, nostril indication 2mm width each
+  - Mouth modeling: Sophisticated lip definition with upper lip exactly 1.3x lower lip thickness, mouth width exactly 18% face width
+  - Chin refinement: Elegantly pointed at exactly 20 degrees from vertical (feminine) / 24 degrees from vertical (masculine), creating sharp sophisticated definition
+  - Cheekbone definition: Angular prominence exactly 12mm from face plane, cheekbone angle 35 degrees from horizontal plane
+  - Jawline specification: Sharp angular definition with 15-degree angle beneath ear, visible jaw muscle definition through line work
+- **Proportional Stylization EXTREME:** Exactly 8.8 head height with neck elongation exactly 175% realistic length, fashion illustration extremes
+- **Eye Rendering Ultra-Precise:** Distinctive almond-shaped eyes with exactly 35% enlargement, outer corner upturn 8 degrees, single refined highlight exactly 3mm diameter positioned upper-left
+- **Fashion Diversity MANDATORY:** Style category must be explicitly selected from: British Punk, Gothic Lolita, Visual Kei, Alternative Street, Casual Contemporary - NO conservative/academic defaults permitted
+- **Pose Authority:** Natural elegance with editorial sophistication, graceful positioning with 20-30 degree body angle variations mandatory
+- **Stylized Watercolor Technique:** Organic color bleeding as integral part of fashion illustration stylization with visible paper texture simulation
+- **Gender Dimorphism Authority:**
+  - Feminine: Refined delicate features with exactly 20 degrees chin angle, shoulder width exactly 58% of masculine equivalent, sharp cheekbone definition 12mm prominence
+  - Masculine: Angular definition with exactly 24 degrees chin angle, broader shoulder definition with sharp jawline 15-degree angle, pronounced jaw muscle indication
+
+------
+
+### 5) Fashion & Attire — Style Category Selection
+
+**STYLE SELECTION AUTHORITY (SINGLE CATEGORY PER CHARACTER):**
+
+- **Sweet Lolita:** Frills, bows, elaborate petticoated dresses, Victorian-inspired accessories, pastoral motifs
+- **Punk/Alternative:** Leather, chains, platform boots (selective characters only, NOT universal application)
+- **Preppy/Academic:** Uniforms, blazers, conservative styling, scholarly accessories
+- **Casual Contemporary:** Street wear, relaxed fits, everyday styling, modern accessories
+- **Vintage/Retro:** Classic silhouettes, period-appropriate pieces, vintage-inspired accessories
+- **Gothic Romance:** Dark romantic pieces, Victorian influences, dramatic accessories
+
+**FABRIC BEHAVIOR:** Realistic draping with watercolor wash indication, texture through color gradients
+
+**ACCESSORY INTEGRATION:** 2-3 pieces maximum, style-coherent selection appropriate to chosen aesthetic category
+
+**COLOR PALETTE BY TECHNIQUE:**
+
+- **Color Mode:** Watercolor simulation with organic bleeding, gentle harmonious schemes
+- **B&W Mode:** Sophisticated tonal modeling with organic gradients
+- **Style Coherence:** All elements support single chosen aesthetic category
+
+**STYLE VARIATION AUTHORITY:** Select single appropriate aesthetic category per character, avoid contradictory element mixing
+
+**PROPS YAML BY STYLE CATEGORY:**
+
+```yaml
+lolita_props:
+  - frilly_hair_accessories
+  - vintage_handbag
+preppy_props:
+  - academic_accessories
+  - conservative_jewelry
+punk_props:
+  - selective_chains_boots
+  - band_merchandise
+casual_props:
+  - everyday_accessories
+  - modern_items
+```
+
+------
+
+### 6) Constraints (AGGRESSIVE ANTI-ANIME)
+
+**CANVAS NEGATIVES (YAZAWA-SPECIFIC ANTI-PATTERNS):**
+
+- "photorealistic portraits", "photographic accuracy", "round doll faces", "oversaturated backgrounds", "conservative clothing", "academic styling", "business professional attire", "conventional beauty standards", "symmetrical perfect features", "anime conventions", "large round eyes", "multiple highlight reflections", "cell shading", "flat color fills", "digital anime rendering", "harsh color blocks", "minimal angular definition", "soft rounded features", "gentle chin curves", "subtle cheekbones", "standard neck proportions", "conservative fashion choices", "plain clothing", "minimal accessories", "generic hairstyles", "realistic eye proportions", "conventional manga face shapes"
+
+**CANVAS POSITIVES (YAZAWA PRECISION REQUIREMENTS):**
+
+- "exactly [declared ratio]", "fashion illustration stylization", "almond-shaped eyes exactly 35% larger with 2.8:1 ratio", "outer corner 8 degrees upward inner corner 3 degrees downward", "refined nose bridge exactly 9% face width nostril 2mm each", "mouth width exactly 18% face width upper lip 1.3x lower thickness", "chin angle exactly 20 degrees feminine 24 degrees masculine from vertical", "cheekbone prominence exactly 12mm from face plane angle 35 degrees horizontal", "jawline sharp angular 15-degree angle beneath ear visible jaw muscle", "8.8 head height with exactly 175% neck elongation", "single highlight 3mm diameter upper-left quadrant", "British Punk OR Gothic Lolita OR Visual Kei OR Alternative Street styling mandatory", "shoulder width exactly 58% feminine of masculine equivalent", "organic watercolor bleeding with visible paper texture simulation", "20-30 degree body angle variations mandatory", "sharp sophisticated angular definition throughout"
+
+**GEOMETRIC CONSTRAINTS:**
+
+- Eye width to face width ratio exactly 1:5.2 with almond width-to-height ratio exactly 2.8:1
+- Eye corner angles: outer corner exactly 8 degrees upward, inner corner exactly 3 degrees downward from horizontal
+- Nose width exactly 9% face width with nostril indication exactly 2mm width each
+- Mouth width exactly 18% face width with upper lip exactly 1.3x lower lip thickness
+- Neck elongation exactly 175% realistic length for extreme fashion illustration elegance
+- Facial angles: Feminine chin exactly 20 degrees from vertical, masculine chin exactly 24 degrees from vertical
+- Cheekbone prominence exactly 12mm from face plane with 35-degree angle from horizontal plane
+- Jawline definition: sharp angular 15-degree angle beneath ear with visible jaw muscle indication
+- Shoulder width ratio: feminine exactly 58% of masculine equivalent
+- Body angle variations: mandatory 20-30 degree dynamic positioning
+- Color saturation exactly 70% muted palette with maximum 2 accent colors per composition
+- Proportional specification: exactly 8.8 head height measured precisely
+
+**CRITICAL STYLIZATION BALANCE:**
+
+- **Avoid Photorealism:** NOT realistic portraits with watercolor effects - must be stylized fashion illustration with exactly 175% neck elongation and 20-24 degree chin angles
+- **Avoid Anime Extremes:** NO round doll faces, NO oversaturated backgrounds, NO multiple highlights, NO conventional manga proportions, NO conservative/academic clothing defaults
+- **Achieve Yazawa Extremes:** Exactly 8.8 head height with 175% neck elongation, 70% muted saturation with strategic accent limitation, mandatory alternative fashion category selection
+- **Integrated Technique:** Watercolor as part of fashion illustration approach with organic bleeding and visible paper texture simulation, NOT applied filter effect
+
+**MANDATORY FASHION CATEGORY SELECTION:** Must explicitly choose ONE: British Punk, Gothic Lolita, Visual Kei, Alternative Street, Casual Contemporary - NO conservative/academic/business professional defaults permitted
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **Portrait Ratios:** Vertical emphasis optimized for fashion figure illustration, 70% figure dominance
+- **Figure Focus:** Single subject with style-appropriate aesthetic priority
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Framing Regime:** Natural elegant positioning with sophisticated emotional expression
+- **Figure:Ground:** 70% fashion figure focus, 30% supportive atmospheric environment
+- **Density:** Clean composition emphasizing fashion details and facial sophistication
+- **Lighting Logic:**
+  - **Color Mode:** Soft directional lighting with watercolor wash effects
+  - **B&W Mode:** Sophisticated tonal modeling with organic gradients
+- **Detail Hierarchy:** Facial Sophistication > Fashion Category Elements > Accessories > Environment
+- **Posing Authority:** Natural elegance combined with editorial sophistication
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:**
+  - **Color Mode:** Watercolor simulation canvas with organic color bleeding
+  - **B&W Mode:** Traditional ink illustration with sophisticated tonal range
+- **Environmental Context:** Minimal atmospheric backgrounds supporting figure, never competing
+- **Production Context:** Fashion illustration aesthetic designed for sophisticated character portrayal
+- **Ratio Enforcement:** Composition optimized for declared ratio with figure-focused layout
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY:** omit
+
+**TEXT POLICY:** No text elements - fashion figure illustration focus
+
+------
+
+## Enhanced Anti-Anime Specifications
+
+### Facial Feature Authority (GEOMETRIC CONSTRAINTS)
+
+- **Eye Geometry:** Almond-shaped maximum 25% larger than realistic proportion, single subtle highlight, eye width to face width ratio maximum 1:6
+- **Nose Integration:** Defined bridge with visible tip, NOT minimal anime indication
+- **Mouth Sophistication:** Lip modeling with volume and dimension, NOT simple line rendering
+- **Facial Structure:** Chin angle 15-20 degrees from vertical, visible cheekbone definition in 3/4 view
+
+### Color Technique Authority (WATERCOLOR SIMULATION)
+
+- **Organic Bleeding:** Color gradients minimum 30% feathered edges, NO hard boundaries
+- **Soft Transitions:** Watercolor wash effects with natural color bleeding
+- **Anti-Digital:** NO cell shading, NO flat fills, NO anime rendering techniques
+- **Traditional Simulation:** Authentic watercolor aesthetics with organic color relationships
+
+### Proportional Sophistication (FASHION ILLUSTRATION LIMITS)
+
+- **Realistic Elegance:** 8-9 head height with maximum 120% neck elongation
+- **Human Proportions:** Fashion illustration sophistication within realistic human limits
+- **NO Anime Extremes:** Explicit prohibition of fantasy proportions or extreme stylization
+- **Sophisticated Modeling:** Fashion figure drawing principles with refined bone structure
+
+------
+
+**Critical Authenticity Authority:** All elements must exhibit fashion illustration sophistication with geometric facial constraints, watercolor simulation techniques, and explicit prohibition of anime/manga conventions. Silent regeneration required if anime eye shapes, cell shading, minimal facial features, or extreme proportions override fashion illustration specifications.
\ No newline at end of file
diff --git a/styles-source/archive/medieval_art_styles.md b/styles-source/archive/medieval_art_styles.md
new file mode 100644
index 0000000..0486db0
--- /dev/null
+++ b/styles-source/archive/medieval_art_styles.md
@@ -0,0 +1,970 @@
+# Medieval Art Styles - Individual Museum-Grade Descriptors
+
+---
+
+# Ottonian Manuscript Illumination
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression filtered through **Ottonian abstract-expressive synthesis**.
+- **Technical Measurement Authority:** Quantitative specifications ("2-4mm line weight", "vermillion red pigment") override descriptive language.
+- **Process-Over-Result Priority:** **10th/11th-century scriptoria methods** supersede visual appearance descriptions.
+- **Face-Treatment Flags (choose one):**
+  - `abstract-gestural-reichenau`: Schematic, highly expressive faces characterized by large, staring eyes and abstract brushwork
+  - `court-school-controlled`: Classical revival modeling with "elaborate shadings in light and dark"
+  - `manuscript-scale-precision`: Small-scale detailed work requiring intimate viewing distance
+- **Pose Flags (choose one):** `ceremonial-offering-standing`, `hieratic-frontal-blessing`, `enthroned-emperor-frontal`.
+- **Canvas Control Flags (choose one):** `manuscript-folio-native`, `adaptive-extend-parchment`.
+- **Material Physics Authority:** Authentic **10th/11th-century pigments and parchment** substrate specifications override aesthetic preferences.
+- **Cultural Production Authenticity:** **Ottonian scriptoria methods** take precedence over modern interpretations.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic parchment and tempera characteristics.
+- **Period Production Authenticity:** Use documented **Ottonian scriptoria methods (c. 950-1050 CE)**.
+- **Composition boundaries:** No frames outside the manuscript page.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (manuscript folio format) - ignore source image dimensions completely.
+- Redraw in **Ottonian Manuscript Illumination** for **luxury Gospel book page or Imperial Codex specification**.
+- Identity via silhouette/gesture/expression filtered through **Ottonian abstract-expressive aesthetic**.
+- **IP Safeguard Declaration:** Create original illuminated manuscript designs avoiding copyrighted elements.
+- Declare **Face-Treatment Flag:** `abstract-gestural-reichenau`.
+- Declare **Pose Flag:** `ceremonial-offering-standing`.
+- Declare **Canvas Control Flag:** `manuscript-folio-native`.
+- **Style Dominance:** **Ottonian abstract-expressive synthesis** rules prevail over source likeness.
+- **Mode Selector:** Imperial dedication/donation page illumination.
+
+------
+
+## 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:** `3:4` (manuscript folio format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** manuscript-folio-native with full-page composition
+- **Spatial Allocation:** Subject placement within architectural or decorative frame ≥60% dominance
+- **Background Treatment:** Fill with **solid fields of gold leaf, vibrant color blocks, or abstract decorative patterns**
+- **Format Justification:** Portrait folio serves Ottonian hieratic and ceremonial formality
+
+------
+
+## 3) Artistic Style & Context
+
+**Medium/Production Method:** Iron gall ink and natural pigments on calf vellum with traditional manuscript preparation. **Primary technique:** **Abstract-expressive synthesis** - rejection of Carolingian naturalism for a more stylized, spiritually intense, and abstract approach. **Surface preparation:** Parchment from luxury codices, 23-karat gold leaf application.
+
+**Thematic Purpose:** Imperial self-representation, liturgical authority display, emphasis on the spiritual power of the emperor/abbess; presentation of the codex as an offering to God or a saint.
+
+**Period Framing:** **Ottonian Renaissance (c. 950-1050 CE)**. **Major scriptoria:** Reichenau, Trier, Hildesheim. **Innovation:** Development of a distinctly German style, abstracting classical models for spiritual intensity, strong reliance on Byzantine models for imperial iconography.
+
+**5 Hallmark Motifs with Quantified Specifications:**
+
+1. **Abstract Expressive Figures:** Elongated, stylized bodies; highly schematic yet emotionally intense faces (large, staring eyes); minimal attempt at naturalistic proportion
+2. **Hieratic Frontality:** Figures often presented frontally, especially imperial or sacred subjects, emphasizing spiritual presence and authority
+3. **Layered Flat Drapery:** Cloth rendered in **geometric, linear, and brightly colored blocks** with little or no attempt at realistic volume or shadow (strong contrast with Carolingian). The folds often create abstract, repeating patterns
+4. **Vibrant Color Fields:** Use of large, flat areas of brilliant, saturated color (especially reds, blues, greens) separated by bold outlines, often against a gold background
+5. **Decorative Architectural Frames:** Highly stylized Romanesque architectural elements, often with exaggerated scale or symbolic function, used to frame the main figure(s)
+
+**Tone Tag:** Imperial, hieratic, spiritual intensity, abstract formalism.
+
+**Production Era Authenticity:** **10th/11th-century** monastic workshop methods using documented materials and techniques.
+
+------
+
+## 4) Technical Execution
+
+**Line Quality & Tool Marks:** Iron gall ink applied with quill pens cut to 2-3mm width. **Bold, heavy contour lines (2-4mm)** separating flat color fields. Internal lines are often expressive and linear, defining the abstract folds of the drapery.
+
+**Abstract-Formalist Technique Synthesis:**
+
+- **Structural Foundation:** Iron gall ink framework
+- **Volume Modeling:** **Minimal to no chiaroscuro or realistic shadow**; volume suggested by the juxtaposition of color blocks or simple, stylized linear highlights
+- **Stylized Drapery:** Geometric and highly linear rendering of folds, creating abstract patterns rather than realistic fabric behavior
+- **Expressive Characterization:** Focus on **large, prominent, staring eyes** and schematic facial features to convey spiritual intensity or psychological state
+
+**Authentic Ottonian Pigment Palette:**
+
+- **Red:** Vermillion (mercuric sulfide), Red Lead
+- **Blue:** Ultramarine (lapis lazuli) for luxury, Azurite
+- **Yellow:** Ochre (earth pigment)
+- **Green:** Verdigris (copper acetate), Malachite
+- **Purple:** Lichen extract (folium/orcein)
+- **White:** Lead White, Chalk
+- **Black:** Carbon black (soot-based)
+- **Gold:** 23-karat gold leaf for backgrounds and highlights, shell gold for details
+
+**Color Application Method:** **Flat application of saturated, brilliant colors with bold black/brown outlines.** The brilliance of the palette is a key Ottonian characteristic.
+
+**Texture Specifications:** Manuscript technique with 0.5-1mm paint thickness; gold leaf ≈0.1mm.
+
+**Scale Hierarchy:** **Strictly hierarchical** - spiritual or imperial importance determines size and frontality (e.g., the emperor/saint is larger than surrounding figures).
+
+**Material Authenticity:** Authentic 10th/11th-century techniques with visible parchment texture.
+
+------
+
+## 5) Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks:**
+
+- **Imperial/Sacred:** Highly stylized robes often derived from Roman and Byzantine court dress (e.g., chlamys), rendered in flat, patterned color blocks
+- **Monastic/Clerical:** Simple robes with clear, bold linear decoration
+- **Biblical/Evangelical:** Symbolic, brightly colored classical-style robes showing abstract geometric folds
+
+**Fabric Behavior:** **Abstract, geometric, linear folds**; fabric acts as a surface for color and pattern, not a realistic physical object.
+
+**Accessory Caps:** Imperial/Ecclesiastical contexts (3-5 items) - crowns, scepters, jeweled gospel books, dedicatory models, palms of martyrdom.
+
+**Color Palette:** Brilliant reds, golds, ultramarine blues in flat fields.
+
+**Props YAML:**
+
+```yaml
+hero_props:
+  - jeweled_gospel_book: "treasure binding with enamel, gems, and gold"
+  - dedicatory_codex: "model of a church or book held as an offering"
+  - imperial_insignia: "orb and scepter, imperial crown"
+micro_props:
+  - patterned_textile: "abstract Ottonian decorative patterns on clothing"
+  - architectural_details: "stylized Romanesque capitals and arches"
+```
+
+------
+
+## 6) Constraints
+
+**Canvas Negatives (≥2):**
+
+- ⌧ "original aspect ratio", "source dimensions", "unmodified framing"
+- ⌧ "naturalistic volume modeling", "Renaissance perspective", "full chiaroscuro"
+- ⌧ "pastel or muted color palette", "subtle shading transitions"
+- ⌧ "Carolingian animated/nervous drapery", "realistic fabric physics"
+- ⌧ "classical revival naturalism", "selective volume modeling"
+
+**Canvas Positives (≥2):**
+
+- ✓ "exactly 3:4 manuscript folio ratio", "recomposed for Ottonian authenticity"
+- ✓ "vermillion, ultramarine lapis lazuli, ochre, verdigris" authentic pigment palette
+- ✓ "flat, linear, abstract drapery with bold outlines"
+- ✓ "abstract-gestural-reichenau faces with large, staring eyes"
+- ✓ "23-karat gold leaf backgrounds or vibrant color blocks"
+- ✓ "hierarchical scaling and frontal ceremonial pose"
+
+------
+
+## 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- Sacred/Imperial figure dominance ≥60% with decorative or architectural framing
+- Hierarchical staging emphasizing spiritual and temporal authority
+- Emphasis on large, simple shapes and clear outlines
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Spatial Logic:** **Flat, two-dimensional space** created by color blocks and gold leaf, deliberately rejecting realistic depth
+- **Figure:Ground:** 60% stylized figures, 40% symbolic backgrounds (gold fields, patterned textiles, abstract architecture)
+- **Lighting Logic:** **Flat, symbolic illumination**; color is the primary carrier of meaning, not light/shadow
+- **Detail Distribution:** Maximum precision on symbolic elements (crowns, books), stylized/abstract treatment of figures and backgrounds
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Parchment manuscript page with authentic texture
+- **Frame/Band:** Decorative borders or highly stylized Romanesque architectural frames
+- **Production Context:** 10th/11th-century imperial scriptoria methods
+- **Ratio Enforcement:** Composition designed for 3:4 manuscript viewing
+
+------
+
+## 8) Typography & Text Integration
+
+**Text Integration:** ESSENTIAL for contextualizing the image (e.g., dedication, blessing, title)
+
+**Script Requirements:**
+
+- **Primary:** Carolingian Minuscule (clear script for main text)
+- **Display:** Capitalis Quadrata, Uncial for headings or labels
+- **Special:** Gold/silver ink for luxury commissions
+
+**Font Recommendations:**
+
+- *Closest Google Font:* "Cinzel" (Roman capitals, 75%)
+- *For body text:* "Libre Baskerville" (70%)
+
+**Period-Appropriate Typography:** Latin Vulgate text, ecclesiastical abbreviations.
+
+**Layout Requirements:**
+
+- Single-column layout with decorated initials (e.g., zoomorphic or interlaced)
+- Text positioned above/below illuminations or as labels within the frame
+
+**Production Integration:** Authentic quill pen characteristics, iron gall ink, manuscript spacing.
+
+------
+
+## Ottonian-Specific Revolutionary Synthesis
+
+**Core Innovation:** **Rejection of Carolingian naturalism** for a style prioritizing spiritual intensity, abstraction, and hierarchical formalism. Strong influence from Byzantine models for imperial iconography fused with local German expressive power (Reichenau school).
+
+**Material Hierarchy:**
+
+- **Luxury Imperial:** Full palette including ultramarine, gold backgrounds, vermillion
+- **Working Manuscripts:** Limited to ochres, red lead, minimal gold
+
+**School Variations:**
+
+- **Reichenau:** High abstraction, intense emotional expression, emphasis on eyes, bright palette
+- **Trier/Echternach:** More ornamental, strong use of gold
+
+**Authentication Requirements:** Every element reflects 10th/11th-century capabilities - no Carolingian-level naturalistic volume, no Gothic S-curve, no modern pigments.
+
+---
+
+# Romanesque Manuscript Illumination Framework v4.2 (Enhanced)
+
+**Version:** 4.2
+ **Purpose:** A forensically-researched scaffold for generating authentic Romanesque manuscript illumination (11th-12th century) based on visual evidence analysis of surviving codices. Emphasizes monumental scale, architectural complexity, and abstract-symbolic representation over naturalistic rendering.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications ("2-3mm iron gall outlines", "1-2mm tempera thickness") override descriptive language ("bold", "thick paint").
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Medieval Material Authenticity:** No digital photo filters, Instagram effects, or modern post-processing; surface must exhibit authentic 11th-12th century manuscript characteristics.
+- **Anti-Renaissance Bias:** Authority to reject naturalistic perspective, atmospheric modeling, or Renaissance-level sophistication when historically inaccurate.
+- **Face-Treatment Flags (choose one):**
+  - `tempera-flat-linear`: Flat tempera application with 2-3mm iron gall outlines, no atmospheric modeling
+  - `manuscript-symbolic`: Large eyes (25-30% oversized), minimal facial modeling, linear definition
+  - `monumental-hieratic`: Frontal or 3/4 poses, gesture-based expression, symbolic scale proportions
+- **Pose Flags (choose one):** `frontal-hieratic`, `three-quarter-symbolic`, `blessing-gesture`, `pointing-narrative`, `architectural-framed`, `mandorla-enclosed`.
+- **Canvas Control Flags (choose one):** `manuscript-proportioned`, `architectural-framed`, `register-divided`.
+- **Material Physics Authority:** 11th-12th century substrate, pigment, and binding agent specifications override aesthetic preferences.
+- **Scale-Dependent Technique:** Monumental scale viewing requirements affect detail hierarchy and compositional emphasis.
+- **Architectural Authenticity:** Romanesque forms (round arches, geometric capitals) take precedence over Gothic or Renaissance elements.
+- **Text policy:** Only render text if Section 8 authorizes; use Caroline minuscule and period-appropriate abbreviations.
+- **Safety/IP:** No nudity/gore; no modern logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Religious figures = period-appropriate vestments; secular figures = 11th-12th century attire.
+- **Composition boundaries:** No frames outside the manuscript page; decorative borders must be period-authentic.
+- **Failure Mode Flags:** Avoid Gothic naturalism, Renaissance perspective, Victorian medieval revival aesthetics.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw in **Romanesque Manuscript Illumination** for **manuscript page format**.
+- Identity via symbolic attributes, hierarchical scale, and gestural expression.
+- **IP Safeguard Declaration:** Create original religious/narrative compositions avoiding copyrighted iconographic programs.
+- Declare **Face-Treatment Flag**: `tempera-flat-linear`.
+- Declare **Pose Flag**: `frontal-hieratic` or `three-quarter-symbolic`.
+- Declare **Canvas Control Flag**: `manuscript-proportioned`.
+- **Style Dominance line:** Romanesque abstract-monumental synthesis dominates over naturalistic representation.
+- **Mode Selector:** manuscript page, initial letter, narrative cycle, devotional image.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION (choose one exact specification):**
+
+**MANUSCRIPT FORMATS:**
+
+- `2:3` (standard manuscript page / folio proportion)
+- `3:4` (deluxe manuscript proportion)
+- `1:1` (initial letter / medallion format)
+- `4:5` (portable book proportion)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** architectural-register-division
+- **Spatial Allocation:** hierarchical zones with symbolic scale relationships
+- **Background Treatment:** symbolic color fields with architectural framing elements
+- **Format Justification:** manuscript page proportions serve monumental narrative presentation
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Ottonian monumentality, Insular decorative complexity, Byzantine hieratic formalism, classical architectural revival.
+- **Medium/Production method:** Egg tempera on animal parchment with iron gall ink outlines, gold leaf on red-stained gesso preparation.
+- **Thematic purpose:** Religious narrative instruction, devotional contemplation, institutional prestige display.
+- **3–5 hallmark motifs with quantified specifications:**
+  - Romanesque architectural framing: round arches, geometric column capitals, 15-25mm border width
+  - Hierarchical figure scaling: divine figures 15-20% larger than human figures
+  - Interlaced border decoration: geometric knotwork patterns 10-15mm width
+  - Mandorla/vesica piscis enclosures: oval frames for divine figures with 2-3mm outline weight
+  - Inhabited vine scrolls: stylized foliage with animal/hybrid creatures integrated at 5-8mm scale
+- **Period framing:** 11th-12th century, peak Romanesque monastery production.
+- **Tone Tag:** Monumental-Abstract-Symbolic.
+- **Production Era Authenticity:** Monastic scriptorium production with liturgical book standards, costly materials indicating institutional patronage.
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Line Quality with Tool Marks:** 2-3mm primary outlines in iron gall ink, 1-1.5mm secondary contours, consistent hierarchical weight system, no atmospheric line variation, structural definition only.
+- **Color Mixing Methods:** Flat tempera fields with distinct boundaries, 1-2mm paint thickness, pigments suspended in egg yolk binder, no visible brushstrokes, sharp color transitions without blending.
+- **Texture Thickness Specifications:** Smooth opaque coverage maintaining parchment texture visibility, raised gesso preparation for gold areas (3-4mm thickness), burnished gold leaf with directional tool marks.
+- **Edge Treatment:** Bold linear separation between color fields, architectural outline definition, mandorla/frame emphasis through weight contrast.
+- **Stroke Economy with Directional Requirements:** Minimal stroke economy favoring symbolic clarity, directional emphasis toward narrative focal points, gesture lines radiating from authority figures.
+- **Surface Depth Measurements:** Flat symbolic space with register-based depth indication, architectural elements suggesting spatial containment without perspective recession.
+- **Detail Hierarchy with Proportional Specifications:** Face details 25-30% oversized eyes, 15-20% enlarged hands for gesture emphasis, architectural details proportioned to symbolic rather than realistic scale.
+- **Material Simulation with Authentic Characteristics:** Visible parchment texture, natural substrate color variations, ruled text lines, gold leaf application over red bole with characteristic tool burnishing marks.
+- **Pose Anchors:** Frontal or 3/4 poses, symmetrical groupings around central figures, blessing/pointing gesture vocabulary, hierarchical scale relationships.
+- **Scale Hierarchy Anchor:** 6-7 head height figure proportions, symbolic scaling by narrative importance, architectural proportions serving compositional rather than realistic requirements.
+- **Material Authenticity Anchor:** 11th-12th century pigment palette (ultramarine, vermillion, verdigris, orpiment, red ochre, lead white), egg tempera binding, animal parchment substrate with preparation characteristics.
+- **Period Consistency Anchor:** Romanesque architectural forms (round arches, geometric capitals), Caroline minuscule script integration, nomina sacra abbreviations.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+- **Wardrobe tracks:** Religious vestments (episcopal, monastic, clerical), secular nobility (Byzantine-influenced), royal regalia (crown, scepter, orb).
+- **Fabric behavior:** Geometric drapery patterns with linear fold definition, fabric falls in abstract sculptural arrangements, heavy textile weight suggested through bold outline definition.
+- **Accessory caps:** Minimalist 0-2 symbolic attributes (chalice, book, sword, crown), maximum focus on gesture and architectural setting.
+- **Color palette restrictions:** 11th-12th century pigment limitations with symbolic color assignments (blue = divine, red = earthly power, gold = eternal light, purple = imperial authority).
+- **Wardrobe variation required:** Cycle through clerical vestment colors and patterns, vary secular costume details while maintaining period authenticity.
+- **Props:** 1 primary symbolic attribute + optional 1 secondary (total ≤2) with liturgical/narrative appropriateness.
+- **Coherence filter:** All elements support Romanesque monumental presentation; fallback = architectural framing emphasis.
+
+**YAML prop pools:**
+
+```yaml
+religious_props:
+  primary: [chalice, gospel_book, cross_staff, crozier, thurible]
+  secondary: [scroll, keys, palm_branch, crown, sword]
+secular_props:
+  primary: [sword, crown, scepter, orb, shield]
+  secondary: [hunting_horn, falcon, scroll, purse, dagger]
+architectural_elements:
+  framing: [round_arch, column_capital, mandorla, arcade]
+  decorative: [vine_scroll, interlace_knot, foliate_border]
+```
+
+------
+
+### 6) Constraints
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "unmodified framing"
+  - "Gothic pointed arches", "Renaissance perspective", "atmospheric modeling"
+  - "naturalistic proportions", "chiaroscuro shading", "linear perspective recession"
+  - "Victorian medieval revival", "Pre-Raphaelite interpretation", "Arts and Crafts styling"
+- **Canvas Positives (≥2):**
+  - "exactly [declared ratio]", "manuscript page proportioned"
+  - "2-3mm iron gall outlines", "flat tempera color fields"
+  - "Romanesque round arches", "hierarchical symbolic scaling"
+  - "11th-12th century pigment palette", "egg tempera binding authentic"
+- **Vocabulary warnings:** Avoid "naturalistic," "realistic proportions," "atmospheric depth," "Gothic elements," "Renaissance sophistication."
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Manuscript Ratios (2:3, 3:4):** Hierarchical register division, architectural framing emphasis, 60-70% image to 30-40% text integration
+- **For Square (1:1):** Central medallion composition, radial decorative border system, mandorla/vesica piscis framing
+- **For Portrait (4:5):** Vertical figure emphasis with architectural canopy, border decoration integration
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Flat symbolic space with architectural register division, no linear perspective, hierarchical scaling by narrative importance
+- **Grid/symmetry:** Architectural grid based on Romanesque proportional systems, symmetrical figure groupings around authority centers
+- **Figure:ground ratio:** 60-70% figure dominance with architectural background support, symbolic color field backgrounds
+- **Density percentage:** Moderate density allowing monumental figure presentation, decorative border complexity balanced with central clarity
+- **Lighting logic:** No atmospheric lighting, symbolic light emanation from divine figures, gold background luminosity
+- **Detail:negative space ratio:** Balanced for manuscript scale viewing, border decoration offsetting central composition weight
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Animal parchment prepared for deluxe manuscript production, visible ruled lines, natural texture variations
+- **Frame/Band Anchor:** Decorative border system with interlaced geometric patterns, inhabited vine scrolls, 15-25mm width proportioned to page format
+- **Production Context Anchor:** Monastic scriptorium environment, liturgical book standards, institutional patronage quality
+- **Ratio Enforcement Anchor:** Composition designed specifically for manuscript page proportions with integrated text zone consideration
+
+------
+
+### 8) Typography & Text Integration
+
+- **Binary:** Allow text integration for authentic manuscript page presentation.
+- **If allowed:**
+  - **Ratio-Appropriate Zones:** Text columns respecting architectural composition framework, Caroline minuscule script integration
+  - **Copy limits:** Sacred texts, liturgical passages, narrative tituli positioned for manuscript reading patterns
+  - **Period-Appropriate Typography:** Caroline minuscule for body text, decorated capitals 20-40mm height, nomina sacra abbreviations
+  - **Font recommendation:** "Period-authentic Caroline minuscule (no modern equivalent). Reference: 11th-12th century monastery scripts."
+- **Format-Specific Text Rules:**
+  - **Manuscript page mode:** Integrated text-image layout with ruled column structure
+  - **Initial letter mode:** Text integration within decorated capital framework
+  - **Narrative cycle:** Tituli and explanatory text positioned within architectural registers
+- **Historical accuracy:** Script forms must match 11th-12th century manuscript standards with documented abbreviation systems.
+- **Production Method Integration:** Text rendered with period-appropriate ink application, ruled line guidance, justified column alignment.
+
+------
+
+## Enhanced Validation Checklist (background based, do not add to prompt)
+
+- **Section 1:** Canvas Override + exact ratio + IP Safeguard + Style Dominance + Face Flag + Pose Flag + Canvas Control Flag
+- **Section 2:** Manuscript ratio selection + architectural register strategy + hierarchical allocation + symbolic background + format justification
+- **Section 3:** 5 fields + tone tag + production era authenticity
+- **Section 4:** ≥5 anchors + measurement specifications + pose + scale + material authenticity + period consistency
+- **Section 5:** Wardrobe + YAML props + period variation + Romanesque coherence
+- **Section 6:** ≥2 canvas negatives + ≥2 canvas positives + vocabulary warnings
+- **Section 7:** Ratio-specific composition + perspective regime + figure:ground + density + symbolic lighting + surface context + frame policy + production context + ratio enforcement
+- **Section 8:** Text integration policy + manuscript layout + script accuracy + period authenticity
+- **Canvas Control:** Manuscript proportions specified, architectural division declared, original dimensions ignored
+- **IP Protection:** Original religious composition, appropriate symbolic iconography
+- **Material authenticity:** 11th-12th century techniques verified
+- **Production authenticity:** Monastic scriptorium standards maintained
+- **Composition boundaries:** Decorative borders only, no external frames
+- **Period consistency:** Romanesque architectural elements throughout
+- **Technical precision:** Quantified measurements for line weights, paint thickness, scale proportions
+- **Anti-naturalism:** Symbolic representation enforced over realistic rendering
+
+------
+
+## Romanesque-Specific Technical Requirements
+
+### Core Material Physics
+
+- **Substrate:** Animal parchment with visible texture, natural color variations, ruled preparation lines
+- **Primary Medium:** Egg tempera with documented 11th-12th century pigment palette
+- **Outline System:** Iron gall ink at 2-3mm primary weight, 1-1.5mm secondary hierarchy
+- **Gold Application:** Raised red-stained gesso preparation, burnished gold leaf with tool mark directionality
+
+### Architectural Framework Specifications
+
+- **Arch Forms:** Round arches only (no Gothic pointed arches)
+- **Column Systems:** Geometric capitals with stylized foliage, proportional relationships
+- **Framing Elements:** Mandorla/vesica piscis for divine figures, architectural canopies for earthly authority
+- **Border Systems:** Interlaced geometric patterns, inhabited vine scrolls, measured proportional relationships
+
+### Figure Treatment Standards
+
+- **Scale Hierarchy:** Symbolic proportions (divine 15-20% larger than human)
+- **Pose Vocabulary:** Frontal/3-4 hieratic positions, blessing/pointing gesture systems
+- **Facial Features:** Enlarged eyes (25-30%), linear definition, minimal atmospheric modeling
+- **Drapery Treatment:** Geometric fold patterns, abstract sculptural arrangements, bold outline definition
+
+### Color and Surface Authenticity
+
+- **Pigment Constraints:** Ultramarine, vermillion, verdigris, orpiment, red ochre, lead white only
+- **Application Method:** Flat color fields with sharp transitions, no atmospheric blending
+- **Surface Texture:** Smooth opaque coverage maintaining substrate visibility
+- **Symbolic Color Logic:** Blue=divine, red=earthly power, gold=eternal light, purple=imperial authority
+
+This framework enforces authentic Romanesque manuscript illumination characteristics while preventing contamination from Gothic, Renaissance, or modern revival interpretations.
+
+---
+
+# Insular Manuscript Illumination
+
+**Version:** 4.2
+ **Purpose:** A forensically-researched scaffold for generating authentic Insular manuscript illumination (c. 700-800 AD) based on visual evidence analysis of the Lindisfarne Gospels, Book of Kells, Book of Durrow, and Tara Brooch metalwork techniques. Emphasizes Celtic/Germanic/Mediterranean synthesis with microscopic precision and theological light symbolism.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Maintain historical stylistic conventions while preserving core facial structure, bone geometry, and distinctive features through period-appropriate representation methods.
+- **Technical Measurement Authority:** Quantitative specifications ("0.15-0.35mm wire-equivalent lines", "4-6 beads per 0.9mm") override descriptive language ("fine", "intricate").
+- **Process-Over-Result Priority:** How materials are applied (glair binder, hand-placed dots, craquelure formation) supersedes visual appearance descriptions.
+- **Insular Material Authenticity:** No lapis lazuli blue (woad only), no modern metallic effects, authentic orpiment cracking characteristics required.
+- **Anti-Naturalistic Bias:** Authority to reject individual facial expression and embrace stereotyped evangelist differentiation when historically accurate.
+- **Synthesis Requirement:** Balance Celtic interlace, Germanic filigree precision, and Mediterranean iconography in every composition.
+- **Face-Treatment Flags (choose one):**
+  - `insular-stereotyped`: Period-appropriate representation maintaining individual bone structure and distinctive features within theological conventions
+  - `evangelist-theological`: Reading vs. divine vision hierarchy adapted to individual facial geometry, hair characteristics from source
+  - `manuscript-symbolic`: Large eyes as light sources while preserving distinctive eye shape, minimal facial modeling maintaining core facial structure
+- **Pose Flags (choose one):** `frontal-divine-vision`, `reading-contemplative`, `attribute-holding`, `theological-hierarchy`, `manuscript-contained`.
+- **Canvas Control Flags (choose one):** `manuscript-proportioned`, `carpet-page-format`, `initial-integrated`, `portrait-framed`.
+- **Material Physics Authority:** 8th-century substrate, pigment, and binding agent specifications override aesthetic preferences.
+- **Scale-Dependent Technique:** Filigree-equivalent precision affects line weight hierarchy and dot placement accuracy.
+- **Theological Program Authority:** Patristic commentary-based iconography takes precedence over generic Christian imagery.
+- **Text policy:** Typography as decoration - letters become patterns, words become images (Chi-Rho standard).
+- **Safety/IP:** No nudity/gore; no modern logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Religious figures = 8th-century ecclesiastical vestments with accurate textile behavior.
+- **Composition boundaries:** Decorative borders integral to composition, no external modern frames.
+- **Failure Mode Flags:** Avoid Renaissance naturalism, Gothic pointed arches, lapis lazuli blue, flying gallop horses.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw in **Insular Manuscript Illumination** for **illuminated manuscript page format**.
+- Identity via symbolic attributes, theological hierarchy, and manuscript containment rather than facial individualization.
+- **IP Safeguard Declaration:** Create original Celtic/Germanic/Mediterranean synthesis avoiding copyrighted interpretations of medieval art.
+- Declare **Face-Treatment Flag**: `insular-stereotyped`.
+- Declare **Pose Flag**: `frontal-divine-vision` or `reading-contemplative`.
+- Declare **Canvas Control Flag**: `manuscript-proportioned`.
+- **Style Dominance line:** Insular synthesis of Celtic interlace precision, Germanic filigree organization, and Mediterranean theological iconography dominates over naturalistic representation.
+- **Mode Selector:** carpet page, evangelist portrait, initial page, narrative cycle.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION (choose one exact specification):**
+
+**INSULAR MANUSCRIPT FORMATS:**
+
+- `2:3` (standard manuscript page proportion)
+- `3:4` (deluxe manuscript format / Book of Kells original)
+- `1:1` (carpet page / initial letter medallion)
+- `4:5` (portable gospel format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** theological-architectural-division with interlace border integration
+- **Spatial Allocation:** hierarchical zones respecting filigree-panel organization translated to manuscript scale
+- **Background Treatment:** faux metalwork visual language with sunken compartment effect simulation
+- **Format Justification:** manuscript proportions serve Celtic interlace complexity with Germanic precision requirements
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Celtic interlace mathematics, Germanic filigree craftsmanship (Tara Brooch standard), Mediterranean patristic iconography, theological light doctrine (Bede's commentaries).
+- **Medium/Production method:** Glair (egg white) tempera on calf vellum with iron gall ink script, authentic 8th-century pigment palette with characteristic aging effects.
+- **Thematic purpose:** Sacred text transformation, theological instruction through symbolic programs, ecclesiastical prestige display.
+- **3–5 hallmark motifs with quantified specifications:**
+  - Filigree-equivalent line precision: 0.15-0.35mm wire-thickness hierarchy, 4-6 beads per 0.9mm pattern density
+  - Hand-placed dot stippling: thousands of individual marks (Lindisfarne Gospels 1,939 red dots documented)
+  - Interlace knotwork: mathematical precision with Celtic proportional relationships, zoomorphic integration
+  - Evangelist differentiation: stereotyped through attributes/hair color (salt-pepper, ash-blond, chestnut), not facial expression
+  - Orpiment craquelure: characteristic age-related crack networks on thick yellow applications
+- **Period framing:** c. 700-800 AD, peak Insular monastery production, Celtic/Germanic cultural synthesis period.
+- **Tone Tag:** Synthesis-Precision-Theological.
+- **Production Era Authenticity:** Monastic scriptorium with access to Continental metalworking techniques, luxury materials indicating royal/episcopal patronage.
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Line Quality with Wire Translation:** 0.15-0.35mm equivalent wire precision, multiple gauge hierarchy (finest/secondary/structural), beaded effect 4-6 per 0.9mm, "greatly magnified without revealing flaws" standard.
+- **Color Mixing Methods:** Glair binder creating specific surface characteristics, pigment translucency through vellum substrate, authentic cracking on thick orpiment applications, hand-placed dot stippling systems.
+- **Texture Thickness Specifications:** Orpiment 2-3mm thickness with craquelure networks, verdigris translucency effects, vergaut (orpiment+woad mix) for secondary greens, glair aging surface simulation.
+- **Edge Treatment:** Wire-equivalent precision outlines, filigree panel boundary definition, interlace strand over/under logical relationships, compartment depth simulation.
+- **Stroke Economy with Directional Requirements:** Minimal stroke economy favoring symbolic precision, directional emphasis toward theological focal points, geometric pattern completion over gestural expression.
+- **Surface Depth Measurements:** Flat theological space with sunken compartment effect (3mm depth simulation), layered frame construction mimicking metalwork mounting, pattern hierarchy through depth illusion.
+- **Detail Hierarchy with Proportional Specifications:** Eye enlargement 20-25% for spiritual light theology, pale bluish-green eye coloration, hand precision for attribute clarity, theological attribute scale proportional to importance.
+- **Material Simulation with Authentic Characteristics:** Calf vellum texture simulation, natural aging darkening, edge wear patterns, pigment translucency through substrate showing reverse side bleed-through.
+- **Pose Anchors:** Frontal divine vision poses (John), contemplative reading positions (Matthew/Mark/Luke), attribute-holding gesture precision, symmetrical composition around theological centers.
+- **Scale Hierarchy Anchor:** Filigree panel proportions (4-12mm) translated to manuscript borders (15-40mm), wire gauge hierarchy maintained in line weight systems, granule precision as individual dot placement.
+- **Material Authenticity Anchor:** Woad blue (NOT lapis lazuli), orpiment yellow with cracking, verdigris green translucency, toasted lead red/orange, iron gall ink integration, glair binder characteristics.
+- **Period Consistency Anchor:** Celtic interlace mathematical relationships, Germanic precision standards, Mediterranean iconographic programs, 8th-century theological symbolism integration.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+- **Wardrobe tracks:** Ecclesiastical vestments (episcopal, monastic, clerical), secular nobility (Continental influence), evangelist symbolic garments (color-coded theological programs).
+- **Fabric behavior:** Geometric drapery with manuscript-appropriate fold patterns, textile weight suggested through precise outline definition, ecclesiastical vestment accuracy for 8th-century standards.
+- **Accessory caps:** Minimalist 1-2 theological attributes (gospel book, stylus, scroll, chalice), maximum focus on symbolic clarity and manuscript integration.
+- **Color palette restrictions:** Authentic 8th-century pigments only - woad blue, orpiment yellow, verdigris/vergaut greens, toasted lead red/orange, lamp black, iron gall ink.
+- **Wardrobe variation required:** Evangelist-specific color programs (John=green, Mark=blue, documented hair colors), theological coordination across manuscript set.
+- **Props:** 1 primary theological attribute + optional 1 secondary (total ≤2) with iconographic clarity and manuscript-scale appropriateness.
+- **Coherence filter:** All elements support Insular synthesis presentation; fallback = interlace border emphasis with theological clarity.
+
+**YAML prop pools:**
+
+```yaml
+evangelist_props:
+  primary: [gospel_book, quill_stylus, scroll, inkwell, lectern]
+  secondary: [halo, blessing_gesture, curtain, architectural_frame]
+theological_attributes:
+  john: [eagle_symbol, direct_gaze, green_garments, divine_vision_pose]
+  matthew: [angel_symbol, human_figure, reading_pose, winged_man]
+  mark: [lion_symbol, blue_garments, scroll_holding]
+  luke: [ox_calf_symbol, anatomically_stylized, book_attribute]
+decorative_elements:
+  celtic: [interlace_knot, spiral_motif, zoomorphic_terminal]
+  germanic: [filigree_precision, granule_pattern, panel_organization]
+  mediterranean: [architectural_frame, column_system, drapery_element]
+```
+
+------
+
+### 6) Constraints
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "unmodified framing"
+  - "lapis lazuli blue", "modern metallic effects", "smooth uniform pigments"
+  - "individual facial expressions", "naturalistic proportions", "flying gallop horses"
+  - "Renaissance perspective", "Gothic elements", "photographic realism"
+  - "digital perfection", "contemporary interpretations", "Victorian medieval revival"
+- **Canvas Positives (≥2):**
+  - "exactly [declared ratio]", "manuscript page proportioned"
+  - "0.15-0.35mm wire-equivalent precision", "hand-placed dot stippling systems"
+  - "woad blue only", "orpiment craquelure", "verdigris translucency"
+  - "Celtic/Germanic/Mediterranean synthesis", "theological light theory eyes"
+  - "stereotyped evangelist differentiation", "8th-century authentic pigments"
+- **Vocabulary warnings:** Avoid "individual personality," "realistic expressions," "modern precision," "lapis lazuli," "atmospheric depth."
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Manuscript Ratios (2:3, 3:4):** Theological architectural framing, interlace border integration, 60-70% decorative program to 30-40% text/figure balance
+- **For Square (1:1):** Carpet page organization, cross-form structure with interlace infill, border complexity matching central density
+- **For Portrait (4:5):** Evangelist portrait format with architectural framing, symbol integration, curtain/drapery elements
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Flat theological space with faux metalwork depth simulation, no linear perspective, symbolic hierarchy through scale and position
+- **Grid/symmetry:** Mathematical interlace relationships, Germanic panel organization, symmetrical theological programs around sacred centers
+- **Figure:ground ratio:** 50-60% decorative program with theological figure integration, faux metalwork background simulation
+- **Density percentage:** High complexity balanced for manuscript scale reading, pattern density coordinated with theological program importance
+- **Lighting logic:** Theological light emanation from eyes and sacred texts, no atmospheric lighting, symbolic illumination through pale colors
+- **Detail:negative space ratio:** Minimal negative space, maximum pattern density within readability requirements, interlace filling systems
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Calf vellum substrate with natural texture, aging characteristics, ruled preparation lines for text integration
+- **Frame/Band Anchor:** Interlace border systems with Celtic mathematical precision, Germanic panel organization, 15-40mm proportional width
+- **Production Context Anchor:** Monastic scriptorium with Continental metalworking knowledge, luxury material access, royal/episcopal patronage standards
+- **Ratio Enforcement Anchor:** Composition designed for manuscript proportions with integrated decorative program, theological hierarchy respect
+
+------
+
+### 8) Typography & Text Integration
+
+- **Binary:** Typography as decoration required - text transforms into imagery (Chi-Rho standard).
+- **If typography integration:**
+  - **Ratio-Appropriate Zones:** Letter-pattern integration within decorative framework, Insular Majuscule transformation into decorative programs
+  - **Copy limits:** Sacred text passages, liturgical content, evangelist identification positioned for manuscript reading with decorative integration
+  - **Period-Appropriate Typography:** Insular Majuscule script with decorative transformation, iron gall ink coordination with pigment decoration
+  - **Font recommendation:** "Insular Majuscule with decorative transformation (no modern digital equivalent). Letters become patterns, words become images."
+- **Format-Specific Text Rules:**
+  - **Carpet page mode:** Pure decorative programs, cross-form text integration if present
+  - **Evangelist portrait mode:** Name/identification integration within architectural framing
+  - **Initial page mode:** Letter dissolution into decorative programs (Chi-Rho transformation standard)
+  - **Narrative mode:** Minimal text integration respecting decorative program dominance
+- **Historical accuracy:** Script forms authentic to 8th-century Insular practice with documented decorative transformation systems.
+- **Production Method Integration:** Iron gall ink coordination with glair tempera, text-decoration synthesis, theological program text coordination.
+
+------
+
+## Enhanced Validation Checklist (background based, do not add to prompt)
+
+- **Section 1:** Canvas Override + exact ratio + IP Safeguard + Style Dominance + Face Flag + Pose Flag + Canvas Control Flag + Synthesis Requirement
+- **Section 2:** Manuscript ratio selection + theological division strategy + filigree organization + faux metalwork background + format justification
+- **Section 3:** 5 fields + tone tag + production era authenticity + synthesis documentation
+- **Section 4:** ≥5 anchors + measurement specifications + pose + scale + material authenticity + period consistency + synthesis integration
+- **Section 5:** Wardrobe + YAML props + theological coordination + Insular synthesis coherence
+- **Section 6:** ≥2 canvas negatives + ≥2 canvas positives + vocabulary warnings + synthesis constraints
+- **Section 7:** Ratio-specific composition + perspective regime + figure:ground + density + theological lighting + surface context + frame policy + production context + ratio enforcement
+- **Section 8:** Typography as decoration policy + manuscript integration + script authenticity + period accuracy + synthesis coordination
+- **Canvas Control:** Manuscript proportions specified, theological division declared, original dimensions ignored
+- **IP Protection:** Original Celtic/Germanic/Mediterranean synthesis, appropriate theological iconography
+- **Material authenticity:** 8th-century techniques verified with authentic pigment constraints
+- **Production authenticity:** Monastic scriptorium standards with Continental metalworking knowledge
+- **Composition boundaries:** Interlace borders only, no external modern frames
+- **Period consistency:** Celtic/Germanic/Mediterranean synthesis throughout
+- **Technical precision:** Quantified measurements for line weights, dot placement, pattern density
+- **Synthesis balance:** Celtic interlace, Germanic precision, Mediterranean iconography integrated
+- **Anti-naturalism:** Stereotyped representation enforced over individual expression
+- **Theological program:** Patristic commentary-based symbolism implemented
+
+------
+
+## Insular-Specific Technical Requirements
+
+### Core Material Physics
+
+- **Substrate:** Calf vellum with natural texture, aging characteristics, approximately 260x370mm original proportions
+- **Primary Medium:** Glair (egg white) tempera with documented 8th-century pigment palette excluding lapis lazuli
+- **Outline System:** Iron gall ink with wire-equivalent precision hierarchy 0.15-0.35mm, Germanic filigree organization
+- **Pigment Application:** Orpiment cracking characteristics, verdigris translucency, hand-placed dot stippling (thousands documented)
+
+### Synthesis Framework Specifications
+
+- **Celtic Elements:** Mathematical interlace relationships, spiral proportions, zoomorphic integration within geometric frameworks
+- **Germanic Elements:** Filigree precision standards, panel organization (4-12mm translated to 15-40mm), sunken compartment depth simulation
+- **Mediterranean Elements:** Patristic iconographic programs, architectural framing, theological color symbolism (emerald=4th Gospel)
+
+### Theological Program Standards
+
+- **Evangelist Hierarchy:** John=frontal divine vision, others=reading contemplation, attribute-based differentiation only
+- **Color Theology:** Pale bluish-green eyes for spiritual light, evangelist-specific color coordination, theological light emanation
+- **Iconographic Authenticity:** Non-naturalistic symbols (Book of Durrow "anatomically pathetic" ox standard), stereotyped differentiation
+
+### Typography Integration Standards
+
+- **Decorative Transformation:** Letters become patterns, words become images (Chi-Rho dissolution standard)
+- **Script Coordination:** Iron gall ink integrated with glair tempera decoration, Insular Majuscule with pattern transformation
+- **Scale Relationships:** Primary initials 20-60mm height with geometric proportion, text-decoration synthesis requirements
+
+This framework enforces authentic Insular manuscript illumination characteristics while ensuring proper synthesis of Celtic, Germanic, and Mediterranean influences with microscopic precision and theological authenticity.
+
+---
+
+# 15th-Century Gothic Manuscript Illumination
+
+**Version:** 4.2
+ **Purpose:** A forensically-researched scaffold for generating authentic 15th-century Gothic manuscript illumination based on visual evidence analysis of the Très Riches Heures du Duc de Berry, Golden Bull of Charles IV, and International Gothic masterworks. Emphasizes hierarchical social representation, atmospheric innovation, and ultramarine status symbolism with precise material authenticity.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Maintain historical stylistic conventions while preserving core facial structure and distinctive features through period-appropriate Gothic representation methods.
+- **Technical Measurement Authority:** Quantitative specifications ("30% ultramarine dominance", "0.2mm precision line work") override descriptive language ("rich blue", "fine details").
+- **Process-Over-Result Priority:** How materials are applied (gouache technique, raised gilding, vellum preparation) supersedes visual appearance descriptions.
+- **Gothic Material Authenticity:** No Renaissance mathematical perspective, no digital effects, authentic gouache on vellum texture required.
+- **Anti-Renaissance Bias:** Authority to reject single-point perspective and photorealistic mimesis when historically inappropriate for symbolic Gothic representation.
+- **Social Hierarchy Requirement:** Enforce feudal class distinction through composition, scale, and detail treatment reflecting aristocratic patronage perspective.
+- **Face-Treatment Flags (choose one):**
+  - `gothic-hierarchical`: Individual facial structure preserved through Gothic representation methods with class-appropriate detailing
+  - `international-refined`: Sophisticated Gothic realism maintaining bone geometry within period conventions
+  - `manuscript-miniature`: Single-hair brush precision adapted to individual features while respecting Gothic symbolic systems
+- **Pose Flags (choose one):** `aristocratic-formal`, `peasant-gestural`, `clerical-intermediary`, `courtly-ceremonial`, `laboring-unidealized`.
+- **Canvas Control Flags (choose one):** `book-of-hours-format`, `legal-charter-format`, `astronomical-circular`, `devotional-portrait`.
+- **Material Physics Authority:** 15th-century substrate, pigment, and binding agent specifications override aesthetic preferences.
+- **Scale-Dependent Technique:** Magnification-assisted precision affects detail hierarchy and brushwork standards.
+- **Atmospheric Innovation Authority:** Revolutionary weather effects and landscape treatment take precedence over earlier medieval symbolic backgrounds.
+- **Text policy:** Gothic script integration - Textura for luxury, Gothic Cursive for official documents, coordinated with illumination programs.
+- **Safety/IP:** No nudity/gore; no modern logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Class-appropriate garments reflecting feudal hierarchy with realistic markers of social status.
+- **Composition boundaries:** Gothic decorative borders integral to composition, no external modern frames.
+- **Failure Mode Flags:** Avoid Renaissance perspective, Romantic idealization, Victorian medieval revival, digital photography effects.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw in **15th-Century Gothic Manuscript Illumination** for **illuminated manuscript page format**.
+- Identity via individual facial structure preservation through period-appropriate Gothic representation methods, maintaining distinctive features within hierarchical social conventions.
+- **IP Safeguard Declaration:** Create original Gothic illumination programs avoiding copyrighted interpretations while respecting authentic International Gothic characteristics.
+- Declare **Face-Treatment Flag**: `gothic-hierarchical`.
+- Declare **Pose Flag**: `aristocratic-formal` or `peasant-gestural` (class-appropriate).
+- Declare **Canvas Control Flag**: `book-of-hours-format`.
+- **Style Dominance line:** International Gothic synthesis of atmospheric innovation, hierarchical representation, and material luxury dominates over Renaissance naturalism.
+- **Mode Selector:** Book of Hours, legal charter, astronomical manuscript, devotional portrait.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION (choose one exact specification):**
+
+**GOTHIC MANUSCRIPT FORMATS:**
+
+- `2:3` (Book of Hours standard / Très Riches Heures proportion)
+- `1.38:1` (luxury devotional format / 29x21cm equivalent)
+- `1.45:1` (legal charter format / 30.5x21cm equivalent)
+- `1:1` (astronomical/circular composition format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** hierarchical-social-division with atmospheric background integration
+- **Spatial Allocation:** feudal class positioning with architectural dominance and landscape innovation
+- **Background Treatment:** detailed co-subject architecture (castles/châteaux) with revolutionary weather effects
+- **Format Justification:** manuscript proportions serve Gothic hierarchical narrative with International Gothic atmospheric sophistication
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** International Gothic innovation, Gothic architectural aesthetics, feudal social hierarchy, Limbourg Brothers atmospheric revolution, Continental manuscript traditions.
+- **Medium/Production method:** Gouache on prepared vellum with gum-arabic binder, raised gilding using 23k gold leaf over gesso sottile, single-hair brush precision techniques.
+- **Thematic purpose:** Devotional instruction, aristocratic prestige display, social hierarchy reinforcement, calendar/seasonal documentation.
+- **3–5 hallmark motifs with quantified specifications:**
+  - Ultramarine dominance: 30% compositional presence in skies/royal garments as status anchor (lapis lazuli cost = patronage level)
+  - Atmospheric innovation: visible frozen breath, snow accumulation, night scenes (revolutionary for Northern European art)
+  - Social hierarchy contrast: aristocratic leisure vs. peasant labor with unidealized realism (torn clothing, exposed undergarments)
+  - Architectural co-dominance: detailed castles/châteaux as narrative equals, not subordinate backgrounds
+  - Raised gilding precision: 23k gold leaf over gesso base with burnished mirror finish using agate tools
+- **Period framing:** 1413-1489, International Gothic peak period, Limbourg Brothers innovation to Jean Colombe completion.
+- **Tone Tag:** Hierarchical-Atmospheric-Luxurious.
+- **Production Era Authenticity:** Aristocratic patronage standards with Continental manuscript tradition, luxury vellum preparation, mineral pigment investment.
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Line Quality with Precision Standards:** 0.2mm fine line work using single squirrel hair brushes, magnification-assisted detail rendering, consistent precision without visible brush strokes, structural uniformity matching Gothic architectural aesthetics.
+- **Color Mixing Methods:** Gouache technique with gum-arabic binder, controlled opacity maintaining vellum texture visibility, ultramarine status hierarchy enforcement (Virgin/royalty exclusive), mineral pigment authenticity (malachite green, verdigris variations).
+- **Texture Thickness Specifications:** Smooth gouache application without brush stroke evidence, raised gilding 2-3mm elevation over gesso sottile base, burnished gold leaf with seamless 23k application, vellum substrate texture preservation.
+- **Edge Treatment:** Gothic linear precision, hierarchical outline weight, architectural detail parity, no atmospheric blur or simplification, symbolic spatial definition over mathematical perspective.
+- **Stroke Economy with Directional Requirements:** Minimal stroke economy favoring Gothic precision, directional emphasis toward social hierarchy focal points, atmospheric detail innovation (weather effects, seasonal variations).
+- **Surface Depth Measurements:** Symbolic perspective through hierarchical scaling, architectural detail as co-subject (not background subordination), atmospheric distance via size reduction not blur, raised gilding creating physical depth.
+- **Detail Hierarchy with Class Specifications:** Aristocratic figures: formal precision, rich material rendering; Peasant figures: gestural accuracy, realistic class markers (torn clothing), unidealized labor poses; Architectural elements: equal detail treatment with human subjects.
+- **Material Simulation with Authentic Characteristics:** Vellum preparation with pumice surface treatment, chalk/gypsum ground for color luminosity, authentic aging characteristics, period-appropriate substrate quality differentiation.
+- **Pose Anchors:** Class-appropriate positioning (aristocratic formal vs. peasant gestural), individual facial structure adapted to Gothic representation methods, social hierarchy through scale and placement, ceremonial vs. labor pose vocabulary.
+- **Scale Hierarchy Anchor:** Social importance = visual scale, architectural elements as co-subjects, atmospheric perspective through size not blur, feudal hierarchy maintained through compositional structure.
+- **Material Authenticity Anchor:** Lapis lazuli ultramarine status constraint, gouache on vellum technique, raised gilding with documented 15th-century methods, authentic mineral pigment palette limiting.
+- **Period Consistency Anchor:** International Gothic innovation standard, atmospheric effects revolutionary for Northern European art, social hierarchy authentic to aristocratic patronage perspective.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+- **Wardrobe tracks:** Aristocratic ceremonial (court dress, hunting attire), peasant labor (realistic work clothing with class markers), clerical intermediary (ecclesiastical vestments), royal regalia (crown, scepter, ultramarine prominence).
+- **Fabric behavior:** Class-differentiated textile treatment - aristocratic: rich drapery with detailed textile rendering; peasant: torn clothing, exposed undergarments (ceroulas), realistic wear patterns.
+- **Accessory caps:** Class-appropriate 1-2 symbolic attributes (chalice, crown, sickle, book), maximum focus on social hierarchy clarity and period authenticity.
+- **Color palette restrictions:** Ultramarine reserved for Virgin/royalty status anchor, malachite green abundant application, mineral pigment constraints reflecting 15th-century availability and cost hierarchy.
+- **Wardrobe variation required:** Cycle through class-appropriate garments maintaining feudal hierarchy authenticity, seasonal variations reflecting calendar manuscript traditions.
+- **Props:** 1 primary class attribute + optional 1 secondary (total ≤2) with social hierarchy clarity and manuscript-scale appropriateness.
+- **Coherence filter:** All elements support International Gothic presentation; fallback = atmospheric innovation emphasis with social hierarchy clarity.
+
+**YAML prop pools:**
+
+```yaml
+aristocratic_props:
+  primary: [crown, scepter, chalice, hunting_horn, prayer_book]
+  secondary: [falcon, jeweled_belt, ermine_trim, court_sword]
+peasant_props:
+  primary: [sickle, scythe, basket, plow, wool_spindle]
+  secondary: [torn_cap, wooden_bucket, simple_tools, rough_shoes]
+clerical_props:
+  primary: [crozier, miter, gospel_book, thurible, cross]
+  secondary: [liturgical_vestments, psalm_scroll, holy_oil]
+architectural_elements:
+  gothic: [pointed_arch, flying_buttress, rose_window, spire]
+  secular: [castle_tower, château_wall, fortification, manor_house]
+```
+
+------
+
+### 6) Constraints
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "unmodified framing"
+  - "mathematical perspective", "single-point vanishing", "Renaissance linear perspective"
+  - "photorealistic mimesis", "digital effects", "HDR smoothing", "lens flare"
+  - "idealized peasant labor", "romanticized poverty", "generic medieval fantasy"
+  - "atmospheric blur", "depth-of-field", "background simplification"
+- **Canvas Positives (≥2):**
+  - "exactly [declared ratio]", "Gothic manuscript proportioned"
+  - "hierarchical composition", "feudal social structure", "aristocratic perspective"
+  - "30% ultramarine dominance", "lapis lazuli status anchor"
+  - "atmospheric innovation", "weather effects", "seasonal variations"
+  - "architectural co-dominance", "detailed background parity", "Gothic precision"
+- **Vocabulary warnings:** Avoid "democratic representation," "idealized labor," "atmospheric photography," "Renaissance realism," "romantic medievalism."
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Book of Hours (2:3, 1.38:1):** Hierarchical narrative with aristocratic leisure vs. peasant labor contrast, atmospheric innovation integration, architectural co-dominance
+- **For Legal Charter (1.45:1):** Heraldic emphasis with imperial symbols, Gothic Cursive script integration, formal ceremonial hierarchy
+- **For Astronomical (1:1):** Circular composition systems, zodiac integration, mathematical precision balanced with Gothic decorative aesthetics
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Symbolic hierarchical perspective with atmospheric distance via size reduction, no mathematical single-point system, Gothic spatial logic prioritizing social order
+- **Grid/symmetry:** Gothic architectural proportional systems, feudal hierarchy through positioning, ceremonial symmetry around authority figures
+- **Figure:ground ratio:** Background architectural detail parity (no subordination), 40-50% environmental context as co-subject, detailed landscape with weather effects
+- **Density percentage:** High complexity throughout composition (no simplified backgrounds), atmospheric innovation detail, social hierarchy clarity maintained
+- **Lighting logic:** Symbolic illumination reflecting social status, gold leaf luminosity, seasonal lighting variations, no photographic atmospheric effects
+- **Detail:negative space ratio:** Minimal negative space, maximum information density, Gothic horror vacui balanced with hierarchical clarity
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Prepared vellum with pumice texture, chalk/gypsum ground luminosity, ruled guidelines for text integration, quality indicators reflecting patronage level
+- **Frame/Band Anchor:** Gothic decorative border systems with architectural motif integration, manuscript page boundary respect, no external modern framing
+- **Production Context Anchor:** Aristocratic patronage workshop with Continental manuscript standards, luxury material access, International Gothic innovation capacity
+- **Ratio Enforcement Anchor:** Composition designed for manuscript proportions with integrated atmospheric innovation, social hierarchy optimization for declared format
+
+------
+
+### 8) Typography & Text Integration
+
+- **Binary:** Gothic script integration essential for manuscript authenticity.
+- **If typography integration:**
+  - **Ratio-Appropriate Zones:** Script selection by manuscript type - Textura for luxury devotional, Gothic Cursive for legal/official, positioned for Gothic reading patterns
+  - **Copy limits:** Period-appropriate text content - liturgical passages, legal formulations, astronomical notation positioned for manuscript integration
+  - **Period-Appropriate Typography:** Textura characteristics (vertical emphasis, dense 'woven' texture, sharp broken lines), Gothic Cursive (decorative flourishing, rapid execution)
+  - **Font recommendation:** "Authentic Gothic Textura (no modern digital equivalent). Reference: 15th-century Gothic Bookhand with architectural aesthetic coordination."
+- **Format-Specific Text Rules:**
+  - **Book of Hours mode:** Textura script with illuminated initials, calendar integration, devotional text coordination
+  - **Legal charter mode:** Gothic Cursive with heraldic integration, official formulation positioning
+  - **Astronomical mode:** Technical notation integration with circular compositions, instructional text coordination
+  - **Devotional portrait:** Minimal text integration respecting portrait hierarchy
+- **Historical accuracy:** Script forms authentic to 15th-century Gothic practice with documented regional variations and class distinctions.
+- **Production Method Integration:** Gum-arabic ink coordination with gouache illumination, ruled guideline respect, text-image hierarchical integration.
+
+------
+
+## Enhanced Validation Checklist (background based, do not add to prompt)
+
+- **Section 1:** Canvas Override + exact ratio + IP Safeguard + Style Dominance + Face Flag + Pose Flag + Canvas Control Flag + Social Hierarchy Requirement
+- **Section 2:** Gothic manuscript ratio selection + hierarchical division strategy + atmospheric integration + architectural co-dominance + format justification
+- **Section 3:** 5 fields + tone tag + production era authenticity + International Gothic innovation
+- **Section 4:** ≥5 anchors + measurement specifications + pose + scale + material authenticity + period consistency + atmospheric innovation
+- **Section 5:** Wardrobe + YAML props + class differentiation + Gothic hierarchy coherence
+- **Section 6:** ≥2 canvas negatives + ≥2 canvas positives + vocabulary warnings + hierarchy constraints
+- **Section 7:** Ratio-specific composition + perspective regime + figure:ground + density + symbolic lighting + surface context + frame policy + production context + ratio enforcement
+- **Section 8:** Typography integration policy + manuscript coordination + script authenticity + period accuracy + hierarchical text integration
+- **Canvas Control:** Gothic manuscript proportions specified, hierarchical division declared, original dimensions ignored
+- **IP Protection:** Original Gothic illumination programs, appropriate International Gothic characteristics
+- **Material authenticity:** 15th-century techniques verified with ultramarine status constraints
+- **Production authenticity:** Aristocratic patronage standards with Continental manuscript tradition
+- **Composition boundaries:** Gothic decorative borders only, no external modern frames
+- **Period consistency:** International Gothic innovation throughout with social hierarchy authenticity
+- **Technical precision:** Quantified measurements for ultramarine dominance, line precision, atmospheric effects
+- **Social hierarchy:** Feudal class distinction enforced through composition, scale, detail treatment
+- **Atmospheric innovation:** Revolutionary weather effects and landscape treatment implemented
+- **Anti-Renaissance:** Symbolic perspective enforced over mathematical linear systems
+
+------
+
+## Gothic-Specific Technical Requirements
+
+### Core Material Physics
+
+- **Substrate:** Prepared vellum with pumice surface treatment, chalk/gypsum ground, approximately 29x21cm (Book of Hours) or 30.5x21cm (legal charter) proportions
+- **Primary Medium:** Gouache with gum-arabic binder, controlled opacity, authentic mineral pigment palette
+- **Outline System:** Single squirrel hair brush precision, 0.2mm line work, magnification-assisted detail rendering
+- **Gilding Application:** Raised method using gesso sottile base, 23k gold leaf, agate burnishing tools
+
+### Social Hierarchy Framework Specifications
+
+- **Aristocratic Treatment:** Formal poses, ultramarine prominence, rich material rendering, ceremonial positioning
+- **Peasant Treatment:** Gestural labor poses, realistic class markers (torn clothing, exposed undergarments), unidealized representation
+- **Clerical Treatment:** Intermediary positioning between temporal and divine realms, appropriate ecclesiastical vestments
+- **Architectural Treatment:** Co-subject status with detailed rendering parity, no background subordination
+
+### Atmospheric Innovation Standards
+
+- **Weather Effects:** Visible frozen breath, snow accumulation, seasonal color temperature, night scene gradation
+- **Landscape Development:** Recognizable geographic locations, detailed architectural accuracy, horizon establishment
+- **Distance Treatment:** Size reduction without atmospheric blur, maintaining detail parity throughout composition
+
+### Typography Integration Standards
+
+- **Textura Application:** Vertical Gothic emphasis, dense woven texture, sharp broken lines, architectural aesthetic coordination
+- **Gothic Cursive Application:** Decorative flourishing, administrative efficiency, official document appropriateness
+- **Text-Image Coordination:** Ruled guideline respect, hierarchical integration, manuscript reading pattern optimization
+
+This framework enforces authentic 15th-century Gothic manuscript illumination characteristics while preventing contamination from Renaissance, Romantic, or modern interpretations, maintaining strict social hierarchy representation and atmospheric innovation standards.
\ No newline at end of file
diff --git a/styles-source/archive/mnt/h/Vibe Coding/museomorph/styles-source/sunday_comics_prompts.md b/styles-source/archive/mnt/h/Vibe Coding/museomorph/styles-source/sunday_comics_prompts.md
new file mode 100644
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--- /dev/null
+++ b/styles-source/archive/mnt/h/Vibe Coding/museomorph/styles-source/sunday_comics_prompts.md	
@@ -0,0 +1,1628 @@
+# **Sunday Comics - Museum-Grade Framework**
+
+- ## Charles M. Schulz - 1950s-1970s Comic Strip Collection Aesthetic
+
+  ------
+
+  ## 🔧 Renderer-Agnostic Adapter (Schulz-Specific)
+
+  - **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+  - **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared 2:3 aspect ratio.
+  - **Style over likeness:** Likeness via simplified geometric silhouette and minimalist line economy.
+  - **Technical Measurement Authority:** Quantitative specifications ("1.5-2mm pen lines", "65-85 LPI halftone", "±0.5-1mm registration drift") override descriptive language.
+  - **Process-Over-Result Priority:** India ink application with Esterbrook 914 radio pen and 1960s offset printing supersedes visual appearance descriptions.
+  - **Custom Flag Authorization:** Schulz-specific technical flags permitted for authentic reproduction.
+  - **Anti-Conventional Bias:** Authority to generate deliberately sparse, melancholic aesthetics when historically accurate.
+  - **Face-Treatment Flag:** `pen-crosshatch` with mechanical consistency, dot eyes 3mm diameter, curved line mouths 8-12mm wide
+  - **Pose Flag:** `frontal-rigid` with bilateral symmetry, minimal perspective distortion
+  - **Canvas Control Flag:** `strict-reframe` for 2:3 vertical emphasis
+  - **Media Hybrid Flag:** Not applicable - pure pen-and-ink illustration
+  - **Material Physics Authority:** Strathmore 3-ply paper, India ink, Esterbrook 914 radio pen (drawing), Speedball C-5 pen (lettering) specifications override aesthetic preferences.
+  - **Scale-Dependent Technique:** Newsprint reproduction requires simplified detail hierarchy and high-contrast line work.
+  - **Cultural Production Authenticity:** 1960s-1970s American mass-market paperback methods take precedence over modern printing.
+  - **Quantifiers authoritative:** All numeric specifications (line weights, halftone frequencies, registration tolerances) are binding targets.
+  - **Text policy:** Always allow text for cover format - hand-lettered titles essential.
+  - **Safety/IP:** No Peanuts characters, names, or copyrighted elements; create original "Beagle" universe characters.
+  - **Age & wardrobe guardrail:** Characters are children - simple, modest clothing appropriate to 1950s-1970s suburban youth.
+  - **Gender expression:** Simple, non-gendered children's clothing variations.
+  - **Material authenticity:** No digital smoothing, vector conversion, or modern gradient effects - authentic halftone dot structure required.
+  - **Period Production Authenticity:** 1960s-1970s offset printing limitations (visible dots, registration drift, ink spread) are mandatory, not optional.
+  - **Composition boundaries:** No decorative frames - cover bleeds to trim edges.
+  - **Failure Mode Flags:**
+    - Avoid: anime autopilot, digital vector smoothness, modern printing perfection, gradient shading, complex linework variation
+    - Require: mechanical line consistency, visible halftone structure, period printing artifacts, simplified geometric forms
+  - **Silent validation:** Apply Schulz technique checklist (round heads, zigzag stripes, minimalist features, flat composition, hand-lettered text); regenerate silently if fail.
+
+  ------
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+
+  Redraw as vintage 1950s-1970s **Beagle** book cover for **mass-market paperback publication format**.
+
+  Identity via simplified geometric silhouette and gestural line economy.
+
+  **IP Safeguard Declaration:** Original character designs avoiding copyrighted Peanuts iconography - create distinct round-headed children and anthropomorphic dog characters with unique visual identities separate from Charlie Brown, Snoopy, Lucy, Linus, and all Peanuts characters.
+
+  **Face-Treatment Flag:** `pen-crosshatch` with clean 1-2mm ink lines
+   **Pose Flag:** `frontal-rigid` with minimal perspective distortion
+   **Canvas Control Flag:** `strict-reframe`
+   **Style Dominance:** Period-authentic offset printing aesthetics override modern digital clarity
+
+  **Mode Selector:** Cover mode - vintage paperback book design
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO:** `2:3` (standard paperback/poster format)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** recompose-entirely for vertical cover emphasis
+  - **Spatial Allocation:** Central character placement with 70% figure dominance
+  - **Background Treatment:** Solid color fields (60-80% coverage) with minimal environmental detail
+  - **Format Justification:** 2:3 ratio maximizes shelf visibility and vintage paperback authenticity
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:** Charles M. Schulz minimalist newspaper comic aesthetic, 1950s-1970s offset printing limitations, Federal School of Applied Cartooning correspondence course techniques
+
+  **Medium/Production Method:**
+
+  - India ink on Strathmore 3-ply paper
+  - Esterbrook 914 radio pen (2mm nib) for character lines
+  - Speedball C-5 pen for hand lettering
+  - 4-color offset printing process (CMYK) with period-typical registration drift ±0.5-1mm
+
+  **Thematic Purpose:** Childhood anxiety, unrequited affection, gentle melancholy through simplified visual language
+
+  **Hallmark Motifs with Specifications:**
+
+  1. **Round-headed children** - head-to-body ratio 1:1.5, perfectly circular craniums
+  2. **Zigzag shirt pattern** - 6-8 horizontal stripes, 15-20° angle variation
+  3. **Minimalist facial features** - dot eyes 3mm diameter, curved line mouth 8-12mm wide
+  4. **Two-legged anthropomorphic dog** - upright posture, floppy ears 40% head height
+  5. **Speech balloon simplicity** - single-weight 1.5mm outline, minimal tail decoration
+
+  **Period Framing:** 1950s-1970s American comic strip golden age, post-war suburban childhood
+
+  **Tone Tag:** Gentle, melancholic, philosophically innocent
+
+  **Production Era Authenticity:** 1960s-1970s mass-market paperback printing - halftone dots visible at 65-85 LPI, slight color registration misalignment, uncoated or lightly coated paper stock
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality Specifications:**
+
+  - Primary character outlines: consistent 1.5-2mm India ink lines
+  - Esterbrook 914 radio pen weight throughout
+  - No line variation or tapering - mechanical consistency
+  - Clean corners without hand-tremor artifacts
+  - Background elements: simplified 1mm holding lines
+
+  **Printing Method Physics:**
+
+  - 65-85 LPI halftone screen for solid colors
+  - ±0.5-1mm CMYK registration drift (authentic to 1960s offset)
+  - Dot gain 15-20% on uncoated stock
+  - Ink bleed 0.3-0.5mm on character edges
+  - Visible rosette pattern in solid color areas
+
+  **Color Mixing Limitations:**
+
+  - 4-color process only (C, M, Y, K)
+  - No spot colors or metallics
+  - Flat color fills - no gradients
+  - Limited palette: primary + secondary colors
+  - Paper white as highlight (no overprinting whites)
+
+  **Typographic Treatment:**
+
+  - Hand-lettered title: Speedball C-5 pen characteristics
+  - Letterforms 18-24mm height for primary title
+  - Slight irregularity in baseline (±2mm variation)
+  - Period-appropriate sans-serif for secondary text
+  - No digital fonts - authentic hand-drawn appearance
+
+  **Paper Stock Physics:**
+
+  - Uncoated pulp paper absorbency
+  - Slight yellowing/aging appropriate to era
+  - Visible paper texture (20-40 lb stock)
+  - Edge wear and corner rounding permitted
+
+  **Pose Anchor:**
+
+  - Head tilt: 0-15° maximum
+  - Shoulder-hip alignment: parallel (no contrapposto)
+  - Weight distribution: 50/50 symmetrical stance
+  - Gesture economy: minimal hand positions, simplified digit count
+
+  **Scale Hierarchy:**
+
+  - Character proportions maintained at 1:1.5 head-to-body
+  - Background elements 30-40% character scale
+  - Typography 20-25% cover height for primary title
+
+  **Material Authenticity:**
+
+  - Authentic India ink surface with 0.1mm relief
+  - Strathmore 3-ply paper tooth visible in white areas
+  - No digital smoothing or vector conversion
+  - Period halftone simulation with authentic dot structure
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **Wardrobe Tracks:**
+
+  - **Youth (generic):** Simple solid-color t-shirts, zigzag stripe patterns, plain shorts/skirts
+  - **Fabric behavior:** Cotton flatness, no draping complexity, simplified fold structure
+
+  **Accessory Caps:** Minimalist (0-2 items maximum)
+
+  - Baseball caps with single-panel construction
+  - Simple pet collars
+  - Blanket accessories (security blanket character element)
+
+  **Color Palette Restrictions:**
+
+  - Primary colors: pure red, yellow, blue
+  - Secondary: orange, green, purple
+  - Black outlines universal
+  - Limited earth tones for backgrounds
+
+  **Wardrobe Variation Required:** Cycle through: red shirts, yellow dresses, striped patterns, solid colors - avoid identical repetition across multiple covers
+
+  **Props (YAML Pool):**
+
+  ```yaml
+  beagle_props:
+    hero_props:
+      - baseball_glove: "oversized mitt, simplified stitching"
+      - doghouse: "simple A-frame, single panel door"
+      - toy_piano: "miniature grand, 8-key visible"
+      - football: "classic leather laces, oval simplified"
+      - kite: "diamond shape, tangled string optional"
+    
+    micro_props:
+      - security_blanket: "draped cloth, minimal folds"
+      - dog_dish: "simple bowl, name lettering"
+      - psychiatric_booth: "lemonade stand style"
+  ```
+
+  **Coherence Filter:** All elements support 1950s-1970s suburban American childhood aesthetic
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives:**
+
+  - "original aspect ratio"
+  - "source dimensions"
+  - "photorealistic rendering"
+  - "gradient shading"
+  - "digital vector smoothness"
+  - "modern offset printing quality"
+  - "perfect color registration"
+  - "Peanuts characters"
+  - "Charlie Brown"
+  - "Snoopy"
+  - "Lucy van Pelt"
+
+  **✅ Canvas Positives:**
+
+  - "exactly 2:3 ratio"
+  - "recomposed for paperback cover"
+  - "1960s offset printing characteristics"
+  - "visible halftone dot structure"
+  - "±1mm registration drift"
+  - "period-authentic color separation"
+  - "hand-lettered typography"
+  - "original Beagle characters"
+  - "round-headed children"
+  - "anthropomorphic dog"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC COMPOSITION (2:3 Portrait):**
+
+  - Vertical emphasis with 70% figure dominance
+  - Character placement: center-weighted with 15% margin top/bottom
+  - Typography hierarchy: upper 25% of canvas
+
+  **STYLE-SPECIFIC COMPOSITION:**
+
+  - Perspective: flat frontal presentation, minimal depth cues
+  - Grid/symmetry: bilateral symmetry for character placement
+  - Figure:ground: 70% character, 30% background/negative space
+  - Density: sparse, 40% white space economy
+  - Lighting: flat ambient, no cast shadows
+  - Detail hierarchy: foreground sharp, background minimal
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** Offset-printed paperback cover on uncoated stock
+  - **Frame/Band Anchor:** None - composition bleeds to trim
+  - **Production Context:** 1960s-1970s commercial book printing with period-typical imperfections
+  - **Ratio Enforcement:** Vertical composition designed specifically for 2:3 format
+
+  **Background Treatment Options:**
+
+  - Solid color fields (single halftone color)
+  - Simple two-tone gradation (overlapping screens)
+  - Minimal landscape elements (grass line, sky division)
+  - 60-80% single-color dominance
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **BINARY:** Allow text (essential for cover format)
+
+  **RATIO-APPROPRIATE ZONES:**
+
+  - Primary title: upper 20-25% of canvas
+  - Publisher mark: small corner placement (2-3% scale)
+
+  **Typography Specifications:**
+
+  - **Primary Title:** Hand-lettered with Speedball C-5 pen characteristics
+    - Letter height: 18-24mm
+    - Weight: 3-4mm stroke width
+    - Spacing: irregular, ±2mm baseline variation
+    - Color: solid red, yellow, or black
+  - **Secondary Text:** Period sans-serif or hand-lettered
+    - "A NEW BEAGLE BOOK" - 8-12mm height
+    - "by [Author Name]" - 6-10mm height
+  - **Publisher Attribution:** 4-6mm height, bottom margin
+
+  **Copy Limits:**
+
+  - Primary title: ≤4 words
+  - Secondary line: ≤6 words
+  - Author credit: standard format
+
+  **Font Recommendation:**
+
+  - Closest Google Font: **Cooper Black** (rounded bold display, 80% match)
+  - Better period match: hand-lettered signage style
+  - Note: Authentic Schulz used hand-lettering with Speedball C-5
+
+  **Historical Accuracy:** Typography must reflect 1960s-1970s commercial book design with hand-lettered warmth and period printing limitations
+
+  **Production Method Integration:**
+
+  - Text rendered with same halftone dot structure as illustrations
+  - Slight ink spread (0.3-0.5mm) on letterforms
+  - Registration drift may affect multi-color text
+
+  ------
+
+  # Bill Watterson Style - Pepper & Thunder Framework
+
+  ## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+  **Constraint precedence:** Emotional authenticity over commercial polish; expressive brushwork supersedes technical precision
+   **Face-Treatment Flag:** `brush-loaded-single-stroke` with `watercolor-soft` atmospheric integration
+   **Pose Flag:** `gestural-fluid` with childlike energy and philosophical depth
+   **Canvas Control Flag:** `adaptive-extend` for naturalistic environment requirements
+   **Material Physics Authority:** Sable brush #3 with India ink on Bristol board, watercolor wash backgrounds, authentic brush bloom preservation
+   **Cultural/Period Authenticity:** 1985-1995 newspaper comic strip production, hand-lettered typography, period offset printing characteristics
+   **Expressive Philosophy:** Line economy serving emotional truth, backgrounds as atmospheric mood support, philosophical depth through innocent perspective
+   **Technical Specifications:** 1.5-2mm primary strokes, 0.3-0.5mm detail lines, crowquill pen backgrounds, authentic paper-ink interaction
+   **Sunday Format Innovation:** Half-page canvas freedom establishing artistic potential of comic strip medium, experimental panel layouts
+   **IP Protection:** Original boy-and-companion character designs avoiding Calvin/Hobbes iconography, distinct costume elements, alternative color schemes
+   **Safety Guardrails:** Age-appropriate content, modest attire for child characters, no copyrighted logos/signatures
+
+  > **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = modest age-appropriate attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+  ------
+
+  ## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **16:9 ratio** (Sunday strip half-page format) - ignore source image dimensions completely.
+
+  **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity throughout transformation. Adapt character design, clothing, and styling to match subject while avoiding Calvin/Hobbes iconography.
+
+  **IP Safeguard:** Create original child-and-companion characters with completely distinct designs:
+
+  - **Gender Preservation:** Maintain subject's presented gender identity
+  - **Hair style variation** (curly brown, messy black, short cropped, long flowing - NOT Calvin's spiky blonde)
+  - **Companion species change** (spotted leopard, raccoon, fox, dog - NOT striped tiger)
+  - **Clothing patterns** (blue/orange stripes, green/yellow, solid colors - NOT red/black)
+  - **NO Calvin iconography, NO Hobbes design elements**
+
+  **Likeness (style-first):** Identity via **kinetic gesture/wide-eyed wonder/mischievous expression** adapted to subject's age and gender presentation; integrate into **expressive comic medium** emphasizing **emotional authenticity** and **philosophical depth**.
+
+  **Face-Treatment Flag:** `brush-loaded-single-stroke`
+   **Pose Flag:** `gestural-fluid`
+   **Canvas Control Flag:** `adaptive-extend`
+   **Style Dominance:** Watterson's expressive brushwork and emotional honesty supersedes technical perfection, prioritizing **childhood wonder** and **philosophical insight**.
+   **Mode Selector:** Sunday Comic Strip Cover/Treasury Collection
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO SELECTION:**
+
+  - **16:9** (Sunday strip half-page - primary choice)
+  - **3:4** (treasury collection cover alternative)
+  - **4:3** (landscape book cover variation)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** adaptive-extend with naturalistic environment integration
+  - **Spatial Allocation:** Characters 40-60%, naturalistic background 30-50%, atmospheric breathing room 20-30%, philosophical text integration 10-15%
+  - **Background Treatment:** Watercolor-style environments (woodland scenes, snowy landscapes, suburban backyards) supporting emotional atmosphere
+  - **Format Justification:** Sunday strip format serves horizontal storytelling flow with environmental context and philosophical reflection integration
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:** Charles Schulz (emotional depth), George Herriman (Sunday page experimentation), Walt Kelly (social commentary), Windsor McCay (imaginative layouts)
+
+  **Medium/Production method:** Sable brush #3 with India ink on Bristol board, crowquill pen for backgrounds, watercolor wash atmospheric effects, single confident brush strokes with natural variation
+
+  **Thematic purpose:** Childhood imagination versus adult reality exploration, philosophical musings through innocent perspective, social satire via six-year-old observations
+
+  **Hallmark motifs:**
+
+  - **1.5-2mm confident brush strokes** with natural thick-to-thin variation and authentic blooms
+  - **150% eye enlargement** beyond standard cartoon proportion with 2 o'clock white highlights
+  - **20-30 individual grass blade strokes** per clump with 8-12 tree bark texture lines per trunk
+  - **30% solid black panel coverage** for dramatic contrast with 1mm feathering edges
+  - **200-250% limb extension** during action sequences with 180-degree jaw drops for surprise
+
+  **Period framing:** American newspaper syndication 1985-1995, specifically Sunday half-page format innovations post-1992
+
+  **Tone Tag:** Whimsical-philosophical with energetic contemplation
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality with Tool Marks:**
+
+  - Sable brush #3 primary strokes: 1.5-2mm standard weight
+  - Thick-to-thin tapering: 3:1 ratio for dynamic energy
+  - Ink saturation: 75% loading for variable line density
+  - Crowquill backgrounds: 0.3-0.5mm consistent detail
+  - Authentic brush blooms: 0.5mm terminal spread
+
+  **Stroke Economy with Direction:**
+
+  - Character outlines: 8-15 confident strokes per figure
+  - Facial features: 3 eye strokes, 1 nose, 2 mouth
+  - Hair expression: 5-8 directional spikes radiating from crown
+  - Companion stripes/spots: 12-18 curved patterns, 2-4mm variation
+  - Motion lines: 6-10 parallel streaks at 30-60 degree angles
+
+  **Background Naturalism:**
+
+  - Tree detail: 8-12 bark texture lines per trunk
+  - Foliage: 20-30 individual leaf/needle strokes per cluster
+  - Snow texture: Watercolor wash with white paper showing through
+  - Grass rendering: 20-30 blade strokes per foreground clump
+
+  **Expression Mastery (Universal for All Genders):**
+
+  - Eye enlargement: 150% standard cartoon proportion
+  - Pupils: 40% of eye diameter with 2 o'clock highlights
+  - Jaw extension: 200% opening for shock/surprise
+  - Neck stretch: 150% elongation for emphasis
+  - Same expressive range regardless of character gender
+
+  **Female Character Specifications:**
+
+  - **Hair rendering:** Bob cuts (3-5 brush strokes), ponytails (2-3 strokes for tie + flowing hair), longer styles (6-10 flowing strokes with natural movement)
+  - **Face structure:** Identical proportional system to male characters - round heads, large eyes, simple nose indication
+  - **Clothing drape:** Dresses/skirts flow with 4-6 curved strokes, same fabric physics as male character clothing
+  - **Body proportions:** Same 3-heads-tall child system, no gender-based proportion differences
+  - **Emotional range:** Full expressive capacity - mischief, wonder, frustration, philosophical contemplation
+
+  **Pose Anchors:**
+
+  - Head tilt: 15-45 degrees during contemplation
+  - Action extension: 200-250% limb stretch for kinetic energy
+  - Weight distribution: 70/30 split for dynamic stances
+  - Gesture economy: Maximum 3 action lines per limb
+
+  **Atmospheric Integration:**
+
+  - Watercolor wash backgrounds: 40-60% environmental coverage
+  - Sky gradients: Natural blue-to-white transitions
+  - Weather effects: Snow/rain with directional consistency
+  - Environmental depth: 3-layer visual separation (foreground 100%, midground 60%, background 40%)
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **YOUTH TRACK (Child Character - Adapt to Subject):**
+
+  **For Female Characters (like Susie Derkins):**
+
+  - **Hair styles:** Bob cut (3-5 confident strokes), ponytail (2-3 strokes for tie + 4-6 flowing strokes), longer flowing hair (6-10 natural movement strokes)
+  - **Primary clothing:** Dresses (4-6 curved drape strokes), skirts with shirts, overalls, shorts combinations
+  - **Color palette:** Pink/purple common but also yellow, blue, green, orange - full color spectrum available
+  - **Accessories:** Hair bows (2-3 strokes), simple jewelry optional (≤1 item)
+
+  **For Male Characters (like Calvin):**
+
+  - **Hair styles:** Spiky (5-8 radiating strokes), short messy (3-5 directional strokes), bowl cut (2-4 curved strokes)
+  - **Primary clothing:** T-shirts with shorts/pants, overalls, casual wear
+  - **Color palette:** Full spectrum - reds, blues, greens, yellows
+  - **Accessories:** Baseball caps, simple props (≤1 item)
+
+  **Universal Elements (All Genders):**
+
+  - **Seasonal:** Winter coats, summer t-shirts, rain jackets - adapt to weather
+  - **Fabric:** Cotton jersey drape with 2-3 minimal wrinkle lines
+  - **Proportions:** Same 3-heads-tall child system regardless of gender
+  - **Expressive capacity:** Full emotional range - mischief, wonder, frustration, joy
+  - **Color rotation:** Cycle through varied combinations, avoid repetitive palettes
+
+  **COMPANION TRACK (Animal Friend):**
+
+  - **Primary:** Spotted/striped pattern variation (NOT orange/black tiger stripes)
+  - **Pattern:** 12-15 visible spots/stripes with 3-5mm width
+  - **Dual reality:** Stuffed toy simplicity when "inanimate", dynamic anatomy when "alive"
+  - **Color schemes:** Brown/cream spots, gray/white stripes, tan/black patterns
+
+  **Props (≤2 total):** Hero props: red wagon, cardboard box vehicle, toboggan, water balloon Micro props: toy dinosaur, comic book, baseball, stick
+
+  ```yaml
+  watterson_props:
+    adventure_gear: [wagon, sled, cardboard-box-spaceship, toboggan, bicycle]
+    imaginative_items: [water-balloon, snowball-arsenal, stick-sword, rope-swing]
+    quiet_moments: [book, comic, toy-dinosaur, stuffed-animal, baseball]
+    environmental: [tree-fort, snow-hill, backyard-elements, suburban-props]
+    exclusions:
+      - "no modern electronics"
+      - "no branded items"
+      - "no copyrighted characters"
+      - "no Calvin/Hobbes specific props"
+  ```
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives (≥2):**
+
+  - "original aspect ratio", "source dimensions", "vertical strip format"
+  - "digital vector smoothing", "perfect line art", "technical precision"
+  - "Calvin's spiky hair", "Hobbes tiger stripes", "red/black striped shirt"
+  - "photorealistic proportions", "subdued expressions", "static poses"
+  - "frames within composition", "decorative borders", "artificial presentation"
+
+  **✅ Canvas Positives (≥2):**
+
+  - "exactly 16:9 Sunday strip format", "recomposed for half-page newspaper"
+  - "authentic sable brush 1.5-2mm strokes with natural blooms", "India ink organic bleeding"
+  - "150% eye enlargement with 2 o'clock highlights", "200% jaw extension for surprise"
+  - "20-30 grass blade strokes per clump", "8-12 tree bark texture lines"
+  - "curly brown hair alternative", "spotted companion creature", "blue/orange striped pattern"
+  - "watercolor atmospheric backgrounds", "30% solid black panel coverage"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC: 16:9 Sunday Strip Landscape**
+
+  - Horizontal flow: Left-to-right reading emphasis with 3-4 staging areas
+  - Environmental context: 50-60% background naturalism
+  - Panoramic staging: Wide suburban/woodland vistas
+
+  **ILLUSTRATED COMPOSITION:**
+
+  - Perspective: Dynamic angles (15% worm's-eye, 20% bird's-eye, 65% eye-level)
+  - Figure:ground: 40:60 (characters:environment) for Sunday expansive format
+  - Density: 70% visual information, 30% breathing space
+  - Lighting: Natural outdoor ambient brightness, minimal cast shadows
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** Newsprint texture simulation, Bristol board original art surface
+  - **Frame/Band:** OMIT entirely - no decorative borders or contained panels
+  - **Environmental Depth:** Wooded landscapes, snowy hills, suburban backyards with atmospheric watercolor treatment
+  - **Ratio Enforcement:** Horizontal narrative flow optimized for 16:9 Sunday strip storytelling
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **Binary:** ALLOW - Essential for comic strip format
+
+  **Sunday Strip Typography:**
+
+  - **Title treatment:** Hand-lettered "Pepper & Thunder" or character names
+  - **Speech balloons:** 15-25% panel coverage, organic oval shapes
+  - **Sound effects:** 8-12% dramatic moments (CRASH, WHOOSH) when scene requires it.
+  - **Thought bubbles:** Cloud shapes for internal monologue
+
+  **Copy Limits:**
+
+  - ≤8 words per speech balloon
+  - ≤3 balloons per character interaction
+  - ≤2 sound effects per action sequence
+
+  **Font Recommendation:**
+
+  - Closest Google Font: "Comic Neue Bold" (85% match)
+  - Better: Hand-lettered with natural variation
+  - Style: Uppercase sans-serif, 4-6mm character height
+
+  **Format-Specific Rules:**
+
+  - Hand-lettered appearance with natural spacing variation
+  - Balloon tails: 2mm curved organic shapes
+  - Text integration supporting rather than dominating visual storytelling
+
+  **Historical Accuracy:** Typography matching 1985-1995 newspaper comic conventions with authentic hand-lettered characteristics
+
+  ------
+
+  ## Technical Production Notes
+
+  ### Watterson Signature Elements:
+
+  **Brush Technique:**
+
+  - Single confident strokes without correction
+  - Natural thick-to-thin variation (3:1 ratio)
+  - Authentic ink blooms at stroke terminals
+  - 75% ink saturation for variable density
+
+  **Environmental Mastery:**
+
+  - Individual grass blade rendering (20-30 per clump)
+  - Detailed tree bark texture (8-12 lines per trunk)
+  - Watercolor wash atmospheric effects
+  - Natural lighting with minimal shadow casting
+
+  **Expression System:**
+
+  - Eye enlargement: 150% standard proportion
+  - Pupil placement: 40% eye diameter, 2 o'clock highlights
+  - Jaw extension: 200% for surprise/shock
+  - Neck elongation: 150% for emphasis moments
+
+  **Philosophical Integration:**
+
+  - Innocent perspective revealing adult absurdity
+  - Existential observations through childhood lens
+  - Social commentary via six-year-old logic
+  - Imagination versus reality exploration
+
+  ### Collaborative Production Method:
+
+  **Phase 1:** Watterson's brush and ink foundation with expressive character work **Phase 2:** Crowquill pen background detail with naturalistic precision
+   **Phase 3:** Watercolor wash atmospheric integration for environmental depth **Result:** Emotionally authentic, philosophically rich visual storytelling with childhood wonder and adult insight
+
+  ------
+
+  # Jim Davis Garfield Style - Universal Humor Framework
+
+  ## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+  **Constraint precedence:** Commercial clarity over artistic complexity; universal appeal supersedes niche references
+   **Face-Treatment Flag:** `clean-bold-outline` with `expressive-simple` characteristics
+   **Pose Flag:** `domestic-relatable` with minimal movement and maximum expression
+   **Canvas Control Flag:** `strict-reframe` for character showcase priority
+   **Material Physics Authority:** Clean ink lines on Bristol board, flat color application, commercial reproduction optimization
+   **Cultural/Period Authenticity:** 1978-present newspaper comic strip production, merchandising-optimized design, universal appeal methodology
+   **Commercial Philosophy:** Apolitical humor, timeless domestic situations, "human in a cat suit" relatability
+   **Technical Specifications:** 2-3mm consistent outline weight, minimal crosshatching, flat color zones, expression-focused design
+   **Universal Appeal Innovation:** Market-tested character archetypes, conflict-based humor formula, global merchandising potential
+   **IP Protection:** Original lazy pet character designs avoiding Garfield iconography, distinct personality combinations
+   **Safety Guardrails:** Age-appropriate content, modest attire, no copyrighted logos/signatures, universal family-friendly humor
+
+  > **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = modest age-appropriate attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+  ------
+
+  ## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (book cover portrait format) - ignore source image dimensions completely.
+
+  **Redraw command:** "Redraw in **Jim Davis's clean commercial line technique** for **exact Garfield book collection cover format**."
+
+  **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity throughout transformation. Adapt character design to match subject while creating commercially viable personality archetype.
+
+  **IP Safeguard:** Create original pet-and-owner characters with completely distinct designs:
+
+  - **Pet variations:** Lazy dog, cynical rabbit, apathetic hamster, sardonic parrot (NOT orange cat)
+  - **Owner personality:** Perpetual optimist, struggling professional, hopeless romantic (maintain relatability)
+  - **Color schemes:** Blue/gray, brown/tan, green/cream, purple/white (NOT orange/black)
+  - **NO Garfield iconography, NO Jon/Odie design elements**
+
+  **Likeness (style-first):** Identity via **simple expressive face/relatable pose/universal gesture**; integrate into **commercial comic medium** emphasizing **clarity** and **mass appeal**.
+
+  **Face-Treatment Flag:** `clean-bold-outline`
+   **Pose Flag:** `domestic-relatable`
+   **Canvas Control Flag:** `strict-reframe`
+   **Style Dominance:** Davis's commercial clarity and universal appeal supersedes artistic experimentation, prioritizing **readability** and **merchandising potential**.
+   **Mode Selector:** Newspaper Comic Strip / Book Collection Cover
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO SELECTION:**
+
+  - **2:3** (book cover portrait - primary choice)
+  - **3:4** (treasury collection alternative)
+  - **4:5** (modern poster variation)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** strict-reframe with single iconic character moment priority
+  - **Spatial Allocation:** Characters 65-75%, simple domestic setting 15-25%, typography zones 10-15%, negative space for title placement
+  - **Background Treatment:** Minimal environmental detail supporting character showcase and visual gag
+  - **Format Justification:** Book cover format serves single iconic character moment with maximum personality expression and merchandising appeal
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:** Charles Schulz (character warmth), Walt Disney (appealing design), advertising illustration (commercial clarity), theatrical staging (setup-punchline structure)
+
+  **Medium/Production method:** Clean ink lines on Bristol board, flat color application for reproduction, minimal shading, commercial printing optimization
+
+  **Thematic purpose:** Universal domestic humor through lazy pet archetype, apolitical relatability, timeless creature comfort situations
+
+  **Hallmark motifs:**
+
+  - **2-3mm consistent bold outline** with clean corners and smooth curves
+  - **Large expressive eyes** (50% of head height) with half-lidded cynical expression for main character
+  - **Single iconic pose** capturing complete personality (lounging, eating, sleeping, smirking)
+  - **Flat color application** with 3-5 color maximum per composition for reproduction clarity
+  - **Expression-driven personality** conveyed through single frozen moment rather than sequential action
+
+  **Period framing:** American newspaper syndication 1978-present, global merchandising empire 1981-present
+
+  **Tone Tag:** Cynically-relatable with commercial appeal
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality with Commercial Clarity:**
+
+  - Bold outline: 2-3mm consistent weight throughout
+  - Interior details: 1mm thin lines for minimal features only
+  - No crosshatching or texture rendering
+  - Clean corners with 90-degree angles where appropriate
+  - Smooth curves avoiding hand-drawn wobble
+
+  **Expression System (Universal Appeal):**
+
+  - Eyes: 50% of head height, simple oval or half-circle shapes
+  - Pupils: Dot placement for direction (looking at food, away from work, toward comfort)
+  - Mouth: Simple curve (smile, frown, smirk) with minimal tooth indication
+  - Eyebrows: Heavy black shapes for maximum emotion clarity
+  - Body language: Minimal - 80% emotion through face alone
+
+  **Character Design Anchors:**
+
+  - **Main character (lazy pet):** Round body, stubby limbs, single iconic pose capturing personality essence
+  - **Straight man (owner):** Simple human proportions, characteristic expression frozen in relatable moment
+  - **Cover composition:** Single visual moment telling complete personality story without sequential context
+
+  **Background Minimalism:**
+
+  - 5-10 simple shapes maximum per panel
+  - Flat color zones with no gradients
+  - Furniture/props reduced to essential identifying features
+  - 70% negative space allowing character focus
+
+  **Color Application:**
+
+  - 3-5 flat colors maximum per composition
+  - No shading or gradients - pure flat zones
+  - High contrast for reproduction clarity
+  - Limited palette for merchandising consistency
+
+  **Commercial Optimization Anchors:**
+
+  - Clean silhouettes readable at thumbnail size
+  - Single personality-defining pose (lounging, eating, smirking, sleeping)
+  - Merchandising-friendly character presentation
+  - Iconic moment staging (pet with food, owner frustrated, visual gag frozen in time)
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **PET CHARACTER (Adapt to species):**
+
+  - **Minimal clothing:** None or single accessory (collar, bow, hat)
+  - **Color scheme:** Single dominant color with simple pattern option
+  - **Expression priority:** Face carries all personality, not costume
+  - **Merchandising consideration:** Design works on products without clothing variation
+
+  **HUMAN CHARACTER (Owner - Adapt to Subject):**
+
+  **For Male Characters (like Jon):**
+
+  - **Casual clothing:** Simple shirt (solid or basic pattern), plain pants
+  - **Color palette:** Muted tones (blues, greens, browns, grays)
+  - **Minimal detail:** 2-3 clothing items maximum, no complex patterns
+  - **Everyman appeal:** Relatable, non-threatening, commercially viable
+
+  **For Female Characters:**
+
+  - **Simple clothing:** Basic dress, shirt/pants combination, casual professional
+  - **Color palette:** Full spectrum but muted for universal appeal
+  - **Minimal accessories:** 1-2 items maximum (glasses, simple jewelry)
+  - **Relatable styling:** Comfortable, domestic, non-fashion-forward
+
+  **Universal Elements:**
+
+  - **Props minimal:** 1-2 items maximum (food, furniture, simple object)
+  - **Domestic focus:** Kitchen items, comfort objects, household basics
+  - **Comedy support:** Props serve joke setup, not decoration
+
+  **Props (≤2 total):** Food items: pizza, lasagna, coffee, simple meal Comfort objects: bed, chair, remote control, newspaper Simple toys: ball, basic pet toy, household item
+
+  ```yaml
+  davis_props:
+    food_items: [lasagna, pizza, coffee-cup, sandwich, simple-meal]
+    comfort_objects: [armchair, bed, blanket, pillow, couch]
+    domestic_items: [newspaper, remote-control, food-bowl, simple-furniture]
+    minimal_toys: [ball, yarn, basic-pet-toy, household-object]
+    exclusions:
+      - "no complex mechanical items"
+      - "no trendy modern objects"
+      - "no political references"
+      - "no dated technology"
+      - "no Garfield lasagna specifically"
+  ```
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives (≥2):**
+
+  - "original aspect ratio", "source dimensions", "horizontal strip format"
+  - "multi-panel layout", "sequential panels", "3-panel structure"
+  - "complex crosshatching", "artistic shading", "textured rendering"
+  - "Garfield orange stripes", "Jon's specific features", "Odie design"
+  - "political references", "dated humor", "complex backgrounds"
+  - "gradient coloring", "realistic anatomy", "action sequence"
+  - "speech balloons", "thought bubbles", "sequential storytelling"
+
+  **✅ Canvas Positives (≥2):**
+
+  - "exactly 2:3 book cover format", "recomposed for collection cover"
+  - "2-3mm consistent bold outline", "clean commercial line work"
+  - "50% eye size proportion", "half-lidded cynical expression"
+  - "single iconic pose", "personality-defining moment", "cover composition"
+  - "flat color application maximum 5 colors", "minimal background 5-10 shapes"
+  - "lazy pet archetype", "domestic relatable situation", "universal appeal"
+  - "merchandising-friendly character showcase", "simple character design"
+  - "title typography integration", "book cover layout", "commercial book format"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC: 2:3 Book Cover Portrait**
+
+  - Vertical emphasis: Character dominance in center 65-75% of composition
+  - Single iconic moment: Pet in personality-defining pose (lounging, eating, smirking)
+  - Title integration: Upper 15% reserved for book title typography
+
+  **COMMERCIAL COVER COMPOSITION:**
+
+  - **Character showcase:** Central placement with personality-defining pose
+  - **Single visual gag:** Complete joke in one frozen moment (pet with oversized food, owner's exasperated expression)
+  - **Background minimal:** 5-10 simple shapes, flat color zones supporting not competing
+  - **Negative space:** 25-30% for title/branding integration
+
+  **BOOK COVER REQUIREMENTS:**
+
+  **Upper Zone (15-20%):**
+
+  - Title typography area
+  - Series branding space
+  - Clean background for text readability
+
+  **Central Zone (60-70%):**
+
+  - Main character in iconic pose
+  - Personality-defining expression
+  - Visual gag or situation setup
+  - Owner character interaction (optional)
+
+  **Lower Zone (10-15%):**
+
+  - Author credit
+  - Book number/series info
+  - Supporting visual elements
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** Commercial book cover printing, glossy finish optimization
+  - **Frame/Band:** Clean cover layout without internal panel divisions
+  - **Setting Universal:** Kitchen counter, living room, bed - single recognizable domestic element
+  - **Ratio Enforcement:** Vertical composition optimized for 2:3 book cover merchandising format
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **Binary:** ALLOW - Essential for book cover format
+
+  **Book Cover Typography:**
+
+  - **Title treatment:** Bold display type in upper 15-20% of composition
+  - **Character name/series:** Clear branding integration
+  - **Book number:** "His [X]th Book" following Garfield tradition
+  - **Author credit:** "By [Creator Name]" in lower portion
+
+  **Copy Limits:**
+
+  - ≤6 words for main title
+  - ≤10 words total including subtitle
+  - Simple, punchy titles that work globally
+
+  **Font Recommendation:**
+
+  - **Title:** Closest Google Font: "Cooper Black" or "Chunk Five" (90% match to Garfield logo style)
+  - **Body text:** "Arial Bold" or "Helvetica Bold" for credits
+  - Style: Bold, rounded, friendly sans-serif with high readability
+
+  **Format-Specific Rules:**
+
+  - **Upper 15-20%:** Title zone with contrasting background
+  - **Character integration:** Typography doesn't overlap main character silhouette
+  - **Color contrast:** Text color chosen for maximum readability against background
+  - **Commercial clarity:** Typography readable at thumbnail size for online retail
+
+  **Cover Layout Examples:**
+
+  **Classic Collection Style:**
+
+  - **Top:** "[Pet Name] [Action Verb]" (e.g., "WHISKERS LOUNGES")
+  - **Center:** Character in iconic pose
+  - **Bottom:** "His 42nd Book" / "By Creator Name"
+
+  **Thematic Title Style:**
+
+  - **Top:** "[Pet Name] and the [Situation]"
+  - **Center:** Visual representation of title theme
+  - **Bottom:** Series/author information
+
+  **Historical Accuracy:** Typography matching Garfield book collection format (1980s-present) with bold commercial appeal and global merchandising standards
+
+  ------
+
+  ## Technical Production Notes
+
+  ### Davis Signature Elements:
+
+  **Character Design Philosophy:**
+
+  - "Human in a cat suit" - pet expresses universal human desires
+  - Conflict-based comedy - three character foils (cynic, optimist, fool)
+  - Expression over action - 80% humor from facial reactions
+  - Commercial appeal - every design decision merchandising-viable
+
+  **Line Work Precision:**
+
+  - 2-3mm bold outline consistency
+  - Clean corners and smooth curves
+  - No texture or crosshatching
+  - Commercial reproduction optimization
+
+  **Color Strategy:**
+
+  - 3-5 flat colors maximum
+  - No gradients or shading
+  - High contrast for small-size clarity
+  - Limited palette for brand consistency
+
+  **Universal Humor Formula:**
+
+  - Apolitical themes (eating, sleeping, comfort)
+  - Timeless situations (domestic life, pet-owner dynamics)
+  - Global relatability (no cultural-specific references)
+  - "Guilt-free indulgence" - audience permission for laziness
+
+  ### Collaborative Production Method:
+
+  **Phase 1:** Clean ink outlines with commercial clarity priority **Phase 2:** Flat color application with reproduction optimization **Phase 3:** Minimal background staging supporting universal situations **Result:** Commercially viable, universally relatable visual humor with global merchandising potential
+
+  ------
+
+  # Berkeley Breathed Bloom County Style - Satirical Whimsy Framework
+
+  ## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+  **Constraint precedence:** Satirical commentary over technical perfection; meta-humor authority supersedes traditional comic conventions
+   **Face-Treatment Flag:** `pen-crosshatch` with `nervous-animated` characteristics for comic strips OR `gouache-opaque` with `airbrushed-soft` for children's book style
+   **Pose Flag:** `gestural-fluid` with Chuck Jones "squash-and-stretch" exaggeration
+   **Canvas Control Flag:** `strict-reframe` for book cover compositions
+   **Material Physics Authority:** Pen and ink on Bristol board for comics, airbrushed gouache for book illustrations
+   **Cultural/Period Authenticity:** 1980s political satire methods, MTV-era visual language, Pulitzer-winning editorial cartooning standards
+   **Satirical Philosophy:** Direct mockery of real celebrities/brands, meta-humor breaking fourth wall, surreal whimsy serving political critique
+   **Technical Specifications:** Variable line weight 0.5-3mm, exaggerated expressions, wild camera angles, fake advertisement integration
+   **Chuck Jones Innovation:** "Squash-and-stretch" animation principles establishing dynamic comic aesthetics, extreme physical comedy
+   **IP Protection:** Original satirical character designs avoiding Opus/Bill the Cat iconography, distinct personality archetypes
+   **Safety Guardrails:** Age-appropriate content, modest attire, no copyrighted logos/signatures, satirical artistic standards
+
+  > **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = modest age-appropriate attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+  ------
+
+  ## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (book cover portrait format) - ignore source image dimensions completely.
+
+  **Redraw command:** "Redraw in **Berkeley Breathed's satirical whimsy technique** for **exact Bloom County collection cover format**."
+
+  **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity throughout transformation. Adapt character design to match subject while creating satirically viable personality archetype.
+
+  **IP Safeguard:** Create original satirical ensemble characters with completely distinct designs:
+
+  - **Innocent character:** Different species from penguin (puffin, duck, rabbit, seal) as emotional center
+  - **Straight man:** Everyman character avoiding exact human archetypes from Bloom County
+  - **Wild card:** Absurd element (different from Bill the Cat) for chaos injection
+  - **Color schemes:** Vary from Bloom County palette while maintaining satirical clarity
+  - **NO Opus iconography, NO Bill the Cat designs, NO Steve Dallas elements**
+
+  **Likeness (style-first):** Identity via **exaggerated expression/satirical gesture/whimsical interaction**; integrate into **political satire comic medium** emphasizing **meta-humor** and **cultural critique**.
+
+  **Face-Treatment Flag:** `pen-crosshatch` (for comic strips) OR `gouache-opaque` (for children's book covers)
+   **Pose Flag:** `gestural-fluid` with animation exaggeration
+   **Canvas Control Flag:** `strict-reframe`
+   **Style Dominance:** Breathed's satirical energy and Chuck Jones dynamics supersede realistic representation, prioritizing **political commentary** and **surreal humor**.
+   **Mode Selector:** Satirical Book Cover Collection / Children's Book Illustration
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO SELECTION:**
+
+  - **2:3** (book cover portrait - primary choice for comic collections)
+  - **3:4** (treasury alternative)
+  - **1:1** (square format for children's books)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** strict-reframe with satirical moment and character interaction priority
+  - **Spatial Allocation:** Characters 65-75%, surreal/satirical elements 15-25%, typography zones 10-15%
+  - **Background Treatment:** Meta-humor elements (fake ads, wild angles) or whimsical environments supporting satire
+  - **Format Justification:** Book cover format serves single satirical moment with maximum political/social commentary impact
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:** Chuck Jones (animation dynamics), Garry Trudeau (political satire), MTV visual culture, editorial cartooning tradition, Chris Van Allsburg (children's book airbrushing)
+
+  **Medium/Production method:**
+
+  - **Comic style:** Pen and ink on Bristol board, variable line weight, crosshatching for depth, fake advertisement collage
+  - **Children's book style:** Airbrushed gouache, lush color gradients, painterly soft edges
+
+  **Thematic purpose:** Political/social satire through innocent animal characters, surreal whimsy serving editorial commentary, meta-humor breaking fourth wall
+
+  **Hallmark motifs:**
+
+  - **Exaggerated expressions** with Chuck Jones "squash-and-stretch" principles (eyes 200% normal size during surprise)
+  - **Wild camera angles** (worm's eye, bird's eye, Dutch angles) in 60% of compositions
+  - **Meta-humor elements** (fake ads, altered photos, fourth-wall breaking) integrated 40% of time
+  - **Variable line weight** 0.5-3mm serving emotional emphasis
+  - **Innocent-amidst-insane** dynamic - naive character reacting to absurd situations
+
+  **Period framing:** American political satire 1980-1989 (Bloom County era), 1989-1995 (Outland era), children's literature 1995-present
+
+  **Tone Tag:** Satirically-whimsical with political edge
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality with Satirical Energy (Comic Style):**
+
+  - Variable weight: 0.5mm detail lines to 3mm bold outlines
+  - Nervous, energetic pen strokes with emotional authenticity
+  - Crosshatching: 15-25 lines per inch in shadow areas, directional variation for energy
+  - Chuck Jones influence: fluid, confident strokes suggesting movement
+  - Pen blooms and organic line variation preserved for authenticity
+
+  **Chuck Jones Animation Principles:**
+
+  - "Squash-and-stretch" exaggeration: 200-300% eye enlargement during surprise
+  - Extreme poses: 45-90 degree body angles during reaction shots
+  - Anticipation frames: character coiled before action
+  - Follow-through: limbs extending 150% beyond natural reach
+  - Smear frames: motion blur indicating speed
+
+  **Expression System (Satirical Commentary):**
+
+  - Eyes: Variable size based on emotion (50-200% range)
+  - Mouths: Extreme shapes (perfect circles for shock, zigzag for frustration)
+  - Body language: Full-body expressions using animation principles
+  - Eyebrows: Heavy black shapes at impossible angles
+  - Sweat drops, motion lines, impact stars for emphasis
+
+  **Meta-Humor Integration:**
+
+  - Fake advertisement space: 10-20% composition allocated
+  - Fourth-wall breaking: character awareness of being in comic
+  - Wild camera angles: 45-degree Dutch angles, extreme perspectives
+  - Collage elements: cut-out photos, altered images, mixed media
+
+  **Children's Book Style (Alternative):**
+
+  - Airbrushed gouache: Soft gradients with 5-10 value transitions
+  - Lush color depth: 60-80% saturation levels
+  - Painterly edges: Soft blending replacing hard ink lines
+  - Depth illusion: Atmospheric perspective with color temperature shifts
+
+  **Pose Anchors:**
+
+  - Head tilt: 30-60 degrees for reaction emphasis
+  - Shoulder-hip differential: 45-90 degrees for dynamic energy
+  - Weight distribution: Extreme imbalance (80/20, 90/10) for comedy
+  - Gesture economy: Exaggerated pointing, dramatic recoiling
+
+  **Canvas Adaptation Anchor:** Composition optimized for 2:3 book cover format with satirical moment showcase and political commentary integration
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **SATIRICAL CHARACTER ARCHETYPES:**
+
+  **Innocent Character (Emotional Center - like Opus):**
+
+  - **Species alternatives:** Puffin, seal, duck, rabbit, otter (NOT penguin)
+  - **Minimal clothing:** Bow tie, simple vest, single accessory maximum
+  - **Color palette:** Black and white with single accent color
+  - **Expression priority:** Wide-eyed innocence, naive wonder, gentle bewilderment
+
+  **Straight Man (Everyman - like Milo):**
+
+  - **Casual 1980s attire:** Simple t-shirt/jeans, sweater, basic clothing
+  - **Color palette:** Muted earth tones, practical colors
+  - **Accessories minimal:** Glasses optional, 0-1 items
+  - **Relatable styling:** Average kid/adult appearance
+
+  **Wild Card (Chaos Element - like Bill the Cat):**
+
+  - **Absurd design:** Deliberately ugly/chaotic, anti-aesthetic
+  - **Minimal detail:** Simple shapes, crude execution
+  - **Distinctive feature:** One memorable visual gag element
+  - **Color scheme:** Jarring combinations for comedic effect
+
+  **Satirical Human Characters:**
+
+  - **1980s period clothing:** Reflecting decade-specific fashion
+  - **Professional attire:** Suits for authority figure satire
+  - **Celebrity parody:** Generic famous person archetypes
+
+  **Props (≤2 total with satirical purpose):** Political props: newspaper, TV, campaign button, protest sign Absurd items: improbable machines, satirical products, fake advertisements Period objects: 1980s technology, cultural references
+
+  ```yaml
+  breathed_satirical_props:
+    political_commentary: [newspaper-headline, TV-news, campaign-paraphernalia, protest-elements]
+    meta_humor: [fake-advertisements, altered-photographs, fourth-wall-props, comic-awareness-items]
+    absurd_objects: [improbable-inventions, satirical-products, impossible-machines, chaos-items]
+    period_specific: [1980s-technology, Reagan-era-objects, MTV-culture-items, cold-war-references]
+    innocent_items: [simple-toys, comfort-objects, childhood-elements, sweet-naive-props]
+    exclusions:
+      - "no Bloom County specific iconography"
+      - "no Opus the Penguin designs"
+      - "no Bill the Cat elements"
+      - "no Steve Dallas characteristics"
+      - "no exact 1980s brand logos"
+  ```
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives (≥2):**
+
+  - "original aspect ratio", "source dimensions", "unmodified framing"
+  - "static composition", "realistic proportions", "conventional beauty"
+  - "Opus penguin design", "Bill the Cat iconography", "Bloom County characters"
+  - "political neutrality", "safe humor", "conventional comic layout"
+  - "minimal expression", "realistic anatomy", "photographic realism"
+  - "brand-safe design", "corporate-friendly satire", "gentle mockery"
+
+  **✅ Canvas Positives (≥2):**
+
+  - "exactly 2:3 book cover format", "recomposed for satirical collection"
+  - "Chuck Jones squash-and-stretch 200-300% exaggeration", "wild camera angles 45-90 degrees"
+  - "variable line weight 0.5-3mm with emotional emphasis", "nervous energetic pen strokes"
+  - "meta-humor integration fake ads", "fourth-wall breaking elements"
+  - "innocent-amidst-insane dynamic", "political satire commentary"
+  - "1980s cultural references", "editorial cartooning edge"
+  - "exaggerated expression full-body reactions", "animation principles applied"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC: 2:3 Book Cover Portrait**
+
+  - Vertical emphasis: Character interaction in center 65-75% of composition
+  - Satirical moment: Political/social commentary frozen in single image
+  - Meta-humor integration: Fake ads, wild angles, surreal elements
+
+  **SATIRICAL COVER COMPOSITION:**
+
+  **Upper Zone (15-20%):**
+
+  - Title typography with satirical edge
+  - Political commentary subtext
+  - Meta-humor header elements
+
+  **Central Zone (60-70%):**
+
+  - Character interaction showing satirical dynamic
+  - Chuck Jones exaggerated poses and expressions
+  - Innocent-amidst-insane character relationships
+  - Wild camera angle (Dutch tilt, extreme perspective)
+
+  **Lower Zone (10-15%):**
+
+  - Author credit
+  - Collection information
+  - Satirical tagline or fake advertisement element
+
+  **SATIRICAL ELEMENTS REQUIRED:**
+
+  - **Meta-humor:** Fake advertisement, altered photo, or fourth-wall break integrated 40% of compositions
+  - **Wild angles:** Dutch angles, worm's eye, bird's eye perspectives
+  - **Exaggeration:** Chuck Jones animation principles applied to static image
+  - **Political edge:** Visual commentary on social/political themes
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** Glossy book cover with period-appropriate printing (1980s-1990s offset)
+  - **Frame/Band:** Clean cover layout, no internal comic panels
+  - **Setting Universal:** Surreal/satirical environments supporting political commentary
+  - **Ratio Enforcement:** Composition designed specifically for 2:3 vertical book cover format
+
+  **Children's Book Alternative:**
+
+  - Painterly airbrushed backgrounds with lush color
+  - Softer character rendering with gouache technique
+  - Whimsical rather than overtly political themes
+  - Chris Van Allsburg atmospheric influence
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **Binary:** ALLOW - Essential for satirical book cover format
+
+  **Satirical Book Cover Typography:**
+
+  - **Title treatment:** Bold satirical titles with political edge
+  - **Series branding:** "Bloom County" style collection naming (create original alternative)
+  - **Tagline integration:** Satirical commentary or fake advertisement copy
+  - **Author credit:** "By [Creator Name]" with artistic authority
+
+  **Copy Limits:**
+
+  - ≤8 words for main title
+  - ≤15 words total including satirical tagline
+  - Meta-humor text (fake ads, political commentary) additional
+
+  **Font Recommendation:**
+
+  - **Comic collection titles:** Closest Google Font: "Cooper Black" or "Chunk Five" (85% match to Bloom County style)
+  - **Satirical edge:** "Impact" or "Franklin Gothic Bold" for political commentary
+  - **Children's books:** "Futura" or "Avant Garde" for whimsical titles
+  - Style: Bold, readable, with satirical or whimsical character depending on format
+
+  **Format-Specific Rules:**
+
+  - **Political satire covers:** Typography integrates with meta-humor elements
+  - **Children's book covers:** Softer, whimsical typography with airbrushed aesthetic
+  - **Fake advertisements:** Period-appropriate 1980s advertising typography
+  - **Fourth-wall breaking:** Text acknowledging comic/book format
+
+  **Cover Layout Examples:**
+
+  **Political Satire Collection:**
+
+  - **Top:** "SATIRICAL TITLE" in bold caps with political edge
+  - **Center:** Character chaos with wild angles and meta-humor
+  - **Bottom:** "The Complete Collection" / "By Creator Name"
+  - **Integrated:** Fake advertisement or political commentary tagline
+
+  **Children's Book Format:**
+
+  - **Top:** Whimsical title with airbrushed background
+  - **Center:** Gentle character moment with painterly rendering
+  - **Bottom:** Simple author credit
+  - **Overall:** Softer, Chris Van Allsburg-influenced aesthetic
+
+  **Historical Accuracy:** Typography matching 1980s-1990s satirical comic collections with Pulitzer-winning editorial cartooning influence and meta-humor integration
+
+  ------
+
+  ## Technical Production Notes
+
+  ### Breathed Signature Elements:
+
+  **Satirical Innovation:**
+
+  - Direct mockery of real celebrities/brands (Reagan, Mary Kay)
+  - Meta-humor breaking fourth wall and comic conventions
+  - Fake advertisements integrated into narrative
+  - Altered photographs and mixed media collage
+  - Real-world figures in absurd situations
+
+  **Chuck Jones Animation Influence:**
+
+  - "Squash-and-stretch" character deformation
+  - Extreme anticipation and follow-through poses
+  - Smear frames and motion blur
+  - Exaggerated facial expressions (200-300% eye size variation)
+  - Dynamic body language using full figure
+
+  **Dual Style Capability:**
+
+  - **Comic strip:** Pen/ink with crosshatching, nervous energy, political edge
+  - **Children's book:** Airbrushed gouache, lush colors, painterly softness
+
+  **Political Edge:**
+
+  - Liberal commentary during Reagan/Bush era
+  - Celebrity culture satire
+  - Consumerism critique
+  - Environmental and social issues
+  - "Innocent amidst the insane" perspective
+
+  ### Collaborative Production Method:
+
+  **Phase 1 (Comic Style):** Dynamic pen and ink foundation with Chuck Jones exaggeration **Phase 2:** Meta-humor integration (fake ads, wild angles, collage elements) **Phase 3:** Political/satirical commentary layering **Result:** Energetic, politically charged visual satire with innocent emotional center
+
+  **Phase 1 (Children's Book Style):** Airbrushed gouache foundation with soft gradients **Phase 2:** Lush color depth and painterly edges **Phase 3:** Whimsical atmosphere with gentle narrative **Result:** Chris Van Allsburg-influenced painterly illustration with emotional warmth
+
+  ------
+
+  # Gary Larson Single-Panel Comic Framework Integration
+
+  ## 🔧 Renderer-Agnostic Adapter
+
+  - **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+  - **Canvas Override Mandate:** Always ignore source dimensions; compose for declared target aspect ratio
+  - **Style over likeness:** Absurdist humor via animal anthropomorphization and scientific precision
+  - **Technical Measurement Authority:** Quantitative specifications override descriptive language
+  - **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+  - **Custom Flag Authorization:** Larson-specific flags permitted when standard options fail authenticity
+  - **Anti-Conventional Bias:** Authority to generate deliberately uncomfortable scientific humor
+
+  **Face-Treatment Flags:**
+
+  - `pen-crosshatch` - Primary technique for shading and texture
+  - `brush-wash` - Watercolor applications for Sunday editions
+  - `ink-contour-precise` - Clean line work with technical pen
+  - `nervous-animated` - Characteristic wobbly line quality in character expressions
+
+  **Pose Flags:**
+
+  - `candid-motion` - Characters caught mid-action
+  - `psychological-tension` - Uncomfortable social situations
+  - `gestural-fluid` - Loose, expressive body language
+  - `absurdist-stance` - Physically impossible or exaggerated positions
+
+  **Canvas Control Flags:**
+
+  - `strict-reframe` - Daily newspaper panel format
+  - `adaptive-extend` - Sunday expanded format with decorative borders
+
+  **Material Physics Authority:** India ink on Bristol board specifications override aesthetic preferences **Quantifiers authoritative:** Numeric anchors are targets **Text policy:** Caption text essential to humor delivery **Safety/IP:** No copyrighted characters; original animal scenarios **Age & wardrobe guardrail:** Modest clothing appropriate to absurdist scenarios **Material authenticity:** Hand-drawn ink work with visible pen strokes, no digital smoothing **Composition boundaries:** Single black border frame; optional decorative Sunday border **Failure Mode Flags:** Avoid overly polished digital rendering, maintain hand-drawn imperfection
+
+  ------
+
+  ## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **4:3 ratio** (daily panel) or **16:9 ratio** (Sunday strip) - ignore source image dimensions completely.
+
+  Redraw in **Larson single-panel absurdist comic style** for **newspaper syndication format 1980-1995**.
+
+  Identity via:
+
+  - Anthropomorphized animals in mundane human situations
+  - Scientific accuracy with absurdist twist
+  - Nervous, slightly shaky line quality
+  - Deadpan humor delivery
+
+  **IP Safeguard Declaration:** Create original scenarios avoiding copyrighted elements. Use faux title "**The Peculiar Perspective**" or "**Beyond the Fence**" or "**The Absurd Observer**" instead of "The Far Side"
+
+  **Face-Treatment Flag:** `pen-crosshatch` with `ink-contour-precise` **Pose Flag:** `candid-motion` with `psychological-tension` **Canvas Control Flag:** `strict-reframe` for daily, `adaptive-extend` for Sunday **Style Dominance:** Scientific absurdism supersedes conventional comic aesthetics **Mode Selector:** Single-panel newspaper comic
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO SELECTION:**
+
+  - **Daily Format:** `4:3` (horizontal newspaper panel)
+  - **Sunday Format:** `16:9` (expanded horizontal with decorative border option)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** Recompose-entirely for declared ratio
+  - **Spatial Allocation:** Central focus with environmental context
+  - **Background Treatment:** Simple watercolor washes or crosshatch texture
+  - **Format Justification:** Newspaper column width optimization
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:**
+
+  - Scientific illustration meets vaudeville humor
+  - 1950s-60s magazine cartoon tradition
+  - Natural history documentation aesthetic
+  - Existential anxiety rendered absurd
+
+  **Medium/Production Method:**
+
+  - India ink technical pen (0.3mm-0.5mm nib width) on 2-ply Bristol board
+  - Pen-and-ink crosshatching for texture and depth
+  - Watercolor washes for Sunday color editions
+  - White correction fluid for highlights and corrections
+
+  **Thematic Purpose:** Extract comedy from tragedy through animal perspective on human absurdity
+
+  **Hallmark Motifs (quantified):**
+
+  1. **Anthropomorphic animals** - 70% of panels feature animals in human scenarios
+  2. **Scientific terminology** - Precise biological/geological vocabulary integration
+  3. **Desert/prehistoric settings** - 40% feature arid landscapes or dinosaur eras
+  4. **Existential scenarios** - Death, predation, cosmic insignificance as punchlines
+  5. **Caption-dependent humor** - 90% require text for comedic completion
+
+  **Period Framing:** American newspaper syndication 1980-1995, transitioning to digital tablet 2020+
+
+  **Tone Tag:** Darkly absurdist, scientifically literate, generationally cynical
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality:**
+
+  - **Primary tool:** Technical pen 0.3mm-0.5mm producing consistent 1-point line weight
+  - **Nervous quality:** Intentional slight wavering in longer lines (2-3mm deviation per 10cm)
+  - **Crosshatch density:** 1-2mm spacing for mid-tones, 0.5-1mm for shadows
+  - **Contour precision:** Clean outer edges with minimal correction marks visible
+
+  **Color Application (Sunday editions):**
+
+  - **Watercolor transparency:** 20-40% opacity for background washes
+  - **Limited palette:** Earth tones (ochre, sienna, sage) + primary spot colors
+  - **Wet-on-dry technique:** No color bleeding, distinct edges between washes
+  - **White paper retention:** 30-40% of panel remains unpainted
+
+  **Texture Methods:**
+
+  - **Stippling density:** 8-12 dots per square centimeter for skin textures
+  - **Parallel hatching:** 45-degree angle, 1-2mm line spacing
+  - **Cross-hatching:** Secondary layer at 90-degree offset for deepest shadows
+  - **Brush texture:** Visible individual bristle marks in watercolor areas
+
+  **Pose Anchors:**
+
+  - **Animal anatomy accuracy:** Skeletal structure correct beneath anthropomorphic clothing
+  - **Human gesture mapping:** Recognizable human body language translated to animal proportions
+  - **Expression economy:** 3-5 facial features convey complex psychological states
+  - **Physical comedy:** Exaggerated proportions up to 150% for comedic effect
+
+  **Scale Hierarchy:**
+
+  - **Figure dominance:** Characters occupy 40-60% of panel space
+  - **Environmental detail:** Background elements 20-30% smaller than foreground
+  - **Text integration:** Caption box 15-20% of total panel height
+
+  **Material Authenticity:**
+
+  - Visible pen pressure variation in line weight
+  - Watercolor paper texture evident in unpainted areas
+  - India ink matte finish, no digital sheen
+  - Hand-lettered caption text with slight irregularity
+
+  **Period Consistency:**
+
+  - 1980s-90s newspaper reproduction limitations
+  - Halftone dot pattern in color separations
+  - Registration drift ±0.5mm in color alignment
+  - Newsprint paper absorption creating soft edges
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **Wardrobe Tracks:**
+
+  - **Animal-as-human:** Business casual, scientific lab coats, generic contemporary clothing
+  - **Human characters:** 1950s-80s American suburban/rural aesthetic
+  - **Period accuracy:** Avoid contemporary fashion post-1995
+
+  **Fabric Behavior:**
+
+  - **Cartoon simplification:** Minimal folds, 2-3 lines suggest draping
+  - **Pattern economy:** Stripes, polka dots, simple geometric patterns only
+  - **Color limitation:** Solid colors or simple two-tone combinations
+
+  **Accessory Caps:**
+
+  - **Minimalist:** 1-2 props maximum per panel
+  - **Scientific equipment:** Beakers, microscopes, field guides rendered accurately
+  - **Everyday objects:** Telephones, chairs, simple household items
+
+  **Color Palette:**
+
+  - **Earth tones dominant:** Browns, tans, muted greens
+  - **Accent colors:** Limited bright spots for focal points
+  - **Historical dye limitations:** Colors achievable with 1980s newspaper printing
+
+  **Wardrobe Variation:**
+
+  - Cycle through period-appropriate casual/professional mix
+  - Avoid identical costumes between iterations
+
+  **Props (YAML pool):**
+
+  ```yaml
+  scientific_equipment:
+    - microscope
+    - beaker
+    - field_notebook
+    - specimen_jar
+  household_items:
+    - rotary_telephone
+    - simple_chair
+    - basic_table
+    - window_frame
+  nature_elements:
+    - cactus
+    - rock_formation
+    - simple_tree
+    - grass_tuft
+  ```
+
+  **Coherence Filter:** All elements support absurdist scientific scenarios; fallback = minimal environment
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives (≥2):**
+
+  - "original aspect ratio"
+  - "source dimensions"
+  - "digital smoothing"
+  - "gradient shading"
+  - "photorealistic rendering"
+  - "complex background detail"
+  - "ornate decoration"
+  - "conventional beauty"
+
+  **✅ Canvas Positives (≥2):**
+
+  - "exactly 4:3 daily panel ratio"
+  - "pen-and-ink crosshatch texture"
+  - "watercolor wash transparency 20-40%"
+  - "nervous line quality with 2-3mm natural wavering"
+  - "scientific terminology accuracy"
+  - "absurdist animal anthropomorphization"
+  - "newsprint reproduction limitations"
+  - "1980s newspaper printing halftone dots"
+
+  **Vocabulary Warnings:**
+
+  - Avoid "beautiful," "harmonious," "elegant"
+  - Avoid "detailed background" or "intricate pattern"
+  - Avoid "smooth gradient" or "digital polish"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC COMPOSITION (4:3 daily):**
+
+  - Horizontal emphasis with central focal point
+  - Character(s) occupy 40-60% of frame
+  - Simple environmental context 30-40%
+  - Negative space 10-20% for visual breathing room
+
+  **STYLE-SPECIFIC COMPOSITION:**
+
+  - **Perspective regime:** Minimal perspective, near-flat staging
+  - **Grid/symmetry:** Informal balance, slight asymmetry preferred
+  - **Figure:ground %:** 60:40 character to environment
+  - **Density %:** 50-60% panel coverage, intentional emptiness
+  - **Lighting logic:** Simple top-down illumination, minimal shadows
+  - **Detail hierarchy:** Sharp focus on characters, simplified background
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** White Bristol board texture with visible tooth
+  - **Frame/Band:** Single black border 2-3mm width; Sunday editions may include decorative rope/branch border
+  - **Production Context:** Newspaper newsprint with halftone reproduction
+  - **Ratio Enforcement:** Composition designed for declared newspaper column format
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **Binary:** ALLOW (essential to humor delivery)
+
+  **Caption Requirements:**
+
+  - **Zone placement:** Bottom 15-20% of panel in rectangular box
+  - **Copy limits:** ≤25 words per caption, single sentence preferred
+  - **Hand-lettered aesthetic:** Slight irregularity in letter spacing and baseline
+  - **Font recommendation:**
+    - Closest: "Special Elite" (typewriter analog, 75% match)
+    - Better inspiration: Hand-lettered caption style with ruler-guided baselines
+
+  **Format-Specific Rules:**
+
+  - **Daily format:** Single caption below image or speech balloon integration
+  - **Sunday format:** May include title header "The Peculiar Perspective" with decorative border
+  - **Text emphasis:** Deadpan delivery, scientific vocabulary, setup-punchline structure
+
+  **Historical Accuracy:**
+
+  - Hand-lettered text with visible guideline marks
+  - Consistent but imperfect letter heights
+  - Caption box borders hand-drawn with technical pen
+
+  **Production Method:**
+
+  - India ink lettering on same Bristol board as illustration
+  - White correction fluid for text errors creating visible texture
+  - Newsprint reproduction softening text edges slightly
+
+  ------
+
+  ## 🎨 Gary Larson Technical Template
+
+  ### Daily Panel Format (4:3)
+
+  ```
+  Canvas: 4:3 ratio, strict-reframe
+  Face Treatment: pen-crosshatch + ink-contour-precise
+  Pose: candid-motion + psychological-tension
+  Background: Simple watercolor wash or crosshatch
+  Border: 2-3mm black frame
+  Caption: Bottom 15-20%, hand-lettered style
+  ```
+
+  ### Sunday Expanded Format (16:9)
+
+  ```
+  Canvas: 16:9 ratio, adaptive-extend
+  Face Treatment: pen-crosshatch + brush-wash color
+  Pose: candid-motion + absurdist-stance
+  Background: Expanded watercolor environment
+  Border: Decorative rope/branch frame option
+  Title: "The Peculiar Perspective" header
+  Caption: Enhanced lettering with color accents
+  ```
+
+  ### Material Specifications
+
+  ```
+  Paper: 2-ply Bristol board, medium texture
+  Ink: India ink, matte black
+  Pen: Technical pen 0.3-0.5mm nib
+  Paint: Transparent watercolor, 20-40% opacity
+  Line: 1-point weight with 2-3mm natural wavering
+  Texture: Crosshatch 1-2mm spacing, stippling 8-12 dots/cm²
+  ```
+
+  ### Thematic Anchors
+
+  ```
+  - Anthropomorphic animals in human scenarios (70% frequency)
+  - Scientific terminology precision
+  - Desert/prehistoric settings (40% frequency)
+  - Existential humor through caption-image juxtaposition
+  - Deadpan delivery of absurdist situations
+  ```
+
+  ---
+
+  
\ No newline at end of file
diff --git a/styles-source/archive/modern_age_comic_prompts.md b/styles-source/archive/modern_age_comic_prompts.md
new file mode 100644
index 0000000..0df424a
--- /dev/null
+++ b/styles-source/archive/modern_age_comic_prompts.md
@@ -0,0 +1,1904 @@
+# **Modern Age Comic Covers - Museum-Grade Framework**
+
+# Jim Lee Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Technical measurement authority supersedes descriptive language; crosshatch precision over stylistic approximation **Face-Treatment Flag:** `pen-crosshatch` with `oil-fat-over-lean` layering precision **Pose Flag:** `power-stance` with anatomical elongation specifications (150% neck thickness, 8.5-head system) **Canvas Control Flag:** `strict-reframe` for dynamic comic composition with character dominance **Material Physics Authority:** Strathmore Bristol board substrate, crow quill nibs 102-108, India ink binding agents, 2-3mm impasto equivalent through crosshatching density **Cultural/Period Authenticity:** 1990s Image Comics production methods with offset printing registration tolerances, newsprint absorption characteristics **Technical Specifications:** F-lead pencils for construction, drybrush technique for mid-tone areas, Pentel correction fluid for highlight definition **Modern Age Innovation:** Precise anatomical construction with commercial appeal, crosshatch mastery establishing industry standard **IP Protection:** Original character design avoiding existing superhero iconography, distinct costume elements, alternative color schemes **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original superhero** in **Jim Lee's precise crosshatch technique** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original superhero character with completely distinct costume design (avoid all existing Marvel/DC iconography), unique chest symbol, alternative color scheme - ZERO resemblance to X-Men, Justice League, or any copyrighted properties. **Likeness (style-first):** Identity via **heroic power pose/confident expression/dynamic superhero stance**; integrate into **Modern Age comic medium** emphasizing **crosshatch precision** and **anatomical mastery**. **Face-Treatment Flag:** `pen-crosshatch` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Style dominance:** Jim Lee's crosshatch precision overrides all other comic approaches, prioritizing **technical line mastery** and **heroic character impact**. **Mode Selector:** Modern Age Superhero Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (alternative comic proportion)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with superhero prominence occupying 70-85% vertical space
+- **Spatial Allocation:** Character dominance 70-85%, action elements 10-15%, typography zones 10-15%, background 5-10%
+- **Background Treatment:** Simplified urban/heroic environments that support character without competition
+- **Format Justification:** Comic cover requires vertical emphasis for newsstand visibility with integrated superhero positioning and typography zones
+## 3) Style Context & Material Authenticity
+
+Jim Lee's revolutionary Modern Age style (1987-present) established **crosshatch precision superhero aesthetics** through **anatomical mastery** and **commercial appeal perfection**. Production method emphasizes **Bristol board foundation** with **crow quill precision**, **layered crosshatch construction**, and **commercial superhero storytelling with technical excellence**. **Paper substrate:** **Strathmore Bristol board with smooth surface preparation** creating **precise line reproduction**. Purpose focuses on **superhero wish-fulfillment** through **heroic power demonstration** and **commercial visual storytelling** within **premium comic production**.
+
+**Hallmark motifs include:**
+
+- **15-20 crosshatch strokes per square inch** in shadow areas with **tapered 2mm to 0.2mm thickness variation**
+- **150% neck thickness relative to classical standards** using **8.5-head proportional system**
+- **Anatomical elongation** with **muscle definition following directional flow**
+- **Character occupies 70-85% of vertical canvas space** in portrait orientations
+- **Parallel crosshatch lines at 45-degree angles** with **3-5mm spacing, doubled for deeper shadows**
+
+**Period framing:** **1990s Modern Age comic revolution** with **Image Comics production values** creating **technically sophisticated but commercially accessible entertainment**.
+
+**Innovation line:** **Crosshatch technique mastery** / **Anatomical precision standardization** / **Commercial superhero perfection** / **Bristol board crow quill optimization**.
+## 4) Technical Method & Mark-Making
+
+**Line Quality:** **Precise crosshatch weights** at **2.0-3.0 pt** for **character outlines** with **tapered construction** from **2mm to 0.2mm thickness**. **15-20 crosshatch strokes per square inch** in shadow areas with **parallel line construction at 45-degree angles**. **Crosshatch spacing:** **3-5mm between lines, doubled for deeper shadow values**. **Tool marks:** **Crow quill nib precision** with **Bristol board tooth interaction** creating **clean line definition**.
+
+**Anatomical Specifications:** **150% neck thickness** compared to classical proportions, **8.5-head proportional system** with **elongated limb construction**. **Muscle definition:** **Crosshatch follows anatomical curve patterns** with **directional flow emphasis**. **Detail hierarchy:** **Character extremities receive 3-5x line density** compared to torso areas.
+
+**Color Registration:** **Offset printing tolerances ±0.5mm** for period authenticity. **Four-color process** with **newsprint absorption characteristics**. **Halftone specifications:** **133 LPI for coated stock** or **85 LPI for newsprint** reproduction.
+
+**Surface Preparation:** **Bristol board substrate** with **F-lead pencil construction lines**. **Blue pencil foundation** visible in **80% of construction areas**. **India ink application** over **cleaned pencil work**.
+
+**Production Method:** **Drybrush technique** for mid-tone areas, **Pentel correction fluid** for highlight definition, **crosshatch density variation** for form modeling.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **superhero prominence** and **crosshatch technique showcase**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Hero Costume:** **Alternative color schemes** (blue/silver/white, green/gold/black, purple/orange/cream, teal/bronze/yellow), **unique chest symbol** (geometric shapes, original letters, abstract designs - NO existing superhero iconography), **flowing cape with original design**, **fitted heroic costume appropriate to superhero genre**, **utility belt with period-appropriate styling**, **boots and gloves with original detail**; accessories maximum **1-2** heroic items.
+
+**Supporting Character Wardrobe:**
+
+- **Modern civilians:** **1990s contemporary attire** with **crosshatch detail emphasis**
+- **Authority figures:** **Modern police uniforms, business attire, professional clothing**
+- **Urban environment:** **Modern city clothing appropriate to superhero context**
+
+**Prop Selector**
+
+```yaml
+vertex_superhero_props:
+  heroic_demonstration: [vehicles to lift, building elements to support, heroic rescue equipment, power displays]
+  urban_elements: [modern vehicles, contemporary architecture, city infrastructure, urban technology]
+  superhero_gear: [original heroic equipment, unique crime-fighting tools, custom superhero technology]
+  action_scenarios: [rescue situations, heroic intervention, power demonstration, urban crisis]
+  costume_details: [cape clasps, belt elements, original symbol components, heroic accessories]
+  micro_details: [crosshatch emphasis areas, line weight hierarchy points, technical detail zones]
+  exclusions:
+    - "no Marvel or DC character elements"
+    - "no existing superhero iconography"
+    - "no copyrighted costume designs"
+    - "no recognizable superhero symbols"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "rough comic art", "painterly rendering", "existing superhero costumes", "Marvel/DC iconography", "smooth digital gradients", "perfect modern printing", "anime/manga styling", "simplified line work"; **NO X-Men, Justice League, or any existing superhero visual references**; **NO modern digital effects that eliminate crosshatch authenticity**; **NO simplified art that removes Lee's technical precision**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Jim Lee crosshatch precision", "15-20 strokes per square inch density", "Bristol board crow quill authenticity", "8.5-head proportional system", "150% neck thickness specification", "anatomical elongation accuracy", "Modern Age production values", "offset printing registration characteristics".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **"VERTEX COMICS"** with **superhero adventure theme**
+- **Character prominence:** Central 70-85% featuring original superhero in **Jim Lee power pose**
+- **Crosshatch showcase:** **Shadow areas demonstrating 15-20 strokes per square inch technique**
+- **Heroic context:** Clear superhero activity appropriate to Modern Age entertainment
+- **Technical demonstration:** **Line weight hierarchy** and **anatomical precision** emphasis
+
+**Modern Age Environment:** **Contemporary urban setting** with **simplified architectural elements** that **support character without visual competition**. **Crosshatch technique** applied to **environmental shadows** and **structural details**. **Surface Context Anchor:** Bristol board comic art with offset printing reproduction appropriate to 1990s Modern Age production. **Frame/Band Anchor:** Standard comic cover border - clean frame typical of Modern Age publications. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated superhero prominence and crosshatch technique demonstration.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Modern Age comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **"VERTEX COMICS"** with **bold superhero styling** (closest Google Font: Impact or Anton)
+- **Issue information:** "No. [X]" and "$2.99" pricing in **1990s comic styling**
+- **Story elements:** 1-2 **action-oriented coverlines** (e.g., "Heroic Action Unleashed!", "Power Beyond Measure!")
+- **Publisher credit:** "Vertex Comics Publications" in clean text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, heroic lettering** appropriate to **Modern Age superhero theme**
+- **Cover text:** **Strong geometric style** or closest approximation: **Impact, Anton, or Bebas Neue**
+- **Color schemes:** **High contrast combinations** (white on blue, yellow on red) for **newsstand visibility**
+- **Layout optimization:** Designed for 2:3 format with **superhero prominence** and **crosshatch technique showcase**
+
+**Historical Accuracy:** Typography must match Modern Age comic conventions with period pricing ($2.99), production values, and superhero entertainment styling appropriate to Jim Lee's commercial superhero aesthetic with crosshatch technique emphasis.
+
+---
+
+# Todd McFarlane Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Organic flow authority over anatomical precision; cape dynamics supersede realistic physics **Face-Treatment Flag:** `linear-anatomical-destruction` with `scratched-surface` texture emphasis
+ **Pose Flag:** `contorted-psychological` with extreme foreshortening and impossible anatomy **Canvas Control Flag:** `adaptive-extend` for cape dynamics and organic flow requirements **Material Physics Authority:** Newsprint absorption characteristics, brush-loaded single strokes, variable ink viscosity for texture simulation **Cultural/Period Authenticity:** Early 1990s Image Comics revolution methods, independent creator aesthetic, anti-establishment art approach **Revolutionary Cape Technique:** Spaghetti webbing methodology - 200+ individual strand calculations per cape panel with three-line construction system **Technical Specifications:** Nearly-dry brush stippling, 30-degree angular variance tolerance, organic chaos over geometric precision **Modern Age Innovation:** Extreme anatomical destruction establishing new visual language, cape physics redefinition, texture obsession methodology **IP Protection:** Original anti-hero character design avoiding existing supernatural iconography, distinct costume elements, alternative demonic themes **Safety Guardrails:** Age-appropriate content despite dark themes, modest attire for all figures, no copyrighted logos/signatures
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original supernatural anti-hero** in **Todd McFarlane's organic chaos technique** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original dark character with completely distinct design (avoid all Spawn iconography - NO skull imagery, NO chain motifs, NO red cape combinations, NO demonic helmet designs), unique supernatural theme, alternative dark powers - ZERO resemblance to Spawn universe or Image Comics properties. **Likeness (style-first):** Identity via **contorted dramatic pose/supernatural intensity/anti-hero stance**; integrate into **organic chaos comic medium** emphasizing **impossible anatomy** and **flowing textile dynamics**. **Face-Treatment Flag:** `linear-anatomical-destruction` **Pose Flag:** `contorted-psychological` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** McFarlane's organic chaos overrides all realistic approaches, prioritizing **flowing dynamics** and **anatomical impossibility**. **Mode Selector:** Supernatural Anti-Hero Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (alternative comic proportion)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with flowing cape/textile dynamics requiring extra composition space
+- **Spatial Allocation:** Character dominance 50-60%, cape/flow effects 25-30%, texture demonstration 10-15%, typography zones 10-15%
+- **Background Treatment:** Simplified environments allowing cape dynamics and organic flow to dominate visual space
+- **Format Justification:** Comic cover requires flowing composition for cape physics demonstration with integrated supernatural atmosphere
+## 3) Style Context & Material Authenticity
+
+Todd McFarlane's revolutionary organic style (1987-present) established **anatomical destruction aesthetics** through **impossible cape physics** and **texture obsession mastery**. Production method emphasizes **newsprint-optimized technique** with **single-stroke brush economy**, **organic chaos construction**, and **anti-establishment visual storytelling with supernatural themes**. **Paper substrate:** **Standard newsprint with heavy ink absorption** creating **bold texture contrast effects**. Purpose focuses on **anti-hero supernatural drama** through **impossible physics demonstration** and **organic visual storytelling** within **independent comic production**.
+
+**Hallmark motifs include:**
+
+- **200+ individual cape strand calculations** per panel using **three-line construction system** (structural wavy lines, flow direction lines, gravitational pull lines)
+- **30-degree angular variance** from primary flow direction with **organic unpredictability**
+- **120-180% anatomical exaggeration** beyond natural proportions for dramatic effect
+- **Variable texture density** from **5-50 lines per inch** based on material simulation requirements
+- **40-60% negative space usage** in cape areas defined by **absence rather than presence of ink**
+- **Stippling technique** with **2-8mm dot diameter variation** applied with **nearly-dry brush method**
+
+**Period framing:** **Early 1990s Image Comics revolution** with **independent creator freedom** creating **anti-establishment but commercially successful entertainment**.
+
+**Innovation line:** **Cape physics revolution** / **Anatomical destruction mastery** / **Organic texture obsession** / **McFarlane's impossible anatomy authorization**.
+## 4) Technical Method & Mark-Making
+
+**Organic Flow Mechanics:** **Three-line cape system** with **structural foundation lines** (wavy pattern defining cape base), **flow direction lines** (indicating movement), and **gravitational pull lines** (showing physical forces). **30-degree maximum angular variance** from primary flow direction. **200+ individual strand calculations** for complex cape panels.
+
+**Anatomical Specifications:** **120-180% limb extension** beyond natural proportions. **Contorted poses** with **psychological tension emphasis**. **Impossible joint angles** and **gravity-defying anatomy** for dramatic impact. **Muscle definition** following **organic chaos rather than realistic anatomy**.
+
+**Texture Application:** **Variable density from 5-50 lines per inch** depending on material simulation. **Stippling technique** using **2-8mm dot diameter variation** with **nearly-dry brush application**. **Crosshatching chaos** with **organic directional flow** rather than geometric patterns.
+
+**Negative Space Authority:** **40-60% of cape definition** achieved through **strategic ink absence**. **Flowing forms** created by **what is not drawn** rather than positive line work. **Organic boundaries** defined by **texture contrast** rather than outline containment.
+
+**Line Quality:** **Single-stroke brush economy** with **organic unpredictability**. **Scratched surface effects** and **texture emphasis** over clean line work. **Variable ink viscosity** creating **surface interaction authenticity**.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **cape dynamics showcase** and **organic flow demonstration**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Supernatural Anti-Hero Design:**
+
+- **Original Dark Character:** **Alternative color schemes** (deep purple/silver, dark green/bronze, navy/gold, charcoal/blue), **unique supernatural symbol** (cosmic patterns, shadow designs, void emblems, darkness motifs - NO skull iconography), **flowing textile design** (cloak alternatives, shadow manipulation, energy wisps, supernatural fabric), **anti-hero styling** appropriate to **supernatural genre**, **organic costume design** with **McFarlane's flowing aesthetic**; accessories maximum **1-2** supernatural items.
+
+**Supporting Character Wardrobe:**
+
+- **Urban supernatural:** **1990s alternative attire** with **gothic influences** and **supernatural presentation**
+- **Supernatural entities:** **Original creature design** with **organic flow emphasis**
+- **Authority figures:** **Period appropriate uniforms** with **supernatural encounter context**
+
+**Prop Selector**
+
+```yaml
+vertex_supernatural_props:
+  flowing_elements: [supernatural cloaks, energy wisps, shadow manipulation, darkness flows]
+  organic_textures: [chain alternatives, rope dynamics, fabric physics, supernatural materials]
+  anti_hero_gear: [original dark weapons, supernatural tools, shadow equipment, void devices]
+  supernatural_environment: [gothic architecture, supernatural phenomena, dark energy, mystical effects]
+  texture_demonstrations: [organic surfaces, flowing materials, supernatural textures, chaos patterns]
+  micro_details: [costume flow points, texture emphasis areas, organic detail zones, supernatural accents]
+  exclusions:
+    - "no Spawn universe iconography"
+    - "no skull imagery or death symbols"
+    - "no chain motifs or hell themes"
+    - "no red cape combinations"
+    - "no demonic helmet designs"
+    - "no Image Comics character elements"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "realistic anatomy", "clean geometric lines", "photographic elements", "realistic photography", "portrait photography", "photographic portraits", "Spawn costume elements", "skull iconography", "chain motifs", "demonic helmet designs", "red cape combinations", "Image Comics references", "static cape positioning", "geometric precision"; **NO photographic elements anywhere in composition**; **NO Spawn, Angela, or any Image Comics character elements**; **NO clean art style that eliminates McFarlane's organic chaos**; **NO realistic physics that remove impossible cape dynamics**; **NO photographic portraits or realistic photography mixed with illustration**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original anti-hero", "Todd McFarlane organic chaos", "200+ cape strand calculations", "three-line cape construction system", "120-180% anatomical exaggeration", "30-degree angular variance tolerance", "40-60% negative space usage", "variable texture density 5-50 lines per inch", "stippling 2-8mm diameter variation", "newsprint absorption authenticity".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **"VERTEX COMICS"** with **supernatural anti-hero theme**
+- **Character prominence:** Central 50-60% featuring original anti-hero in **McFarlane contorted pose**
+- **Cape dynamics showcase:** **Flowing textile demonstration** with **three-line construction method**
+- **Supernatural context:** Clear anti-hero activity appropriate to dark supernatural entertainment
+- **Organic flow integration:** **Cape physics** and **texture demonstration** integrated with cover design
+
+**Supernatural Environment:** **Gothic urban setting** with **simplified architectural elements** that **support flowing dynamics without visual competition**. **Organic texture** applied to **environmental elements** following **McFarlane's chaos methodology**. **Surface Context Anchor:** Newsprint comic art with heavy ink absorption appropriate to early 1990s independent comic production. **Frame/Band Anchor:** Dynamic comic cover layout - organic framing typical of McFarlane's flowing approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated cape dynamics and organic texture demonstration.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic early 1990s independent comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **"VERTEX COMICS"** with **supernatural styling** and **organic flow integration** (closest Google Font: Creepster or Chiller)
+- **Issue information:** "No. [X]" and "$1.95" pricing in **1990s independent comic styling**
+- **Story elements:** 1-2 **supernatural-themed coverlines** (e.g., "Darkness Unleashed!", "Supernatural Chaos!")
+- **Publisher credit:** "Vertex Comics Publications" in atmospheric text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Flowing, supernatural lettering** with **organic integration**
+- **Cover text:** **Gothic atmospheric style** or closest approximation: **Creepster, Chiller, or Nosifer**
+- **Color schemes:** **High contrast combinations** (white on black, silver on purple) for **supernatural atmosphere**
+- **Organic integration:** Typography designed with **flowing elements** for maximum supernatural impact
+
+**Historical Accuracy:** Typography must match early 1990s independent comic conventions with period pricing ($1.95), independent production values, and supernatural styling appropriate to anti-hero comics with McFarlane's organic flow design influence.
+
+---
+
+# Rob Liefeld Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Dynamic impact over anatomical accuracy; poster aesthetics supersede technical precision **Face-Treatment Flag:** `poster-ink` with high-contrast spotting and simplified rendering **Pose Flag:** `power-stance` with extreme muscular emphasis and heroic positioning **Canvas Control Flag:** `strict-reframe` for character dominance and poster composition **Material Physics Authority:** Marker-based techniques, high-contrast ink spotting, Bristol paper tooth utilization for bold graphic effects **Cultural/Period Authenticity:** Early 1990s Image Comics revolution methods, anti-establishment aesthetic, emphasis on visual impact over technical refinement **Proportional System:** Exaggerated mesomorph body types, 6.5-head system with enlarged torso emphasis, poster-heroic proportions **Technical Specifications:** Limited crosshatching economy, high-contrast color blocking, simplified environmental backgrounds **Modern Age Innovation:** Extreme proportional exaggeration establishing new heroic archetype, poster-style comic aesthetics **IP Protection:** Original action hero character design avoiding existing superhero iconography, distinct costume elements, alternative color schemes **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **fully illustrated comic art** - NO photographic elements anywhere. Transform the subject into a **generic original action character** in **Rob Liefeld's bold poster technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female action character; if male subject, create male action character. **IP Safeguard:** Create original action character with completely distinct design (avoid all X-Force iconography - NO cable harnesses, NO futuristic weapons, NO militaristic designs, NO pouches/straps combinations), unique heroic theme, alternative power demonstration - ZERO resemblance to X-Force universe or Image Comics properties. **Illustration Authority:** ALL figures must follow Liefeld's illustrated style - NO photographic portraits, NO realistic photography elements. **Likeness (style-first):** Identity via **extreme power pose/heroic confidence/action-ready stance**; integrate into **poster-style comic medium** emphasizing **visual impact** and **heroic presence**. **Face-Treatment Flag:** `poster-ink` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Style dominance:** Liefeld's poster impact overrides technical precision, prioritizing **visual dynamics** and **heroic character mass**. **Mode Selector:** Action Hero Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (alternative comic proportion)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with character mass dominance occupying 70-85% of composition space
+- **Spatial Allocation:** Character dominance 70-85%, action demonstration 10-15%, typography zones 10-15%, background 5-10%
+- **Background Treatment:** Minimal environmental detail allowing character mass to dominate visual impact
+- **Format Justification:** Comic cover requires poster-style layout for newsstand impact with character-focused composition
+## 3) Style Context & Material Authenticity
+
+Rob Liefeld's revolutionary poster style (1989-present) established **extreme heroic proportions** through **visual impact prioritization** and **poster comic aesthetics**. Production method emphasizes **marker-based foundation** with **high-contrast ink application**, **simplified rendering techniques**, and **action-oriented visual storytelling with maximum character presence**. **Paper substrate:** **Bristol board with marker absorption** creating **bold contrast poster effects**. Purpose focuses on **heroic wish-fulfillment** through **extreme power demonstration** and **poster visual storytelling** within **high-impact comic production**.
+
+**Hallmark motifs include:**
+
+- **200-300% chest expansion** beyond natural proportions for heroic emphasis
+- **Limited crosshatching** with **5-15 strokes maximum per shadow area** and **inconsistent directional flow**
+- **Feet avoidance strategies** with **diamond-shape substitutions** in **60% of full-figure drawings**
+- **Line quality limitations** with **thick-to-thin variation limited to 1:3 ratio** and **minimal feathering technique**
+- **Background reduction** with **70% of compositions featuring minimal environmental detail** focusing on **character mass emphasis**
+- **6.5-head proportional system** with **enlarged torso dominance** and **heroic mass concentration**
+
+**Period framing:** **Early 1990s Image Comics revolution** with **anti-establishment heroic ideals** creating **visually impactful but technically simplified entertainment**.
+
+**Innovation line:** **Extreme proportional heroism** / **Poster comic aesthetics mastery** / **Visual impact prioritization** / **Liefeld's heroic mass emphasis**.
+## 4) Technical Method & Mark-Making
+
+**Proportional Specifications:** **200-300% chest expansion** beyond natural anatomy. **6.5-head proportional system** with **enlarged torso emphasis**. **Muscular mass concentration** in **chest and shoulder areas** with **simplified limb construction**.
+
+**Line Quality Limitations:** **Thick-to-thin variation limited to 1:3 ratio** maximum range. **Minimal feathering technique** with **bold outline emphasis**. **Simplified construction** avoiding complex curve work or detailed rendering.
+
+**Crosshatching Economy:** **5-15 strokes maximum per shadow area** with **inconsistent directional flow**. **Basic shadow placement** without complex form modeling. **High-contrast ink spotting** rather than graduated shading techniques.
+
+**Feet Management Protocol:** **Diamond-shape substitution technique** for **60% of full-figure compositions**. **Strategic cropping** or **off-panel positioning** to **avoid detailed foot rendering**. **Focus redirection** to **upper body mass and heroic proportions**.
+
+**Background Reduction Authority:** **70% of composition space** dedicated to **character mass presentation**. **Minimal environmental detail** with **simplified geometric shapes** or **solid color backgrounds**. **Character prominence** supersedes **environmental context**.
+
+**Color Application:** **High-contrast poster techniques** with **bold primary color relationships**. **Simplified shading** using **flat color blocking** rather than **graduated rendering**. **Marker-based color logic** with **Bristol paper interaction**.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **character mass showcase** and **poster visual impact**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Action Hero Design:**
+
+- **Original Hero Costume:** **Alternative color schemes** (blue/orange/white, green/red/yellow, purple/silver/black, teal/gold/bronze), **unique heroic symbol** (star patterns, shield designs, geometric emblems, power indicators - NO military iconography), **simplified costume design** (basic heroic uniform, streamlined styling, poster-appropriate detail level), **heroic styling** appropriate to **action genre**, **poster-friendly design** with **Liefeld's mass emphasis aesthetic**; accessories maximum **1-2** heroic items avoiding complex detail.
+
+**Supporting Character Wardrobe:**
+
+- **Action heroes:** **1990s heroic attire** with **simplified costume design** and **poster presentation**
+- **Civilians:** **Basic contemporary clothing** with **minimal detail complexity**
+- **Authority figures:** **Simplified uniform design** appropriate to **action context**
+
+**Prop Selector**
+
+```yaml
+vertex_action_props:
+  tactical_gear: [multiple pouches, utility belts, strap systems, harness elements]
+  heroic_demonstration: [strength displays, power exhibitions, angular poses, aggressive stances]
+  simplified_weapons: [oversized guns, basic melee weapons, tactical equipment, military gear]
+  power_displays: [energy effects, strength demonstrations, heroic capabilities, action sequences]
+  poster_elements: [bold geometric shapes, simplified backgrounds, high-contrast environments, angular settings]
+  costume_complexity: [excessive pouches, tactical straps, utility elements, gear combinations]
+  micro_details: [pouch emphasis, strap details, tactical elements, gear focal points]
+  exclusions:
+    - "no X-Force universe iconography"
+    - "no specific Cable character elements"
+    - "no Deadpool references"
+    - "no Image Comics character elements"
+    - "no clean costume design without tactical elements"
+    - "no simple costumes lacking pouch/strap systems"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "technical precision", "clean line work", "polished artwork", "smooth rendering", "detailed backgrounds", "X-Force costume elements", "cable harnesses", "militaristic designs", "tactical gear combinations", "excessive pouches", "Image Comics references", "detailed foot rendering", "complex crosshatching", "graduated shading techniques", "photographic elements", "realistic photography", "refined facial features", "pleasant expressions"; **NO photographic elements anywhere in composition**; **NO X-Force, Cable, or any Image Comics character elements**; **NO technical precision that eliminates Liefeld's poster simplicity**; **NO complex environmental detail that removes character focus**; **NO clean artwork that removes rough aesthetic**; **NO pleasant facial expressions - require harsh angular features**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original action hero", "Rob Liefeld poster technique", "200-300% chest expansion", "6.5-head proportional system", "5-15 crosshatch strokes maximum", "1:3 line weight variation limit", "70% background reduction", "diamond-shape feet substitution", "high-contrast poster coloring", "character mass dominance", "simplified heroic styling".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **"VERTEX COMICS"** with **bold action hero theme**
+- **Character prominence:** Central 70-85% featuring original action hero in **Liefeld power pose**
+- **Poster impact showcase:** **Extreme proportions** and **heroic mass demonstration**
+- **Action context:** Clear heroic activity appropriate to poster-style entertainment
+- **Mass emphasis integration:** **Character proportions** and **poster aesthetics** integrated with cover design
+
+**Simplified Environment:** **Minimal background detail** with **basic geometric shapes** or **solid color backgrounds** that **support character without visual competition**. **High-contrast poster techniques** applied to **environmental elements** following **Liefeld's simplification methodology**. **Surface Context Anchor:** Bristol board comic art with marker-based coloring appropriate to early 1990s poster comic production. **Frame/Band Anchor:** Bold comic cover layout - poster framing typical of Liefeld's impact approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated character mass and poster impact demonstration.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic early 1990s action comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **"VERTEX COMICS"** with **bold action styling** and **poster integration** (closest Google Font: Impact or Anton)
+- **Issue information:** "No. [X]" and "$2.50" pricing in **1990s action comic styling**
+- **Story elements:** 1-2 **action-oriented coverlines** (e.g., "Heroic Power Unleashed!", "Action Beyond Limits!")
+- **Publisher credit:** "Vertex Comics Publications" in bold text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, heroic lettering** with **poster impact emphasis**
+- **Cover text:** **Strong poster style** or closest approximation: **Impact, Anton, or Bebas Neue**
+- **Color schemes:** **High contrast combinations** (white on red, yellow on blue) for **poster visibility**
+- **Poster integration:** Typography designed with **bold impact** for maximum visual effect
+
+**Historical Accuracy:** Typography must match early 1990s action comic conventions with period pricing ($2.50), poster production values, and heroic styling appropriate to action hero comics with Liefeld's visual impact design influence.
+
+---
+
+# Marc Silvestri Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Dynamic energy flow over anatomical precision; radiating composition authority supersedes geometric structure **Face-Treatment Flag:** `high-contrast-detail` with `piercing-eye-emphasis` characteristics and dramatic lighting integration **Pose Flag:** `explosive-dynamic` with solar plexus radiation patterns and multi-directional action priority **Canvas Control Flag:** `adaptive-extend` for atmospheric color integration and energy manifestation requirements **Material Physics Authority:** Bold color separation simulation, high-contrast linework techniques, dramatic lighting applications with energy-radiating directional flow **Cultural/Period Authenticity:** 1990s Image Comics dynamic aesthetic, explosive composition philosophy, energy-radiating stroke direction methodology **Color Collaboration Method:** Glynis Oliver high-contrast separation technique, Brian Haberlin atmospheric digital integration, bold primary color authority **Technical Specifications:** Rich saturated color schemes, variable line weight hierarchy, solar plexus radiating compositions, form-following crosshatching patterns **Modern Age Innovation:** Dynamic energy comic aesthetics establishing explosive comic art, radiating composition mastery applied to superhero subjects **IP Protection:** Original character design avoiding existing Image Comics iconography, distinct costume elements, alternative dynamic themes **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures, dynamic artistic standards
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **dynamic energy comic art** - NO photographic elements, NO digital effects. Transform the subject into a **generic original superhero** in **Marc Silvestri's explosive energy technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female superhero; if male subject, create male superhero. **Dynamic Method Authority:** Use radiating energy composition with high-contrast technique - NO static positioning, NO energy-lacking corrections. **IP Safeguard:** Create original superhero character with completely distinct design (avoid all Image Comics iconography - NO Witchblade elements, NO Darkness references, NO Cyber Force designs, NO Top Cow character elements), unique dynamic heroic theme, alternative energy presentation - ZERO resemblance to Silvestri's established characters. **Illustration Authority:** ALL elements must follow Silvestri's dynamic technique - NO photographic portraits, NO digital rendering, NO static comic conventions. **Likeness (style-first):** Identity via **explosive heroic pose/dramatic expression/energy gesture**; integrate into **dynamic comic medium** emphasizing **radiating technique** and **energy flow mastery**. **Face-Treatment Flag:** `high-contrast-detail` **Pose Flag:** `explosive-dynamic` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Silvestri's energy dynamics overrides all static comic approaches, prioritizing **radiating flow** and **explosive authenticity**. **Mode Selector:** Dynamic Energy Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (alternative comic proportion)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with energy radiation dynamics requiring atmospheric color integration space
+- **Spatial Allocation:** Character prominence 60-70%, energy flow effects 15-20%, atmospheric elements 10-15%, typography zones 10-15%
+- **Background Treatment:** High-contrast atmospheric environments that support energy radiation without static structure
+- **Format Justification:** Comic cover requires explosive composition for dramatic appeal with integrated dynamic heroic positioning
+## 3) Style Context & Material Authenticity
+
+Marc Silvestri's revolutionary dynamic style (1987-present) established **explosive energy comic aesthetics** through **radiating composition mastery** and **high-contrast technique expertise**. Production method emphasizes **variable line weight hierarchy** with **energy-radiating directional flow**, **bold color authority philosophy**, and **solar plexus radiation methodology with atmospheric integration**. **Color substrate:** **Rich saturated color simulation** creating **dramatic contrast effects and atmospheric color interaction**. Purpose focuses on **heroic expression through energy authenticity** and **dynamic visual storytelling** within **explosive comic production**.
+
+**Hallmark motifs include:**
+
+- **80% radiating energy strokes** showing **solar plexus emanation patterns** with **explosive gesture application**
+- **Multi-directional action compositions** with **radiating configurations** in **75% of figure compositions**
+- **Form-following crosshatching patterns** following **anatomical curve direction** with **2-15 line density variations**
+- **Line weight hierarchy distribution** with **ultra-fine details (0.1-0.3mm)** to **bold contours (1.5-3mm)**
+- **High-contrast color gradation** across **dramatic tonal separations** with **bold primary color flow**
+- **Atmospheric color bleed effects** creating **energy manifestation interaction** and **dramatic lighting integration**
+- **Energy-radiating stroke direction** with **explosive construction emphasis** and **maximum dynamic authenticity**
+
+**Period framing:** **1990s Image Comics energy revolution** with **dynamic comic ideals** creating **explosive but heroic entertainment**.
+
+**Innovation line:** **Radiating composition mastery** / **Dynamic comic energy** / **High-contrast technique integration** / **Silvestri's explosive flow expertise**.
+## 4) Technical Method & Mark-Making
+
+**Line Weight Hierarchy Authority:** **Ultra-fine details (0.1-0.3mm)** for facial features and texture indication, **construction lines (0.5-1mm)** for anatomy and crosshatching base, **primary contours (1.5-3mm)** for outer silhouettes, **impact lines (2-4mm)** for dramatic emphasis and action indicators.
+
+**Energy Radiation Mechanics:** **Solar plexus radiating structure** with **explosive emanation priority** in **75% of figure presentations**. **Multi-directional action flow** with **radiating movement patterns** creating **centrifugal energy**. **Extreme angle choices** enhancing energy flow with **simultaneous movement vectors**.
+
+**High-Contrast Color Technique:** **Rich saturated color applications** creating **dramatic separation effects**. **Glynis Oliver method** for **pure primary color placement** with **high contrast separation**. **Brian Haberlin digital integration** for **atmospheric color bleeds** and **luminescent highlights**. **Cool blue shadows contrasted with warm yellow/orange highlights**.
+
+**Crosshatching Specificity:** **Form-following direction** with **anatomical curve adherence**. **Density modulation (2-15 lines per section)** based on shadow depth. **Angle variation (15-30 degree shifts)** between hatching layers. **Selective application** concentrated in shadow areas with **minimal highlight zone interference**.
+
+**Color Temperature Control:** **Cool blue distance** with **warm foreground emphasis**. **Energy manifestations** through **glowing power effects** and **electrical phenomena**. **Strong directional light sources** creating **dramatic shadow placement**.
+
+**Atmospheric Color Physics:** **Digital airbrush effects** with **glowing energy manifestations** and **color-based depth creation**. **Atmospheric particles** and **energy trails** following **radiating composition patterns**.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **energy radiation showcase** and **explosive heroic presentation**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Dynamic Hero:** **Bold color schemes** (electric blue/silver/white, red/gold/black, cyan/navy/yellow, purple/magenta/silver, emerald/black/gold), **unique energy symbol** (radiating emblems, dynamic patterns, explosive designs, energy motifs - NO Image Comics iconography), **high-tech costume design** (reflective materials, energy-infused elements, dynamic styling, explosive presentation), **heroic styling** appropriate to **dynamic genre**, **energy design** with **Silvestri's explosive aesthetic**; accessories maximum **1-2** energy items.
+
+**Supporting Character Wardrobe:**
+
+- **Dynamic heroes:** **1990s high-tech attire** with **energy presentation** and **explosive styling**
+- **Atmospheric figures:** **High-contrast clothing** with **dramatic lighting emphasis**
+- **Environmental characters:** **Energy costume design** appropriate to **dynamic context**
+
+**Prop Selector**
+
+```yaml
+vertex_energy_props:
+  dynamic_elements: [energy weapons, high-tech materials, radiating accessories, explosive equipment]
+  atmospheric_objects: [energy integration, dramatic phenomena, explosive effects, radiating energies]
+  heroic_demonstration: [energy power displays, explosive strength shows, radiating heroics, dynamic abilities]
+  high_contrast_environment: [dramatic settings, energy landscapes, explosive backgrounds, radiating contexts]
+  energy_effects: [radiating energy, explosive elements, atmospheric phenomena, dynamic displays]
+  micro_details: [energy texture emphasis, radiating detail zones, explosive focal points, dynamic elements]
+  exclusions:
+    - "no Image Comics character iconography"
+    - "no Witchblade specific elements"
+    - "no Darkness universe references"
+    - "no Cyber Force design elements"
+    - "no Top Cow character motifs"
+    - "no static technical equipment"
+    - "no muted color schemes"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "static positioning", "muted color palettes", "earth tone dominance", "desaturated color schemes", "monochromatic approaches", "color restraint", "Image Comics character iconography", "Witchblade elements", "Darkness references", "Cyber Force designs", "Top Cow character motifs", "energy-lacking compositions", "static mark-making", "uniform line weights", "flat lighting", "photographic elements", "digital rendering", "realistic photography"; **NO photographic elements anywhere in composition**; **NO Image Comics character elements from any property**; **NO static positioning that eliminates Silvestri's energy radiation**; **NO muted colors that remove explosive visual impact**; **NO uniform line weights that eliminate dynamic hierarchy**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Marc Silvestri explosive energy", "80% radiating energy stroke application", "solar plexus emanation patterns", "75% multi-directional action configurations", "ultra-bold contour line dominance (3-6mm outer silhouettes)", "extreme line weight contrast (5-8x thicker contours)", "maximum-bold character definition", "ultra-dense crosshatching (8-35 lines per section)", "heavy atmospheric texture weight", "visible crosshatch texture impact", "rich saturated color authority", "Glynis Oliver high-contrast coloring method", "Brian Haberlin atmospheric digital effects", "dramatic lighting color temperature", "energy radiation demonstration".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **energy typography integration**
+- **Character prominence:** Central 60-70% featuring original superhero in **Silvestri explosive presentation**
+- **Energy radiation showcase:** **Solar plexus emanation structure** with **atmospheric color integration**
+- **Heroic context:** Clear dynamic heroics appropriate to **explosive energy entertainment**
+- **Energy integration:** **Radiating composition technique** and **explosive energy** integrated with cover design
+
+**Dynamic Environment:** **High-contrast atmospheric settings** with **energy environmental elements**, **radiating dramatic phenomena**, **explosive atmospheric effects**, and **dynamic heroic contexts**. **Energy radiation technique** applied to **environmental rendering** following **Silvestri's explosive methodology**. **Surface Context Anchor:** Rich saturated color simulation with dramatic contrast effects appropriate to dynamic comic production. **Frame/Band Anchor:** Explosive comic cover layout - energy framing typical of Silvestri's dynamic approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated energy radiation and explosive typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic dynamic comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **energy styling** and **explosive integration** (closest Google Font: Impact or Anton)
+- **Issue information:** "No. [X]" and "$2.99" pricing in **dynamic comic styling**
+- **Story elements:** 1-2 **energy-themed coverlines** (e.g., "Explosive Power Radiates!", "Dynamic Energy Unleashed!")
+- **Publisher credit:** "Vertex Comics Publications" in bold text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, energy lettering** with **explosive authenticity**
+- **Cover text:** **Dynamic style** or closest approximation: **Impact, Anton, or Bebas Neue**
+- **Color schemes:** **High-contrast combinations** (electric blues, bold reds) for **explosive appeal**
+- **Energy integration:** Typography designed with **radiating elements** for maximum dynamic impact
+
+**Historical Accuracy:** Typography must match 1990s dynamic comic conventions with period pricing ($2.99), explosive production values, and energy styling appropriate to dynamic superhero comics with Silvestri's radiating design influence.
+
+------
+
+## Additional Technical Specifications
+
+### Silvestri Signature Elements:
+
+- **Eye Treatment:** Intense, piercing stares with detailed iris work and dramatic highlight placement
+- **Hair Dynamics:** Flowing, wind-affected hair with individual strand detail and movement indication
+- **Musculature Definition:** Detailed anatomy with strategic highlight placement and energy emphasis
+- **Action Blur:** Motion lines indicating speed and explosive movement
+- **Impact Effects:** Debris, energy bursts, environmental reaction to dynamic action
+- **Background Crosshatching:** Heavy atmospheric line work (5-20 lines per section) following energy patterns
+- **Debris Field Authority:** Floating rocks, particles, and environmental chaos radiating from action center
+- **Environmental Destruction:** Architectural damage, cracked surfaces, and impact evidence
+- **Atmospheric Line Work:** Wind effects, energy disturbances, and turbulence indication
+
+### Collaborative Color Method:
+
+- **Phase 1:** Silvestri's high-contrast black and white art with variable line weights
+- **Phase 2:** Colorist application of bold, saturated colors using Glynis Oliver separation method
+- **Phase 3:** Digital atmospheric effects and lighting enhancement via Brian Haberlin technique
+- **Result:** Dramatic, high-energy visual impact with explosive depth and dynamic dimension
+
+---
+
+# Alex Ross Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Photographic realism authority supersedes stylization; classical painting technique over comic conventions **Face-Treatment Flag:** `gouache-opaque` with `watercolor-soft` glazing for photorealistic accuracy **Pose Flag:** `cultural-traditional` with classical sculpture influence and museum-quality positioning **Canvas Control Flag:** `format-native` for painterly composition optimized for declared aspect ratio **Material Physics Authority:** Strathmore Bristol 500 series substrate, gouache opacity layers, watercolor glazing technique, museum-quality archival materials **Cultural/Period Authenticity:** Traditional painting methods applied to superhero subjects, classical art training integration, photographic reference methodology **Production Method:** Black-and-white gouache underpainting with transparent watercolor color glazing, live model photographic reference accuracy **Technical Specifications:** 4-ply Bristol board preparation, workable fixative application, thin gouache translucent effects, minimal brush texture visibility **Modern Age Innovation:** Photorealistic superhero painting establishing fine art comic integration, classical technique applied to popular culture **IP Protection:** Original superhero character design avoiding existing iconography, distinct costume elements, alternative heroic themes with museum-quality presentation **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures, classical art standards
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **museum-quality painted artwork** - NO photographic elements, NO digital effects. Transform the subject into a **generic original superhero** in **Alex Ross's photorealistic gouache and watercolor technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female superhero; if male subject, create male superhero. **Painting Method Authority:** Use traditional gouache underpainting with watercolor glazing technique - NO digital painting effects, NO photographic manipulation. **IP Safeguard:** Create original superhero character with completely distinct design (avoid all DC/Marvel iconography - NO Superman symbols, NO Batman elements, NO Wonder Woman references, NO existing superhero costume designs), unique heroic theme, alternative classical heroic presentation - ZERO resemblance to Kingdom Come, Marvels, or any existing Ross character designs. **Illustration Authority:** ALL elements must follow Ross's painted technique - NO photographic portraits, NO digital rendering, NO modern effects. **Likeness (style-first):** Identity via **classical heroic pose/noble expression/museum-quality presentation**; integrate into **photorealistic painted medium** emphasizing **fine art technique** and **classical heroic ideals**. **Face-Treatment Flag:** `gouache-opaque` **Pose Flag:** `cultural-traditional` **Canvas Control Flag:** `format-native` **Style dominance:** Ross's photorealistic painting technique overrides all comic conventions, prioritizing **fine art quality** and **classical heroic presentation**. **Mode Selector:** Photorealistic Superhero Painting with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (alternative painted proportion)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** format-native with painterly composition requiring museum-quality layout for declared ratio
+- **Spatial Allocation:** Character prominence 60-70%, classical environmental context 20-25%, atmospheric effects 10-15%, typography zones 5-10%
+- **Background Treatment:** Classical environmental settings that support heroic themes with fine art presentation quality
+- **Format Justification:** Comic cover requires painterly layout for fine art appeal with integrated classical heroic positioning
+## 3) Style Context & Material Authenticity
+
+Alex Ross's revolutionary photorealistic style (1993-present) established **fine art superhero aesthetics** through **classical painting technique mastery** and **photographic reference accuracy**. Production method emphasizes **traditional gouache foundation** with **watercolor glazing application**, **live model reference photography**, and **classical art storytelling with superhero subjects**. **Paper substrate:** **Strathmore Bristol 500 series with 4-ply tooth texture** creating **even absorption and superior archival quality**. Purpose focuses on **heroic inspiration through fine art presentation** and **classical visual storytelling** within **museum-quality comic production**.
+
+**Hallmark motifs include:**
+
+- **95% photographic proportion accuracy** to live model references with classical posing
+- **3-5 gouache opacity layers** for form development with **2-3 watercolor glaze layers** for color accuracy
+- **Full tonal spectrum** from **paper white to deep black** with **30+ distinguishable value steps**
+- **Classical sculpture influence** in **pose selection and lighting** with **museum-quality presentation standards**
+- **Realistic textile physics** with **authentic fabric drape, sheen, and material behavior**
+- **Thin gouache application** creating **translucent effects** with **minimal visible brush texture**
+- **Live model photographic reference** ensuring **anatomical accuracy and natural gesture**
+
+**Period framing:** **1990s-present fine art comic integration** with **classical art training applied to popular culture** creating **museum-quality but accessible entertainment**.
+
+**Innovation line:** **Photorealistic superhero painting mastery** / **Classical technique comic integration** / **Live model reference methodology** / **Ross's fine art popular culture fusion**.
+## 4) Technical Method & Mark-Making
+
+**Surface Preparation Authority:** **Strathmore Bristol 500 series, 4-ply tooth specification** for **even gouache and watercolor absorption**. **Paper preparation** includes **proper sizing** and **surface tension optimization** for **multi-layer application**.
+
+**Underpainting Method:** **Black-and-white gouache grisaille** with **complete tonal development** before **color application**. **3-5 opacity layers** building **form modeling** and **value structure**. **Workable fixative application** between **gouache and watercolor stages**.
+
+**Glazing Technique:** **Transparent watercolor application** over **dried gouache underpainting**. **2-3 color glaze layers** for **photographic color accuracy**. **Thin application** maintaining **translucent effects** without **opacity loss**.
+
+**Photographic Reference Accuracy:** **95% proportion fidelity** to **live model photography**. **Anatomical precision** with **natural gesture and expression**. **Classical posing** influenced by **sculpture and fine art tradition**.
+
+**Brush Technique:** **Minimal visible brush texture** with **smooth application methods**. **Soft edge transitions** and **realistic surface rendering**. **Tool marks eliminated** for **photographic surface quality**.
+
+**Tonal Range Mastery:** **Full spectrum value control** from **paper white highlights** to **deep black shadows**. **30+ distinguishable value steps** for **photographic accuracy**. **Gradual transitions** without **visible value jumps**.
+
+**Material Authenticity Anchor:** **Traditional gouache and watercolor only** - NO digital painting simulation, NO photographic manipulation, NO modern post-processing effects.
+
+**Canvas Adaptation Anchor:** Painting composition optimized for **2:3 format** with **classical heroic presentation** and **museum-quality visual impact**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Classical Hero:** **Alternative color schemes** (royal blue/gold/white, deep green/silver/cream, rich purple/bronze/ivory, burgundy/copper/pearl), **unique heroic symbol** (classical emblems, heraldic designs, geometric patterns, noble insignia - NO existing superhero iconography), **classical costume design** (toga-influenced styling, classical armor elements, noble draping, museum-quality presentation), **heroic styling** appropriate to **fine art genre**, **classical design** with **Ross's photorealistic aesthetic**; accessories maximum **1-2** classical heroic items.
+
+**Supporting Character Wardrobe:**
+
+- **Classical civilians:** **Museum-quality contemporary attire** with **fine art presentation** and **classical influence**
+- **Heroic figures:** **Classical heroic clothing** with **photorealistic fabric rendering**
+- **Authority figures:** **Dignified professional attire** appropriate to **classical heroic context**
+
+**Prop Selector**
+
+```yaml
+vertex_classical_props:
+  heroic_demonstration: [classical strength displays, noble power exhibitions, heroic rescues, inspiring actions]
+  classical_elements: [heraldic banners, noble weapons, classical architecture, inspiring symbols]
+  environmental_context: [classical buildings, noble landscapes, inspiring vistas, heroic settings]
+  atmospheric_effects: [dramatic lighting, classical weather, inspiring skies, noble atmospheres]
+  fine_art_accessories: [classical costume elements, noble materials, heroic emblems, inspiring details]
+  micro_details: [classical textile emphasis, noble symbol areas, heroic focal points, inspiring elements]
+  exclusions:
+    - "no DC Comics character iconography"
+    - "no Marvel Comics character elements"
+    - "no Kingdom Come specific references"
+    - "no Marvels series specific elements"
+    - "no existing superhero costume designs"
+    - "no recognizable superhero symbols"
+    - "no copyrighted character elements"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "comic book stylization", "digital painting effects", "photographic manipulation", "existing superhero iconography", "DC Comics characters", "Marvel Comics characters", "Kingdom Come references", "Marvels series elements", "Superman symbols", "Batman elements", "Wonder Woman references", "rough comic art", "simplified rendering", "modern digital effects", "photographic elements anywhere", "realistic photography"; **NO photographic elements in composition**; **NO existing superhero character elements from any publisher**; **NO digital painting that eliminates traditional gouache/watercolor authenticity**; **NO simplified comic art that removes Ross's photorealistic precision**; **NO modern effects that remove classical painting quality**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Alex Ross photorealistic gouache technique", "95% photographic proportion accuracy", "3-5 gouache opacity layers", "2-3 watercolor glaze layers", "30+ distinguishable value steps", "Strathmore Bristol 4-ply preparation", "classical sculpture influence", "live model reference accuracy", "traditional painting methods only", "museum-quality presentation standards", "fine art superhero integration".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 10-15% for **elegant "VERTEX COMICS"** with **classical typography integration**
+- **Character prominence:** Central 60-70% featuring original superhero in **Ross photorealistic presentation**
+- **Classical atmosphere showcase:** **Museum-quality environmental context** with **fine art landscape/architectural elements**
+- **Heroic context:** Clear superhero nobility appropriate to **classical fine art entertainment**
+- **Fine art integration:** **Painting technique** and **classical composition** integrated with cover design
+
+**Classical Environment:** **Museum-quality environmental settings** with **classical architectural elements**, **noble atmospheric effects**, **fine art landscape elements**, and **heroic classical contexts**. **Traditional painting technique** applied to **environmental rendering** following **Ross's photorealistic methodology**. **Surface Context Anchor:** Traditional Bristol board painting with gouache and watercolor application appropriate to fine art comic production. **Frame/Band Anchor:** Elegant comic cover layout - classical framing typical of Ross's fine art approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated classical heroic presentation and museum-quality typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic fine art comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Elegant "VERTEX COMICS"** with **classical styling** and **fine art integration** (closest Google Font: Trajan Pro or Cinzel)
+- **Issue information:** "No. [X]" and "$3.99" pricing in **premium comic styling**
+- **Story elements:** 1-2 **classical-themed coverlines** (e.g., "Heroic Nobility Revealed!", "Classical Heroism Reborn!")
+- **Publisher credit:** "Vertex Comics Publications" in elegant text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Classical, elegant lettering** with **fine art museum quality**
+- **Cover text:** **Classical style** or closest approximation: **Trajan Pro, Cinzel, or Optima**
+- **Color schemes:** **Elegant combinations** (gold on deep blue, ivory on burgundy) for **fine art appeal**
+- **Classical integration:** Typography designed with **museum-quality presentation** for maximum heroic impact
+
+**Historical Accuracy:** Typography must match contemporary premium comic conventions with current pricing ($3.99), fine art production values, and classical styling appropriate to photorealistic superhero comics with Ross's museum-quality presentation standards.
+
+---
+
+- - # Bryan Hitch Style
+  
+    ## 🔧 Artist-Specific Renderer-Agnostic Adapter
+  
+    **Constraint precedence:** Cinematic scope authority supersedes character-focused composition; architectural precision overrides gesture-based positioning **Face-Treatment Flag:** `digital-painted` with `photorealistic-accuracy` characteristics and film-quality lighting integration **Pose Flag:** `cinematic-widescreen` with panoramic staging priority and environmental context emphasis **Canvas Control Flag:** `strict-reframe` for widescreen composition requirements and architectural showcase **Material Physics Authority:** 2H pencil precision techniques, lightbox transfer methodology, architectural drafting standards with mathematical perspective accuracy **Cultural/Period Authenticity:** 2000s Ultimate Comics cinematic aesthetic, widescreen panel innovation, architectural precision philosophy **Technical Specifications:** Mathematical perspective construction, environmental detail density, panoramic composition ratios, film-quality lighting applications **Cinematic Innovation:** Widescreen panel ratios establishing cinematic comic aesthetics, architectural background mastery applied to superhero subjects **IP Protection:** Original character design avoiding existing Ultimate universe iconography, distinct environmental themes, alternative architectural contexts **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures, cinematic artistic standards
+  
+    > **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+  
+    ------
+  
+    ## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+  
+    **CANVAS OVERRIDE:** Recompose to exactly **16:9 widescreen format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **cinematic architectural comic art** - NO photographic elements, NO digital effects. Transform the subject into a **generic original superhero** in **Bryan Hitch's widescreen cinematic technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female superhero; if male subject, create male superhero. **Cinematic Method Authority:** Use panoramic architectural composition with precision technique - NO static positioning, NO environment-lacking corrections. **IP Safeguard:** Create original superhero character with completely distinct design (avoid all Ultimate Comics iconography - NO Ultimate universe elements, NO Millar-verse references, NO Authority designs, NO Ultimates character elements), unique cinematic heroic theme, alternative architectural presentation - ZERO resemblance to Hitch's established characters. **Illustration Authority:** ALL elements must follow Hitch's cinematic technique - NO photographic portraits, NO digital rendering, NO static comic conventions. **Likeness (style-first):** Identity via **panoramic heroic pose/architectural expression/environmental gesture**; integrate into **cinematic comic medium** emphasizing **widescreen technique** and **architectural mastery**. **Face-Treatment Flag:** `digital-painted` **Pose Flag:** `cinematic-widescreen` **Canvas Control Flag:** `strict-reframe` **Style dominance:** Hitch's cinematic dynamics overrides all static comic approaches, prioritizing **panoramic flow** and **architectural authenticity**. **Mode Selector:** Cinematic Widescreen Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+  
+    **MANDATORY RATIO SELECTION:**
+  
+    - **16:9** (cinematic widescreen - primary choice)
+    - **21:9** (ultra-widescreen alternative)
+    - **5:3** (panoramic variation)
+  
+    **CANVAS RECOMPOSITION STRATEGY:**
+  
+    - **Reframing Method:** strict-reframe with architectural precision requiring mathematical perspective construction space
+    - **Spatial Allocation:** Environmental context 50-60%, character prominence 25-35%, architectural detail 15-20%, typography zones 10-15%
+    - **Background Treatment:** Detailed architectural environments that support cinematic scope without character diminishment
+    - **Format Justification:** Widescreen format requires panoramic composition for cinematic appeal with integrated architectural precision positioning
+## 3) Style Context & Material Authenticity
+  
+    Bryan Hitch's revolutionary cinematic style (1996-present) established **widescreen comic aesthetics** through **architectural precision mastery** and **panoramic composition expertise**. Production method emphasizes **mathematical perspective construction** with **environmental detail density**, **film-quality lighting philosophy**, and **2H pencil precision methodology with lightbox transfer integration**. **Digital substrate:** **Photorealistic accuracy simulation** creating **cinematic lighting effects and architectural detail interaction**. Purpose focuses on **heroic expression through environmental authenticity** and **cinematic visual storytelling** within **widescreen comic production**.
+  
+    **Hallmark motifs include:**
+  
+    - **60% environmental context dominance** showing **architectural precision patterns** with **panoramic gesture application**
+    - **Mathematical perspective construction** with **vanishing point accuracy** in **80% of background compositions**
+    - **Detail density distribution** with **background 50-70% of foreground detail concentration**
+    - **Scale hierarchy distribution** with **characters 15-40% of panel space** to **architectural environment dominance**
+    - **Film-quality lighting integration** across **dramatic environmental illumination** with **cinematic atmosphere flow**
+    - **2H pencil precision techniques** creating **architectural accuracy interaction** and **technical drafting integration**
+    - **Lightbox transfer methodology** with **construction emphasis** and **maximum cinematic authenticity**
+  
+    **Period framing:** **2000s Ultimate Comics cinematic revolution** with **widescreen comic ideals** creating **panoramic but heroic entertainment**.
+  
+    **Innovation line:** **Widescreen composition mastery** / **Cinematic comic architecture** / **Mathematical precision integration** / **Hitch's panoramic flow expertise**.
+## 4) Technical Method & Mark-Making
+  
+    **Perspective Construction Authority:** **Mathematical vanishing point accuracy** for architectural elements and environmental context, **2H pencil precision (0.1mm)** for construction lines and technical drawing, **lightbox transfer methodology** for enlarged detail transfer, **architectural scale fidelity** with documented building proportions.
+  
+    **Environmental Detail Mechanics:** **Background architecture receives 50-70% of foreground figure detail density**. **Panoramic staging priority** with **widescreen movement patterns** creating **cinematic scope**. **Film-aspect ratio choices** enhancing environmental flow with **simultaneous perspective vectors**.
+  
+    **Cinematic Lighting Technique:** **Film-quality illumination applications** creating **dramatic environmental effects**. **Digital painting method** for **photorealistic character rendering** with **architectural lighting consistency**. **Cool environmental shadows contrasted with warm character highlights**.
+  
+    **Precision Line Specificity:** **2H pencil foundation** with **architectural curve adherence**. **Construction line density (mathematical grid structure)** based on perspective accuracy. **Lightbox transfer precision** for detail enlargement from thumbnail to final. **Technical drafting application** concentrated in architectural areas with **minimal sketch zone interference**.
+  
+    **Scale Relationship Control:** **Characters occupy 15-40% of panel space** with **environmental context emphasis**. **Architectural proportions** through **realistic building scale** and **human figure reference**. **Panoramic composition** creating **widescreen visual impact**.
+  
+    **Digital Integration Physics:** **Photorealistic painting effects** with **architectural accuracy maintenance** and **cinematic depth creation**. **Environmental complexity** and **perspective trails** following **widescreen composition patterns**.
+  
+    **Canvas Adaptation Anchor:** Comic cover composition optimized for **16:9 format** with **architectural precision showcase** and **cinematic heroic presentation**.
+## 5) Wardrobe, Props & Setting Conventions
+  
+    **IP-Safe Original Superhero Design:**
+  
+    - **Original Cinematic Hero:** **Realistic color schemes** (military blues/grays/blacks, tactical greens/browns/tans, urban grays/blues/whites, stealth blacks/charcoals/silvers, classic reds/golds/blues), **unique environmental symbol** (architectural emblems, urban patterns, tactical designs, environmental motifs - NO Ultimate Comics iconography), **tactical costume design** (realistic materials, function-based elements, cinematic styling, practical presentation), **heroic styling** appropriate to **cinematic genre**, **environmental design** with **Hitch's architectural aesthetic**; accessories maximum **1-2** practical items.
+  
+    **Supporting Character Wardrobe:**
+  
+    - **Cinematic heroes:** **Realistic tactical attire** with **environmental presentation** and **practical styling**
+    - **Environmental figures:** **Period-appropriate clothing** with **architectural lighting emphasis**
+    - **Urban characters:** **Contemporary costume design** appropriate to **cinematic context**
+  
+    **Prop Selector**
+  
+    ```yaml
+    vertex_cinematic_props:
+      environmental_elements: [urban architecture, tactical equipment, realistic accessories, practical gear]
+      architectural_objects: [building integration, structural phenomena, construction effects, environmental accuracy]
+      heroic_demonstration: [practical power displays, environmental interaction shows, architectural heroics, cinematic abilities]
+      realistic_environment: [urban settings, architectural landscapes, construction backgrounds, environmental contexts]
+      cinematic_effects: [film lighting, environmental elements, atmospheric phenomena, realistic displays]
+      micro_details: [architectural texture emphasis, environmental detail zones, construction focal points, realistic elements]
+      exclusions:
+        - "no Ultimate Comics character iconography"
+        - "no Authority specific elements"
+        - "no Ultimates universe references"
+        - "no Millar-verse design elements"
+        - "no Stormwatch character motifs"
+        - "no fantasy technical equipment"
+        - "no oversaturated color schemes"
+    ```
+## 6) Safety & IP Constraints (Hard Rules)
+  
+    **⌐ Canvas Negatives:** "original image proportions", "character-focused positioning", "oversaturated color palettes", "fantasy tone dominance", "cartoon color schemes", "animated approaches", "color exaggeration", "Ultimate Comics character iconography", "Authority elements", "Ultimates references", "Millar-verse designs", "Stormwatch character motifs", "environment-lacking compositions", "static architectural representation", "uniform perspective treatment", "flat environmental lighting", "photographic elements", "digital rendering", "realistic photography"; **NO photographic elements anywhere in composition**; **NO Ultimate Comics character elements from any property**; **NO character-focused positioning that eliminates Hitch's environmental dominance**; **NO fantasy colors that remove cinematic realism**.
+  
+    **✓ Canvas Positives:** "exactly 16:9 widescreen format", "Vertex Comics original superhero", "Bryan Hitch architectural drafting precision", "60-80% environmental detail density concentration", "mathematical perspective construction with T-square accuracy", "grounded film-actor blocking poses", "environmental interaction requirements", "ultra-precise construction grid foundation (0.1mm 2H pencil)", "extreme architectural detail dominance", "maximum environmental definition priority", "ultra-dense perspective accuracy (mathematical drafting structure)", "heavy architectural texture weight concentration", "visible construction line precision impact", "realistic film-quality lighting authority", "photorealistic character rendering with environmental consistency", "dramatic environmental lighting integration", "architectural drafting precision demonstration", "environmental interaction over floating poses".
+## 7) Composition & Lighting Patterns
+  
+    **WIDESCREEN COMPOSITION REQUIREMENTS:**
+  
+    - **Masthead zone:** Top 10-15% for **bold "VERTEX COMICS"** with **cinematic typography integration**
+    - **Environmental prominence:** Central 50-60% featuring detailed architectural context in **Hitch panoramic presentation**
+    - **Character integration:** **15-40% panel space occupation** with **environmental architectural interaction**
+    - **Heroic context:** Clear cinematic heroics appropriate to **widescreen environmental entertainment**
+    - **Architectural integration:** **Mathematical precision technique** and **environmental accuracy** integrated with cover design
+  
+    **Cinematic Environment:** **Detailed architectural settings** with **urban environmental elements**, **mathematical dramatic phenomena**, **construction architectural effects**, and **realistic heroic contexts**. **Architectural precision technique** applied to **environmental rendering** following **Hitch's cinematic methodology**. **Surface Context Anchor:** Photorealistic accuracy simulation with dramatic lighting effects appropriate to cinematic comic production. **Frame/Band Anchor:** Widescreen comic cover layout - architectural framing typical of Hitch's cinematic approach. **Ratio Enforcement Anchor:** All elements composed specifically for 16:9 widescreen format with integrated architectural precision and cinematic typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+  
+    **Binary:** Allow - **Essential** to authentic cinematic comic cover format.
+  
+    **Required Typography Elements:**
+  
+    - **Masthead:** **Bold "VERTEX COMICS"** with **cinematic styling** and **widescreen integration** (closest Google Font: Eurostile or Bank Gothic)
+    - **Issue information:** "No. [X]" and "$3.99" pricing in **cinematic comic styling**
+    - **Story elements:** 1-2 **environment-themed coverlines** (e.g., "Architectural Precision!", "Cinematic Action Unleashed!")
+    - **Publisher credit:** "Vertex Comics Publications" in bold text
+  
+    **Typography Specifications:**
+  
+    - **Masthead treatment:** **Bold, architectural lettering** with **cinematic authenticity**
+    - **Cover text:** **Technical style** or closest approximation: **Eurostile, Bank Gothic, or Industry**
+    - **Color schemes:** **Realistic combinations** (urban grays, tactical blues) for **cinematic appeal**
+    - **Architectural integration:** Typography designed with **mathematical elements** for maximum environmental impact
+  
+    **Historical Accuracy:** Typography must match 2000s cinematic comic conventions with period pricing ($3.99), widescreen production values, and architectural styling appropriate to realistic superhero comics with Hitch's mathematical design influence.
+  
+    ------
+  
+    ## Additional Technical Specifications
+  
+    ### Hitch Signature Elements:
+  
+    - **Perspective Treatment:** Mathematical accuracy with documented vanishing point construction and architectural scale fidelity
+    - **Environmental Complexity:** Detailed background architecture with 50-70% of foreground character detail density
+    - **Character Scale:** Figures occupy 15-40% of panel space, emphasizing environmental context over character dominance
+    - **Lighting Integration:** Film-quality illumination with realistic shadow placement and environmental atmosphere
+    - **Detail Distribution:** Background receives equal or greater attention than foreground elements
+    - **Construction Line Foundation:** 2H pencil precision (0.1mm) for mathematical perspective accuracy
+    - **Lightbox Transfer Authority:** Thumbnail enlargement system maintaining architectural precision detail
+    - **Urban Integration:** Contemporary architectural elements, realistic building proportions, and environmental authenticity
+    - **Widescreen Ratios:** 60% of panels utilize 16:9 or wider aspect ratios for cinematic impact
+  
+    ### Technical Production Method:
+  
+    - **Phase 1:** Mathematical perspective construction with 2H pencil precision and architectural planning
+    - **Phase 2:** Lightbox transfer from thumbnail to final art board maintaining detail accuracy
+    - **Phase 3:** Environmental detail application with 50-70% background concentration
+    - **Phase 4:** Character integration at 15-40% scale proportion with environmental context
+    - **Result:** Cinematic, architecturally precise visual impact with panoramic depth and realistic dimension
+
+---
+
+# Olivier Coipel Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Gestural precision authority supersedes technical rigidity; baroque detail emphasis overrides minimalist approaches **Face-Treatment Flag:** `fine-detail-scratchy` with `heavy-crosshatch` characteristics and dramatic chiaroscuro integration **Pose Flag:** `gestural-fluid` with baroque composition priority and anatomical curve emphasis **Canvas Control Flag:** `adaptive-extend` for atmospheric composition requirements and detail showcase **Material Physics Authority:** Blue pencil construction techniques, heavy crosshatch density applications, Clip Studio Paint digital workflow with traditional foundation **Cultural/Period Authenticity:** French precision methodology, baroque detail philosophy, gestural foundation with detailed finishing **Technical Specifications:** Bold outer contour contrast, interior detail density, blue pencil construction, crosshatch anatomical following **Gestural Innovation:** Single-stroke foundation establishing fluid comic aesthetics, detail density mastery applied to superhero subjects **IP Protection:** Original character design avoiding existing Marvel/DC iconography, distinct gestural themes, alternative baroque presentation **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures, gestural artistic standards
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **gestural baroque comic art** - NO photographic elements, NO digital effects. Transform the subject into a **generic original superhero** in **Olivier Coipel's gestural precision technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female superhero; if male subject, create male superhero. **Gestural Method Authority:** Use flowing composition with detail precision technique - NO static positioning, NO gesture-lacking corrections. **IP Safeguard:** Create original superhero character with completely distinct design (avoid all Marvel/DC iconography - NO Thor elements, NO X-Men references, NO Avengers designs, NO House of M character elements), unique gestural heroic theme, alternative baroque presentation - ZERO resemblance to Coipel's established characters. **Illustration Authority:** ALL elements must follow Coipel's gestural technique - NO photographic portraits, NO digital rendering, NO static comic conventions. **Likeness (style-first):** Identity via **flowing heroic pose/baroque expression/gestural interaction**; integrate into **gestural comic medium** emphasizing **precision technique** and **detail mastery**. **Face-Treatment Flag:** `fine-detail-scratchy` **Pose Flag:** `gestural-fluid` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Coipel's gestural dynamics overrides all static comic approaches, prioritizing **flowing precision** and **baroque authenticity**. **Mode Selector:** Gestural Baroque Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (comic book cover - primary choice)
+- **3:4** (portrait alternative)
+- **4:5** (modern poster variation)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with atmospheric precision requiring gestural composition construction space
+- **Spatial Allocation:** Character prominence 60-70%, gestural flow effects 15-20%, atmospheric elements 10-15%, typography zones 10-15%
+- **Background Treatment:** Atmospheric environments that support gestural flow without detail diminishment
+- **Format Justification:** Comic cover requires flowing composition for baroque appeal with integrated gestural precision positioning
+## 3) Style Context & Material Authenticity
+
+Olivier Coipel's revolutionary gestural style (2000-present) established **baroque precision comic aesthetics** through **gestural foundation mastery** and **detail density expertise**. Production method emphasizes **blue pencil construction** with **heavy crosshatch density**, **bold contour philosophy**, and **single-stroke gestural methodology with detail finishing integration**. **Digital substrate:** **Fine-detail scratchy simulation** creating **dramatic chiaroscuro effects and gestural detail interaction**. Purpose focuses on **heroic expression through gestural authenticity** and **baroque visual storytelling** within **precision comic production**.
+
+**Hallmark motifs include:**
+
+- **Bold 3-5mm outer contours contrasting 0.5-1mm interior detail** showing **line hierarchy patterns** with **baroque gesture application**
+- **20-40 crosshatch strokes per square inch** with **anatomical curve following** in **85% of shadow compositions**
+- **Single-stroke gestural foundation** with **detailed rendering completion** creating **flowing precision interaction**
+- **Blue pencil construction visibility** with **extensive foundation work** and **80% construction line presence**
+- **Detail distribution emphasis** across **character extremities receiving 3-5x line density** with **torso area contrast**
+- **Chiaroscuro lighting integration** creating **dramatic shadow placement** and **baroque atmosphere flow**
+- **French precision methodology** with **gestural construction emphasis** and **maximum detail authenticity**
+
+**Period framing:** **2000s Marvel baroque revolution** with **gestural comic ideals** creating **flowing but heroic entertainment**.
+
+**Innovation line:** **Gestural precision mastery** / **Baroque comic detail** / **Blue pencil integration** / **Coipel's flowing expertise**.
+## 4) Technical Method & Mark-Making
+
+**Line Weight Hierarchy Authority:** **Bold outer contours (3-5mm thickness)** contrasting **interior detail lines (0.5-1mm)**, **blue pencil construction foundation** for structural accuracy and gestural planning, **crosshatch density modulation (20-40 strokes per square inch)** following anatomical curve patterns, **detail concentration hierarchy** with extremities receiving 3-5x torso line density.
+
+**Gestural Foundation Mechanics:** **Single-stroke gesture drawing visible beneath finished rendering** in 80% of figure presentations. **Flowing composition priority** with **baroque movement patterns** creating **gestural authenticity**. **Blue pencil extensive construction** enhancing gestural flow with **anatomical accuracy vectors** and **curve-following precision**.
+
+**Crosshatch Density Technique:** **20-40 strokes per square inch applications** creating **shadow depth variation**. **Anatomical curve following** with **contour-based hatching direction**. **Detail modulation** based on form emphasis. **Scratchy texture application** concentrated in shadow areas with **highlight zone preservation**.
+
+**Blue Pencil Construction Specificity:** **Extensive construction foundation** with **gestural accuracy adherence** and single-stroke planning. **Construction visibility** in 80% of original artwork areas. **Gestural transfer precision** maintaining flowing accuracy from gesture to final art. **French precision application** with extensive planning for all gestural elements.
+
+**Detail Distribution Control:** **Character extremities receive 3-5x line density compared to torso areas** with **gestural flow emphasis**. **Baroque proportions** using dramatic gesture and flowing figure references. **Gestural composition** creating **detail visual impact** while maintaining character importance.
+
+**Atmospheric Integration Physics:** **Fine-detail scratchy effects** with **gestural accuracy maintenance** and **baroque depth creation**. **Environmental complexity** requiring **individual detail precision** and **gestural accuracy** following **flowing construction patterns**.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **gestural precision showcase** and **baroque heroic presentation** emphasizing flowing detail over static poses.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Gestural Hero:** **Flowing color schemes** (royal blues/golds/whites, emerald greens/silvers/blacks, deep purples/crimsons/golds, rich oranges/browns/creams, classic reds/blues/yellows), **unique baroque symbol** (flowing emblems, gestural patterns, precision designs, detail motifs - NO Marvel/DC iconography), **detailed costume design** (intricate materials, gesture-based elements, baroque styling, flowing presentation), **heroic styling** appropriate to **gestural genre**, **detail design** with **Coipel's baroque aesthetic**; accessories maximum **1-2** detailed items.
+
+**Supporting Character Wardrobe:**
+
+- **Gestural heroes:** **Baroque detailed attire** with **flowing presentation** and **precision styling**
+- **Atmospheric figures:** **Period-appropriate clothing** with **gestural lighting emphasis**
+- **Environmental characters:** **Detailed costume design** appropriate to **baroque context**
+
+**Prop Selector**
+
+```yaml
+vertex_gestural_props:
+  baroque_elements: [flowing equipment, detailed accessories, gestural gear, precision items]
+  atmospheric_objects: [environmental integration, gestural phenomena, baroque effects, flowing accuracy]
+  heroic_demonstration: [detailed power displays, gestural interaction shows, baroque heroics, flowing abilities]
+  precision_environment: [detailed settings, gestural landscapes, baroque backgrounds, flowing contexts]
+  gestural_effects: [flowing detail, baroque elements, atmospheric phenomena, precision displays]
+  micro_details: [gestural texture emphasis, flowing detail zones, baroque focal points, precision elements]
+  exclusions:
+    - "no Marvel/DC character iconography"
+    - "no Thor specific elements"
+    - "no X-Men universe references"
+    - "no Avengers design elements"
+    - "no House of M character motifs"
+    - "no static technical equipment"
+    - "no minimal line approaches"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "minimal positioning", "flat color palettes", "simple tone dominance", "basic color schemes", "minimal approaches", "line economy", "Marvel/DC character iconography", "Thor elements", "X-Men references", "Avengers designs", "House of M character motifs", "detail-lacking compositions", "static gestural representation", "uniform line weights", "flat atmospheric lighting", "photographic elements", "digital rendering", "realistic photography"; **NO photographic elements anywhere in composition**; **NO Marvel/DC character elements from any property**; **NO minimal positioning that eliminates Coipel's detail dominance**; **NO simple approaches that remove baroque visual impact**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Olivier Coipel gestural precision", "bold 3-5mm outer contour contrast with 0.5-1mm interior detail", "20-40 crosshatch strokes per square inch density", "extensive blue pencil construction foundation", "single-stroke gestural foundation visible", "extremity detail concentration (3-5x torso density)", "maximum gestural definition priority", "ultra-dense crosshatch accuracy (anatomical curve following)", "heavy baroque texture weight concentration", "visible construction line gestural impact", "dramatic chiaroscuro lighting authority", "fine-detail scratchy rendering method", "flowing gestural composition", "dramatic atmospheric lighting integration", "gestural precision demonstration", "baroque detail over minimal approaches".
+## 7) Composition & Lighting Patterns
+
+**GESTURAL COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **baroque typography integration**
+- **Character prominence:** Central 60-70% featuring original superhero in **Coipel gestural presentation**
+- **Detail integration:** **Flowing precision technique** with **baroque atmospheric interaction**
+- **Heroic context:** Clear gestural heroics appropriate to **baroque detail entertainment**
+- **Gestural integration:** **Precision flowing technique** and **detail accuracy** integrated with cover design
+
+**Baroque Environment:** **Detailed atmospheric settings** with **gestural environmental elements**, **flowing dramatic phenomena**, **baroque atmospheric effects**, and **precision heroic contexts**. **Gestural precision technique** applied to **environmental rendering** following **Coipel's baroque methodology**. **Surface Context Anchor:** Fine-detail scratchy simulation with dramatic lighting effects appropriate to gestural comic production. **Frame/Band Anchor:** Baroque comic cover layout - gestural framing typical of Coipel's flowing approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated gestural precision and baroque typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic baroque comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **baroque styling** and **gestural integration** (closest Google Font: Trajan Pro or Optima)
+- **Issue information:** "No. [X]" and "$3.99" pricing in **baroque comic styling**
+- **Story elements:** 1-2 **detail-themed coverlines** (e.g., "Gestural Precision!", "Baroque Action Unleashed!")
+- **Publisher credit:** "Vertex Comics Publications" in bold text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, baroque lettering** with **gestural authenticity**
+- **Cover text:** **Classical style** or closest approximation: **Trajan Pro, Optima, or Copperplate**
+- **Color schemes:** **Rich combinations** (royal golds, deep purples) for **baroque appeal**
+- **Gestural integration:** Typography designed with **flowing elements** for maximum detail impact
+
+**Historical Accuracy:** Typography must match 2000s baroque comic conventions with period pricing ($3.99), gestural production values, and detail styling appropriate to flowing superhero comics with Coipel's precision design influence.
+
+------
+
+## Additional Technical Specifications
+
+### Coipel Signature Elements:
+
+- **Line Hierarchy Treatment:** Bold 3-5mm outer contours with 0.5-1mm interior detail creating 10:1 contrast ratio
+- **Crosshatch Pattern:** 20-40 strokes per square inch following anatomical muscle contour logic
+- **Blue Pencil Foundation:** Extensive construction lines visible in 80% of original artwork areas
+- **Detail Distribution:** Character extremities receive 3-5x line density compared to torso areas
+- **Gestural Foundation:** Single-stroke gesture drawing visible beneath finished rendering
+- **Chiaroscuro Integration:** Dramatic light-to-dark transitions with baroque shadow placement
+- **Anatomical Accuracy:** French precision training applied to superhero figure construction
+- **Atmospheric Detail:** Environmental elements supporting but not overwhelming character focus
+
+### Technical Production Method:
+
+- **Phase 1:** Blue pencil gesture construction with flowing foundation and anatomical planning
+- **Phase 2:** Detail clarification with second blue pencil layer for precision accuracy
+- **Phase 3:** Crosshatch application with 20-40 strokes per anatomical section
+- **Phase 4:** Bold outer contour application with 3-5mm line weight emphasis
+- **Result:** Baroque, gesturally precise visual impact with flowing depth and detailed dimension
+
+---
+
+# Declan Shalvey Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Storytelling clarity authority supersedes decorative detail; strategic line placement overrides comprehensive rendering **Face-Treatment Flag:** `minimalist-line` with `strategic-negative-space` characteristics and narrative function integration **Pose Flag:** `narrative-function` with storytelling priority and character essence emphasis **Canvas Control Flag:** `strict-reframe` for compositional focus requirements and visual clarity showcase **Material Physics Authority:** Ink wash techniques, single-take brush economy, strategic line placement methodology with maximum impact through minimal means **Cultural/Period Authenticity:** Irish storytelling precision, minimalist efficiency philosophy, narrative clarity with emotional resonance **Technical Specifications:** 60% line reduction from standard density, strategic negative space usage, single ink wash applications, storytelling-first composition **Minimalist Innovation:** Maximum impact through strategic line economy establishing efficient comic aesthetics, storytelling clarity mastery applied to superhero subjects **IP Protection:** Original character design avoiding existing Marvel/DC iconography, distinct narrative themes, alternative storytelling presentation **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures, minimalist artistic standards
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **minimalist storytelling comic art** - NO photographic elements, NO digital effects. Transform the subject into a **generic original superhero** in **Declan Shalvey's strategic minimalism technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female superhero; if male subject, create male superhero. **Minimalist Method Authority:** Use strategic line placement with narrative clarity technique - NO decorative elements, NO unnecessary detail additions. **IP Safeguard:** Create original superhero character with completely distinct design (avoid all Marvel/DC iconography - NO Moon Knight elements, NO Deadpool references, NO Batman designs, NO Marvel/DC character elements), unique narrative heroic theme, alternative storytelling presentation - ZERO resemblance to Shalvey's established characters. **Illustration Authority:** ALL elements must follow Shalvey's minimalist technique - NO photographic portraits, NO digital rendering, NO decorative comic conventions. **Likeness (style-first):** Identity via **essential heroic pose/narrative expression/storytelling gesture**; integrate into **minimalist comic medium** emphasizing **clarity technique** and **narrative mastery**. **Face-Treatment Flag:** `minimalist-line` **Pose Flag:** `narrative-function` **Canvas Control Flag:** `strict-reframe` **Style dominance:** Shalvey's minimalist dynamics overrides all decorative comic approaches, prioritizing **narrative clarity** and **storytelling authenticity**. **Mode Selector:** Strategic Minimalist Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (comic book cover - primary choice)
+- **3:4** (portrait alternative)
+- **4:5** (modern poster variation)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with strategic clarity requiring narrative composition construction space
+- **Spatial Allocation:** Character prominence 30-50%, negative space usage 40-60%, essential elements 10-20%, typography zones 10-15%
+- **Background Treatment:** Strategic environments that support narrative clarity without visual clutter
+- **Format Justification:** Comic cover requires clear composition for storytelling appeal with integrated minimalist precision positioning
+## 3) Style Context & Material Authenticity
+
+Declan Shalvey's revolutionary minimalist style (2010-present) established **strategic storytelling comic aesthetics** through **line economy mastery** and **narrative clarity expertise**. Production method emphasizes **strategic line placement** with **negative space usage**, **single ink wash philosophy**, and **storytelling-first methodology with emotional resonance integration**. **Digital substrate:** **Minimalist-line simulation** creating **strategic negative space effects and narrative clarity interaction**. Purpose focuses on **heroic expression through storytelling authenticity** and **efficient visual communication** within **minimalist comic production**.
+
+**Hallmark motifs include:**
+
+- **60% line reduction from typical comic density** showing **strategic placement patterns** with **narrative gesture application**
+- **40-60% character definition through negative space absence** with **strategic ink economy** in **75% of figure compositions**
+- **Single ink wash layers creating 5-8 distinct value gradations** with **narrative depth completion**
+- **Central figure occupies 30-50% of panel space** with **environmental context support** and **storytelling priority maintenance**
+- **Panel-to-panel flow takes precedence over individual panel beauty** across **sequential storytelling emphasis**
+- **Strategic negative space usage** creating **narrative clarity interaction** and **emotional resonance flow**
+- **Irish storytelling methodology** with **minimalist construction emphasis** and **maximum narrative authenticity**
+
+**Period framing:** **2010s narrative efficiency revolution** with **minimalist comic ideals** creating **clear but heroic entertainment**.
+
+**Innovation line:** **Strategic line economy mastery** / **Narrative clarity comics** / **Negative space integration** / **Shalvey's storytelling expertise**.
+## 4) Technical Method & Mark-Making
+
+**Line Economy Authority:** **60% reduction from typical comic line density** with **strategic placement priority** for maximum narrative impact, **single-take brush applications** for organic line quality and directional flow, **negative space definition (40-60% of character form)** through absence of ink rather than presence, **strategic line weight variation** emphasizing essential story elements only.
+
+**Negative Space Definition Mechanics:** **40-60% of character definition achieved through absence of ink** rather than comprehensive rendering. **Strategic clarity priority** with **minimalist movement patterns** creating **narrative authenticity**. **Essential element emphasis** enhancing storytelling flow with **economical mark-making vectors** and **purposeful line placement**.
+
+**Single Ink Wash Technique:** **Single ink wash layer applications** creating **5-8 distinct value gradations** without overworking. **Storytelling-based wash placement** with **narrative shadow logic**. **Wash economy** based on emotional emphasis. **Strategic wash application** concentrated in story-critical areas with **highlight preservation for focus**.
+
+**Strategic Placement Specificity:** **Essential story elements only** with **narrative curve adherence** and storytelling planning. **Line reduction specification: 60% below standard comic density** maintaining visual clarity. **Strategic placement precision** for maximum storytelling impact from minimal means. **Irish efficiency application** with extensive planning for minimal execution.
+
+**Composition Focus Control:** **Central figure occupies 30-50% of panel space maximum** with **environmental context supporting narrative at 20-30%**. **Strategic proportions** using essential story elements and character importance references. **Minimalist composition** creating **narrative visual clarity** while maintaining dramatic impact.
+
+**Emotional Resonance Physics:** **Strategic storytelling effects** with **narrative clarity maintenance** and **emotional depth creation**. **Essential complexity** requiring **individual story element precision** and **narrative accuracy** following **minimalist construction patterns**.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **strategic minimalism showcase** and **narrative heroic presentation** emphasizing storytelling clarity over decorative detail.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Minimalist Hero:** **Essential color schemes** (tactical blacks/grays/whites, urban blues/charcoals/silvers, classic reds/navies/whites, earth tones/browns/tans, monochromatic schemes), **unique narrative symbol** (essential emblems, storytelling patterns, clarity designs, narrative motifs - NO Marvel/DC iconography), **functional costume design** (story-essential materials, narrative-based elements, minimalist styling, clear presentation), **heroic styling** appropriate to **narrative genre**, **essential design** with **Shalvey's storytelling aesthetic**; accessories maximum **1-2** story-essential items.
+
+**Supporting Character Wardrobe:**
+
+- **Narrative heroes:** **Story-essential attire** with **minimalist presentation** and **clarity styling**
+- **Environmental figures:** **Functionally appropriate clothing** with **strategic lighting emphasis**
+- **Background characters:** **Essential costume design** appropriate to **narrative context**
+
+**Prop Selector**
+
+```yaml
+vertex_minimalist_props:
+  narrative_elements: [story equipment, essential accessories, functional gear, clarity items]
+  environmental_objects: [strategic integration, narrative phenomena, storytelling effects, essential accuracy]
+  heroic_demonstration: [essential power displays, narrative interaction shows, storytelling heroics, clear abilities]
+  clarity_environment: [strategic settings, narrative landscapes, minimal backgrounds, storytelling contexts]
+  minimalist_effects: [essential detail, storytelling elements, atmospheric clarity, narrative displays]
+  micro_details: [strategic texture emphasis, narrative detail zones, storytelling focal points, essential elements]
+  exclusions:
+    - "no Marvel/DC character iconography"
+    - "no Moon Knight specific elements"
+    - "no Deadpool universe references"
+    - "no Batman design elements"
+    - "no decorative technical equipment"
+    - "no excessive line approaches"
+    - "no ornamental details"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "decorative positioning", "complex color palettes", "ornate tone dominance", "detailed color schemes", "comprehensive approaches", "line excess", "Marvel/DC character iconography", "Moon Knight elements", "Deadpool references", "Batman designs", "decorative character motifs", "detail-heavy compositions", "ornamental line representation", "excessive line weights", "decorative atmospheric elements", "photographic elements", "digital rendering", "realistic photography"; **NO photographic elements anywhere in composition**; **NO Marvel/DC character elements from any property**; **NO decorative positioning that eliminates Shalvey's narrative dominance**; **NO complex approaches that remove storytelling visual impact**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Declan Shalvey strategic minimalism", "60% line reduction from typical comic density", "40-60% character definition through negative space absence", "single ink wash layer creating 5-8 value gradations", "strategic line placement for narrative priority", "graphic element; shape or icon representing the cover", "maximum narrative definition priority", "ultra-strategic line economy (essential elements only)", "heavy negative space weight concentration", "visible strategic placement storytelling impact", "essential narrative lighting authority", "minimalist-line rendering method", "strategic storytelling composition", "narrative atmospheric clarity integration", "storytelling precision demonstration", "narrative clarity over decorative detail", "happy accidents embracement from printmaking", "gut feeling risk-taking over controlled perfection", "cityscape character and atmosphere emphasis", "simplicity in covers with graphic elements".
+## 7) Composition & Lighting Patterns
+
+**MINIMALIST COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **clarity typography integration**
+- **Character prominence:** Central 30-50% featuring original superhero in **Shalvey strategic presentation**
+- **Negative space integration:** **Strategic minimalism technique** with **narrative atmospheric interaction**
+- **Heroic context:** Clear storytelling heroics appropriate to **narrative clarity entertainment**
+- **Minimalist integration:** **Strategic storytelling technique** and **narrative accuracy** integrated with cover design
+
+**Strategic Environment:** **Essential atmospheric settings** with **narrative environmental elements**, **strategic dramatic phenomena**, **minimalist atmospheric effects**, and **storytelling heroic contexts**. **Strategic minimalism technique** applied to **environmental rendering** following **Shalvey's narrative methodology**. **Surface Context Anchor:** Minimalist-line simulation with strategic lighting effects appropriate to storytelling comic production. **Frame/Band Anchor:** Minimalist comic cover layout - strategic framing typical of Shalvey's clarity approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated strategic minimalism and narrative typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic minimalist comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **clarity styling** and **strategic integration** (closest Google Font: Helvetica or Franklin Gothic)
+- **Issue information:** "No. [X]" and "$3.99" pricing in **minimalist comic styling**
+- **Story elements:** 1-2 **narrative-themed coverlines** (e.g., "Strategic Clarity!", "Narrative Action Unleashed!")
+- **Publisher credit:** "Vertex Comics Publications" in bold text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, clear lettering** with **narrative authenticity**
+- **Cover text:** **Functional style** or closest approximation: **Helvetica, Franklin Gothic, or Trade Gothic**
+- **Color schemes:** **Essential combinations** (strategic blacks, narrative whites) for **clarity appeal**
+- **Strategic integration:** Typography designed with **minimalist elements** for maximum narrative impact
+
+**Historical Accuracy:** Typography must match 2010s minimalist comic conventions with period pricing ($3.99), strategic production values, and clarity styling appropriate to narrative superhero comics with Shalvey's storytelling design influence.
+
+------
+
+## Additional Technical Specifications
+
+### Shalvey Signature Elements:
+
+- **Line Economy Treatment:** 60% reduction from standard comic density with strategic placement for maximum narrative impact
+- **Negative Space Definition:** 40-60% of character form defined through absence of ink rather than comprehensive rendering
+- **Single Wash Application:** One ink wash layer creating 5-8 distinct value gradations without overworking
+- **Compositional Focus:** Central figure occupies 30-50% of space with environmental context supporting narrative
+- **Storytelling Priority:** Panel-to-panel flow and narrative clarity take precedence over individual panel decoration
+- **Strategic Lighting:** Essential shadow placement supporting story beats rather than comprehensive modeling
+- **Functional Design:** Every line serves narrative purpose with no decorative elements
+- **Emotional Resonance:** Minimal means achieving maximum emotional impact through strategic choices
+
+### Technical Production Method:
+
+- **Phase 1:** Strategic narrative planning with essential element identification and storytelling requirements
+- **Phase 2:** Line economy application with 60% reduction from standard comic density
+- **Phase 3:** Single ink wash layer for 5-8 value gradations supporting story focus
+- **Phase 4:** Negative space integration with 40-60% character definition through absence
+- **Result:** Strategic, narratively precise visual impact with storytelling depth and efficient communication
+
+---
+
+# Jorge Jiménez Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Dynamic energy authority supersedes anatomical precision; manga-influenced storytelling overrides traditional comic conventions **Face-Treatment Flag:** `digital-brush-variety` with `manga-influence` characteristics and shonen storytelling integration **Pose Flag:** `kinetic-energy` with extreme dynamism priority and "great actors in a movie" performance emphasis **Canvas Control Flag:** `adaptive-extend` for motion emphasis requirements and energy showcase **Material Physics Authority:** Clip Studio Paint digital brushes, Wacom pen tablet workflow, flat brush texturing with 8-12 different brush types per finished piece **Cultural/Period Authenticity:** Spanish-American comic fusion, manga-anime influences integrated with DC house style, digital-first production methodology **Technical Specifications:** 2-5mm intentional line jitter variation, 30-40% flat brush shadow rendering, extreme anatomical exaggeration in action, silhouette clarity with internal texture chaos **Digital-Manga Innovation:** American-Japanese fusion establishing dynamic comic aesthetics, performance-based character acting applied to superhero subjects **IP Protection:** Original character design avoiding existing DC iconography, distinct dynamic themes, alternative energy presentation **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures, kinetic artistic standards
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **dynamic manga-influenced comic art** - NO photographic elements, NO digital effects. Transform the subject into a **generic original superhero** in **Jorge Jiménez's kinetic fusion technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female superhero; if male subject, create male superhero. **Kinetic Method Authority:** Use extreme dynamic energy with performance-based technique - NO static positioning, NO energy-lacking corrections. **IP Safeguard:** Create original superhero character with completely distinct design (avoid all DC/Marvel iconography - NO Superman elements, NO Batman references, NO Justice League designs, NO DC character elements), unique kinetic heroic theme, alternative dynamic presentation - ZERO resemblance to Jiménez's established characters. **Illustration Authority:** ALL elements must follow Jiménez's manga-fusion technique - NO photographic portraits, NO digital rendering, NO static comic conventions. **Likeness (style-first):** Identity via **kinetic heroic pose/performance expression/dynamic gesture**; integrate into **manga-fusion comic medium** emphasizing **energy technique** and **performance mastery**. **Face-Treatment Flag:** `digital-brush-variety` **Pose Flag:** `kinetic-energy` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Jiménez's kinetic dynamics overrides all static comic approaches, prioritizing **energy flow** and **performance authenticity**. **Mode Selector:** Kinetic Manga-Fusion Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (comic book cover - primary choice)
+- **3:4** (portrait alternative)
+- **4:5** (modern poster variation)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with kinetic energy requiring dynamic composition construction space
+- **Spatial Allocation:** Character prominence 60-70%, kinetic energy effects 20-25%, atmospheric elements 10-15%, typography zones 10-15%
+- **Background Treatment:** Dynamic environments that support energy flow without motion diminishment
+- **Format Justification:** Comic cover requires flowing composition for kinetic appeal with integrated dynamic precision positioning
+## 3) Style Context & Material Authenticity
+
+Jorge Jiménez's revolutionary kinetic style (2010-present) established **manga-fusion comic aesthetics** through **performance-based character acting** and **dynamic energy expertise**. Production method emphasizes **digital brush variety** with **intentional line jitter**, **flat brush philosophy**, and **extreme anatomical exaggeration methodology with kinetic integration**. **Digital substrate:** **Digital-brush-variety simulation** creating **manga-influence effects and performance-based interaction**. Purpose focuses on **heroic expression through kinetic authenticity** and **performance visual storytelling** within **dynamic comic production**.
+
+**Hallmark motifs include:**
+
+- **8-12 different digital brush types per finished piece** showing **tool variety patterns** with **manga storytelling application**
+- **2-5mm intentional line jitter variation** with **organic appearance creation** in **90% of line compositions**
+- **30-40% shadow rendering via flat digital brushes** with **non-traditional line approach** creating **kinetic texture interaction**
+- **Clean external contours with 90% internal texture chaos** with **silhouette clarity maintenance** and **energy emphasis**
+- **150-200% anatomical exaggeration in action sequences** across **extreme dynamic storytelling**
+- **Performance-based character acting** creating **"great actors in a movie" interaction** and **emotional clarity flow**
+- **Spanish-American manga fusion methodology** with **digital-first construction emphasis** and **maximum kinetic authenticity**
+
+**Period framing:** **2010s digital manga-fusion revolution** with **kinetic comic ideals** creating **dynamic but heroic entertainment**.
+
+**Innovation line:** **Manga-fusion mastery** / **Performance-based comics** / **Digital brush integration** / **Jiménez's kinetic expertise**.
+## 4) Technical Method & Mark-Making
+
+**Digital Brush Variety Authority:** **8-12 different digital brush types per finished piece** with **tool diversity for organic texture creation**, **Clip Studio Paint workflow optimization** for speed and efficiency, **flat brush shadow rendering (30-40% of shadows)** replacing traditional line work, **intentional 2-5mm line jitter variation** for organic appearance over digital precision.
+
+**Kinetic Energy Mechanics:** **150-200% anatomical exaggeration in action sequences** beyond natural proportions for dynamic impact. **Extreme dynamic priority** with **manga-influenced movement patterns** creating **shonen storytelling energy**. **Performance-based character emphasis** enhancing energy flow with **"great actors in a movie" character vectors** and **emotional clarity positioning**.
+
+**Manga-Fusion Integration Technique:** **American comic visual language combined with Japanese storytelling techniques** without becoming too radical. **Shonen manga dynamic storytelling** with **anime design elements integration**. **Seamless fusion methodology** maintaining DC house style while incorporating manga influences. **Character performance priority** over static superhero posing.
+
+**Line Quality Specificity:** **Intentional 2-5mm jitter variation** with **organic appearance adherence** and performance-based flow. **Clean external contours with 90% internal texture chaos** maintaining readability. **Digital precision rejection** in favor of natural line variation. **Flat brush integration** concentrated in shadow areas with **traditional line work contrast**.
+
+**Silhouette Clarity Control:** **Clean external contours maintaining character readability** while **internal areas feature 90% texture chaos**. **Dynamic proportions** using extreme exaggeration for kinetic impact. **Performance composition** creating **character acting visual clarity** while maintaining dramatic energy.
+
+**Digital Workflow Physics:** **Direct inking without initial sketch refinement** for time efficiency and natural flow. **Photo reference integration** for environmental and anatomical accuracy. **3D model usage** for architectural backgrounds and structural support. **Clip Studio Paint tool optimization** following **manga production patterns**.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **kinetic energy showcase** and **performance-based heroic presentation** emphasizing dynamic flow over static poses.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Kinetic Hero:** **Dynamic color schemes** (electric blues/reds/yellows, vibrant greens/oranges/purples, cosmic silvers/blues/whites, energy golds/crimsons/blacks, manga-inspired palettes), **unique energy symbol** (kinetic emblems, dynamic patterns, performance designs, energy motifs - NO DC/Marvel iconography), **performance-based costume design** (movement-friendly materials, energy-infused elements, kinetic styling, dynamic presentation), **heroic styling** appropriate to **performance genre**, **energy design** with **Jiménez's manga-fusion aesthetic**; accessories maximum **1-2** kinetic items.
+
+**Supporting Character Wardrobe:**
+
+- **Performance heroes:** **Dynamic manga-influenced attire** with **kinetic presentation** and **energy styling**
+- **Atmospheric figures:** **Movement-appropriate clothing** with **performance lighting emphasis**
+- **Environmental characters:** **Energy costume design** appropriate to **dynamic context**
+
+**Prop Selector**
+
+```yaml
+vertex_kinetic_props:
+  dynamic_elements: [energy equipment, kinetic accessories, performance gear, manga-style items]
+  atmospheric_objects: [energy integration, dynamic phenomena, kinetic effects, performance accuracy]
+  heroic_demonstration: [energy power displays, kinetic interaction shows, performance heroics, dynamic abilities]
+  energy_environment: [dynamic settings, kinetic landscapes, performance backgrounds, energy contexts]
+  manga_effects: [kinetic energy, dynamic elements, atmospheric phenomena, performance displays]
+  micro_details: [energy texture emphasis, kinetic detail zones, dynamic focal points, performance elements]
+  exclusions:
+    - "no DC/Marvel character iconography"
+    - "no Superman specific elements"
+    - "no Batman universe references"
+    - "no Justice League design elements"
+    - "no static technical equipment"
+    - "no traditional comic approaches"
+    - "no stiff positioning"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "static positioning", "traditional color palettes", "stiff tone dominance", "conventional color schemes", "rigid approaches", "line precision", "DC/Marvel character iconography", "Superman elements", "Batman references", "Justice League designs", "static character motifs", "energy-lacking compositions", "rigid manga representation", "uniform line weights", "static atmospheric elements", "photographic elements", "digital rendering", "realistic photography"; **NO photographic elements anywhere in composition**; **NO DC/Marvel character elements from any property**; **NO static positioning that eliminates Jiménez's kinetic dominance**; **NO rigid approaches that remove dynamic visual impact**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Jorge Jiménez kinetic fusion", "8-12 different digital brush types per piece", "2-5mm intentional line jitter variation for organic appearance", "30-40% flat brush shadow rendering vs traditional lines", "clean external contours with 90% internal texture chaos", "150-200% anatomical exaggeration in action sequences", "maximum kinetic definition priority", "ultra-dynamic energy economy (performance elements only)", "heavy manga-fusion weight concentration", "visible performance-based storytelling impact", "essential energy lighting authority", "digital-brush-variety rendering method", "kinetic storytelling composition", "performance atmospheric energy integration", "manga-fusion precision demonstration", "kinetic energy over static detail", "performance-based character acting", "shonen manga dynamic storytelling techniques", "seamless American-Japanese visual fusion".
+## 7) Composition & Lighting Patterns
+
+**KINETIC COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **dynamic typography integration**
+- **Character prominence:** Central 60-70% featuring original superhero in **Jiménez kinetic presentation**
+- **Energy integration:** **Dynamic manga-fusion technique** with **performance atmospheric interaction**
+- **Heroic context:** Clear kinetic heroics appropriate to **dynamic energy entertainment**
+- **Manga integration:** **Performance storytelling technique** and **energy accuracy** integrated with cover design
+
+**Kinetic Environment:** **Dynamic atmospheric settings** with **manga-influenced environmental elements**, **performance dramatic phenomena**, **kinetic atmospheric effects**, and **energy heroic contexts**. **Kinetic manga-fusion technique** applied to **environmental rendering** following **Jiménez's performance methodology**. **Surface Context Anchor:** Digital-brush-variety simulation with dynamic lighting effects appropriate to kinetic comic production. **Frame/Band Anchor:** Kinetic comic cover layout - performance framing typical of Jiménez's energy approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated kinetic fusion and dynamic typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic kinetic comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **dynamic styling** and **kinetic integration** (closest Google Font: Impact or Bebas Neue)
+- **Issue information:** "No. [X]" and "$3.99" pricing in **kinetic comic styling**
+- **Story elements:** 1-2 **energy-themed coverlines** (e.g., "Kinetic Fusion!", "Dynamic Action Unleashed!")
+- **Publisher credit:** "Vertex Comics Publications" in bold text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, energetic lettering** with **kinetic authenticity**
+- **Cover text:** **Dynamic style** or closest approximation: **Impact, Bebas Neue, or Anton**
+- **Color schemes:** **Vibrant combinations** (electric blues, manga reds) for **kinetic appeal**
+- **Dynamic integration:** Typography designed with **energy elements** for maximum kinetic impact
+
+**Historical Accuracy:** Typography must match 2010s kinetic comic conventions with period pricing ($3.99), dynamic production values, and energy styling appropriate to performance superhero comics with Jiménez's manga-fusion design influence.
+
+------
+
+## Additional Technical Specifications
+
+### Jiménez Signature Elements:
+
+- **Digital Brush Mastery:** 8-12 different brush types per artwork with tool variety for organic texture creation
+- **Intentional Line Variation:** 2-5mm jitter for organic appearance over digital precision, rejecting clean digital lines
+- **Flat Brush Integration:** 30-40% of shadow rendering through flat brushes rather than traditional line work
+- **Silhouette Management:** Clean external contours maintaining readability while internal areas feature texture chaos
+- **Performance Priority:** Character acting taking precedence over static superhero posing
+- **Anatomical Exaggeration:** 150-200% extension beyond natural proportions in action sequences
+- **Manga Storytelling:** Shonen dynamic techniques seamlessly integrated with American visual language
+- **Digital Efficiency:** Direct inking without refined sketches, photo reference integration, 3D model usage
+
+### Technical Production Method:
+
+- **Phase 1:** Performance-based character planning with "great actors in a movie" approach and kinetic requirements
+- **Phase 2:** Digital brush variety application with 8-12 tool types for organic texture creation
+- **Phase 3:** Intentional line jitter integration with 2-5mm variation for natural appearance
+- **Phase 4:** Flat brush shadow rendering with 30-40% non-traditional line replacement
+- **Result:** Kinetic, performance-based visual impact with manga-fusion depth and dynamic dimension
+
+---
+
+# Peach Momoko Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Watercolor fluidity authority supersedes linear precision; bishōjo aesthetic integration overrides traditional comic conventions **Face-Treatment Flag:** `watercolor-soft` with `bishojo-aesthetic` characteristics and Japanese folklore integration **Pose Flag:** `cultural-traditional` with Japanese folktale influence and adolescent struggle emphasis **Canvas Control Flag:** `format-native` for painterly composition requirements and paper texture showcase **Material Physics Authority:** Traditional watercolor and ink applications, paper tooth interaction visibility, porcelain brush holder precision, 4-page batch processing for color consistency **Cultural/Period Authenticity:** Japanese subculture influences, Studio Ghibli inspiration integration, Momoko-verse folktale methodology with horror-beauty balance **Technical Specifications:** 3-4 watercolor layer applications, 70% paper texture visibility, natural bristle brush marks, 30-50% unpainted paper white definition **Japanese Horror-Beauty Innovation:** Cute/grotesque juxtaposition establishing unique comic aesthetics, adolescent struggle storytelling applied to superhero subjects **IP Protection:** Original character design avoiding existing Marvel iconography, distinct folktale themes, alternative Japanese presentation **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures, watercolor artistic standards
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **Japanese watercolor folklore comic art** - NO photographic elements, NO digital effects. Transform the subject into a **generic original superhero** in **Peach Momoko's watercolor-manga technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female superhero; if male subject, create male superhero. **Watercolor Method Authority:** Use flowing painterly composition with cultural authenticity technique - NO linear rigidity, NO texture-lacking corrections. **IP Safeguard:** Create original superhero character with completely distinct design (avoid all Marvel iconography - NO X-Men elements, NO Demon Days references, NO Ultimate designs, NO Marvel character elements), unique Japanese-inspired heroic theme, alternative folklore presentation - ZERO resemblance to Momoko's established characters. **Illustration Authority:** ALL elements must follow Momoko's watercolor technique - NO photographic portraits, NO digital rendering, NO linear comic conventions. **Likeness (style-first):** Identity via **flowing heroic pose/cultural expression/folktale gesture**; integrate into **watercolor comic medium** emphasizing **fluidity technique** and **cultural mastery**. **Face-Treatment Flag:** `watercolor-soft` **Pose Flag:** `cultural-traditional` **Canvas Control Flag:** `format-native` **Style dominance:** Momoko's watercolor dynamics overrides all linear comic approaches, prioritizing **painterly flow** and **cultural authenticity**. **Mode Selector:** Japanese Watercolor Folklore Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (comic book cover - primary choice)
+- **3:4** (portrait alternative)
+- **4:5** (modern poster variation)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** format-native with watercolor fluidity requiring painterly composition construction space
+- **Spatial Allocation:** Character prominence 40-60%, negative space usage 30-50%, cultural elements 15-20%, typography zones 10-15%
+- **Background Treatment:** Flowing environments that support watercolor technique without paint diminishment
+- **Format Justification:** Comic cover requires organic composition for cultural appeal with integrated Japanese precision positioning
+## 3) Style Context & Material Authenticity
+
+Peach Momoko's revolutionary watercolor style (2019-present) established **Japanese folklore comic aesthetics** through **bishōjo-horror balance** and **adolescent struggle expertise**. Production method emphasizes **traditional watercolor applications** with **paper texture visibility**, **cultural authenticity philosophy**, and **character-driven storytelling methodology with folktale integration**. **Watercolor substrate:** **Watercolor-soft simulation** creating **bishojo-aesthetic effects and cultural storytelling interaction**. Purpose focuses on **heroic expression through cultural authenticity** and **adolescent visual storytelling** within **Japanese watercolor production**.
+
+**Hallmark motifs include:**
+
+- **3-4 watercolor layer applications** showing **paint buildup patterns** with **70% paper texture visibility application**
+- **30-50% unpainted paper white definition** with **strategic negative space usage** in **80% of figure compositions**
+- **Natural bristle brush mark visibility** with **50-60% surface texture indication** creating **organic paint interaction**
+- **4-page batch processing for color consistency** with **armor and main color maintenance** across **sequential storytelling**
+- **Japanese folktale motif integration** across **traditional aesthetic elements** with **80% cultural authenticity**
+- **Horror-beauty balance juxtaposition** creating **cute/grotesque interaction** and **adolescent struggle flow**
+- **Studio Ghibli influence methodology** with **subculture construction emphasis** and **maximum cultural authenticity**
+
+**Period framing:** **2020s Japanese watercolor revolution** with **folklore comic ideals** creating **cultural but heroic entertainment**.
+
+**Innovation line:** **Watercolor folklore mastery** / **Bishōjo-horror comics** / **Cultural authenticity integration** / **Momoko's painterly expertise**.
+## 4) Technical Method & Mark-Making
+
+**Watercolor Application Authority:** **3-4 watercolor layer applications** with **70% paper texture visibility** throughout finished artwork, **natural bristle brush mark visibility (50-60% of painted areas)** for authentic medium characteristics, **4-page batch processing method** for color consistency across sequential work, **paper tooth interaction** showing authentic watercolor absorption patterns.
+
+**Cultural Authenticity Mechanics:** **Traditional Japanese folktale motif integration** in 80% of visual elements. **Studio Ghibli influence application** with **subculture media inspiration** creating **cultural storytelling energy**. **Bishōjo aesthetic emphasis** enhancing cultural flow with **adolescent struggle vectors** and **horror-beauty balance positioning**.
+
+**Paper Interaction Technique:** **70% paper texture visibility** creating **authentic watercolor effects** without digital simulation. **30-50% unpainted paper white definition** with **strategic negative space application**. **Natural absorption patterns** based on traditional technique. **Paper tooth interaction** concentrated in painted areas with **white space contrast preservation**.
+
+**Brush Technique Specificity:** **Natural bristle brush marks** with **organic paint adherence** and cultural authenticity. **Traditional brush application** following Japanese painting methodology. **Porcelain brush holder precision** for authentic tool usage. **Single brush application** concentrated in detail areas with **flowing paint zone integration**.
+
+**Color Consistency Control:** **4-page batch processing method** with **main color maintenance (especially armor elements)**. **Traditional watercolor pigments** using cultural color choices and folktale references. **Organic composition** creating **cultural visual impact** while maintaining character importance.
+
+**Cultural Integration Physics:** **Japanese folktale motif effects** with **traditional authenticity maintenance** and **cultural depth creation**. **Adolescent struggle complexity** requiring **individual character precision** and **cultural accuracy** following **traditional construction patterns**.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **watercolor texture showcase** and **cultural heroic presentation** emphasizing painterly flow over linear precision.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Superhero Hero:** **Superhero color schemes** (primary blues/reds/golds, cosmic silvers/purples/blues, classic reds/navies/whites, tactical blacks/grays/blues, energy greens/yellows/whites), **unique superhero symbol** (heroic emblems, power-based patterns, functional designs, energy motifs - NO Marvel iconography), **superhero costume design with folklore accents** (functional materials with cultural detail integration, power-based elements with traditional motif accents, superhero styling with folklore texture, modern presentation with cultural pattern details), **heroic styling** appropriate to **superhero genre**, **functional design** with **Momoko's psychological watercolor aesthetic**; folklore accents maximum **20-30% of design elements**.
+
+**Supporting Character Wardrobe:**
+
+- **Cultural heroes:** **Traditional Japanese attire** with **watercolor presentation** and **folklore styling**
+- **Atmospheric figures:** **Period-appropriate clothing** with **cultural lighting emphasis**
+- **Environmental characters:** **Folktale costume design** appropriate to **traditional context**
+
+**Prop Selector**
+
+```yaml
+vertex_cultural_props:
+  folktale_elements: [traditional equipment, cultural accessories, folklore gear, nature items]
+  atmospheric_objects: [cultural integration, traditional phenomena, folklore effects, authenticity accuracy]
+  heroic_demonstration: [cultural power displays, traditional interaction shows, folklore heroics, nature abilities]
+  traditional_environment: [cultural settings, folktale landscapes, traditional backgrounds, authentic contexts]
+  watercolor_effects: [paint texture, cultural elements, atmospheric phenomena, traditional displays]
+  micro_details: [cultural texture emphasis, folktale detail zones, traditional focal points, authentic elements]
+  exclusions:
+    - "no Marvel character iconography"
+    - "no X-Men specific elements"
+    - "no Demon Days universe references"
+    - "no Ultimate design elements"
+    - "no modern technical equipment"
+    - "no linear comic approaches"
+    - "no digital simulation"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "linear positioning", "digital color palettes", "technical tone dominance", "synthetic color schemes", "rigid approaches", "line precision", "Marvel character iconography", "X-Men elements", "Demon Days references", "Ultimate designs", "linear character motifs", "texture-lacking compositions", "digital watercolor representation", "uniform paint application", "synthetic atmospheric elements", "photographic elements", "digital rendering", "realistic photography"; **NO photographic elements anywhere in composition**; **NO Marvel character elements from any property**; **NO linear positioning that eliminates Momoko's watercolor dominance**; **NO digital approaches that remove cultural visual impact**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Peach Momoko watercolor folklore", "3-4 watercolor layer applications with 70% paper texture visibility", "30-50% unpainted paper white definition through strategic absence", "natural bristle brush marks visible in 50-60% of painted areas", "4-page batch processing method for color consistency", "traditional Japanese folktale motif integration in 80% of elements", "maximum cultural definition priority", "ultra-traditional paint economy (authentic watercolor only)", "heavy paper texture weight concentration", "visible traditional painting storytelling impact", "essential cultural lighting authority", "watercolor-soft rendering method", "cultural storytelling composition", "traditional atmospheric cultural integration", "folklore precision demonstration", "cultural authenticity over digital simulation", "bishōjo-horror balance juxtaposition", "adolescent struggle storytelling focus", "Studio Ghibli influence integration", "Japanese subculture media inspiration".
+## 7) Composition & Lighting Patterns
+
+**WATERCOLOR COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **cultural typography integration**
+- **Character prominence:** Central 40-60% featuring original superhero in **Momoko watercolor presentation**
+- **Cultural integration:** **Traditional folklore technique** with **paper texture atmospheric interaction**
+- **Heroic context:** Clear cultural heroics appropriate to **traditional folklore entertainment**
+- **Watercolor integration:** **Painterly storytelling technique** and **cultural accuracy** integrated with cover design
+
+**Cultural Environment:** **Traditional atmospheric settings** with **Japanese folktale environmental elements**, **cultural dramatic phenomena**, **watercolor atmospheric effects**, and **folklore heroic contexts**. **Traditional watercolor technique** applied to **environmental rendering** following **Momoko's cultural methodology**. **Surface Context Anchor:** Watercolor-soft simulation with traditional lighting effects appropriate to cultural comic production. **Frame/Band Anchor:** Cultural comic cover layout - traditional framing typical of Momoko's watercolor approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated cultural authenticity and traditional typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic cultural comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **cultural styling** and **traditional integration** (closest Google Font: Noto Sans JP or Source Sans Pro)
+- **Issue information:** "No. [X]" and "$3.99" pricing in **cultural comic styling**
+- **Story elements:** 1-2 **folklore-themed coverlines** (e.g., "Cultural Authenticity!", "Watercolor Action Unleashed!")
+- **Publisher credit:** "Vertex Comics Publications" in bold text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, cultural lettering** with **traditional authenticity**
+- **Cover text:** **Japanese-influenced style** or closest approximation: **Noto Sans JP, Source Sans Pro, or Hiragino Sans**
+- **Color schemes:** **Traditional combinations** (cultural reds, folklore whites) for **authentic appeal**
+- **Cultural integration:** Typography designed with **traditional elements** for maximum cultural impact
+
+**Historical Accuracy:** Typography must match 2020s cultural comic conventions with period pricing ($3.99), traditional production values, and cultural styling appropriate to folklore superhero comics with Momoko's Japanese design influence.
+
+------
+
+## Additional Technical Specifications
+
+### Momoko Signature Elements:
+
+- **Watercolor Authenticity:** 3-4 traditional paint applications with visible paper texture in 70% of surface area
+- **Paper Interaction:** Natural absorption patterns showing authentic medium characteristics rather than digital simulation
+- **Brush Texture Visibility:** Natural bristle marks in 50-60% of painted areas with organic paint flow
+- **Color Consistency Method:** 4-page batch processing for maintaining color harmony across sequential work
+- **Cultural Integration:** Traditional Japanese folktale motifs in 80% of visual elements with authentic cultural references
+- **Horror-Beauty Balance:** Cute/grotesque juxtaposition through elegant watercolor technique creating unique visual tension
+- **Negative Space Authority:** 30-50% of composition defined by unpainted paper white with strategic placement
+- **Adolescent Focus:** Character-driven storytelling emphasizing "struggle of adolescent teenager's mutant power waking up"
+
+### Technical Production Method:
+
+- **Phase 1:** Character-driven planning with "characters tell Peach what they want to do" approach and cultural requirements
+- **Phase 2:** Traditional watercolor application with 3-4 layer buildup maintaining paper texture visibility
+- **Phase 3:** Natural bristle brush texture integration with 50-60% mark visibility for authentic characteristics
+- **Phase 4:** Strategic negative space preservation with 30-50% unpainted paper white definition
+- **Result:** Cultural, watercolor-authentic visual impact with folklore depth and traditional Japanese dimension
+
+---
+
+# Russell Dauterman Style
+
+## 🔧 Russell Dauterman Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Fashion precision over anatomical approximation **Face-Treatment Flag:** `digital-precision` with `costume-technical` detailing **Pose Flag:** `heroic-elegant` with fashion illustration influence **Canvas Control Flag:** `strict-reframe` for character showcase priority **Material Physics Authority:** Digital Photoshop workflow, fashion illustration training background, precise line quality control **Costume Design Authority:** UCLA costume design graduate training applied to superhero aesthetics
+
+### Direct Artwork Analysis - Russell Dauterman
+
+Fashion precision measurements from Thor and X-Men works:
+
+- **Line Quality:** Consistent 0.2-0.5mm digital brush strokes, no variation beyond intentional emphasis
+- **Costume Detail Accuracy:** Technical specification sheets for every design element, material notation precision
+- **Fashion Proportion System:** 9-head figure standard with elongated limbs, fashion illustration methodology
+- **Digital Layer Management:** 15-25 separate layers per character for costume component isolation
+- **Color Harmony Protocol:** Limited palette with mathematical color relationships, no arbitrary color choices
+
+------
+
+## 📋 Russell Dauterman Framework Integration Template
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Redraw in **Russell Dauterman fashion-precise superhero methodology** for **modern comic cover specification**.
+- Identity via silhouette/gesture/expression.
+- **IP Safeguard Declaration:** Create original Vertex Comics character designs avoiding copyrighted costume elements appropriate to fashion-influenced superhero style.
+- Declare **Face-Treatment Flag:** `digital-precision`
+- Declare **Pose Flag:** `heroic-elegant`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Fashion illustration precision supersedes generic comic book approach.
+- **Mode Selector:** cover
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `2:3` (poster/magazine cover format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely for character showcase
+- **Spatial Allocation:** Central character placement with 70% figure dominance
+- **Background Treatment:** Gradient atmospheric with costume detail priority
+- **Format Justification:** 2:3 ratio serves fashion illustration vertical emphasis with comic cover hierarchy
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** UCLA costume design training, fashion illustration, J.C. Leyendecker, Bruce Timm, high-fashion couture references
+- **Medium/Production method:** Digital Photoshop workflow with Cintiq precision, fashion technical drawing methodology with comic book adaptation
+- **Thematic purpose:** Superhero characters elevated through high-fashion aesthetic sensibility and technical costume precision
+- **3-5 hallmark motifs:**
+  - 9-head fashion proportion system (150% standard comic elongation)
+  - Mathematical color harmony relationships with triadic/complementary schemes
+  - Technical costume notation with material specifications (matte black bodysuit, metallic headpiece, sheer layered fabric)
+  - 15-25 digital layer component isolation per character
+  - 0.2-0.5mm consistent line weight precision
+- **Period framing:** Contemporary digital comic production (2015-present) with fashion industry cross-pollination
+- **Tone Tag:** Elegant-heroic with fashion sophistication
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Line Quality Anchor:** 0.2-0.5mm digital brush consistency across all line work, no weight variation beyond intentional emphasis points
+- **Fashion Proportion Anchor:** 9-head figure standard with 150% limb elongation compared to anatomical norm, fashion illustration methodology applied to superhero physique
+- **Digital Layer Architecture:** 15-25 separate Photoshop layers per character for costume component isolation (base figure, primary costume, accessories, effects, hair, background elements)
+- **Color Mathematics Anchor:** Harmony relationships calculated through triadic/complementary schemes, no intuitive color selection, mathematical precision required
+- **Pose Anchors:** Head tilt degrees (15-25° fashion angle), shoulder-hip angle differential (20-30° contrapposto), weight distribution 60-40% asymmetrical, gesture economy with specific hand positions (pointing, grasping, power displays)
+- **Scale Hierarchy Anchor:** 9-head proportion system (150% standard comic elongation), neck elongation 120% anatomical norm, limb extension 130% baseline measurements
+- **Material Authenticity Anchor:** Digital medium techniques with authentic Photoshop workflow characteristics - precise vector-quality linework with controlled brush dynamics
+- **Period Consistency Anchor:** Contemporary digital comic production (2015-present) with fashion industry cross-pollination, UCLA costume design training integration
+- **Production Method Anchor:** Digital comic creation with fashion technical drawing methodology, layer-based component isolation workflow
+- **Canvas Adaptation Anchor:** Composition optimized for 2:3 comic cover format with character showcase emphasis and costume detail hierarchy
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix:**
+
+- **Adult fem:** High-fashion superhero costumes with technical material specifications (metallic bodysuits, structured capes, engineered fabrics), 9-head proportion emphasis, fashion runway influence applied to heroic design
+- **Adult masc:** Tailored superhero uniforms with precise fit and technical detail (fitted armor pieces, structured elements, engineered materials), fashion illustration proportions maintained
+- **Youth:** Age-appropriate heroic costumes with fashion sensibility but modest coverage, technical detail appropriate to character age
+
+**Fabric Behavior:**
+
+- **Drape qualities:** Technical fabric simulation (neoprene stretch, metallic sheen, engineered textiles)
+- **Material physics:** Digital rendering of high-tech costume materials with authentic fall and movement
+- **Period accuracy:** Contemporary superhero costume design influenced by high-fashion methodology
+
+**Accessory Guidelines:**
+
+- **Minimalist (0-2):** Clean costume focus with 1-2 key technical elements
+- **Elaborate (3-4):** Complex costume systems with multiple technical components and fashion details
+
+**Color Palette:** Mathematical harmony schemes (triadic, complementary, split-complementary) with no arbitrary color selection, fashion-influenced sophistication
+
+**Prop Selector:**
+
+```yaml
+vertex_dauterman_props:
+  heroic_gear: [technical gauntlets, engineered weapons, high-tech accessories, costume components]
+  fashion_elements: [structured capes, metallic details, engineered fabrics, technical accessories]
+  power_displays: [energy effects, costume-integrated technology, heroic implements, technical gear]
+  environmental: [sleek backgrounds, technical environments, fashion-influenced settings]
+  micro_details: [costume clasps, technical details, fashion hardware, engineered elements]
+  exclusions:
+    - "no traditional comic pouches"
+    - "no excessive weaponry"
+    - "no cluttered designs"
+    - "no inconsistent proportions"
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives (≥2):** "original aspect ratio", "source dimensions", "unmodified framing", "inconsistent line weights", "amateur proportions", "cluttered costume design", "arbitrary color choices", "standard comic proportions", "rough linework", "unprofessional presentation", "generic superhero design", "traditional comic styling"
+
+**✓ Canvas Positives (≥2):** "exactly 2:3 ratio", "recomposed for comic cover format", "0.2-0.5mm consistent line weight precision", "extreme 9-head proportion system with 160% elongation", "neck elongation 140% anatomical norm", "limb extension 145% baseline measurements", "15-25 digital layer component isolation", "mathematical color harmony relationships with measured percentage allocations", "UCLA costume design technical specifications with measurable material properties", "fashion illustration methodology with golden ratio positioning (1.618)", "precise digital workflow with 99% consistency coefficient", "heroic-elegant pose styling with fashion runway angles", "shoulder width reduced to 85% anatomical norm for fashion silhouette"
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For 2:3 Portrait Format:** Vertical emphasis with character dominance ≥70%, fashion illustration hierarchy, costume detail showcase priority
+- **Figure-Ground Relationship:** 70% character prominence, 30% atmospheric background with costume detail support
+- **Layout Hierarchy:** Primary character > costume details > background elements > typography zones
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Enhanced Digital Layout:** Precise character positioning with fashion illustration spacing requirements (central figure occupies 65-75% of composition height, 45-55% of composition width), 15-25 layer organization for technical component isolation, mathematical grid system with golden ratio positioning (1.618 proportional relationships)
+- **Technical Costume Priority:** Material specification clarity with measurable detail hierarchy - costume technical elements receive 10-15x detail concentration compared to background elements, fashion hardware gets 8-12x line density compared to anatomical areas
+- **Precision Color Distribution:** Mathematical harmony implementation with measured percentages - primary color dominance 40-45%, secondary color support 30-35%, accent color punctuation 20-25%, ensuring geometric color wheel relationships maintained throughout composition
+- **Enhanced Detail Management:** Costume technical specifications receive highest priority with UCLA costume design methodology - fabric junction points, hardware attachment systems, material transition zones all rendered with technical drawing precision
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Digital comic cover format with fashion illustration influence, contemporary production values
+- **Frame/Band Anchor:** Clean comic cover presentation without decorative frames, focus on character and costume design
+- **Production Context Anchor:** Modern digital comic production with fashion industry methodology integration
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 comic cover format, not adapted from different ratio
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - Essential for comic cover format.
+
+**Ratio-Appropriate Zones:** Typography layout optimized for 2:3 comic cover format with fashion-influenced hierarchy
+
+- **Masthead zone:** Top 15-20% for bold "VERTEX COMICS" with sophisticated typography
+- **Character space:** Central 60-70% for character and costume showcase
+- **Supporting text:** Bottom 10-15% for issue information and pricing
+
+**Copy Limits:** ≤6 words per line, ≤3 coverlines positioned for 2:3 ratio with sophisticated readability
+
+**Period-Appropriate Typography:** Contemporary comic fonts with fashion influence (2015-present production standards)
+
+**Font Recommendation:**
+
+- **Primary:** Closest Google Font: Montserrat (fashion industry standard, 90% match). Better: Proxima Nova or similar geometric sans-serif
+- **Secondary:** Closest Google Font: Open Sans (clean readability, 85% match). Better: Avenir or Helvetica Neue
+
+**Format-Specific Text Rules:**
+
+- **Comic cover mode:** Essential for 2:3 format, sophisticated typography integration with fashion sensibility
+- **Text elements:** "VERTEX COMICS" masthead, issue number, price point, 1-2 action coverlines
+- **Typography style:** Clean, sophisticated fonts reflecting fashion illustration influence
+
+**Historical Accuracy:** Typography matching contemporary comic production (2015-present) with fashion industry crossover influence and modern digital comic conventions
+
+**Production Method Integration:** Typography rendered with contemporary digital comic production standards, fashion-influenced sophistication, and precise digital implementation matching Dauterman's professional presentation standards
+
+---
+
+# Mike Mignola Style
+
+## 🔧 Mike Mignola Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Atmospheric mood authority over anatomical detail, shadow architecture supersedes line dependency **Face-Treatment Flag:** `geometric-shadow` with `minimal-render` characteristics **Pose Flag:** `gothic-static` with architectural weight and folkloric presence **Canvas Control Flag:** `format-native` for shadow composition requirements and chiaroscuro showcase **Material Physics Authority:** India ink on Bristol board substrate, heavy shadow massing priority, geometric shape conversion system, minimalist rendering philosophy **Shadow Architecture:** 70-90% of visual information conveyed through black shape relationships rather than linear work, compositional weight supersedes realistic light source logic **Gothic Minimalism Method:** Line economy reduction (80% fewer strokes than standard comic density), angular conversion of organic curves, deliberate negative space authority **Chiaroscuro Philosophy:** Everything emerging from darkness, sublime power of unseen elements, dramatic light-dark contrast as primary storytelling tool
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Redraw in **Mike Mignola gothic minimalism methodology** for **modern comic cover specification**.
+- Identity via silhouette/gesture/folkloric expression through shadow architecture.
+- **IP Safeguard Declaration:** Create original Vertex Comics character designs avoiding copyrighted elements appropriate to gothic horror style, distinct from Hellboy/BPRD universe elements.
+- Declare **Face-Treatment Flag:** `geometric-shadow`
+- Declare **Pose Flag:** `gothic-static`
+- Declare **Canvas Control Flag:** `format-native`
+- **Style Dominance:** Mignola's shadow architecture and minimalist approach supersedes all linear comic conventions, prioritizing **atmospheric mood** and **geometric shape relationships**.
+- **Mode Selector:** Gothic Horror Comic Cover
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `2:3` (comic book cover format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** format-native with shadow composition requiring atmospheric depth construction
+- **Spatial Allocation:** Shadow dominance 70-90%, figure integration 40-60%, negative space utilization 30-50%, minimal detail zones concentrated in 10-20% of composition
+- **Background Treatment:** Heavy chiaroscuro environments that support shadow architecture without diminishing atmospheric weight
+- **Format Justification:** 2:3 ratio serves gothic horror vertical emphasis with dramatic shadow distribution and folkloric storytelling hierarchy
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** German Expressionist films, Jack Kirby dynamic power, Frank Frazetta compositional strength, Gothic literature (Lovecraft, Robert E. Howard), folklore and mythology, architectural decay aesthetics
+- **Medium/Production method:** India ink on Bristol board with heavy shadow massing technique, geometric shape conversion system, minimalist rendering philosophy with deliberate line economy
+- **Thematic purpose:** Gothic horror storytelling through atmospheric mood, folkloric narrative emphasis, supernatural/occult subject matter with blue-collar heroic sensibility
+- **3-5 hallmark motifs:**
+  - **60-80% black area coverage** with solid shadow shapes defining compositional weight
+  - **80% line reduction** compared to standard comic density, pure shape definition authority
+  - **Angular conversion system:** All organic curves reduced to 3-5 geometric segments maximum
+  - **Color limitation protocol:** Maximum 3 colors including black and white, with collaborative colorist integration (Dave Stewart methodology)
+  - **Gothic architecture integration:** Ruined buildings, maritime settings, crumbling stonework with dramatic shadow play
+- **Period framing:** Contemporary gothic horror comics (1990s-present) with folkloric timelessness and occult detective tradition
+- **Tone Tag:** Dark-atmospheric with folkloric gravitas
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Shadow Mass Authority:** 60-80% composition area coverage in solid black shapes, visual information conveyed through black shape interaction rather than linear detail, compositional weight placement superseding realistic light source logic
+- **Line Economy Reduction:** 80% fewer strokes than standard comic approach, geometric angularity conversion of all organic curves to 3-5 segment maximum, clean deliberate strokes without corrections or sketchy rendering
+- **Geometric Conversion Anchor:** Transform all curved organic forms into angular approximations with maximum 3-5 segments per curve, maintain architectural weight and folkloric presence through shape relationship
+- **Color Mathematics Protocol:** Maximum 3 colors per composition including black and white, collaborative integration with period-appropriate colorist methodology (Dave Stewart influence), atmospheric mood emphasis over color complexity
+- **India Ink Physics:** Heavy mass application technique on Bristol board substrate, no feathering or gradation effects, pure shape definition with solid black areas and clean white negative space
+- **Pose Anchors:** Gothic-static positioning with architectural stability over dynamic action, folkloric gesture economy with supernatural presence emphasis, weight distribution emphasizing ground connection and mythic authority
+- **Scale Hierarchy Anchor:** Proportional measurements following folkloric storytelling logic rather than anatomical precision, emphasis on silhouette clarity and atmospheric integration
+- **Material Authenticity Anchor:** Traditional India ink techniques with authentic Bristol board interaction, no digital simulation of traditional media effects
+- **Period Consistency Anchor:** Contemporary gothic horror comic production with folkloric timelessness, occult detective tradition integration
+- **Production Method Anchor:** Hand-drawn ink work with collaborative colorist integration, traditional comic production methods
+- **Canvas Adaptation Anchor:** Composition optimized for 2:3 gothic horror comic format with shadow architecture showcase and atmospheric storytelling emphasis
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix:**
+
+- **Adult figures:** Gothic period clothing with folkloric elements (long coats, practical adventuring gear, occult investigator attire), architectural weight in costume design, minimal accessory complexity
+- **Supernatural beings:** Folkloric creature design with geometric shape emphasis, shadow integration priority, mythological accuracy with Mignola's angular conversion system
+- **Period clothing:** Early-to-mid 20th century adventuring gear, occult investigator aesthetics, practical working clothes with gothic atmosphere
+
+**Fabric Behavior:**
+
+- **Heavy drape qualities:** Wool coats, leather gear, practical materials with architectural fall and shadow-casting properties
+- **Gothic texture emphasis:** Stone, metal, aged materials with strong shadow-throwing characteristics
+- **Period accuracy:** 1940s-1950s adventuring and investigative gear, folklore-appropriate traditional clothing
+
+**Color Palette:** Maximum 3-color limitation with black-white foundation, earth tones (browns, grays, muted blues), atmospheric color schemes supporting shadow architecture
+
+**Prop Selector:**
+
+```yaml
+vertex_mignola_props:
+  occult_gear: [ancient books, mystical artifacts, investigative tools, folkloric objects]
+  gothic_elements: [ruined architecture, maritime equipment, stone carvings, occult symbols]
+  atmospheric_objects: [fog effects, shadow phenomena, supernatural manifestations, folkloric creatures]
+  minimal_details: [simple weapons, practical gear, essential story elements, architectural features]
+  environmental: [crumbling buildings, gothic settings, maritime landscapes, supernatural locations]
+  exclusions:
+    - "no excessive detail work"
+    - "no complex mechanical elements"
+    - "no modern technology"
+    - "no bright colorful elements"
+    - "no cluttered compositions"
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives (≥2):** "original aspect ratio", "source dimensions", "unmodified framing", "excessive line detail", "realistic lighting logic", "complex color palettes", "cluttered compositions", "anatomical precision over atmospheric mood", "linear comic conventions", "detailed rendering approaches", "bright harmonious colors", "conventional beauty standards", "standard superhero proportions", "excessive accessory detail"
+
+**✓ Canvas Positives (≥2):** "exactly 2:3 ratio", "recomposed for gothic horror comic format", "60-80% black area coverage with solid shadow shapes", "80% line reduction compared to standard comic density", "extreme geometric abstraction - hands as blocks, faces as triangular light shapes", "complete elimination of organic curves in favor of angular planes", "maximum 3 colors including black and white", "India ink heavy mass application with architectural plane relationships", "gothic-static pose positioning with architectural weight", "compositional weight superseding realistic light source", "atmospheric mood authority over anatomical detail", "folkloric storytelling emphasis", "shadow architecture showcase", "minimal rendering philosophy with extreme abstraction", "clean deliberate strokes without corrections"
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For 2:3 Gothic Format:** Vertical dramatic emphasis with shadow dominance ≥70%, atmospheric hierarchy with folkloric storytelling integration, architectural weight distribution
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Shadow Architecture Layout:** 60-80% black mass coverage with geometric shape relationships, compositional weight placement for dramatic impact rather than realistic lighting
+- **Gothic Environmental Integration:** Ruined architecture, maritime gothic settings, crumbling stonework with shadow play emphasis, folkloric landscape elements
+- **Atmospheric Depth Management:** Chiaroscuro technique with everything emerging from darkness, negative space authority for sublime effect, minimal detail concentration in 10-20% of composition
+- **Figure-Ground Relationship:** Characters integrated into shadow architecture rather than standing apart, folkloric presence through silhouette and atmospheric integration
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Gothic horror comic cover with folkloric atmosphere, contemporary production values with traditional technique emphasis
+- **Frame/Band Anchor:** Clean comic cover presentation without decorative elements, focus on shadow architecture and atmospheric storytelling
+- **Production Context Anchor:** Traditional ink-based comic production with collaborative colorist integration, period-appropriate gothic horror conventions
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 gothic horror format with shadow architecture optimization
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - Essential for comic cover format.
+
+**Ratio-Appropriate Zones:** Typography layout optimized for 2:3 gothic horror comic format with atmospheric integration
+
+- **Masthead zone:** Top 15-20% for bold "VERTEX COMICS" with gothic-influenced typography
+- **Character space:** Central 60-70% for shadow architecture and atmospheric storytelling showcase
+- **Supporting text:** Bottom 10-15% for issue information with period-appropriate gothic styling
+
+**Copy Limits:** ≤6 words per line, ≤3 coverlines positioned for 2:3 ratio with gothic horror readability, atmospheric integration priority
+
+**Period-Appropriate Typography:** Gothic horror comic fonts with folkloric influence, traditional comic production standards (1990s-present gothic horror conventions)
+
+**Font Recommendation:**
+
+- **Primary:** Closest Google Font: Cinzel (gothic serif influence, 85% match). Better: Trajan Pro or similar carved stone aesthetic
+- **Secondary:** Closest Google Font: Crimson Text (gothic readability, 80% match). Better: Mason or similar stone-carved lettering
+
+**Format-Specific Text Rules:**
+
+- **Gothic horror cover mode:** Essential for 2:3 format, atmospheric typography integration with shadow architecture
+- **Text elements:** "VERTEX COMICS" masthead, issue number, price point, 1-2 atmospheric coverlines
+- **Typography style:** Gothic-influenced fonts reflecting folkloric and occult detective tradition
+
+**Historical Accuracy:** Typography matching contemporary gothic horror comic production with folkloric influence and traditional hand-lettered comic conventions
+
+**Production Method Integration:** Typography rendered with traditional comic production standards, gothic horror aesthetic integration, collaborative design approach matching Mignola's professional presentation standards with Dave Stewart colorist methodology
+
+---
+
+# Arthur Adams Style
+
+## 🔧 Arthur Adams Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Hyper-detail authority over production efficiency, intricate rendering supersedes simplification **Face-Treatment Flag:** `pen-crosshatch` with `ultra-precision-detail` **Pose Flag:** `dynamic-gestural` with anatomical perfection and kinetic energy **Canvas Control Flag:** `strict-reframe` for character showcase priority and detail maximization **Material Physics Authority:** Bristol board substrate, blue pencil construction foundation, Number 2 pencil finalization, mechanical cross-hatching precision with Terry Austin inking influence **Hyper-Detail Method:** Labor-intensive rendering with Michael Golden and Walter Simonson influences, thumbnail-to-final enlargement system, "incredible number of lines" approach **Monster/Sci-Fi Specialization:** Lifelong passion for creatures, dinosaurs, Universal Monsters, and B-movie aesthetics integrated into superhero contexts **Production Scale Method:** Standard 10" x 15" illustration board, double-size enlargement for maximum detail projects, lightbox transfer precision
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Redraw in **Arthur Adams hyper-detailed cross-hatch methodology** for **modern comic cover specification**.
+- Identity via silhouette/gesture/dynamic action poses with anatomical precision.
+- **IP Safeguard Declaration:** Create original Vertex Comics character designs avoiding copyrighted elements appropriate to detailed superhero style with monster/sci-fi influences.
+- Declare **Face-Treatment Flag:** `pen-crosshatch` with `ultra-precision-detail`
+- Declare **Pose Flag:** `dynamic-gestural`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Adams' hyper-detail methodology and cross-hatching precision supersedes all simplified comic approaches, prioritizing **intricate rendering** and **anatomical perfection**.
+- **Mode Selector:** Detailed Superhero Comic Cover with Monster/Sci-Fi Elements
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `2:3` (comic book cover format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe for maximum detail showcase and character presentation
+- **Spatial Allocation:** Character dominance 70-80%, intricate background detail 40-50%, negative space minimization for detail maximization, monster/creature integration 20-30%
+- **Background Treatment:** Detailed environments supporting cross-hatching technique without overwhelming character focus
+- **Format Justification:** 2:3 ratio serves detailed comic cover hierarchy with vertical emphasis allowing maximum character and creature detail showcase
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Michael Golden (Micronauts #6 forward style), Walter Simonson dynamic power, Terry Austin inking precision, manga influences (Masamune Shirow), Universal Monsters, B-movie creature features, dinosaur and monster obsession
+- **Medium/Production method:** Bristol board with blue pencil foundation, Number 2 pencil finalization, mechanical cross-hatching technique, thumbnail-to-lightbox enlargement system, self-inking preference for rendering control
+- **Thematic purpose:** Hyper-detailed superhero adventure with monster/sci-fi elements, kinetic energy emphasis, anatomical perfection within cartoony accessibility
+- **3-5 hallmark motifs:**
+  - **40-80 cross-hatch strokes per square inch** in shadow areas following anatomical contour logic
+  - **8-12x extremity detail concentration** compared to torso masses (hands, faces, costume accessories)
+  - **Thumbnail-to-final enlargement system** (2" x 3" thumbnails to 10" x 15" or double-size final art)
+  - **Monster/creature integration** with Universal Monster and dinosaur influences throughout compositions
+  - **Mechanical accessory complexity** (belts, pouches, cybernetic elements, reflective surfaces) as signature design motifs
+- **Period framing:** Contemporary detailed comic production (1985-present) with traditional hand-drawn technique emphasis
+- **Tone Tag:** Dynamic-detailed with monster/adventure enthusiasm
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Cross-hatching Density Authority:** 40-80 strokes per square inch in shadow areas, direction following anatomical muscle contour logic, Number 2 pencil with consistent line weight, cross-hatching preferred over brushwork for volume rendering
+- **Hyper-Detail Concentration Anchor:** Extremity areas receive 8-12x line concentration compared to torso masses, costume accessory complexity with reflective surface mastery, detailed webbing patterns and mechanical elements
+- **Production Process Precision:** Stage 1: 2" x 3" thumbnail layouts from script, Stage 2: Prismacolor light-blue pencil lightbox transfer to illustration board, Stage 3: Detail clarification with second light-blue pencil pass, Stage 4: Number 2 pencil finalization with cross-hatch rendering, Stage 5: Marker outline emphasis for multi-character compositions
+- **Scale Methodology Anchor:** Standard 10" x 15" production scale, double-size enlargement for maximum detail requirements, lightbox transfer precision from thumbnail to final art
+- **Signature Effects Authority:** **Circle template usage for "Kirby Krackle" cosmic energy effects - outlined with technical pen and filled with brush pen**, photographic reference integration for accuracy, **subtle humor integration through background character cameos (Gumby references)**
+- **Pose Anchors:** Dynamic action emphasis with kinetic energy, idealized figure proportions with anatomical precision, multi-character group composition expertise, heroic gesture economy
+- **Material Authenticity Anchor:** Bristol board substrate requirement for pencil adhesion and detail capacity, blue pencil foundation non-waxy erasable construction, traditional hand-drawn technique without digital simulation
+- **Period Consistency Anchor:** Contemporary detailed comic production with traditional methodology, self-inking approach for rendering control
+- **Production Method Anchor:** Hand-drawn precision with photographic reference integration for unfamiliar objects, multi-stage pencil process with cross-hatch finalization, **detail rendered with clear visual hierarchy and excellent readability, maintaining crisp line definition despite density**
+- **Canvas Adaptation Anchor:** Composition optimized for 2:3 detailed comic cover format with character showcase and monster/creature integration
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix:**
+
+- **Adult figures:** Detailed superhero costumes with mechanical accessory complexity (multiple belts, pouches, cybernetic elements), reflective surface emphasis, anatomically precise fit with dynamic action capability
+- **Monster/Creature designs:** Universal Monster influences with anatomical accuracy, B-movie creature aesthetics, detailed surface textures and reflective elements
+- **Costume complexity:** Numerous mechanical accessories as signature elements, large-eyed mask designs with anatomical precision, detailed webbing patterns
+
+**Fabric Behavior:**
+
+- **Reflective surface mastery:** Chrome, metal, glass rendering with 60-80% reflectivity coefficients, cybernetic limb specialization
+- **Detailed texture work:** "Spaghetti-style" detailed texture application, mechanical surface precision, costume material differentiation
+- **Dynamic movement:** Costume design supporting kinetic action poses, anatomical accuracy within heroic proportions
+
+**Color Palette:** Rich, detailed color schemes supporting cross-hatching technique, monster/creature appropriate earth tones and metallics, reflective surface color accuracy
+
+**Prop Selector:**
+
+```yaml
+vertex_adams_props:
+  mechanical_accessories: [detailed belts, pouches, cybernetic elements, technical gauntlets]
+  monster_elements: [creature features, dinosaur influences, Universal Monster callbacks, B-movie aesthetics]
+  reflective_surfaces: [chrome details, metallic equipment, glass elements, cybernetic components]
+  detailed_weapons: [intricate mechanical designs, reflective surfaces, anatomically appropriate scaling]
+  sci_fi_elements: [detailed technology, creature integration, monster machinery, technical accessories]
+  environmental: [detailed backgrounds, mechanical environments, creature habitats, adventure settings]
+  exclusions:
+    - "no simplified designs"
+    - "no minimal detail work"
+    - "no flat surface rendering"
+    - "no anatomy shortcuts"
+    - "no texture avoidance"
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives (≥2):** "original aspect ratio", "source dimensions", "unmodified framing", "simplified rendering", "minimal detail work", "flat surface treatment", "anatomy shortcuts", "single-line construction", "texture avoidance", "mechanical simplification", "reflective surface neglect", "creature design shortcuts", "production efficiency over quality", "digital shortcut simulation"
+
+**✓ Canvas Positives (≥2):** "exactly 2:3 ratio", "recomposed for detailed comic cover format", "40-80 cross-hatch strokes per square inch in shadow areas", "8-12x extremity detail concentration compared to torso areas", "thumbnail-to-lightbox enlargement system precision", "Number 2 pencil finalization with cross-hatch rendering", "monster/creature integration with Universal Monster influences", "mechanical accessory complexity with reflective surface mastery", "Bristol board substrate with blue pencil foundation", "anatomical precision within dynamic action poses", "kinetic energy emphasis", "detailed texture work throughout composition", "traditional hand-drawn technique authority"
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For 2:3 Detailed Format:** Vertical emphasis with character dominance ≥70%, detail hierarchy with monster/creature integration, mechanical accessory showcase priority
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Hyper-Detail Layout:** Character positioning optimized for maximum detail showcase, 40-80 cross-hatch density in shadow areas, 8-12x detail concentration on extremities and accessories
+- **Monster/Creature Integration:** Universal Monster influences throughout composition, dinosaur anatomical accuracy, B-movie creature aesthetics supporting main characters
+- **Reflective Surface Distribution:** Chrome and metallic elements with 60-80% reflectivity rendering, cybernetic component precision, detailed mechanical accessories
+- **Dynamic Action Emphasis:** Kinetic energy poses with anatomical perfection, multi-character composition expertise, heroic gesture optimization
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Detailed comic cover with monster/adventure atmosphere, traditional hand-drawn production values
+- **Frame/Band Anchor:** Clean comic cover presentation without decorative elements, focus on character detail and creature integration
+- **Production Context Anchor:** Traditional pencil-based comic production with self-inking methodology, period-appropriate detailed comic conventions
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 detailed comic format with cross-hatching showcase and monster/creature integration
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - Essential for comic cover format.
+
+**Ratio-Appropriate Zones:** Typography layout optimized for 2:3 detailed comic format with intricate art integration
+
+- **Masthead zone:** Top 15-20% for bold "VERTEX COMICS" with detailed typography supporting overall art complexity
+- **Character space:** Central 60-70% for hyper-detailed character showcase and monster/creature integration
+- **Supporting text:** Bottom 10-15% for issue information with period-appropriate detailed comic styling
+
+**Copy Limits:** ≤6 words per line, ≤3 coverlines positioned for 2:3 ratio with detailed art readability, monster/adventure theme integration
+
+**Period-Appropriate Typography:** Detailed comic fonts with adventure influence, traditional comic production standards (1985-present detailed comic conventions)
+
+**Font Recommendation:**
+
+- **Primary:** Closest Google Font: Bangers (comic action energy, 80% match). Better: Comicraft or similar dynamic comic lettering
+- **Secondary:** Closest Google Font: Fredoka One (adventure readability, 75% match). Better: Digital lettering with hand-drawn precision
+
+**Format-Specific Text Rules:**
+
+- **Detailed adventure cover mode:** Essential for 2:3 format, typography integration supporting hyper-detailed art without competition
+- **Text elements:** "VERTEX COMICS" masthead, issue number, price point, 1-2 action/adventure coverlines
+- **Typography style:** Dynamic fonts reflecting monster/adventure tradition and detailed comic aesthetic
+
+**Historical Accuracy:** Typography matching contemporary detailed comic production with adventure/monster influence and traditional hand-lettered comic conventions
+
+**Production Method Integration:** Typography rendered with traditional comic production standards, detailed adventure aesthetic integration, hand-drawn precision approach matching Adams' meticulous presentation standards
\ No newline at end of file
diff --git a/styles-source/archive/movie_poster_art_analysis.md b/styles-source/archive/movie_poster_art_analysis.md
new file mode 100644
index 0000000..09ec099
--- /dev/null
+++ b/styles-source/archive/movie_poster_art_analysis.md
@@ -0,0 +1,2936 @@
+# Movie Poster Art - Style Analysis
+
+---
+
+- # Al Hirschfeld Movie Poster Framework v4.4 (Authentic Revision)
+
+  **Version:** 4.4
+   **Purpose:** Forensic recreation of Al Hirschfeld's linear calligraphic movie poster style based on comprehensive analysis of authentic works.
+
+  ------
+
+  ## Renderer-Agnostic Adapter
+
+  - **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+  - **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+  - **Style over likeness:** Likeness via silhouette/gesture/expression, never photographic accuracy.
+  - **Technical Measurement Authority:** Quantitative specifications ("parallel curved strokes following natural hair direction", "3-4 major curves define profile") override descriptive language.
+  - **Process-Over-Result Priority:** How ink flows from pen/brush supersedes visual appearance descriptions.
+  - **Hirschfeld-Specific Flag Authorization:** `linear-calligraphic`, `continuous-contour`, `natural-hair-direction`, `strategic-black-fills`, `gesture-hierarchy-dominance`, `confident-line-energy`, `architectural-suggestion-minimal`, `structural-contrast-facial`.
+  - **Anti-Illustration Bias:** Authority to generate deliberately economical line work that rejects detailed rendering.
+  - **Face-Treatment Flags:** `linear-confidence`, `structural-contrast`
+  - **Material Physics Authority:** Black india ink on cold-pressed illustration board with visible pen/brush confidence.
+  - **Scale-Dependent Technique:** Movie poster viewing distance 3-6 feet affects line economy and gesture clarity.
+  - **Publication Production Authenticity:** 1930s-1970s letterpress printing with characteristic imperfections.
+  - **Quantifiers authoritative:** Numeric anchors are targets.
+  - **Text policy:** Typography required for movie poster format per Section 8.
+  - **Safety/IP:** No copyrighted character elements; original character interpretations only.
+  - **Age & wardrobe guardrail:** Period-appropriate 1930s-1970s costume design.
+  - **Material authenticity:** Authentic ink-on-paper with visible tool confidence, no digital simulation.
+  - **Period Production Authenticity:** Halftone dots 65-85 LPI, color registration drift ±2mm.
+  - **Composition boundaries:** No frames outside canvas; typography integrated within poster space.
+  - **Failure Mode Flags:** Avoid uniform line weights, random hair direction, excessive clothing detail.
+  - **Silent validation:** Apply checklist, regenerate silently if fail.
+
+  ------
+
+  ## Framework Sections
+
+  ### 1) Core Instruction & Likeness Mandate
+
+  - **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (standard movie poster) - ignore source image dimensions completely.
+  - Redraw in **Al Hirschfeld linear calligraphic style** for **1930s-1970s movie poster format**.
+  - Identity via signature gesture/expression/silhouette - never anatomical accuracy.
+  - **IP Safeguard Declaration:** Create original character interpretations avoiding copyrighted elements.
+  - Declare **Face-Treatment Flag:** `structural-contrast`
+  - Declare **Pose Flag:** `gesture-hierarchy-dominance`
+  - Declare **Canvas Control Flag:** `strict-reframe`
+  - **Style Dominance:** Hirschfeld's confident line economy supersedes realistic representation.
+  - **Mode Selector:** Movie poster commercial format.
+
+  ------
+
+  ### 2) Canvas Strategy & Spatial Logic
+
+  **MANDATORY RATIO:** `2:3` (standard movie poster format)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** recompose-entirely
+  - **Spatial Allocation:** Character dominance 65-75% of vertical space, typography zones 25-35%
+  - **Background Treatment:** Pure white space or minimal architectural suggestion maximum 2% visual weight
+  - **Format Justification:** 2:3 ratio optimizes for theater lobby display at 3-6 foot viewing distance
+
+  ------
+
+  ### 3) Artistic Style & Context
+
+  - **Influences:** Japanese woodblock prints (line economy), commercial poster constraints (visual impact), theatrical performance vocabulary (gesture essence).
+  - **Medium/Production method:** Black india ink on cold-pressed illustration board with pen and brush; letterpress printing with halftone screens 65-85 LPI.
+  - **Thematic purpose:** Commercial entertainment promotion through character essence and dominant gesture capture.
+  - **Hallmark motifs with specifications:**
+    - Continuous contour line: Single unbroken line defines 60-80% of figure silhouette
+    - Natural hair direction: Parallel strokes following hair's natural growth patterns, 8-15 strokes per hair section
+    - Strategic black fills: Pure black areas for formal wear contrast (tuxedos, evening gowns) occupying 15-25% of figure
+    - Confident line energy: Every stroke suggests personality and movement, never careful illustration
+    - Gesture hierarchy dominance: One primary gesture occupies 40-60% of compositional space
+    - Structural facial contrast: Bold architectural lines 2-3mm contrasting delicate details 0.5-1mm
+    - Architectural suggestion: Environmental elements indicated with 5-10 lines maximum
+  - **Period framing:** Golden Age Hollywood 1930s-1970s theatrical entertainment.
+  - **Tone Tag:** Confident, economical, theatrical essence capture.
+  - **Production Era Authenticity:** Letterpress limitations - solid fills only, halftone dots visible, registration drift.
+
+  ------
+
+  ### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+  **Line Quality Specifications:**
+
+  - **Weight variation mastery:** 0.5mm delicate details swelling to 3-4mm bold structural elements within confident strokes
+  - **Hair direction authenticity:** Parallel curved strokes following natural hair growth patterns, 8-15 strokes per section
+  - **Strategic black fill placement:** Pure black areas for formal wear creating dramatic contrast, 15-25% of figure coverage
+  - **Continuous contour confidence:** Uninterrupted line flow defining 60-80% of figure silhouette
+  - **Clothing indication economy:** Silhouette plus 2-4 major fold lines, strategic black fills for formal wear
+
+  **Line Weight Variation Enhancement:**
+
+  - **Dramatic contrast requirement:** Minimum 4:1 ratio between bold structural lines (2-4mm) and delicate details (0.5-1mm)
+  - **Cheekbone architecture:** Bold diagonal structural line 3-4mm weight defining primary facial plane, creating strong shadow indication
+  - **Feature detail precision:** Eyes, nose, mouth rendered with 0.5-1mm delicate strokes, maximum 2-3 strokes per feature
+  - **Structural hierarchy:** Jaw, cheekbone, neck outline use 2-4mm bold confident strokes contrasting facial interior details
+
+  **Hair Treatment Anchors:**
+
+  - **Curly hair technique:** Parallel curved strokes following natural curl direction, 8-15 per section
+  - **Straight hair technique:** Clean directional flow with minimal stroke count, maximum 6-10 defining strokes
+  - **Textural hair areas:** Dense parallel hatching following natural patterns, never random or decorative
+  - **Volume indication:** Achieved through directional stroke energy, not cross-hatching density
+
+  **Clothing Rendering Anchors:**
+
+  - **Formal wear strategy:** Strategic pure black fills for tuxedos, evening gowns creating dramatic contrast
+  - **Fabric pattern indication:** Crosshatch/stipple contained within garment silhouettes, never bleeding into background
+  - **Fold line economy:** 2-4 major fold indicators maximum per garment
+  - **Silhouette primacy:** Clothing shape defined first, details subordinated to overall form
+
+  **Pose Anchors:**
+
+  - **Gesture hierarchy:** One dominant action (piano playing, conducting, cocktail holding) defines character essence
+  - **Compositional focus:** Primary gesture occupies 40-60% of available space
+  - **Secondary element subordination:** All other elements support primary character action
+  - **Anatomical accuracy within economy:** Correct proportions maintained despite stylistic simplification
+
+  **Scale Hierarchy:** Character head 15-25% of poster height, dominant gesture elements 8-15% of total composition **Material Authenticity:** Visible pen confidence in structural lines, brush energy in hair sections **Period Consistency:** 1930s-1970s theatrical costume and gesture vocabulary **Production Method:** Halftone dots 65-85 LPI for limited color areas, letterpress characteristics **Canvas Adaptation:** Composition optimized for 2:3 vertical format with typography integration
+
+  ------
+
+  ### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+  **Wardrobe tracks:** Period-accurate 1930s-1970s Hollywood theatrical costume design
+
+  - **Male formal:** Tuxedos, tailcoats, formal evening wear - strategic black fills for dramatic contrast
+  - **Female glamour:** Evening gowns, cocktail dresses, theatrical costumes - emphasis on elegant silhouettes
+
+  **Fabric indication strategy:**
+
+  - **Formal wear:** Strategic pure black fills creating dramatic contrast against line work
+  - **Textured fabrics:** Crosshatch/stipple patterns contained within garment silhouettes
+  - **Pattern economy:** 2-4 major fold lines maximum, never excessive detail
+  - **Silhouette primacy:** Clothing shape established first, details subordinated
+
+  **Accessory caps:** Minimalist 1-2 elements supporting gesture hierarchy (bow ties, pearl strands, formal gloves) **Color palette:**
+
+  - **Primary:** Black india ink on cream/white paper stock
+  - **Strategic black fills:** 15-25% of figure coverage for formal wear contrast
+  - **Accent colors:** Single spot color maximum 20% coverage if used
+
+  **Wardrobe variation:** Cycle through period theatrical elegance - formal evening wear, performance costumes, sophisticated day wear **Props:** 1 hero prop maximum supporting dominant gesture, total ≤2 elements **Coherence filter:** All elements support 1930s-1970s theatrical sophistication
+
+  **YAML PROP POOLS:**
+
+  ```yaml
+  theatrical_props:
+    1930s_1940s: [top_hat, white_gloves, cigarette_holder, bow_tie, pocket_watch, walking_cane, opera_glasses, champagne_flute]
+    1950s_1960s: [martini_glass, cigarette, sunglasses, fedora_hat, pearl_necklace, telephone_handset, record_album, microphone]
+    1970s: [disco_ball, platform_shoes, wide_lapel_jacket, oversized_sunglasses, vinyl_record, stage_microphone, feather_boa, cocktail_glass]
+  
+  musical_instruments:
+    classical: [violin, piano_keys, conductor_baton, sheet_music, trumpet, saxophone, clarinet]
+    theatrical: [stage_piano, orchestra_pit_violin, conductor_podium, musical_score_stand]
+  
+  performance_accessories:
+    male_formal: [white_tie, tailcoat, opera_hat, white_gloves, boutonniere, cufflinks]
+    female_glamour: [long_gloves, fur_stole, pearl_strand, art_deco_jewelry, ostrich_feather, beaded_purse]
+    stage_props: [spotlight, theater_curtain, proscenium_arch, stage_stairs, director_chair]
+  ```
+
+  ------
+
+  ### 6) Constraints
+
+  **Canvas Negatives (≥2):**
+
+  - "decorative background elements", "radiating lines behind figure", "atmospheric halos", "starburst effects"
+  - "detailed architectural backgrounds", "elaborate stage settings", "multiple environmental elements"
+  - "uniform line weights", "random hair direction", "excessive clothing detail", "filled backgrounds"
+  - "photographic detail", "careful illustration techniques", "decorative line work"
+  - "original aspect ratio", "source dimensions", "unmodified framing"
+  - "explosive hair radiation", "feathered hair effects", "decorative hair treatment"
+  - "multiple dominant gestures", "equal gesture weight distribution"
+
+  **Canvas Positives (≥2):**
+
+  - "exactly 2:3 ratio", "recomposed for movie poster format"
+  - "natural hair direction following growth patterns", "parallel curved strokes for curly hair"
+  - "strategic black fills for formal wear", "confident line weight variation"
+  - "gesture hierarchy dominance", "architectural suggestion minimal"
+  - "structural facial contrast 2-3mm bold vs 0.5mm delicate"
+  - "continuous contour mastery", "theatrical essence capture"
+
+  **Vocabulary warnings:** Avoid "detailed," "realistic," "decorative" - emphasize confidence, economy, and theatrical essence.
+
+  ------
+
+  ### 7) Composition & Background
+
+  **2:3 POSTER COMPOSITION REQUIREMENTS:**
+
+  - **Character dominance:** 65-75% of vertical space with gesture hierarchy emphasis
+  - **Typography zones:** Header 15-20%, footer 10-15% flowing around figure silhouette
+  - **Background treatment:** Pure white space or minimal architectural suggestion maximum 2% visual weight
+
+  **Hirschfeld-Specific Composition:**
+
+  - **Gesture hierarchy dominance:** One primary action (piano playing, conducting, cocktail holding) defines composition
+  - **Figure isolation:** Character dominates space against pure white background
+  - **Line confidence throughout:** Every element suggests energy and personality through economical stroke work
+  - **Theatrical vocabulary:** Poses drawn from 1930s-1970s stage and screen performance traditions
+
+  **Minimal Environmental Integration:**
+
+  - **Architectural suggestion:** Maximum 2-4 confident strokes indicating performance spaces, never competing with figure
+  - **Atmospheric elements:** Omit radiating lines, halos, or decorative background effects entirely
+  - **Furniture indication:** Maximum 3-5 line suggestions for essential props (music stands, pianos) - stark simplicity only
+
+  **Strategic Black Fill Usage:**
+
+  - **Formal wear contrast:** Tuxedos, evening gowns rendered as pure black shapes creating drama
+  - **Background separation:** Black clothing elements separate figure from white background
+  - **Visual hierarchy:** Black fills direct eye to primary gesture and character essence
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** Cold-pressed illustration board, india ink absorption characteristics
+  - **Frame/Band Anchor:** Omit entirely - typography integrated within poster composition
+  - **Production Context:** 1930s-1970s letterpress limitations and characteristic registration drift
+  - **Gesture Hierarchy Enforcement:** Entire composition organized around one dominant character-defining action
+
+  ------
+
+  ### 8) Typography & Text Integration
+
+  **Typography REQUIRED for movie poster format**
+
+  **2:3 POSTER-APPROPRIATE ZONES:**
+
+  - **Header zone:** 15-20% of poster height for title treatment complementing figure silhouette
+  - **Footer zone:** 10-15% of poster height for credits positioned to support overall composition
+  - **Integration method:** Typography flows around and complements figure, never competing with line work
+
+  **Copy limits:**
+
+  - **Title:** ≤4 words, confident theatrical lettering
+  - **Credits:** ≤12 elements maximum, hierarchical sizing 8-24pt range
+  - **Tagline:** ≤6 words supporting theatrical theme
+
+  **Period-Appropriate Typography:**
+
+  - **1930s-1940s:** Art Deco theatrical influence, condensed letterforms with confidence
+  - **1950s-1960s:** Modern sans-serif with theatrical flair, clean confident spacing
+  - **1970s:** Bold display typography with performance energy, expanded character spacing
+
+  **Font recommendation:**
+
+  - *Closest Google Font: Bebas Neue (condensed theatrical confidence, 80%). Better: Custom theatrical display lettering.*
+
+  **Format-Specific Rules:**
+
+  - **Movie poster mode:** Mandatory 2:3 vertical, title integrated with gesture hierarchy
+  - **Typography confidence:** Lettering shows same assured energy as figure line work
+  - **Viewing distance:** 3-6 feet optimized sizing minimum 18pt for theatrical lobby visibility
+  - **Theatrical vocabulary:** Type treatment supports entertainment industry conventions
+
+  **Production Integration:** Typography rendered with period letterpress characteristics - solid colors, slight registration drift, impression depth matching overall production authenticity.
+
+---
+
+# Saul Bass
+
+**Version:** 4.2
+ **Purpose:** Forensic recreation of Saul Bass's modernist movie poster style with quantified technical specifications based on authentic 1950s-1970s examples.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over decoration:** Symbolic essence supersedes representational illustration.
+- **Technical Measurement Authority:** Quantitative specifications ("2-3 color maximum", "60-80% dominant symbol coverage") override descriptive language ("bold", "striking").
+- **Process-Over-Result Priority:** How printing methods create visual effects supersedes digital perfection.
+- **Bass-Specific Flag Authorization:** `modernist-minimalism`, `symbolic-metaphor-dominance`, `geometric-construction`, `limited-palette-psychology`, `hand-drawn-typography`, `negative-space-mastery`, `halftone-authentic`.
+- **Anti-Decoration Bias:** Authority to generate deliberately reductive designs that reject ornamental elements.
+- **Face-Treatment Flags:** `silhouette-abstract`, `geometric-reduction`, `symbolic-representation`
+- **Material Physics Authority:** 1950s-1970s offset printing specifications with characteristic imperfections.
+- **Scale-Dependent Technique:** Movie poster viewing distance affects symbol legibility and color impact.
+- **Publication Production Authenticity:** Period offset printing with halftone dots 85-133 LPI, color registration drift ±1.5mm.
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Typography required as integral design element per Section 8.
+- **Safety/IP:** No copyrighted symbols; original metaphorical interpretations only.
+- **Age & wardrobe guardrail:** Abstract representation eliminates age/clothing concerns.
+- **Gender expression:** Conveyed through symbolic silhouettes when relevant.
+- **Material authenticity:** Authentic offset printing characteristics with visible halftone patterns.
+- **Period Production Authenticity:** 1950s-1970s printing limitations with characteristic dot patterns and registration imperfections.
+- **Composition boundaries:** Clean geometric borders; no decorative frames.
+- **Failure Mode Flags:** Avoid photographic elements, gradient smoothing, multiple competing symbols.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (standard movie poster) - ignore source image dimensions completely.
+- Redraw in **Saul Bass modernist symbolic style** for **1950s-1970s movie poster format**.
+- Identity via single dominant symbol/metaphor representing film's core theme.
+- **IP Safeguard Declaration:** Create original symbolic interpretations avoiding copyrighted imagery and real studio names/logos.
+- Declare **Face-Treatment Flag:** `geometric-reduction`
+- Declare **Pose Flag:** `symbolic-representation`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Bass's "symbolize and summarize" philosophy supersedes literal representation.
+- **Mode Selector:** Movie poster commercial format.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `2:3` (standard movie poster format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely
+- **Spatial Allocation:** Dominant symbol 60-80% of canvas space, typography 15-25%, negative space 5-15%
+- **Background Treatment:** Single solid color field or geometric pattern maximum 20% complexity
+- **Format Justification:** 2:3 ratio optimized for theater lobby impact at 6-10 foot viewing distance
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Bauhaus modernism (geometric simplicity), Hungarian design school (symbolic communication), 1950s American commercial art constraints.
+- **Medium/Production method:** Offset printing with hand-separated color plates; halftone screens 85-133 LPI characteristic of period technology.
+- **Thematic purpose:** "Symbolize and summarize" film's core psychological or thematic essence into single powerful metaphor.
+- **Hallmark motifs with specifications:**
+  - Single dominant symbol: One central metaphor occupies 60-80% of visual weight
+  - Limited color palette psychology: 2-3 colors maximum chosen for emotional resonance (red=tension, blue=cool/corporate, yellow=energy/madness)
+  - Geometric construction: Pure shapes (circles, rectangles, triangles) provide structural foundation
+  - Hand-drawn typography integration: Custom letterforms become part of visual metaphor
+  - Strategic negative space: Empty areas create focus and visual tension, 10-25% of composition
+  - Halftone authenticity: Visible dot patterns from period offset printing technology
+- **Period framing:** Golden Age Hollywood 1950s-1970s modernist design revolution.
+- **Tone Tag:** Intelligent minimalism, psychological symbolism, commercial impact.
+- **Production Era Authenticity:** Offset printing limitations - solid color separations, halftone dot visibility, color registration imperfections ±1.5mm.
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+**Color Strategy Specifications:**
+
+- **Palette limitation:** Maximum 2-3 colors plus black/white, chosen for psychological impact
+- **Color psychology application:** Red (violence/passion/danger), Blue (corporate/cool/melancholy), Yellow (madness/energy/optimism), Orange (tension/unease)
+- **Saturation requirements:** Pure, unmixed colors at 100% saturation for maximum impact
+- **Color area distribution:** Dominant color 60-75% coverage, accent color 15-25%, third color 5-10% maximum
+
+**Geometric Construction Anchors:**
+
+- **Single symbol dominance:** One central metaphor occupies 60-80% of visual composition weight
+- **Geometric foundation:** Pure shapes (perfect circles, precise rectangles, clean triangles) underlying all elements
+- **Mathematical proportions:** Golden ratio or modular scale governing size relationships
+- **Edge precision:** Clean, sharp boundaries between color areas and shapes
+
+**Typography Integration Anchors:**
+
+- **Hand-drawn letterform requirement:** Custom typography designed specifically for each composition, never standard fonts
+- **Typography as graphic element:** Letters integrated into overall symbolic metaphor, not applied afterward
+- **Scale hierarchy:** Film title dominant (occupying 15-25% of composition), credits subordinated to 5-10%
+- **Letterform construction:** Sans-serif modernist influence with custom proportions and spacing
+
+**Symbolic Construction Anchors:**
+
+- **Character essence distillation:** When human figures appear, reduce to 3-4 distinctive geometric elements that capture recognizable silhouette (Eastwood's jaw line, distinctive hair profile, signature gesture)
+- **Geometric character abstraction:** Transform recognizable features into pure geometric shapes while maintaining character recognition
+- **Metaphorical precision:** Symbol must communicate specific film experience, not generic concept (Vertigo's spiral = specific disorientation, not general confusion)
+- **Reductive elimination process:** Start complex, eliminate all non-essential elements until only purest symbolic essence remains
+
+**Production Method Anchors:**
+
+- **Halftone dot pattern:** Visible 85-133 LPI characteristic of 1950s-70s offset printing
+- **Color registration drift:** Slight misalignment ±1.5mm typical of period printing technology
+- **Paper stock influence:** Design accounts for newsprint/poster stock ink absorption
+- **Printing separation:** Colors designed for hand-separated plates, not digital blending
+
+**Scale Hierarchy:** Dominant symbol 60-80% visual weight, title typography 15-25%, credits/studio info 5-10% **Material Authenticity:** Visible printing artifacts consistent with period offset technology **Period Consistency:** All elements reflect 1950s-1970s modernist design principles and production limitations **Canvas Adaptation:** Composition optimized specifically for 2:3 vertical poster format
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**Symbolic Representation Strategy:** Abstract silhouettes eliminate specific wardrobe concerns
+
+- **Male representation:** Clean geometric silhouettes suggesting formal wear or action poses
+- **Female representation:** Elegant curved silhouettes maintaining dignity and sophistication
+- **Universal figures:** Gender-neutral shapes when thematic focus transcends individual identity
+
+**Color coding:** Clothing/figures rendered in solid color shapes without pattern detail **Accessory integration:** Props become symbolic elements (weapons=danger, flowers=romance, geometric objects=psychological states) **Period authenticity:** Silhouettes reflect 1950s-70s fashion proportions when human figures appear **Symbolic hierarchy:** Human figures subordinated to central metaphor unless they ARE the metaphor
+
+**Props reduced to symbolic essence:**
+
+```yaml
+symbolic_props:
+  psychological_thriller: [spiral, fragmented_mirror, geometric_eye, abstract_staircase, broken_clock]
+  crime_drama: [angular_gun, balance_scales, gavel_silhouette, prison_bars, shadow_profile]
+  romance: [heart_geometry, intertwined_circles, abstract_figures, flowing_curves, unity_symbols]
+  war_drama: [helmet_silhouette, crossed_elements, medal_shapes, flag_geometry, memorial_crosses]
+  comedy: [balloon_clusters, geometric_faces, playful_shapes, number_sequences, party_elements]
+```
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2):**
+
+- "standard typography fonts", "digital font applications", "generic letterforms", "serif decorations"
+- "photographic faces", "realistic portraits", "generic geometric faces", "modern illustration style"
+- "gradient smoothing", "digital effects", "multiple competing symbols", "complex patterns"
+- "more than 3 colors", "pastel mixing", "decorative borders", "ornamental elements"
+- "generic symbolism", "literal illustration", "multiple metaphors competing"
+- "Ben-Day dots without purpose", "halftone decoration rather than authentic printing artifact"
+
+**Canvas Positives (≥2):**
+
+- "exactly 2:3 ratio", "recomposed for movie poster format"
+- "single dominant symbol metaphor", "maximum 2-3 pure colors"
+- "custom geometric letterforms hand-constructed", "no standard fonts permitted"
+- "character essence through 3-4 distinctive geometric elements", "recognizable silhouette abstraction"
+- "visible halftone dots authentic to 1950s-70s offset printing"
+- "extreme geometric reduction", "maximum symbolic precision"
+- "psychological color selection deliberate", "metaphor communicates specific film experience"
+- "letterforms structurally integrated with central symbol", "unified geometric design system"
+
+**Vocabulary warnings:** Avoid "ornate," "decorative," "detailed" - emphasize reduction, symbolism, and psychological impact.
+
+------
+
+### 7) Composition & Background
+
+**2:3 POSTER COMPOSITION REQUIREMENTS:**
+
+- **Symbol dominance:** Central metaphor occupies 60-80% of visual weight
+- **Typography zones:** Title integration 15-25%, credits 5-10% positioned for hierarchy
+- **Background treatment:** Single solid color field or simple geometric pattern maximum 20% complexity
+
+**Bass-Specific Composition:**
+
+- **Geometric foundation:** All elements constructed on mathematical grid or proportional system
+- **Negative space strategy:** Empty areas create tension and focus, 10-25% of composition
+- **Visual hierarchy:** Symbol > Title > Credits in descending order of visual impact
+- **Color area balance:** Dominant color 60-75%, secondary 15-25%, accent 5-10%
+
+**Symbolic Integration Requirements:**
+
+- **Central metaphor clarity:** Single symbol immediately communicates film's core theme
+- **Cultural universality:** Design readable across demographic and linguistic boundaries
+- **Psychological impact:** Color and form choices designed for emotional resonance
+- **Commercial effectiveness:** Design functions at poster size and newspaper reproduction
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Offset printing on poster stock or newsprint, authentic paper texture influence
+- **Frame/Band Anchor:** Clean geometric borders only, no decorative framing elements
+- **Production Context:** 1950s-1970s offset printing technology with characteristic limitations
+- **Ratio Enforcement Anchor:** All elements designed specifically for 2:3 vertical format
+
+------
+
+### 8) Typography & Text Integration
+
+**Typography REQUIRED as integral design element**
+
+**2:3 POSTER-APPROPRIATE ZONES:**
+
+- **Title integration:** 15-25% of visual weight, custom letterforms integrated into symbolic metaphor
+- **Credits hierarchy:** 5-10% of composition, clean sans-serif positioning supporting overall design
+- **Studio information:** Minimal presence, positioned to maintain design integrity
+
+**Copy limits:**
+
+- **Title:** Custom hand-drawn letterforms, never standard fonts
+- **Credits:** Essential information only, maximum 12 elements hierarchically organized
+- **Tagline:** Eliminated unless essential to symbolic communication
+
+**Hand-Drawn Typography Requirements:**
+
+- **CRITICAL: No standard fonts permitted:** Every letterform must be custom-designed as unique geometric construction
+- **Letterform-as-symbol integration:** Typography becomes structural part of central metaphor, not decorative overlay
+- **Geometric letterform construction:** Each letter built from pure geometric elements (circles, rectangles, triangles) with mathematical precision
+- **Extreme reduction philosophy:** Maximum 3-4 geometric elements per letterform, eliminate all decorative serifs or flourishes
+- **Structural integration:** Letters share geometric language with central symbol, creating unified design system
+
+**Font recommendation:**
+
+- *Bass drew custom letterforms for each poster. Modern recreation requires hand-drawing inspired by Bauhaus modernist principles. Avoid all standard digital fonts.*
+
+**Format-Specific Rules:**
+
+- **Movie poster mode:** Mandatory 2:3 vertical, title integrated into symbolic metaphor
+- **Typography symbolism:** Letterforms support and enhance central thematic metaphor
+- **Viewing distance:** 6-10 feet optimized letter sizing for theater lobby impact
+- **Commercial clarity:** All text readable at poster scale and newspaper reproduction
+
+**Production Integration:** Typography rendered with period offset printing characteristics - solid colors, halftone patterns when applicable, slight registration variations authentic to hand-separated plates.
+
+---
+
+# Richard Amsel
+
+**Version:** 4.2
+ **Purpose:** Forensic recreation of Richard Amsel's illustrated movie poster style with quantified technical specifications based on authentic 1970s-1980s examples.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over photography:** Illustrated portraiture supersedes photographic accuracy.
+- **Technical Measurement Authority:** Quantitative specifications ("controlled montage 65-80% coverage", "warm glowing color temperature 3200K-3800K") override descriptive language ("dynamic", "exciting").
+- **Process-Over-Result Priority:** How mixed-media layers build up supersedes final appearance descriptions.
+- **Amsel-Specific Flag Authorization:** `controlled-montage`, `mixed-media-layering`, `heroic-portraiture`, `period-reinterpretation`, `warm-glowing-palette`, `framing-device-thematic`, `larger-than-life-character`.
+- **Anti-Photographic Bias:** Authority to generate deliberately illustrated, hand-drawn aesthetic that rejects photographic realism.
+- **Face-Treatment Flags:** `heroic-portraiture`, `mixed-media-layering`, `personality-capture`
+- **Material Physics Authority:** Mixed-media illustration technique with visible pencil work, paint washes, colored pencil details.
+- **Scale-Dependent Technique:** Movie poster viewing distance affects portrait detail hierarchy and character montage organization.
+- **Publication Production Authenticity:** 1970s-1980s offset printing with improved color registration, coated paper stock quality.
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Typography integrated as design element per Section 8.
+- **Safety/IP:** No copyrighted character elements; original character interpretations avoiding real studio names.
+- **Age & wardrobe guardrail:** Period-appropriate 1970s-1980s costume design with historical accuracy.
+- **Gender expression:** Conveyed through heroic portraiture and period-appropriate characterization.
+- **Material authenticity:** Mixed-media illustration board techniques with visible drawing/painting process.
+- **Period Production Authenticity:** 1970s-80s improved offset printing, higher quality halftone screens 150+ LPI.
+- **Composition boundaries:** Thematic framing devices when appropriate; no generic decorative borders.
+- **Failure Mode Flags:** Avoid photographic composition, digital smoothing, uniform illustration techniques.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (standard movie poster) - ignore source image dimensions completely.
+- Redraw in **Richard Amsel illustrated poster style** for **1970s-1980s movie poster format**.
+- Identity via heroic portraiture capturing personality essence and "larger than life" character quality.
+- **IP Safeguard Declaration:** Create original character interpretations avoiding copyrighted imagery and real studio names/logos.
+- Declare **Face-Treatment Flag:** `heroic-portraiture`
+- Declare **Pose Flag:** `larger-than-life-character`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Amsel's "reinterpret the past with modern sensibility" philosophy supersedes literal representation.
+- **Mode Selector:** Movie poster commercial format.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `2:3` (standard movie poster format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely
+- **Spatial Allocation:** Controlled montage 65-80% of canvas, typography 15-25%, negative space 5-10%
+- **Background Treatment:** Thematic framing devices or period-appropriate environmental suggestion
+- **Format Justification:** 2:3 ratio optimized for theater lobby display showcasing character montage hierarchy
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** J.C. Leyendecker (Saturday Evening Post illustration), Art Nouveau (Alphonse Mucha), Symbolist painting (Gustav Klimt), Walt Disney character animation principles.
+- **Medium/Production method:** Mixed-media illustration on board: detailed pencil foundation, watercolor/acrylic washes, colored pencil refinement, gouache finishing details.
+- **Thematic purpose:** "Uncover relationships between past and present" - reinterpret historical art styles with contemporary sensibility for nostalgic yet timeless appeal.
+- **Hallmark motifs with specifications:**
+  - Controlled montage composition: 65-80% canvas coverage with hierarchical character arrangement
+  - Mixed-media layering process: Visible pencil work foundation, paint wash base, colored pencil details, gouache highlights
+  - Heroic portraiture psychology: "Larger than life" character quality capturing personality essence beyond photorealism
+  - Period reinterpretation: Historical art style influences filtered through 1970s-80s commercial sensibility
+  - Warm glowing color palette: Rich detail with attractive warm colors at 3200K-3800K temperature range
+  - Thematic framing devices: Art Deco borders, aged parchment effects, period-appropriate decorative elements
+  - Typography integration: Hand-painted titles as core artistic elements, not overlaid graphics
+- **Period framing:** Golden Age Hollywood nostalgia filtered through 1970s-1980s commercial illustration sophistication.
+- **Tone Tag:** Nostalgic heroism, warm adventure, period glamour with contemporary appeal.
+- **Production Era Authenticity:** 1970s-80s improved offset printing - higher quality halftone screens 150+ LPI, better color registration, coated paper stock.
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+**Mixed-Media Process Anchors:**
+
+- **Foundational pencil work:** Detailed preliminary drawings with "extraordinary" and "frenzied" pencil technique visible in final piece
+- **Paint wash base layers:** Thin watercolor/acrylic glazes establishing foundational color fields and atmospheric effects
+- **Colored pencil refinement:** Prisma pencil-style detail work over painted areas, building texture and form definition
+- **Gouache finishing details:** Opaque highlights, final refinements, and precise detail work completing illustration
+- **Back-and-forth process:** Iterative layering between drawing and painting mediums until desired richness achieved
+
+**Portrait Construction Anchors:**
+
+- **Heroic character psychology:** "Larger than life" quality with heroic, even cartoonish vitality transcending photorealism
+- **Personality essence capture:** Portraits convey specific intended qualities (timeless glamour, adventure spirit, period character)
+- **Anatomical foundation accuracy:** Solid draftsmanship underlying stylistic interpretation, perfected through "voluminous sketches"
+- **Period-appropriate styling:** Costumes, hairstyles, and characterization authentic to historical setting
+- **Facial structure emphasis:** Strong jawlines, expressive eyes, confident poses supporting heroic interpretation
+
+**Color Strategy Anchors:**
+
+- **Warm glowing palette dominance:** Rich oranges, golds, warm browns creating 3200K-3800K color temperature
+- **Strategic lighting variation:** Dramatic contrast for adventure (high key) vs. mysterious moods (low key/monochromatic)
+- **Period color psychology:** 1930s adventure serial warmth, Art Deco sophistication, Golden Age Hollywood glamour
+- **Atmospheric color gradation:** Smooth color transitions created through airbrush technique and paint glazing
+- **Accent color placement:** Strategic bright color highlights directing attention to key story elements
+
+**Compositional Anchors:**
+
+- **Controlled montage hierarchy:** Primary hero figure 40-50% visual weight, supporting characters scaled proportionally
+- **Thematic framing device integration:** Art Deco borders, aged parchment, period-appropriate decorative elements enhancing narrative
+- **Dynamic breaking-frame technique:** Key elements extending beyond framing boundaries for visual dynamism
+- **Layered storytelling depth:** Multiple compositional planes suggesting world depth and mythological scope
+- **Character interaction flow:** Montage elements arranged to guide eye through narrative relationships
+
+**Scale Hierarchy:** Primary hero 40-50% visual weight, secondary characters 20-30%, environmental elements 10-15%, typography 15-25% **Material Authenticity:** Visible mixed-media process with drawing/painting interaction characteristics **Period Consistency:** All elements reflect 1970s-80s commercial illustration sophistication with period subject accuracy **Production Method:** High-quality offset printing 150+ LPI, improved color registration typical of period advancement **Canvas Adaptation:** Composition optimized for 2:3 vertical format with integrated typography and framing devices
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**Period Accuracy Requirements:** Historically authentic costuming reflecting specific time period settings
+
+- **1930s adventure:** Leather jackets, safari wear, period-appropriate hats and accessories
+- **Medieval/fantasy:** Historically accurate armor, robes, weapons with attention to period detail
+- **Art Deco sophistication:** 1920s-30s formal wear, elegant gowns, period hairstyles and accessories
+- **Victorian/Edwardian:** Historically accurate period dress with attention to silhouette and detail
+
+**Character Hierarchy Costuming:**
+
+- **Hero costumes:** Iconic, memorable outfits supporting "larger than life" character psychology
+- **Supporting character variation:** Period-accurate costumes scaled to character importance in montage
+- **Color coordination:** Costume colors supporting overall warm palette and visual hierarchy
+- **Accessory integration:** Props and accessories as storytelling elements within controlled montage
+
+**Fabric and Detail Rendering:**
+
+- **Mixed-media texture indication:** Leather, fabric, metal textures achieved through colored pencil over paint base
+- **Period construction accuracy:** Authentic historical garment construction and silhouettes
+- **Heroic costume enhancement:** Slightly idealized proportions supporting larger-than-life character quality
+- **Weathering and authenticity:** Appropriate aging and wear patterns for adventure/period contexts
+
+**YAML Prop Integration:**
+
+```yaml
+adventure_props:
+  1930s_serial: [fedora_hat, leather_jacket, whip, revolver, treasure_map, compass, binoculars]
+  fantasy_medieval: [sword, shield, armor_pieces, magical_artifacts, scrolls, jeweled_items]
+  art_deco_sophistication: [champagne_glass, cigarette_holder, pocket_watch, elegant_jewelry, formal_gloves]
+
+period_weapons:
+  adventure: [period_revolvers, hunting_rifles, knives, rope, torches]
+  fantasy: [medieval_swords, battle_axes, crossbows, magical_staffs, ancient_artifacts]
+  mystery: [magnifying_glass, pocket_watch, vintage_cameras, detective_tools]
+
+environmental_elements:
+  settings: [castle_architecture, train_interiors, exotic_locations, period_cityscapes]
+  atmospheric: [mysterious_fog, dramatic_lighting, period_vehicles, architectural_details]
+```
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2):**
+
+- "photographic composition", "digital smoothing", "uniform illustration technique", "modern digital effects"
+- "flat character interpretation", "generic portraiture", "photorealistic accuracy over personality"
+- "monochromatic color schemes", "cold color temperatures", "harsh digital lighting"
+- "simple single-medium techniques", "lack of visible drawing process", "digital painting simulation"
+- "generic montage arrangement", "equal character weighting", "lack of visual hierarchy"
+- "modern costume anachronisms", "contemporary styling in period pieces"
+
+**Canvas Positives (≥2):**
+
+- "exactly 2:3 ratio", "recomposed for movie poster format"
+- "controlled montage 65-80% coverage", "hierarchical character arrangement"
+- "mixed-media layering visible", "pencil foundation with paint wash refinement"
+- "heroic larger-than-life character psychology", "personality essence capture"
+- "warm glowing color palette 3200K-3800K temperature", "period-appropriate color psychology"
+- "thematic framing device integration", "hand-painted typography elements"
+- "period costume accuracy with idealized proportions", "nostalgic yet timeless appeal"
+
+**Vocabulary warnings:** Avoid "photographic," "realistic," "digital" - emphasize illustration, mixed-media handcraft, and heroic interpretation.
+
+------
+
+### 7) Composition & Background
+
+**2:3 POSTER COMPOSITION REQUIREMENTS:**
+
+- **Controlled montage dominance:** 65-80% canvas coverage with hierarchical character arrangement
+- **Typography integration zones:** 15-25% positioned to support overall composition flow
+- **Thematic framing enhancement:** Period-appropriate decorative borders when narrative-supporting
+
+**Amsel-Specific Composition:**
+
+- **Primary hero prominence:** Central figure occupying 40-50% visual weight with heroic pose and larger-than-life psychology
+- **Supporting character hierarchy:** Secondary characters arranged by story importance, scaled proportionally
+- **Dynamic frame-breaking:** Key elements extending beyond borders for visual excitement and depth illusion
+- **Period atmosphere integration:** Environmental elements supporting historical setting without overwhelming character focus
+- **Narrative flow guidance:** Compositional arrangement directing viewer attention through story relationships
+
+**Layered Storytelling Technique:**
+
+- **Foreground hero establishment:** Primary character as immediate focal point with maximum detail rendering
+- **Middle-ground character integration:** Supporting cast woven into composition with appropriate scale relationships
+- **Background environmental suggestion:** Period-appropriate settings and atmospheric elements establishing context
+- **Mythological depth creation:** Multiple visual planes suggesting larger world and story scope
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Mixed-media illustration board with visible hand-crafted process characteristics
+- **Frame/Band Integration:** Thematic framing devices (Art Deco, aged parchment, period borders) when narrative-appropriate
+- **Production Context:** 1970s-80s high-quality offset printing with improved color registration and paper stock
+- **Ratio Enforcement Anchor:** All compositional elements designed specifically for 2:3 vertical movie poster format
+
+------
+
+### 8) Typography & Text Integration
+
+**Typography REQUIRED as integrated design element**
+
+**2:3 POSTER-APPROPRIATE ZONES:**
+
+- **Title integration:** 15-20% visual weight, hand-painted as core artistic element within composition
+- **Credits hierarchy:** 5-10% positioned to support overall design flow without competing with montage
+- **Period typography authenticity:** Font selection and styling appropriate to historical setting
+
+**Hand-Painted Typography Requirements:**
+
+- **Integration as artistic element:** Titles hand-painted into composition, not overlaid as separate graphics
+- **Period style authenticity:** Typography reflecting historical period of film setting (Art Deco for 1930s, Medieval for fantasy)
+- **Custom letterform design:** Each title treatment unique to specific film's artistic requirements
+- **Compositional harmony:** Typography supporting and enhancing overall montage organization
+
+**Copy limits:**
+
+- **Title:** Hand-painted custom lettering integrated into thematic framing or composition flow
+- **Credits:** Essential cast and crew, maximum 15 elements hierarchically organized
+- **Tagline:** Period-appropriate promotional copy when thematically relevant
+
+**Font recommendation:**
+
+- *Period-specific custom lettering based on historical typography. 1930s: Art Deco influence. Medieval: Gothic/Uncial inspiration. Victorian: Ornate serif treatments. All hand-drawn integration, never digital fonts.*
+
+**Format-Specific Rules:**
+
+- **Movie poster mode:** Mandatory 2:3 vertical, title treatment as integral artistic component
+- **Typography atmosphere:** Letterforms supporting period mood and adventure/mystery/romance genre
+- **Viewing distance:** Theater lobby impact requiring clear hierarchy and readability
+- **Commercial effectiveness:** Typography enhancing rather than competing with heroic character portraiture
+
+**Production Integration:** Typography rendered with high-quality 1970s-80s offset printing characteristics - sharp letterforms, accurate color registration, coated paper stock quality matching illustration sophistication.
+
+---
+
+# Robert McGinnis
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications ("1.3:1 facial ratio", "15° eyebrow arch", "30% fabric reflectivity") override descriptive language ("elongated", "arched", "shiny").
+- **Process-Over-Result Priority:** How gouache paint is applied supersedes visual appearance descriptions.
+- **Custom Flag Authorization:** McGinnis-specific flags permitted when standard options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate deliberately uncomfortable or challenging aesthetics when historically accurate.
+- **Face-Treatment Flags:** `gouache-opaque`, `brush-loaded-single-stroke`, `hard-edge-commercial`, `flesh-tone-layered`, `highlight-pink-undertone`
+- **Pose Flags:** `contrapposto-15-30-degrees`, `power-stance-female`, `candid-motion-frozen`, `psychological-tension`
+- **Canvas Control Flags:** `strict-reframe`, `format-native`
+- **Media Hybrid Flag:** `gouache-airbrush-combination`
+- **Material Physics Authority:** Gouache opacity, brush economy, and commercial printing limitations override aesthetic preferences.
+- **Scale-Dependent Technique:** Movie poster viewing distance (6-foot minimum) affects brushwork precision and detail hierarchy.
+- **Commercial Production Authenticity:** 1960s-1980s lithographic printing methods take precedence over modern interpretations.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; original Bond-style characters only.
+- **Age & wardrobe guardrail:** Adults only; sophisticated evening wear emphasis.
+- **Gender expression:** Respect McGinnis archetypes.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic gouache characteristics with visible brush direction.
+- **Period Production Authenticity:** 1960s-1980s offset lithography with 4-color process limitations, 150 LPI halftone screens, color registration drift ±0.5mm.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+- **Failure Mode Flags:** Avoid anime drift, HDR smoothing, digital perfection, Instagram effects.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Redraw in **Robert McGinnis movie poster gouache style** for **1960s-1980s commercial lithographic poster**.
+- Identity via silhouette/gesture/expression following McGinnis archetype specifications.
+- **IP Safeguard Declaration:** Create original spy thriller characters avoiding copyrighted James Bond elements, use generic formal wear and evening gowns.
+- Declare **Face-Treatment Flag:** `gouache-opaque`
+- Declare **Pose Flag:** `contrapposto-15-30-degrees`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** McGinnis commercial illustration techniques override photographic realism.
+- **Mode Selector:** Movie poster with hierarchical star placement.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:** `2:3` (standard movie poster format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Strict recomposition for 2:3 format with hierarchical character placement
+- **Spatial Allocation:** Primary figure 50-70% canvas height, positioned for hierarchical star billing; secondary characters at 20-30% scale in supporting positions
+- **Background Treatment:** Predominantly clean white space with selective narrative elements positioned behind primary figures, occupying maximum 30% of canvas
+- **Format Justification:** 2:3 ratio serves movie poster tradition with optimal lobby display proportions and text zone allocation
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Mid-century American commercial illustration, gouache tradition, pulp fiction aesthetics, James Bond poster legacy
+- **Medium/Production method:** Gouache on illustration board with brush economy, transferred to 4-color offset lithography at 150 LPI, newsprint poster stock with 15% ink absorption
+- **Thematic purpose:** Commercial movie marketing combining sophistication with mass appeal
+- **Hallmark motifs:**
+  - Male protagonist visual dominance in male-led films (largest scale, central positioning, forward placement)
+  - Impossibly tall female supporting figures (8.5-head proportions) positioned around male leads
+  - Selective background strategy: clean white space (70%) with strategic narrative vignettes behind figures (30% canvas maximum)
+  - Saturated jewel tone palette for clothing against neutral backgrounds
+  - Hard-edged commercial brush technique with crisp silhouettes
+- **Period framing:** 1960s-1980s commercial illustration golden age
+- **Tone Tag:** Sophisticated pulp glamour
+- **Production Era Authenticity:** Pre-digital era commercial printing with characteristic color registration drift, visible halftone dots, and ink bleed limitations
+
+------
+
+### 4) Technical Execution
+
+- **Line quality:** Hard-edged gouache strokes with visible brush direction, no feathering, 2-3mm average stroke width
+- **Color mixing methods:** Opaque layering technique, no transparent washes, pink flesh tone highlights over peach base (#FFCBA4 base + #FFB6C1 highlights)
+- **Texture specifications:** Smooth gouache surface with 1mm paint thickness, brush texture visible in original but flattened in lithographic reproduction
+- **Edge treatment:** Clean color separations with minimal blending, hard transitions between light and shadow planes
+- **Stroke economy:** Maximum 3 strokes per flesh tone area, directional consistency following form structure
+- **Color depth measurements:** 85% saturation for evening wear, 60% for casual clothing, 30% reflectivity on satin surfaces
+- **Detail hierarchy:** Primary faces at 100% detail, secondary characters at 60% detail, background elements at 30% detail
+- **Material simulation:** Gouache opacity characteristics with no transparency effects
+- **Pose Anchors:** Female contrapposto with 15-30° weight shift, male figures with 90° shoulder alignment, direct eye contact at 0° deviation
+- **Scale Hierarchy Anchor:** Female figures at 1.3:1 facial length-to-width ratio, male figures at 1.2:1 ratio, 25% oversized eyes for commercial appeal
+- **Material Authenticity Anchor:** Authentic gouache brush marks with commercial illustration precision, no digital simulation
+- **Period Consistency Anchor:** 1960s-1980s commercial art standards with lithographic printing limitations
+- **Production Method Anchor:** 4-color process separation with ±0.5mm registration tolerance, 150 LPI screen patterns
+- **Canvas Adaptation Anchor:** 2:3 movie poster composition with hierarchical star billing layout
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+- **Wardrobe tracks:** Adult sophisticated formal wear - tuxedos with black tie precision, evening gowns with period-accurate silhouettes (1960s A-line, 1970s halter, 1980s shoulder emphasis)
+
+- **Fabric behavior:** Heavy satin drape at 45° fold angles, matte wool at 60° fold angles, period synthetic blend characteristics with limited stretch
+
+- **Accessory caps:** Elaborate 3-4 items - diamond jewelry, formal watches, cigarette holders, champagne glasses
+
+- **Color palette:** Evening wear at 85% saturation (emerald #50C878, sapphire #0F52BA, ruby #E0115F), formal wear in classic black/white with metallic accents
+
+- **Wardrobe variation required:** Cycle through period-appropriate formal palette - no identical evening gown colors between female characters
+
+- **Props:** 1 hero prop (weapon, cigarette holder, jewelry) + 1 micro atmospheric item (vehicle silhouette, architectural element) maximum
+
+- **Coherence filter:** All elements support 1960s-1980s sophisticated thriller/romance; fallback = clean formal scene
+
+- **YAML prop pools:**
+
+  ```yaml
+  hero_props: [golden_pistol, cigarette_holder, diamond_tiara, pearl_necklace, martini_glass, leather_gloves]luxury_items: [tiffany_jewelry_box, champagne_flute, silk_scarf, evening_purse]vehicles: [sports_car_silhouette, helicopter_outline, yacht_background, city_skyline]architectural: [skyscraper_outline, bridge_silhouette, casino_interior, hotel_balcony]
+  ```
+
+------
+
+### 6) Constraints
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "unmodified framing"
+  - "photographic realism", "digital smoothing", "modern poster design"
+  - "watercolor transparency", "oil paint texture", "acrylic flatness"
+  - "anime proportions", "manga styling", "cartoon simplification"
+- **Canvas Positives (≥2):**
+  - "exactly 2:3 ratio", "recomposed for movie poster format"
+  - "gouache opacity with 1mm paint thickness", "brush direction visible in flesh tones"
+  - "1960s-1980s lithographic printing with 150 LPI halftone screens"
+  - "±0.5mm color registration drift authentic to period offset printing"
+- **Vocabulary warnings:** Avoid "sophisticated," "professional," "quality" - use "commercial," "lithographic," "mass-market." Avoid "harmonious" - use "calculated commercial appeal."
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Movie Poster):**
+
+- Vertical emphasis with primary character dominating 70% of canvas height
+- Hierarchical staging with star billing visual hierarchy
+- Title treatment zone reserved in bottom 25% of composition
+
+**MCGINNIS-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Slight low-angle view (5-10° below eye level) for heroic presentation
+- **Grid/symmetry:** Asymmetrical balance with primary figure offset to golden ratio position (38% from left edge)
+- **Figure hierarchy:** Male protagonist dominance in male-led films through largest scale (40-50% canvas height), central positioning, or forward placement
+- **Background Strategy:** Predominantly clean white space (70%) with selective narrative vignettes positioned behind primary figures, occupying maximum 30% of canvas
+- **Lighting logic:** Single key light source from upper left (45° angle), creating consistent shadow patterns across all elements
+- **Silhouette Treatment:** Hard-edged figure boundaries with crisp color separations, no atmospheric blending
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Commercial poster stock with 15% ink absorption characteristics, lobby display context
+- **Frame/Band Anchor:** Omit entirely - no decorative borders outside canvas edge
+- **Production Context Anchor:** 1960s-1980s offset lithography with period-appropriate color limitations and halftone visibility
+- **Ratio Enforcement Anchor:** All compositional elements designed specifically for 2:3 movie poster format with hierarchical star placement
+
+------
+
+### 8) Typography & Text Integration
+
+- **Binary:** Allow text integration
+- **Ratio-Appropriate Zones:** Movie poster layout optimized for 2:3 format with title treatment in bottom 25%, star billing in top 15%
+- **Copy limits:** ≤3 words for title, ≤7 star names positioned for 2:3 ratio with hierarchical sizing
+- **Period-Appropriate Typography:** 1960s-1980s movie poster typography with phototypesetting characteristics
+- **Font recommendation:** Closest Google Font: Bebas Neue (Futura Bold Condensed analog, 80%). Better: Franklin Gothic Extra Condensed for title treatments
+- **Format-Specific Text Rules:** Movie poster mode with mandatory title treatment, star billing hierarchy, and production credits in standard positions
+- **Historical accuracy:** Typography must match 1960s-1980s movie poster conventions with period phototypesetting limitations
+- **Production Method Integration:** Typography rendered with period offset lithography characteristics including slight ink spread and registration tolerance
+
+---
+
+# Drew Struzan
+
+**Version:** 1.0
+ **Purpose:** Authentic reproduction of Drew Struzan's cinematic poster illustration technique based on visual evidence analysis of 10 canonical examples (1985-2005 period). Enforces his signature montage composition, mixed-media layering method, and atmospheric color palette.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always compose for `2:3` aspect ratio (standard movie poster format) - ignore source image dimensions.
+- **Style over likeness:** Identity via warm portraiture and heroic gesture/expression, not photographic accuracy.
+- **Technical Measurement Authority:** Quantitative specifications ("60% background coverage", "3-4mm gesso texture", "40% character size differential") override descriptive language.
+- **Process-Over-Result Priority:** Mixed-media layering sequence (gesso → pencil → paint → airbrush → colored pencil highlights) supersedes visual appearance descriptions.
+- **Struzan-Specific Flags (choose one Face-Treatment):**
+  - *Core Technique:* `airbrushed-base-colored-pencil-highlights`, `gesso-tooth-foundation`, `warm-portrait-modeling`, `atmospheric-background-integration`
+  - *Character Rendering:* `heroic-gesture-emphasis`, `warm-skin-lilac-shadows`, `sharp-pencil-highlights`, `midtone-sculptural-modeling`
+  - *Background Treatment:* `organic-spatter-texture`, `amber-orange-gradients`, `atmospheric-depth-layers`, `montage-scene-integration`
+- **Pose Flags:** `heroic-gesture`, `power-stance`, `romantic-embrace`, `action-frozen`, `contemplative-gaze`
+- **Canvas Control Flag:** `strict-reframe` (always 2:3 movie poster format)
+- **Production Authenticity:** 1980s-1990s poster printing methods with halftone dots and slight registration drift
+- **Material Physics Authority:** Gesso texture foundation, airbrush smoothness, colored pencil highlight precision
+- **Scale-Dependent Technique:** Theatrical poster viewing distance affects detail hierarchy and contrast requirements
+- **Quantifiers authoritative:** All numeric specifications are exact targets
+- **Text policy:** Only render text if Section 8 authorizes with period-appropriate movie poster typography
+- **Safety/IP:** No real actor likenesses; no trademarked logos; original character designs
+- **Age & wardrobe guardrail:** All characters adult presentation; heroic costume design
+- **Material authenticity:** Authentic airbrush gradients with colored pencil highlights - no digital photo effects or modern post-processing
+- **Period Production Authenticity:** 1980s-1990s offset printing with characteristic halftone patterns and ±1mm registration tolerance
+- **Composition boundaries:** No frames outside canvas; integrate typography organically into atmospheric backgrounds
+- **Failure Mode Flags:** Avoid digital painting smoothness, avoid photographic realism, avoid modern digital gradients
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (movie poster format) - ignore source image dimensions completely.
+- Redraw in **Drew Struzan cinematic poster illustration style** for **theatrical one-sheet poster**.
+- Identity via heroic portraiture, warm atmospheric modeling, and dramatic gesture.
+- **IP Safeguard Declaration:** Create original heroic character designs avoiding real actor likenesses and trademarked costume elements.
+- Declare **Face-Treatment Flag:** `airbrushed-base-colored-pencil-highlights`
+- Declare **Pose Flag:** `heroic-gesture`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Mixed-media illustration technique over photographic realism.
+- **Mode Selector:** Theatrical poster (hero-focused montage composition).
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `2:3` (theatrical movie poster standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend atmospheric background to fill vertical poster format
+- **Spatial Allocation:**
+  - Main character portrait: 35-45% of canvas height, positioned upper-center
+  - Supporting characters: 20-30% height, flanking main character
+  - Action scene integration: 25-35% background coverage, lower third
+  - Atmospheric sky/space: 40-50% upper background
+- **Background Treatment:** Seamless airbrush gradient transition from warm amber (center) to deep space blue/purple (edges)
+- **Format Justification:** 2:3 ratio optimizes character hierarchy and theatrical poster readability from theater lobby distance
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Golden Age Hollywood poster art, Norman Rockwell portraiture, classical academic painting, 1980s airbrush commercial art
+- **Medium/Production method:** Mixed-media on gessoed illustration board - pencil foundation, acrylic paint darks, airbrush color layers, Prismacolor colored pencil highlights and details
+- **Thematic purpose:** Heroic adventure cinema marketing - promise wonder, excitement, and larger-than-life characters
+- **5 hallmark motifs with quantifications:**
+  1. **Montage character portraits:** 3-5 characters with 40% size differential between hero and supporting cast
+  2. **Warm atmospheric backgrounds:** 60-70% amber/orange gradient coverage with 20-30% deep blue space
+  3. **Organic spatter texture:** 15-25% surface coverage using typewriter brush technique
+  4. **Sharp colored pencil highlights:** 2-3mm wide white accents over warm airbrush base
+  5. **Integrated action scenes:** 25-35% dramatic scene overlay at 40% transparency behind character portraits
+- **Period framing:** Peak Hollywood blockbuster era (1980s-1990s) when practical effects and earnest heroism defined adventure cinema
+- **Tone Tag:** Optimistic adventure, nostalgic wonder, heroic aspiration
+- **Production Era Authenticity:** Pre-digital poster era printing with halftone dot patterns and slight color registration drift
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Gesso Foundation Anchor:** 2-3mm thick gesso texture applied with palette knife creating organic "tooth" surface for pencil adhesion
+- **Three-Tone Composition Anchor:** Simplified value structure - 30% black darks, 50% warm midtones, 20% bright highlights
+- **Airbrush Gradient Anchor:** Smooth color transitions covering 60-80% background area with visible overspray texture at edges
+- **Colored Pencil Highlight Anchor:** Sharp 1-2mm white Prismacolor pencil strokes applied over airbrush areas, catching gesso texture peaks
+- **Organic Spatter Anchor:** Black paint spatter using typewriter cleaning brush covering 10-20% surface with 0.5-2mm droplet sizes
+- **Character Scale Hierarchy Anchor:** Main character 40-50% larger than supporting characters, positioned 10-15% above canvas center
+- **Warm Skin Modeling Anchor:** Peach/amber base tones with lilac/purple shadow areas, enhanced 20% warmer than photographic reference
+- **Atmospheric Integration Anchor:** Background elements blend seamlessly into character edges using 10-15mm soft airbrush transitions
+- **Registration Tolerance Anchor:** Slight color separation drift ±1mm to simulate period offset printing limitations
+- **Fixative Layer Anchor:** Workable fixative spray between pencil and airbrush stages allowing subsequent colored pencil highlights
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**Wardrobe tracks:** Heroic adventure costume design (adult presentation)
+
+- **Fabric behavior:** Leather jackets with worn patina, flowing capes with dramatic drape, practical adventure gear with lived-in authenticity
+- **Color palette restrictions:** Earth tones, warm browns, deep blues, avoiding bright primaries except for hero accent colors
+- **Wardrobe variation required:** Cycle through adventure archetypes - pilot jackets, wizard robes, space pilot uniforms, safari gear
+- **Props:** 1-2 genre-appropriate signature items (≤2 total) with thematic coherence
+- **Coherence filter:** All elements must match specific film genre; fallback = clean character presentation
+
+**GENRE-SPECIFIC PROP POOLS:**
+
+```yaml
+sci_fi_adventure: [ray_gun, spacecraft, time_device, alien_artifact, futuristic_gadget]
+fantasy_adventure: [enchanted_sword, magic_wand, crystal_orb, ancient_scroll, mystical_amulet] 
+action_adventure: [whip, fedora, treasure_map, rope, expedition_gear]
+space_opera: [lightsaber, blaster, hologram_projector, spacecraft, alien_technology]
+comedy_adventure: [everyday_objects_as_props, civilian_items, mundane_equipment]
+horror_thriller: [scientific_equipment, survival_gear, communication_device, weapons]
+```
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "photographic realism"
+- "digital painting smoothness", "modern gradient effects", "harsh artificial lighting"
+- "geometric perfection", "clinical cleanliness", "flat color application"
+
+**Canvas Positives (≥2):**
+
+- "exactly 2:3 movie poster ratio", "recomposed for theatrical format"
+- "gesso texture foundation with 2-3mm tooth", "airbrush gradient base with colored pencil highlights"
+- "warm amber atmospheric backgrounds", "organic spatter texture patterns"
+- "1980s offset printing characteristics with halftone dots"
+
+**Vocabulary warnings:** Avoid "ornate," "elaborate" for background elements. Avoid "harsh," "clinical," "digital" for technique descriptions.
+
+------
+
+### 7) Composition & Background
+
+**2:3 POSTER-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **Vertical emphasis:** Character portraits dominate upper 60% of canvas
+- **Hierarchical staging:** Main character 35-45% canvas height, supporting characters 20-30%, action scenes 25-35% background integration
+- **Atmospheric depth:** 4-layer background system - deep space/sky (back), atmospheric glow (mid-back), action scene integration (mid-front), character portraits (front)
+
+**STRUZAN-SPECIFIC COMPOSITION:**
+
+- **Montage perspective:** Multiple character portraits at varying scales arranged in triangular composition
+- **Atmospheric integration:** Seamless blending between character edges and background using 10-15mm airbrush transitions
+- **Warm gradient logic:** Center-bright (amber/orange) radiating to edge-dark (blue/purple) with 60-70% warm tone coverage
+- **Action scene overlay:** Dramatic moment from story integrated at 40% transparency behind character portraits
+- **Organic texture distribution:** Spatter patterns concentrated in atmospheric areas, avoided in character faces
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Gessoed illustration board with organic texture suitable for mixed-media layering
+- **Frame/Band Anchor:** Omit entirely - integrate typography organically into atmospheric backgrounds
+- **Production Context Anchor:** 1980s-1990s offset poster printing with halftone patterns and registration tolerance
+- **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 theatrical poster format with lobby viewing distance optimization
+
+------
+
+### 8) Typography & Text Integration
+
+**Binary:** Allow (essential for movie poster format)
+
+**Typography specifications:**
+
+- **2:3 Poster Layout:** Title positioned lower third, 15-20% canvas height, with atmospheric background integration
+- **Copy limits:** Movie title + 3-4 key credits maximum, positioned for 2:3 ratio readability
+- **Period-Appropriate Typography:** 1980s-1990s movie poster fonts with dimensional effects and edge lighting
+- **Font recommendation:** *Closest match: Cinzel (classical carved feel). Better: Trajan Pro or custom carved dimensional lettering.*
+- **Integration method:** Typography emerges from atmospheric backgrounds using airbrush glow effects and colored pencil edge highlights
+- **Production limitations:** Halftone dot patterns in solid color areas, slight registration drift in multi-color text effects
+- **Hierarchy:** Title dominates (15-20% canvas height), credits integrated subtly into lower atmospheric areas
+- **Viewing distance:** Typography sized for 10-foot theater lobby readability
+
+**Historical accuracy:** Typography rendered with period offset printing characteristics including halftone patterns and ±1mm registration tolerance.
+
+---
+
+# John Alvin
+
+**Version:** 1.0
+ **Purpose:** Authentic reproduction of John Alvin's "Alvinesque" cinematic poster illustration technique based on visual evidence analysis of 10 canonical examples (1974-2008 period). Enforces his signature symbolic minimalism, "thick light" atmospheric effects, and analog mixed-media process.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always compose for `2:3` aspect ratio (standard movie poster format) - ignore source image dimensions.
+- **Style over complexity:** Single powerful symbolic concept over character montages or busy compositions.
+- **Technical Measurement Authority:** Quantitative specifications ("6-inch airbrush distance", "80% atmospheric coverage", "15-degree light beam angles") override descriptive language.
+- **Process-Over-Result Priority:** Analog mixed-media sequence (illustration board → pencil → airbrush acrylic → frisket masking → colored pencil details) supersedes visual appearance descriptions.
+- **Alvin-Specific Flags (choose one Face-Treatment):**
+  - *Core Technique:* `airbrush-thick-light`, `frisket-hard-edges`, `symbolic-minimalism`, `mystical-atmosphere`
+  - *Character Rendering:* `silhouette-emphasis`, `rim-backlighting`, `emotional-gesture`, `minimal-facial-detail`
+  - *Background Treatment:* `volumetric-lighting`, `atmospheric-gradients`, `single-concept-focus`, `analog-texture-preservation`
+- **Pose Flags:** `contemplative-silhouette`, `symbolic-gesture`, `romantic-embrace`, `mystical-reaching`, `vulnerable-isolation`
+- **Canvas Control Flag:** `strict-reframe` (always 2:3 movie poster format)
+- **Production Authenticity:** 1980s-1990s analog illustration techniques with visible mixed-media characteristics
+- **Material Physics Authority:** Airbrush smoothness, frisket masking precision, illustration board texture
+- **Scale-Dependent Technique:** Theater lobby viewing distance affects atmospheric detail and symbolic clarity
+- **Quantifiers authoritative:** All numeric specifications are exact targets
+- **Text policy:** Only render text if Section 8 authorizes with period-appropriate movie poster typography
+- **Safety/IP:** No real actor likenesses; original symbolic character designs
+- **Age & wardrobe guardrail:** All characters adult presentation; timeless costume design
+- **Material authenticity:** Authentic airbrush gradients with analog mixed-media layering - no digital smoothing or modern post-processing
+- **Period Production Authenticity:** Pre-digital poster era with characteristic analog illustration imperfections and registration tolerance
+- **Composition boundaries:** No frames outside canvas; integrate typography organically into atmospheric lighting
+- **Failure Mode Flags:** Avoid digital painting smoothness, avoid photographic realism, avoid character montage complexity
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (movie poster format) - ignore source image dimensions completely.
+- Redraw in **John Alvin symbolic poster illustration style** for **theatrical one-sheet poster**.
+- Identity via symbolic gesture, atmospheric mood, and emotional resonance rather than facial detail.
+- **IP Safeguard Declaration:** Create original symbolic character designs avoiding real actor likenesses and trademarked elements.
+- Declare **Face-Treatment Flag:** `airbrush-thick-light`
+- Declare **Pose Flag:** `contemplative-silhouette`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Analog mixed-media illustration technique over digital or photographic approaches.
+- **Mode Selector:** Symbolic poster (single powerful concept with mystical atmosphere).
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `2:3` (theatrical movie poster standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend atmospheric background to fill vertical poster format while preserving central symbolic image
+- **Spatial Allocation:**
+  - Central symbolic element: 40-60% of canvas area, positioned in golden ratio intersection
+  - Atmospheric background: 60-80% coverage with volumetric lighting effects
+  - Typography zone: Lower 20% with organic integration into atmospheric lighting
+  - Negative space: 30-40% to emphasize symbolic clarity
+- **Background Treatment:** Seamless airbrush gradient transition from mystical light source to deep atmospheric colors
+- **Format Justification:** 2:3 ratio optimizes symbolic impact and atmospheric depth for theater lobby viewing distance
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** N.C. Wyeth narrative illustration, Renaissance chiaroscuro, Spielberg cinematic lighting, classical symbolism
+- **Medium/Production method:** Mixed-media on illustration board - pencil foundation, airbrush acrylics, frisket masking, colored pencil details, pastel accents
+- **Thematic purpose:** Create "promise of great experience" through mystical atmosphere and emotional symbolism
+- **5 hallmark motifs with quantifications:**
+  1. **"Thick Light" volumetric effects:** 60-80% atmospheric coverage with visible light beams at 15-30 degree angles
+  2. **Single symbolic concept:** One powerful central image occupying 40-60% canvas area with metaphorical meaning
+  3. **Silhouette emphasis:** Character forms defined by rim lighting with 80-90% backlighting coverage
+  4. **Mystical atmosphere:** Unexplained light sources creating 70-80% warm/cool color temperature contrast
+  5. **Minimal facial detail:** Character identity through gesture and silhouette rather than photographic portraiture
+- **Period framing:** Golden age of analog movie poster illustration (1970s-1990s) before digital dominance
+- **Tone Tag:** Mystical wonder, emotional resonance, symbolic promise
+- **Production Era Authenticity:** Hand-painted analog techniques with characteristic airbrush smoothness and frisket precision
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Illustration Board Foundation Anchor:** 30x40 inch rigid multi-ply paper board providing smooth airbrush surface
+- **Airbrush Distance Anchor:** 6-inch spray distance for soft atmospheric gradients, 2-inch distance for fine detail work
+- **Frisket Masking Anchor:** Self-adhering plastic film creating sharp 90-degree edge transitions between atmospheric and detailed areas
+- **Thick Light Technique Anchor:** Overlapping airbrush passes building volumetric light effects with 70-80% atmospheric density
+- **Back-to-Front Painting Anchor:** Background atmospheric elements painted first, foreground details masked and added sequentially
+- **Symbolic Scale Hierarchy Anchor:** Central symbolic element 40-60% larger than supporting elements, positioned in golden ratio
+- **Warm/Cool Temperature Anchor:** 70-80% color temperature contrast between warm light sources and cool atmospheric backgrounds
+- **Analog Texture Preservation Anchor:** Visible mixed-media characteristics including airbrush overspray patterns and paper board texture
+- **Light Beam Geometry Anchor:** Volumetric light rays at 15-30 degree angles creating mystical atmosphere with measurable perspective
+- **Character Rim Lighting Anchor:** 80-90% backlighting coverage defining silhouettes with 2-3mm highlight edges
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**Wardrobe tracks:** Timeless symbolic costume design (adult presentation)
+
+- **Fabric behavior:** Flowing materials that catch rim lighting effectively - silk, cotton, leather with natural drape
+- **Color palette restrictions:** Muted earth tones, deep blues, warm golds - colors that respond well to atmospheric lighting
+- **Wardrobe variation required:** Cycle through symbolic archetypes - hero, mentor, innocent, mysterious figure
+- **Props:** 1-2 symbolic objects maximum with metaphorical significance to story theme
+- **Coherence filter:** All elements support mystical atmosphere and symbolic meaning; fallback = simple silhouette
+
+**GENRE-SPECIFIC PROP POOLS:**
+
+```yaml
+mystical_fantasy: [magical_lamp, enchanted_mirror, crystal_orb, ancient_book, glowing_artifact]
+romantic_adventure: [wedding_ring, love_letter, red_rose, music_box, vintage_photograph]
+family_adventure: [treasure_map, compass, family_heirloom, childhood_toy, protective_talisman]
+psychological_drama: [broken_mirror, old_photograph, symbolic_key, meaningful_object, memory_trigger]
+horror_thriller: [ominous_box, spider_web, mysterious_container, threatening_shadow, danger_symbol]
+sci_fi_drama: [touching_hands, light_source, communication_device, symbolic_connection, otherworldly_artifact]
+```
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "character montage complexity"
+- "digital painting smoothness", "photographic realism", "harsh artificial lighting"
+- "busy composition", "multiple focal points", "cluttered background elements"
+
+**Canvas Positives (≥2):**
+
+- "exactly 2:3 movie poster ratio", "recomposed for theatrical format"
+- "6-inch airbrush distance atmospheric gradients", "frisket-masked hard edge precision"
+- "thick light volumetric effects with 15-30 degree beam angles", "80-90% backlighting rim emphasis"
+- "analog mixed-media characteristics with visible texture preservation"
+
+**Vocabulary warnings:** Avoid "ornate," "complex," "busy" for compositions. Avoid "harsh," "clinical," "digital" for technique descriptions.
+
+------
+
+### 7) Composition & Background
+
+**2:3 POSTER-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **Vertical emphasis:** Single symbolic element dominance in upper 60% of canvas
+- **Atmospheric staging:** Volumetric lighting effects creating 60-80% background coverage with mystical depth
+- **Golden ratio positioning:** Central symbolic element positioned at mathematical intersection points
+
+**ALVIN-SPECIFIC COMPOSITION:**
+
+- **Single concept focus:** One powerful symbolic image avoiding character montage complexity
+- **Thick light integration:** Volumetric atmospheric effects with visible light beams creating mystical mood
+- **Warm/cool temperature zones:** 70-80% color temperature contrast between light sources and atmospheric backgrounds
+- **Silhouette emphasis:** Character forms defined by rim lighting rather than facial detail
+- **Atmospheric depth layers:** Background-to-foreground sequence with frisket-masked precision
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Illustration board with smooth airbrush-suitable texture providing analog characteristics
+- **Frame/Band Anchor:** Omit entirely - integrate typography organically into atmospheric lighting effects
+- **Production Context Anchor:** 1980s-1990s analog illustration methods with characteristic mixed-media imperfections
+- **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 theatrical poster format with lobby viewing optimization
+
+------
+
+### 8) Typography & Text Integration
+
+**Binary:** Allow (essential for movie poster format)
+
+**Typography specifications:**
+
+- **2:3 Poster Layout:** Title positioned in lower 20% atmospheric zone with organic light integration
+- **Copy limits:** Movie title + director credit maximum, integrated into mystical lighting effects
+- **Period-Appropriate Typography:** 1980s-1990s movie poster fonts with subtle dimensional effects
+- **Font recommendation:** *Closest match: Trajan Pro (classical carved feel). Better: Custom dimensional lettering with airbrush glow effects.*
+- **Integration method:** Typography emerges from atmospheric backgrounds using volumetric light effects and mystical glow
+- **Production limitations:** Analog illustration characteristics with hand-lettered dimensional quality
+- **Hierarchy:** Title emerges from atmospheric lighting (15-20% canvas height), credits integrated subtly
+- **Viewing distance:** Typography sized for 10-foot theater lobby readability with atmospheric enhancement
+
+**Historical accuracy:** Typography rendered with period analog illustration techniques including airbrush glow effects and dimensional hand-lettering characteristics.
+
+------
+
+## Critical Visual Evidence Findings
+
+**Composition Pattern Analysis:**
+
+- 80% feature single powerful central symbolic image (not character montages)
+- 60% avoid complex compositions, focusing on one metaphorical concept
+- 70% include ethereal lighting or atmospheric mystical effects
+- 90% use standard 2:3 movie poster aspect ratio
+
+**"Thick Light" Technical Analysis:**
+
+- Heavy volumetric lighting visible in 80% of examples
+- Light beam angles consistently 15-30 degrees creating perspective depth
+- 60% show visible god rays/atmospheric light beams
+- 70% use strong rim backlighting to define character silhouettes
+
+**Color Temperature Evidence:**
+
+- Consistent warm/cool contrasts in 90% of examples
+- Deep blue atmospheric backgrounds in 60% of posters
+- Golden warm accent lighting in 70% of examples
+- Limited monochromatic palettes focusing emotional mood
+
+**Analog Technique Markers:**
+
+- Smooth airbrush gradients throughout all atmospheric areas
+- Sharp frisket-masked edges contrasting with soft backgrounds
+- Visible mixed-media characteristics preserving analog texture
+- Single symbolic imagery avoiding digital montage complexity
+
+---
+
+# Reynold Brown
+
+**Version:** 1.0
+ **Purpose:** Authentic reproduction of Reynold Brown's 1950s sensationalized movie poster illustration technique based on visual evidence analysis of 13 canonical examples (1951-1970 period). Enforces his signature "lurid gusto," forward-directed energy, and commercial lithographic production constraints.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always compose for standard movie poster formats (27x41 inches primary) - ignore source image dimensions.
+- **Style over subtlety:** Maximum emotional impact and theatrical exaggeration over nuanced or artistic restraint.
+- **Technical Measurement Authority:** Quantitative specifications ("70-80% figure dominance", "3-5x monster scale", "90%+ color saturation") override descriptive language.
+- **Process-Over-Result Priority:** Gouache on artist board → cheap lithographic reproduction sequence supersedes idealized digital rendering.
+- **Brown-Specific Flags (choose one Face-Treatment):**
+  - *Core Technique:* `gouache-broad-brush`, `lurid-color-bombardment`, `forward-thrust-energy`, `lithographic-reproduction`
+  - *Character Rendering:* `archetype-formula`, `explicit-emotionality`, `scale-hierarchy`, `theatrical-exaggeration`
+  - *Background Treatment:* `chaos-celebration`, `destruction-vignettes`, `visible-brushwork`, `commercial-showmanship`
+- **Pose Flags:** `aggressive-forward`, `protective-clinch`, `terrified-screaming`, `monster-menacing`, `romantic-embrace`
+- **Canvas Control Flag:** `strict-reframe` (standard movie poster dimensions)
+- **Production Authenticity:** 1950s-1960s cheap commercial lithography with visible halftone screens and registration drift
+- **Material Physics Authority:** Opaque gouache application with visible brush strokes, no airbrush smoothness
+- **Scale-Dependent Technique:** Drive-in theater and lobby viewing distance affects detail hierarchy and contrast requirements
+- **Quantifiers authoritative:** All numeric specifications are exact commercial targets
+- **Text policy:** Only render text if Section 8 authorizes with hand-drawn illustrative lettering
+- **Safety/IP:** No real actor likenesses; use archetypal character designs
+- **Age & wardrobe guardrail:** Adult presentation with period-appropriate sensational costume design
+- **Material authenticity:** Authentic gouache texture with commercial lithographic reproduction characteristics - no digital smoothing
+- **Period Production Authenticity:** Mass-market poster printing with characteristic imperfections and dot patterns
+- **Composition boundaries:** No frames outside canvas; integrate typography as active illustration elements
+- **Failure Mode Flags:** Avoid airbrush smoothness, avoid digital gradients, avoid subtle emotional restraint
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **27x41 inch ratio** (standard one-sheet format) - ignore source image dimensions completely.
+- Redraw in **Reynold Brown 1950s sensationalized poster illustration style** for **drive-in theater marketing**.
+- Identity via archetypal character formulas and maximum theatrical expression rather than realistic portraiture.
+- **IP Safeguard Declaration:** Create original archetypal character designs following Brown's commercial formulas without real actor likenesses.
+- Declare **Face-Treatment Flag:** `gouache-broad-brush`
+- Declare **Pose Flag:** `aggressive-forward`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Commercial gouache illustration with lithographic reproduction over fine art or digital approaches.
+- **Mode Selector:** Sensational poster (maximum emotional manipulation for ticket sales).
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `27:41` (standard movie one-sheet format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend chaos and destruction backgrounds to fill vertical poster format while preserving forward-thrusting elements
+- **Spatial Allocation:**
+  - Main figures: 70-80% canvas dominance with aggressive positioning
+  - Monsters/threats: 3-5x human scale, breaking picture plane boundaries
+  - Background chaos: 40-60% coverage with destruction vignettes
+  - Typography integration: 15-25% with dynamic overlapping placement
+- **Background Treatment:** Chaotic destruction scenes with visible brush stroke energy and high contrast
+- **Format Justification:** 27x41 ratio optimizes dramatic impact for drive-in theater visibility and lobby display
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Comic strip illustration, pulp paperback covers, commercial showmanship, Cold War anxiety exploitation
+- **Medium/Production method:** Gouache on artist board with broad brush application → cheap commercial lithography reproduction
+- **Thematic purpose:** Maximum commercial impact to "sell tickets" through sensational visual bombardment
+- **5 hallmark motifs with quantifications:**
+  1. **Forward-directed energy:** 60% of compositions show elements breaking picture plane toward viewer
+  2. **Archetypal character formulas:** Damsel (large lips, thin neck, high cheekbones, tattered dress), Monster (3-5x scale, tentacles/scales), Hero (square shoulders, protective stance)
+  3. **Lurid color saturation:** 90%+ intensity with reds, oranges, yellows, electric blues dominating palette
+  4. **Scale hierarchy enforcement:** Male heads 20-30% larger than female heads, monsters 3-5x human scale
+  5. **Chaos celebration:** 40-60% background coverage with destruction vignettes (falling buildings, fleeing crowds)
+- **Period framing:** Post-war drive-in theater era (1951-1970) competing with television for youth audiences
+- **Tone Tag:** Sensational terror, lurid excitement, commercial manipulation
+- **Production Era Authenticity:** Mass-market lithographic printing with characteristic halftone screens and registration imperfections
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Gouache Application Anchor:** Opaque watercolor with broad brush strokes, no airbrush smoothness, visible paint texture throughout
+- **Forward Thrust Geometry Anchor:** 30-45 degree angles for elements breaking picture plane, aggressive foreshortening with measured perspective
+- **Color Saturation Anchor:** 90%+ intensity compensation for lithographic dulling, maximum contrast between foreground and background
+- **Figure Dominance Anchor:** 70-80% canvas coverage by main characters, with monsters at 3-5x human scale measurements
+- **Brushwork Visibility Anchor:** All forms built with confident gouache strokes, no blended smoothness, energetic paint application
+- **Archetypal Scale Anchor:** Male heads 20-30% larger than female heads, monster elements 300-500% human proportions
+- **Lithographic Reproduction Anchor:** Visible halftone dot patterns, ±2mm color registration drift, commercial printing dulling
+- **Emotional Exaggeration Anchor:** All facial expressions at maximum theatrical intensity - terror, determination, passion unmistakable
+- **Chaos Integration Anchor:** 40-60% background destruction with falling buildings, fleeing crowds, explosive action
+- **Typography Interaction Anchor:** Hand-drawn lettering overlapping and embedded within illustration elements
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**Wardrobe tracks:** 1950s archetypal costume design (adult sensational presentation)
+
+- **Fabric behavior:** Tattered and revealing for damsels, practical and heroic for men, exotic and threatening for monsters
+- **Color palette restrictions:** High-contrast primaries and earth tones responding to lurid lighting effects
+- **Wardrobe variation required:** Cycle through period archetypes - scientist, damsel, hero, monster, authority figure
+- **Props:** 1-2 genre-specific objects maximum with clear threat/protection symbolism
+- **Coherence filter:** All elements support maximum dramatic impact and commercial appeal; fallback = clear archetypal presentation
+
+**GENRE-SPECIFIC THEMATIC COHERENCE POOLS:**
+
+```yaml
+sci_fi_horror:
+  props: [ray_gun, laboratory_equipment, alien_artifact, space_helmet, scientific_instrument]
+  wardrobe: [metallic_fabrics, laboratory_coats, space_suits, torn_civilian_clothes]
+  poses: [scientist_investigating, damsel_fleeing_monster, hero_shooting_ray_gun]
+  typography: [futuristic_block_letters, chrome_effects, technological_styling]
+  color_dominance: [electric_blues, acid_greens, metallic_silvers, warning_oranges]
+
+creature_feature:
+  props: [chains, cage, primitive_weapon, torn_clothing, research_notes]
+  wardrobe: [safari_gear, diving_suits, tropical_clothing, primitive_materials]
+  poses: [monster_carrying_damsel, hero_wrestling_creature, crowd_fleeing_terror]
+  typography: [dripping_horror_letters, claw_marks, organic_distortions]
+  color_dominance: [swamp_greens, blood_reds, murky_browns, danger_yellows]
+
+atomic_age:
+  props: [radiation_detector, atomic_symbol, laboratory_flask, protective_gear, warning_sign]
+  wardrobe: [radiation_suits, 1950s_civilian, scientist_coats, military_uniforms]
+  poses: [scientist_warning, family_threatened, authority_investigating]
+  typography: [atomic_age_modern, scientific_precision, government_warnings]
+  color_dominance: [radiation_yellows, atomic_oranges, clinical_whites, danger_reds]
+
+teenage_drama:
+  props: [hot_rod_car, leather_jacket, switchblade, lipstick, cigarette]
+  wardrobe: [leather_jackets, tight_sweaters, rolled_jeans, varsity_letters]
+  poses: [rebellious_stance, romantic_clinch, gang_confrontation, speed_driving]
+  typography: [rebellious_brush_strokes, casual_hand_lettering, youth_energy]
+  color_dominance: [hot_rod_reds, neon_pinks, street_blues, chrome_silvers]
+
+gothic_horror:
+  props: [coffin, skull, raven, ancient_book, candle]
+  wardrobe: [victorian_gowns, formal_suits, cloaks, period_costume]
+  poses: [dramatic_recoiling, protective_embrace, menacing_approach, ritualistic_gesture]
+  typography: [gothic_serifs, dripping_effects, ancient_carving, tombstone_lettering]
+  color_dominance: [cemetery_grays, blood_reds, midnight_blues, candlelight_yellows]
+
+monster_movie:
+  props: [torch, cross, silver_bullet, wooden_stake, holy_water]
+  wardrobe: [peasant_clothing, religious_robes, hunting_gear, period_dress]
+  poses: [vampire_attacking, mob_pursuing, religious_defending, monster_transforming]
+  typography: [classic_horror_dripping, supernatural_distortion, fear_induced_shaking]
+  color_dominance: [supernatural_purples, torch_oranges, moonlight_blues, evil_blacks]
+```
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "artistic subtlety"
+- "airbrush smoothness", "digital gradients", "emotional restraint"
+- "realistic proportions", "quiet compositions", "muted colors"
+
+**Canvas Positives (≥2):**
+
+- "exactly 27x41 movie poster ratio", "recomposed for drive-in theater format"
+- "gouache broad brush application with visible stroke texture", "90%+ color saturation compensation"
+- "aggressive forward-thrust energy breaking picture plane", "70-80% figure dominance with 3-5x monster scale"
+- "cheap lithographic reproduction with halftone dots and ±2mm registration drift"
+
+**Vocabulary warnings:** Avoid "subtle," "refined," "artistic" for approach. Avoid "smooth," "blended," "photographic" for technique descriptions.
+
+------
+
+### 7) Composition & Background
+
+**27x41 POSTER-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **Vertical emphasis:** Main threat/action dominating upper 70% of canvas with forward thrust toward viewer
+- **Commercial staging:** Maximum visual impact optimized for drive-in theater visibility and lobby competition
+- **Archetypal positioning:** Clear character hierarchy with monsters looming over heroes protecting damsels
+
+**BROWN-SPECIFIC COMPOSITION:**
+
+- **Aggressive forward energy:** 60% of major elements breaking picture plane with measurable 30-45 degree thrust angles
+- **Figure-to-ground dominance:** 70-80% canvas coverage by main characters with clear commercial hierarchy
+- **Chaos background integration:** 40-60% destruction vignettes (falling buildings, fleeing crowds, explosive action)
+- **Scale exaggeration logic:** Monsters 3-5x human scale, male heads 20-30% larger than female heads
+- **Theatrical emotionality:** All expressions at maximum intensity - no ambiguous or subtle emotional states
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Artist board suitable for gouache application with commercial reproduction in mind
+- **Frame/Band Anchor:** Omit entirely - integrate typography as active illustration elements within composition
+- **Production Context Anchor:** 1950s-1960s cheap lithographic printing with characteristic mass-market imperfections
+- **Ratio Enforcement Anchor:** All elements composed specifically for 27x41 standard one-sheet format with drive-in viewing optimization
+
+------
+
+### 8) Typography & Text Integration
+
+**Binary:** Allow (essential for commercial movie poster function)
+
+**Typography specifications:**
+
+- **27x41 Poster Layout:** Hand-drawn title integrated dynamically within illustration, not static placement
+- **Copy limits:** Movie title + key star names + tagline maximum, all hand-rendered with genre-specific characteristics
+- **Period-Appropriate Typography:** 1950s custom illustrative lettering with dynamic distortions and genre-specific effects
+
+**Genre-Specific Font Treatments:**
+
+- **Gothic Horror/Creature Features:** Dripping, distressed lettering with angular serifs. *Digital approximation: Creepster or Chiller as starting point.*
+- **Sci-Fi/Atomic Age:** Futuristic block letters with technological effects, chrome-like rendering. *Digital approximation: Orbitron or Exo as starting point.*
+- **Teenage Drama/Crime:** Bold, rebellious hand-lettering with casual brush strokes. *Digital approximation: Bangers or Permanent Marker as starting point.*
+- **Romance/Melodrama:** Elegant script with flowing curves and dimensional shading. *Digital approximation: Dancing Script or Pacifico as starting point.*
+- **Action/Adventure:** Robust block letters with impact effects and dimensional depth. *Digital approximation: Impact or Bebas Neue as starting point.*
+- **Comedy/Satire:** Playful, irregular lettering with bouncy characteristics. *Digital approximation: Fredoka One or Bungee as starting point.*
+
+**All digital approximations require heavy customization with hand-drawn distortions, dimensional effects, and lithographic reproduction characteristics.**
+
+- **Integration method:** Typography overlaps figures, recedes into backgrounds, looms in foregrounds as active compositional elements
+- **Production limitations:** Hand-lettered characteristics with lithographic reproduction imperfections and registration drift
+- **Viewing distance:** Typography sized for drive-in theater screen visibility and lobby impact
+
+**Historical accuracy:** Typography rendered with period hand-lettering techniques showing commercial lithographic reproduction characteristics including halftone patterns and registration tolerance.
+
+------
+
+## Critical Visual Evidence Findings
+
+**Composition Pattern Analysis:**
+
+- 70-80% of canvas dominated by main figures with aggressive forward positioning
+- 60% show elements breaking picture plane toward viewer with measurable thrust angles
+- Monsters consistently rendered at 3-5x human scale for maximum threat impact
+- Male heads consistently 20-30% larger than female heads following studio contract hierarchy
+
+**Archetypal Formula Evidence:**
+
+- Damsels: Large lips, thin necks, high cheekbones, tattered red dresses with shoulder straps
+- Monsters: Green/brown coloring, tentacles/scales, oversized threatening poses dominating composition
+- Heroes: Square shoulders, protective stances, positioned between threat and damsel
+- Clear emotional states: Terror, determination, passion rendered at maximum theatrical intensity
+
+**Technical Production Evidence:**
+
+- Visible gouache brush strokes throughout all areas - no airbrush smoothness detected
+- 90%+ color saturation levels compensating for lithographic reproduction dulling
+- Halftone dot patterns visible in all examples indicating cheap commercial printing
+- ±2mm color registration drift typical of mass-market poster production
+
+**Typography Integration Evidence:**
+
+- All titles appear hand-drawn with dynamic distortions specific to genre
+- Typography overlaps and interacts with illustration elements rather than static placement
+- Horror titles show dripping, angular, otherworldly characteristics
+- Scale and positioning vary dramatically, embedded within artwork composition
+
+---
+
+# Frank McCarthy
+
+**Version:** 1.0
+ **Purpose:** Authentic reproduction of Frank C. McCarthy's commercial movie poster illustration technique (1948-1968) based on visual evidence analysis. Enforces his signature cinematic action, anatomical precision, and sharp-focus dramatic storytelling for Hollywood marketing.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always compose for cinematic aspect ratios (2:3 to 1:2 range) - ignore source image dimensions.
+- **Style over impressionism:** Crystal-clear detail and anatomical precision over atmospheric effects or soft focus.
+- **Technical Measurement Authority:** Quantitative specifications ("60-70% figure dominance", "sharp focus throughout", "specific time-of-day lighting") override descriptive language.
+- **Process-Over-Result Priority:** Oil on canvas with meticulous iterative revision supersedes quick digital rendering approaches.
+- **McCarthy-Specific Flags (choose one Face-Treatment):**
+  - *Core Technique:* `oil-sharp-focus`, `cinematic-poster-composition`, `anatomical-precision`, `dramatic-action-capture`
+  - *Character Rendering:* `gestural-fluid-poses`, `heroic-scale-figures`, `movie-star-heroic`, `action-sequence-freeze`
+  - *Background Treatment:* `environmental-drama`, `natural-lighting-logic`, `action-context`, `cinematic-staging`
+- **Pose Flags:** `gestural-fluid`, `dramatic-action`, `forward-momentum`, `heroic-stance`, `combat-sequence`
+- **Canvas Control Flag:** `strict-reframe` (cinematic movie poster ratios)
+- **Production Authenticity:** 1950s-1960s movie poster illustration with oil painting technique
+- **Material Physics Authority:** Oil paint texture with sharp focus for poster reproduction
+- **Scale-Dependent Technique:** Theater lobby viewing distance affects detail precision and poster impact
+- **Quantifiers authoritative:** All numeric specifications target exact poster composition requirements
+- **Text policy:** Always include typography - essential for movie poster marketing function
+- **Safety/IP:** No real actor likenesses; create original heroic character designs
+- **Age & wardrobe guardrail:** Adult presentation with period-appropriate action/adventure costume design
+- **Material authenticity:** Traditional oil painting technique adapted for poster reproduction - sharp focus, high contrast
+- **Period Production Authenticity:** 1950s-1960s movie poster printing with high-quality color reproduction
+- **Composition boundaries:** Typography integrated within dramatic composition as active design element
+- **Failure Mode Flags:** Avoid soft focus, avoid fine art gallery presentation, avoid static poses
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **cinematic movie poster ratio** (2:3 to 1:2 range) - ignore source image dimensions completely.
+- Redraw in **Frank McCarthy commercial movie poster illustration style** for **Hollywood marketing campaigns**.
+- Identity via dramatic action pose, heroic characterization, and cinematic staging rather than portrait likeness.
+- **IP Safeguard Declaration:** Create original heroic character designs suitable for movie marketing without real actor likenesses.
+- Declare **Face-Treatment Flag:** `oil-sharp-focus`
+- Declare **Pose Flag:** `gestural-fluid`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Commercial movie poster illustration with oil painting foundation over digital or photographic approaches.
+- **Mode Selector:** Cinematic action poster (dramatic storytelling for movie marketing).
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**COMMERCIAL MOVIE POSTER RATIOS (choose one):**
+
+- `2:3` (standard movie poster)
+- `3:4` (action poster format)
+- `1:2` (panoramic action sequence)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend dramatic action environment to fill movie poster format while preserving heroic figure positioning
+- **Spatial Allocation:**
+  - Action heroes: 60-70% canvas dominance with dynamic positioning
+  - Environmental drama: 30-40% providing action context and scale
+  - Typography integration: 15-25% embedded within composition flow
+  - Negative space: Minimal - optimized for poster marketing impact
+- **Background Treatment:** Sharp-focus environmental detail supporting action narrative with specific lighting
+- **Format Justification:** Cinematic ratios optimize dramatic storytelling for theater lobby display and newspaper advertising
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** N.C. Wyeth narrative drama, George Bridgeman anatomical precision, Reginald Marsh complex composition, cinematic storyboard design
+- **Medium/Production method:** Oil on canvas with meticulous iterative revision from abstract design concepts to final sharp-focus realism
+- **Thematic purpose:** Create "theatrical canvas" with "tremendous immediacy" placing viewer directly within historical action
+- **5 hallmark motifs with quantifications:**
+  1. **Man and horse in dynamic action:** Anatomically precise equine and human figures at 100% accuracy in extreme motion
+  2. **Crystal-clear environmental detail:** Sharp focus throughout 100% of composition with no atmospheric haze
+  3. **Specific time-of-day lighting:** Documented natural light conditions creating 70-80% contrast ratios
+  4. **Historical accuracy anchors:** Period-correct clothing, weaponry, equipment at museum documentation standards
+  5. **Cinematic narrative moment:** Single dramatic instant capturing story tension with reportorial immediacy
+- **Period framing:** Commercial era (1948-1968) high-budget Hollywood marketing OR Western fine art era (1974-2002) museum-quality oil painting
+- **Tone Tag:** Heroic action, historical authenticity, cinematic drama
+- **Production Era Authenticity:** Commercial = poster printing integration; Fine art = traditional oil painting techniques
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Oil Paint Texture Anchor:** Visible brushwork with sharp edge definition, no digital smoothing, authentic paint application throughout
+- **Sharp Focus Logic Anchor:** Crystal-clear detail across 100% of composition - no atmospheric perspective or soft focus effects
+- **Anatomical Precision Anchor:** George Bridgeman-level accuracy in human and animal anatomy, especially horse musculature and human proportions
+- **Natural Lighting Documentation Anchor:** Specific time-of-day illumination with 70-80% contrast ratios and directional shadow consistency
+- **Cinematic Composition Anchor:** Wide-format staging with 60-70% figure dominance and dramatic perspective angles
+- **Historical Accuracy Anchor:** Museum-standard period details in all clothing, weapons, equipment, and environmental elements
+- **Gestural Action Anchor:** All figures captured in peak dramatic moment with forward momentum and narrative tension
+- **Environmental Character Anchor:** Western landscapes or action settings rendered as active story participants with sharp detail
+- **Iterative Revision Anchor:** Multiple design stages from abstract concepts to final precise execution
+- **Reportorial Immediacy Anchor:** Composition creates "vacuum effect" placing viewer directly within scene action
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**PERIOD-SPECIFIC THEMATIC COHERENCE:**
+
+```yaml
+commercial_war_action:
+  props: [military_weapons, combat_equipment, vehicles, maps, communication_gear]
+  wardrobe: [military_uniforms, combat_gear, period_civilian_clothing, resistance_attire]
+  poses: [combat_action, heroic_advance, strategic_planning, escape_sequence]
+  environments: [battlefields, prisons, mountain_terrain, enemy_facilities]
+  color_dominance: [military_greens, earth_browns, explosive_oranges, sky_blues]
+
+commercial_adventure:
+  props: [period_weapons, exploration_gear, treasure_maps, ancient_artifacts, survival_equipment]
+  wardrobe: [adventure_clothing, period_costumes, practical_gear, exotic_dress]
+  poses: [daring_action, heroic_rescue, exploration_advance, dramatic_escape]
+  environments: [exotic_locations, historical_settings, dangerous_terrain, ancient_sites]
+  color_dominance: [adventure_golds, earth_tones, danger_reds, exotic_blues]
+
+western_fine_art:
+  props: [period_firearms, horse_tack, Native_American_artifacts, frontier_equipment, natural_elements]
+  wardrobe: [authentic_western_wear, Native_American_dress, cavalry_uniforms, frontier_clothing]
+  poses: [mounted_action, hunting_scenes, tribal_ceremonies, frontier_life, cavalry_charges]
+  environments: [southwestern_desert, prairie_grassland, rocky_terrain, mountain_ranges]
+  color_dominance: [desert_golds, prairie_browns, sky_blues, sunset_oranges]
+
+biblical_epic:
+  props: [ancient_weapons, religious_artifacts, period_tools, architectural_elements, natural_symbols]
+  wardrobe: [biblical_robes, ancient_armor, ceremonial_dress, period_clothing]
+  poses: [prophetic_gestures, epic_scale_action, religious_ceremony, dramatic_revelation]
+  environments: [desert_landscapes, ancient_architecture, mountainous_terrain, holy_sites]
+  color_dominance: [sacred_golds, earth_browns, heavenly_blues, divine_whites]
+```
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "soft atmospheric focus"
+- "impressionistic effects", "modern digital smoothing", "static formal poses"
+- "anachronistic elements", "vague historical details", "passive compositions"
+
+**Canvas Positives (≥2):**
+
+- "exactly cinematic ratio recomposition", "sharp focus throughout 100% of canvas"
+- "oil paint texture with visible brushwork", "anatomical precision at museum standards"
+- "dramatic action poses with forward momentum", "specific time-of-day natural lighting"
+- "historical accuracy in all period elements", "reportorial immediacy composition"
+
+**Vocabulary warnings:** Avoid "atmospheric," "impressionistic," "soft focus" for technique. Avoid "static," "formal," "decorative" for pose descriptions.
+
+------
+
+### 7) Composition & Background
+
+**CINEMATIC RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **Wide format emphasis:** Dramatic action optimized for 2:3 to 1:2 aspect ratios with cinematic staging
+- **Environmental integration:** Western landscapes or period settings occupying 30-40% as active narrative participants
+- **Figure dominance:** Action characters commanding 60-70% with heroic scale and dynamic positioning
+
+**MCCARTHY-SPECIFIC COMPOSITION:**
+
+- **Gestural action fluidity:** All figures captured in peak dramatic movement with anatomical precision
+- **Crystal clarity staging:** Sharp focus across entire composition creating "vacuum effect" with no atmospheric interference
+- **Natural lighting logic:** Documented time-of-day illumination with consistent directional shadows and 70-80% contrast
+- **Cinematic framing regime:** Linear perspective with reportorial immediacy placing viewer within action
+- **Historical environmental character:** Period-accurate settings serving as dramatic stage with sharp detail
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Traditional oil on canvas with visible brushwork texture suitable for museum display
+- **Frame/Band Anchor:** Commercial period = typography integration; Fine art period = omit entirely
+- **Production Context Anchor:** Commercial = poster printing compatibility; Fine art = gallery presentation standards
+- **Ratio Enforcement Anchor:** All elements composed specifically for chosen cinematic format with optimal dramatic impact
+
+------
+
+### 8) Typography & Text Integration
+
+**PERIOD-SPECIFIC BINARY SELECTION:**
+
+**Commercial Illustration Period (1948-1968): ALLOW**
+
+- **Cinematic Poster Layout:** Typography integrated dynamically within action composition, not static overlay
+- **Copy limits:** Movie title + star billing + studio credits, positioned for cinematic ratio optimization
+- **Period-Appropriate Typography:** 1950s-1960s movie poster fonts with dimensional effects and dramatic integration
+- **Font recommendation:** *Bold display fonts with cinematic presence. Digital approximation: Bebas Neue, Impact, or Univers as starting points requiring customization for period authenticity.*
+- **Integration method:** Typography works with composition flow, often integrated into environmental elements or dramatic lighting
+- **Production standards:** High-quality poster printing with crisp typography and color reproduction
+- **Viewing distance:** Theater lobby and newspaper advertisement readability optimization
+
+**Western Fine Art Period (1974-2002): OMIT**
+
+- **Pure pictorial narrative:** No typography, lettering, logos, or graphic design elements permitted
+- **Museum presentation:** Canvas displays narrative through visual composition only
+- **Gallery standards:** Traditional fine art presentation without commercial text elements
+- **Collector focus:** Oil paintings valued as original artwork without poster marketing function
+
+**Historical accuracy:** Typography (when used) must match commercial poster standards of the specific time period with authentic printing methods and dimensional lettering effects.
+
+------
+
+## Critical Visual Evidence Findings
+
+**Two-Period Framework Necessity:** Based on documented career transition and visual evidence analysis, McCarthy's work requires dual-period framework recognition:
+
+**Commercial Illustration (1948-1968):**
+
+- 90% use wide cinematic ratios for dramatic action sequences
+- Typography integration essential for poster marketing function
+- Sharp-focus technique with high contrast lighting
+- Action-oriented poses with forward momentum in 80% of examples
+
+**Western Fine Art (1974-2002):**
+
+- Pure pictorial narrative without text elements
+- Museum-quality oil painting technique with visible brushwork
+- Historical accuracy in Western subjects (Plains Indians, mountain men, cavalry, cowboys)
+- Environmental settings as active narrative participants
+
+**Technical Consistency Across Periods:**
+
+- Crystal-clear detail throughout 100% of compositions
+- Anatomical precision based on academic training
+- Natural lighting documentation with specific time-of-day effects
+- Cinematic composition influence from commercial background
+- Oil paint application with authentic texture and brushwork
+
+**Narrative Structure Evidence:**
+
+- Every composition captures pivotal dramatic moment
+- No static poses - all figures engaged in narrative action
+- Reportorial immediacy placing viewer within scene
+- Environmental elements serve as active story participants
+
+---
+
+# Bill Gold
+
+**Version:** 1.0
+ **Purpose:** Authentic reproduction of Bill Gold's movie poster design technique (1940s-2000s) based on visual evidence analysis across his three major style periods. Enforces his signature photo-offset lithography production methods, dramatic character montages, and genre-adaptive stylistic evolution.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always compose for standard movie poster format (20x14 inches approx.) - ignore source image dimensions.
+- **Style over digital perfection:** Photo-offset lithography authenticity with visible spot color separations over modern digital smoothness.
+- **Technical Measurement Authority:** Quantitative specifications ("70-80% character dominance", "flat spot color planes", "visible screen tint dots") override descriptive language.
+- **Process-Over-Result Priority:** Period-appropriate printing method simulation (spot color separations, screen tints, uncoated paper) supersedes modern digital aesthetics.
+- **Gold-Specific Flags (choose one Face-Treatment by style period):**
+  - *Classic Hollywood:* `dramatic-character-montage`, `light-shadow-modeling`, `hero-prop-integration`, `ensemble-hierarchy`
+  - *Psychedelic Pop:* `vibrant-color-bombardment`, `repeating-imagery`, `geometric-framing`, `distorted-typography`
+  - *Minimalist Symbolism:* `stark-silhouette`, `negative-space-dominance`, `single-concept-power`, `typography-as-art`
+- **Pose Flags:** `distant-hero-gaze`, `engaging-viewer-connection`, `dramatic-lighting-reveal`, `prop-interaction`
+- **Canvas Control Flag:** `strict-reframe` (standard movie poster proportions)
+- **Production Authenticity:** 1940s-1980s photo-offset lithography with spot color printing and screen tint textures
+- **Material Physics Authority:** Flat multicolor printing plates, adhesive screen tint films, uncoated paper stock
+- **Scale-Dependent Technique:** Theater lobby viewing distance affects character hierarchy and typography sizing
+- **Quantifiers authoritative:** All numeric specifications target exact commercial poster requirements
+- **Text policy:** Always include typography as integral design element - never afterthought overlay
+- **Safety/IP:** No real actor likenesses; create original character designs appropriate to genre
+- **Age & wardrobe guardrail:** Adult presentation with period-appropriate costume design
+- **Material authenticity:** Photo-offset lithography simulation with visible color separations - no modern digital gradients
+- **Period Production Authenticity:** Mid-20th century commercial printing with characteristic spot color limitations
+- **Composition boundaries:** Typography integrated as active compositional element within poster layout
+- **Failure Mode Flags:** Avoid modern CMYK halftones, avoid digital effects, avoid glossy surface appearance
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **20x14 inch movie poster ratio** - ignore source image dimensions completely.
+- Redraw in **Bill Gold period-specific poster design style** for **[STYLE PERIOD: Classic Hollywood / Psychedelic Pop / Minimalist Symbolism]**.
+- Identity via dramatic character positioning, genre-appropriate mood, and storytelling hierarchy rather than portrait accuracy.
+- **IP Safeguard Declaration:** Create original character designs suitable for movie marketing without real actor likenesses.
+- Declare **Face-Treatment Flag:** [Period-specific: `dramatic-character-montage` / `vibrant-color-bombardment` / `stark-silhouette`]
+- Declare **Pose Flag:** `distant-hero-gaze`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Photo-offset lithography poster design with period-appropriate printing methods over modern digital approaches.
+- **Mode Selector:** Movie poster (dramatic storytelling for theater marketing).
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `20:14` (standard movie poster format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend character montage or symbolic imagery to fill vertical poster format while preserving dramatic hierarchy
+- **Spatial Allocation:**
+  - Character dominance: 70-80% canvas coverage with hierarchical star positioning
+  - Background context: 20-30% providing atmospheric support
+  - Typography integration: 15-25% as active design element within composition
+  - Negative space: Strategic use for dramatic impact and visual breathing room
+- **Background Treatment:** Minimal atmospheric support serving character drama rather than competing for attention
+- **Format Justification:** Standard poster dimensions optimize theater lobby display and newspaper reproduction
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Hollywood studio system star photography, Pop Art movement, Art Nouveau psychedelic aesthetics, J.C. Leyendecker illustration
+- **Medium/Production method:** Photo-offset lithography with flat spot color separations, screen tint applications, hand-prepared camera-ready art
+- **Thematic purpose:** Create immediate emotional connection and genre identification for movie marketing
+- **5 hallmark motifs with quantifications:**
+  1. **Dramatic character montage:** 3-5 characters with clear scale hierarchy, primary stars 40-50% larger than supporting cast
+  2. **Hero prop exaggeration:** Key story elements (guns, phones, symbolic objects) enlarged 200-300% for focal emphasis
+  3. **Genre-specific color schemes:** Classic noir (high contrast B&W + red accent), Psychedelic (electric pinks/yellows/oranges), Minimalist (monochromatic + single accent)
+  4. **Typography as illustration:** Hand-drawn lettering occupying 15-25% canvas as active design element
+  5. **Photo-offset texture authenticity:** Visible spot color separations with screen tint dot patterns for tonal variation
+- **Period framing:** Classic Hollywood (1940s-1950s), Psychedelic counter-culture (1960s-1970s), Minimalist symbolism (1970s-1980s)
+- **Tone Tag:** Sophisticated commercial appeal, genre-appropriate emotional resonance
+- **Production Era Authenticity:** Mid-20th century photo-offset lithography with characteristic printing limitations and material qualities
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Spot Color Printing Anchor:** Flat, opaque color planes with sharp edge separations - no modern CMYK halftone gradients
+- **Screen Tint Texture Anchor:** Visible adhesive film dot patterns for tonal variation in 20-60% density ranges
+- **Character Hierarchy Anchor:** Primary stars 40-50% larger scale than supporting cast with clear visual dominance
+- **Hero Prop Scale Anchor:** Key story elements enlarged 200-300% beyond realistic proportions for dramatic emphasis
+- **Dramatic Lighting Anchor:** High contrast light/shadow modeling on character faces using spot color separations
+- **Typography Integration Anchor:** Hand-drawn lettering as active compositional element occupying 15-25% canvas area
+- **Photo-Offset Edge Quality Anchor:** Sharp, clean color boundaries characteristic of commercial lithographic printing
+- **Uncoated Paper Simulation Anchor:** Matte surface appearance without glossy reflections or coated paper sheen
+- **Period Color Limitation Anchor:** Custom mixed spot colors within technical capabilities of 1940s-1980s printing
+- **Camera-Ready Art Anchor:** Composition designed for physical paste-up and acetate overlay production methods
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**PERIOD AND GENRE-SPECIFIC THEMATIC COHERENCE:**
+
+```yaml
+classic_hollywood_noir:
+  props: [revolver, cigarette, telephone, rope, shadows]
+  wardrobe: [1940s_suits, femme_fatale_dresses, detective_coats, noir_accessories]
+  poses: [distant_heroic_gaze, engaging_viewer_connection, dramatic_shadows]
+  typography: [bold_red_script, hand_drawn_elegance, classic_serif]
+  color_dominance: [high_contrast_bw, brilliant_red_accents, shadow_grays]
+
+psychedelic_pop_art:
+  props: [guns_repeated, geometric_shapes, optical_patterns, pop_culture_symbols]
+  wardrobe: [1960s_mod_fashion, counter_culture_clothing, vibrant_patterns]
+  poses: [dynamic_action, multiple_iterations, kaleidoscopic_arrangements]
+  typography: [distorted_letterforms, organic_flowing_text, challenging_legibility]
+  color_dominance: [electric_pinks, vibrant_yellows, psychedelic_oranges, clashing_combinations]
+
+minimalist_symbolism:
+  props: [single_powerful_objects, silhouetted_elements, symbolic_imagery]
+  wardrobe: [simplified_silhouettes, stark_contrasts, essential_forms]
+  poses: [dramatic_silhouettes, atmospheric_positioning, symbolic_gestures]
+  typography: [bold_sans_serif, helvetica_inspired, stark_geometric_forms]
+  color_dominance: [monochromatic_schemes, single_accent_colors, high_contrast_blacks]
+
+period_homage:
+  props: [era_specific_objects, vintage_accessories, historical_accuracy]
+  wardrobe: [1920s_leyendecker_style, period_costume_accuracy, vintage_elegance]
+  poses: [classical_illustration_poses, nostalgic_positioning, romantic_idealization]
+  typography: [cooper_black_inspired, saturday_evening_post_style, hand_painted_quality]
+  color_dominance: [saturated_period_colors, illustrative_palettes, vintage_printing_inks]
+```
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "modern CMYK halftone printing"
+- "four-color process gradients", "digital photo effects", "glossy coated paper appearance"
+- "magenta and cyan primaries", "modern digital typography", "photographic realism"
+
+**Canvas Positives (≥2):**
+
+- "exactly 20x14 movie poster ratio", "photo-offset lithography texture"
+- "flat spot color separations with sharp edges", "visible screen tint dot patterns"
+- "dramatic character hierarchy with 70-80% dominance", "hand-drawn typography integration"
+- "uncoated paper stock simulation with matte finish", "period-appropriate printing limitations"
+
+**Vocabulary warnings:** Avoid "modern," "digital," "smooth gradients" for technique. Avoid "realistic," "photographic," "subtle" for dramatic emphasis.
+
+------
+
+### 7) Composition & Background
+
+**MOVIE POSTER-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **Vertical emphasis:** Character drama dominating upper 70% of poster with clear visual hierarchy
+- **Commercial staging:** Maximum marketing impact optimized for theater lobby display and print advertising
+- **Genre identification:** Immediate visual communication of film type through style period selection
+
+**GOLD-SPECIFIC COMPOSITION BY PERIOD:**
+
+**Classic Hollywood Montage:**
+
+- **Character dominance:** 70-80% canvas coverage with ensemble arrangement and star hierarchy
+- **Dramatic lighting:** High contrast modeling using spot color separations for noir atmosphere
+- **Prop integration:** Hero elements (guns, phones, symbolic objects) enlarged 200-300% for focal emphasis
+- **Background minimalism:** Simple atmospheric support not competing with character drama
+
+**Psychedelic Pop Art:**
+
+- **Vibrant color bombardment:** Electric pinks, yellows, oranges creating visual energy and counter-culture appeal
+- **Repeating imagery:** Multiple iterations of key elements (faces, objects) for optical intensity
+- **Geometric framing:** Angular compositions and optical patterns reflecting 1960s-1970s aesthetics
+- **Typography distortion:** Warped, stretched lettering filling negative space with challenging legibility
+
+**Minimalist Symbolism:**
+
+- **Negative space dominance:** 60-80% single color backgrounds for maximum dramatic impact
+- **Silhouette emphasis:** Characters reduced to powerful symbolic shapes with narrative meaning
+- **Single concept power:** One image carrying entire emotional and story weight
+- **Typography as art:** Large, bold lettering as primary design element integrated into composition
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Uncoated paper stock (bristol, vellum, tag) with matte finish and substantial tactile quality
+- **Frame/Band Anchor:** Typography integrated within composition as active design element, not external overlay
+- **Production Context Anchor:** 1940s-1980s photo-offset lithography with spot color printing and screen tint limitations
+- **Ratio Enforcement Anchor:** All elements composed specifically for 20x14 standard movie poster format
+
+------
+
+### 8) Typography & Text Integration
+
+**Always Required:** Typography as integral design element (never omitted in Bill Gold style)
+
+**Typography specifications:**
+
+- **Movie Poster Layout:** Hand-drawn lettering integrated dynamically within composition, serving both informational and artistic functions
+- **Copy limits:** Movie title + star billing + studio credits, all custom lettered with period-appropriate styling
+- **Period and Genre-Specific Typography:**
+
+**Classic Hollywood Style:**
+
+- **Characteristics:** Bold brush script with dramatic forward slant, high contrast strokes
+- **Color treatment:** "Brilliant red" accent against high contrast black/white/gray scheme
+- **Integration:** Scrawled dynamically across composition, often overlapping character elements
+- **Font recommendation:** *Custom brush script required. Digital approximation: Kaushan Script as starting point requiring heavy customization for authentic 1940s studio lettering.*
+
+**Psychedelic Pop Style:**
+
+- **Characteristics:** Distorted, warped letterforms with organic flowing curves influenced by Art Nouveau
+- **Color treatment:** Vibrant electric colors matching overall psychedelic palette
+- **Integration:** Typography fills negative space, often challenging legibility for artistic effect
+- **Font recommendation:** *Custom distorted lettering required. Digital approximation: Knewave as starting point requiring extreme warping and customization.*
+
+**Minimalist Symbolism Style:**
+
+- **Characteristics:** Bold, geometric sans-serif forms with substantial weight and clean edges
+- **Color treatment:** High contrast against monochromatic backgrounds, often white on black
+- **Integration:** Typography as primary design element, occupying significant canvas percentage
+- **Font recommendation:** *Bold geometric sans-serif. Digital approximation: Helvetica Bold or Futura Bold as starting points.*
+
+**Period Homage Style:**
+
+- **Characteristics:** Historical accuracy matching film's setting (1920s, 1930s, etc.)
+- **Color treatment:** Rich, saturated colors mimicking period illustration inks
+- **Integration:** Hand-painted quality with soft serif characteristics
+- **Font recommendation:** *Period-specific fonts. 1920s approximation: Yeseva One (Cooper Black analog). Digital customization required for authentic hand-painted quality.*
+
+**Production standards:** Photo-offset lithography with spot color printing - typography rendered as separate color plates with sharp edge separations and visible screen tint textures where applicable.
+
+**Historical accuracy:** All typography must match documented printing capabilities and aesthetic conventions of the specific time period and style approach selected.
+
+------
+
+## Critical Visual Evidence Findings
+
+**Three-Period Stylistic Evolution:** Bill Gold's career demonstrates clear adaptation to changing cultural and technical contexts while maintaining core commercial effectiveness:
+
+**Classic Hollywood Montage (1940s-1950s):**
+
+- 70-80% character dominance with hierarchical star system positioning
+- High contrast dramatic lighting using spot color separations
+- Hero prop integration with 200-300% scale exaggeration for story emphasis
+- Custom brush script typography in "brilliant red" accent colors
+
+**Psychedelic Pop Art (1960s-1970s):**
+
+- Vibrant electric color palettes reflecting counter-culture aesthetics
+- Repeating imagery and optical patterns for visual intensity
+- Geometric compositions with angular framing and kaleidoscopic effects
+- Distorted typography influenced by Art Nouveau and psychedelic poster design
+
+**Minimalist Symbolism (1970s-1980s):**
+
+- Negative space dominance (60-80%) for maximum dramatic impact
+- Silhouette emphasis reducing characters to powerful symbolic shapes
+- Single concept compositions with strong metaphorical meaning
+- Bold geometric typography as primary design element
+
+**Technical Production Authenticity:**
+
+- Flat spot color printing with sharp edge separations (not CMYK halftones)
+- Visible screen tint dot patterns for tonal variation
+- Uncoated paper stock simulation with matte finish
+- Hand-prepared camera-ready art methods with acetate overlays
+
+**Commercial Poster Functionality:**
+
+- Standard 20x14 inch format optimized for theater lobby display
+- Genre identification through period-appropriate style selection
+- Typography integration as active design element serving marketing function
+- Character hierarchy reflecting studio star system and box office appeal
+
+---
+
+# Tom Jung
+
+**Version:** 4.2
+ **Purpose:** Authentic reproduction of Tom Jung's 1970s-80s commercial movie poster aesthetic with genre-specific constraints and photo-offset lithography production authenticity.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Realistic actor portrayal enhanced through dramatic lighting and atmospheric composition.
+- **Technical Measurement Authority:** Quantitative specifications ("45% character focus", "3-5mm offset ink film") override descriptive language ("heroic", "thick paint").
+- **Process-Over-Result Priority:** Photo-offset lithography production methods supersede digital perfection.
+- **Genre Commercial Authority:** Marketing function requirements override pure artistic preferences.
+- **Anti-Modern Bias:** Authority to reject contemporary digital effects or photorealistic rendering.
+
+**Face-Treatment Flags (mandatory selection):**
+
+- `painterly-contour`: Illustrative brushwork visible, not photographic
+- `realistic-actor-portrayal`: Normal human proportions with dramatic lighting
+- `commercial-appeal`: Teen/young adult demographic targeting
+- `offset-lithography-artifacts`: Subtle film grain, elevated black levels
+
+**Pose Flags (mandatory selection):**
+
+- `dynamic-diagonal`: Dramatic diagonal positioning for visual energy
+- `protective-stance`: Secondary figure supportive positioning
+- `atmospheric-integration`: Background elements seamlessly blended
+
+**Canvas Control Flags (mandatory selection):**
+
+- `strict-reframe`: Exact 27"x41" (2:3) portrait ratio enforcement
+- `balanced-composition`: 45% character, 35% atmosphere, 20% negative space
+
+**Production Authenticity Flags (mandatory selection):**
+
+- `photo-offset-lithography`: Flat multicolor plates, no CMYK rosettes
+- `uncoated-paper-stock`: Matte finish, ink absorption artifacts
+- `1970s-80s-commercial`: Period-appropriate marketing constraints
+
+**Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences. **Scale-Dependent Technique:** Viewing distance requirements affect brushwork precision and detail hierarchy. **Cultural Production Authenticity:** Indigenous and traditional methods take precedence over modern interpretations. **Quantifiers authoritative:** numeric anchors are targets. **Text policy:** Only render text if Section 8 authorizes. **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral. **Gender expression:** Respect presented. **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics. **Period Production Authenticity:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection. **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits. **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.). **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio (movie poster standard)** - ignore source image dimensions completely.
+- Redraw in **Tom Jung's 1970s-80s Commercial Movie Poster Style** for **27"x41" theatrical one-sheet format**.
+- Identity via dramatic actor portrayal, atmospheric composition, realistic human proportions.
+- **IP Safeguard Declaration:** Create original character designs avoiding copyrighted costume elements, logos, or trademarked symbols.
+- **Face-Treatment Flag:** `painterly-contour` + `realistic-actor-portrayal`
+- **Pose Flag:** `dynamic-diagonal`
+- **Canvas Control Flag:** `strict-reframe`
+- **Production Flag:** `photo-offset-lithography`
+- **Style Dominance:** Commercial poster illustration with realistic human figures.
+- **Mode Selector:** Theatrical movie poster.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `2:3` (27"x41" theatrical one-sheet)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend atmospheric background elements to fill exact 2:3 ratio
+- **Spatial Allocation:** Primary characters 45% canvas focus, positioned for optimal visual impact
+- **Background Treatment:** Atmospheric elements (space, landscapes, symbolic imagery) seamlessly integrated
+- **Format Justification:** Portrait orientation maximizes character impact and hierarchical title placement
+
+**JUNG-SPECIFIC SPATIAL LOGIC:**
+
+- Primary character focus: 45% visual weight (realistic actor proportions)
+- Atmospheric background: 35% canvas allocation for genre context and mood
+- Negative space: 20% providing visual breathing room and title space
+- Diagonal emphasis: 45-60 degree dynamic angles for visual energy
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** 1970s-80s commercial poster photography, dramatic Hollywood marketing aesthetics, studio system star presentation
+- **Medium/Production method:** Original gouache/acrylic painting reproduced via photo-offset lithography on uncoated paper stock with characteristic ink absorption and subtle film grain artifacts
+- **Thematic purpose:** Commercial movie marketing through dramatic character presentation and genre-appropriate atmospheric storytelling
+- **Hallmark motifs with specifications:**
+  1. **Realistic dramatic presentation:** Normal human proportions enhanced through dynamic lighting and atmospheric composition
+  2. **Atmospheric symbolic backgrounds:** Genre elements (space, landscapes, villain imagery) integrated symbolically
+  3. **Dynamic action positioning:** Diagonal poses at 45-60 degree angles creating visual energy with realistic anatomy
+  4. **Genre-specific color relationships:** Science fantasy (blue/orange), adventure (earth/gold), war (muted/red accents), drama (warm/romantic)
+  5. **Commercial poster hierarchy:** Clear visual flow optimized for theater marketing and audience appeal
+- **Period framing:** Late 1970s through 1980s theatrical marketing peak
+- **Tone Tag:** Dramatic, commercially appealing to teen/young adult demographics
+- **Production Era Authenticity:** Photo-offset lithography limitations, flat multicolor separation, uncoated paper absorption characteristics
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+**ILLUSTRATED/PAINTED ANCHORS:**
+
+- **Line quality:** Visible brushwork marks, 2-3mm stroke width, confident directional application
+- **Color mixing:** Flat multicolor separation plates, no CMYK rosette patterns, solid color planes
+- **Texture specifications:** 3-5mm ink film thickness simulation, matte paper absorption effects
+- **Edge treatment:** Crisp costume edges, atmospheric background blending, no digital anti-aliasing
+- **Stroke economy:** Confident mark-making, minimal overworking, commercial deadline efficiency
+- **Surface depth:** Subtle film grain texture from photo-lithography process, elevated black levels from ink absorption
+
+**POSE TECHNICAL ANCHORS:**
+
+- **Head tilt:** 15-25 degrees for dynamic energy, never static frontal
+- **Shoulder-hip differential:** 20-30 degree contrapposto for dynamic stance
+- **Weight distribution:** 70% on rear leg for action positioning
+- **Gesture specificity:** Weapon/tool positioning at 45-60 degree angles for visual impact
+
+**SCALE HIERARCHY ANCHOR:** Primary characters maintaining realistic actor proportions with dramatic lighting enhancement, secondary figures 30-35% relative scale, atmospheric elements providing symbolic presence
+
+**MATERIAL AUTHENTICITY ANCHOR:** Photo-offset lithography characteristics - flat color separations, subtle hickey artifacts, paper texture interaction, no modern digital perfection
+
+**PERIOD CONSISTENCY ANCHOR:** 1970s-80s commercial poster production methods, marketing demographic targeting, studio system aesthetic requirements
+
+**CANVAS ADAPTATION ANCHOR:** Composition specifically designed for 2:3 theatrical poster format with genre-appropriate visual hierarchy
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**WARDROBE TRACKS:**
+
+- **Male characters:** Period-appropriate adventure gear, military uniforms, or genre costumes with realistic fit and proportions
+- **Female characters:** Genre-appropriate costumes maintaining period accuracy and commercial appeal
+- **Supporting characters:** Period-appropriate genre costumes reflecting film's setting and marketing needs
+
+**FABRIC BEHAVIOR:**
+
+- **Drape physics:** Natural fabric movement, action-appropriate positioning
+- **Sheen characteristics:** Matte finish appropriate to offset lithography reproduction
+- **Period accuracy:** 1970s-80s costume design aesthetic with commercial poster enhancement
+
+**ACCESSORY LIMITS:** Minimalist approach (0-2 key props), primary story element focus, secondary prop optional
+
+**COLOR PALETTE RESTRICTIONS:**
+
+- Science fantasy: Deep space blues (60%), warm skin tones (25%), energy whites (15%)
+- Adventure: Earth tones (70%), golden highlights (20%), sky blues (10%)
+- War: Muted military colors (50%), dramatic contrasts (30%), accent reds (20%)
+- Drama: Warm romantic tones (40%), atmospheric backgrounds (35%), costume colors (25%)
+
+**WARDROBE VARIATION MANDATE:** Cycle through costume variations - avoid identical repetition across iterations
+
+**GENRE-SPECIFIC THEMATIC COHERENCE:**
+
+```yaml
+science_fantasy:
+  props: [lightsaber_energy_weapons, spacecraft_silhouettes, death_star_symbols, energy_crystals, futuristic_tech]
+  wardrobe: [flowing_jedi_robes, metallic_accents, space_uniforms, dramatic_capes, period_fantasy_armor]
+  poses: [diagonal_energy_thrust, protective_stance, contemplative_positioning, dramatic_presentation]
+  typography: [chrome_metallic_lettering, dimensional_shadowing, futuristic_sans_serif, energy_glow_effects]
+  color_dominance: [deep_space_blues_60%, warm_skin_tones_25%, energy_whites_15%]
+
+adventure_pulp:
+  props: [bullwhip_coiled, fedora_hat, golden_artifacts, ancient_maps, adventure_gear]
+  wardrobe: [leather_expedition_jackets, khaki_adventure_wear, period_dresses, rugged_boots]
+  poses: [whip_action_ready, artifact_discovery, running_motion, protective_stance]
+  typography: [weathered_serif_lettering, archaeological_texture_overlays, vintage_movie_style, distressed_edges]
+  color_dominance: [earth_tones_70%, golden_highlights_20%, sky_blues_10%]
+
+war_action:
+  props: [military_weapons, dog_tags, combat_vehicles, medals_honor, tactical_gear]
+  wardrobe: [combat_fatigues, dress_uniforms, civilian_clothes, period_military_accurate]
+  poses: [salute_stance, weapon_ready_position, brotherhood_unity, memorial_respect]
+  typography: [bold_condensed_sans_serif, military_precision_spacing, stencil_influenced, patriotic_styling]
+  color_dominance: [muted_military_50%, dramatic_contrasts_30%, accent_reds_20%]
+
+romantic_drama:
+  props: [symbolic_roses, wedding_elements, love_letters, vintage_automobiles, meaningful_objects]
+  wardrobe: [flowing_period_gowns, elegant_tuxedos, romantic_accessories, soft_fabrics]
+  poses: [passionate_embrace, longing_distant_gaze, dramatic_separation, tender_moments]
+  typography: [elegant_serif_classical, romantic_script_flowing, hand_lettered_quality, sophisticated_spacing]
+  color_dominance: [warm_romantic_tones_40%, atmospheric_backgrounds_35%, costume_colors_25%]
+```
+
+**COHERENCE FILTER:** All elements support dramatic poster aesthetic with commercial appeal; fallback = clean dramatic scene
+
+------
+
+### 6) Constraints
+
+**CANVAS NEGATIVES (≥2):**
+
+- "photorealistic screen accuracy", "modern digital effects", "HDR smoothing", "Instagram filters"
+- "cluttered floating heads composition", "CMYK rosette dot patterns", "glossy digital finish"
+- "anatomical muscle exaggeration", "fantasy barbarian proportions", "Conan-style physiques", "mythic anatomy"
+- "source image dimensions", "original aspect ratio", "literal scene depiction"
+
+**CANVAS POSITIVES (≥2):**
+
+- "exactly 2:3 theatrical poster ratio", "recomposed for 27x41 format"
+- "realistic human proportions with dramatic positioning", "normal anatomical scale enhanced by lighting and composition"
+- "photo-offset lithography texture", "flat multicolor printing", "uncoated paper absorption"
+- "visible brushwork quality", "commercial poster aesthetic", "1970s-80s production methods"
+
+**VOCABULARY WARNINGS:**
+
+- Avoid "mythic", "heroic anatomy", "Frazetta-inspired" - use "dramatic", "dynamic", "commercial"
+- Avoid "modern", "digital", "HD" - use "vintage", "analog", "painterly"
+- Avoid "exaggerated", "oversized" - use "atmospheric", "symbolic", "dramatic"
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Portrait):**
+
+- **Vertical emphasis:** Character dominance with dynamic action positioning
+- **Subject allocation:** Primary characters 45% visual focus, positioned for optimal impact
+- **Hierarchical staging:** Characters > atmospheric elements > title space
+
+**JUNG-SPECIFIC COMPOSITION ANCHORS:**
+
+- **Perspective regime:** Dramatic camera angles for dynamic presentation without anatomical distortion
+- **Figure:ground ratio:** 45% character focus, 35% atmospheric background, 20% negative space for visual breathing
+- **Density specification:** Focused central composition with clear visual hierarchy, minimal peripheral clutter
+- **Lighting logic:** Dramatic directional lighting with high contrast modeling, rim-lighting effects on primary figures
+- **Detail hierarchy:** Maximum detail concentration on primary characters, atmospheric treatment for background elements
+
+**BACKGROUND TREATMENT:**
+
+- **Surface Context:** Atmospheric space environments, dramatic landscape elements, symbolic imagery
+- **Integration method:** Seamless fade techniques, no hard edge separations
+- **Scale relationships:** Atmospheric elements providing symbolic rather than literal presence
+- **Color temperature:** Cool backgrounds (blues/purples) contrasting warm character figures (oranges/yellows)
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Uncoated paper stock simulation with ink absorption characteristics
+- **Frame Policy:** No decorative frames - clean edge-to-edge composition
+- **Production Context Anchor:** Photo-offset lithography process artifacts and period printing limitations
+- **Ratio Enforcement Anchor:** All elements specifically composed for 2:3 theatrical poster format
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY DECISION:** Allow typography for authentic movie poster completion
+
+**IF TYPOGRAPHY ALLOWED:**
+
+- **Ratio-Appropriate Zones:** Title placement in lower third, optimized for 2:3 reading hierarchy
+- **Copy limits:** Film title ≤4 words, tagline ≤8 words, positioned for 27"x41" viewing distance
+- **Period-Appropriate Typography:** 1970s-80s commercial poster fonts with bold, condensed characteristics
+
+**FONT RECOMMENDATIONS BY GENRE:**
+
+**Science Fantasy:**
+
+- **Primary title:** Custom chrome lettering with energy glow effects. Closest Google Font: Orbitron (futuristic display, 80% match). Better: Custom metallic rendering with light-ray extensions
+- **Secondary text:** Clean futuristic sans-serif. Closest Google Font: Exo 2 (sci-fi styling, 85% match). Better: Eurostile Extended
+
+**Adventure Pulp:**
+
+- **Primary title:** Weathered adventure serif with distressed edges. Closest Google Font: Cinzel (classical adventure, 75% match). Better: Custom distressed lettering with archaeological texture
+- **Secondary text:** Vintage movie poster style. Closest Google Font: Crimson Text (period serif, 80% match). Better: Times Roman with custom distressing
+
+**War Action:**
+
+- **Primary title:** Military stencil with bold impact. Closest Google Font: Oswald (condensed bold, 70% match). Better: Custom military stencil lettering
+- **Secondary text:** Clean military sans-serif. Closest Google Font: Source Sans Pro (utilitarian, 85% match). Better: Helvetica Bold Condensed
+
+**Romantic Drama:**
+
+- **Primary title:** Flowing script with elegant curves. Closest Google Font: Dancing Script (romantic script, 75% match). Better: Custom calligraphic lettering with period flourishes
+- **Secondary text:** Classic serif elegance. Closest Google Font: Playfair Display (elegant serif, 90% match). Better: Caslon or Garamond with custom spacing
+
+**JUNG-SPECIFIC TEXT RULES:**
+
+- **Title integration:** Bold, readable typography that complements dramatic imagery
+- **Credit hierarchy:** Standard industry format - stars > title > supporting credits
+- **Color treatment:** High contrast against background, often metallic or energy-glow effects
+- **Scale relationships:** Title size proportional to poster viewing distance requirements
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period offset lithography characteristics - slight registration variation, ink bleed appropriate to uncoated paper stock
+
+**FORMAT-SPECIFIC RULES:**
+
+- **Movie poster mode:** Essential title/credit information required for commercial authenticity
+- **Scale integration:** Text sizing appropriate for theatrical lobby display
+- **Reading hierarchy:** Clear information flow supporting marketing function
+
+---
+
+# Philip Gips
+
+**Version:** 4.2
+ **Purpose:** Authentic reproduction of Philip Gips's 1970s-80s conceptual minimalist movie poster aesthetic with psychological tension and modernist design principles.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Conceptual symbolism via isolated motifs rather than literal representation.
+- **Technical Measurement Authority:** Quantitative specifications ("75-85% negative space", "offset lithography precision") override descriptive language ("minimal", "clean").
+- **Process-Over-Result Priority:** 1970s offset lithography production methods supersede digital perfection.
+- **Conceptual Minimalism Authority:** Single symbolic concept supersedes narrative complexity.
+- **Psychological Tension Authority:** Suspense generation without plot revelation takes precedence over literal depiction.
+
+**Face-Treatment Flags (mandatory selection):**
+
+- `offset-dot`: Clean offset lithography reproduction with hard edges
+- `psychological-portrait`: Disembodied or partially obscured faces as mindscape elements
+- `photographic-precision`: Sharp photographic clarity without painterly effects
+
+**Pose Flags (mandatory selection):**
+
+- `conceptual-positioning`: Symbolic placement serving psychological rather than literal narrative
+- `isolated-vulnerability`: Subject positioning emphasizing solitude and tension
+- `atmospheric-integration`: Figures integrated as psychological landscape elements
+
+**Canvas Control Flags (mandatory selection):**
+
+- `strict-reframe`: Exact 27"x41" (1:1.52) portrait ratio enforcement
+- `negative-space-dominance`: 75-85% canvas devoted to empty space
+
+**Production Authenticity Flags (mandatory selection):**
+
+- `offset-lithography-1970s`: Flat color separations with hard edges, no CMYK rosettes
+- `thin-paper-stock`: Matte finish poster paper, folded shipping characteristics
+- `phototypesetting-precision`: Clean typography with spatial flexibility
+
+**Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences. **Scale-Dependent Technique:** Viewing distance requirements affect detail hierarchy and symbolic scale. **Cultural Production Authenticity:** Indigenous and traditional methods take precedence over modern interpretations. **Quantifiers authoritative:** numeric anchors are targets. **Text policy:** Only render text if Section 8 authorizes. **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral. **Gender expression:** Respect presented. **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics. **Period Production Authenticity:** For historical publication styles, use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection. **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits. **Failure Mode Flags:** Avoid narrative montages, literal plot depiction, ornate illustration, complex color palettes, visible halftone dots, newsprint texture, mechanical reproduction artifacts. **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **1:1.52 ratio (27"x41" movie poster standard)** - ignore source image dimensions completely.
+- Redraw in **Philip Gips's 1970s-80s Conceptual Minimalist Movie Poster Style** for **theatrical one-sheet format**.
+- Identity via isolated symbolic concept, psychological atmosphere, modernist minimalism.
+- **IP Safeguard Declaration:** Create original symbolic designs avoiding copyrighted elements, focusing on conceptual representation.
+- **Face-Treatment Flag:** `offset-dot` + `psychological-portrait`
+- **Pose Flag:** `conceptual-positioning`
+- **Canvas Control Flag:** `strict-reframe`
+- **Production Flag:** `offset-lithography-1970s`
+- **Style Dominance:** Conceptual minimalism with psychological tension over literal representation.
+- **Mode Selector:** Theatrical movie poster.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `1:1.52` (27"x41" theatrical one-sheet)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend atmospheric negative space to fill exact 1:1.52 ratio
+- **Spatial Allocation:** Central symbolic motif 10-20% canvas area, positioned for maximum psychological impact
+- **Background Treatment:** Vast fields of flat color or subtle atmospheric gradients
+- **Format Justification:** Portrait orientation maximizes psychological pressure and hierarchical text placement
+
+**GIPS-SPECIFIC SPATIAL LOGIC:**
+
+- Negative space dominance: 75-85% canvas area as active psychological element
+- Central motif isolation: 10-20% visual weight positioned for maximum tension
+- Figure-ground relationship: Stable ground overwhelming figure for dramatic imbalance
+- Psychological pressure: Empty space creates palpable sense of isolation and vulnerability
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Saul Bass conceptual minimalism, 1970s modernist graphic design, phototypesetting revolution, New Hollywood cinema aesthetics
+- **Medium/Production method:** Original photographic or illustrated elements reproduced via offset lithography on thin poster paper stock with characteristic hard edges and flat color reproduction
+- **Thematic purpose:** Heighten suspense without revealing plot points through conceptual symbolism and psychological atmosphere
+- **Hallmark motifs with specifications:**
+  1. **Isolated conceptual symbol:** Single potent motif (baby carriage, cracking egg, symbolic object) occupying ≤20% canvas area
+  2. **Looming psychological portrait:** Disembodied or partially obscured human face functioning as mindscape landscape
+  3. **Dominant negative space:** 75-85% empty space serving as active psychological agent creating tension and isolation
+  4. **Psychological color palettes:** Severely limited schemes - sickly greens, stark blacks, deep reds - applied as flat planes
+  5. **Hard-edged graphic precision:** Clean offset lithography reproduction with no painterly texture or digital effects
+- **Period framing:** Late 1960s through 1980s New Hollywood era
+- **Tone Tag:** Psychological tension, conceptual minimalism, sophisticated suspense
+- **Production Era Authenticity:** Offset lithography with phototypesetting flexibility, thin poster paper stock, pre-digital precision
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+**OFFSET LITHOGRAPHY ANCHORS:**
+
+- **Edge quality:** Extremely precise, hard edges between color fields characteristic of high-quality offset printing
+- **Color application:** Flat, unmodulated planes with no texture, brushwork, or visible halftone patterns
+- **Surface finish:** Clean, slick appearance without visible dot patterns, newsprint texture, or low-quality reproduction artifacts
+- **Tonal gradation:** Smooth photographic transitions achieved through photographic film processes, not mechanical dot patterns
+- **Registration precision:** Perfect alignment of image and text elements typical of commercial offset lithography
+- **Color separation:** Distinct photographic color plates with continuous tone reproduction, no CMYK rosettes or visible dots
+
+**COMPOSITIONAL ANCHORS:**
+
+- **Negative space ratio:** 75-85% canvas devoted to empty space with flat color fields
+- **Central motif scale:** Primary symbolic element 10-20% canvas area for maximum psychological weight
+- **Isolation positioning:** Central subject positioned to amplify feelings of solitude and vulnerability
+- **Psychological perspective:** Non-realistic spatial arrangement reflecting emotional rather than physical reality
+
+**SCALE HIERARCHY ANCHOR:** Primary symbolic element dramatically isolated through scale contrast, secondary elements minimal or absent, atmosphere dominant over figure
+
+**MATERIAL AUTHENTICITY ANCHOR:** High-quality 1970s offset lithography characteristics - continuous tone photographic reproduction, smooth tonal gradations, hard edge precision, no visible halftone patterns or mechanical dots
+
+**PERIOD CONSISTENCY ANCHOR:** Phototypesetting typography, modernist design principles, New Hollywood era aesthetic requirements
+
+**CANVAS ADAPTATION ANCHOR:** Composition specifically designed for 1:1.52 theatrical poster format with psychological impact optimization
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**CONCEPTUAL SYMBOL PRIORITY:**
+
+- Primary focus on symbolic objects rather than character clothing
+- When figures present, minimal detail with psychological rather than realistic presentation
+- Props serve conceptual rather than literal narrative function
+
+**PSYCHOLOGICAL THRILLER COHERENCE:**
+
+```yaml
+psychological_horror:
+  symbols: [baby_carriage, shadowy_silhouettes, domestic_objects_threatening, medical_implements]
+  atmosphere: [sickly_green_fields, harsh_rocky_terrain, supernatural_glow, vulnerability_positioning]
+  typography: [ITC_avant_garde_gothic, clean_geometric_sans, psychological_taglines]
+  color_dominance: [sickly_greens_60%, deep_blacks_30%, minimal_accents_10%]
+
+sci_fi_thriller:
+  symbols: [cracking_eggs, otherworldly_forms, geometric_shapes, alien_artifacts]
+  atmosphere: [deep_space_blacks, eerie_green_glows, unknown_topography, isolation_vast]
+  typography: [futuristic_geometric_sans, spaced_lettering, tension_building_taglines]
+  color_dominance: [space_blacks_70%, eerie_greens_20%, white_highlights_10%]
+
+psychological_drama:
+  symbols: [fragmented_photographs, symbolic_objects, personal_items, relationship_artifacts]
+  atmosphere: [neutral_backgrounds, emotional_color_fields, intimate_scale, vulnerability]
+  typography: [sophisticated_serif_geometric, emotional_taglines, clean_hierarchy]
+  color_dominance: [monochromatic_base_80%, emotional_accent_20%]
+
+suspense_thriller:
+  symbols: [threatening_silhouettes, partial_faces, symbolic_weapons, tension_objects]
+  atmosphere: [dramatic_shadows, psychological_landscapes, threatening_empty_space]
+  typography: [bold_condensed_sans, urgent_taglines, high_contrast_text]
+  color_dominance: [stark_contrasts_70%, psychological_reds_20%, tension_highlights_10%]
+```
+
+**COHERENCE FILTER:** All elements support single conceptual idea with psychological tension; fallback = pure symbolic minimalism
+
+------
+
+### 6) Constraints
+
+**CANVAS NEGATIVES (≥2):**
+
+- "narrative montages", "multiple character portraits", "action sequences", "plot revelation"
+- "painterly textures", "digital effects", "gradient overlays", "complex color schemes"
+- "visible halftone dots", "newsprint texture", "low-quality reproduction artifacts", "mechanical dot patterns"
+- "CMYK rosette patterns", "screen printing textures", "benday dots", "comic book dot patterns"
+- "ornate illustration", "decorative elements", "literal depictions", "joyful palettes"
+- "source image dimensions", "original aspect ratio", "realistic spatial arrangement"
+
+**CANVAS POSITIVES (≥2):**
+
+- "exactly 1:1.52 theatrical poster ratio", "recomposed for 27x41 format"
+- "75-85% negative space dominance", "single conceptual motif isolation"
+- "high-quality offset lithography precision", "continuous tone photographic reproduction", "smooth tonal gradations"
+- "flat color plane precision", "hard-edged graphic separation", "no visible reproduction artifacts"
+- "phototypesetting typography separation", "conceptual symbolism over literal representation"
+
+**VOCABULARY WARNINGS:**
+
+- Avoid "ornate," "elaborate," "complex" - use "minimal," "conceptual," "isolated"
+- Avoid "realistic," "literal," "narrative" - use "symbolic," "psychological," "conceptual"
+- Avoid "warm," "joyful," "bright" - use "psychological," "tense," "atmospheric"
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (1:1.52 Portrait):**
+
+- **Vertical emphasis:** Central symbolic dominance with psychological pressure from negative space
+- **Subject isolation:** Primary motif positioned for maximum psychological impact
+- **Hierarchical staging:** Symbol > atmosphere > typography > credits
+
+**GIPS-SPECIFIC COMPOSITION ANCHORS:**
+
+- **Perspective regime:** Conceptual/psychological perspective over realistic spatial representation
+- **Figure-ground ratio:** 15% symbolic figure, 85% dominant ground creating dramatic tension
+- **Density specification:** Extreme minimalism with single focal element and vast empty space
+- **Lighting logic:** Psychological rather than realistic lighting serving emotional narrative
+- **Detail hierarchy:** Maximum precision on central symbol, atmospheric treatment for background
+
+**BACKGROUND TREATMENT:**
+
+- **Surface Context:** Abstract flat color fields or minimalist suggestive landscapes
+- **Integration method:** Seamless atmospheric treatment supporting psychological tone
+- **Scale relationships:** Background elements serving symbolic rather than literal function
+- **Color temperature:** Psychologically charged palettes supporting film's emotional core
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Thin poster paper stock simulation with matte finish and folding characteristics
+- **Frame Policy:** No decorative frames - clean edge-to-edge minimalist composition
+- **Production Context Anchor:** 1970s offset lithography with phototypesetting precision
+- **Ratio Enforcement Anchor:** All elements designed specifically for 1:1.52 theatrical poster format
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY DECISION:** Allow typography as essential structural element
+
+**IF TYPOGRAPHY ALLOWED:**
+
+- **Ratio-Appropriate Zones:** Typography separated from imagery, positioned in negative space areas
+- **Copy limits:** Film title + tagline ≤8 words + standard credit hierarchy
+- **Period-Appropriate Typography:** ITC Avant Garde Gothic or similar 1970s geometric sans-serif fonts
+
+**GIPS-SPECIFIC TYPOGRAPHY:**
+
+**Primary Recommendations:**
+
+- **Title font:** ITC Avant Garde Gothic (Herb Lubalin/Tom Carnase, 1970). Closest Google Font: Futura (geometric sans-serif, 80% match). Better: Custom geometric sans with period precision
+- **Tagline font:** Clean geometric sans-serif with psychological impact. Closest Google Font: Helvetica (utilitarian clarity, 85% match). Better: Univers with tight spacing
+- **Credit block:** Standard hierarchical layout in lower portion, clean sans-serif presentation
+
+**TYPOGRAPHY INTEGRATION RULES:**
+
+- **Separation principle:** Typography exists within negative space, never overlapping central imagery
+- **Hierarchy clarity:** Film title most prominent, tagline secondary, credits tertiary
+- **Psychological taglines:** Short, provocative, memorable phrases supporting conceptual theme
+- **Spatial treatment:** Phototypesetting flexibility allowing dramatic spacing and positioning
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with offset lithography precision - sharp edges, flat color application, perfect registration
+
+**FORMAT-SPECIFIC RULES:**
+
+- **Movie poster mode:** Essential title/tagline/credits required for commercial authenticity
+- **Psychological impact:** Typography supports rather than competes with central symbolic concept
+- **Period accuracy:** Fonts and spacing authentic to 1970s phototypesetting capabilities
+
+---
+
+# Hans Hillmann
+
+**Version:** 4.2
+ **Purpose:** Authentic reproduction of Hans Hillmann's 1955-1975 modern German film poster aesthetic with conceptual minimalism, intellectual rigor, and post-war modernist design principles.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Conceptual metaphor and intellectual challenge over literal representation.
+- **Technical Measurement Authority:** Quantitative specifications ("40-60% figure occupation", "offset lithography precision") override descriptive language ("enigmatic", "sparse").
+- **Process-Over-Result Priority:** 1950s-1970s offset lithography production methods supersede digital perfection.
+- **Intellectual Rigor Authority:** Conceptual depth and psychological metaphor supersede conventional poster marketing.
+- **Modernist Minimalism Authority:** Post-war German design principles override maximalist commercial trends.
+
+**Face-Treatment Flags (mandatory selection):**
+
+- `psychological-fragmented`: Obscured, fragmented, or abstracted human forms serving conceptual rather than literal purpose
+- `offset-precision`: Clean offset lithography reproduction with hard edges and flat color planes
+- `photographic-manipulation`: Use of negatives, torn photographs, and collage techniques
+
+**Pose Flags (mandatory selection):**
+
+- `conceptual-symbolic`: Figures as psychological metaphors rather than literal character representation
+- `fragmented-identity`: Human forms deliberately obscured or partially concealed
+- `disembodied-gesture`: Isolated hands, partial figures serving narrative symbolism
+
+**Canvas Control Flags (mandatory selection):**
+
+- `strict-reframe`: German film poster format proportions (portrait orientation)
+- `engineered-composition`: Rigorously structured modernist layout principles
+
+**Production Authenticity Flags (mandatory selection):**
+
+- `offset-lithography-1950s-70s`: Mid-century commercial printing with characteristic material properties
+- `poster-paper-matte`: Non-glossy, absorbent surface typical of period film advertising
+- `german-modernist-precision`: Post-war design aesthetic with intellectual sophistication
+
+**Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences. **Scale-Dependent Technique:** Viewing distance requirements affect symbolic clarity and typographic hierarchy. **Cultural Production Authenticity:** Post-war German modernist methods take precedence over contemporary interpretations. **Quantifiers authoritative:** numeric anchors are targets. **Text policy:** Only render text if Section 8 authorizes. **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral. **Gender expression:** Respect presented. **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics. **Period Production Authenticity:** For 1950s-1970s poster styles, use period-appropriate printing methods, paper quality, and color registration limitations. **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits. **Failure Mode Flags:** Avoid maximalist compositions, literal film representations, conventional genre tropes, sentimental beauty. **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **German film poster portrait ratio** - ignore source image dimensions completely.
+- Redraw in **Hans Hillmann's 1955-1975 Modern German Film Poster Style** for **cinema advertising format**.
+- Identity via conceptual metaphor, psychological symbolism, intellectual enigma rather than literal character depiction.
+- **IP Safeguard Declaration:** Create original conceptual designs avoiding copyrighted elements, focusing on symbolic and metaphorical representation.
+- **Face-Treatment Flag:** `psychological-fragmented` + `offset-precision`
+- **Pose Flag:** `conceptual-symbolic`
+- **Canvas Control Flag:** `strict-reframe`
+- **Production Flag:** `offset-lithography-1950s-70s`
+- **Style Dominance:** Intellectual modernist design over conventional commercial poster marketing.
+- **Mode Selector:** Art house cinema poster.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** German film poster standard (portrait orientation)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend minimalist background elements to fill exact poster proportions
+- **Spatial Allocation:** Primary conceptual element 40-60% canvas, positioned for maximum psychological impact
+- **Background Treatment:** Flat color fields or carefully controlled negative space serving compositional structure
+- **Format Justification:** Portrait orientation optimizes cinema lobby display and intellectual hierarchy
+
+**HILLMANN-SPECIFIC SPATIAL LOGIC:**
+
+- Conceptual element dominance: 40-60% canvas occupation with deliberate symbolic positioning
+- Negative space utilization: 40-60% empty areas as active compositional agents
+- Psychological tension: Spatial arrangement creating intellectual curiosity and interpretive challenge
+- Modernist grid: Underlying structural organization following post-war German design principles
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Post-war German modernism, Bauhaus design principles, New Objectivity movement, Hans Leistikow mentorship, Neue Filmkunst creative freedom
+- **Medium/Production method:** Hybrid approach combining traditional illustration, watercolor techniques, photographic manipulation, and collage reproduced via offset lithography on standard poster paper
+- **Thematic purpose:** Create intellectually challenging visual metaphors that provoke curiosity and interpretation rather than literal film promotion
+- **Hallmark motifs with specifications:**
+  1. **Obscured/fragmented figures:** Human forms hidden behind torn photographs, concealed with symbolic elements, or reduced to essential gestures creating "broken psyche" representation
+  2. **Symbolic disembodied hands:** Isolated hands serving narrative and psychological functions, often reversing or subverting expected actions
+  3. **Engineered typographic forms:** Typography as primary structural element, text functioning as architecture and concept rather than mere information
+  4. **Stark color limitation:** Monochromatic schemes (black/white/single accent) or extremely limited palettes serving psychological rather than decorative purpose, avoiding contemporary multi-color vibrancy
+  5. **Flattened graphic space:** Two-dimensional compositional approach rejecting realistic perspective in favor of symbolic arrangement
+- **Period framing:** 1955-1975 post-war West German cultural reconstruction era
+- **Tone Tag:** Intellectually rigorous, psychologically challenging, modernist sophistication
+- **Production Era Authenticity:** Mid-century offset lithography with period-appropriate color registration and paper absorption characteristics
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+**OFFSET LITHOGRAPHY ANCHORS:**
+
+- **Edge quality:** Extremely precise, hard edges characteristic of mid-century commercial printing
+- **Color application:** Flat, unmodulated planes with distinct color separations, no modern CMYK patterns
+- **Surface interaction:** Subtle ink absorption into poster paper creating softer edge quality than digital printing
+- **Registration precision:** Minor color registration drift possible, characteristic of period printing technology
+- **Material integration:** Typography and imagery printed via same process, ensuring cohesive material quality
+
+**CONCEPTUAL DESIGN ANCHORS:**
+
+- **Symbolic fragmentation:** Primary figures deliberately obscured, partially concealed, or abstracted into metaphorical elements
+- **Photographic manipulation:** Integration of photographic negatives, torn imagery, and collage techniques
+- **TYPOGRAPHIC ARCHITECTURE ANCHOR:** Typography functioning as primary structural element occupying 15-25% canvas area maximum, never exceeding conceptual element dominance
+- **Psychological perspective:** Non-realistic spatial arrangement reflecting emotional/conceptual rather than physical reality
+
+**SCALE HIERARCHY ANCHOR:** Primary conceptual element 40-60% canvas occupation, typography 15-25% as architectural element, background serving structural rather than decorative function
+
+**MATERIAL AUTHENTICITY ANCHOR:** Mid-century offset lithography characteristics - flat color separations, subtle ink absorption, period-appropriate registration quality
+
+**PERIOD CONSISTENCY ANCHOR:** 1955-1975 German modernist design principles, post-war cultural reconstruction aesthetic, Neue Filmkunst distribution standards
+
+**CANVAS ADAPTATION ANCHOR:** Composition engineered specifically for German film poster format with intellectual hierarchy optimization
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**CONCEPTUAL SYMBOLISM PRIORITY:**
+
+- Focus on symbolic representation rather than literal costume accuracy
+- Human elements serve psychological narrative function
+- Props and clothing as metaphorical rather than realistic elements
+
+**GENRE-SPECIFIC CONCEPTUAL COHERENCE:**
+
+```yaml
+art_house_psychological:
+  symbols: [fragmented_faces, torn_photographs, symbolic_hands, abstract_gestures]
+  treatments: [photographic_negatives, collage_fragments, shadow_silhouettes, conceptual_obscuration]
+  typography: [architectural_text_blocks, engineered_letterforms, structural_hierarchy]
+  color_dominance: [stark_monochrome_90%, single_strategic_accent_10%]
+
+crime_thriller_metaphorical:
+  symbols: [disembodied_hands, broken_identities, symbolic_weapons, psychological_fragments]
+  treatments: [high_contrast_shadows, mysterious_concealment, symbolic_reversal, narrative_subversion]
+  typography: [bold_geometric_sans, integrated_text_architecture, modernist_hierarchy]
+  color_dominance: [black_white_base_85%, psychological_accent_15%]
+
+international_cinema_universal:
+  symbols: [universal_gestures, cultural_translation_symbols, human_condition_metaphors]
+  treatments: [simplified_graphic_forms, essential_symbolic_elements, cross_cultural_clarity]
+  typography: [clean_modernist_sans, geometric_precision, international_legibility]
+  color_dominance: [limited_monochrome_80%, cultural_significance_color_20%]
+
+intellectual_art_film:
+  symbols: [philosophical_abstractions, existential_metaphors, psychological_landscapes]
+  treatments: [extreme_minimalism, conceptual_challenge, interpretive_openness]
+  typography: [typography_as_primary_image, text_architectural_dominance, modernist_precision]
+  color_dominance: [severe_monochrome_95%, minimal_accent_5%]
+```
+
+**COHERENCE FILTER:** All elements support single conceptual metaphor with intellectual challenge; fallback = pure symbolic abstraction
+
+------
+
+### 6) Constraints
+
+**CANVAS NEGATIVES (≥2):**
+
+- "maximalist compositions", "multiple competing focal points", "conventional genre tropes", "floating heads arrangements"
+- "literal scene representations", "plot spoiler depictions", "straightforward character portraits", "action sequence illustrations"
+- "contemporary pop art aesthetics", "Roy Lichtenstein color blocking", "modern graphic design trends", "commercial color combinations"
+- "multi-color vibrancy", "saturated color schemes", "decorative color palettes", "contemporary design conventions"
+- "digital effects", "modern gradients", "software textures", "contemporary photo manipulation"
+- "sentimental beauty", "conventional attractiveness", "commercial prettiness", "decorative elements"
+- "source image dimensions", "original aspect ratio", "realistic perspective illusion"
+
+**CANVAS POSITIVES (≥2):**
+
+- "exactly German film poster portrait ratio", "recomposed for cinema display format"
+- "40-60% conceptual element occupation", "deliberate negative space utilization"
+- "offset lithography hard edges", "flat color plane precision", "mid-century printing authenticity"
+- "stark monochromatic schemes", "single strategic accent color maximum", "severe color limitation"
+- "1950s-1970s German aesthetic", "post-war modernist restraint", "intellectual color discipline"
+- "psychological fragmentation", "intellectual challenge", "symbolic metaphor over literal representation"
+- "engineered typographic architecture", "modernist structural principles", "post-war German design aesthetics"
+
+**VOCABULARY WARNINGS:**
+
+- Avoid "pretty," "beautiful," "attractive" - use "intellectually rigorous," "psychologically challenging," "conceptually demanding"
+- Avoid "realistic," "literal," "straightforward" - use "symbolic," "metaphorical," "enigmatic"
+- Avoid "decorative," "ornamental," "embellished" - use "essential," "structural," "minimal"
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (German Portrait Format):**
+
+- **Vertical emphasis:** Conceptual element dominance with psychological spatial tension
+- **Subject allocation:** Primary symbolic motif 40-60% canvas, positioned for maximum interpretive challenge
+- **Hierarchical staging:** Concept > typography > background structure
+
+**HILLMANN-SPECIFIC COMPOSITION ANCHORS:**
+
+- **Perspective regime:** Flattened 2D graphic space rejecting realistic depth illusion in favor of symbolic arrangement
+- **Figure-ground relationship:** 50% conceptual element, 50% active negative space creating psychological tension
+- **Density specification:** Extreme minimalism with single powerful idea and strategic emptiness
+- **Lighting logic:** Conceptual rather than realistic lighting serving psychological narrative
+- **Detail hierarchy:** Maximum precision on central metaphor, structural minimalism for supporting elements
+
+**BACKGROUND TREATMENT:**
+
+- **Surface Context:** Flat color fields or carefully controlled negative space serving compositional architecture
+- **Integration method:** Backgrounds as active structural elements rather than passive settings
+- **Symbolic function:** Environmental elements serving metaphorical rather than literal narrative purpose
+- **Color relationships:** Background colors supporting conceptual theme through psychological association
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Mid-century poster paper simulation with matte finish and period absorption characteristics
+- **Frame Policy:** No decorative frames - clean modernist edge-to-edge composition
+- **Production Context Anchor:** 1955-1975 offset lithography with German commercial printing standards
+- **Ratio Enforcement Anchor:** All elements engineered specifically for German film poster format
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY DECISION:** Typography essential as architectural structural element
+
+**IF TYPOGRAPHY ALLOWED:**
+
+- **Ratio-Appropriate Zones:** Typography integrated as primary compositional architecture, not information overlay
+- **Copy limits:** Film title + essential credits with modernist hierarchy
+- **Period-Appropriate Typography:** Clean geometric sans-serif fonts reflecting German modernist design principles
+
+**HILLMANN-SPECIFIC TYPOGRAPHY:**
+
+**Primary Font Recommendations:**
+
+- **Architectural text:** Clean geometric sans-serif with structural precision. Closest Google Font: Work Sans (modernist geometry, 80% match). Better: Helvetica or Univers with engineered spacing
+- **Title typography:** Bold geometric forms functioning as compositional elements. Closest Google Font: Montserrat (geometric structure, 75% match). Better: Futura or Akzidenz-Grotesk
+- **Credit hierarchy:** Structured modernist sans-serif with German design precision. Closest Google Font: Source Sans Pro (utilitarian clarity, 85% match). Better: DIN or similar technical sans-serif
+
+**TYPOGRAPHY INTEGRATION RULES:**
+
+- **Architectural function:** Typography as primary visual element occupying 15-25% canvas area
+- **Structural hierarchy:** Text elements serving compositional organization rather than mere information delivery
+- **Modernist precision:** Clean geometric letterforms with engineered spacing and alignment
+- **Conceptual integration:** Typography supporting rather than competing with central metaphorical concept
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with offset lithography precision - hard edges, flat color application, period-appropriate registration characteristics
+
+**FORMAT-SPECIFIC RULES:**
+
+- **Art house cinema mode:** Typography as intellectual architectural element supporting conceptual challenge
+- **German design tradition:** Modernist principles with post-war reconstruction aesthetic sophistication
+- **International distribution:** Clean geometric forms maintaining legibility across cultural contexts
\ No newline at end of file
diff --git a/styles-source/archive/norman_rockwell_analysis.md b/styles-source/archive/norman_rockwell_analysis.md
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@@ -0,0 +1,194 @@
+# Norman Rockwell
+
+**Evidence-Based Analysis:** 18 image forensic examination reveals Rockwell as master commercial illustrator, not fine artist. Work shows consistent thematic coherence across 6 major narrative clusters with genre-specific technical adaptations serving Saturday Evening Post editorial requirements.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications ("3-5mm impasto thickness", "60-degree brush angle") override descriptive language.
+- **Process-Over-Result Priority:** How oil paint is applied supersedes visual appearance descriptions.
+- **Commercial Illustration Authority:** Saturday Evening Post editorial constraints take precedence over fine art preferences.
+- **Narrative-First Mandate:** Every compositional element must serve clear storytelling function.
+- **Anti-Slick Bias:** Visible bristle brush texture required; smooth sable finish explicitly prohibited.
+- **Face-Treatment Flags:** `oil-fat-over-lean`, `bristle-brush-texture`, `impasto-sculptural`, `glazing-layers-buildup`, `mixed-media-linear`
+- **Pose Flags:** `candid-motion`, `psychological-tension`, `gestural-fluid`, `cultural-traditional`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+- **Material Physics Authority:** Oil paint application, canvas preparation, and bristle brush specifications override aesthetic preferences.
+- **Scale-Dependent Technique:** Magazine cover reproduction requirements affect brushwork precision and detail hierarchy.
+- **Narrative Production Authenticity:** Every element serves clear storytelling purpose - no decorative elements.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - magazine mastheads/coverlines only.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest 1940s-appropriate clothing; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented within period social norms.
+- **Material authenticity:** Authentic oil painting techniques with visible bristle brush marks; no digital simulation.
+- **Period Production Authenticity:** 1940s-1950s Saturday Evening Post reproduction methods - offset lithography halftone patterns.
+- **Composition boundaries:** Magazine cover format with potential masthead integration zone.
+- **Failure Mode Flags:** Avoid fine art autopilot, abstract elements, dramatic angular perspectives, glamour photography aesthetics.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (Saturday Evening Post cover format) - ignore source image dimensions completely.
+- Redraw in **Norman Rockwell American Realist commercial illustration style** for **magazine cover specification**.
+- Identity via silhouette/gesture/expression maintaining authentic character types.
+- **IP Safeguard Declaration:** Create original sincere, homespun character designs avoiding copyrighted magazine elements appropriate to Rockwell's editorial constraints.
+- Declare **Face-Treatment Flag:** `oil-fat-over-lean`
+- Declare **Pose Flag:** `candid-motion`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance line:** Narrative illustration over aesthetic perfection.
+- **Mode Selector:** Magazine cover editorial illustration.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:** `2:3` (Saturday Evening Post cover format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background and recompose-entirely for magazine cover layout
+- **Spatial Allocation:** Subject placement in upper 60% with lower 40% potential masthead zone
+- **Background Treatment:** Environmental context supporting narrative without overwhelming figures
+- **Format Justification:** Vertical portrait optimized for newsstand visibility and editorial content integration
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** American Realism movement, Ashcan School mentorship (Robert Henri), Old Master genre painters (Pieter Bruegel), commercial illustration traditions
+- **Medium/Production method:** Oil on double-primed linen canvas, bristle brush application, impasto buildup with glazing techniques, raw sienna imprimatura base
+- **Thematic purpose:** Human-interest narrative illustration for mass-market family magazine audience
+- **5 hallmark motifs with quantified specifications:**
+  1. **Expressive Faces:** Genuine emotion through extensive model direction - 15-20 degree head tilt variations, authentic character casting over conventional beauty
+  2. **Character-Defining Hands:** Occupational/personality revealing hand positions - gnarled laborer hands vs. graceful feminine gestures, specific 45-degree finger articulations
+  3. **Authentic American Figures:** Sincere, homespun types - 0% glamour models, 100% neighbor/friend casting, Michelangelo classical proportions for heroic figures
+  4. **Meticulous Prop Detail:** Weather-beaten authentic objects - field-purchased farmer trousers, genuine period accessories, 3-5mm paint texture on fabric rendering
+  5. **Narrative Center Focus:** All gazes/gestures directing toward single story point - mathematical convergence within 15-degree cone angle
+- **Period framing:** 1940s-1950s peak Saturday Evening Post era, wartime/post-war American optimism
+- **Tone Tag:** Heartwarming, sincere, accessible American family values
+- **Production Era Authenticity:** Offset lithography reproduction requirements - visible halftone dot patterns, newsprint color limitations, magazine paper texture absorption
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Oil Paint Application:** Mixed technique combining opaque impasto (3-5mm thickness) with translucent glazing, fat-over-lean layering methodology, bristle brush texture preservation
+- **Surface Preparation:** Double-primed linen canvas or gessoed Masonite panel, warm raw sienna imprimatura wash, tempera-like luminous quality achievement
+- **Brush Technique:** Rubens long bristle flat brushes exclusively, 60-degree angle application for visible texture, explicit avoidance of sable brushes for non-slick finish
+- **Color Mixing Method:** Complete color studies on photographic layouts before final canvas, specific Winsor & Newton palette: French ultramarine blue, viridian, lemon yellow, cadmium yellow pale, yellow ochre, raw sienna, raw umber, burnt sienna, vermilion, cadmium red deep, Venetian red, zinc white, ivory black
+- **Detail Hierarchy Anchor:** Meticulous prop accuracy with subordinated background elements, clear center of interest establishment, narrative clarity over decorative perfection
+- **Pose Anchors:** Choreographed authentic action through model direction, specific verbal coaching documentation ("Toe in! Raise your elbow. Relax! Lean forward!"), extensive reference photography integration
+- **Scale Hierarchy Anchor:** Figure dominance 70-85% of picture plane, environmental context 40-60% supporting without overwhelming
+- **Material Authenticity Anchor:** Authentic oil painting surface characteristics with measurable impasto thickness and visible bristle marks - no digital simulation permitted
+- **Period Consistency Anchor:** All elements serve 1940s-1950s editorial illustration function with documented Saturday Evening Post production methods
+- **Canvas Adaptation Anchor:** Composition optimized for 2:3 magazine cover format with masthead integration consideration
+
+------
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+- **Wardrobe tracks:** Period-accurate 1940s-1950s construction methods
+
+  - Adult feminine: House dresses, aprons, victory rolls, practical shoes, authentic fabric drape
+  - Adult masculine: Work clothes, suits, suspenders, period-appropriate casual wear
+  - Youth: Knickers, pinafores, school clothes, scout uniforms, authentic children's proportions
+
+- **Fabric behavior:** Authentic material physics - cotton house dress drape, wool suit weight, denim work wear stiffness, period fabric technology limitations
+
+- **Accessory caps:** Minimalist 1-2 maximum, authentic period objects with documented wear patterns
+
+- **Color palette:** Muted earth tone base with selective bright accent strategy - no modern synthetic colors, period dye technology accuracy
+
+- **Wardrobe variation required:** Cycle through period-appropriate class/occupation indicators - working class authenticity over middle-class sanitization
+
+- **Props:** 1 hero prop + 1 micro detail maximum, authentic period objects with actual wear/age characteristics
+
+- **Coherence filter:** All elements serve narrative function within Saturday Evening Post editorial guidelines; fallback = clean, family-appropriate scene
+
+- **YAML prop pools:**
+
+  ```yaml
+  hero_props: [lunch_counter_stool, voting_booth_lever, thanksgiving_turkey, artist_easel, military_duffel_bag]micro_props: [reading_glasses, fountain_pen, worn_newspaper, family_photograph, pocket_watch]authentic_wear: [weather_beaten_trousers, paint_splattered_apron, polished_military_boots, well_used_work_gloves]
+  ```
+
+------
+
+### 6) Constraints
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "fine art gallery presentation"
+  - "slick smooth sable brush finish", "abstract elements", "dramatic angular perspective"
+  - "glamour model casting", "conventional beauty standards", "commercial perfection"
+  - "pure landscape", "non-human subjects", "controversial political content"
+- **Canvas Positives (≥2):**
+  - "exactly 2:3 magazine cover format", "recomposed for Saturday Evening Post layout"
+  - "bristle brush texture visible", "3-5mm impasto paint thickness", "oil fat-over-lean technique"
+  - "sincere homespun character types", "authentic period costume accuracy", "narrative clarity over aesthetic perfection"
+  - "offset lithography halftone reproduction quality", "1940s-1950s editorial illustration standards"
+- **Vocabulary warnings:** Avoid "glamorous," "sophisticated," "stylized" for character descriptions. Avoid "abstract," "artistic," "avant-garde" for technical approach.
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For 2:3 Magazine Cover:** Vertical emphasis with upper 60% figure dominance, lower 40% potential masthead zone, hierarchical staging for newsstand visibility
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Parallel perspective with straight-on theatrical viewpoint, intentionally avoiding sharp angular perspectives unless depicting intense action
+- **Grid/symmetry:** Classical composition principles with clear center of interest establishment
+- **Figure:ground ratio:** 70-85% figure dominance with 40-60% environmental context supporting narrative
+- **Density percentage:** High detail concentration in narrative focal areas with simplified background elements
+- **Lighting logic:** Natural daylight simulation appropriate to scene setting, no dramatic studio lighting effects
+- **Detail:negative space ratio:** Meticulous prop detail balanced with compositional clarity, never cluttered layouts
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Double-primed linen canvas or gessoed Masonite panel appropriate to 1940s-1950s commercial illustration standards
+- **Frame/Band Anchor:** Omit entirely - magazine cover format with potential masthead integration only
+- **Production Context Anchor:** Offset lithography reproduction substrate with characteristic halftone dot patterns and period printing limitations
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 magazine cover format with masthead consideration zones
+
+------
+
+### 8) Typography & Text Integration
+
+- **Binary:** Omit all text elements.
+- **Text Policy:** No mastheads, coverlines, or typography of any kind. Pure illustration only.
+- **Format-Specific Text Rules:**
+  - **Museum print mode:** Omit all text entirely including magazine mastheads and editorial elements
+  - **Gallery presentation:** Clean illustration without publication artifacts
+- **Signature Treatment:** Artist signature "Norman Rockwell" rendered in paint as integral part of illustration, typically lower right corner
+- **Historical accuracy:** Presentation as standalone illustration artwork separate from magazine publication context
+- **Production Method Integration:** Focus on oil painting authenticity without printing/publication overlay elements
+
+------
+
+## Evidence-Based Validation Requirements
+
+**Visual Evidence Compliance:**
+
+- Thematic cluster adherence: Americana/Civic, Family/Domestic, Coming of Age, Holiday/Seasonal, Working Life, Social Interaction
+- Technical marker verification: Oil on canvas, bristle brush texture, mixed technique application, authentic color palette
+- Anti-pattern avoidance: No slick finish, no abstract elements, no dramatic angles, no pure landscapes, no controversial content
+- Production context accuracy: Saturday Evening Post format, offset lithography reproduction quality, 1940s-1950s period consistency
+
+**Commercial Reality Check:**
+
+- Editorial constraint compliance over artistic vision preferences
+- Mass-market family audience appropriateness maintained
+- Narrative clarity prioritized over aesthetic sophistication
+- Period-appropriate social norms and values reflected
+
+This framework is based on forensic analysis of 18 authentic Rockwell works, emphasizing his role as commercial illustrator serving specific editorial and market functions rather than pursuing unified artistic vision.
\ No newline at end of file
diff --git a/styles-source/archive/pixel_art_prompts.md b/styles-source/archive/pixel_art_prompts.md
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index 0000000..4b91b46
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@@ -0,0 +1,941 @@
+# **Pixel Art Style Prompts - Museum-Grade Framework v2.0**
+
+**Version:** 2.0
+ **Purpose:** Comprehensive framework enforcing hardware-accurate pixel art generation through period-specific technical constraints and authentic production methods from gaming history (1983-present).
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+### 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Compose for 256×240 pixel resolution (4:3 display ratio)
+- **Style over likeness:** Character recognition via 8×8 tile-based iconic silhouette
+- **Technical Measurement Authority:** "54-color NES master palette", "8 sprites per scanline", "16×16 attribute blocks", "3 unique colors + 1 transparent per sprite palette" override descriptive language
+- **Process-Over-Result Priority:** Tile-based construction and hardware palette restrictions supersede smooth rendering
+- **Custom Flag Authorization:** `sprite-flicker-authentic`, `attribute-table-blocking`, `bank-switching-tiles`
+- **Anti-Conventional Bias:** Embrace sprite flicker, color banding, tile repetition as authentic features
+- **Face-Treatment Flags:** `pixel-stepped`, `palette-limited-8bit`, `sprite-grid-locked`
+- **Pose Flags:** `frontal-rigid`, `power-stance`
+- **Canvas Control Flags:** `format-native`
+- **Material Physics Authority:** CRT phosphor simulation with NTSC color bleeding
+- **Scale-Dependent Technique:** Readable at 256×240, designed for CRT viewing distance
+- **Quantifiers authoritative:** 8×8 tile unit, 54-color palette, 64 sprite maximum are hard limits
+- **Text policy:** Only 8×8 pixel font tiles if Section 8 authorizes
+- **Safety/IP:** No copyrighted game characters, no trademarked logos
+- **Material authenticity:** Pure hardware rendering, no modern post-processing
+- **Period Production Authenticity:** NES-era (1983-1994) tile system with characteristic limitations
+- **Composition boundaries:** No frames outside canvas; authentic HUD/box art only
+- **Failure Mode Flags:** Avoid smooth gradients, anti-aliasing, unlimited color defaults
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **256×240 pixels** - ignore source image dimensions completely
+- Redraw in **8-bit NES sprite style** for **CRT television display (1983-1994 era)**
+- Identity via chunky 8×8 tile silhouette and restricted 3-color sprite palette
+- **IP Safeguard Declaration:** Original character design avoiding copyrighted Nintendo/Capcom/Konami sprites and game-specific iconography
+- Declare **Face-Treatment Flag:** `sprite-grid-locked`
+- Declare **Pose Flag:** `frontal-rigid` or `power-stance`
+- Declare **Canvas Control Flag:** `format-native`
+- **Style Dominance:** NES hardware constraints (64 sprite tile limit, 8 per scanline, 4 sprite sub-palettes, attribute table blocking) override realistic rendering
+- **Mode Selector:** Game sprite
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `256:240` (NES native resolution, displays as 4:3)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Strict 8×8 tile grid alignment, no sub-pixel positioning
+- **Spatial Allocation:** Character centered in 256×240 viewport, tile-aligned to prevent sub-pixel shimmer
+- **Background Treatment:** Modular 16×16 attribute blocks with 4 palette maximum, repeating tile patterns
+- **Format Justification:** Native NES resolution ensures authentic hardware tile system and scanline limitations
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Super Mario Bros. (1985), The Legend of Zelda (1986), Mega Man (1987), Donkey Kong (1981), Punch-Out!! (1987)
+- **Medium/Production method:** NES Picture Processing Unit (PPU) rendering via 8×8 tile construction with strict VRAM constraints
+- **Thematic purpose:** Authentic NES-era gaming (1983-1994) with chunky pixel aesthetic
+- **3-5 hallmark motifs with quantified specifications:**
+  - 8×8 pixel tile construction with visible chunky grid structure
+  - 54-color NES master palette with maximum 13 on-screen (4 background palettes × 3 colors + 4 sprite palettes × 3 colors + 1 shared)
+  - 3 unique colors + 1 transparent color per sprite sub-palette (Mario: red cap, brown hair, tan skin)
+  - Flat color fills only - NO gradients, NO dithering, NO anti-aliasing
+  - 16×16 attribute table color blocking creating visible checkerboard palette boundaries
+- **Period framing:** Early console gaming era (1983-1994), NES cartridge limitations
+- **Tone Tag:** Chunky, iconic, high-contrast, geometric, simplified
+- **Production Era Authenticity:** NES tile system with ROM budget constraints and bank switching techniques
+## 4) Technical Method & Mark-Making
+
+- **Line quality with tool marks:** Chunky blocky edges aligned to 8×8 grid, single-pixel width, hard 90-degree corners, absolutely NO anti-aliasing
+- **Color mixing methods:** Flat color fills ONLY - no gradients, no blending, no dithering; NES 54-color master palette exclusively
+- **Texture thickness specifications:** Pure flat pixel blocks with no depth simulation - Super Mario Bros. flatness reference
+- **Edge treatment:** Hard tile boundaries aligned to 8×8 grid, jagged edges acceptable and authentic
+- **Stroke economy with directional requirements:** Extreme minimalism due to 256-tile VRAM limit - geometric simplification like Mega Man
+- **Surface depth measurements:** Completely flat 2D plane - no shading gradients, only solid color separation
+- **Detail hierarchy with proportional specifications:** Character 12-24 pixels height typical (Mario-sized), faces reduced to 2-3 pixel eyes, simplified geometric shapes
+- **Material simulation with authentic characteristics:** Raw NES PPU output - chunky pixels like Donkey Kong, Punch-Out!! character sizing
+- **Pose Anchors:** Character fits within 8-16 sprite tiles total, frontal or profile view typical
+- **Scale Hierarchy Anchor:** 8×8 tile base unit mandatory, all elements tile-grid aligned
+- **Material Authenticity Anchor:** Pure pixel-stepped output with visible tile construction
+- **Period Consistency Anchor:** All elements conform to 1983-1994 NES hardware specifications - reference Phantasy Star portraits for face detail limits
+- **Production Method Anchor:** Tile-based construction like Super Mario Bros. level design
+- **Canvas Adaptation Anchor:** Composition optimized for 256×240 with severe sprite budget constraints
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Simplified iconic outfits reduced to 3-color sprite palette blocks, tile-efficient designs
+- **Fabric behavior:** No draping physics, static tile-based chunky shapes
+- **Accessory caps:** Minimalist 0-1 items due to strict tile and palette limits
+- **Color palette restrictions:** NES master palette only (54 colors total), 3 unique + 1 transparent per sprite
+- **Wardrobe variation required:** Palette patching technique (reuse base sprite with different color assignment)
+- **Props:** Maximum 1 hero prop using separate 8×8 sprite tiles
+- **Coherence filter:** All elements support NES hardware limitations
+- **YAML prop pools:**
+
+```yaml
+nes_hero_props:
+  weapons: [sword_8x16_tiles, shield_8x8_tiles, bow_8x8_tiles]
+  power_ups: [mushroom_8x8, star_8x8, heart_8x8]
+  tools: [key_8x8, bomb_8x8, potion_8x8]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives (≥2):**
+
+- "smooth gradients"
+- "anti-aliased edges"
+- "soft shading"
+- "dithering patterns"
+- "photorealistic detail"
+- "sub-pixel rendering"
+- "color blending"
+- "more than 54 total colors"
+- "more than 3 colors per sprite"
+- "tiles smaller than 8×8 pixels"
+- "CRT effects or scan lines"
+- "decorative frames or borders"
+- "modern post-processing"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly 256×240 pixels"
+- "8×8 tile grid locked"
+- "chunky blocky pixels like Super Mario Bros"
+- "flat color fills only"
+- "NES 54-color master palette"
+- "3 unique colors + transparent per sprite"
+- "16×16 attribute table blocking"
+- "visible tile construction"
+- "geometric simplification like Mega Man"
+- "hard pixel edges"
+- "no anti-aliasing whatsoever"
+
+**Vocabulary warnings:** Avoid "smooth", "gradient", "realistic", "detailed", "anti-aliased", "blended", "CRT filter", "frame border" - these violate authentic NES hardware output
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- 256×240 NES viewport with strict tile-based scene construction
+- Character dominance ≥60% for platformers, ≥40% for adventure games
+- Hierarchical staging with 16×16 attribute block palette awareness
+- Background constructed from repeating 8×8 tiles with 4 palette maximum
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Flat 2D or simple parallax scrolling (single background layer typical)
+- **Grid/symmetry:** Strict 8×8 tile alignment mandatory
+- **Figure:ground %:** 60:40 typical for action games, 50:50 for RPGs
+- **Density %:** Minimal due to 64 sprite tile on-screen limit
+- **Lighting logic:** Flat top-down lighting or simple directional with hard shadows
+- **Detail:negative space ratio:** High negative space required for sprite budget management
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Raw gameplay screen, no decorative framing
+- **Frame/Band Anchor:** FORBIDDEN - no presentation frames, borders, or CRT effects; only authentic in-game HUD (score, lives, time displays)
+- **Production Context Anchor:** NES cartridge graphics with tile-based VRAM rendering
+- **Ratio Enforcement Anchor:** 256×240 native resolution, pure pixel output without post-processing
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** Allow for authentic 8×8 pixel font tiles
+- **If allowed:**
+  - **Ratio-Appropriate Zones:** Text limited to HUD areas or dialogue boxes
+  - **Copy limits:** ≤4 words typical per text box, tile-based character rendering
+  - **Period-Appropriate Typography:** 8×8 tile-based bitmap fonts only
+  - **Font recommendation:** Press Start 2P (Google Font, 95% authentic NES match) or Pixel Emulator (100% period-accurate)
+- **Format-Specific Text Rules:** Game sprite mode = minimal text; use for status display or power-up names only
+- **Historical accuracy:** Fonts must use 8×8 tile grid with NES palette limitations
+- **Production Method Integration:** Text rendered as sprite tiles consuming VRAM budget
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+### 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** 16-bit hardware specifications override modern rendering techniques
+- **Canvas Override Mandate:** Compose for 256×224 pixels (SNES native resolution)
+- **Technical Measurement Authority:** "32,768 color palette", "256 on-screen colors", "15-color sub-palettes", "Mode 7 rotation" override descriptive language
+- **Process-Over-Result Priority:** Hardware sprite layering and Mode 7 effects supersede 3D rendering
+- **Custom Flag Authorization:** `mode-7-rotation`, `transparency-effects`, `sprite-scaling`
+- **Face-Treatment Flags:** `anime-pixel-style`, `gradient-dithering`, `soft-pixel-edges`
+- **Pose Flags:** `contrapposto`, `heroic-stance`, `battle-ready`
+- **Canvas Control Flags:** `format-native`
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **256×224 pixels** - ignore source dimensions
+- Redraw in **16-bit SNES JRPG style** for **enhanced console graphics (1990-1998 era)**
+- Identity via anime-influenced sprite design with expanded color palette
+- **IP Safeguard Declaration:** Original character avoiding Final Fantasy, Chrono Trigger, Secret of Mana copyrighted designs
+- Declare **Face-Treatment Flag:** `anime-pixel-style`
+- Declare **Pose Flag:** `heroic-stance`
+- Declare **Canvas Control Flag:** `format-native`
+- **Style Dominance:** SNES hardware advantages (256 colors, transparency, Mode 7) override 8-bit limitations while maintaining pixel aesthetic
+- **Mode Selector:** RPG character portrait
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `256:224` (SNES native resolution)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Flexible sprite positioning with 16×16 tile alignment
+- **Spatial Allocation:** Character portrait centered with RPG menu frame potential
+- **Background Treatment:** Mode 7 rotation-capable backgrounds, multiple parallax layers
+- **Format Justification:** SNES resolution allows detailed anime-style character sprites with rich environments
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Final Fantasy VI (1994), Chrono Trigger (1995), Secret of Mana (1993), Breath of Fire II (1994)
+- **Medium/Production method:** SNES Mode 1-7 rendering with transparency and sprite priority layering
+- **Thematic purpose:** Fantasy RPG character evolution from 8-bit to 16-bit anime aesthetics
+- **3-5 hallmark motifs:**
+  - 16×16 or 32×32 sprite tile construction
+  - 256 simultaneous colors from 32,768 master palette
+  - Gradient dithering for smooth color transitions
+  - Anime-influenced facial features with expressive eyes
+  - Mode 7 rotation effects for dramatic backgrounds
+- **Period framing:** 16-bit JRPG golden era (1990-1998), Super Nintendo Entertainment System
+- **Tone Tag:** Whimsical, heroic, anime-influenced, fantasy adventure
+## 4) Technical Method & Mark-Making
+
+- **Line quality:** Clean pixel edges with selective interior anti-aliasing
+- **Color system:** 256 on-screen from 32,768 palette, 15-color sprite sub-palettes
+- **Texture:** Gradient dithering (checkerboard patterns), transparency effects, Mode 7 pseudo-3D
+- **Detail hierarchy:** Anime facial features (large eyes, expressive mouth), detailed costume elements
+- **Material simulation:** SNES rendering with reduced color bleeding, transparency layers
+- **Pose Anchors:** Dynamic RPG battle stances, character height 32-48 pixels typical
+- **Scale measurements:** 16×16 base tile unit, detailed 32×32 character heads
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Fantasy RPG archetypes (wizard robes, knight armor, rogue leathers)
+- **Fabric behavior:** Implied cape flutter, armor plates suggested through sprite animation
+- **Accessory caps:** Moderate 2-3 items (staff, sword, shield, hat)
+- **Color palette:** SNES 15-color sub-palettes allowing detailed costume variation
+- **YAML prop pools:**
+
+```yaml
+jrpg_equipment:
+  weapons: [crystal_sword, magic_staff, bow_and_arrow, dual_daggers]
+  armor: [plate_mail, mage_robe, leather_armor, royal_crown]
+  accessories: [magic_pendant, shield, spell_book, potion_belt]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Negatives:**
+
+- "8-bit limitations"
+- "solid color fills only"
+- "no transparency"
+- "no rotation"
+- "chunky NES style"
+
+**✅ Positives:**
+
+- "exactly 256×224 pixels"
+- "SNES 256-color display"
+- "gradient dithering"
+- "Mode 7 rotation capable"
+- "anime-influenced design"
+- "transparency effects"
+## 7) Composition & Lighting Patterns
+
+- Multiple parallax scrolling layers (3-4 typical)
+- Mode 7 rotation for dramatic camera angles
+- Character:background 70:30 for character focus
+- Fantasy environments (castles, forests, crystal caves)
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Font recommendation:** Final Fantasy menu fonts, Pixel Operator (Google Font), Dragon Warrior-style serif pixels
+- Dialogue boxes with border ornaments
+- Character name displays with fantasy typography
+
+------
+
+# Arcade Fighter Style (Street Fighter II / CPS-1) - Revised
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** CPS-1 arcade hardware specs override home console limits
+- **Canvas Override Mandate:** Compose for 384×224 pixels (CPS-1 standard)
+- **Technical Measurement Authority:** "4096 colors on-screen", "16×16 sprite tiles", "ROM budget paper-scissors method", "palette patching technique"
+- **Process-Over-Result Priority:** Kit-of-parts sprite construction supersedes unified character rendering
+- **Custom Flag Authorization:** `rom-budget-discipline`, `palette-patching`, `sprite-kit-assembly`
+- **Face-Treatment Flags:** `dynamic-expression`, `anime-influenced-faces`, `athletic-proportions`
+- **Pose Flags:** `dynamic-action`, `martial-stance`, `foreshortened-power`
+- **Canvas Control Flags:** `format-native`
+- **Anti-Conventional Bias:** Embrace athletic female proportions, avoid exaggerated musculature
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **384×224 pixels** - CPS-1 arcade standard
+- Redraw in **arcade fighter sprite style** (Capcom CPS-1/SNK Neo Geo era, 1991-1999)
+- Identity via dynamic martial arts pose with athletic proportions
+- **IP Safeguard Declaration:** Original fighter design avoiding Street Fighter, Fatal Fury, King of Fighters, Darkstalkers copyrighted characters and move sets
+- Declare **Face-Treatment Flag:** `anime-influenced-faces`
+- Declare **Pose Flag:** `martial-stance`
+- **Style Dominance:** CPS-1 sprite composition (16×16 tile assembly, high color count, ROM budget constraints) override simplified design
+- **Mode Selector:** Fighter character select portrait or versus screen
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `384:224` (CPS-1 arcade resolution)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Large character sprite assembly from multiple 16×16 tiles
+- **Spatial Allocation:** Character dominates frame (60-70%), lush detailed background (30-40%)
+- **Background Treatment:** Rich parallax layers with detailed stage environments - reference Street Fighter Alpha, Darkstalkers, King of Fighters backgrounds
+- **Format Justification:** Wide arcade resolution accommodates large fighter sprites with cinematic backgrounds
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Street Fighter II (1991), Street Fighter Alpha (1995), Darkstalkers (1994), Fatal Fury (1991), King of Fighters '94, Samurai Shodown (1993)
+- **Medium/Production method:** Capcom CPS-1/CPS-2 or SNK Neo Geo arcade boards with "paper and scissors" ROM budget tracking
+- **Thematic purpose:** Competitive arcade fighting game with instant character recognition and cinematic presentation
+- **3-5 hallmark motifs:**
+  - Athletic character sprites (48-96 pixels tall) with proportionate builds
+  - 15-color sub-palettes per sprite segment allowing rich shading
+  - Lush detailed backgrounds with multiple parallax layers (see Street Fighter Alpha stages)
+  - Dynamic foreshortening and action poses
+  - Palette patching for character variants (Ryu/Ken, Mai color swaps)
+- **Period framing:** Golden age of arcade fighters (1991-1999), CPS-1/CPS-2/Neo Geo hardware
+- **Tone Tag:** Dynamic, competitive, athletic, cinematic
+## 4) Technical Method & Mark-Making
+
+- **Line quality:** Sharp pixel outlines with 1-2 pixel width for character definition
+- **Color system:** 4096 colors on-screen (CPS-1), 15-color sub-palettes per sprite section
+- **Body proportions:** Athletic builds - female fighters reference Mai Shiranui, Chun-Li, Morrigan (athletic, feminine, NOT overly muscular)
+- **Material simulation:** Sprite tile assembly using kit-of-parts methodology, palette patching for variants
+- **Scale measurements:** Character height 64-96 pixels, composed from 24-48 individual 16×16 tiles
+- **Pose Anchors:** Martial arts stances with balanced weight distribution, dynamic but not extreme
+- **Background rendering:** Lush multi-layer parallax with detailed environments - sunset skies, city streets, temple courtyards, forest stages
+- **Production Method:** ROM budget tracking via physical paper boards, tile reuse maximization
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:**
+  - **Female fighters:** Athletic wear, traditional martial arts uniforms, fantasy costumes (reference Mai Shiranui's traditional Japanese outfit, Chun-Li's qipao, Cammy's leotard, Morrigan's succubus outfit)
+  - **Male fighters:** Martial arts gi, street fighter clothing, military gear, wrestling outfits
+- **Fabric behavior:** Dynamic cloth physics implied through sprite animation, flowing scarves, capes, ribbons
+- **Body types:**
+  - **Female:** Athletic, proportionate, feminine builds - NOT bodybuilder physiques
+  - **Male:** Muscular but varied (some lean like Ryu, some bulky like Zangief)
+- **Accessory caps:** Moderate 2-3 items (headband, gloves, weapons, ornamental pieces)
+- **Color palette:** Bold saturated colors with high contrast, vibrant costume designs
+- **YAML prop pools:**
+
+```yaml
+fighter_gear_female:
+  attire: [martial_arts_gi, traditional_outfit, athletic_bodysuit, fantasy_costume]
+  accessories: [hair_ribbon, fans, gloves, ornamental_jewelry]
+  weapons: [extendable_fans, kunai, chain_whip, magical_orbs]
+  
+fighter_gear_male:
+  attire: [karate_gi, military_fatigues, wrestling_singlet, street_clothes]
+  accessories: [headband, gloves, championship_belt, throwing_stars]
+  weapons: [bo_staff, nunchaku, tonfa, chain]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "static pose"
+- "limited colors"
+- "small sprites"
+- "simplified anatomy"
+- "home console limitations"
+- "overly muscular female characters"
+- "bodybuilder physique"
+- "plain backgrounds"
+- "single layer backgrounds"
+- "minimal environmental detail"
+
+**✅ Canvas Positives:**
+
+- "exactly 384×224 pixels"
+- "CPS-1 4096-color display"
+- "16×16 tile kit construction"
+- "dynamic martial arts pose"
+- "athletic proportions"
+- "feminine builds for female fighters"
+- "lush detailed backgrounds"
+- "multi-layer parallax environments"
+- "sunset skies and detailed stages"
+- "palette patching technique"
+- "ROM budget discipline"
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- Character dominance 60-70% of frame
+- Rich detailed backgrounds 30-40% with multiple parallax layers
+- Dynamic camera angles and dramatic foreshortening
+- Victory pose, combat-ready stance, or special move execution
+
+**BACKGROUND REQUIREMENTS:**
+
+- **Lush environmental detail:** Reference Street Fighter Alpha stages (sunset harbor, forest temple, city streets at dusk)
+- **Multiple parallax layers:** Foreground elements, mid-ground action area, detailed background depth
+- **Atmospheric effects:** Sunset gradients, rain, snow, mist, magical effects
+- **Stage variety:** Traditional temples, city rooftops, forest clearings, castle courtyards, harbor docks
+- **Color richness:** Vibrant stage colors that complement but don't overwhelm character sprites
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Dynamic camera angles with dramatic foreshortening
+- **Lighting:** Dramatic directional lighting, sunset backlighting, stage spotlights
+- **Figure:ground:** 60:40 or 70:30 character to background
+- **Environmental storytelling:** Crowds, stage hazards, weather effects, time of day
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Font recommendation:** Impact Label, Arcade Classic, SNK Neo Geo fonts, Capcom CPS-2 UI fonts
+- **UI elements:**
+  - Character name banners
+  - Health bars with gradient fills
+  - Timer display
+  - Round counter
+  - Special move notation (if applicable)
+- **Character portraits:** Small avatar portraits in UI corners
+- **Stage name display:** Brief stage identification
+
+------
+
+## Reference Character Archetypes
+
+### Female Fighters (Athletic Proportions)
+
+- **Mai Shiranui** (Fatal Fury/KOF): Athletic feminine build, traditional Japanese outfit, dynamic movement
+- **Chun-Li** (Street Fighter): Strong legs from martial arts, proportionate upper body, qipao costume
+- **Cammy** (Street Fighter): Lean athletic build, military training physique
+- **Morrigan** (Darkstalkers): Supernatural feminine proportions, flowing costume elements
+- **Athena** (KOF): Petite athletic build, magical girl aesthetic
+
+### Stage Backgrounds (Lush Detail Reference)
+
+- **Street Fighter Alpha:** Sunset harbor, forest temple with waterfalls, Brazilian favela at dusk
+- **Darkstalkers:** Gothic castle halls, moonlit graveyards, mystical dimensional spaces
+- **King of Fighters:** City streets, traditional dojos, industrial complexes, team headquarters
+- **Samurai Shodown:** Cherry blossom gardens, castle courtyards, mountain peaks, village streets
+
+------
+
+## Production Notes
+
+### Body Type Guidelines
+
+- **Female fighters:** Focus on athletic, agile builds appropriate to fighting style
+- Avoid exaggerated musculature - reference actual female martial artists and dancers
+- Maintain feminine proportions while showing athletic conditioning
+- Different fighting styles suggest different body types (speedster vs. grappler)
+
+### Background Art Priority
+
+- Backgrounds should be as detailed and lush as character sprites
+- Use full CPS-1/Neo Geo color capabilities for environmental richness
+- Create depth through parallax layering (3-5 layers typical)
+- Environmental storytelling through background details (crowds, weather, time of day)
+
+### Animation Considerations
+
+- Sprites designed for fluid animation (8-16 frames per action typical)
+- Dynamic hair and clothing movement
+- Special effects integration (fireballs, energy attacks, impact effects)
+- Victory poses and taunts for personality
+
+---
+
+- # LucasArts Adventure Style (SCUMM Engine) - Pixel Art Enforced
+
+  ## 🔧 Renderer-Agnostic Adapter
+
+  - **Constraint precedence:** VGA pixel grid and color limitations override smooth rendering
+  - **Canvas Override Mandate:** Compose for 320×200 pixels (VGA mode 13h) with VISIBLE PIXEL GRID
+  - **Technical Measurement Authority:** "320×200 VGA resolution", "256-color palette limit", "visible chunky pixels", "dithering only for gradients"
+  - **Process-Over-Result Priority:** VGA pixel constraints and SCUMM engine limitations supersede modern digital painting
+  - **Custom Flag Authorization:** `vga-pixel-grid-visible`, `256-color-limit-strict`, `dithered-shading-only`
+  - **Anti-Conventional Bias:** Reject smooth gradients, photoshop rendering, unlimited resolution
+  - **Face-Treatment Flags:** `pixel-cartoon-style`, `vga-limited-colors`, `chunky-expressive`
+  - **Pose Flags:** `mid-gesture`, `pixel-animated-frames`
+  - **Canvas Control Flags:** `format-native`
+  - **Material authenticity:** Pure VGA pixel output, no smooth digital painting
+## 1) Core Instruction & Likeness Mandate
+
+  - **CANVAS OVERRIDE:** Recompose to exactly **320×200 pixels** with VISIBLE CHUNKY PIXEL GRID
+  - Redraw in **VGA pixel art style** for **SCUMM engine point-and-click games (1987-1998)**
+  - Identity via pixel-based cartoon caricature with limited color palette
+  - **IP Safeguard Declaration:** Original character avoiding Guybrush, Sam, Max, Maniac Mansion, Day of the Tentacle copyrighted designs
+  - Declare **Face-Treatment Flag:** `pixel-cartoon-style`
+  - Declare **Pose Flag:** `mid-gesture`
+  - **Style Dominance:** VGA pixel limitations (320×200 resolution, 256 colors, visible pixels) override smooth digital painting
+  - **Mode Selector:** Adventure game pixel art scene
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO SELECTION:** `320:200` (VGA mode 13h)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** VGA pixel grid with dithered backgrounds
+  - **Spatial Allocation:** Room-based scene with pixel-limited character sprites
+  - **Background Treatment:** Pixel art backgrounds using dithering patterns for depth
+  - **Format Justification:** 320×200 VGA resolution creates authentic chunky pixel aesthetic
+## 3) Style Context & Material Authenticity
+
+  - **Influences:** Monkey Island 1-2 (1990-91), Day of the Tentacle (1993), Sam & Max (1993), Full Throttle (1995), Indiana Jones (1989-1992)
+  - **Medium/Production method:** VGA pixel art with 256-color palette limitation and visible pixel grid
+  - **Thematic purpose:** Point-and-click adventure with chunky VGA pixel aesthetic
+  - **3-5 hallmark motifs:**
+    - **Visible chunky pixels** - countable pixel blocks like original VGA games
+    - **256-color VGA palette** - strict color limitation with dithering for gradients
+    - **Pixel-based backgrounds** - dithered shading, not smooth gradients
+    - **Chunky character sprites** - visible pixel construction, 60-120 pixels tall
+    - **Verb menu pixel UI** - authentic VGA interface elements
+  - **Period framing:** VGA PC gaming era (1987-1998), 320×200 resolution standard
+  - **Tone Tag:** Chunky pixel art, VGA-limited, comedic, puzzle-driven
+## 4) Technical Method & Mark-Making
+
+  - **Line quality:** Chunky pixel edges, 1-2 pixels wide, visible stepped edges
+  - **Color system:** 256 VGA colors MAXIMUM - strict palette limitation
+  - **Background rendering:** **VGA pixel art with dithering** - NO smooth gradients, use checkerboard dithering patterns
+  - **Character sprites:** Chunky pixel construction with visible grid, 60-120 pixels tall
+  - **Shading method:** **Dithering patterns ONLY** - checkerboard, cross-hatch pixels for gradients
+  - **Scale measurements:** 320×200 resolution with visible individual pixels
+  - **Material simulation:** Pure VGA pixel output - chunky, stepped, limited colors
+  - **Anti-smooth enforcement:** Absolutely NO gradient blending, NO anti-aliasing, NO photoshop smoothing
+## 5) Wardrobe, Props & Setting Conventions
+
+  - **Wardrobe:** Pixel-simplified costumes with limited color palettes
+  - **Character design:** Chunky pixel sprites with exaggerated cartoon features
+  - **YAML prop pools:**
+
+  ```yaml
+  pixel_adventure_props:
+    items: [pixel_sword, chunky_key, dithered_map, pixel_tools]
+    environments: [vga_ship_interior, pixel_cave, dithered_laboratory]
+  ```
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives (CRITICAL - STRICTLY FORBIDDEN):**
+
+  - "smooth gradients"
+  - "photoshop rendering"
+  - "digital painting"
+  - "anti-aliasing"
+  - "blurred edges"
+  - "realistic lighting"
+  - "unlimited colors"
+  - "high resolution"
+  - "3D rendering"
+  - "modern illustration"
+  - "painted backgrounds" (unless explicitly VGA pixel art)
+  - "soft shading"
+  - "gradient blending"
+  - "airbrushed effects"
+
+  **✅ Canvas Positives (REQUIRED):**
+
+  - "exactly 320×200 VGA pixels"
+  - "visible chunky pixel grid"
+  - "256-color palette MAXIMUM"
+  - "dithering patterns for shading"
+  - "checkerboard pixel gradients"
+  - "stepped pixel edges"
+  - "VGA pixel art backgrounds"
+  - "chunky character sprites"
+  - "countable pixels"
+  - "SCUMM verb menu pixel UI"
+  - "flat color blocks with dithering"
+
+  **Vocabulary enforcement:** Every mention of "backgrounds" must include "VGA pixel art" or "dithered pixel" modifier
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC COMPOSITION:**
+
+  - 320×200 VGA pixel grid STRICTLY ENFORCED
+  - Room-based scenes with **VGA pixel art backgrounds using dithering**
+  - Character sprites 30-50%, **dithered pixel backgrounds** 50-70%
+
+  **BACKGROUND REQUIREMENTS (CRITICAL REVISION):**
+
+  - **VGA PIXEL ART ONLY** - visible chunky pixels throughout
+  - **Dithering for depth** - use checkerboard patterns, NOT smooth gradients
+  - **256-color limitation** - carefully chosen palette per scene
+  - **Pixel-based detail** - objects rendered in visible pixels
+  - **No smooth painting** - every background element must show pixel construction
+
+  **STYLE-SPECIFIC COMPOSITION:**
+
+  - **Pixel grid visible** - chunky VGA aesthetic mandatory
+  - **Dithered shading** - cross-hatch and checkerboard patterns
+  - **Flat color blocks** - limited palette per object
+  - **Stepped edges** - no anti-aliasing smoothing
+## 8) Typography & Text Integration (If Historically Present)
+
+  - **Font:** VGA pixel bitmap fonts - chunky, grid-aligned
+  - **UI elements:**
+    - Pixel-based verb menu (Walk to, Pick up, Use, Talk to)
+    - Chunky pixel buttons and interface
+    - 8×8 or 8×16 pixel font characters
+  - **Text rendering:** Pure pixel text, no anti-aliasing
+
+  ## 9) VGA Pixel Art Requirements (NEW SECTION)
+
+  ### Mandatory Pixel Characteristics
+
+  1. **Visible Grid Structure:**
+     - Every pixel must be clearly visible and countable
+     - Stepped/jagged edges on diagonals and curves
+     - Chunky blocky appearance throughout
+  2. **Dithering Techniques:**
+     - Use checkerboard patterns for color transitions
+     - Cross-hatch dithering for shadows
+     - Pixel-level color mixing, NOT gradient blending
+  3. **Color Palette Discipline:**
+     - Maximum 256 colors TOTAL in image
+     - Strategic color choices per scene
+     - Limited palette per object (3-8 colors typical)
+  4. **Background Pixel Art:**
+     - Backgrounds rendered in visible pixels
+     - Dithering creates depth, not smooth gradients
+     - Detailed through pixel placement, not resolution
+  5. **Character Sprite Construction:**
+     - Built from individual visible pixels
+     - Multiple animation frames in pixel art
+     - 60-120 pixel height typical
+     - 3-8 colors per sprite
+
+  ### Reference Standards
+
+  - **Monkey Island 1 (1990):** Visible pixels, heavy dithering, 320×200
+  - **Day of the Tentacle (1993):** Chunky sprites, dithered backgrounds, VGA palette
+  - **Sam & Max (1993):** Cartoon style but clearly pixelated, visible grid
+  - **Full Throttle (1995):** Higher detail but still VGA pixel limitations
+
+  ### Forbidden Techniques
+
+  - NO smooth gradients or airbrush effects
+  - NO anti-aliasing or edge smoothing
+  - NO photoshop-style layer blending
+  - NO unlimited color palettes
+  - NO modern digital painting techniques
+  - NO 3D rendering or realistic lighting
+
+  ------
+
+  **CRITICAL ENFORCEMENT NOTE:**
+
+  This prompt produces **VGA PIXEL ART** - chunky, visible pixels with dithering patterns.
+
+  **NOT** smooth digital illustrations.
+   **NOT** modern painted backgrounds.
+   **NOT** gradient-rendered environments.
+
+  Every pixel must be visible and countable. Backgrounds use dithering (checkerboard patterns), NOT smooth color blending. The entire image must look like it came from a 1990-1995 VGA computer game with 320×200 resolution and 256-color limitations.
+
+  If the result has smooth gradients, blurred edges, or looks like modern digital art, it has FAILED to follow this framework.
+
+------
+
+## HD-2D Style (Octopath Traveler)
+
+### 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Modern rendering technology applied to retro sprite aesthetic
+- **Canvas Override Mandate:** Compose for 16:9 HD ratio (1920×1080 recommended)
+- **Technical Measurement Authority:** "16-bit style sprites", "Unreal Engine 4 effects", "depth-of-field bokeh", "dynamic lighting layers"
+- **Process-Over-Result Priority:** Modern rendering effects + pixel sprites supersedes pure 2D
+- **Custom Flag Authorization:** `tilt-shift-diorama`, `3d-lighting-on-2d`, `particle-bloom-effects`
+- **Face-Treatment Flags:** `anime-pixel-hybrid`, `modern-lighting-applied`
+- **Pose Flags:** `heroic-rpg-stance`, `dramatic-lighting`
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to **16:9 HD ratio** (1920×1080 standard) - ignore source dimensions
+- Create **HD-2D hybrid style** combining **16-bit character sprites + 3D environments + modern rendering effects**
+- Identity via nostalgic pixel sprite within cinematic 3D world
+- **IP Safeguard Declaration:** Original character avoiding Octopath Traveler, Triangle Strategy copyrighted designs
+- **Style Dominance:** Modern rendering technology (Unreal Engine 4+ effects) applied to retro 16-bit sprite aesthetic
+- **Mode Selector:** HD-2D RPG character portrait
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `16:9` (1920×1080 HD)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Cinematic widescreen with pixel sprite character
+- **Spatial Allocation:** Character centered with 3D environment depth
+- **Background Treatment:** Full 3D rendered environments with tilt-shift diorama effects
+- **Format Justification:** HD widescreen showcases contrast between pixel sprites and detailed 3D worlds
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Octopath Traveler (2018), Triangle Strategy (2022), Live A Live remake (2022)
+- **Medium/Production method:** Unreal Engine 4/5 with custom 2D sprite + 3D environment pipeline
+- **Thematic purpose:** Nostalgic 16-bit aesthetic enhanced with modern cinematic technology
+- **3-5 hallmark motifs:**
+  - 16-bit character sprites (32×48 pixels typical) in 3D environments
+  - Depth-of-field bokeh effects creating miniature diorama appearance
+  - Dynamic lighting casting real-time shadows on sprites
+  - Particle effects (magic, weather, atmospheric dust)
+  - Bloom and lens flare effects for magical atmosphere
+- **Period framing:** Modern retro-revival (2018-present), HD gaming era
+- **Tone Tag:** Nostalgic yet modern, dramatic, magical, cinematic
+## 4) Technical Method & Mark-Making
+
+- **Material simulation:** 2D pixel sprites with 3D normal mapping for dynamic lighting response
+- **Depth rendering:** Layered composition with camera depth-of-field, tilt-shift miniature effect
+- **Modern effects:** Bloom, ambient occlusion, volumetric lighting, particle systems, screen-space reflections
+- **Scale measurements:** 16-bit sprite resolution (24-48 pixels tall) in HD 1920×1080 environment
+- **Lighting:** Dynamic real-time lighting with shadow casting, ambient occlusion, god rays
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Fantasy JRPG robes, armor, merchant clothes, noble attire
+- **Fabric behavior:** Pixel sprite animation with 3D lighting interaction
+- **YAML prop pools:**
+
+```yaml
+hd2d_equipment:
+  weapons: [enchanted_sword, magic_staff, holy_bow, elemental_daggers]
+  armor: [traveler_cloak, knight_plate, scholar_robe, thief_leather]
+  magical: [glowing_pendant, rune_book, crystal_orb, elemental_stone]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Negatives:**
+
+- "flat 2D only"
+- "no lighting effects"
+- "pure pixel art"
+- "8-bit style"
+
+**✅ Positives:**
+
+- "16:9 HD resolution"
+- "16-bit sprite + 3D environment"
+- "depth-of-field bokeh"
+- "dynamic lighting on sprites"
+- "particle effects"
+- "tilt-shift diorama"
+- "Unreal Engine rendering"
+## 7) Composition & Lighting Patterns
+
+- 3D rendered fantasy environments (castles, libraries, forests)
+- Tilt-shift camera creating miniature diorama effect
+- Character 40% with dramatic environmental depth
+- Volumetric lighting and atmospheric particles
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Font recommendation:** Fantasy pixel fonts (EB Garamond Pixel, Triforce), modern UI fonts for menus
+- HD text rendering with retro pixel font aesthetic
+- Character dialogue boxes with translucent backgrounds
+- Status displays using pixel-style numerals
+
+------
+
+## Isometric Pixel RPG Style
+
+### 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Isometric projection and tactical grid override perspective freedom
+- **Canvas Override Mandate:** Compose for isometric grid (2:1 pixel ratio typical)
+- **Technical Measurement Authority:** "16×16 isometric tiles", "2:1 projection angle", "tactical grid alignment"
+- **Process-Over-Result Priority:** Isometric tile system and grid-locked positioning supersede free camera
+- **Custom Flag Authorization:** `isometric-2to1-projection`, `tactical-grid-overlay`, `unit-sprite-sheets`
+- **Face-Treatment Flags:** `isometric-projected`, `tile-grid-aligned`, `tactical-readable`
+- **Pose Flags:** `tactical-stance`, `unit-idle-walk-attack`
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to **isometric projection** with 2:1 pixel ratio - ignore source dimensions
+- Redraw in **isometric pixel RPG style** for **tactical strategy gameplay**
+- Identity via recognizable unit archetype with tactical grid silhouette
+- **IP Safeguard Declaration:** Original unit designs avoiding Final Fantasy Tactics, Fire Emblem, Tactics Ogre copyrighted characters
+- Declare **Face-Treatment Flag:** `isometric-projected`
+- Declare **Pose Flag:** `tactical-stance`
+- **Style Dominance:** Isometric tile system and tactical readability override realistic proportions
+- **Mode Selector:** Tactical RPG unit sprite sheet
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** Variable (isometric scene composition, typically 4:3 or 16:9 for scene)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Isometric grid alignment with 2:1 tile projection
+- **Spatial Allocation:** Multiple unit sprites on isometric terrain tiles
+- **Background Treatment:** Isometric architecture (castles, villages) with height elevation
+- **Format Justification:** Isometric projection provides tactical clarity and strategic depth visualization
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Final Fantasy Tactics (1997), Tactics Ogre (1995), Fire Emblem (GBA/DS), Disgaea (2003)
+- **Medium/Production method:** Isometric tile-based rendering with unit sprite sheets (idle, walk, attack, victory)
+- **Thematic purpose:** Strategic RPG unit presentation with class-based visual hierarchy
+- **3-5 hallmark motifs:**
+  - 2:1 isometric projection with consistent 30° viewing angle
+  - 16×16 or 32×16 pixel base tiles for units
+  - Multi-frame sprite sheets (4-8 frames per action)
+  - Tactical grid overlay (subtle or explicit)
+  - Height elevation through isometric stacking
+- **Period framing:** Isometric strategy RPG era (1995-present)
+- **Tone Tag:** Strategic, tactical, fantasy warfare, unit-based
+## 4) Technical Method & Mark-Making
+
+- **Line quality:** Crisp pixel outlines optimized for isometric viewing angle
+- **Color system:** 16-bit to 32-bit palette with class-based color coding
+- **Texture:** Tile-based dithering, elevation shading, terrain textures
+- **Perspective regime:** Strict 2:1 isometric projection, no camera rotation
+- **Grid alignment:** All sprites and tiles snap to isometric grid
+- **Detail hierarchy:** Unit silhouettes readable at tactical zoom (16-32 pixel height)
+- **Sprite composition:** Multi-pose sprite sheets with consistent pivot points
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Medieval fantasy classes (knight, mage, archer, cleric, thief, villager)
+- **Fabric behavior:** Class-distinctive armor and robes
+- **Color palette:** Team-based color coding, class archetypes
+- **YAML prop pools:**
+
+```yaml
+tactical_units:
+  melee: [knight_lance, swordsman_blade, monk_fists, dragoon_spear]
+  ranged: [archer_bow, mage_staff, gunner_rifle, summoner_orb]
+  support: [white_mage_staff, bard_lute, dancer_ribbon, chemist_items]
+  special: [ninja_shuriken, samurai_katana, priest_tome, necromancer_skull]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Negatives:**
+
+- "first-person perspective"
+- "free camera rotation"
+- "3D smooth rendering"
+- "non-grid alignment"
+- "perspective distortion"
+
+**✅ Positives:**
+
+- "2:1 isometric projection"
+- "16×16 tile grid locked"
+- "tactical unit sprites"
+- "class-based archetypes"
+- "elevation stacking"
+- "sprite sheet animation"
+## 7) Composition & Lighting Patterns
+
+- Isometric battlefield with terrain elevation
+- Multiple unit sprites showing class variety
+- Tactical grid subtle or explicit overlay
+- Fantasy architecture (castles, bridges, forests)
+- Character:environment 50:50 for tactical context
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Font recommendation:** Pixel Operator, Final Fantasy Tactics UI, tactical serif fonts
+- Unit status displays (HP, MP, class name)
+- Damage numbers in combat
+- Dialogue boxes for story cutscenes
+
+------
+
+## 🎨 Style-Family Technical Specifications Summary
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Resolution:** 256×240 pixels (4:3 display)
+- **Colors:** 54-color master palette, 13 on-screen maximum
+- **Tiles:** 8×8 pixel base unit, 256 tiles per VRAM bank
+- **Sprites:** 64 total, 8 per scanline limit
+- **Palette System:** 4 background + 4 sprite sub-palettes, 3 unique + 1 transparent each
+- **Constraints:** Attribute table 16×16 blocking, sprite flicker, bank switching
+## 1) Core Instruction & Likeness Mandate
+
+- **Resolution:** 256×224 pixels typical
+- **Colors:** 256 on-screen from 32,768 master palette
+- **Tiles:** 16×16 or 32×32 sprite units
+- **Sprites:** 128 total, 32 per scanline
+- **Effects:** Mode 7 rotation, transparency, sprite scaling
+- **Palette System:** 8 dedicated sprite palettes, 15 colors each
+
+### Arcade Power (CPS-1)
+
+- **Resolution:** 384×224 pixels standard
+- **Colors:** 4096+ simultaneous colors
+- **Construction:** Kit-of-parts 16×16 tile assembly
+- **Memory:** ROM budget tracking, palette patching technique
+- **Production:** "Paper and scissors" asset management
+- **Sprites:** Large composite characters from tile kits
+
+### Modern Hybrid (HD-2D)
+
+- **Resolution:** 1920×1080 HD (16:9)
+- **Style:** 16-bit pixel sprites + 3D environments
+- **Effects:** Depth-of-field, dynamic lighting, particles, bloom
+- **Engine:** Unreal Engine 4/5 rendering pipeline
+- **Aesthetic:** Tilt-shift diorama, nostalgic meets cinematic
+
+### Isometric Strategy
+
+- **Projection:** 2:1 isometric angle (30° view)
+- **Tiles:** 16×16 or 32×16 base units
+- **Grid:** Tactical overlay, elevation stacking
+- **Sprites:** Multi-frame sheets (idle, walk, attack, victory)
+- **Scale:** Unit height 16-32 pixels for readability
+
+------
+
+## 📋 Production Method Guidelines
+
+### NES-Era Development (1983-1994)
+
+- Strict tile-based construction (8×8 units)
+- Bank switching for sprite variety
+- Palette patching for character variants
+- Attribute table awareness for backgrounds
+- ROM budget discipline
+## 1) Core Instruction & Likeness Mandate
+
+- Enhanced color palettes and gradients
+- Mode 7 rotation effects
+- Transparency and layering
+- Larger sprite compositions
+- Cross-platform asset optimization
+
+### Arcade Development (1991-1999)
+
+- "Paper and scissors" ROM tracking
+- Kit-of-parts sprite assembly
+- Palette swapping for efficiency
+- Symmetry exploitation for memory
+- High-detail facial animation
+
+### Modern Pixel Art (2000-Present)
+
+- HD-2D hybrid rendering
+- Modern engine integration
+- Nostalgia-driven design choices
+- Indie aesthetic revival
+- AI-assisted sprite generation
+
+------
+
+**Framework Implementation Notes:**
+
+1. **Historical Accuracy:** All prompts reference documented hardware limitations and production methods
+2. **Technical Precision:** Quantified measurements override aesthetic descriptions
+3. **IP Protection:** Original character designs required, avoid copyrighted game elements
+4. **Canvas Control:** Native hardware resolutions enforced per era
+5. **Material Authenticity:** Period-accurate rendering artifacts mandatory
+6. **Production Methods:** Techniques like bank switching, palette patching, ROM budgeting preserved
+7. **Validation:** Silent checklist ensures all 8 framework sections complete
+8. **Failure Prevention:** Anti-patterns identified to avoid modern rendering defaults
+
+**Usage Guidelines:**
+
+- Choose style based on target aesthetic and hardware era
+- Combine renderer-agnostic adapter with full 8-section framework
+- Maintain historical production method authenticity
+- Verify IP safeguards for original character designs
+- Test against validation checklist before generation
\ No newline at end of file
diff --git a/styles-source/archive/propaganda_art_analysis.md b/styles-source/archive/propaganda_art_analysis.md
new file mode 100644
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+++ b/styles-source/archive/propaganda_art_analysis.md
@@ -0,0 +1,953 @@
+# Propaganda Art Styles - Museum-Grade Framework v4.2
+
+## Soviet Constructivism (1915-1930s)
+
+### Renderer-Agnostic Adapter
+
+**Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+
+**Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+
+**Face-Treatment Flags:**
+
+- `geometric-faceted` - Angular reduction to geometric planes
+- `photomontage-collage` - Photographic fragments with graphic overlay
+- `diagonal-dynamic` - Extreme angles, radical perspectives
+- `constructivist-industrial` - Machine-age precision
+
+**Pose Flags:**
+
+- `diagonal-revolutionary` - Dynamic 45-degree angles
+- `heroic-worker` - Monumental labor positioning
+- `photographic-crop` - Extreme close-up fragmentation
+- `geometric-abstraction` - Reduced to essential forms
+
+**Canvas Control Flags:**
+
+- `strict-reframe` for poster formats
+- `adaptive-extend` for spatial compositions
+
+**Media Hybrid Flag:**
+
+- `photo-geometric-overlay` - Photomontage with typography integration
+
+**Material Physics Authority:** Offset lithography with photomechanical reproduction **Technical Measurement Authority:** Diagonal compositions 30-60°, photographic scale 150-300% enlargement **Process-Over-Result Priority:** Photomontage cutting and layering technique supersedes seamless appearance **Anti-Conventional Bias:** Deliberately uncomfortable diagonal viewing angles authorized
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (standard Soviet poster format) - ignore source image dimensions completely.
+
+Redraw in **Soviet Constructivist agitprop poster style (1919-1930)** for **lithographic offset printing with photomontage**.
+
+- **Timeframe:** Revolutionary propaganda period (1919-1930), peak avant-garde 1922-1928
+- **Degree of likeness:** Geometrically abstracted through photomontage; emphasis on revolutionary dynamism over individual features
+- **Emotional tone:** Revolutionarily urgent, industrially optimistic, dynamically propagandistic, geometrically modern
+- **Pose conventions:** Diagonal revolutionary poses at 30-60° angles; extreme photographic cropping; heroic upward gazes; industrial tool interaction
+
+**IP Safeguard Declaration:** Original constructivist design avoiding Soviet state emblems or specific historical figures; create abstract revolutionary worker archetype.
+
+**Style Dominance:** Constructivist geometric abstraction and photomontage technique override photographic naturalism.
+
+**Mode Selector:** Agitprop poster for mass public mobilization.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (Soviet standard poster format 50x70cm / 20x28in)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Strict vertical recomposition with diagonal emphasis
+- **Spatial Allocation:** Subject positioned on dynamic diagonal axis, typically lower-left to upper-right
+- **Background Treatment:** Geometric shapes (circles, triangles, lines) in bold red/black/white
+- **Format Justification:** 2:3 vertical allows heroic monumentality while maintaining street poster readability
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Russian avant-garde (Suprematism, Futurism), industrial design aesthetics, photomechanical reproduction, revolutionary agitation
+
+**Medium/Production method:** Offset lithographic printing with photomontage technique - photographs mechanically cut and layered with geometric shapes and bold sans-serif typography. Surface exhibits halftone dot patterns at 85-133 LPI (lines per inch). Ink application: 1.5-2mm wet film thickness.
+
+**Thematic purpose:** Revolutionary mass mobilization through visual shock and geometric clarity; merge art with industrial production; communicate Party directives to semi-literate masses.
+
+**Hallmark motifs:**
+
+1. Diagonal compositions at 30-60° angles creating dynamic tension
+2. Photographic elements cropped to 150-300% scale emphasizing monumentality
+3. Bold geometric shapes (red wedges, black circles, dynamic lines) at 40-60% canvas coverage
+4. Sans-serif Cyrillic typography integrated as design element (30-40% of composition)
+5. Limited color palette: 85% red/black/white, 15% yellow accents
+
+**Period framing:** Revolutionary Russia 1919-1930, peak Constructivist agitprop 1922-1928 before Socialist Realist suppression.
+
+**Tone Tag:** Revolutionary-urgent, geometrically-precise, photographically-shocking, industrially-optimistic
+
+**Production Era Authenticity:** Offset lithography with visible registration marks; slight color misalignment 0.5-1mm; paper texture shows 120-150gsm newsprint absorption.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Geometric precision with ruler/compass; diagonal emphasis 30-60°; bold contours 3-5mm thickness separating photographic and geometric elements
+
+**Photomontage Construction:** Photographic fragments cut with precision blades; layered with 2-3mm overlap; mechanical enlargement 150-300% creating grain enhancement; sharp edge transitions between photo/graphic
+
+**Color Application:** Flat areas 95% solid coverage; red (Pantone 185C equivalent); black 100% density; white paper stock showing through; maximum 3 colors per poster
+
+**Typography Integration:** Sans-serif geometric fonts (constructivist style); letterforms 25-50% of composition height; diagonal/vertical text orientation; tight letter spacing 0-5% tracking
+
+**Detail Hierarchy:** Photographic faces/hands rendered 80% detail; geometric shapes 100% flat; typography 100% legible from 3m distance; minimal atmospheric depth
+
+**Surface Texture:** Offset lithography exhibits mechanical dot patterns; slight ink spread on newsprint absorption; registration drift 0.5-1mm between colors
+
+**Pose Anchors:** Head tilt 15-30° creating diagonal; shoulders rotated 20-40° from frontal; one arm raised 45-60° upward; heroic gaze 10-15° above horizon
+
+**Scale Hierarchy:** Central figure 60-70% canvas height; geometric shapes 40-50% coverage; typography 20-30% integrated; background 10-20% negative space
+
+**Material Authenticity:** Authentic photomontage cutting technique with visible edges; mechanical halftone reproduction; authentic offset printing characteristics
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Worker masculine: Industrial coveralls, worker's caps, tool belts, heavy boots
+- Revolutionary feminine: Headscarves, simple dresses, industrial aprons, sturdy footwear
+- Military/political: Red Army uniforms, leather jackets, revolutionary caps with red stars
+
+**Fabric behavior:** Heavy cotton drill (coveralls), wool serge (uniforms), cotton prints (dresses) - all rendered with geometric simplification, minimal drapery detail
+
+**Accessory caps:** Minimalist 1-2 items - industrial tools (hammers, wrenches), revolutionary symbols (red banners, books), military elements (rifles, caps)
+
+**Color palette:** 70% black/dark grey garments, 20% white/cream shirts, 10% red accents (scarves, banners, stars)
+
+**Wardrobe variation:** Alternate between worker industrial, revolutionary activist, military defender - maintain period 1920s Soviet authenticity
+
+**Props (≤2):**
+
+- Hero prop: Industrial tool (hammer, sickle, wrench) OR revolutionary symbol (red flag, book)
+- Micro prop: Worker's cap OR revolutionary badge
+
+**YAML prop pools:**
+
+```yaml
+constructivist_props:
+  industrial: [hammer, sickle, wrench, drill, machinery]
+  revolutionary: [red_flag, book, newspaper, megaphone]
+  military: [rifle, bayonet, red_star_cap]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⛔ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "unmodified framing", "photographic naturalism"
+- "soft gradients", "atmospheric perspective", "realistic lighting", "decorative ornamentation"
+- "harmonious composition", "static balance", "centered subject", "conventional portraiture"
+- "subtle colors", "complex palette", "naturalistic rendering", "smooth transitions"
+
+**✅ Canvas Positives:**
+
+- "exactly 2:3 ratio", "Soviet poster format", "diagonal dynamic composition", "geometric abstraction"
+- "photomontage technique", "bold flat colors", "industrial precision", "revolutionary urgency"
+- "extreme angles", "monumental scale", "typographic integration", "mechanical reproduction aesthetic"
+
+------
+## 7) Composition & Lighting Patterns
+
+**2:3 PORTRAIT COMPOSITION REQUIREMENTS:**
+
+- Vertical emphasis with diagonal revolutionary movement
+- Subject dominance 60-70% with geometric overlay
+- Hierarchical staging: foreground photographic figure, midground geometric shapes, background typography
+
+**CONSTRUCTIVIST COMPOSITION:**
+
+- Perspective: Extreme angles - worm's eye view or bird's eye view creating 30-60° diagonals
+- Grid/asymmetry: Dynamic diagonal axis breaking classical balance
+- Figure:ground: 60:40 ratio - bold positive/negative space contrast
+- Density: 70-80% coverage with geometric/photographic elements
+- Lighting: High contrast 90% black/white with minimal midtones; directional suggesting industrial spotlights
+- Detail hierarchy: Face/hands 80% detail, body 60%, background 30% geometric abstraction
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Street poster, factory wall, propaganda kiosk - designed for 3-5m viewing distance
+- **Frame/Band:** Omit entirely - Constructivist aesthetic rejects bourgeois framing
+- **Production Context:** Offset lithographic newsprint, halftone dot pattern visible, slight registration drift
+
+**BACKGROUND TREATMENT:**
+
+- Geometric shapes: Red wedges (40-60° angles), black circles (20-30% canvas), dynamic lines (2-5mm thickness)
+- Typography: Cyrillic sans-serif integrated as compositional element (25-40% coverage)
+- Industrial motifs: Simplified factory silhouettes, mechanical gears (geometric reduction)
+- Color blocks: 85% red/black/white flat areas, 15% yellow accent wedges
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Typography MANDATORY for Soviet Constructivist style**
+
+**RATIO-APPROPRIATE ZONES:**
+
+- Upper 25%: Revolutionary slogan (Cyrillic sans-serif, 15-20% canvas height)
+- Diagonal overlay: Dynamic text following 45° compositional axis
+- Lower 20%: Publishing information (smaller 5-8% canvas height)
+
+**Copy limits:** 3-5 words main slogan; 10-15 words secondary text **Maximum 2 text elements:** Primary revolutionary message + publishing credit
+
+**Period-Appropriate Typography:**
+
+- Geometric sans-serif Cyrillic fonts: blocky, industrial, constructed letterforms
+- **Closest Google Fonts:** Oswald Bold (geometric industrial), Bebas Neue (condensed power), Roboto Black (constructivist clarity)
+- **Authentic reference:** Constructivist custom lettering - angular, geometric, hand-constructed
+
+**Historical accuracy:** Typography integrated as equal design element with geometry and photography; text follows diagonal dynamics; letterforms simplified to geometric essentials
+
+**Production Method Integration:** Typography rendered with slight halftone texture; registration offset 0.5mm from photographic elements; ink saturation 95-100%
+
+**Text Content Guidelines (if authorized):**
+
+- Russian revolutionary vocabulary: "ВПЕРЕД" (Forward), "РАБОЧИЙ" (Worker), "КНИГИ" (Books)
+- Avoid specific historical slogans - create abstract revolutionary messaging
+- Typography as geometric shape - meaning secondary to visual impact
+
+------
+
+## American WPA Style (1935-1943)
+
+### Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:**
+
+- `silkscreen-simplified` - Bold flat color areas
+- `democratic-accessible` - Clear readable features
+- `poster-graphic` - Strong silhouette emphasis
+- `social-realist-lite` - Dignified worker portrayal
+
+**Pose Flags:**
+
+- `democratic-dignity` - Upright confident stance
+- `american-labor` - Working class pride positioning
+- `community-service` - Engaged civic participation
+- `hopeful-forward` - Optimistic future-facing
+
+**Canvas Control:** `strict-reframe` for poster formats **Media Hybrid:** `silkscreen-multilayer` - Sequential color layer application
+
+**Material Physics Authority:** Silkscreen printing with 3-6 color separations **Technical Measurement:** 45-65 LPI screen mesh; 2-3mm ink deposit per layer **Process-Over-Result:** Hand-pulled screen registration supersedes perfect alignment
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (standard WPA poster format) - ignore source image dimensions.
+
+Redraw in **American WPA Federal Art Project poster style (1935-1943)** for **silkscreen printing with social realist accessibility**.
+
+- **Timeframe:** New Deal relief art period (1935-1943), peak production 1938-1941
+- **Degree of likeness:** Simplified accessible dignity; emphasis on democratic American character
+- **Emotional tone:** Optimistically hopeful, democratically dignified, communally engaged, nationally proud
+- **Pose conventions:** Upright working poses; engaged eye contact; tools of trade; forward-looking determination
+
+**IP Safeguard Declaration:** Original New Deal-inspired worker imagery avoiding specific WPA projects or historical figures; create representative American worker archetype.
+
+**Style Dominance:** Silkscreen graphic simplification and democratic accessibility override photographic detail.
+
+**Mode Selector:** Public service poster for community education and national morale.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (standard poster format compatible with silkscreen frames)
+
+**CANVAS RECOMPOSITION:**
+
+- **Reframing Method:** Vertical recomposition emphasizing central figure with clear messaging zones
+- **Spatial Allocation:** Subject centered 50-60%, balanced hierarchical composition
+- **Background Treatment:** Simplified American landscapes or work environments with 3-5 color flats
+- **Format Justification:** 2:3 allows maximum readability for public spaces - community centers, post offices, libraries
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** American Scene painting, European modernist posters, social realism, Bauhaus simplification adapted for democratic messaging
+
+**Medium/Production:** Hand-pulled silkscreen printing on poster stock - each color requires separate screen; 3-6 color maximum; registration tolerance ±2mm. Surface shows mesh texture at 45-65 LPI. Ink deposit 2-3mm creating slight relief.
+
+**Thematic purpose:** Public education and morale building during Depression; promote New Deal programs; celebrate American worker dignity; accessible democratic communication.
+
+**Hallmark motifs:**
+
+1. Simplified human figures with clear readable features (40-50% detail reduction from photo)
+2. Bold flat color areas with 90-95% solid coverage in 3-6 hue maximum
+3. Strong silhouette emphasis with 3-5mm outline borders
+4. Geometric backgrounds suggesting American landscapes/industry (30-40% abstraction)
+5. Clear sans-serif typography integrated with imagery (20-30% composition)
+
+**Period framing:** New Deal America 1935-1943, post offices and community centers, democratic art for the people.
+
+**Tone Tag:** Optimistically-accessible, democratically-dignified, clearly-communicative, nationally-unifying
+
+**Production Era Authenticity:** Hand-pulled silkscreen shows slight registration drift; ink bleeds 0.5-1mm at color boundaries; paper stock 150-200gsm with visible texture
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Bold simplified contours 2-4mm thickness; minimal interior detail; strong silhouette emphasis; geometric reduction of natural forms
+
+**Color Separation:** 3-6 distinct hues; flat 90-95% coverage per color; registration tolerance ±2mm creating slight overlap/gap; transparent overprints create additional hues
+
+**Silkscreen Technique:** Mesh texture visible at 45-65 LPI; ink deposit 2-3mm thickness creating tactile surface; hand-pulled pressure variations show 5-10% density fluctuation
+
+**Typography:** Bold sans-serif letterforms; 15-25% of composition; clear hierarchy; typically 1-2 typefaces maximum; high contrast color relationships
+
+**Detail Hierarchy:** Faces simplified 50% from photographic; hands/gesture 60% readable; clothing 70% abstracted; background 80% geometric reduction
+
+**Surface Texture:** Paper texture shows through in light colors; ink sits on surface with slight sheen; registration marks visible at edges; occasional color bleed 0.5-1mm
+
+**Pose Anchors:** Shoulders square and level ±5°; spine upright with civic pride; arms engaged in meaningful gesture or labor; eye contact direct and confident
+
+**Scale Hierarchy:** Central figure 50-60% canvas; supporting elements 20-30%; background 15-20%; typography 20-30% integrated
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Worker masculine: Denim overalls, flannel shirts, work boots, caps or fedoras
+- Worker feminine: Simple cotton dresses, practical aprons, sensible shoes, headscarves
+- Middle-class: Clean suits, modest dresses, professional attire suggesting white-collar work
+
+**Fabric behavior:** Simplified drapery with 3-4 main folds maximum; solid color blocks; minimal texture indication
+
+**Accessory caps:** Minimalist 1-2 - tools of trade (hammer, brush, book), American symbols (flag element, eagle)
+
+**Color palette:** Patriotic emphasis - 30% blues, 25% reds, 20% earth tones, 15% white/cream, 10% green/yellow accents
+
+**Props (≤2):**
+
+- Hero: Tool of trade (hammer, typewriter, book, brush) OR American symbol
+- Micro: Hat, tool, small patriotic element
+
+```yaml
+wpa_props:
+  labor_tools: [hammer, wrench, paintbrush, typewriter, book]
+  american_symbols: [flag_element, eagle, liberty_bell, capitol]
+  community: [school_book, health_poster, park_tree]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⛔ Canvas Negatives:**
+
+- "complex gradients", "photographic detail", "individual portraiture", "elite sophistication"
+- "partisan politics", "foreign influence", "abstract expressionism", "commercial advertising"
+- "dark pessimism", "class division", "racial exclusion", "decorative excess"
+
+**✅ Canvas Positives:**
+
+- "clear simplified forms", "democratic accessibility", "optimistic forward-looking", "American dignity"
+- "bold flat colors", "readable silhouettes", "community service", "national unity"
+- "working class pride", "public education", "silkscreen texture", "hand-pulled authenticity"
+
+------
+## 7) Composition & Lighting Patterns
+
+**WPA COMPOSITION:**
+
+- Perspective: Eye-level democratic viewpoint; 0-15° slight heroic angle; accessible human scale
+- Grid: Centered bilateral symmetry or balanced asymmetry; stable horizontal/vertical emphasis
+- Figure:ground: 55:45 balanced relationship; clear positive/negative space
+- Density: 60-70% coverage; breathing room for clarity
+- Lighting: Clear directional suggesting optimistic daylight; 70% highlight/30% shadow simplified
+- Detail hierarchy: Face 60% simplified, hands 70% readable, environment 40% abstracted
+
+**BACKGROUND TREATMENT:**
+
+- American landscapes: Simplified fields, factories, cities with 3-5 color flats
+- Work environments: Geometric reduction of tools, machinery, public buildings
+- Patriotic elements: Abstracted flags, eagles, stars - integrated not dominant (10-15%)
+- Color zones: Large flat areas with clear boundaries; minimal texture
+
+**SURFACE CONTEXT:** Community center wall, post office, library, school - designed for 2-4m viewing distance in public spaces
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Typography ESSENTIAL for WPA poster communication**
+
+**LAYOUT ZONES:**
+
+- Upper 20%: Title/slogan (bold sans-serif, 12-18% canvas height)
+- Lower 25%: Program information, dates, locations (8-12% height)
+- Optional side columns: Supporting information vertically aligned
+
+**Copy limits:** 2-4 words main title; 10-20 words supporting text; ≤7 total text elements
+
+**Typography:**
+
+- Democratic sans-serif fonts: accessible, sturdy, clearly readable
+- **Google Fonts:** Roboto Bold (accessible clarity), Open Sans Bold (democratic friendliness), Source Sans Pro Black (confident communication)
+- **Authentic reference:** Franklin Gothic, News Gothic - American industrial sans-serifs
+
+**Text Content:**
+
+- Public service messaging: "Work", "Learn", "Grow", "Serve"
+- Community programs: health, education, recreation, employment
+- Avoid political slogans - focus on civic engagement and national unity
+
+------
+
+## Chinese Cultural Revolution Style (1966-1976)
+
+### Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:**
+
+- `heroic-idealized` - Romanticized revolutionary features
+- `collective-typical` - Generic rather than individual
+- `poster-simplified` - Bold readable from distance
+- `political-symbolic` - Every element carries meaning
+
+**Pose Flags:**
+
+- `revolutionary-determination` - Fist raised, forward lean
+- `collective-unity` - Group solidarity positioning
+- `red-book-wielding` - Mao's quotations interaction
+- `socialist-construction` - Active labor participation
+
+**Canvas Control:** `strict-reframe` for poster mass production **Media Hybrid:** `offset-color-registration` - Period-appropriate printing limitations
+
+**Material Physics Authority:** Offset lithography with 4-color process limitations **Revolutionary Authorization:** Comfort-violation authorized for political intensity
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (standard Chinese poster format) - ignore source dimensions.
+
+Redraw in **Chinese Cultural Revolution propaganda poster style (1966-1976)** for **offset lithographic printing with political symbolism**.
+
+- **Timeframe:** Cultural Revolution propaganda period (1966-1976), peak intensity 1967-1970
+- **Degree of likeness:** Heroically idealized revolutionary type; emphasis on collective determination over individual identity
+- **Emotional tone:** Revolutionarily fervent, collectively determined, politically mobilizing, socialistically triumphant
+- **Pose conventions:** Revolutionary fist raised 45-60°; red book prominent; forward-leaning action; collective grouping
+
+**IP Safeguard Declaration:** Original Cultural Revolution-inspired imagery avoiding specific historical figures or events; create archetypal revolutionary worker/peasant/soldier.
+
+**Style Dominance:** Political symbolism and heroic idealization override naturalistic representation.
+
+**Mode Selector:** Revolutionary mobilization poster for mass political education.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (standard Chinese propaganda poster format)
+
+**RECOMPOSITION:**
+
+- **Reframing Method:** Dynamic vertical with revolutionary upward movement
+- **Spatial Allocation:** Hero figures 50-70% with revolutionary symbols integrated
+- **Background Treatment:** Sunrise/industrial/agricultural landscape in symbolic colors
+- **Format Justification:** Vertical heroic monumentality for public display in communes, factories, schools
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Soviet Socialist Realism (1950s training), traditional Chinese nianhua (New Year prints), Mao's artistic directives, German Expressionist woodcuts (1930s leftist influence)
+
+**Medium/Production:** Offset lithographic printing with 4-color process; registration tolerance ±1.5mm; paper stock 120-180gsm with slight texture. Surface shows characteristic dot patterns and color registration artifacts.
+
+**Thematic purpose:** Political mobilization for Cultural Revolution; promote Mao Zedong thought; visualize Party directives; inspire revolutionary action; attack "Four Olds" (old customs, culture, habits, ideas).
+
+**Hallmark motifs:**
+
+1. Heroic figures 150-200% idealized proportions with revolutionary determination
+2. Red dominant palette (50-60% coverage) with yellow/orange sunrise symbolism
+3. Mao's Little Red Book prominent (15-20% of composition when present)
+4. Revolutionary gestures: raised fists, pointed fingers, triumphant poses
+5. Symbolic backgrounds: sunrise (revolution), factories (industry), fields (agriculture)
+
+**Period framing:** Maoist China 1966-1976, commune halls, factory walls, school classrooms, mass rally posters.
+
+**Tone Tag:** Revolutionarily-militant, collectively-heroic, politically-symbolic, socialistically-triumphant
+
+**Production Era Authenticity:** Period offset printing shows 4-color registration drift; dot gain 8-12%; slight color shifts from ink mixing variations.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Bold contours 2-4mm thickness; minimal interior modeling; emphasis on clear readable silhouettes from distance
+
+**Heroic Idealization:** Figures enlarged 150-200% with perfect proportions; faces simplified to 40% detail showing revolutionary determination; muscles defined but not anatomically precise
+
+**Color Application:** Dominant red 50-60% coverage (symbolizing revolution); yellow/orange 20-30% (sunrise/glory); blue 10-15% (industry/sky); green 5-10% (agriculture)
+
+**Political Symbolism:** Every element carries meaning - sunrise (revolution dawning), red books (Mao thought), raised fists (struggle), pointing fingers (direction), industrial/agricultural backgrounds (socialist construction)
+
+**Detail Hierarchy:** Faces show revolutionary expression 60%; hands/gestures 80% prominent; clothing 50% simplified with symbolic colors; background 30% symbolic reduction
+
+**Surface Texture:** Offset lithography shows halftone rosette patterns; slight color registration misalignment ±1.5mm; ink saturation varies 85-95%
+
+**Pose Anchors:** Body leaning forward 15-25° showing revolutionary momentum; one arm raised 45-60° in triumph; red book held prominently; collective grouping 2-5 figures
+
+**Scale Hierarchy:** Central revolutionary figures 60-70%; symbolic elements (red books, flags) 20-30%; background symbolism 15-20%
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Revolutionary worker: Blue/grey Mao suits, worker's caps, simple cotton clothing
+- Peasant revolutionary: Traditional cotton pants, simple jackets, headscarves for women
+- Red Guard youth: Military-style uniforms, red armbands, revolutionary insignia
+
+**Fabric behavior:** Simplified with minimal folds; solid color blocks; revolutionary red accents on collars, sleeves, armbands
+
+**Accessory caps:** 1-2 revolutionary items - red armbands mandatory, red books, revolutionary badges
+
+**Color palette:** 60% revolutionary red, 20% worker blue/grey, 15% peasant earth tones, 5% symbolic yellow/white
+
+**Props (≤2):**
+
+- Hero: Mao's Little Red Book OR revolutionary tool (hammer, sickle, rifle)
+- Micro: Red armband OR revolutionary badge
+
+```yaml
+cultural_revolution_props:
+  political: [red_book, red_flag, mao_badge, red_armband]
+  labor: [hammer, sickle, farming_tool, industrial_tool]
+  militant: [rifle, revolutionary_banner, struggle_poster]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⛔ Canvas Negatives:**
+
+- "individualistic features", "bourgeois refinement", "traditional aesthetics", "foreign influence"
+- "pessimistic tone", "doubt or uncertainty", "complex psychology", "subtle emotions"
+- "naturalistic lighting", "atmospheric perspective", "decorative elements", "historical references (pre-1949)"
+
+**✅ Canvas Positives:**
+
+- "heroic idealization", "revolutionary determination", "collective unity", "socialist realism"
+- "political symbolism", "red dominant palette", "sunrise backgrounds", "forward momentum"
+- "raised fists", "pointed directions", "triumphant poses", "mass mobilization"
+
+------
+## 7) Composition & Lighting Patterns
+
+**CULTURAL REVOLUTION COMPOSITION:**
+
+- Perspective: Heroic low angle 15-30° looking up at revolutionary figures; suggests monumentality and inspiration
+- Grid: Dynamic diagonal emphasis suggesting revolutionary movement; asymmetrical power compositions
+- Figure:ground: 65:35 ratio - bold positive space dominance
+- Density: 75-85% coverage - intense visual saturation
+- Lighting: Symbolic rather than naturalistic - sunrise glow, revolutionary red radiance
+- Detail hierarchy: Faces/hands/gestures 70% prominent; clothing 50%; background 40% symbolic
+
+**BACKGROUND TREATMENT:**
+
+- Revolutionary sunrise: Red/orange/yellow gradients 40-50% of background
+- Industrial landscapes: Simplified factories, smokestacks, machinery in heroic scale
+- Agricultural fields: Golden wheat, collective farms, tractors suggesting abundance
+- Urban construction: Building projects, scaffolding, socialist modernization
+- Color symbolism: Red (revolution), yellow (glory), blue (industry), green (agriculture)
+
+**SYMBOLIC ELEMENTS:**
+
+- Sun/sunrise: Revolution dawning (20-30% sky area)
+- Red flags: Revolutionary spirit (10-15% composition)
+- Industrial/agricultural: Socialist construction (30-40% background)
+- Collective crowds: Mass support (optional 20-30% background)
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Typography ESSENTIAL for political messaging**
+
+**LAYOUT:**
+
+- Upper 25%: Revolutionary slogan (bold sans-serif, 15-20% canvas height)
+- Lower 20%: Secondary messaging or publication info
+- Side columns: Supporting quotations from Mao (optional vertical text)
+
+**Copy limits:** 3-6 words main slogan; 10-20 words secondary text; maximum 3 text zones
+
+**Typography:**
+
+- Bold revolutionary fonts suggesting strength and determination
+- **Google Fonts:** Oswald Black (revolutionary power), Anton (bold authority), Black Ops One (militant strength)
+- **Authentic reference:** Bold simplified Chinese characters with strong geometric structure
+
+**Text Content:**
+
+- Revolutionary slogans avoiding specific historical references
+- Generic mobilization: "Serve the People", "Revolution", "Unity and Strength"
+- Avoid Cultural Revolution-specific slogans - create archetypal revolutionary messaging
+
+**Production Method:** Typography shows slight halftone texture; registration offset from imagery ±1mm; red ink dominant with black outline
+
+------
+
+## Art Deco Propaganda Style (1925-1945)
+
+### Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:**
+
+- `geometric-streamlined` - Angular Art Deco reduction
+- `metallic-sophisticated` - Chrome and gold effects
+- `deco-stylized` - Elegant elongation and curves
+- `luxury-modern` - Sophisticated machine-age aesthetic
+
+**Pose Flags:**
+
+- `streamlined-dynamic` - Sleek forward movement
+- `geometric-precision` - Angular sophisticated positioning
+- `modern-confident` - Progressive technological optimism
+- `luxury-assured` - Elite modern sophistication
+
+**Canvas Control:** `strict-reframe` for poster elegance **Media Hybrid:** `lithograph-metallic` - Metallic inks and geometric precision
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (Art Deco poster standard) - ignore source dimensions.
+
+Redraw in **Art Deco propaganda poster style (1925-1945)** for **lithographic printing with geometric sophistication**.
+
+- **Timeframe:** Machine Age Art Deco (1925-1945), peak 1930-1940
+- **Degree of likeness:** Geometrically streamlined elegance; emphasis on modern sophistication
+- **Emotional tone:** Modernly sophisticated, progressively optimistic, technologically confident, luxuriously efficient
+- **Pose conventions:** Streamlined forward poses; geometric angular positioning; sophisticated modern gestures
+
+**IP Safeguard Declaration:** Original Art Deco design avoiding specific corporate logos or brand identities.
+
+**Style Dominance:** Geometric sophistication and streamlined modernism override naturalistic detail.
+
+**Mode Selector:** Corporate/institutional propaganda promoting modern progress and technological advancement.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (elegant Art Deco poster proportions)
+
+**RECOMPOSITION:**
+
+- **Reframing Method:** Sophisticated vertical with geometric streamlined emphasis
+- **Spatial Allocation:** Subject positioned with Art Deco geometric framing 50-60%
+- **Background Treatment:** Geometric patterns, metallic effects, streamlined moderne elements
+- **Format Justification:** 2:3 allows elegant vertical sophistication for corporate/travel posters
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** French decorative arts, Cubism, Futurism, ancient Egyptian/Aztec motifs, machine age streamlining, luxury ocean liner design
+
+**Medium/Production:** High-quality lithographic printing with metallic inks (gold, silver, bronze); 6-8 color separations; 150-200 LPI fine screen; coated paper stock 200-300gsm. Surface exhibits sophisticated dot patterns with metallic sheen effects.
+
+**Thematic purpose:** Corporate propaganda promoting modern progress, technological advancement, luxury consumption, streamlined efficiency; visualize machine age optimism and sophisticated modernity.
+
+**Hallmark motifs:**
+
+1. Geometric streamlining with chevron patterns and stepped forms (30-40% of design)
+2. Metallic color palette: gold, silver, chrome effects (25-35% coverage)
+3. Sunburst/radiating patterns suggesting progress and energy (20-30% background)
+4. Elongated elegant figures with stylized proportions (20% height elongation)
+5. Zigzag/chevron borders and decorative geometric frames (15-20% composition)
+
+**Period framing:** Machine Age 1925-1945, corporate headquarters, travel bureaus, world's fairs, luxury venues.
+
+**Tone Tag:** Sophisticatedly-modern, geometrically-elegant, technologically-optimistic, luxuriously-progressive
+
+**Production Era Authenticity:** Fine lithographic printing with metallic ink overlay; registration precision ±0.5mm; paper shows slight texture under metallic areas.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Precise geometric contours 1-2mm thickness; Art Deco chevron and stepped patterns; streamlined curves with compass precision
+
+**Geometric Stylization:** Figures elongated 15-20% with angular shoulders; faces simplified to elegant geometric planes; Art Deco sunburst and zigzag patterns integrated
+
+**Color Application:** Sophisticated palette with metallic accents - gold (Pantone 871), silver (877), bronze (874); jewel tones - emerald, sapphire, ruby; black and cream base
+
+**Metallic Effects:** Gold/silver/chrome rendered with graduated tones suggesting reflective surfaces; 3-layer printing for metallic depth
+
+**Detail Hierarchy:** Geometric reduction to essential elegant forms; faces 50% stylized with Art Deco planes; clothing shows streamlined folds; backgrounds 70% geometric pattern
+
+**Surface Texture:** Fine lithographic halftone; metallic inks create slight relief 1-2mm; coated paper shows smooth sophisticated finish
+
+**Pose Anchors:** Elongated vertical stance; angular shoulder positioning; streamlined gestures following geometric curves; sophisticated modern confidence
+
+**Scale Hierarchy:** Central figure 50-60% with geometric framing; decorative borders 20-30%; background patterns 15-25%
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Modern masculine: Streamlined suits, geometric ties, slicked hair, polished shoes
+- Sophisticated feminine: Bias-cut gowns, cloche hats, geometric jewelry, elegant drape
+- Corporate/travel: Professional modern attire with Art Deco accessories
+
+**Fabric behavior:** Bias-cut draping with geometric folds; metallic lamé effects; streamlined moderne simplification
+
+**Accessory caps:** 2-3 sophisticated items - geometric jewelry, modern hats, streamlined accessories
+
+**Color palette:** 40% metallic gold/silver/bronze, 30% jewel tones, 20% black/cream, 10% accent colors
+
+**Props (≤2):**
+
+- Hero: Modern technology (telephone, automobile element, airplane) OR Art Deco decorative object
+- Micro: Geometric jewelry OR modern accessory
+
+```yaml
+art_deco_props:
+  modern_tech: [telephone, radio, automobile, airplane, skyscraper]
+  luxury: [geometric_jewelry, crystal, chrome_object, moderne_vase]
+  travel: [ocean_liner, train, globe, compass]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⛔ Canvas Negatives:**
+
+- "naturalistic detail", "organic curves", "rustic elements", "historical period dress"
+- "muted colors", "rough textures", "asymmetrical chaos", "primitive simplicity"
+- "depression imagery", "poverty symbols", "traditional craft", "anti-modern sentiment"
+
+**✅ Canvas Positives:**
+
+- "geometric precision", "streamlined elegance", "metallic sophistication", "machine age optimism"
+- "Art Deco patterns", "luxurious materials", "technological progress", "modern confidence"
+- "chevron borders", "sunburst radiating", "stepped geometric", "sophisticated glamour"
+
+------
+## 7) Composition & Lighting Patterns
+
+**ART DECO COMPOSITION:**
+
+- Perspective: Sophisticated frontal or three-quarter view; subtle heroic angle 5-15°; elegant verticality
+- Grid: Geometric symmetry with Art Deco borders; stepped pyramidal forms; radiating sunburst patterns
+- Figure:ground: 50:50 balanced elegance; geometric negative space as important as positive
+- Density: 70-80% coverage with sophisticated restraint; geometric breathing room
+- Lighting: Stylized suggesting metallic reflections; streamlined highlights on geometric planes
+- Detail hierarchy: Faces 50% geometric reduction; clothing 60% streamlined; background 80% pattern
+
+**BACKGROUND TREATMENT:**
+
+- Geometric patterns: Chevrons, zigzags, stepped forms, sunburst radiations
+- Metallic elements: Gold/silver/bronze accents suggesting modern luxury
+- Streamlined moderne: Skyscrapers, ocean liners, automobiles in geometric reduction
+- Art Deco borders: 10-15% frame with stepped geometric patterns
+
+**SURFACE CONTEXT:** Corporate lobby, travel bureau, world's fair pavilion, luxury hotel - designed for sophisticated urban elite viewing
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Typography ESSENTIAL for Art Deco propaganda**
+
+**LAYOUT:**
+
+- Upper 25%: Elegant title in Art Deco geometric lettering (12-18% height)
+- Lower 20%: Sophisticated tagline or corporate identity
+- Optional borders: Geometric text frames with Art Deco ornament
+
+**Typography:**
+
+- Geometric Art Deco fonts with streamlined moderne character
+- **Google Fonts:** Orbitron (geometric futuristic), Rajdhani (Art Deco precision), Exo 2 (streamlined elegance)
+- **Authentic reference:** Broadway, Bifur, Peignot - classic Art Deco display faces
+
+**Text Content:**
+
+- Corporate progress: "Modern", "Progress", "Luxury", "Streamlined"
+- Travel/technology: "Speed", "Comfort", "Elegance", "Tomorrow"
+- Avoid specific brands - create archetypal modern messaging
+
+------
+
+## Bauhaus Graphic Design Style (1919-1933)
+
+### Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:**
+
+- `geometric-reduction` - Pure geometric form reduction
+- `functional-clarity` - Essential structural elements only
+- `grid-systematic` - Modular geometric construction
+- `universal-rational` - Objective rational design
+
+**Pose Flags:**
+
+- `geometric-fundamental` - Reduced to essential geometric forms
+- `functional-positioning` - Rational structural arrangement
+- `grid-aligned` - Systematic modular placement
+- `universal-human` - Archetypal human proportions
+
+**Canvas Control:** `format-native` for rational grid systems
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1.414 ratio** (A-series proportion, √2) - ignore source dimensions.
+
+Redraw in **Bauhaus graphic design style (1919-1933)** for **functional geometric rational communication**.
+
+- **Timeframe:** Bauhaus school period (1919-1933), peak rational design 1923-1928
+- **Degree of likeness:** Geometrically reduced to essential rational forms; emphasis on universal design principles
+- **Emotional tone:** Rationally objective, functionally clear, universally accessible, geometrically precise
+- **Pose conventions:** Grid-aligned geometric positioning; functional clarity; rational structural arrangement
+
+**IP Safeguard Declaration:** Original Bauhaus-inspired rational design avoiding specific school projects.
+
+**Style Dominance:** Functional geometry and rational reduction override representational detail.
+
+**Mode Selector:** Educational/institutional poster for universal rational communication.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `1:1.414` (DIN A-series proportion based on √2 - fundamental Bauhaus ratio)
+
+**RECOMPOSITION:**
+
+- **Reframing Method:** Rational grid-based recomposition with geometric reduction
+- **Spatial Allocation:** Modular grid system with functional zones
+- **Background Treatment:** Primary color geometry with grid structure
+- **Format Justification:** √2 proportion allows infinite subdivision while maintaining ratio - fundamental Bauhaus principle
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** De Stijl, Russian Constructivism, geometric abstraction, functional design theory, universal communication principles
+
+**Medium/Production:** Clean offset printing with geometric precision; primary colors only; grid-based layout; 120-150 LPI screen. Surface exhibits rational mechanical perfection.
+
+**Thematic purpose:** Design education and rational communication; promote universal design principles; functional aesthetics serving social purpose; eliminate ornament in favor of function.
+
+**Hallmark motifs:**
+
+1. Primary color palette: Red, blue, yellow with black and white (Mondrian influence)
+2. Geometric reduction to circle, square, triangle fundamental forms (40-60% composition)
+3. Grid-based modular construction with √2 proportional relationships
+4. Sans-serif typography integrated as geometric element (30-40% composition)
+5. Functional clarity with minimal ornamentation (95% reduction from decorative)
+
+**Period framing:** Weimar Germany 1919-1933, Bauhaus school workshops, functional design education.
+
+**Tone Tag:** Rationally-precise, functionally-clear, geometrically-fundamental, universally-accessible
+
+**Production Era Authenticity:** Clean mechanical printing with perfect registration; primary ink colors unmixed; geometric precision within 0.5mm tolerance.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Geometric precision using ruler/compass only; 1-3mm consistent thickness; perpendicular/parallel grid alignment; fundamental geometric forms
+
+**Geometric Reduction:** Faces reduced to circle/square/triangle combinations; bodies simplified to rectangular planes; total reduction 80% from naturalistic
+
+**Color Application:** Primary colors only (red=Pantone 485, blue=286, yellow=109); black and white; 100% flat solid coverage; no gradients or mixing
+
+**Grid Construction:** Modular grid based on √2 proportions; all elements aligned to grid intersections; systematic rational placement
+
+**Detail Hierarchy:** Maximum reduction - faces 20% detail (geometric symbols), bodies 30% (rectangular forms), background 90% geometric abstraction
+
+**Surface Texture:** Mechanical perfection - no hand variation; crisp edges; geometric precision; rational surface treatment
+
+**Pose Anchors:** Grid-aligned positioning; geometric angular relationships; rational structural balance; universal proportions
+
+**Scale Hierarchy:** Equal weight to all geometric elements; democratic visual distribution; functional clarity 100%
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Functional worker: Geometric reduction to rectangular forms; primary color blocks
+- Bauhaus student: Simplified geometric clothing; functional work attire reduced to essential forms
+
+**Fabric behavior:** Eliminated - reduced to flat geometric color planes
+
+**Accessory caps:** Minimalist 0-1 - only if serving functional purpose
+
+**Color palette:** 70% primary colors (red/blue/yellow), 20% black, 10% white
+
+**Props (≤1):**
+
+- Only if functionally necessary: geometric tools (compass, ruler, T-square) reduced to symbolic forms
+
+```yaml
+bauhaus_props:
+  design_tools: [compass_symbol, ruler_line, square_angle, circle_form]
+  geometric: [triangle, circle, square, rectangle]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⛔ Canvas Negatives:**
+
+- "decorative ornament", "naturalistic detail", "emotional expression", "historical reference"
+- "complex gradients", "mixed colors", "organic curves", "asymmetrical chaos"
+- "individual personality", "cultural specificity", "artistic subjectivity", "representational accuracy"
+
+**✅ Canvas Positives:**
+
+- "geometric reduction", "functional clarity", "primary colors only", "grid-based rational"
+- "universal principles", "modular construction", "systematic design", "objective communication"
+- "circle square triangle", "perpendicular parallel", "√2 proportions", "mechanical precision"
+
+------
+## 7) Composition & Lighting Patterns
+
+**BAUHAUS COMPOSITION:**
+
+- Perspective: Eliminated - pure frontal geometric planes
+- Grid: Strict modular grid based on √2 proportions; all elements grid-aligned
+- Figure:ground: 50:50 democratic balance; positive/negative equal importance
+- Density: 60-70% coverage with rational breathing room
+- Lighting: Eliminated - flat geometric planes with primary colors
+- Detail hierarchy: Maximum reduction to geometric fundamentals - 80-90% abstraction
+
+**BACKGROUND TREATMENT:**
+
+- Primary color blocks: Large geometric rectangles in red/blue/yellow
+- Grid structure: Visible or implied √2 modular system
+- Geometric forms: Circle/square/triangle fundamental shapes
+- Rational space: Functional negative space as important as positive
+
+**SURFACE CONTEXT:** Bauhaus school wall, workshop, educational institution - designed for universal rational comprehension
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Typography ESSENTIAL for Bauhaus rational communication**
+
+**LAYOUT:**
+
+- Grid-aligned text zones following √2 proportions
+- Horizontal/vertical only - no diagonal text
+- Modular typographic elements integrated with geometric forms
+
+**Typography:**
+
+- Clean geometric sans-serif; functional lowercase emphasis
+- **Google Fonts:** Roboto (rational geometric), Source Sans Pro (functional clarity), Lato (universal accessibility)
+- **Authentic reference:** Futura, Universal, geometric Grotesk faces designed at Bauhaus
+
+**Text Content:**
+
+- Universal rational messages: "Form", "Function", "Geometry", "Rational"
+- Educational/institutional content reduced to essential communication
+- Avoid decorative language - pure functional information
+
+**Production Method:** Typography as geometric element equal to shapes; grid-aligned; primary color treatments; rational mechanical precision
+
+------
+
diff --git a/styles-source/archive/psychedelic_art_analysis.md b/styles-source/archive/psychedelic_art_analysis.md
new file mode 100644
index 0000000..9e24a09
--- /dev/null
+++ b/styles-source/archive/psychedelic_art_analysis.md
@@ -0,0 +1,1485 @@
+# Psychedelic Art - Style Analysis
+
+# Victor Moscoso
+
+## Renderer-Agnostic Adapter - Moscoso Specific
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** Moscoso-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate deliberately uncomfortable or challenging aesthetics when historically accurate
+
+**Face-Treatment Flags (Moscoso-specific):**
+
+- `hand-drawn-psychedelic` - Facial features completely redrawn in Moscoso's organic drawing style with flowing contours
+- `electric-color-integration` - Face emerges from and dissolves into electric color fields rather than sitting on decorative background
+- `organic-line-work` - All facial contours drawn using Moscoso's flowing, organic line aesthetic
+- `pattern-figure-fusion` - Figure and decorative elements seamlessly integrated through continuous line flow
+- `anti-photographic` - Explicitly reject photographic realism in favor of hand-crafted artistic interpretation
+
+**Pose Flags (Moscoso-specific):**
+
+- `organic-integration` - Pose flows seamlessly into decorative patterns, rejecting figure-on-background separation
+- `hand-drawn-gesture` - Body positioning emphasizes Moscoso's flowing, organic drawing aesthetic
+- `pattern-emergence` - Figure emerges from and dissolves back into psychedelic patterns organically
+- `anti-photographic-pose` - Reject realistic photographic positioning in favor of artistic stylization
+
+**Canvas Control Flags:**
+
+- `strict-reframe` - Essential for poster format adherence
+- `adaptive-extend` - Background extends seamlessly using vibrating color fields
+
+**Material Physics Authority:**
+
+- Photo-offset lithography with fluorescent ink specifications
+- Xerox enlargement until halftone dots achieve 3-5mm visibility
+- Color registration drift measurements: 2-3mm intentional misalignment
+- Substrate: newsprint texture with ink absorption characteristics
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (concert poster standard) - ignore source image dimensions completely.
+
+**COMPLETE ARTISTIC RECONSTRUCTION:** Redraw subject entirely from scratch as hand-crafted artwork in **Victor Moscoso's vibrant psychedelic poster style (1966-1971)**.
+
+**CRITICAL: NO PHOTOGRAPHIC PRESERVATION.** This is not a photo filter or effect. Create original drawn artwork that captures essence through artistic interpretation, not photographic accuracy.
+
+**Likeness Method**: Capture identity through **distinctive facial geometry, gesture, and expression** translated into Moscoso's drawing style with electric color relationships.
+
+**Timeframe**: Peak San Francisco psychedelic poster period, Neon Rose series (1966-1971).
+
+**Degree of artistic transformation**: Subject completely reimagined as hand-drawn psychedelic artwork; facial features, proportions, and forms genuinely stylized through Moscoso's artistic lens rather than photographically preserved.
+
+**Emotional tone**: Electrically vibrant, visually intense, mind-expanding, colorfully explosive.
+
+**Integration mandate**: Figure must organically dissolve into and emerge from psychedelic patterns - no subject sitting on top of decorative background.
+
+**IP Safeguard Declaration:** Create original psychedelic portrait artwork avoiding copyrighted concert poster elements while maintaining authentic Moscoso hand-crafted aesthetic principles.
+
+**Face-Treatment Flag**: `hand-drawn-psychedelic` **Pose Flag**: `organic-integration`
+ **Canvas Control Flag**: `strict-reframe`
+
+**Style Dominance**: The final result must be hand-crafted psychedelic artwork emphasizing Moscoso's drawing aesthetic and electric color relationships over any photographic qualities.
+
+**Mode Selector**: Hand-drawn concert poster format for psychedelic ballroom venues.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION**: `2:3` (classical poster format / 1960s concert poster standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background using electric color fields and organic patterns
+- **Spatial Allocation**: Subject placement center-dominant with 70% figure dominance
+- **Background Treatment**: Vibrant complementary color fields with flowing organic patterns creating continuous visual vibration
+- **Format Justification**: 2:3 ratio serves psychedelic poster tradition, optimized for ballroom wall display and street-level visibility from distance
+
+**Composition Adaptation**: Portrait orientation allows for vertical text integration while maximizing facial impact zone for color vibration effects.
+
+------
+
+### 3) Artistic Style & Context
+
+The artwork must be created in Victor Moscoso's vibrant psychedelic poster style, capturing the **electric color theory and visual intensity** of 1960s San Francisco counterculture (1966-1971).
+
+**Intended medium**: Photo-offset lithography with fluorescent inks and high-contrast color separations on newsprint substrate.
+
+**Thematic purpose**: Concert poster and promotional materials for psychedelic rock shows; visual communication designed to capture attention from across the street while creating immersive viewing experience.
+
+**Influences**: Bauhaus color theory (Josef Albers), Art Nouveau flowing forms, optical illusion art, mind-expanding visual experimentation, conscious inversion of academic design principles.
+
+**3-5 hallmark motifs with quantified specifications**:
+
+1. **Vibrating color edges**: Complementary colors (red/blue, orange/green) at equal value creating 2-3mm optical strain zones
+2. **Illegible typography**: Letterforms bent and twisted, negative space drawing technique requiring 30+ seconds decoding time
+3. **Xerox halftone dots**: Mechanical reproduction dots 3-5mm diameter visible from enlargement process
+4. **Photo-collage layering**: 2-3 image layers with intentional registration drift 2-3mm offset
+5. **Organic pattern integration**: Figure dissolves into decorative elements using continuous flowing lines
+
+**Period framing**: Peak San Francisco psychedelic movement, Fillmore/Avalon ballroom poster era.
+
+**Tone Tag**: Electrically challenging, visually aggressive, mind-expanding, deliberately irritating to conventional sensibilities.
+
+**Production Era Authenticity**: 1960s photo-offset lithography limitations including halftone dot visibility, color registration issues, fluorescent ink bleeding on newsprint substrate.
+
+------
+
+### 4) Technical Execution
+
+**Line Work**: Hand-drawn flowing, organic contours using Moscoso's characteristic drawing technique; high-contrast edges between complementary color areas; 2-3mm line weight variations creating rhythm and flow; **no photographic edges or digital smoothing**.
+
+**Anatomical Stylization**: Facial features and proportions genuinely reinterpreted through Moscoso's artistic lens; organic flowing interpretation of human form; 150% elongation or compression where artistically appropriate; **complete departure from photographic accuracy in favor of hand-crafted aesthetic**.
+
+**Detail Hierarchy**: Hand-drawn details supporting electric color vibration effects; organic pattern details flowing seamlessly with figure; 60% figure integration/40% decorative pattern with **no separation between subject and background**.
+
+**Coloring Method**: Electric complementary color combinations (red/green, blue/orange, yellow/purple) at equal value intensity; colors applied as hand-drawn fields rather than photographic tinting; fluorescent intensity simulation through pure color relationships; **no photographic color preservation**.
+
+**Surface Quality**: **Hand-crafted drawing aesthetic** with organic line variation; authentic poster art surface treatment; **completely eliminate any photographic texture, grain, or smoothing**; emphasize drawn, artistic mark-making over mechanical reproduction effects.
+
+**Figure-Ground Integration**: Subject organically emerges from and dissolves into psychedelic patterns; **no figure sitting on top of decorative background**; seamless integration through continuous line flow and color relationships.
+
+**Pose Anchors**: Body and facial positioning emphasizing organic flow and pattern integration; gesture supporting overall composition rhythm; positioning optimized for hand-drawn artistic interpretation rather than photographic preservation.
+
+**Scale Hierarchy**: Proportional relationships serving artistic composition; detail organized from primary (facial essence) to secondary (hair/clothing interpretation) to tertiary (integrated background patterns); **no photographic detail preservation**.
+
+**Artistic Authenticity**: **Complete hand-drawn reconstruction** mimicking Moscoso's organic drawing technique and color application methods; **zero photographic characteristics retained**; authentic 1960s poster art aesthetic.
+
+**Pattern Integration**: All elements flow together through Moscoso's characteristic organic line work; **figure and decorative elements unified through continuous artistic treatment** rather than layered separately.
+
+**Canvas Adaptation**: Composition designed for 2:3 poster ratio with hand-drawn hierarchical organization optimized for artistic impact rather than photographic documentation.
+
+------
+
+### 5) Fashion & Attire - Wardrobe Matrix
+
+**Wardrobe tracks**: 1960s counterculture fashion dissolved into color patterns and organic forms rather than realistic clothing representation.
+
+**Typical clothing**: Figures often dissolve into color fields, with clothing indistinct or fully absorbed into swirling vibrating patterns; flowing tunics, bell-bottoms, peasant blouses transformed into pure color relationships.
+
+**Fabric behavior**: Materials rendered as flowing color patterns rather than realistic textile representation; psychedelic transformation of conventional garments into electric color fields.
+
+**Era-appropriate accessories**: Minimal focus on realistic accessories; love beads, peace symbols, round glasses integrated as color pattern elements rather than material objects.
+
+**Color palette restrictions**: Electric complementary combinations only; no muted or earth tones; fluorescent intensity required; period accuracy through day-glo color simulation.
+
+**Wardrobe variation required**: Primary garment colors cycle through electric complementary pairs - avoid repetition within same color family.
+
+**Props**: 1 hero prop maximum (guitar, microphone, peace symbol) + optional 1 micro detail, total ≤2; all props dissolved into color pattern integration.
+
+**Coherence filter**: All fashion elements support electric color vibration aesthetic; realistic material representation prohibited; fallback = pure color field integration.
+
+**Detail level**: Stylized integration of clothing into overall color and pattern composition; electric color relationships prioritized over fashion accuracy.
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2)**:
+
+- ⌐ No photographic realism or preservation—must be completely redrawn as hand-crafted artwork
+- ⌐ No digital filters or effects applied to photographs—create original drawn artwork from scratch
+- ⌐ No figure sitting on top of decorative background—must integrate organically through continuous artistic treatment
+- ⌐ No photographic texture, grain, or smoothness—emphasize hand-drawn organic line work
+- ⌐ No muted or subdued colors—must be electrically vibrant with complementary intensity
+- ⌐ No realistic modeling or dimensional representation—flat poster art aesthetic with electric color relationships
+- ⌐ No conservative or traditional color schemes—only electric complementary combinations
+- ⌐ No original aspect ratio—must recompose for exact 2:3 poster proportion
+
+**Canvas Positives (≥2)**:
+
+- ✓ Exactly 2:3 ratio concert poster composition with hand-drawn hierarchical flow
+- ✓ Complete artistic reconstruction using Moscoso's organic drawing aesthetic
+- ✓ Electric complementary color relationships integrated throughout figure and pattern
+- ✓ Hand-crafted poster art surface quality eliminating all photographic characteristics
+- ✓ Organic figure-pattern integration where subject emerges from and dissolves into decorative elements
+- ✓ Flowing, continuous line work unifying all compositional elements
+- ✓ Authentic 1960s psychedelic poster drawing style and color application
+- ✓ Illegible typography integration requiring sustained decoding effort through hand-lettered aesthetic
+
+**Vocabulary warnings**: Avoid "harmonious," "pleasant," "comfortable," "easy to read," "conventional beauty"—these contradict Moscoso's rule-breaking methodology. Avoid "ornate" or "elaborate" if frame generation unwanted.
+
+------
+
+### 7) Composition & Background
+
+**Ratio-Specific Composition Requirements**: Portrait 2:3 format with vertical emphasis, subject dominance ≥70%, hierarchical staging with concert poster conventions optimized for ballroom wall display and street visibility.
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+**Perspective regime**: Flat poster perspective with optical depth achieved through color vibration rather than dimensional modeling; figure-ground ambiguity through complementary color adjacency.
+
+**Grid/symmetry**: Organic asymmetrical composition with flowing integration of figure and decorative elements; rejection of academic grid systems.
+
+**Figure:ground %**: 60% figure integration / 40% background pattern with deliberate boundary ambiguity through vibrating color edges.
+
+**Density %**: High information density requiring sustained viewing; visual complexity preventing quick message transmission in direct contradiction to conventional poster principles.
+
+**Lighting logic**: No naturalistic lighting; electric color relationships create illumination effects through complementary intensity rather than dimensional light sources.
+
+**Detail:negative space ratio**: Minimal negative space; maximum visual engagement through continuous pattern flow and color vibration coverage optimized for 2:3 ratio.
+
+**REQUIRED ANCHORS**:
+
+**Surface Context Anchor**: Concert poster for psychedelic ballroom walls; newsprint substrate with photo-offset lithography characteristics; viewing distance 6-15 feet requiring high visual impact.
+
+**Frame/Band Anchor**: No external frames or borders; composition bleeds to poster edges; integrated typography as part of overall design rather than separate text zones.
+
+**Production Context Anchor**: 1960s San Francisco poster production methods; mechanical paste-up process with color separation techniques; intentional registration drift and halftone dot visibility.
+
+**Ratio Enforcement Anchor**: Composition designed specifically for 2:3 poster proportion with vertical information hierarchy; figure placement optimized for poster format rather than adapted from different ratio.
+
+------
+
+### 8) Typography & Text Integration
+
+**Binary Decision**: Allow typography integration (concert poster format requires band/venue information)
+
+**Ratio-Appropriate Zones**: Typography integrated into flowing organic composition rather than separate text blocks; vertical hierarchy optimized for 2:3 poster proportion with reading pattern considerations.
+
+**Copy limits**: ≤6 words per typographic element; ≤3 total text elements positioned for poster hierarchy with concert information priority.
+
+**Period-Appropriate Typography**: Hand-lettered flowing letterforms integrated into decorative patterns; intentionally illegible aesthetic prioritizing visual impact over information transmission; difficult-to-read design requiring sustained decoding effort.
+
+**Font recommendation**: Closest Google Font approximations for Moscoso's hand-lettered style:
+
+- **Fredoka One** (rounded, flowing letterforms, 75% match)
+- **Righteous** (1960s poster aesthetic, 70% match)
+- **Bungee** (psychedelic poster letterforms, 80% match)
+- Better historical accuracy: Hand-lettered custom typography following Moscoso's negative-space drawing technique
+
+**Format-Specific Text Rules**: Concert poster mode with band name dominance, venue secondary, date tertiary; text becomes part of visual composition through color vibration integration rather than separate information blocks.
+
+**Historical accuracy**: Typography must match 1966-1971 San Francisco psychedelic poster conventions with hand-lettered characteristics and deliberate illegibility aesthetic.
+
+**Production Method Integration**: Typography rendered with same photo-offset lithography limitations including registration drift and halftone dot characteristics; color vibration applied to letterforms creating optical strain effects.
+
+------
+
+## Technical Material Specifications
+
+**Primary Tools & Materials:**
+
+- Photo-offset lithography process with color separation overlays
+- Xerox photocopier enlargement (halftone dots 3-5mm visibility)
+- Fluorescent inks: Day-glo orange, electric blue, hot pink, lime green
+- Newsprint substrate (ink absorption characteristics)
+- Mechanical paste-up with registration marks
+- Color swatch specification system
+- Grease pencil for registration marks
+
+**Color Theory Application:**
+
+- Josef Albers vibrating color principles
+- Complementary adjacency at equal value intensity
+- Figure-ground ambiguity through optical strain
+- Electric complementary pairs: red/green, blue/orange, yellow/purple
+- No color harmony or conventional aesthetic comfort
+
+**Production Authenticity:**
+
+- Intentional color registration drift 2-3mm
+- Mechanical reproduction artifacts preserved
+- Halftone dot visibility from enlargement process
+- Photo-offset printing limitations embraced rather than corrected
+
+------
+
+## Style Philosophy Integration
+
+**Academic Rule Reversal System:**
+
+1. **From Legible to Illegible**: Typography drawn in negative space, requiring active decoding
+2. **From Harmony to Vibration**: Complementary colors at touching edges creating optical strain
+3. **From Quick Reading to Extended Engagement**: Complex visual puzzles requiring 30+ seconds viewing time
+
+**Moscoso's Innovation Principles:**
+
+- "Reverse everything I learned" - systematic inversion of Bauhaus training
+- "Hang somebody up in front of that poster for as long as you could"
+- "Each edge was a vibrating edge" - comprehensive optical strain system
+- Kinetic potential through color layer separation under stroboscopic lighting
+
+This framework ensures authentic reproduction of Victor Moscoso's revolutionary psychedelic poster aesthetic while maintaining technical accuracy to his 1960s production methods and philosophical approach to rule-breaking design.
+
+---
+
+# Stanley Mouse & Alton Kelley
+
+## Renderer-Agnostic Adapter - Mouse & Kelley Specific
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** Mouse & Kelley-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate deliberately challenging aesthetics when historically accurate
+
+**Face-Treatment Flags (Mouse & Kelley-specific):**
+
+- `iconic-symbolic-integration` - Facial features transformed into symbolic, archetypal representation within decorative framework
+- `art-nouveau-elongation` - Proportions elegantly elongated following Art Nouveau figure traditions (Mucha influence)
+- `decorative-frame-emergence` - Face emerges from and integrates with ornamental border systems and flowing patterns
+- `historical-appropriation-style` - Features reinterpreted through 19th-century illustration aesthetic (Edmund Sullivan influence)
+- `split-fountain-color-flow` - Face colored through rainbow fountain technique creating organic color transitions
+
+**Pose Flags (Mouse & Kelley-specific):**
+
+- `archetypal-positioning` - Pose emphasizes symbolic, mythic, or allegorical significance over realistic gesture
+- `decorative-integration` - Body positioning flows seamlessly with Art Nouveau ornamental elements
+- `iconic-recognition` - Pose optimized for memorable visual impact and symbolic power
+- `historical-recontextualization` - Positioning references appropriated historical imagery while serving contemporary cultural meaning
+
+**Canvas Control Flags:**
+
+- `strict-reframe` - Essential for poster format adherence
+- `adaptive-extend` - Background extends using decorative Art Nouveau patterns and symbolic elements
+
+**Material Physics Authority:**
+
+- Photo-offset lithography with split fountain rainbow effects
+- Hand-cut Rubylith masking film for color separations
+- Acetate overlay registration systems
+- Color mixing specifications: eye-mixed inks for custom palette creation
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (concert poster standard) - ignore source image dimensions completely.
+
+**COMPLETE ARTISTIC RECONSTRUCTION:** Redraw subject entirely from scratch as hand-crafted artwork in **Stanley Mouse & Alton Kelley's iconic psychedelic poster style (1966-1975)**.
+
+**CRITICAL: NO PHOTOGRAPHIC PRESERVATION.** This is not a photo filter or effect. Create original drawn artwork that captures essence through iconic symbolic interpretation, not photographic accuracy.
+
+**Likeness Method**: Capture identity through **iconic symbolism** combined with flowing Art Nouveau decorative elements, transforming subject into archetypal representation.
+
+**Timeframe**: Peak Grateful Dead and San Francisco poster period, Family Dog productions (1966-1975).
+
+**Degree of artistic transformation**: Subject completely reimagined as iconic, symbolic representation; emphasis on memorable visual impact through decorative integration rather than realistic portrayal.
+
+**Emotional tone**: Mystically iconic, symbolically powerful, decoratively flowing, counterculturally rebellious.
+
+**Integration mandate**: Figure must be decoratively framed and integrated with ornamental elements - iconic positioning within symbolic landscape rather than isolation.
+
+**IP Safeguard Declaration:** Create original psychedelic portrait artwork avoiding copyrighted concert imagery while maintaining authentic Mouse & Kelley iconic symbolism and decorative integration principles.
+
+**Face-Treatment Flag**: `iconic-symbolic-integration` **Pose Flag**: `archetypal-positioning`
+ **Canvas Control Flag**: `strict-reframe`
+
+**Style Dominance**: The final result must be hand-crafted iconic poster art emphasizing symbolic power and Art Nouveau decorative integration over any photographic qualities.
+
+**Mode Selector**: Iconic poster format for psychedelic rock venues emphasizing symbolic recognition and decorative beauty.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION**: `2:3` (classical poster format / 1960s concert poster standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background using Art Nouveau decorative patterns and symbolic landscape elements
+- **Spatial Allocation**: Subject placement center-dominant with 65% figure dominance, 35% decorative framing integration
+- **Background Treatment**: Flowing Art Nouveau patterns, symbolic landscapes, ornamental frameworks creating decorative context
+- **Format Justification**: 2:3 ratio serves psychedelic poster tradition while accommodating decorative border elements and symbolic integration typical of Mouse & Kelley compositions
+
+**Composition Adaptation**: Portrait orientation allows for vertical symbolic hierarchy with decorative framing elements while maximizing iconic impact of central figure.
+
+------
+
+### 3) Artistic Style & Context
+
+The artwork must be created in Stanley Mouse & Alton Kelley's iconic psychedelic poster style, capturing the **symbolic iconography and decorative flow** of 1960s San Francisco rock culture (1966-1975).
+
+**Intended medium**: Photo-offset lithography with rich color combinations, split fountain rainbow effects, and decorative integration on sturdy poster stock.
+
+**Thematic purpose**: Concert posters creating iconic imagery for psychedelic rock bands, especially the Grateful Dead; visual communication emphasizing symbolic recognition and decorative beauty over aggressive optical effects.
+
+**Influences**: Art Nouveau masters (Alphonse Mucha, Edmund Joseph Sullivan), American folk art, Mexican Day of the Dead imagery, 19th-century book illustrations, historical appropriation and recontextualization, Vienna Secession decorative arts.
+
+**3-5 hallmark motifs with quantified specifications**:
+
+1. **Decorative border integration**: Art Nouveau-style ornamental frameworks with 15-20mm border width containing flowing organic patterns
+2. **Split fountain rainbow effects**: Smooth color gradations across 3-4 hues blending at 5-10mm transition zones
+3. **Historical appropriation aesthetic**: 19th-century illustration line quality with 2-3mm consistent stroke weights
+4. **Iconic symbolic representation**: Figure transformed into archetypal imagery with 150-200% symbolic amplification over realistic representation
+5. **Ornamental typography**: Hand-lettered flowing text integrated into decorative scheme with 30-45 degree angle variations
+
+**Period framing**: Peak San Francisco psychedelic movement, Family Dog and Grateful Dead poster era, historical art appropriation period.
+
+**Tone Tag**: Mystically iconic, decoratively elegant, symbolically powerful, folk art influenced, historically conscious.
+
+**Production Era Authenticity**: 1960s photo-offset lithography with split fountain techniques, hand-cut color separations, acetate overlay registration systems, custom ink mixing practices.
+
+------
+
+### 4) Technical Execution
+
+**Line Work**: Flowing, decorative contours inspired by Art Nouveau masters; hand-drawn organic line quality with 2-3mm consistent weight; emphasis on iconic clarity rather than optical vibration; **complete departure from photographic line work**.
+
+**Anatomical Stylization**: Figures simplified into iconic symbolic forms; Art Nouveau proportional elongation where appropriate (150% neck/limb extension); decorative integration supporting memorable visual recognition; **no photographic anatomical preservation**.
+
+**Detail Hierarchy**: Selective detail supporting iconic recognition and decorative flow; ornamental pattern details flowing seamlessly between figure and background; 65% iconic figure/35% decorative integration with **seamless symbolic transition**.
+
+**Coloring Method**: Split fountain rainbow technique creating smooth 3-4 color gradations; rich harmonious color combinations mixing earth tones with vibrant accents; symbolic color choices supporting archetypal meaning; **no photographic color relationships**.
+
+**Surface Quality**: **Hand-crafted poster art aesthetic** with smooth, flowing color applications; decorative pattern precision; **completely eliminate photographic texture in favor of iconic poster art surface treatment**.
+
+**Figure-Ground Integration**: Subject iconically positioned within decorative ornamental framework; **symbolic landscape context rather than photographic background**; Art Nouveau-style environmental integration.
+
+**Pose Anchors**: Body positioning emphasizing iconic symbolic significance; archetypal gesture supporting overall decorative composition; positioning optimized for memorable poster recognition rather than photographic documentation.
+
+**Scale Hierarchy**: Proportional relationships serving iconic composition; detail organized from primary (symbolic essence) to secondary (decorative integration) to tertiary (ornamental background); **no photographic detail relationships**.
+
+**Artistic Authenticity**: **Complete iconic reconstruction** using Mouse & Kelley's symbolic interpretation and Art Nouveau decorative techniques; **zero photographic characteristics retained**; authentic 1960s poster art aesthetic.
+
+**Decorative Integration**: All elements unified through flowing Art Nouveau ornamental treatment; **figure and decorative elements harmoniously balanced** through continuous symbolic and artistic integration.
+
+**Canvas Adaptation**: Composition designed for 2:3 poster ratio with decorative hierarchical organization optimized for iconic impact and symbolic recognition rather than photographic documentation.
+
+------
+
+### 5) Fashion & Attire - Wardrobe Matrix
+
+**Wardrobe tracks**: 1960s counterculture fashion transformed into flowing decorative patterns and symbolic elements rather than realistic clothing representation.
+
+**Typical clothing**: Figures may appear in historic, mythic, or allegorical costume rather than contemporary fashion, reinforcing their iconic symbolic significance; flowing robes, period dress, archetypal garments.
+
+**Era-appropriate accessories**: Peace symbols, cosmic elements, folk art jewelry integrated into overall decorative scheme; symbolic rather than realistic representation; accessories supporting archetypal transformation.
+
+**Fabric qualities**: Materials rendered as flowing decorative patterns following Art Nouveau textile treatment; clothing transformed into symbolic costume elements rather than realistic garments.
+
+**Color palette restrictions**: Rich harmonious combinations including earth tones (ochres, deep reds, forest greens) mixed with vibrant accents; split fountain rainbow effects; symbolic color choices supporting archetypal meaning; no harsh optical contrast.
+
+**Wardrobe variation required**: Primary garment colors cycle through rich earth tone combinations with rainbow accent integration - avoid electric complementary pairs, embrace harmonious relationships.
+
+**Props**: Symbolic objects integrated into decorative scheme maximum 2 total; guitars, roses, skulls, peace symbols as iconic elements; musical instruments, mythic objects, folk art elements; **all props symbolically integrated rather than photographically realistic**.
+
+**Coherence filter**: All fashion elements support iconic symbolic aesthetic and Art Nouveau decorative integration; realistic material representation transformed into symbolic archetypal elements.
+
+**Detail level**: Stylized integration of clothing into overall flowing decorative composition; symbolic costume elements prioritized over fashion accuracy; archetypal significance emphasized.
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2)**:
+
+- ⌐ No photographic realism or preservation—must be completely redrawn as iconic symbolic artwork
+- ⌐ No digital filters or effects applied to photographs—create original iconic art from historical appropriation approach
+- ⌐ No harsh optical vibration or electric color combinations—must use harmonious Art Nouveau color relationships
+- ⌐ No figure isolation without decorative context—must integrate with ornamental framework and symbolic landscape
+- ⌐ No photographic texture, grain, or smoothness—emphasize hand-drawn decorative poster art line quality
+- ⌐ No chaotic or uncontrolled compositions—must maintain Art Nouveau decorative flow and iconic clarity
+- ⌐ No aggressive or confrontational imagery—must maintain folk art warmth and symbolic dignity
+- ⌐ No original aspect ratio—must recompose for exact 2:3 poster proportion with decorative framing
+
+**Canvas Positives (≥2)**:
+
+- ✓ Exactly 2:3 ratio concert poster composition with decorative hierarchical flow and ornamental framing
+- ✓ Complete iconic symbolic reconstruction using Mouse & Kelley's archetypal transformation approach
+- ✓ Art Nouveau decorative integration with flowing ornamental patterns and symbolic landscape elements
+- ✓ Split fountain rainbow color effects creating smooth harmonic transitions between 3-4 hues
+- ✓ Hand-crafted poster art surface quality eliminating all photographic characteristics in favor of iconic symbolic treatment
+- ✓ Historical appropriation aesthetic referencing 19th-century illustration traditions with contemporary recontextualization
+- ✓ Symbolic landscape integration where subject occupies archetypal position within decorative environmental context
+- ✓ Ornamental typography integration with hand-lettered flowing text becoming part of overall decorative scheme
+
+**Vocabulary warnings**: Avoid "harsh," "aggressive," "confrontational," "chaotic," "electric vibration" - these contradict Mouse & Kelley's harmonious folk art influenced aesthetic. Avoid "ornate" or "elaborate" only if frame generation unwanted, though decorative integration is essential to their style.
+
+------
+
+### 7) Composition & Background
+
+**Ratio-Specific Composition Requirements**: Portrait 2:3 format with decorative emphasis, subject dominance ≥65%, ornamental staging with concert poster conventions optimized for iconic recognition and symbolic integration.
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+**Perspective regime**: Iconic poster perspective with decorative depth achieved through Art Nouveau ornamental layering rather than dimensional modeling; symbolic positioning within decorative landscape context.
+
+**Grid/symmetry**: Art Nouveau asymmetrical balance with flowing decorative integration; organic ornamental organization supporting iconic central positioning.
+
+**Figure:ground %**: 65% iconic figure integration / 35% decorative ornamental framework with **harmonious symbolic relationship** through Art Nouveau design principles.
+
+**Density %**: Moderate information density allowing for contemplative viewing; decorative complexity balanced with iconic clarity for symbolic recognition and aesthetic appreciation.
+
+**Lighting logic**: No naturalistic lighting; symbolic illumination effects through color harmony and decorative pattern relationship rather than dimensional light sources; Art Nouveau atmospheric treatment.
+
+**Detail:negative space ratio**: Balanced decorative coverage with strategic negative space for visual breathing; ornamental pattern flow optimized for 2:3 ratio with decorative framing considerations.
+
+**REQUIRED ANCHORS**:
+
+**Surface Context Anchor**: Concert poster for psychedelic ballroom and folk venue walls; sturdy poster stock with photo-offset lithography characteristics; viewing distance 4-12 feet allowing for both iconic recognition and decorative appreciation.
+
+**Frame/Band Anchor**: Art Nouveau-style ornamental borders and decorative framing elements integrated into composition; flowing patterns creating environmental context rather than separate design elements.
+
+**Production Context Anchor**: 1960s San Francisco poster production methods; split fountain rainbow technique; hand-cut acetate overlays; custom ink mixing for harmonious color relationships.
+
+**Ratio Enforcement Anchor**: Composition designed specifically for 2:3 poster proportion with decorative hierarchical organization; iconic figure placement and ornamental framing optimized for poster format rather than adapted from different ratio.
+
+------
+
+### 8) Typography & Text Integration
+
+**Binary Decision**: Allow typography integration (concert poster format requires iconic text integration)
+
+**Ratio-Appropriate Zones**: Typography integrated into flowing Art Nouveau decorative composition; ornamental text treatment becoming part of overall symbolic design rather than separate information blocks.
+
+**Copy limits**: ≤6 words per typographic element; ≤3 total text elements positioned for poster hierarchy with band name prominence, venue secondary, date tertiary.
+
+**Period-Appropriate Typography**: Hand-lettered flowing Art Nouveau-inspired letterforms integrated into decorative patterns; readable sophistication prioritized over illegibility; ornamental text treatment supporting overall symbolic composition.
+
+**Font recommendation**: Art Nouveau-inspired flowing letterforms for Mouse & Kelley's decorative integration style:
+
+- **Cinzel Decorative** (Art Nouveau ornamental quality, 80% match)
+- **Pinyon Script** (flowing decorative script, 75% match)
+- **Great Vibes** (organic flowing letterforms, 70% match)
+- Better historical accuracy: Hand-lettered custom typography following Art Nouveau decorative principles with Mouse & Kelley ornamental integration
+
+**Format-Specific Text Rules**: Concert poster mode with decorative text hierarchy; band name integrated into ornamental framework, venue information flowing with decorative elements; text becomes part of symbolic landscape through Art Nouveau integration principles.
+
+**Historical accuracy**: Typography must match 1966-1975 San Francisco psychedelic poster conventions with Art Nouveau decorative influence and flowing ornamental integration rather than aggressive illegibility.
+
+**Production Method Integration**: Typography rendered with same photo-offset lithography characteristics including split fountain color effects; ornamental letter treatment with decorative pattern integration creating harmonious visual unity.
+
+------
+
+## Technical Material Specifications
+
+**Primary Tools & Materials:**
+
+- Photo-offset lithography with split fountain rainbow technique
+- Hand-cut Rubylith masking film for precise color separations
+- Acetate overlay registration systems with alignment marks
+- Custom ink mixing: eye-mixed colors for harmonious palette creation
+- Photostat machine reproduction of historical source imagery
+- Art Nouveau reference materials and historical illustration books
+
+**Color Theory Application:**
+
+- Split fountain rainbow gradation technique across 3-4 harmonious hues
+- Rich color combinations: earth tones (ochres, deep reds, forest greens) with vibrant accents
+- Symbolic color choices supporting archetypal meaning
+- Harmonic color relationships avoiding harsh optical effects
+- Color transitions blending at 5-10mm zones for smooth gradation
+
+**Production Authenticity:**
+
+- Hand-cut color separation techniques using masking film
+- Acetate overlay registration with manual alignment systems
+- Custom ink mixing for specific color harmony requirements
+- Split fountain press setup for rainbow color effects
+
+**Historical Appropriation Process:**
+
+- Library research and historical image sourcing
+- Photostat machine reproduction of 19th-century illustrations
+- Recontextualization through contemporary symbolic interpretation
+- Integration of historical aesthetics with 1960s counterculture meaning
+
+------
+
+## Style Philosophy Integration
+
+**Iconic Symbolic Transformation System:**
+
+1. **From Photographic to Archetypal**: Transform subject into iconic symbolic representation with universal recognition value
+2. **From Isolated to Integrated**: Position figure within decorative Art Nouveau ornamental framework and symbolic landscape
+3. **From Contemporary to Timeless**: Incorporate historical artistic traditions through appropriation and recontextualization
+4. **From Individual to Universal**: Emphasize archetypal significance over personal characteristics
+
+**Mouse & Kelley Innovation Principles:**
+
+- "Fishing in the past" - historical appropriation and contemporary recontextualization
+- Art Nouveau decorative integration with psychedelic cultural meaning
+- Iconic symbolic representation creating memorable visual impact
+- Split fountain rainbow technique for harmonic color transitions
+- Collaborative technical virtuosity: Kelley's vision + Mouse's execution
+
+This framework ensures authentic reproduction of Stanley Mouse & Alton Kelley's iconic psychedelic poster aesthetic while maintaining technical accuracy to their 1960s production methods and philosophical approach to historical appropriation, symbolic transformation, and Art Nouveau decorative integration.
+
+---
+
+# Bonnie MacLean
+
+## Renderer-Agnostic Adapter - Bonnie MacLean Specific
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** MacLean-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate sophisticated elegant aesthetics when historically accurate
+
+**Face-Treatment Flags (MacLean-specific):**
+
+- `flat-graphic-portrait` - Face rendered as flat graphic shapes with bold outline work (2-3mm thick)
+- `eliminate-photographic-modeling` - Remove all dimensional shading and realistic facial modeling completely
+- `serene-meditative-expression` - Facial features express MacLean's characteristic contemplative detachment with distant, trance-like gaze
+- `art-nouveau-elongation` - Apply 30-40% vertical elongation to facial proportions and neck following Art Nouveau traditions
+- `zero-realistic-characteristics` - Complete elimination of photographic textures and dimensional rendering
+
+**Pose Flags (MacLean-specific):**
+
+- `meditative-composure` - Pose emphasizes calm, centered positioning with serene dignity
+- `art-nouveau-grace` - Body positioning incorporates Art Nouveau flowing elegance and sophisticated positioning
+- `decorative-harmony` - Positioning flows harmoniously with decorative pattern elements without competition
+
+**Canvas Control Flags:**
+
+- `strict-reframe` - Essential for poster format adherence
+- `adaptive-extend` - Background extends using MacLean's Art Nouveau decorative systems
+
+**Material Physics Authority:**
+
+- Photo-offset lithography with limited color separations (maximum 3-4 colors)
+- Bold outline work (2-3mm thick) defining all major forms
+- Flat color areas with clear graphic separation
+- Art Nouveau decorative pattern integration with sophisticated restraint
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (concert poster standard) - ignore source image dimensions completely.
+
+**COMPLETE ARTISTIC RECONSTRUCTION:** Redraw subject entirely from scratch as hand-crafted artwork in **Bonnie MacLean's elegant psychedelic poster style (1967-1971)**.
+
+**CRITICAL: NO PHOTOGRAPHIC PRESERVATION.** Face and features must be completely redrawn with MacLean's characteristic bold outline work (2-3mm thick) and flat color treatment. Subject rendered with sophisticated graphic poster approach using MacLean's restrained 3-4 color palette.
+
+**Likeness Method**: Capture identity through **sophisticated graphic poster treatment** with MacLean's serene expression and Art Nouveau decorative integration.
+
+**Timeframe**: Peak Fillmore poster period under Bill Graham (1967-1971).
+
+**Degree of artistic transformation**: Subject completely reimagined as sophisticated poster artwork; emphasis on serene composure, decorative elegance, and Art Nouveau grace over realistic representation.
+
+**Emotional tone**: Sophisticatedly bold, serenely meditative, decoratively restrained, gracefully composed, psychedelically vibrant.
+
+**Integration mandate**: Figure must be defined by MacLean's characteristic bold outline work with Art Nouveau decorative patterns supporting rather than overwhelming the subject.
+
+**IP Safeguard Declaration:** Create original psychedelic portrait artwork avoiding copyrighted concert imagery while maintaining authentic MacLean sophisticated elegance and Art Nouveau decorative integration.
+
+**Face-Treatment Flag**: `flat-graphic-portrait` **Pose Flag**: `meditative-composure`
+ **Canvas Control Flag**: `strict-reframe`
+
+**Style Dominance**: The final result must be hand-crafted **PSYCHEDELIC POSTER ART FIRST** using Art Nouveau structure as framework only; psychedelic boldness, counterculture energy, and bold color contrasts take priority over Art Nouveau refinement or classical beauty.
+
+**Mode Selector**: Sophisticated poster format for Fillmore venues emphasizing elegant design and visual refinement.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION**: `2:3` (classical poster format / 1960s concert poster standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background using MacLean's Art Nouveau decorative patterns and elegant ornamental borders
+- **Spatial Allocation**: Subject placement with 85% figure dominance, 15% simple graphic decorative elements (basic circles, swirls, geometric shapes)
+- **Background Treatment**: Art Nouveau decorative patterns occupying maximum 20% of composition, elegant border elements, sophisticated ornamental frameworks
+- **Format Justification**: 2:3 ratio serves poster tradition while accommodating MacLean's sophisticated decorative integration and elegant visual hierarchy
+
+------
+
+### 3) Artistic Style & Context
+
+The artwork must be created in Bonnie MacLean's elegant psychedelic poster style, capturing the **Art Nouveau sophistication and restrained elegance** of late 1960s San Francisco Fillmore posters (1967-1971).
+
+**Intended medium**: Photo-offset lithography with limited color palette (3-4 colors maximum) and sophisticated design integration on quality poster stock.
+
+**Thematic purpose**: Concert posters for Fillmore venues emphasizing sophisticated design over aggressive optical effects; visual communication prioritizing elegant beauty and decorative refinement.
+
+**Influences**: Art Nouveau masters (Alphonse Mucha), Medieval illuminated manuscripts, Gothic architectural elements, sophisticated feminine design sensibility, elegant decorative arts traditions.
+
+**3-5 hallmark motifs with quantified specifications**:
+
+1. **Bold outline work**: All forms defined by 2-3mm thick black outlines creating clear graphic separation
+2. **Bold psychedelic color contrasts**: Maximum 3-4 colors using unexpected combinations (lime green + purple, orange + blue, bright yellow + teal) creating visual tension rather than harmony
+3. **Simple graphic decorative elements**: Bold repeated motifs (circles, basic swirls, simple geometric shapes) occupying maximum 15% of composition with clear visual separation rather than intricate ornamental detail
+4. **Serene facial expressions**: Contemplative detachment with distant, trance-like gaze and 30-40% vertical elongation of face and neck following Art Nouveau proportional traditions
+5. **Bold chunky flowing typography**: Thick letterforms with substantial weight (5-8mm stroke thickness) that curve and adapt to decorative framework; bold readable letters that flow with motifs while maintaining graphic weight and impact
+
+**Period framing**: Peak San Francisco psychedelic movement, Fillmore poster era, sophisticated feminine design influence.
+
+**Tone Tag**: Sophisticatedly elegant, serenely composed, decoratively refined, gracefully restrained, femininely sophisticated.
+
+**Production Era Authenticity**: 1960s photo-offset lithography with limited color separations, sophisticated printing quality, elegant poster production methods.
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+**Line Work**: Bold black outline work (2-3mm thick) defining all major forms; clear graphic separation between color areas; eliminate photographic line characteristics and soft edges throughout composition.
+
+**Anatomical Stylization**: Flat graphic shapes with 2-3mm black outlines; eliminate all photographic proportions and dimensional modeling; Art Nouveau vertical elongation (30-40% extension) for face and neck creating MacLean's characteristic proportional grace.
+
+**Detail Hierarchy**: Primary elements defined by 2-3mm black outlines; secondary elements as flat bold color areas within outlines; hair rendered as flowing organic waves with 10-15mm flowing curved lines; decorative patterns limited to simple graphic motifs (circles, basic swirls, geometric shapes) occupying maximum 15% of composition.
+
+**Coloring Method**: MacLean's bold psychedelic contrasts - **maximum 3-4 colors total** using unexpected color combinations (lime green with purple, orange with blue, bright yellow with teal); high contrast color relationships creating visual tension; flat color areas separated by black outline work; eliminate harmonious Art Nouveau pastels in favor of bold counterculture color pairings.
+
+**Surface Quality**: Sophisticated graphic aesthetic with flat color areas separated by 2-3mm black outline work; **3-4 colors maximum** creating MacLean's characteristic elegant restraint; eliminate all photographic surface treatments.
+
+**Figure-Ground Integration**: Subject rendered as bold outlined form (2-3mm black lines) with Art Nouveau decorative patterns supporting rather than competing with figure; clear 80% figure dominance hierarchy.
+
+**Pose Anchors**: Body positioning defined through contemplative composure with Art Nouveau elongated grace; eliminate photographic gesture treatment; positioning optimized for sophisticated poster composition emphasizing meditative presence.
+
+**Scale Hierarchy Anchor**: Proportional relationships serving sophisticated poster composition; decorative elements limited to 20% maximum supporting rather than overwhelming figure; clear figure dominance maintained.
+
+**Material Authenticity Anchor**: Authentic 1960s photo-offset lithography; limited color palette (3-4 colors) with sophisticated restraint; elegant poster production methods.
+
+**Period Consistency Anchor**: All elements historically coherent with MacLean's 1967-1971 Fillmore poster innovations; authentic sophisticated design techniques; documented Art Nouveau integration methods.
+
+**Production Method Anchor**: Photo-offset lithography with limited color separations; sophisticated design integration; elegant poster production techniques with period-appropriate restraint.
+
+**Canvas Adaptation Anchor**: Composition designed for 2:3 poster ratio with sophisticated organization optimized for elegant visual hierarchy and decorative refinement.
+
+------
+
+### 5) Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**Wardrobe tracks**: 1960s fashion sophisticatedly stylized through MacLean's Art Nouveau-influenced approach rather than realistic clothing representation.
+
+**Fabric behavior**: Materials rendered as flat color areas within black outline work; clothing becomes part of sophisticated graphic composition with Art Nouveau flowing elements.
+
+**Accessory caps**: Sophisticated accessories (Minimalist 0-2) integrated into elegant composition without overwhelming figure dominance.
+
+**Color palette restrictions**: MacLean's sophisticated 3-4 color maximum creating elegant restraint; sophisticated color relationships avoiding harsh optical effects or aggressive contrast.
+
+**Wardrobe variation required**: Primary garment colors cycle through MacLean's restrained palette - embrace sophisticated harmony and elegant color relationships over bold contrast.
+
+**Props**: Art Nouveau decorative elements integrated into sophisticated composition maximum 2 total:
+
+```yaml
+MacLean_Props:
+  Decorative:
+    - flowing_ornaments: Art Nouveau-inspired elegant decorative elements
+    - border_patterns: sophisticated ornamental border motifs
+  Restraint:
+    - maximum_coverage: 20% of composition area maximum
+    - supporting_hierarchy: enhancing rather than competing with figure
+```
+
+**Coherence filter**: All fashion elements support sophisticated elegant aesthetic and Art Nouveau decorative integration; realistic material representation transformed into flat graphic poster elements.
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2)**:
+
+- ⌐ No photographic realism, preservation, filtering, or realistic facial modeling—must be completely reconstructed as sophisticated graphic poster art
+- ⌐ No complex color palettes exceeding 4 colors total—maintain MacLean's sophisticated restraint and elegant color harmony
+- ⌐ No overwhelming decorative patterns exceeding 20% of composition—maintain clear 80% figure dominance hierarchy
+- ⌐ No aggressive optical effects or harsh contrasts—use sophisticated elegance and restrained visual approach
+- ⌐ No conventional pleasant expressions or standard portrait smiles—must convey MacLean's characteristic contemplative detachment and distant gaze
+- ⌐ No chaotic or competing visual elements—maintain Art Nouveau decorative harmony and sophisticated composition
+
+**Canvas Positives (≥2)**:
+
+- ✓ **PSYCHEDELIC POSTER ART DOMINANCE**: Counterculture boldness and psychedelic energy take priority over Art Nouveau refinement in all visual decisions
+- ✓ Bold psychedelic color contrasts using unexpected combinations (lime green + purple, orange + blue, bright yellow + teal) creating visual tension and counterculture energy
+- ✓ Flowing organic hair treatment with 10-15mm curved flowing lines creating psychedelic wave patterns rather than neat traditional styling
+- ✓ Simplified bold graphic decorative patterns with psychedelic energy rather than ornate traditional Art Nouveau refinement
+- ✓ Clear figure dominance (80%) with Art Nouveau decorative patterns supporting rather than overwhelming composition
+- ✓ Contemplative detachment expression with distant, trance-like gaze conveying MacLean's characteristic meditative presence rather than conventional pleasantness
+
+**Vocabulary warnings**: Avoid "thin," "delicate," "ornate," "prissy," "refined elegance" - these contradict MacLean's bold psychedelic aesthetic. Embrace "bold," "chunky," "substantial," "psychedelic," "graphic," "restrained" which define her approach.
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**: Portrait 2:3 format with sophisticated emphasis, figure dominance ≥80%, elegant staging optimized for sophisticated recognition and refined visual appeal.
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+**Perspective regime**: Sophisticated poster perspective with elegant depth through MacLean's Art Nouveau ornamental layering; calm positioning within refined decorative context.
+
+**Grid/symmetry**: Sophisticated balance with Art Nouveau integration; elegant ornamental organization supporting graceful central positioning with decorative harmony.
+
+**Figure:ground %**: 85% figure dominance / 15% simple graphic decorative elements with **clear visual hierarchy** through MacLean's restraint and bold graphic design principles.
+
+**Density %**: Restrained information density allowing for contemplative sophisticated viewing; decorative elements limited to maximum 20% of composition supporting elegant clarity and visual refinement.
+
+**Lighting logic**: No naturalistic lighting; sophisticated illumination through elegant color harmony and restrained Art Nouveau decorative relationships; refined atmospheric treatment.
+
+**Detail:negative space ratio**: Sophisticated coverage with strategic negative space for visual breathing; restrained Art Nouveau patterns optimized for 2:3 ratio with elegant framing considerations.
+
+**REQUIRED ANCHORS**:
+
+**Surface Context Anchor**: Concert poster for Fillmore and sophisticated venue walls; quality poster stock with refined printing characteristics; viewing distance allowing elegant recognition and decorative appreciation.
+
+**Frame/Band Anchor**: Art Nouveau ornamental border elements integrated into composition when authentic to MacLean's style; elegant decorative framing supporting sophisticated hierarchy without overwhelming figure.
+
+**Production Context Anchor**: 1960s Fillmore poster production methods; sophisticated limited color separation techniques; elegant printing quality with period-appropriate restraint.
+
+**Ratio Enforcement Anchor**: Composition designed specifically for 2:3 poster proportion with sophisticated organization; elegant figure placement and refined ornamental integration optimized for poster format.
+
+------
+
+### 8) Typography & Text Integration
+
+**Binary Decision**: Allow typography integration (concert poster format requires sophisticated text integration)
+
+**Ratio-Appropriate Zones**: Typography integrated into MacLean's sophisticated Art Nouveau composition; elegant text treatment becoming part of refined decorative design rather than separate information blocks.
+
+**Copy limits**: ≤6 words per typographic element; ≤3 total text elements positioned for sophisticated poster hierarchy with venue prominence, artist secondary, date tertiary.
+
+**Period-Appropriate Typography**: Bold thick letterforms with substantial weight (5-8mm thick strokes) that flow and adapt to decorative framework shapes; chunky readable typography that curves with border motifs while maintaining bold graphic impact; eliminate thin or delicate letter strokes.
+
+**Font recommendation**: Bold flowing letterforms that adapt to decorative shapes:
+
+- **Cooper Black** (bold flowing letterforms that curve well, 85% match)
+- **Fredoka One** (bold rounded letters that flow naturally, 80% match)
+- **Righteous** (bold letters with flowing capability, 75% match)
+- Better historical accuracy: Hand-lettered bold typography that curves and adapts to decorative framework shapes, flowing with border motifs while maintaining readability
+
+**Format-Specific Text Rules**: Fillmore poster mode with sophisticated text hierarchy; elegant text integration into Art Nouveau decorative framework; sophisticated typographic treatment supporting visual refinement.
+
+**Historical accuracy**: Typography must match 1967-1971 Fillmore poster conventions with MacLean's Art Nouveau sophisticated influence and elegant integration rather than aggressive illegibility effects.
+
+**Production Method Integration**: Typography rendered with same sophisticated photo-offset lithography characteristics; elegant letter treatment with Art Nouveau ornamental integration creating refined visual harmony.
+
+------
+
+## Technical Material Specifications
+
+**Primary Tools & Materials:**
+
+- Photo-offset lithography with limited color separations (maximum 3-4 colors)
+- Bold outline production tools for consistent 2-3mm weight throughout composition
+- Art Nouveau decorative pattern references and Medieval illuminated manuscript sources
+- Sophisticated color mixing for elegant restrained palette harmony
+
+**Color Theory Application:**
+
+- MacLean's bold psychedelic contrasts: maximum 3-4 colors using unexpected combinations creating visual tension
+- Specific contrasting pairs: lime green + purple, orange + blue, bright yellow + teal, magenta + forest green
+- High contrast color relationships prioritizing counterculture boldness over traditional harmony
+- Flat color areas with no photographic shading maintaining bold graphic poster impact
+- Color tension supporting MacLean's fusion of Art Nouveau structure with psychedelic energy
+
+**Production Authenticity:**
+
+- Limited color separation techniques for sophisticated restraint and elegant printing quality
+- Sophisticated poster production methods with period-appropriate printing characteristics and refined visual presentation
+- Bold outline work maintaining elegant clarity and sophisticated graphic separation
+- Hand-crafted sophisticated poster techniques authentic to 1967-1971 Fillmore period with documented production methods
+
+**Art Nouveau Integration Process:**
+
+- Reference to Alphonse Mucha and sophisticated Art Nouveau decorative masters with elegant proportional systems
+- Medieval illuminated manuscript design element incorporation with sophisticated ornamental border patterns
+- Elegant proportional elongation (30-40% vertical extension) following Art Nouveau sophisticated traditions and graceful figure treatment
+- Refined decorative pattern integration with sophisticated flowing elements supporting rather than overwhelming figure dominance
+
+------
+
+## Style Philosophy Integration
+
+**Sophisticated Elegant Transformation System:**
+
+1. **From Photographic to Sophisticated**: Transform subject into elegantly stylized Art Nouveau-inspired representation with refined beauty and sophisticated grace
+2. **From Aggressive to Refined**: Emphasize sophisticated elegance and restrained visual appeal over harsh optical effects or aggressive psychedelic elements
+3. **From Chaotic to Harmonious**: Maintain Art Nouveau elegant flow and sophisticated decorative integration with visual refinement and compositional restraint
+4. **From Complex to Elegant**: Simplify color palette (3-4 maximum) and decorative elements (20% maximum) to achieve MacLean's characteristic sophisticated restraint
+
+**MacLean Innovation Principles:**
+
+- Serene meditative facial expressions creating contemplative sophisticated presence and elegant composure
+- Art Nouveau decorative integration with sophisticated restraint (maximum 20% of composition) supporting figure dominance
+- Elegant proportional relationships and sophisticated grace following Art Nouveau decorative traditions
+- Limited sophisticated color palette (3-4 maximum) creating elegant visual harmony and refined poster aesthetic
+- Sophisticated feminine design sensibility emphasizing elegant grace and refined beauty over aggressive psychedelic effects
+- Medieval and Gothic decorative influence with sophisticated ornamental integration and elegant pattern treatment
+
+This framework ensures authentic reproduction of Bonnie MacLean's sophisticated psychedelic poster aesthetic while maintaining technical accuracy to her 1960s production methods and philosophical approach to Art Nouveau-inspired elegant design, sophisticated restraint, and refined decorative beauty.
+
+---
+
+# Wes Wilson
+
+## Renderer-Agnostic Adapter - Wes Wilson Specific
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** Wilson-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate deliberately illegible and challenging aesthetics when historically accurate
+
+**Face-Treatment Flags (Wilson-specific):**
+
+- `organic-flow-integration` - Face rendered as flowing organic form integrated with Wilson's pattern systems
+- `eliminate-realistic-modeling` - Remove all photographic shading, dimensional modeling, and realistic skin rendering
+- `flat-color-area-treatment` - Facial features defined by flat color areas within flowing contours
+- `graphic-feature-stylization` - All facial features stylized through Wilson's flowing graphic approach
+- `zero-photographic-characteristics` - Complete elimination of realistic textures and dimensional modeling
+
+**Pose Flags (Wilson-specific):**
+
+- `organic-flowing-positioning` - Pose emphasizes Wilson's characteristic flowing, organic movement
+- `art-nouveau-sensuality` - Body positioning incorporates Art Nouveau sensual figure traditions
+- `pattern-integration-seamless` - Pose flows seamlessly into Wilson's signature flowing pattern systems
+- `flowing-compositional-unity` - Positioning creates unified flow between figure and organic elements
+
+**Canvas Control Flags:**
+
+- `strict-reframe` - Essential for poster format adherence
+- `adaptive-extend` - Background extends using Wilson's flowing organic patterns
+
+**Material Physics Authority:**
+
+- Photo-offset lithography with split fountain technique
+- Flowing organic line work with consistent weight variations
+- Art Nouveau-inspired figure integration
+- Acetate overlay color separation systems
+
+---
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (concert poster standard) - ignore source image dimensions completely.
+
+**COMPLETE ARTISTIC RECONSTRUCTION:** Redraw subject entirely from scratch as hand-crafted artwork in **Wes Wilson's flowing psychedelic poster style (1966-1968)**.
+
+**CRITICAL: NO PHOTOGRAPHIC PRESERVATION OR FILTERING.** Face and features must be completely redrawn with Wilson's characteristic flowing organic contours defining all shapes. Subject rendered with flowing graphic treatment using organic line work and Wilson's authentic 3-4 color palette plus black.
+
+**Likeness Method**: Capture identity through **flowing organic poster treatment** - subject recognition through Wilson's organic integration and flowing movement rather than realistic representation.
+
+**Timeframe**: Foundational San Francisco psychedelic poster period, Wilson's peak innovation years (1966-1968).
+
+**Degree of artistic transformation**: Subject completely reimagined as fluidly stylized artwork; emphasis on organic integration and flowing movement over realistic representation.
+
+**Emotional tone**: Organically flowing, psychedelically integrated, naturally trippy, fluidly harmonious, sensually expressive.
+
+**Integration mandate**: Figure must flow seamlessly with Wilson's characteristic organic patterns and undulating elements creating unified composition.
+
+**IP Safeguard Declaration:** Create original psychedelic portrait artwork avoiding copyrighted concert imagery while maintaining authentic Wilson flowing organic integration and Art Nouveau-inspired sensuous aesthetics.
+
+**Face-Treatment Flag**: `organic-flow-integration`
+**Pose Flag**: `organic-flowing-positioning`  
+**Canvas Control Flag**: `strict-reframe`
+
+**Style Dominance**: The final result must be hand-crafted flowing psychedelic artwork emphasizing Wilson's organic integration and seamless pattern unity over any photographic qualities.
+
+**Mode Selector**: Flowing poster format for psychedelic ballrooms emphasizing organic integration and sensuous Art Nouveau-inspired aesthetics.
+
+---
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION**: `2:3` (classical poster format / 1960s concert poster standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background using Wilson's flowing organic patterns and undulating elements
+- **Spatial Allocation**: Subject placement flowing organically throughout composition with 65% figure integration, 35% pattern flow
+- **Background Treatment**: Seamless flowing organic patterns, undulating elements, continuous pattern integration creating unified flowing composition
+- **Format Justification**: 2:3 ratio serves psychedelic poster tradition while accommodating Wilson's flowing pattern integration and organic compositional unity
+
+---
+
+### 3) Artistic Style & Context
+
+The artwork must be created in Wes Wilson's flowing psychedelic poster style, capturing the **organic flow and psychedelic integration** that defined the San Francisco poster movement (1966-1968).
+
+**Intended medium**: Photo-offset lithography with flowing color separations, split fountain technique, and organic design integration on sturdy poster stock.
+
+**Thematic purpose**: Concert posters establishing the visual language of psychedelic rock culture; visual communication prioritizing flowing organic experience and seamless pattern integration.
+
+**Influences**: Art Nouveau flowing forms (Alphonse Mucha, Gustav Klimt), Vienna Secession (Alfred Roller typography), Aubrey Beardsley flowing curves, organic natural patterns, consciousness-expanding visual experimentation.
+
+**3-5 hallmark motifs with quantified specifications**:
+
+1. **Flowing, organic contours**: Seamless integration of figure and pattern through continuous flowing lines with consistent weight variations
+2. **Split fountain backgrounds**: Flat color fields across Wilson's authentic 3-color palette creating flowing harmony  
+3. **Melting, illegible typography**: Flowing letterforms warped into organic shapes requiring sustained decoding time
+4. **Art Nouveau figures**: Sensuous figures with flowing hair and organic positioning following Wilson's aesthetic
+5. **Undulating patterns**: Continuous organic pattern flow creating seamless figure-ground relationships
+
+**Period framing**: Foundational San Francisco psychedelic movement, Wilson's pioneering poster period, establishment of psychedelic visual language.
+
+**Tone Tag**: Organically flowing, psychedelically integrated, naturally trippy, fluidly harmonious, sensually expressive, Art Nouveau influenced.
+
+**Production Era Authenticity**: 1960s photo-offset lithography with split fountain techniques, acetate overlay color separations, flowing organic line work, authentic poster production methods.
+
+---
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+**Line Work**: Bold black outline work (2-3mm thick) defining all major forms; clear contour lines separating color areas; eliminate photographic line characteristics and soft edges throughout composition.
+
+**Anatomical Stylization**: Flat graphic shapes with 2-3mm black outlines; eliminate all photographic proportions and dimensional modeling; replace realistic features with simplified graphic elements; bold outline work as primary structural element.
+
+**Detail Hierarchy**: Primary elements defined by 2-3mm black outlines; secondary elements as flat color areas within outlines; tertiary elements as pattern shapes; eliminate realistic detail rendering in favor of graphic simplification.
+
+**Coloring Method**: Wilson's authentic palette - **maximum 3 colors total** (one light, one dark/black, one accent); flat color areas separated by black outline work; eliminate color blending and photographic shading; each color occupies distinct areas defined by 2-3mm black boundaries.
+
+**Surface Quality**: Bold graphic aesthetic with flat color areas separated by 2-3mm black outline work; **3 colors total maximum** creating Wilson's characteristic restrained approach; distinct color zones with black boundaries; eliminate all photographic surface treatments.
+
+**Figure-Ground Integration**: Subject rendered as bold outlined forms (2-3mm black lines) positioned within undulating background patterns; clear separation between outlined figure and pattern areas; background patterns do not blend into figure areas.
+
+**Pose Anchors**: Body positioning defined through bold graphic outline work (2-3mm black lines); eliminate photographic gesture treatment; position optimized for clear graphic poster composition with black outline definition.
+
+**Scale Hierarchy Anchor**: Proportional relationships serving flowing organic composition; seamless integration organization rather than realistic detail hierarchy; organic flow emphasized.
+
+**Material Authenticity Anchor**: Authentic 1960s photo-offset lithography techniques; split fountain color gradation methods; flowing organic line work with period-appropriate characteristics.
+
+**Period Consistency Anchor**: All elements historically coherent with Wilson's 1966-1968 poster innovations; authentic organic integration methods; documented flowing pattern techniques.
+
+**Production Method Anchor**: Photo-offset lithography with split fountain technique; acetate overlay color separations; flowing organic line work production methods.
+
+**Canvas Adaptation Anchor**: Composition designed for 2:3 poster ratio with flowing organic organization optimized for seamless integration and poster format.
+
+---
+
+### 5) Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**Wardrobe tracks**: 1960s counterculture fashion flowing into organic patterns and natural forms rather than realistic clothing representation.
+
+**Fabric behavior**: Materials dissolved into Wilson's flowing organic patterns and undulating forms; clothing transformed into seamless pattern elements through continuous line flow.
+
+**Accessory caps**: Peace symbols, natural elements, counterculture accessories (Minimalist 0-2) integrated into flowing organic composition.
+
+**Color palette restrictions**: Wilson's authentic 3-color maximum creating flowing harmony; organic color relationships supporting seamless integration; flat color field techniques.
+
+**Wardrobe variation required**: Primary garment colors cycle through Wilson's flowing 3-color combinations with organic flat color fields - embrace split fountain harmony over aggressive contrast.
+
+**Props**: Natural elements integrated into flowing organic composition maximum 2 total:
+
+```yaml
+Wilson_Props:
+  Natural:
+    - guitars: flowing wooden forms
+    - flowers: organic flowing petals
+    - peace_symbols: integrated organic shapes
+  Counterculture:
+    - beads: flowing organic arrangements
+    - scarves: undulating fabric flows
+```
+
+**Coherence filter**: All fashion elements support flowing organic aesthetic and seamless pattern integration; realistic material representation transformed into continuous flowing elements.
+
+---
+
+### 6) Constraints
+
+**Canvas Negatives (≥2)**:
+
+- ⌐ No photographic realism, preservation, filtering, or realistic facial modeling—must be completely reconstructed as flowing organic artwork
+- ⌐ No realistic proportions or photographic accuracy—entirely redefine through Wilson's flowing organic approach
+- ⌐ No mechanical, geometric, or static elements—use flowing organic treatment throughout
+- ⌐ No harsh contrasts or electric aggressive combinations—must use Wilson's flowing organic color harmony
+- ⌐ No separated or disconnected compositions—must flow seamlessly with organic integration
+- ⌐ No preservation of original photographic characteristics—complete organic reconstruction mandatory
+
+**Canvas Positives (≥2)**:
+
+- ✓ Complete flowing organic reconstruction with seamless pattern integration throughout composition
+- ✓ Wilson's authentic 3-color maximum (one light, one dark/black, one accent) with flat solid color areas creating restrained graphic impact
+- ✓ Flowing organic contours as primary structural element creating seamless figure-pattern integration
+- ✓ Art Nouveau-inspired sensuous treatment eliminating realistic modeling in favor of organic flow
+- ✓ Seamless compositional unity through Wilson's characteristic undulating pattern integration
+- ✓ Mandatory organic transformation evidence: figure shows flowing integration rather than photographic preservation
+
+**Vocabulary warnings**: Avoid "mechanical," "geometric," "static," "separated," "harsh" - these contradict Wilson's flowing organic aesthetic. Embrace "flowing," "organic," "seamless," "continuous," "integrated."
+
+---
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**: 
+Portrait 2:3 format with flowing emphasis, organic integration ≥65%, seamless staging with concert poster conventions optimized for continuous flow and organic unity.
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+**Perspective regime**: Flowing poster perspective with organic depth through Wilson's seamless pattern layering and continuous line integration; organic positioning within flowing environmental context.
+
+**Grid/symmetry**: Organic flowing balance with seamless integration; continuous pattern organization supporting flowing central positioning through Wilson's characteristic undulating movement.
+
+**Figure:ground %**: 65% outlined figure forms / 35% undulating background patterns with **clear separation between outlined areas and pattern areas** through Wilson's 2-3mm black boundaries.
+
+**Density %**: Flowing information density allowing for immersive organic viewing; continuous complexity supporting seamless integration through sustained engagement.
+
+**Lighting logic**: No naturalistic lighting; organic illumination effects through Wilson's split fountain color harmony and flowing pattern relationship; continuous organic atmospheric treatment.
+
+**Detail:negative space ratio**: Flowing coverage with organic negative space integration; continuous pattern flow optimized for 2:3 ratio with seamless composition considerations.
+
+**REQUIRED ANCHORS**:
+
+**Surface Context Anchor**: Concert poster for psychedelic ballroom walls; sturdy poster stock with Wilson's flowing photo-offset lithography characteristics; viewing distance 4-12 feet allowing for organic recognition and flowing pattern appreciation.
+
+**Frame/Band Anchor**: No external frames; flowing compositions bleeding to poster edges with Wilson's seamless organic integration throughout.
+
+**Production Context Anchor**: 1960s San Francisco flowing poster production methods; split fountain technique; acetate overlay systems; Wilson's organic line work integration.
+
+**Ratio Enforcement Anchor**: Composition designed specifically for 2:3 poster proportion with flowing organic organization; seamless figure placement and continuous pattern integration optimized for poster format.
+
+---
+
+### 8) Typography & Text Integration
+
+**Binary Decision**: Allow typography integration (concert poster format requires flowing text integration)
+
+**Ratio-Appropriate Zones**: Typography integrated into Wilson's flowing organic composition; melting text treatment becoming part of overall seamless design through continuous pattern flow.
+
+**Copy limits**: ≤6 words per typographic element; ≤3 total text elements positioned for flowing poster hierarchy with band name prominence, venue secondary, date tertiary.
+
+**Period-Appropriate Typography**: Wilson's signature melting, flowing letterforms adapted from Alfred Roller; illegible aesthetic prioritizing visual flow over information transmission; organic text treatment requiring sustained decoding effort.
+
+**Font recommendation**: Flowing letterforms for Wilson's organic integration style:
+
+- **Fredoka One** (organic flowing letterforms, 75% match)
+- **Righteous** (1960s poster aesthetic with flow, 70% match) 
+- **Bungee** (psychedelic poster letterforms, 80% match)
+- Better historical accuracy: Hand-lettered melting typography following Wilson's Alfred Roller adaptation with organic warping
+
+**Format-Specific Text Rules**: Psychedelic poster mode with flowing text hierarchy; text becomes part of organic compositional flow through Wilson's seamless integration principles.
+
+**Historical accuracy**: Typography must match 1966-1968 San Francisco psychedelic poster conventions with Wilson's melting letterform innovation and flowing organic integration.
+
+**Production Method Integration**: Typography rendered with same photo-offset lithography characteristics including split fountain flat color effects; flowing letter treatment with organic pattern integration creating seamless visual unity.
+
+---
+
+## Technical Material Specifications
+
+**Primary Tools & Materials:**
+
+- Photo-offset lithography with split fountain technique
+- Acetate overlay color separation systems for flowing organic integration
+- Flowing organic line work tools for consistent weight variations
+- Art Nouveau reference materials and Alfred Roller typography sources
+- Split fountain press setup for color gradation effects
+
+**Color Theory Application:**
+
+- **Wilson's 3-color allocation strategy:**
+  - **Color 1 (Light/Cream)**: Figure skin areas, background fields, negative space areas
+  - **Color 2 (Dark/Black)**: All outline work (2-3mm thick), hair masses, typography, deep pattern areas  
+  - **Color 3 (Accent)**: Clothing areas, select pattern elements, typography fills
+- Flat color areas with no photographic shading or dimensional modeling
+- Each color zone defined by black outline boundaries (2-3mm thick)
+- Eliminate color blending, gradations, and photographic transitions
+- Wilson's characteristic restrained graphic approach with distinct color separation
+
+**Production Authenticity:**
+
+- Acetate overlay color separation techniques for flowing organic integration
+- Split fountain press setup creating Wilson's flat color fields
+- Flowing organic line work with consistent weight maintaining seamless integration
+- Hand-crafted flowing poster production methods authentic to 1966-1968 period
+
+**Art Nouveau Integration Process:**
+
+- Alfred Roller typography adaptation with melting, flowing treatment
+- Alphonse Mucha and Gustav Klimt flowing organic references
+- Aubrey Beardsley undulating curve integration with Wilson's flowing aesthetic
+- Organic undulating positioning following traditional forms with seamless integration
+
+---
+
+# Peter Max
+
+## Renderer-Agnostic Adapter - Peter Max Specific
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** Max-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate deliberately optimistic and cosmic aesthetics when historically accurate
+
+**Face-Treatment Flags (Max-specific):**
+
+- `cosmic-flat-graphic` - Face rendered as flat graphic shapes with bold comic-book outline work (2-3mm thick)
+- `eliminate-dimensional-modeling` - Remove all photographic shading and realistic facial modeling completely
+- `pop-art-simplification` - Facial features simplified through Max's pop art comic-book graphic approach
+- `cosmic-optimistic-expression` - All facial features express Max's characteristic cosmic optimism and peace
+- `comic-outline-definition` - Complete facial definition through bold black outline work with flat color fills
+
+**Pose Flags (Max-specific):**
+
+- `cosmic-celebration-positioning` - Pose emphasizes Max's cosmic optimism and universal peace themes
+- `pop-culture-accessibility` - Body positioning incorporates Max's accessible, commercial pop art sensibility
+- `cosmic-symbol-integration` - Pose flows with Max's signature cosmic symbols (stars, peace signs, rainbows)
+- `universal-love-expression` - Positioning creates Max's characteristic message of peace and universal harmony
+
+**Canvas Control Flags:**
+
+- `strict-reframe` - Essential for poster/commercial format adherence
+- `adaptive-extend` - Background extends using Max's cosmic landscapes and rainbow environments
+
+**Material Physics Authority:**
+
+- Acrylic paint and silkscreen with brilliant rainbow colors
+- Comic-book style bold outline work (2-3mm thick) defining all forms
+- Pop art commercial poster production methods
+- Day-glo and fluorescent ink applications for maximum color intensity
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (poster standard) - ignore source image dimensions completely.
+
+**COMPLETE ARTISTIC RECONSTRUCTION:** Redraw subject entirely from scratch as hand-crafted artwork in **Peter Max's cosmic psychedelic style (1960s-1970s)**.
+
+**CRITICAL: NO PHOTOGRAPHIC PRESERVATION OR FILTERING.** Face and features must be completely redrawn with Max's characteristic bold black comic-book outline work (2-3mm thick) defining all shapes. Subject rendered with flat graphic poster treatment using Max's rainbow color palette and cosmic symbolism.
+
+**Likeness Method**: Capture identity through **cosmic graphic poster treatment** - subject recognition through Max's bold outline work and optimistic expression rather than realistic representation.
+
+**Timeframe**: Peak cosmic art and commercial success period (1967-1975).
+
+**Degree of artistic transformation**: Subject completely reimagined as cosmic celebration artwork; emphasis on universal symbols and rainbow optimism over realistic representation.
+
+**Emotional tone**: Cosmically optimistic, rainbow-celebratory, universally loving, peacefully psychedelic, pop-accessible.
+
+**Integration mandate**: Figure must be defined by Max's characteristic bold comic-book outline work (2-3mm thick) with cosmic symbols and rainbow elements integrated throughout composition.
+
+**IP Safeguard Declaration:** Create original cosmic portrait artwork avoiding copyrighted imagery while maintaining authentic Max rainbow celebration and universal peace aesthetics.
+
+**Face-Treatment Flag**: `cosmic-flat-graphic` **Pose Flag**: `cosmic-celebration-positioning`
+ **Canvas Control Flag**: `strict-reframe`
+
+**Style Dominance**: The final result must be hand-crafted cosmic celebration artwork emphasizing Max's rainbow optimism and universal peace symbols over any photographic qualities.
+
+**Mode Selector**: Cosmic poster format for commercial accessibility emphasizing rainbow celebration and universal peace messaging.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION**: `2:3` (poster format / commercial art standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background using Max's cosmic landscapes, rainbow skies, and universal peace environments
+- **Spatial Allocation**: Subject placement with 75% cosmic figure dominance, 25% simplified cosmic background with strategic cosmic symbol placement (3-5 key symbols maximum)
+- **Background Treatment**: Single flat color fields (minimum 40% of background area per color zone) with no diagonal stripes, radiating rays, or complex pattern systems; maximum 2 background color zones; cosmic symbols positioned in flat color areas rather than pattern overlays
+- **Format Justification**: 2:3 ratio serves commercial poster tradition while accommodating Max's cosmic celebration and rainbow optimization typical of his accessible designs
+
+------
+
+### 3) Artistic Style & Context
+
+The artwork must be created in Peter Max's cosmic psychedelic style, capturing the **cosmic optimism and rainbow celebration** of 1960s peace and love culture (1960s-1970s).
+
+**Intended medium**: Acrylic paint and silkscreen with brilliant rainbow colors and cosmic imagery on commercial poster stock.
+
+**Thematic purpose**: Commercial psychedelic art celebrating peace, love, and cosmic consciousness for mass market appeal; visual communication promoting universal harmony and optimistic messaging.
+
+**Influences**: Eastern spirituality (Swami Satchidananda), cosmic consciousness, comic book graphics (heavy outlines), Art Nouveau flowing letterforms, rainbow color theory, optimistic counterculture messaging.
+
+**3-5 hallmark motifs with quantified specifications**:
+
+1. **Bold comic-book outline work**: All forms defined by 2-3mm thick black outlines creating clear graphic separation
+2. **Rainbow spectrum color fields**: Brilliant rainbow palettes with flat color areas celebrating cosmic optimism
+3. **Cosmic symbols and peace messaging**: Stars, peace signs, doves, cosmic figures, universal love symbols integrated throughout
+4. **Flat graphic poster aesthetic**: Commercial accessibility through bold outline work and flat color fills
+5. **Strategic cosmic symbol placement**: Limited cosmic symbols (3-5 maximum) positioned for visual balance rather than density - peace signs, stars, rainbow arcs placed strategically without overwhelming composition
+
+**Period framing**: Peak cosmic art period, Max's commercial success years, establishment of cosmic optimism visual language.
+
+**Tone Tag**: Cosmically optimistic, rainbow-celebratory, universally loving, peacefully psychedelic, pop-accessible, commercially friendly.
+
+**Production Era Authenticity**: 1960s-1970s acrylic paint and silkscreen production with brilliant rainbow colors, comic-book outline techniques, commercial poster methods.
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+**Line Work**: Bold black comic-book outline work (2-3mm thick) defining all major forms; clear graphic separation between color areas; eliminate photographic line characteristics and soft edges throughout composition.
+
+**Anatomical Stylization**: Flat graphic shapes with 2-3mm black outlines; eliminate all photographic proportions and dimensional modeling; replace realistic features with simplified cosmic graphic elements; comic-book poster approach throughout.
+
+**Detail Hierarchy**: Primary elements defined by 2-3mm black outlines; secondary elements as flat rainbow color areas within outlines; tertiary elements as cosmic symbols (stars, peace signs); eliminate realistic detail rendering in favor of cosmic graphic simplification.
+
+**Coloring Method**: Strategic rainbow color allocation with saturation variation - **60% of color areas at maximum saturation, 40% of color areas at 70% saturation**; flat color areas separated by black outline work; eliminate color blending and photographic shading; each color occupies distinct areas defined by 2-3mm black boundaries with no pattern overlays.
+
+**Surface Quality**: Bold cosmic graphic aesthetic with flat rainbow color areas separated by 2-3mm black outline work; **brilliant rainbow spectrum** creating Max's characteristic optimistic celebration; distinct color zones with black boundaries; eliminate all photographic surface treatments.
+
+**Figure-Ground Integration**: Subject rendered as bold outlined cosmic form (2-3mm black lines) positioned within rainbow cosmic environments; clear separation between outlined figure and cosmic background elements; cosmic symbols integrated without blending into figure areas.
+
+**Pose Anchors**: Body positioning defined through bold cosmic graphic outline work (2-3mm black lines); eliminate photographic gesture treatment; position optimized for cosmic celebration composition with peace and love messaging.
+
+**Scale Hierarchy Anchor**: Proportional relationships serving cosmic graphic poster composition; flat rainbow color area organization rather than realistic detail hierarchy; eliminate all photographic proportional relationships.
+
+**Material Authenticity Anchor**: Authentic 1960s-1970s acrylic paint and silkscreen techniques; comic-book outline work with period-appropriate characteristics; brilliant rainbow color applications.
+
+**Period Consistency Anchor**: All elements historically coherent with Max's 1967-1975 cosmic celebration innovations; authentic rainbow spectrum methods; documented cosmic optimism techniques.
+
+**Production Method Anchor**: Acrylic paint and silkscreen with brilliant rainbow colors; comic-book outline production methods; commercial poster techniques with cosmic symbol integration.
+
+**Canvas Adaptation Anchor**: Composition designed for 2:3 poster ratio with cosmic celebration organization optimized for rainbow color impact and commercial poster format.
+
+------
+
+### 5) Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**Wardrobe tracks**: 1960s-1970s peace movement fashion integrated into cosmic celebration themes rather than realistic clothing representation.
+
+**Fabric behavior**: Materials transformed into Max's flat rainbow color areas and cosmic patterns; clothing becomes part of overall cosmic graphic composition through outline work and color fields.
+
+**Accessory caps**: Peace symbols, cosmic jewelry, rainbow elements (Minimalist 0-2) integrated into cosmic celebration composition.
+
+**Color palette restrictions**: Max's brilliant rainbow spectrum creating cosmic celebration; flat color relationships supporting graphic poster impact; commercial accessibility through bold color clarity.
+
+**Wardrobe variation required**: Primary garment colors cycle through Max's rainbow spectrum with cosmic celebration - embrace brilliant color harmony for universal peace messaging.
+
+**Props**: Cosmic symbols integrated directly into figure design maximum 2 total:
+
+```yaml
+Symbol_Integration:
+  Primary_Symbol:
+    - peace_sign: positioned on shirt center, 15-20% of torso width
+    - integration_method: part of clothing design, not floating overlay
+  Secondary_Symbol:
+    - stars: maximum 3 stars as collar pattern elements only
+    - size_specification: 2-3% of composition area each
+    - placement: integrated into collar, cuffs, or hem as clothing decoration
+```
+
+**Coherence filter**: All fashion elements support cosmic celebration aesthetic and rainbow color integration; realistic material representation transformed into flat graphic poster elements.
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2)**:
+
+- ⌐ No photographic realism, preservation, filtering, or realistic facial modeling—must be completely reconstructed as cosmic graphic poster art
+- ⌐ No realistic proportions or photographic accuracy—entirely redefine through Max's cosmic graphic poster approach with bold black outline work
+- ⌐ No dimensional modeling or photographic rendering—use flat cosmic graphic treatment with comic-book boldness throughout
+- ⌐ No muted or subdued colors—must use Max's brilliant rainbow spectrum for cosmic celebration impact
+- ⌐ No diagonal stripe patterns, radiating ray systems, or complex background pattern overlays—use single flat color fields only
+- ⌐ No maximum color saturation in all areas—vary saturation levels with 60% areas at full intensity, 40% areas at medium intensity
+- ⌐ No floating cosmic symbols positioned separately from figure—integrate all symbols into clothing patterns, collars, cuffs, or hem decoration only
+
+**Canvas Positives (≥2)**:
+
+- ✓ Complete cosmic graphic reconstruction with clear visual evidence: all features redefined through Max's bold comic-book outline work (2-3mm thick)
+- ✓ Brilliant rainbow spectrum palette with flat color areas creating Max's characteristic cosmic celebration and optimistic impact
+- ✓ Bold black comic-book outlines as primary structural element defining face, figure, cosmic symbols, and all elements throughout
+- ✓ Flat cosmic graphic treatment eliminating all photographic modeling in favor of commercial poster art reconstruction
+- ✓ Single flat color fields occupying minimum 40% of background area per color zone with no pattern overlays or stripe systems
+- ✓ Color saturation variation: 60% of color areas at maximum intensity, 40% of color areas at 70% saturation for visual balance
+- ✓ Cosmic symbols integrated into clothing design (peace sign on shirt center, stars as clothing pattern elements) rather than floating separately
+
+**Vocabulary warnings**: Avoid "dark," "negative," "aggressive," "harsh" - these contradict Max's cosmic optimism. Embrace "cosmic," "rainbow," "peaceful," "optimistic," "universal," "celebratory" which define his approach.
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**: Portrait 2:3 format with cosmic emphasis, rainbow celebration ≥70%, optimistic staging with commercial poster conventions optimized for universal accessibility and peace messaging.
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+**Perspective regime**: Cosmic poster perspective with rainbow depth through Max's flat color layering and graphic integration; cosmic positioning within rainbow environmental context.
+
+**Grid/symmetry**: Cosmic celebration balance with rainbow integration; flat graphic organization supporting cosmic central positioning through Max's characteristic optimistic movement.
+
+**Figure:ground %**: 75% cosmic celebration figure dominance / 25% simplified cosmic background with **clear visual hierarchy** through Max's 2-3mm black boundaries and strategic cosmic symbol placement.
+
+**Density %**: Minimal background pattern density with maximum 2 background color zones occupying 40% minimum area each; eliminate radiating ray patterns, diagonal stripes, and complex overlays in favor of single flat color fields.
+
+**Lighting logic**: No naturalistic lighting; cosmic illumination effects through Max's rainbow color harmony and cosmic symbol relationships; universal peace atmospheric treatment.
+
+**Detail:negative space ratio**: Rainbow coverage with cosmic negative space integration; peaceful composition flow optimized for 2:3 ratio with commercial poster considerations.
+
+**REQUIRED ANCHORS**:
+
+**Surface Context Anchor**: Commercial poster for mass market display; accessible poster stock with Max's cosmic acrylic and silkscreen characteristics; viewing distance 3-10 feet allowing for rainbow recognition and cosmic symbol appreciation.
+
+**Frame/Band Anchor**: No external frames; cosmic compositions bleeding to poster edges with Max's rainbow celebration integration throughout.
+
+**Production Context Anchor**: 1960s-1970s cosmic poster production methods; acrylic and silkscreen technique; commercial accessibility systems; Max's rainbow color integration.
+
+**Ratio Enforcement Anchor**: Composition designed specifically for 2:3 commercial proportion with cosmic celebration organization; rainbow figure placement and peaceful symbol integration optimized for poster format.
+
+------
+
+### 8) Typography & Text Integration
+
+**Binary Decision**: Allow typography integration (cosmic poster format requires peaceful text integration)
+
+**Ratio-Appropriate Zones**: Typography integrated into Max's cosmic celebration composition; flowing peace messaging becoming part of overall rainbow design through cosmic symbol flow.
+
+**Copy limits**: ≤4 words per typographic element; ≤2 total text elements positioned for cosmic poster hierarchy with peace messaging prominence, universal love secondary.
+
+**Period-Appropriate Typography**: Max's signature flowing, organic letterforms inspired by Art Nouveau; optimistic aesthetic prioritizing cosmic celebration over pure legibility; rainbow text treatment supporting universal peace messaging.
+
+**Font recommendation**: Flowing letterforms for Max's cosmic integration style:
+
+- **Fredoka One** (cosmic flowing letterforms, 80% match)
+- **Righteous** (1960s poster aesthetic with peace, 75% match)
+- **Bungee** (psychedelic poster letterforms, 70% match)
+- Better historical accuracy: Hand-lettered flowing typography following Max's Art Nouveau adaptation with cosmic celebration and rainbow integration
+
+**Format-Specific Text Rules**: Cosmic poster mode with rainbow text hierarchy; text becomes part of cosmic compositional celebration through Max's peaceful integration principles promoting universal love and harmony.
+
+**Historical accuracy**: Typography must match 1967-1975 cosmic poster conventions with Max's flowing letterform innovation and rainbow celebration integration supporting universal peace messaging.
+
+**Production Method Integration**: Typography rendered with same acrylic and silkscreen characteristics including rainbow color effects; flowing letter treatment with cosmic symbol integration creating universal visual harmony.
+
+------
+
+## Technical Material Specifications
+
+**Primary Tools & Materials:**
+
+- Acrylic paint and silkscreen with brilliant rainbow colors
+- Comic-book outline production tools for consistent 2-3mm weight
+- Cosmic symbol reference materials and Art Nouveau letterform sources
+- Rainbow spectrum color mixing for maximum brilliance and optimistic impact
+
+**Color Theory Application:**
+
+- **Max's strategic rainbow allocation:**
+  - **Figure areas**: 2-3 dominant rainbow colors in large zones (example: blue shirt, yellow pants, purple hair)
+  - **Background areas**: 1-2 rainbow colors in simplified large zones (example: orange background field with green cosmic area)
+  - **Black**: All outline work (2-3mm thick), cosmic symbol definitions, typography outlines
+  - **Cosmic symbols**: Single rainbow colors per symbol (peace sign = one color, star = one color)
+- Large flat rainbow color zones rather than fragmented rainbow distributions
+- Each color zone defined by black outline boundaries (2-3mm thick) creating clear graphic hierarchy
+- Strategic color placement supporting Max's cosmic celebration without visual chaos
+- Commercial accessibility through large color zones and clear cosmic symbol separation
+
+**Production Authenticity:**
+
+- Acrylic paint and silkscreen techniques for brilliant rainbow color integration
+- Commercial poster production methods creating Max's cosmic accessibility
+- Comic-book outline work with consistent weight maintaining graphic clarity
+- Hand-crafted cosmic poster production methods authentic to 1967-1975 period
+
+**Cosmic Symbol Integration Process:**
+
+- Art Nouveau letterform adaptation with flowing, organic cosmic treatment
+- Peace symbol integration with rainbow color harmony and universal love messaging
+- Cosmic element positioning (stars, doves, rainbows) following Max's optimistic aesthetic
+- Universal peace symbol placement supporting cosmic celebration with rainbow graphic treatment
+
+------
+
+## Style Philosophy Integration
+
+**Cosmic Celebration System:**
+
+1. **From Realistic to Cosmic**: Transform all elements into Max's characteristic universal peace and rainbow celebration
+2. **From Complex to Accessible**: Integrate figure and cosmic symbols through commercial poster clarity and optimistic messaging
+3. **From Dark to Optimistic**: All imagery promotes cosmic consciousness and universal love through rainbow celebration
+4. **From Individual to Universal**: Emphasize cosmic consciousness and universal peace over personal representation
+
+**Max Innovation Principles:**
+
+- Commercial accessibility of cosmic art through bold graphic poster treatment and rainbow celebration
+- Universal peace messaging through cosmic symbols and optimistic color relationships
+- Rainbow spectrum technique creating brilliant celebration and positive cosmic energy
+- Cosmic consciousness themes with accessible graphic treatment promoting universal love and harmony
+- Art Nouveau-inspired flowing letterforms supporting cosmic celebration and peace messaging
+- "Bright bright colors" philosophy - maximum rainbow intensity for cosmic optimism and universal accessibility
+
+This framework ensures authentic reproduction of Peter Max's cosmic psychedelic aesthetic while maintaining technical accuracy to his 1960s-1970s production methods and philosophical approach to cosmic celebration, universal peace, and rainbow optimism.
diff --git a/styles-source/archive/royal_portrait_painting_analysis.md b/styles-source/archive/royal_portrait_painting_analysis.md
new file mode 100644
index 0000000..9a2edeb
--- /dev/null
+++ b/styles-source/archive/royal_portrait_painting_analysis.md
@@ -0,0 +1,1685 @@
+# Royal Portrait Painting - Style Analysis
+
+# Hans Holbein the Younger
+
+**Timeframe:** Tudor court period, peak years (1526-1543) **Historical Context:** Protestant Reformation crisis, English court propaganda, diplomatic portraiture
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Face-Treatment Flag:** `oil-fat-over-lean` (oil on oak panel with precise glazing techniques)
+- **Pose Flag:** `frontal-rigid` or `contrapposto` (formal court positioning with ceremonial dignity)
+- **Canvas Control Flag:** `strict-reframe` (recompose entirely for target ratio)
+- **Anti-Conventional Bias:** Authority to generate deliberately uncomfortable psychological penetration when historically accurate
+- **Material Physics Authority:** Oil paint thickness 2-3mm, oak panel preparation, chalk ground, invisible brushwork
+- **Period Production Authenticity:** 1530s court workshop methods, guild-trained precision, diplomatic documentation requirements
+
+------
+
+## 1. Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait) - ignore source image dimensions completely.
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in Hans Holbein the Younger's Northern Renaissance court portrait style (1520s-1540s).
+
+- Preserve likeness through **meticulous realism** and precise character documentation
+- **Timeframe:** Tudor court period, peak years (1526-1543)
+- **Degree of likeness:** Extremely faithful documentation; unflinching realism with symbolic dignity
+- **Emotional tone:** Authoritative, dignified, psychologically penetrating, ceremonially formal
+- **Pose conventions:** Frontal or three-quarter view; hands positioned to display rings; formal court stance
+- **IP Safeguard Declaration:** Create original Tudor court attire and accessories avoiding copyrighted elements
+- **Face-Treatment Flag:** `oil-fat-over-lean`
+- **Pose Flag:** `frontal-rigid`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Northern European precision overrides any source stylization
+- **Mode Selector:** Gallery (museum documentation standard)
+
+The final result must be a masterful painted document combining Northern European precision with royal gravitas.
+
+------
+
+## 2. Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `3:4` (classical portrait format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely - extend background architectural elements
+- **Spatial Allocation:** Subject positioned upper-third, hands in lower-third for symbolic display
+- **Background Treatment:** Extend rich damask hangings or neutral architectural space seamlessly
+- **Format Justification:** 3:4 ratio serves Holbein's formal court documentation tradition with optimal figure-to-background proportion
+
+------
+
+## 3. Artistic Style & Context
+
+**Influences:** Flemish primitive precision, Italian Renaissance dignity, German attention to material detail, court propaganda requirements
+
+**Medium/Production method:** Oil on oak panel with precise glazing techniques. Canvas preparation: chalk ground, multiple thin oil layers, invisible brushwork building luminous surface depth. Paint thickness 2-3mm with scientific color accuracy.
+
+**Thematic purpose:** Official royal documentation and dynastic propaganda serving Tudor court political needs during Protestant Reformation crisis.
+
+**Hallmark motifs with quantified specifications:**
+
+- Meticulous textile rendering (every thread and pattern documented)
+- Jewelry precision (gemstone reflections, metalwork detail, chain link accuracy)
+- Psychological penetration (direct gaze, subtle character revelation)
+- Symbolic object placement (rings, pendants, books positioned for meaning)
+- Architectural dignity (column capitals, wall hangings, spatial gravitas)
+
+**Period framing:** English Reformation court (1530s-1540s), diplomatic crisis, religious schism, royal marriage politics
+
+**Tone Tag:** Documentary authority, ceremonial dignity, psychological truth, political propaganda
+
+**Production Era Authenticity:** Guild workshop standards, Northern European oil techniques, court painter protocols, diplomatic documentation precision
+
+------
+
+## 4. Technical Execution
+
+**Line Work:** Invisible brushwork with scientific precision; sharp contours defining form through light modeling; emphasis on material truth over linear expression. Tool marks: fine sable brushes, methodical glazing strokes, edge precision 0.5mm tolerance.
+
+**Anatomical Stylization:** Naturalistic proportions with unflinching accuracy; precise physiognomy documenting individual character; no idealization beyond natural dignity. Measurement specifications: head-to-body ratio 1:7.5, hand proportions scientifically accurate.
+
+**Detail Hierarchy:** Extreme attention to surface materials - fur texture (individual hair rendering), silk sheen (light reflection angles), velvet nap (pile direction), metal reflectivity (environmental mapping), skin texture (pore-level precision).
+
+**Coloring Method:** Rich, deep palette using period pigments; jewel tones (ultramarine, vermillion, gold leaf); precise color matching; symbolic color deployment. Glazing technique: 3-5 transparent layers building luminous depth.
+
+**Texture Specifications:** Fur (1mm individual hair strokes), silk (45-degree highlight angles), velvet (perpendicular pile rendering), metal (mirror-sharp reflections), skin (subtle sfumato transitions). Surface depth: 2-3mm paint thickness with authentic oil behavior.
+
+**Pose Anchors:** Head tilt: 0-15 degrees maximum; shoulder angle: square to picture plane or 15-degree turn; weight distribution: formal balance; gesture economy: minimal movement, hands positioned for ring display.
+
+**Scale Hierarchy Anchor:** All proportions scientifically accurate unless ceremonially enhanced (shoulders broadened 10% maximum for authority).
+
+**Material Authenticity Anchor:** Authentic 16th-century oil painting surface with period-appropriate cracking patterns and oil sink-in characteristics.
+
+**Period Consistency Anchor:** All elements historically accurate to 1530s-1540s court workshop standards.
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 portrait format with formal court positioning.
+
+------
+
+## 5. Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks:**
+
+- **Adult Masculine:** Slashed doublet, velvet jerkin, fur-trimmed overcoat, court chain, flat cap with brooch
+- **Adult Feminine:** Court gown, French hood or English gable hood, partlet, ceremonial jewelry
+- **Youth:** Simplified adult styles appropriate to age and status
+- **Clerical:** Academic robes, fur tippet, scholar's cap, religious pendant
+
+**Fabric Behavior with Period Accuracy:**
+
+- **Velvet:** Heavy drape, light-absorbing surface, pile direction visible
+- **Silk:** Reflective sheen, crisp edges, taffeta stiffness
+- **Fur:** Individual hair rendering, natural color variation, luxury weight
+- **Wool:** Matte surface, structured tailoring, court-quality weaving
+- **Linen:** Crisp whiteness, fine pleating, undergarment precision
+
+**Accessory Caps:** Elaborate (3-4 items maximum)
+
+- **Primary:** Court chain or collar of office
+- **Secondary:** Signet rings, religious pendant
+- **Tertiary:** Fur trim, decorative buttons
+- **Micro:** Belt buckle, sleeve ties
+
+**Color Palette Restrictions:** Tudor court colors with period dye accuracy - deep reds (madder), blues (ultramarine), blacks (carbon), golds (leaf and ochre), whites (lead). Avoid modern synthetic colors.
+
+**Wardrobe Variation Required:** Cycle through historically documented court dress variations - Italian influence, German fashion, English tradition.
+
+**Props (≤2 total):**
+
+- **Hero Prop:** Book (religious text, diplomatic document), musical instrument, or court regalia
+- **Micro Prop:** Letter, small devotional object, or seal
+
+**YAML Prop Pools:**
+
+```yaml
+court_regalia:
+  - chain_of_office
+  - signet_ring
+  - court_medallion
+  - ceremonial_dagger
+
+scholarly_objects:
+  - bound_book
+  - astronomical_instrument
+  - writing_tablet
+  - seal_matrix
+
+devotional_items:
+  - religious_pendant
+  - prayer_book
+  - rosary_beads
+  - devotional_medal
+```
+
+**Coherence Filter:** All elements must support Tudor court authenticity 1530s-1540s; fallback to clean, minimal scene if unclear.
+
+------
+
+## 6. Constraints
+
+**Canvas Negatives (≥2):**
+
+- ❌ "Original aspect ratio," "source dimensions," "unmodified framing"
+- ❌ Romantic idealization without psychological truth
+- ❌ Simplified or stylized treatment reducing documentary precision
+- ❌ Modern painting techniques (impasto, expressionist brushwork)
+- ❌ Decorative or ornamental treatment without substance
+
+**Canvas Positives (≥2):**
+
+- ✅ "Exactly 3:4 ratio," "recomposed for classical portrait format"
+- ✅ "Invisible brushwork with scientific precision," "2-3mm paint thickness"
+- ✅ "Period-accurate oil glazing technique," "oak panel preparation"
+- ✅ "Documentary psychological penetration," "ceremonial court dignity"
+- ✅ "Tudor workshop standards with guild precision"
+
+**Vocabulary Warnings:** Avoid "ornate," "ornamental," "decorative" which suggest surface treatment over substance. Emphasize "documentary," "precise," "ceremonial," "authoritative."
+
+------
+
+## 7. Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical Emphasis:** Subject dominance ≥75% of canvas height
+- **Hierarchical Staging:** Face in upper third, hands in lower third for symbolic display
+- **Format Considerations:** Classical portrait proportions supporting formal court dignity
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Single-point perspective with architectural framing elements; Northern European spatial accuracy
+- **Grid/Symmetry:** Formal bilateral balance with slight asymmetry for psychological interest
+- **Figure:Ground Ratio:** 70% figure dominance, 30% environmental context
+- **Density Percentage:** High detail concentration optimized for close viewing (2-3 feet distance)
+- **Lighting Logic:** Single-source illumination (window left) creating form-revealing shadows; Renaissance chiaroscuro adapted to Northern precision
+- **Detail:Negative Space Ratio:** Maximum detail density supporting documentary function
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Oak panel with chalk ground preparation, studio wall mounting
+- **Frame/Band Anchor:** Omit entirely - pure painted achievement without decorative framing
+- **Production Context Anchor:** Tudor court workshop with diplomatic documentation standards
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 classical portrait format
+
+**Environmental Integration:** Rich damask wall hangings, architectural elements (columns, pilasters), or neutral backgrounds supporting figure prominence without competition.
+
+------
+
+## 8. Typography & Text Integration
+
+**Binary:** Omit entirely
+
+**Historical Accuracy:** Court portraits of this period focused purely on painted achievement without text integration. Any inscription would have been added separately to frame or cartouche, not integrated into painted surface.
+
+**Format-Specific Rules:** Museum documentation standard emphasizes pure artistic achievement without textual distraction.
+
+------
+
+## Historical Context Integration
+
+**Protestant Reformation Impact:** Holbein's career pivot from religious art to court portraiture due to iconoclastic destruction of traditional commissions. This crisis forced adaptation to secular patronage, resulting in revolutionary psychological portraiture serving political propaganda needs.
+
+**Court Politics:** Portraits functioned as diplomatic tools during Henry VIII's break with Rome, marriage negotiations, and dynastic propaganda. Each portrait carried political weight requiring absolute accuracy and symbolic sophistication.
+
+**Technical Innovation:** Holbein's synthesis of Flemish precision, Italian dignity, and German material truth created new standard for court portraiture that defined the genre for centuries.
+
+**Cultural Authority:** Works served as definitive visual documents of Tudor court, with Holbein functioning as "the cameraman of Tudor history" whose images became the permanent record of this pivotal historical moment.
+
+---
+
+# Anthony van Dyck
+
+**Timeframe:** Baroque court period, peak years (1632-1641) **Historical Context:** Stuart court revolution, aristocratic "careless romance," Flemish-Italian synthesis
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Face-Treatment Flag:** `alla-prima-direct` (oil on canvas with fluid brushwork and elegant glazing)
+- **Pose Flag:** `contrapposto` (elegant three-quarter pose with graceful positioning)
+- **Canvas Control Flag:** `strict-reframe` (recompose entirely for target ratio)
+- **Anti-Conventional Bias:** Authority to generate deliberately relaxed, informal elegance when historically accurate
+- **Material Physics Authority:** Thin oil paint application, smooth long brushstrokes, silvery tonalities
+- **Period Production Authenticity:** 1630s English court workshop methods, aristocratic portraiture standards
+
+------
+
+## 1. Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait) - ignore source image dimensions completely.
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in Anthony van Dyck's Baroque court portrait style (1620s-1640s).
+
+- Preserve likeness through **elegant idealization** with aristocratic refinement
+- **Timeframe:** Peak court portrait period, especially English court years (1632-1641)
+- **Degree of likeness:** Idealized but recognizable; emphasis on noble bearing and elegance
+- **Emotional tone:** Aristocratic elegance, refined dignity, romantic nobility
+- **Pose conventions:** Elegant three-quarter pose; graceful hand positioning; aristocratic bearing
+- **IP Safeguard Declaration:** Create original aristocratic attire and accessories avoiding copyrighted elements
+- **Face-Treatment Flag:** `alla-prima-direct`
+- **Pose Flag:** `contrapposto`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Aristocratic elegance overrides any source characterization
+- **Mode Selector:** Gallery (aristocratic portraiture standard)
+
+The final result must be an elegant painted celebration of aristocratic refinement and noble bearing.
+
+------
+
+## 2. Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `3:4` (classical portrait format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely - extend elegant drapery or landscape elements
+- **Spatial Allocation:** Subject positioned with aristocratic commanding presence, low viewpoint effect
+- **Background Treatment:** Extend rich architectural settings, flowing drapery, or landscape vistas seamlessly
+- **Format Justification:** 3:4 ratio serves van Dyck's elegant court tradition with optimal figure dignity and graceful proportions
+
+------
+
+## 3. Artistic Style & Context
+
+**Influences:** Rubens' dynamic brushwork, Venetian colorito, Flemish attention to luxury materials, Titian's color mastery
+
+**Medium/Production method:** Oil on canvas with fluid brushwork and elegant glazing. Paint application: thin texture enabling smooth, long brushstrokes. Silvery tonalities with bold experimental tints. Revolutionary loose brushwork creating movement and light.
+
+**Thematic purpose:** Aristocratic portraiture emphasizing noble breeding, refined taste, and "careless romance" - the deliberate informality of absolute confidence.
+
+**Hallmark motifs with quantified specifications:**
+
+- Flowing silk rendering (45-degree light reflection angles, movement captured in fabric folds)
+- "Careless romance" costume (fantasy dress, flowing scarves, timeless elegance)
+- Graceful hand positioning (elongated fingers, elegant gestures, aristocratic bearing)
+- Silvery flesh tones (cool northern light adaptation, refined color harmony)
+- Dynamic compositional devices (low viewpoint forcing upward gaze, slanted planes creating depth)
+
+**Period framing:** Stuart court England (1630s-1640s), aristocratic revolution in portraiture, synthesis of Flemish technique with Italian color
+
+**Tone Tag:** Aristocratic elegance, refined dignity, romantic nobility, effortless authority
+
+**Production Era Authenticity:** Stuart court workshop standards, aristocratic patron expectations, efficient studio methodology with master's direct intervention on faces
+
+------
+
+## 4. Technical Execution
+
+**Line Work:** Flowing, elegant brushwork with soft contours; emphasis on graceful form through atmospheric modeling. Tool marks: fluid paint application, sweeping strokes capturing movement, especially in fabric rendering. Edge treatment: soft transitions supporting aristocratic grace.
+
+**Anatomical Stylization:** Idealized aristocratic proportions with elegant elongation; refined features emphasizing noble breeding. Head-to-body ratio: 1:8 for enhanced elegance. Hand proportions: elongated for aristocratic refinement.
+
+**Detail Hierarchy:** Selective focus on luxurious materials - silk satins (reflective sheen, fluid drape), elaborate lace (intricate pattern work), rich velvets (light-absorbing depth), aristocratic jewelry (pearl luminosity, gold reflectivity).
+
+**Coloring Method:** Revolutionary palette evolution - rich Italian warmth transitioning to characteristic silvery sheen, culminating in bold experimental tints for English court. "Van Dyck brown" signature pigment. Harmonious color relationships with sophisticated atmospheric effects.
+
+**Texture Specifications:** Silk (fluid brushwork, 45-degree highlights), lace (delicate linear work), velvet (rich impasto), flesh (smooth transitions, silvery tonality). Paint thickness: thin application for smooth strokes, layered glazing for luminous depth.
+
+**Pose Anchors:** Head tilt: 10-25 degrees for elegant asymmetry; shoulder angle: graceful three-quarter turn; weight distribution: aristocratic contrapposto; gesture economy: flowing movement, hands positioned for elegance.
+
+**Scale Hierarchy Anchor:** Proportions idealized for aristocratic bearing - slight elongation (110% standard proportions), enhanced vertical emphasis.
+
+**Material Authenticity Anchor:** Authentic 17th-century oil painting surface with period-appropriate canvas weave and oil behavior.
+
+**Period Consistency Anchor:** All elements historically accurate to 1630s-1640s Stuart court standards.
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 portrait format with aristocratic commanding presence.
+
+------
+
+## 5. Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks:**
+
+- **Adult Masculine:** Silk satins, Van Dyck collar (wide lace), court dress with elegant informality, flowing elements
+- **Adult Feminine:** "Style of undress" - flowing silk gowns, floating scarves, fantasy dress elements, pearl accessories
+- **Youth:** Simplified adult elegance appropriate to aristocratic breeding and age
+- **Court Formal:** Traditional court dress when depicting formal state occasions
+
+**Fabric Behavior with Period Accuracy:**
+
+- **Silk Satin:** High reflectivity, fluid drape, movement capture through brushwork
+- **Lace:** Intricate patterns, Van Dyck collar style, delicate transparency effects
+- **Velvet:** Rich depth, light absorption, luxurious weight
+- **Flowing Elements:** Scarves, ribbons, elements adding movement and "careless romance"
+- **Fantasy Dress:** Timeless elements avoiding fashion dating, exotic influences
+
+**Accessory Caps:** Elegant (3-4 items maximum)
+
+- **Primary:** Pearl necklaces, elegant jewelry reflecting status
+- **Secondary:** Van Dyck collar, flowing scarves, elegant hair ornaments
+- **Tertiary:** Rings, brooches, subtle court symbols
+- **Micro:** Ribbon details, fabric ornaments
+
+**Color Palette Restrictions:** Stuart court palette with van Dyck sophistication - silvery blues, warm flesh tones, rich burgundies, elegant whites, Van Dyck brown signature color. Avoid harsh or unrefined colors.
+
+**Wardrobe Variation Required:** Cycle through van Dyck's documented "careless romance" variations - formal undress, fantasy elements, flowing compositions.
+
+**Props (≤2 total):**
+
+- **Hero Prop:** Elegant objects of refinement - music, art, symbols of cultivation
+- **Micro Prop:** Flowers, elegant accessories, aristocratic symbols
+
+**YAML Prop Pools:**
+
+```yaml
+aristocratic_refinement:
+  - music_manuscript
+  - elegant_gloves
+  - pearl_strand
+  - flowing_scarf
+
+cultivation_objects:
+  - bound_volume
+  - musical_instrument
+  - art_object
+  - garden_elements
+
+court_symbols:
+  - noble_insignia
+  - family_crest
+  - elegant_jewelry
+  - aristocratic_symbols
+```
+
+**Coherence Filter:** All elements must support Stuart court aristocratic elegance 1630s-1640s; fallback to refined, elegant scene.
+
+------
+
+## 6. Constraints
+
+**Canvas Negatives (≥2):**
+
+- ❌ "Original aspect ratio," "source dimensions," "unmodified framing"
+- ❌ Bourgeois or common treatment without aristocratic refinement
+- ❌ Harsh or unflattering realism disrupting elegant idealization
+- ❌ Stiff or rigid positioning contradicting graceful flow
+- ❌ Modern interpretations or anachronisms
+
+**Canvas Positives (≥2):**
+
+- ✅ "Exactly 3:4 ratio," "recomposed for classical portrait elegance"
+- ✅ "Fluid brushwork capturing silk and movement," "thin paint application"
+- ✅ "Silvery tonalities with elegant color harmony," "aristocratic idealization"
+- ✅ "Graceful three-quarter pose with contrapposto," "elegant hand positioning"
+- ✅ "Stuart court workshop standards with refined technique"
+
+**Vocabulary Warnings:** Avoid "stiff," "rigid," "harsh" which contradict van Dyck's flowing elegance. Emphasize "graceful," "elegant," "refined," "aristocratic," "flowing."
+
+------
+
+## 7. Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical Emphasis:** Subject dominance ≥70% with aristocratic commanding presence
+- **Hierarchical Staging:** Low viewpoint forcing viewer to look up, enhancing aristocratic authority
+- **Format Considerations:** Classical portrait proportions supporting elegant court dignity
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Low viewpoint technique making subjects appear larger-than-life; slanted planes creating dynamic three-dimensional space
+- **Grid/Symmetry:** Graceful asymmetry with elegant contrapposto balancing
+- **Figure:Ground Ratio:** 65% figure dominance, 35% elegant environmental context
+- **Density Percentage:** Selective detail concentration optimized for aristocratic impact (3-4 feet viewing distance)
+- **Lighting Logic:** Sophisticated atmospheric lighting creating silvery tonalities and elegant form modeling
+- **Detail:Negative Space Ratio:** Refined selectivity supporting overall aristocratic impression
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Canvas with elegant preparation, court studio standards
+- **Frame/Band Anchor:** Omit entirely - pure painted aristocratic achievement
+- **Production Context Anchor:** Stuart court workshop with aristocratic portraiture standards
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 classical portrait format
+
+**Environmental Integration:** Rich architectural settings (columns, elegant interiors), sophisticated drapery (silk hangings, flowing elements), landscape vistas (aristocratic estates), all supporting figure prominence without competition.
+
+------
+
+## 8. Typography & Text Integration
+
+**Binary:** Omit entirely
+
+**Historical Accuracy:** Baroque court portraits of this period focused purely on painted elegance without text integration. Van Dyck's portraits emphasized aristocratic bearing and refined visual achievement without textual elements.
+
+**Format-Specific Rules:** Museum documentation standard emphasizes pure artistic refinement without textual distraction.
+
+------
+
+## Historical Context Integration
+
+**Artistic Revolution:** Van Dyck's transformation of English portraiture from stiff formality to "relaxed elegance and understated authority." His invention of "careless romance" - the deliberate informality that projected absolute confidence and aristocratic breeding.
+
+**Stuart Court Context:** Portraits served as sophisticated propaganda for increasingly embattled monarchy, projecting divine right through effortless elegance rather than rigid ceremony. Revolutionary approach to royal imagery emphasizing natural sovereignty.
+
+**Technical Innovation:** Synthesis of Rubens' dramatic brushwork with Titian's coloristic subtlety, creating new visual language of aristocratic portraiture. Studio methodology balancing efficiency with direct master intervention for psychological penetration.
+
+**Cultural Authority:** Established template for aristocratic portraiture dominating British art for 150+ years. Influenced fashion ("Van Dyck collar," "Van Dyck beard") and cultural conception of aristocratic elegance extending through Gainsborough and Reynolds.
+
+**"Careless Romance" Definition:** Strategic artistic choice creating timeless elegance through fantasy dress, flowing elements, and deliberate informality - technical sophistication disguised as effortless grace, humanizing power through aristocratic confidence rather than rigid ceremony.
+
+---
+
+# Diego Velázquez
+
+**Timeframe:** Spanish court period, peak years (1630s-1660s) **Historical Context:** Habsburg Spain, revolutionary naturalism, psychological penetration
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Face-Treatment Flag:** `loose-brushstrokes` (oil on canvas with revolutionary atmospheric technique)
+- **Pose Flag:** `psychological-tension` (ceremonial dignity with penetrating psychological presence)
+- **Canvas Control Flag:** `strict-reframe` (recompose entirely for target ratio)
+- **Anti-Conventional Bias:** Authority to generate deliberately uncomfortable psychological penetration when historically accurate
+- **Material Physics Authority:** Variable brushwork density, atmospheric perspective, "manner abreviada" technique
+- **Period Production Authenticity:** 1640s-1650s Spanish court workshop methods, revolutionary loose brushwork
+
+------
+
+## 1. Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait) - ignore source image dimensions completely.
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in Diego Velázquez's Spanish court portrait style (1620s-1660s).
+
+- Preserve likeness through **penetrating realism** combined with royal dignity
+- **Timeframe:** Peak Spanish court period, mature style (1630s-1660s)
+- **Degree of likeness:** Unflinching realism tempered by royal ceremony; psychological depth
+- **Emotional tone:** Regal authority, psychological complexity, ceremonial grandeur
+- **Pose conventions:** Formal court positioning; ceremonial dignity; psychological presence
+- **IP Safeguard Declaration:** Create original Habsburg court attire and accessories avoiding copyrighted elements
+- **Face-Treatment Flag:** `loose-brushstrokes`
+- **Pose Flag:** `psychological-tension`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Psychological realism overrides any source idealization
+- **Mode Selector:** Gallery (court documentation with psychological truth)
+
+The final result must be a masterful exploration of character within royal ceremony.
+
+------
+
+## 2. Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `3:4` (classical portrait format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely - extend atmospheric backgrounds or court settings
+- **Spatial Allocation:** Subject positioned with psychological commanding presence, atmospheric depth
+- **Background Treatment:** Extend neutral atmospheric backgrounds or court architectural elements seamlessly
+- **Format Justification:** 3:4 ratio serves Velázquez's revolutionary psychological portraiture with optimal atmospheric perspective
+
+------
+
+## 3. Artistic Style & Context
+
+**Influences:** Caravaggio's realism, Venetian colorito, Rubens' atmospheric technique, Italian Renaissance dignity combined with Spanish court ceremony
+
+**Medium/Production method:** Oil on canvas with revolutionary brushwork and atmospheric perspective. Paint application: variable density - tight foreground brushstrokes transitioning to loose atmospheric background. "Manera abreviada" technique creating form through patches of hue rather than linear definition.
+
+**Thematic purpose:** Royal portraiture balancing ceremony with psychological truth, serving Habsburg court while documenting human character with unprecedented honesty.
+
+**Hallmark motifs with quantified specifications:**
+
+- Revolutionary loose brushstrokes (visible up close, resolving at viewing distance of 6-8 feet)
+- Atmospheric perspective (progressive loosening of brushwork from foreground to background)
+- Psychological penetration (direct gaze, character revelation through subtle expression)
+- Chiaroscuro mastery (dramatic light-shadow contrasts, theatrical spotlighting effect)
+- Naturalistic dignity (unflinching truth combined with ceremonial authority)
+
+**Period framing:** Habsburg Spain (1620s-1660s), Golden Age court culture, artistic revolution in naturalism
+
+**Tone Tag:** Psychological complexity, ceremonial grandeur, revolutionary naturalism, atmospheric truth
+
+**Production Era Authenticity:** Spanish court workshop standards, revolutionary technique development, direct observation methods
+
+------
+
+## 4. Technical Execution
+
+**Line Work:** Revolutionary loose brushwork with atmospheric edges; emphasis on light and air rather than linear definition. Brushstrokes visible at close range, resolving into startling realism at proper viewing distance (6-8 feet). No strict contours - forms defined by patches of hue and light-shadow contrast.
+
+**Anatomical Stylization:** Naturalistic proportions with psychological penetration; unflinching documentation of individual character. Scientific accuracy without idealization beyond natural dignity. Measurement specifications: proportions based on direct observation, psychological expression through subtle facial modeling.
+
+**Detail Hierarchy:** Variable density technique - tight, controlled brushstrokes in foreground (2-3mm precision), progressively looser toward background creating atmospheric perspective. Selective focus supporting psychological and ceremonial impact.
+
+**Coloring Method:** Sophisticated atmospheric palette using Caravaggio-inspired chiaroscuro with Venetian influence. Earth tones, rich darks, dramatic light effects. Flesh tones: naturalistic without flattery. Background: neutral atmospheric grays and browns creating depth.
+
+**Texture Specifications:** Fabric rendering through loose brushwork suggesting rather than depicting every detail; flesh (naturalistic modeling with visible brushwork); metal (reflective highlights with economical strokes); atmospheric backgrounds (increasingly abstract brushwork creating spatial depth).
+
+**Pose Anchors:** Head positioning: psychologically revealing angles; shoulder placement: formal court dignity; weight distribution: ceremonial authority; gesture economy: minimal movement conveying maximum psychological presence.
+
+**Scale Hierarchy Anchor:** All proportions scientifically accurate based on direct observation - no idealization beyond natural dignity.
+
+**Material Authenticity Anchor:** Authentic 17th-century oil painting surface with period-appropriate canvas weave and revolutionary brushwork technique.
+
+**Period Consistency Anchor:** All elements historically accurate to 1630s-1660s Spanish court workshop standards with Velázquez's innovative methods.
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 portrait format with atmospheric depth and psychological presence.
+
+------
+
+## 5. Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks:**
+
+- **Habsburg Masculine:** Spanish court dress, dark velvets, lace collars (golilla), ceremonial chains, formal court attire
+- **Habsburg Feminine:** Spanish court gowns, elaborate court dress, ceremonial jewelry, formal court headdresses
+- **Youth:** Age-appropriate court dress maintaining ceremonial dignity
+- **Royal:** Full ceremonial regalia appropriate to Habsburg court protocol
+
+**Fabric Behavior with Period Accuracy:**
+
+- **Spanish Velvet:** Rich, light-absorbing darkness, ceremonial weight, court protocol colors
+- **Court Lace:** Precise geometric patterns, Spanish golilla style, formal ceremonial function
+- **Silk Taffeta:** Court-appropriate sheen, formal drape, ceremonial colors
+- **Court Brocade:** Spanish court patterns, gold thread work, ceremonial significance
+- **Ceremonial Elements:** Orders of knighthood, court chains, formal court accessories
+
+**Accessory Caps:** Court ceremonial (3-4 items maximum)
+
+- **Primary:** Court chains, orders of knighthood, ceremonial jewelry
+- **Secondary:** Formal gloves, court collars, ceremonial elements
+- **Tertiary:** Court buttons, formal clasps, protocol accessories
+- **Micro:** Court details, formal elements supporting ceremonial dignity
+
+**Color Palette Restrictions:** Spanish court colors with Habsburg formality - ceremonial blacks, court browns, formal grays, gold accents. Avoid bright colors inappropriate to Spanish court dignity.
+
+**Wardrobe Variation Required:** Cycle through documented Spanish court dress variations - Habsburg protocol, ceremonial levels, court hierarchy distinctions.
+
+**Props (≤2 total):**
+
+- **Hero Prop:** Court regalia, documents of state, ceremonial objects, symbols of authority
+- **Micro Prop:** Formal accessories, court elements, ceremonial details
+
+**YAML Prop Pools:**
+
+```yaml
+court_ceremony:
+  - ceremonial_chain
+  - court_document
+  - order_insignia
+  - formal_gloves
+
+royal_authority:
+  - scepter_element
+  - court_seal
+  - ceremonial_key
+  - protocol_staff
+
+spanish_court:
+  - golilla_collar
+  - court_medal
+  - formal_document
+  - ceremonial_element
+```
+
+**Coherence Filter:** All elements must support Spanish Habsburg court authenticity 1630s-1660s; fallback to austere court dignity.
+
+------
+
+## 6. Constraints
+
+**Canvas Negatives (≥2):**
+
+- ❌ "Original aspect ratio," "source dimensions," "unmodified framing"
+- ❌ Idealization without psychological truth disrupting naturalistic honesty
+- ❌ Purely decorative treatment lacking psychological depth
+- ❌ Simplified or stylized approach reducing revolutionary technique
+- ❌ Modern psychological interpretations contradicting period methods
+
+**Canvas Positives (≥2):**
+
+- ✅ "Exactly 3:4 ratio," "recomposed for classical portrait format"
+- ✅ "Revolutionary loose brushwork with atmospheric perspective," "variable brushstroke density"
+- ✅ "Psychological penetration with ceremonial dignity," "unflinching naturalistic truth"
+- ✅ "Manera abreviada technique," "forms defined by light-shadow patches"
+- ✅ "Spanish court workshop standards with innovative methods"
+
+**Vocabulary Warnings:** Avoid "decorative," "ornamental," "idealized" which contradict Velázquez's naturalistic truth. Emphasize "psychological," "naturalistic," "atmospheric," "revolutionary," "penetrating."
+
+------
+
+## 7. Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical Emphasis:** Subject dominance ≥70% with psychological commanding presence
+- **Hierarchical Staging:** Atmospheric depth supporting figure prominence and psychological impact
+- **Format Considerations:** Classical portrait proportions supporting revolutionary naturalistic approach
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Atmospheric perspective with revolutionary spatial depth; forms emerging from neutral backgrounds through light-shadow modeling
+- **Grid/Symmetry:** Psychological asymmetry supporting character revelation over formal balance
+- **Figure:Ground Ratio:** 65% figure prominence, 35% atmospheric context creating spatial depth
+- **Density Percentage:** Variable detail concentration - maximum precision in psychological focus areas, atmospheric looseness in supporting elements (optimal viewing 6-8 feet)
+- **Lighting Logic:** Dramatic chiaroscuro creating theatrical spotlighting effect, revealing character through strategic illumination
+- **Detail:Negative Space Ratio:** Revolutionary selectivity - psychological truth through economical means
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Canvas with Spanish court workshop preparation, revolutionary technique standards
+- **Frame/Band Anchor:** Omit entirely - pure painted psychological achievement
+- **Production Context Anchor:** Spanish Habsburg court workshop with revolutionary naturalistic methods
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 classical portrait format
+
+**Environmental Integration:** Neutral atmospheric backgrounds (court gray-brown tonalities), architectural elements (Spanish court settings), or atmospheric depth supporting figure prominence without competition.
+
+------
+
+## 8. Typography & Text Integration
+
+**Binary:** Omit entirely
+
+**Historical Accuracy:** Spanish court portraits of this period focused purely on psychological and ceremonial painted achievement without text integration. Velázquez's revolutionary approach emphasized the power of naturalistic observation over textual elements.
+
+**Format-Specific Rules:** Museum documentation standard emphasizes pure artistic psychological achievement without textual distraction.
+
+------
+
+## Historical Context Integration
+
+**Revolutionary Technique:** Velázquez's breakthrough innovation was the "manera abreviada" - loose brushwork that appears abstract up close but resolves into startling realism at proper viewing distance. This technique, centuries ahead of its time, directly influenced later Impressionism and modern painting.
+
+**Spanish Court Context:** Portraits served complex dual function - maintaining Habsburg ceremonial dignity while documenting psychological truth with unprecedented honesty. Revolutionary approach to royal imagery emphasizing human character within ceremonial framework.
+
+**Psychological Innovation:** Velázquez's unique genius was "walking along the edge of the precipice" - remaining close to realistic documentation while unlocking "the greatest and deepest things that man can feel." This psychological penetration combined with technical innovation created new paradigm for portraiture.
+
+**Cultural Authority:** Established as "painter of painters" whose influence extended from contemporaries like Rembrandt through modern masters including Manet, Picasso, and Francis Bacon. His revolutionary technique and psychological insight continue to influence artists centuries later.
+
+**Technical Legacy:** His loose brushwork technique was so advanced that forms are defined by patches of hue and light-shadow contrast rather than linear definition - a revolutionary approach that anticipated Impressionism by 200 years and continues to influence contemporary naturalistic painting.
+
+---
+
+# Élisabeth Vigée Le Brun
+
+**Timeframe:** Ancien Régime and revolutionary period, peak years (1778-1809) **Historical Context:** French aristocratic portraiture, maternal intimacy revolution, international exile success
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Face-Treatment Flag:** `glazing-layers-buildup` (oil on wood panel with enamel-like glazing technique)
+- **Pose Flag:** `graceful-fluid` (elegant positioning with natural informality and maternal warmth for feminine subjects; classical dignity with restrained elegance for masculine subjects)
+- **Canvas Control Flag:** `strict-reframe` (recompose entirely for target ratio)
+- **Anti-Conventional Bias:** Authority to generate deliberately intimate, maternal expressions when historically accurate
+- **Material Physics Authority:** Rubens-inspired glazing technique, golden highlights, transparent shadows
+- **Period Production Authenticity:** 1780s-1800s European court workshop methods, flattering naturalism standards
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics
+
+------
+
+## 1. Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait) - ignore source image dimensions completely.
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in Élisabeth Vigée Le Brun's elegant court portrait style (1770s-1800s).
+
+- Preserve likeness through **graceful idealization** with emphasis on feminine elegance
+- **Timeframe:** Peak Ancien Régime and émigré period (1778-1809)
+- **Degree of likeness:** Elegantly flattering while maintaining recognizable features; emphasis on grace
+- **Emotional tone:** Graceful elegance, refined sensibility, aristocratic charm (maternal warmth for feminine subjects; classical dignity for masculine subjects)
+- **Pose conventions:** Graceful three-quarter poses for feminine subjects; classical dignified positioning for masculine subjects; elegant hand positioning appropriate to subject
+- **IP Safeguard Declaration:** Create original late 18th-century aristocratic attire avoiding copyrighted elements
+- **Face-Treatment Flag:** `glazing-layers-buildup`
+- **Pose Flag:** `graceful-fluid`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Vigée Le Brun's gender-appropriate approach overrides any source characterization - maternal warmth and aristocratic refinement for feminine subjects; classical dignity and restrained elegance for masculine subjects
+- **Mode Selector:** Gallery (aristocratic portraiture with revolutionary intimacy)
+
+The final result must be an elegant celebration of aristocratic femininity and refined taste.
+
+------
+
+## 2. Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `3:4` (classical portrait format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely - extend elegant backgrounds or natural settings
+- **Spatial Allocation:** Subject positioned with graceful elegance, maternal intimacy when appropriate
+- **Background Treatment:** Extend naturalistic landscapes, elegant architectural elements, or atmospheric backgrounds seamlessly
+- **Format Justification:** 3:4 ratio serves Vigée Le Brun's elegant court tradition with optimal graceful proportions and maternal intimacy
+
+------
+
+## 3. Artistic Style & Context
+
+**Influences:** Rubens' glazing technique and color mastery, Raphael's Madonna compositions, Rousseau's naturalism philosophy, Old Master study through husband's collection
+
+**Medium/Production method:** Oil on wood panel with sophisticated glazing technique creating enamel-like quality. Paint application: building up pictorial surface with layers, colored glazes for flesh modeling. Golden highlights applied thickly, shadows strong but transparent.
+
+**Thematic purpose:** Aristocratic portraiture emphasizing grace, refinement, and revolutionary maternal intimacy - modernizing formal court traditions with natural sensibility and authentic emotional connection.
+
+**Hallmark motifs with quantified specifications:**
+
+- Revolutionary maternal warmth (intimate embraces, authentic smiles showing teeth - scandalous for period)
+- Rubens-inspired glazing technique (3-4 transparent layers building luminous flesh tones)
+- Natural hair styling (no powder, flowing natural textures inspired by Rousseau ideals)
+- Elegant costume simplicity (muslin dresses, flowing fabrics, rejection of rigid court fashion)
+- Golden highlight technique (thick paint application, always golden tonality as specified in her memoirs)
+
+**Period framing:** Late Ancien Régime France (1770s-1800s), revolutionary maternal portraiture, international aristocratic exile networks
+
+**Tone Tag:** Graceful elegance, maternal tenderness, aristocratic refinement, natural sensibility
+
+**Production Era Authenticity:** French court workshop standards adapted for revolutionary intimacy, international European court expectations during exile period
+
+------
+
+## 4. Technical Execution
+
+**Line Work:** Smooth, refined brushwork with elegant contours creating enamel-like surface quality. Brushstrokes building up pictorial surface through layering rather than visible individual marks. Emphasis on graceful form through sophisticated glazing technique.
+
+**Anatomical Stylization:** Idealized feminine proportions with graceful elongation emphasizing aristocratic refinement. Measurement specifications: classical proportions adapted for elegant femininity, maternal poses showing authentic physical intimacy.
+
+**Detail Hierarchy:** Rubens-inspired technique - colored glazes modeling subtle flesh tones, thick golden highlights, transparent shadows. Fabric rendering emphasizing texture variety: silk sheen, muslin simplicity, lace delicacy, natural hair flow.
+
+**Coloring Method:** Sophisticated glazing palette derived from Rubens study - "strong but transparent shadows," thick golden highlights. Flesh tones: warm, luminous through multiple glaze layers. Background: naturalistic landscape colors or elegant architectural tones.
+
+**Texture Specifications:** Flesh (enamel-like smoothness through glazing, 3-4 layer buildup); fabric (silk reflectivity, muslin simplicity, natural drape); hair (flowing natural texture, no powder effects); highlights (thick, golden application as specified).
+
+**Pose Anchors:** Head positioning: graceful tilts showing maternal warmth or aristocratic elegance for feminine subjects; dignified classical positioning for masculine subjects; shoulder placement: natural informality breaking court rigidity for women, restrained elegance maintaining classical bearing for men; gesture economy: meaningful hand positions showing relationship dynamics or intellectual refinement as appropriate to subject gender.
+
+**Scale Hierarchy Anchor:** Proportions idealized for aristocratic femininity while maintaining authentic maternal intimacy when appropriate.
+
+**Material Authenticity Anchor:** Authentic 18th-century oil painting surface with wood panel preparation and period-appropriate glazing technique.
+
+**Period Consistency Anchor:** All elements historically accurate to 1770s-1800s French and European court standards with revolutionary intimacy innovations.
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 portrait format with elegant grace and maternal warmth when appropriate.
+
+------
+
+## 5. Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks:**
+
+- **Aristocratic Feminine:** Simple muslin dresses (revolutionary for court), flowing silk gowns, natural elegance
+- **Revolutionary Maternal:** Informal embrace-friendly clothing, natural draping, accessible necklines for children
+- **Masculine Subjects:** Classical dignity with restrained elegance - avoid excessive maternal warmth, focus on noble bearing and intellectual refinement
+- **Court Traditional:** Formal aristocratic dress when required by patron expectations
+- **International Exile:** Adapted court dress for various European aristocratic expectations
+
+**Fabric Behavior with Period Accuracy:**
+
+- **Muslin:** Revolutionary simplicity, natural drape, Rousseau-influenced naturalism
+- **Silk:** Elegant sheen, refined drape, aristocratic luxury
+- **Natural Elements:** Flowing ribbons, simple jewelry, emphasis on natural beauty
+- **Hair Treatment:** No powder (revolutionary innovation), natural flowing textures, simple ornaments
+- **Maternal Adaptations:** Clothing allowing physical intimacy with children, accessible necklines
+
+**Accessory Caps:** Refined elegance (2-3 items maximum)
+
+- **Primary:** Simple pearl jewelry, natural hair ornaments, flowing ribbons
+- **Secondary:** Elegant gloves, refined brooches, maternal symbols
+- **Tertiary:** Simple rings, hair ribbons, natural elements
+- **Micro:** Fabric details, natural textures
+
+**Color Palette Restrictions:** Late 18th-century aristocratic palette with revolutionary simplicity - elegant whites (muslin revolution), soft pastels, natural flesh tones, refined blues and pinks. Avoid harsh or artificial colors.
+
+**Wardrobe Variation Required:** Cycle through documented Vigée Le Brun innovations - muslin simplicity, natural hair, maternal accessibility, international court adaptations.
+
+**Props (≤2 total):**
+
+- **Hero Prop:** Children (when maternal theme), artist tools (palette, brushes), symbols of refinement
+- **Micro Prop:** Flowers (roses preferred), books, musical instruments, maternal accessories
+
+**YAML Prop Pools:**
+
+```yaml
+maternal_intimacy:
+  - child_embrace
+  - infant_nursing
+  - maternal_gesture
+  - protective_positioning
+
+aristocratic_refinement:
+  - artist_palette
+  - elegant_book
+  - rose_flower
+  - pearl_strand
+
+masculine_dignity:
+  - classical_architecture
+  - intellectual_book
+  - landscape_vista
+  - noble_bearing_symbols
+
+natural_elements:
+  - flowing_ribbon
+  - simple_flower
+  - natural_setting
+  - landscape_background
+```
+
+**Coherence Filter:** All elements must support late 18th-century aristocratic elegance with revolutionary maternal intimacy; fallback to graceful simplicity.
+
+------
+
+## 6. Constraints
+
+**Canvas Negatives (≥2):**
+
+- ❌ "Original aspect ratio," "source dimensions," "unmodified framing"
+- ❌ Harsh or unflattering realism disrupting elegant idealization
+- ❌ Rigid court formality contradicting revolutionary intimacy
+- ❌ Modern interpretations of femininity or motherhood
+- ❌ Powder or artificial court styling contradicting natural philosophy
+
+**Canvas Positives (≥2):**
+
+- ✅ "Exactly 3:4 ratio," "recomposed for elegant portrait format"
+- ✅ "Rubens-inspired glazing technique with enamel-like quality," "golden highlights thick application"
+- ✅ "Revolutionary maternal intimacy with authentic emotional connection," "natural hair without powder"
+- ✅ "Graceful aristocratic elegance with refined simplicity," "strong transparent shadows"
+- ✅ "French court workshop standards with innovative natural sensibility"
+
+**Vocabulary Warnings:** Avoid "stiff," "rigid," "artificial" which contradict Vigée Le Brun's natural philosophy. Emphasize "graceful," "elegant," "maternal," "natural," "refined."
+
+------
+
+## 7. Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical Emphasis:** Subject dominance ≥75% with graceful elegant presence
+- **Hierarchical Staging:** Natural informality supporting maternal intimacy or aristocratic refinement
+- **Format Considerations:** Classical portrait proportions supporting elegant grace with revolutionary intimacy
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Natural perspective supporting intimate viewing; maternal closeness when appropriate
+- **Grid/Symmetry:** Graceful asymmetry supporting natural informality over rigid court balance
+- **Figure:Ground Ratio:** 70% figure prominence, 30% elegant environmental context
+- **Density Percentage:** Refined detail concentration optimized for intimate viewing (3-4 feet distance)
+- **Lighting Logic:** Natural lighting creating luminous flesh tones through glazing technique; golden highlight effects
+- **Detail:Negative Space Ratio:** Elegant selectivity supporting overall aristocratic impression with maternal warmth
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Wood panel with elegant preparation, French court workshop standards
+- **Frame/Band Anchor:** Omit entirely - pure painted elegant achievement
+- **Production Context Anchor:** Late 18th-century French/European court workshop with revolutionary intimacy innovations
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 classical portrait format
+
+**Environmental Integration:** Natural landscape backgrounds (Rousseau influence), elegant architectural settings (aristocratic context), simple atmospheric backgrounds supporting figure prominence.
+
+------
+
+## 8. Typography & Text Integration
+
+**Binary:** Omit entirely
+
+**Historical Accuracy:** Late 18th-century aristocratic portraits focused purely on elegant painted achievement and revolutionary maternal intimacy without text integration. Vigée Le Brun's innovations emphasized natural beauty and authentic emotional connection over textual elements.
+
+**Format-Specific Rules:** Museum documentation standard emphasizes pure artistic elegance and maternal revolution without textual distraction.
+
+------
+
+## Historical Context Integration
+
+**Revolutionary Maternal Innovation:** Vigée Le Brun's transformation of aristocratic portraiture through authentic maternal intimacy - first artist to show teeth in smile (scandalous 1787), revolutionary natural hair styling, authentic physical embraces with children inspired by personal motherhood experience.
+
+**Ancien Régime Context:** Portraits served dual function - maintaining aristocratic elegance while introducing revolutionary natural sensibility influenced by Rousseau's philosophy. Her "chemise dress" scandal (1783) represented clash between rigid court formality and emerging natural ideals.
+
+**Technical Innovation:** Rubens-inspired glazing technique creating "enamel-like quality" through sophisticated layering. Her documented advice: "strong but transparent shadows," "thick golden highlights," building up pictorial surface through colored glazes rather than direct painting.
+
+**International Success:** Twelve-year exile (1789-1801) demonstrated universal appeal of her elegant style across European courts - successful adaptations for Italian, Austrian, and Russian aristocracy while maintaining signature maternal warmth and technical excellence.
+
+**Cultural Authority:** Established new paradigm for feminine portraiture combining aristocratic refinement with authentic emotional connection. Her revolutionary approaches (natural hair, simple muslin, maternal intimacy) influenced entire generation of portrait painters and redefined acceptable feminine representation in art.
+
+---
+
+# Franz Xaver Winterhalter
+
+**Timeframe:** Mid-19th century European courts, peak years (1835-1873) **Historical Context:** Victorian royal portraiture, European monarchy zenith, luxurious materialism
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Face-Treatment Flag:** `oil-fat-over-lean` (oil on canvas with polished finish and meticulous preparation)
+- **Pose Flag:** `power-stance` (formal court positioning with aristocratic dignity and flattering idealization)
+- **Canvas Control Flag:** `strict-reframe` (recompose entirely for target ratio)
+- **Anti-Conventional Bias:** Authority to generate deliberately opulent, materialistic displays when historically accurate
+- **Material Physics Authority:** Intensive texture studies, polished finish, academic arrangement of poses
+- **Period Production Authenticity:** 1840s-1870s European court workshop methods, luxurious materialism standards
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media
+
+------
+
+## 1. Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait) - ignore source image dimensions completely.
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in Franz Xaver Winterhalter's mid-19th century court portrait style (1835-1873).
+
+- Preserve likeness through **flattering idealization** with emphasis on aristocratic elegance and material luxury
+- **Timeframe:** Peak European court period, Victorian era (1835-1873)
+- **Degree of likeness:** Elegantly flattering while maintaining recognizable features; emphasis on status and refinement
+- **Emotional tone:** Aristocratic dignity, material luxury, cosmopolitan elegance, royal authority
+- **Pose conventions:** Formal court positioning with aristocratic bearing; carefully constructed academic arrangements
+- **IP Safeguard Declaration:** Create original mid-19th century aristocratic attire avoiding copyrighted elements
+- **Face-Treatment Flag:** `oil-fat-over-lean`
+- **Pose Flag:** `power-stance`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Luxurious materialism and aristocratic refinement overrides any source characterization
+- **Mode Selector:** Gallery (court documentation with sumptuous elegance)
+
+The final result must be a carefully constructed image of status, elegance, and authority with dazzling technical virtuosity.
+
+------
+
+## 2. Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `3:4` (classical portrait format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely - extend sumptuous court backgrounds or elegant architectural elements
+- **Spatial Allocation:** Subject positioned with commanding aristocratic presence emphasizing status and luxury
+- **Background Treatment:** Extend rich court interiors, landscape vistas, or neutral backgrounds that support material display
+- **Format Justification:** 3:4 ratio serves Winterhalter's formal court tradition with optimal figure dignity and luxurious material emphasis
+
+------
+
+## 3. Artistic Style & Context
+
+**Influences:** French academic tradition, Horace Vernet mentorship, Italian Renaissance study, cosmopolitan European court aesthetics
+
+**Medium/Production method:** Oil on canvas with polished finish achieved through intensive and meticulous preparation. Academic arrangement of individual studio poses preceded by careful studies using professional models. Multiple media combinations: black chalk, oil paint, and gouache for preparatory work.
+
+**Thematic purpose:** Court portraiture emphasizing status, elegance, and authority - creating carefully constructed images of aristocratic power through material luxury and technical virtuosity.
+
+**Hallmark motifs with quantified specifications:**
+
+- Masterful textile rendering (silk with specific light reflection angles, tulle ethereal transparency, pearl luminosity)
+- Luxurious material display (detailed fabric textures, jewelry precision, courtly accessories)
+- Flattering yet dignified approach (idealized features maintaining individual character)
+- Academic pose construction (carefully placed figures, studied arrangements, formal dignity)
+- Polished surface finish (intensive preparation resulting in refined, elegant surface quality)
+
+**Period framing:** Mid-19th century European courts (1835-1873), Victorian monarchy zenith, international aristocratic networks
+
+**Tone Tag:** Aristocratic dignity, material luxury, cosmopolitan elegance, technical virtuosity
+
+**Production Era Authenticity:** Mid-19th century European court workshop standards with academic preparation methods and luxurious material emphasis
+
+------
+
+## 4. Technical Execution
+
+**Line Work:** Polished, refined brushwork creating smooth, elegant surface finish. Academic precision in drawing with careful attention to proportion and idealization. Invisible brushwork subordinated to overall refined effect.
+
+**Anatomical Stylization:** Idealized proportions with flattering enhancement while maintaining individual character recognition. Academic standards applied to figure construction with emphasis on aristocratic bearing.
+
+**Detail Hierarchy:** Intensive study of luxurious materials - silk (specific sheen patterns, drape behavior), tulle (transparency effects, ethereal quality), velvet (light absorption, rich texture), precious metals (reflective precision), pearls (luminous quality with surface modeling).
+
+**Coloring Method:** Rich, harmonious palette emphasizing luxury materials. Sophisticated color relationships supporting aristocratic refinement. Flesh tones: idealized yet natural, enhanced for flattering effect.
+
+**Texture Specifications:** Silk (45-degree highlight reflection, fluid drape); Tulle (semi-transparent layering, ethereal lightness); Velvet (light-absorbing depth, rich pile); Pearls (luminous surface with subtle reflection mapping); Metal (mirror-bright highlights, precise edge definition).
+
+**Pose Anchors:** Head positioning: aristocratic dignity with slight elevation; Shoulder placement: formal court bearing emphasizing status; Weight distribution: balanced formal stance; Gesture economy: meaningful hand positions displaying rings, holding symbols of authority.
+
+**Scale Hierarchy Anchor:** Proportions idealized for aristocratic enhancement - slight elongation for elegance, refined features for flattering effect.
+
+**Material Authenticity Anchor:** Authentic 19th-century oil painting surface with period-appropriate canvas preparation and academic technique.
+
+**Period Consistency Anchor:** All elements historically accurate to 1835-1873 European court standards with academic workshop methods.
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 portrait format with aristocratic commanding presence and material luxury display.
+
+------
+
+## 5. Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks:**
+
+- **Royal Feminine:** Court gowns with extensive trains, elaborate jewelry, crowns and tiaras, ceremonial robes
+- **Royal Masculine:** Military dress uniforms, ceremonial orders, formal court dress, royal regalia
+- **Aristocratic Feminine:** Elegant ball gowns, fashionable day wear, refined jewelry, sophisticated accessories
+- **Aristocratic Masculine:** Formal court dress, military uniforms with decorations, elegant civilian attire
+
+**Fabric Behavior with Period Accuracy:**
+
+- **Silk:** High reflectivity, specific drape patterns, luxurious sheen with documented light behavior
+- **Tulle:** Ethereal transparency, layered effects, delicate volume creation
+- **Velvet:** Rich light absorption, pile direction visibility, luxurious weight and drape
+- **Satin:** Mirror-like reflectivity, crisp edges, formal elegance
+- **Ermine:** Individual hair rendering, royal symbolism, luxurious texture
+- **Lace:** Intricate pattern work, transparency effects, delicate detail
+
+**Accessory Caps:** Elaborate (3-4 items maximum)
+
+- **Primary:** Crowns, tiaras, orders of knighthood, ceremonial jewelry
+- **Secondary:** Elegant gloves, court fans, formal sashes, decorative brooches
+- **Tertiary:** Precious rings, elaborate earrings, court medals, luxury buttons
+- **Micro:** Fabric trim details, small jeweled elements, refined textures
+
+**Color Palette Restrictions:** Mid-19th century court palette with luxurious emphasis - royal blues, deep crimsons, elegant whites, gold accents, rich blacks. Sophisticated color harmonies emphasizing material luxury.
+
+**Wardrobe Variation Required:** Cycle through documented European court fashion variations - French elegance, British formality, German precision, international aristocratic styles.
+
+**Props (≤2 total):**
+
+- **Hero Prop:** Crown, scepter, military sword, court documents, symbols of authority
+- **Micro Prop:** Elegant flowers, luxury accessories, books, refined objects
+
+**YAML Prop Pools:**
+
+```yaml
+royal_regalia:
+  - crown_tiara
+  - ceremonial_sword
+  - royal_scepter
+  - court_orders
+
+aristocratic_luxury:
+  - elegant_fan
+  - luxury_gloves
+  - precious_jewelry
+  - court_medal
+
+refined_elements:
+  - elegant_flowers
+  - luxury_book
+  - decorative_vase
+  - refined_furniture
+```
+
+**Coherence Filter:** All elements must support mid-19th century European court luxury with academic refinement; fallback to elegant simplicity with material emphasis.
+
+------
+
+## 6. Constraints
+
+**Canvas Negatives (≥2):**
+
+- ❌ "Original aspect ratio," "source dimensions," "unmodified framing"
+- ❌ Rough or unrefined technique disrupting polished academic finish
+- ❌ Informal or casual treatment contradicting aristocratic dignity
+- ❌ Modern interpretations or anachronistic elements
+- ❌ Simplified or stylized approach reducing luxurious material emphasis
+
+**Canvas Positives (≥2):**
+
+- ✅ "Exactly 3:4 ratio," "recomposed for classical court portrait format"
+- ✅ "Polished academic finish with intensive material studies," "luxurious textile rendering"
+- ✅ "Aristocratic dignity with flattering idealization," "formal court positioning"
+- ✅ "Carefully constructed academic arrangement," "meticulous preparation standards"
+- ✅ "Mid-19th century European court workshop methods with technical virtuosity"
+
+**Vocabulary Warnings:** Avoid "rough," "casual," "simple" which contradict Winterhalter's luxurious refinement. Emphasize "polished," "aristocratic," "luxurious," "refined," "elegant."
+
+------
+
+## 7. Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical Emphasis:** Subject dominance ≥70% with aristocratic commanding presence
+- **Hierarchical Staging:** Academic arrangement supporting material luxury display and status projection
+- **Format Considerations:** Classical portrait proportions supporting formal court dignity with luxurious emphasis
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Academic perspective supporting aristocratic elevation; formal court viewing angle
+- **Grid/Symmetry:** Carefully balanced composition with academic precision supporting dignity
+- **Figure:Ground Ratio:** 65% figure prominence, 35% luxurious environmental context
+- **Density Percentage:** High detail concentration on luxury materials optimized for formal viewing (4-6 feet distance)
+- **Lighting Logic:** Sophisticated studio lighting creating ideal material display and flattering flesh modeling
+- **Detail:Negative Space Ratio:** Academic selectivity supporting overall aristocratic impression with material luxury
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Canvas with academic preparation, mid-19th century court workshop standards
+- **Frame/Band Anchor:** Omit entirely - pure painted aristocratic achievement
+- **Production Context Anchor:** European court workshop with academic standards and luxurious material emphasis
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 classical portrait format
+
+**Environmental Integration:** Rich court interiors (elaborate furniture, architectural elements), elegant landscape vistas (aristocratic estates), or sophisticated neutral backgrounds supporting figure prominence and material display.
+
+------
+
+## 8. Typography & Text Integration
+
+**Binary:** Omit entirely
+
+**Historical Accuracy:** Mid-19th century court portraits focused purely on painted aristocratic achievement and material luxury display without text integration. Winterhalter's academic approach emphasized technical virtuosity and refined elegance over textual elements.
+
+**Format-Specific Rules:** Museum documentation standard emphasizes pure artistic refinement and luxurious material display without textual distraction.
+
+------
+
+## Historical Context Integration
+
+**Court Portrait Revolution:** Winterhalter's transformation of European court portraiture through flattering idealization combined with material luxury emphasis. His cosmopolitan style transcended national boundaries, becoming the preferred aesthetic for aristocracy across Europe.
+
+**Victorian Era Context:** Portraits served to project aristocratic authority and refinement during the zenith of European monarchy. Material luxury and technical virtuosity demonstrated both personal wealth and cultural sophistication appropriate to ruling class status.
+
+**Technical Innovation:** Academic preparation methods using professional models and careful studies in multiple media. His intensive study of luxury materials created unprecedented tactile realism that enhanced the aristocratic appeal of his portraits.
+
+**International Success:** Career spanning major European courts - French (Louis-Philippe, Napoleon III), British (Queen Victoria), German, Austrian, Russian, Spanish, and Portuguese royalty. Universal appeal of his elegant, flattering style across cultural boundaries.
+
+**Cultural Authority:** Established definitive visual record of mid-19th century European aristocracy at height of power. Queen Victoria's assessment: "His works will rank in time with Vandyck...There was not another portrait painter like him in the world." His carefully constructed images of status and elegance became the standard for aristocratic representation.
+
+---
+
+# John Singer Sargent
+
+**Timeframe:** Gilded Age and Edwardian era (1880-1920) **Historical Context:** Transatlantic elite portraiture, American industrialist wealth, British aristocracy
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via psychological penetration and confident gesture, never idealized flattery
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** Alla prima wet-on-wet application supersedes visual appearance descriptions
+- **Face-Treatment Flag:** `alla-prima-direct` (direct painting with loaded brush, tonal modeling, nervous energy)
+- **Pose Flag:** `psychological-tension` (confident asymmetry revealing character, power dynamics)
+- **Canvas Control Flag:** `strict-reframe` (recompose entirely for target ratio)
+- **Anti-Conventional Bias:** Authority to expose psychological undercurrents, social ambition, nervous energy of subjects
+- **Material Physics Authority:** Heavy impasto application, wet-on-wet blending, brush-held-at-end technique
+- **Period Production Authenticity:** 1880-1920 studio methods, professional model studies, intensive preparation
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Material authenticity:** Authentic oil painting surface with period-appropriate canvas preparation and alla prima technique
+- **Psychological Authority:** Expose ambition, decadence, nervous energy beneath aristocratic surfaces
+
+------
+
+## 1. Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait) - ignore source image dimensions completely.
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in John Singer Sargent's Gilded Age aristocratic portrait style (1880-1920).
+
+- Preserve likeness through **psychological penetration** with emphasis on confident gesture and nervous energy beneath aristocratic surfaces
+- **Timeframe:** Peak Gilded Age through Edwardian era (1880-1920)
+- **Degree of likeness:** Psychologically revealing while maintaining dignity; emphasis on character exposure over flattery
+- **Emotional tone:** Confident authority with underlying nervous energy, social ambition, aristocratic power dynamics
+- **Pose conventions:** Asymmetrical confidence revealing personality; studied casualness masking intensive preparation
+- **IP Safeguard Declaration:** Create original Gilded Age aristocratic attire avoiding copyrighted elements
+- **Face-Treatment Flag:** `alla-prima-direct`
+- **Pose Flag:** `psychological-tension`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Psychological insight and technical virtuosity overrides any source characterization
+- **Mode Selector:** Gallery (aristocratic documentation with penetrating insight)
+
+The final result must reveal the subject's inner character through confident brushwork and sophisticated color relationships.
+
+------
+
+## 2. Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `3:4` (classical portrait format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely - extend sophisticated architectural or atmospheric backgrounds
+- **Spatial Allocation:** Subject positioned with confident asymmetry emphasizing psychological presence and social status
+- **Background Treatment:** Extend rich interior spaces, atmospheric effects, or architectural elements supporting figure prominence
+- **Format Justification:** 3:4 ratio serves Sargent's aristocratic tradition with optimal figure dignity and psychological revelation
+
+------
+
+## 3. Artistic Style & Context
+
+**Influences:** Carolus-Duran direct painting method, Velázquez tonal approach, Frans Hals brushwork confidence, cosmopolitan European training
+
+**Medium/Production method:** Oil on canvas using alla prima (wet-on-wet) technique with heavily loaded brush held at extreme end like conductor's baton. Intensive preliminary studies using professional models. Middle-tone foundation building outward to highlights and accents. Physical painting process: constant movement between observation distance and close application, energetic "jabbing" brushstrokes.
+
+**Thematic purpose:** Psychological portraiture of Gilded Age elite revealing character beneath aristocratic surfaces - exposing ambition, nervous energy, and social dynamics through technical virtuosity and penetrating observation.
+
+**Hallmark motifs with quantified specifications:**
+
+- Confident asymmetrical poses (15-30 degree shoulder-hip differential revealing personality)
+- Luxurious fabric rendering (silk with 45-degree highlight reflection, velvet light-absorption depth)
+- Psychological gesture economy (meaningful hand positions, 2-3 decisive gestures maximum)
+- Atmospheric background integration (soft focus supporting figure, 30-40% environmental context)
+- Nervous energy brushwork (visible tool marks, 3-5mm impasto thickness, energetic application direction)
+
+**Period framing:** Gilded Age America and Edwardian Britain (1880-1920), industrial wealth display, transatlantic aristocratic networks
+
+**Tone Tag:** Psychological penetration, confident technique, aristocratic nervous energy, technical virtuosity
+
+**Production Era Authenticity:** 1880-1920 studio standards with alla prima direct painting methods and intensive model preparation
+
+------
+
+## 4. Technical Execution
+
+**Line Work:** Confident, energetic brushwork with brush held at extreme end creating spring-like fluidity. Visible tool marks subordinated to overall tonal harmony. Drawing achieved through direct paint application rather than preliminary outline.
+
+**Anatomical Stylization:** Psychologically revealing proportions emphasizing character traits. Academic accuracy combined with interpretive enhancement of personality markers through gesture and expression.
+
+**Detail Hierarchy:** Selective focus prioritizing psychological revelation - sharp detail on character-revealing features (eyes, hands, fabric textures), atmospheric treatment of supporting elements. Fabric specificity: silk (45-degree reflective highlights, fluid drape), velvet (light-absorbing depth, directional pile), satin (mirror-bright edges, crisp fold definition).
+
+**Coloring Method:** Sophisticated tonal relationships built from middle values outward. Rich, harmonious palette supporting psychological insight. Flesh tones: naturalistic with subtle color temperature variations revealing mood and character.
+
+**Texture Specifications:** Impasto thickness 3-5mm applied with loaded brush; Silk (reflective angles, flowing movement); Velvet (light absorption, rich depth); Flesh (subtle color temperature shifts, atmospheric modeling); Hair (directional stroke economy, selective detail concentration).
+
+**Pose Anchors:** Head positioning: psychological engagement with 5-15 degree tilt revealing character; Shoulder-hip differential: 15-30 degree asymmetry showing confidence; Weight distribution: studied casualness masking preparation; Gesture economy: 2-3 meaningful hand positions maximum.
+
+**Scale Hierarchy Anchor:** Proportions emphasizing psychological presence - slight enhancement of character-revealing features, atmospheric subordination of supporting elements.
+
+**Material Authenticity Anchor:** Authentic alla prima oil technique with period-appropriate canvas preparation and direct painting application.
+
+**Period Consistency Anchor:** All elements historically accurate to 1880-1920 aristocratic standards with documented studio methods.
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 portrait format with psychological presence and aristocratic dignity.
+
+------
+
+## 5. Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks:**
+
+- **Gilded Age Feminine:** Elaborate evening gowns, Worth couture, sophisticated day wear, European fashion leadership
+- **Gilded Age Masculine:** Formal court dress, military uniforms with decorations, elegant civilian attire, professional regalia
+- **Aristocratic Feminine:** British court presentation dress, sophisticated mourning attire, artistic dress movement, jeweled accessories
+- **Aristocratic Masculine:** British formal wear, diplomatic dress, sporting attire, academic robes
+
+**Fabric Behavior with Period Accuracy:**
+
+- **Silk:** High reflectivity with 45-degree highlight angles, sophisticated drape patterns, luxurious weight
+- **Velvet:** Deep light absorption, directional pile visibility, rich texture depth
+- **Satin:** Mirror-bright reflectivity, crisp edge definition, formal elegance
+- **Tulle:** Ethereal transparency, layered volume effects, delicate detail
+- **Lace:** Intricate pattern precision, selective transparency, refined craftsmanship
+- **Brocade:** Raised pattern definition, metallic thread highlights, formal richness
+
+**Accessory Caps:** Sophisticated (2-3 items maximum) - emphasis on meaningful character revelation
+
+- **Primary:** Pearl strands, significant jewelry, formal decorations, symbols of authority
+- **Secondary:** Elegant gloves, refined accessories, cultural markers, professional symbols
+- **Tertiary:** Subtle details supporting character - rings, brooches, watch chains, refined buttons
+
+**Color Palette Restrictions:** Sophisticated Gilded Age palette - rich blacks, elegant whites, deep jewel tones, subtle earth harmonies. Psychological color choices supporting character revelation.
+
+**Wardrobe Variation Required:** Cycle through documented period fashion leadership - Parisian couture, British formal standards, American industrial wealth display.
+
+**Props (≤2 total):**
+
+- **Hero Prop:** Books (intellectual character), fans (social sophistication), flowers (refined taste), furniture (status indication)
+- **Micro Prop:** Jewelry details, fabric elements, architectural features, atmospheric effects
+
+**YAML Prop Pools:**
+
+```yaml
+aristocratic_authority:
+  - pearl_strand
+  - formal_decoration
+  - architectural_chair
+  - luxury_book
+
+refined_sophistication:
+  - elegant_fan
+  - refined_gloves
+  - cultural_artifact
+  - artistic_element
+
+character_revelation:
+  - meaningful_flowers
+  - status_furniture
+  - professional_symbol
+  - psychological_gesture
+```
+
+**Coherence Filter:** All elements must support 1880-1920 aristocratic authenticity with psychological insight; fallback to elegant simplicity with character emphasis.
+
+------
+
+## 6. Constraints
+
+**Canvas Negatives (≥2):**
+
+- ❌ "Original aspect ratio," "source dimensions," "unmodified framing"
+- ❌ Rigid academic outline approach disrupting alla prima directness
+- ❌ Idealized flattery contradicting psychological penetration
+- ❌ Tentative or hesitant brushwork reducing confident technique
+- ❌ Uniform detail density preventing selective focus hierarchy
+
+**Canvas Positives (≥2):**
+
+- ✅ "Exactly 3:4 ratio," "recomposed for aristocratic portrait format"
+- ✅ "Alla prima direct painting with loaded brush technique," "psychological penetration with confident brushwork"
+- ✅ "Nervous energy beneath aristocratic surfaces," "asymmetrical confidence revealing character"
+- ✅ "Middle-tone foundation building to highlights," "intensive preparation with energetic application"
+- ✅ "1880-1920 Gilded Age studio methods with technical virtuosity"
+
+**Vocabulary Warnings:** Avoid "tentative," "idealized," "uniform detail" which contradict Sargent's confident psychological approach. Emphasize "penetrating," "confident," "energetic," "revealing," "sophisticated."
+
+------
+
+## 7. Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical Emphasis:** Subject dominance ≥65% with psychological commanding presence
+- **Asymmetrical Staging:** Confident off-center positioning revealing character dynamics and social authority
+- **Format Considerations:** Classical portrait proportions supporting aristocratic dignity with psychological revelation
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Eye-level psychological engagement; sophisticated viewing angle supporting character revelation
+- **Grid/Symmetry:** Dynamic asymmetry with studied casualness masking intensive preparation
+- **Figure:Ground Ratio:** 65% figure prominence, 35% atmospheric environmental context supporting psychological presence
+- **Density Percentage:** Selective detail concentration on character-revealing features optimized for formal viewing (6-8 feet distance)
+- **Lighting Logic:** Sophisticated studio lighting creating psychological modeling and luxurious material display
+- **Detail:Negative Space Ratio:** Strategic selectivity supporting overall psychological impression with aristocratic presence
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Canvas with period academic preparation, 1880-1920 professional studio standards
+- **Frame/Band Anchor:** Omit entirely - pure painted aristocratic achievement with psychological penetration
+- **Production Context Anchor:** Gilded Age studio with professional model standards and alla prima technique
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 aristocratic portrait format
+
+**Environmental Integration:** Rich interior spaces (luxurious furnishings, architectural elements), sophisticated atmospheric effects (studio lighting, environmental mood), or elegant architectural backgrounds supporting figure prominence and psychological revelation.
+
+------
+
+## 8. Typography & Text Integration
+
+**Binary:** Omit entirely
+
+**Historical Accuracy:** 1880-1920 aristocratic portraits focused purely on psychological revelation through painted technique and sophisticated material display. Sargent's alla prima approach emphasized technical virtuosity and penetrating character insight over textual elements.
+
+**Format-Specific Rules:** Museum documentation standard emphasizes pure artistic achievement and psychological penetration without textual distraction.
+
+------
+
+## Historical Context Integration
+
+**Gilded Age Revolution:** Sargent's transformation of aristocratic portraiture through psychological penetration combined with technical virtuosity. His alla prima method revealed the nervous energy and social ambition beneath aristocratic surfaces, creating definitive visual documentation of transatlantic elite during industrial wealth peak.
+
+**Technical Innovation:** Revolutionary alla prima approach using heavily loaded brush held at extreme end, creating energetic application technique. Middle-tone foundation building outward to highlights, allowing confident tonal relationships and psychological modeling. Intensive preparation using professional models preceded energetic direct painting sessions.
+
+**Psychological Authority:** Penetrating observation revealing character beneath social surfaces. His portraits expose the ambition, nervous energy, and social dynamics of Gilded Age elite while maintaining aristocratic dignity through sophisticated technique and compositional confidence.
+
+**International Success:** Career spanning American industrial wealth and British aristocracy, establishing definitive visual record of transatlantic elite. His psychological insight and technical confidence created portraits that revealed both individual character and broader social dynamics of the era.
+
+**Cultural Legacy:** Established new standard for aristocratic portraiture combining psychological revelation with technical virtuosity. His confident brushwork and penetrating insight created lasting documentation of Gilded Age elite at the height of industrial wealth and social transformation.
+
+---
+
+# Jacques-Louis David
+
+**Timeframe:** Late 18th to Early 19th century (1775-1825) **Historical Context:** French monarchy, Revolutionary period, Napoleonic Empire - moral exemplars through classical authority
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via classical idealization and moral authority, never psychological penetration
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** Linear contour construction supersedes tonal modeling
+- **Face-Treatment Flag:** `linear-anatomical-destruction` (precise contour definition with sculptural modeling)
+- **Pose Flag:** `hieratic-formal` (classical authority with rigid compositional control)
+- **Canvas Control Flag:** `strict-reframe` (recompose entirely for target ratio)
+- **Anti-Conventional Bias:** Authority to impose austere moral gravity over decorative pleasure
+- **Material Physics Authority:** Smooth polished surface, invisible brushwork, classical precision
+- **Period Production Authenticity:** Late 18th/early 19th century French academic methods with classical preparation
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Material authenticity:** Authentic oil painting surface with period-appropriate classical preparation and linear precision
+- **Classical Authority:** Impose Greco-Roman sculptural ideals and Enlightenment rationality over individual character
+
+------
+
+## 1. Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait) - ignore source image dimensions completely.
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in Jacques-Louis David's Neoclassical aristocratic portrait style (1775-1825).
+
+- Preserve likeness through **classical idealization** with emphasis on moral authority and sculptural dignity
+- **Timeframe:** French Neoclassical period spanning monarchy, revolution, and empire (1775-1825)
+- **Degree of likeness:** Classically idealized while maintaining recognizable features; emphasis on moral exemplar over individual psychology
+- **Emotional tone:** Austere dignity, rational composure, classical authority, Enlightenment virtue
+- **Pose conventions:** Hieratic formality with rigid compositional control; calculated arrangement supporting moral message
+- **IP Safeguard Declaration:** Create original classical period attire avoiding copyrighted elements
+- **Face-Treatment Flag:** `linear-anatomical-destruction`
+- **Pose Flag:** `hieratic-formal`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Classical moral authority and linear precision overrides any source characterization
+- **Mode Selector:** Gallery (moral exemplar documentation with classical gravitas)
+
+The final result must embody Enlightenment virtue through rigorous classical composition and austere dignity.
+
+------
+
+## 2. Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `3:4` (classical portrait format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely - extend classical architectural backgrounds or neutral atmospheric spaces
+- **Spatial Allocation:** Subject positioned with classical formality emphasizing moral authority and rational composure
+- **Background Treatment:** Extend restrained classical architecture, neutral atmospheric effects, or symbolic elements supporting moral message
+- **Format Justification:** 3:4 ratio serves David's classical tradition with optimal moral authority and compositional control
+
+------
+
+## 3. Artistic Style & Context
+
+**Influences:** Nicolas Poussin compositional rigor, classical Roman sculpture, Enlightenment philosophy, French academic tradition, Greek and Roman moral exemplars
+
+**Medium/Production method:** Oil on canvas with polished, invisible brushwork technique. Extensive preliminary drawing establishing precise linear contours. Classical preparation methods with smooth surface finish. Linear construction from contour outward, sculptural modeling through gradual tonal transitions. Invisible technique subordinated to classical ideal.
+
+**Thematic purpose:** Aristocratic portraiture serving as moral exemplars - creating classical authority figures embodying Enlightenment virtue, rational composure, and civic duty through rigorous compositional control and sculptural idealization.
+
+**Hallmark motifs with quantified specifications:**
+
+- Rigorous linear contours (precise edge definition, 1-2mm line weight, classical sculptural clarity)
+- Hieratic compositional control (geometric organization, 90-degree angle emphasis, architectural stability)
+- Classical drapery rendering (geometric fold patterns, sculptural weight simulation, 15-20 degree angle repetition)
+- Moral gesture economy (meaningful hand positions limited to 1-2 classical poses, symbolic object interaction)
+- Polished surface finish (invisible brushwork, smooth gradations, classical perfection ideal)
+
+**Period framing:** French Neoclassical era (1775-1825), Enlightenment rationality, classical revival, moral philosophy emphasis
+
+**Tone Tag:** Classical authority, moral gravitas, rational composure, austere dignity
+
+**Production Era Authenticity:** Late 18th/early 19th century French academic standards with classical preparation methods and linear precision emphasis
+
+------
+
+## 4. Technical Execution
+
+**Line Work:** Invisible brushwork creating polished, smooth surface finish. Classical linear precision with contour-based construction. Drawing through paint application maintaining sculptural clarity and academic perfection.
+
+**Anatomical Stylization:** Classical idealization based on Greco-Roman sculptural models. Academic proportions emphasizing dignity and moral authority through geometric harmony and rational structure.
+
+**Detail Hierarchy:** Hierarchical selectivity supporting moral message - sharp classical precision on authority-conveying features (face, hands, symbolic elements), controlled subordination of decorative elements to maintain austere dignity.
+
+**Coloring Method:** Restrained classical palette supporting moral gravitas. Sophisticated tonal relationships built through gradual modeling. Flesh tones: idealized classical modeling with sculptural clarity and dignity emphasis.
+
+**Texture Specifications:** Polished surface uniformity with invisible technique; Classical drapery (geometric fold patterns, sculptural weight, 15-20 degree repetitive angles); Flesh (smooth gradations, sculptural modeling, classical idealization); Accessories (precise material definition, symbolic clarity, restrained luxury indication).
+
+**Pose Anchors:** Head positioning: classical authority with frontal dignity emphasis; Shoulder placement: hierarchical formality supporting moral message; Weight distribution: geometric stability with rational composure; Gesture economy: 1-2 meaningful classical positions maximum, symbolic interaction emphasis.
+
+**Scale Hierarchy Anchor:** Proportions based on classical sculptural ideals - geometric harmony emphasizing moral authority, rational structure supporting Enlightenment virtue.
+
+**Material Authenticity Anchor:** Authentic late 18th/early 19th century oil technique with period-appropriate classical preparation and linear precision.
+
+**Period Consistency Anchor:** All elements historically accurate to 1775-1825 French Neoclassical standards with academic methods and moral philosophy emphasis.
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 classical portrait format with moral authority and hierarchical dignity.
+
+------
+
+## 5. Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks:**
+
+- **Imperial Masculine:** Napoleonic court dress, military uniforms with decorations, imperial regalia, formal state attire
+- **Imperial Feminine:** Empire waist gowns, classical drapery, refined jewelry, neo-antique styling
+- **Aristocratic Masculine:** Late 18th century court dress, formal civilian attire, classical costume elements, moral authority indicators
+- **Aristocratic Feminine:** Classical gown styling, restrained luxury, virtue-indicating dress, neo-antique inspiration
+
+**Fabric Behavior with Period Accuracy:**
+
+- **Silk:** Controlled reflectivity with geometric highlight patterns, classical drape behavior, restrained luxury indication
+- **Velvet:** Structured depth with geometric fold emphasis, classical weight simulation
+- **Ermine:** Individual marking precision, royal symbolism, classical luxury standard
+- **Linen:** Classical simplicity with virtue emphasis, geometric drape patterns
+- **Brocade:** Restrained pattern work with moral message support, classical luxury hierarchy
+- **Classical Drapery:** Sculptural fold patterns with 15-20 degree repetitive angles, Greco-Roman inspiration
+
+**Accessory Caps:** Restrained Classical (1-2 items maximum) - emphasis on moral authority over decorative display
+
+- **Primary:** Classical laurel wreaths, imperial regalia, moral authority symbols, virtue indicators
+- **Secondary:** Restrained jewelry, classical pins, formal decorations, symbolic elements
+- **Micro:** Minimal decorative elements supporting moral message - classical details, virtue symbols
+
+**Color Palette Restrictions:** Classical restraint palette - dignified whites, authoritative reds, classical blues, moral browns, virtue-indicating earth tones. Sophisticated relationships supporting moral gravitas over decorative pleasure.
+
+**Wardrobe Variation Required:** Cycle through documented French Neoclassical standards - imperial formality, classical virtue, moral authority, Enlightenment dignity.
+
+**Props (≤2 total):**
+
+- **Hero Prop:** Books (intellectual authority), scrolls (classical learning), architectural elements (rational order), moral symbols (virtue indication)
+- **Micro Prop:** Classical details, geometric elements, architectural features, virtue symbols
+
+**YAML Prop Pools:**
+
+```yaml
+classical_authority:
+  - laurel_wreath
+  - classical_scroll
+  - architectural_column
+  - virtue_symbol
+
+moral_exemplar:
+  - philosophical_book
+  - classical_bust
+  - geometric_instrument
+  - rational_symbol
+
+enlightenment_dignity:
+  - classical_architecture
+  - virtue_inscription
+  - moral_attribute
+  - rational_order
+```
+
+**Coherence Filter:** All elements must support 1775-1825 French Neoclassical moral authority with classical dignity; fallback to austere simplicity with virtue emphasis.
+
+------
+
+## 6. Constraints
+
+**Canvas Negatives (≥2):**
+
+- ❌ "Original aspect ratio," "source dimensions," "unmodified framing"
+- ❌ Rococo decorative pleasure disrupting classical moral gravity
+- ❌ Individual psychology contradicting moral exemplar status
+- ❌ Visible brushwork reducing polished classical perfection
+- ❌ Asymmetrical informality preventing hierarchical dignity
+
+**Canvas Positives (≥2):**
+
+- ✅ "Exactly 3:4 ratio," "recomposed for classical portrait format"
+- ✅ "Linear precision with polished invisible brushwork," "classical sculptural modeling"
+- ✅ "Moral authority through hierarchical dignity," "Enlightenment virtue emphasis"
+- ✅ "Geometric compositional control," "classical preparation with austere gravitas"
+- ✅ "1775-1825 French Neoclassical methods with moral exemplar status"
+
+**Vocabulary Warnings:** Avoid "decorative," "informal," "psychological" which contradict David's moral classical approach. Emphasize "classical," "moral," "austere," "rational," "virtuous."
+
+------
+
+## 7. Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical Emphasis:** Subject dominance ≥70% with classical moral commanding presence
+- **Hierarchical Staging:** Geometric organization supporting virtue message and rational authority
+- **Format Considerations:** Classical portrait proportions supporting moral exemplar status with austere dignity
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Classical frontality with moral authority viewing angle; rational hierarchical organization
+- **Grid/Symmetry:** Geometric precision with 90-degree emphasis supporting classical stability
+- **Figure:Ground Ratio:** 70% figure prominence, 30% classical environmental context supporting moral message
+- **Density Percentage:** Hierarchical selectivity with virtue emphasis optimized for formal contemplation (8-10 feet distance)
+- **Lighting Logic:** Classical modeling light creating sculptural dignity and moral authority revelation
+- **Detail:Negative Space Ratio:** Austere selectivity supporting overall moral impression with classical gravitas
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Canvas with classical academic preparation, late 18th/early 19th century French standards
+- **Frame/Band Anchor:** Omit entirely - pure painted moral achievement with classical authority
+- **Production Context Anchor:** French Neoclassical studio with academic standards and moral philosophy emphasis
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 classical portrait format
+
+**Environmental Integration:** Classical architectural elements (columns, pediments, geometric organization), restrained atmospheric effects (supporting moral gravity), or neutral backgrounds emphasizing figure authority and virtue message.
+
+------
+
+## 8. Typography & Text Integration
+
+**Binary:** Omit entirely
+
+**Historical Accuracy:** 1775-1825 aristocratic portraits focused purely on moral exemplar status through classical painted technique and sculptural dignity. David's academic approach emphasized virtue through visual means and classical authority over textual elements.
+
+**Format-Specific Rules:** Museum documentation standard emphasizes pure classical achievement and moral authority without textual distraction.
+
+------
+
+## Historical Context Integration
+
+**Neoclassical Revolution:** David's transformation of aristocratic portraiture through moral exemplar emphasis combined with classical authority. His academic method created definitive visual language for Enlightenment virtue, serving monarchy, revolution, and empire through adaptable moral gravitas.
+
+**Technical Innovation:** Rigorous linear construction with invisible brushwork technique creating polished classical perfection. His preparatory drawing methods and sculptural modeling established new standard for academic precision subordinated to moral message.
+
+**Moral Authority:** Classical idealization revealing virtue through visual means rather than individual psychology. His portraits embody Enlightenment philosophy and rational composure while maintaining aristocratic dignity through geometric compositional control.
+
+**Political Adaptability:** Career spanning three regimes demonstrated classical moral language's versatility. His hierarchical dignity and virtue emphasis served royal authority, revolutionary ideals, and imperial propaganda through consistent classical method.
+
+**Cultural Legacy:** Established definitive visual record of French Neoclassical aristocracy through moral exemplar approach. His austere dignity and classical authority became standard for portraying political leadership and social virtue through rigorous academic technique.
\ No newline at end of file
diff --git a/styles-source/archive/silver_age_comic_covers_analysis.md b/styles-source/archive/silver_age_comic_covers_analysis.md
new file mode 100644
index 0000000..14e7e38
--- /dev/null
+++ b/styles-source/archive/silver_age_comic_covers_analysis.md
@@ -0,0 +1,1114 @@
+# Silver Age Superhero Comic Covers 
+
+# Jack Kirby
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original superhero** in **Jack Kirby's monumental Silver Age style** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original superhero character with completely distinct costume design, unique chest symbol, and different color scheme - avoid any resemblance to existing Marvel/DC properties. **Likeness (style-first):** Identity via **heroic power pose/cosmic energy demonstration/explosive action stance**; integrate into **Silver Age comic medium** emphasizing **monumental heroic idealization** and **explosive kinetic energy** while **preserving subject's gender presentation and core facial features**. **Face-Treatment Flag:** `poster-ink` with **four-color halftone dots** **Pose Flag:** `power-stance` with **cosmic grandeur** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Kirby's monumental energy overrides realistic proportions, prioritizing **raw power** and **cosmic mythology** over anatomical accuracy. **Mode Selector:** Epic Superhero Comic Cover with Vertex Comics branding.
+
+## 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Silver Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with explosive hero prominence and cosmic energy environments
+- **Spatial Allocation:** Hero dominance 50-60%, cosmic effects/energy patterns 20-25%, typography zones 15-20%, background 5-10%
+- **Background Treatment:** Cosmic environments with Kirby Krackle energy fields and space for dramatic typography
+- **Format Justification:** Comic cover requires explosive layout for maximum visual impact with integrated cosmic mythology
+
+## 3) Artistic Style & Context
+
+Jack Kirby's revolutionary Silver Age style (1961-1970) established **cosmic superhero mythology** through **monumental heroic idealization** and **explosive visual storytelling**. Production method emphasizes **bold geometric construction** with **blocky anatomical masses**, **primary color dominance**, and **cosmic-scale adventure scenarios with mythological grandeur**. **Paper substrate:** **Newsprint with four-color halftone printing** creating **visible dot patterns and slight registration drift**. Purpose focuses on **mythic heroism** through **cosmic power demonstration** and **explosive action presentation** within **Marvel Silver Age comic production**. Hallmark motifs include **Kirby Krackle: clusters of solid black circular dots varying in size from 2-8mm diameter, densely packed in organic bubble-like formations to represent cosmic energy, explosions, or negative space**, **monumental character poses with arms spread wide and fists clenched**, **geometric muscle construction with blocky, powerful proportions**, **cosmic backgrounds with abstract energy patterns and space phenomena**, and **dramatic foreshortening with upward camera angles making heroes appear godlike**. Period framing encompasses **1960s Space Age optimism** with **atomic age power concepts** creating **cosmic mythology for modern audiences**.
+
+**Innovation line:** **Cosmic superhero mythology establishment** / **Four-color halftone printing mastery** / **Newsprint comic reproduction** / **Kirby-Lee creative partnership**.
+
+## 4) Technical Execution
+
+**Line:** **Bold, geometric weights** at **2.5-4.0 pt** for **character outlines** with **blocky construction** and **angular joint definition**. **Explosive energy lines** with **tapered radiating bursts** and **clean geometric edge definition**. **Halftone dot patterns** visible at **65-85 LPI** for **authentic Silver Age reproduction**. **Color:** **Primary color dominance** with **high saturation relationships** - **blues, reds, yellows, greens** in **four-color process with slight registration drift**. **Cosmic color effects** with **purples and magentas for space scenes** and **energy phenomena rendering**. **Texture:** **Newsprint paper grain** with **ink absorption patterns** and **visible halftone dot structure**. **Four-color printing limitations** with **slight cyan/magenta/yellow/black separation drift**. **Detail hierarchy:** **Hero receives maximum geometric emphasis** with **blocky muscle construction**, **cosmic effects rendered as Kirby Krackle: dense clusters of solid black circles 2-8mm diameter arranged in organic bubble formations**, **backgrounds simplified** to **essential cosmic elements**, **typography** integrated with **explosive visual design**. **Material simulation:** **Authentic Silver Age comic production** with **four-color printing limitations** and **newsprint substrate characteristics**. **Scale Hierarchy Anchor:** **Heroic proportions adapted to subject's gender** - **neck width 130-150% of realistic proportions**, **fist size 180-200% of head width**, **shoulder span 250-300% of head width for masculine builds, 200-250% for feminine builds**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **explosive hero prominence** and **cosmic mythology visual impact**.
+
+## 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Cosmic Hero (Any Gender):** **Alternative color schemes** (purple/silver/white, green/gold/orange, teal/bronze/yellow, blue/copper/cream), **unique chest symbol** (star burst, cosmic spiral, energy wave, geometric emblem - NO existing Marvel/DC iconography), **flowing cape design** (cosmic energy patterns, geometric trim, dramatic billowing), **fitted heroic costume** (cosmic-themed styling, energy belt, dramatic boots and gloves), **monumental styling** appropriate to **cosmic adventure** **adapted to subject's physique and gender presentation**, **blocky geometric design** with **Kirby's powerful aesthetic**; accessories maximum **1-2** cosmic items.
+
+**Supporting Character Wardrobe:**
+
+- **Cosmic beings:** **1960s futuristic attire** with **Space Age styling** and **cosmic presentation**
+- **Earth civilians:** **Silver Age period clothing** with **optimistic 1960s fashion**
+- **Authority figures:** **Period appropriate uniforms**, **space program styling**, **authoritative presentation**
+
+**Prop Selector**
+
+```yaml
+vertex_cosmic_props:
+  cosmic_powers: [energy blasts, power cosmic effects, space-time manipulation, cosmic awareness displays]
+  space_objects: [cosmic cubes, space-time devices, energy constructs, cosmic artifacts]
+  heroic_elements: [rescue scenarios, cosmic threats, power demonstrations, heroic intervention]
+  cosmic_environment: [space phenomena, energy dimensions, cosmic architecture, otherworldly technology]
+  kirby_effects: [energy krackle, cosmic bursts, power displays, dimensional portals]
+  micro_details: [cosmic insignia, energy patterns, heroic emblems, space-age elements]
+  exclusions:
+    - "no existing Marvel/DC character iconography"
+    - "no Fantastic Four, Thor, or Avengers visual references"
+    - "no copyrighted cosmic cube or infinity stone designs"
+    - "no existing superhero team symbols"
+    - "no realistic art style that eliminates Kirby's geometric power"
+```
+
+## 6) Constraints
+
+**⌧ Canvas Negatives:** "original image proportions", "realistic anatomy", "subtle energy effects", "existing Marvel character elements", "DC Comics iconography", "photorealistic rendering", "smooth digital gradients", "perfect color registration", "modern printing quality", "conventional superhero proportions"; **NO Thor, Fantastic Four, Silver Surfer, or any existing Marvel character elements**; **NO realistic art style that eliminates Kirby's geometric construction**; **NO modern effects that remove halftone dot patterns**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Jack Kirby geometric construction", "explosive cosmic energy", "four-color halftone printing", "blocky muscle anatomy", "Kirby Krackle energy effects", "monumental heroic poses", "Silver Age comic production quality", "cosmic mythology themes".
+
+## 7) Composition & Background
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **cosmic adventure theme** and **explosive typography**
+- **Hero prominence:** Central 50-60% featuring original superhero in monumental cosmic power demonstration
+- **Cosmic atmosphere:** Space environments with Kirby Krackle energy fields and cosmic phenomena
+- **Mythic context:** Clear cosmic heroics appropriate to Space Age mythology
+- **Energy integration:** **Kirby Krackle and energy bursts** integrated throughout cover design
+
+**Period-Accurate Environment:** **1960s Space Age influenced cosmic setting** with **geometric energy patterns**, **cosmic phenomena**, **abstract space elements**, and **heroic cosmic adventure contexts**. **Surface Context Anchor:** Silver Age newsprint comic with four-color halftone printing appropriate to 1960s Marvel comic production. **Frame/Band Anchor:** Classic comic cover border - bold frame typical of Silver Age Marvel publications. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated cosmic action and explosive typography zones.
+
+## 8) Typography & Text Integration
+
+**Binary:** Allow - **Essential** to authentic Silver Age Marvel comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **explosive cosmic styling** (closest Google Font: Impact or Anton)
+- **Issue information:** "No. [X]" and "12¢" pricing in **bold Silver Age comic styling**
+- **Story elements:** 1-2 **cosmic-themed coverlines** (e.g., "Cosmic Adventure Explodes!", "When Gods Walk Among Us!")
+- **Publisher credit:** "Vertex Comics Group" in **Marvel-style typography**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, explosive lettering** with **cosmic energy integration**
+- **Cover text:** **Explosive style** or closest approximation: **Impact, Anton, or Bebas Neue**
+- **Color schemes:** **High contrast combinations** (white on blue, yellow on red) for **cosmic impact**
+- **Explosive integration:** Typography designed with **Kirby's explosive energy** for maximum visual impact
+
+**Historical Accuracy:** Typography must match Silver Age Marvel conventions with period pricing, explosive production values, and cosmic styling appropriate to Space Age superhero comics with Kirby's monumental design influence.
+
+---
+
+# John Romita Sr.
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original superhero** in **John Romita Sr.'s sophisticated Silver Age style** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original superhero character with completely distinct costume design, unique chest symbol, and different color scheme - avoid any resemblance to existing Marvel/DC properties, especially Spider-Man elements. **Likeness (style-first):** Identity via **confident heroic pose/elegant character presentation/sophisticated action stance** while **preserving subject's gender presentation and core facial features**; integrate into **Silver Age comic medium** emphasizing **glamorous idealization** and **sophisticated visual storytelling**. **Face-Treatment Flag:** `poster-ink` with **clean four-color reproduction** **Pose Flag:** `contrapposto` with **elegant confidence** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Romita's storytelling clarity overrides flashy technique, prioritizing **emotional resonance** and **narrative communication** over artistic elaboration. **Mode Selector:** Sophisticated Superhero Comic Cover with Vertex Comics branding.
+
+## 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Silver Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with elegant hero prominence and sophisticated urban environments
+- **Spatial Allocation:** Hero dominance 55-65%, supporting elements/characters 15-20%, typography zones 15-20%, background 5-10%
+- **Background Treatment:** Clean urban environments with ample negative space for typography and visual clarity
+- **Format Justification:** Comic cover requires sophisticated layout for maximum readability with integrated dramatic storytelling
+
+## 3) Artistic Style & Context
+
+John Romita Sr.'s revolutionary Silver Age style (1966-1973) established **sophisticated superhero storytelling** through **glamorous character idealization** and **romance comic emotional depth**. Production method emphasizes **clean commercial illustration technique** with **elegant line control**, **idealized anatomy**, and **soap opera character drama with visual sophistication**. **Paper substrate:** **High-quality newsprint with superior four-color printing** creating **clean reproduction and precise color registration**. Purpose focuses on **character-driven narrative** through **emotional storytelling** and **sophisticated visual presentation** within **premium Silver Age comic production**. Hallmark motifs include **flowing hair and fabric rendered with graceful curved lines to create movement in static scenes**, **idealized facial features with clear emotional expression - wide eyes for surprise, open mouths showing teeth for shouting, perfectly defined eyebrows and lips**, **elegant figure work with realistic but aspirational proportions**, **sophisticated urban environments emphasizing architectural detail and spatial depth**, and **dramatic close-ups focusing on character emotion and interpersonal relationships**. Period framing encompasses **1960s sophistication** with **romance comic sensibility** creating **glamorous but accessible superhero entertainment**.
+
+**Innovation line:** **Romance comic technique integration** / **Sophisticated character design mastery** / **Clean commercial illustration** / **Romita-Lee creative partnership**.
+
+## 4) Technical Execution
+
+**Line:** **Clean, confident weights** at **1.5-2.5 pt** for **character outlines** with **elegant curve construction** and **smooth line variation**. **Flowing, graceful technique** with **precise anatomical rendering** and **sophisticated edge definition**. **Superior reproduction quality** optimized for **clean Silver Age printing**. **Color:** **Sophisticated palette relationships** with **realistic skin tones and natural color harmonies** - **warm flesh tones, rich hair colors, fashionable costume schemes** in **clean four-color application**. **Glamorous color combinations** emphasizing **character appeal** and **visual sophistication**. **Texture:** **Clean newsprint** with **superior color registration** and **smooth reproduction clarity**. **Commercial illustration surface quality** with **precise printing** and **sophisticated color effects**. **Detail hierarchy:** **Characters receive elegant emphasis** with **idealized figure construction**, **facial expressions** get **maximum emotional clarity**, **backgrounds simplified** but **architecturally accurate**, **typography** integrated with **sophisticated design appeal**. **Material simulation:** **Premium Silver Age comic production** with **superior printing quality** and **clean commercial reproduction**. **Scale Hierarchy Anchor:** **Heroic but realistic proportions adapted to subject's gender** - **Male figures: shoulders 280% of head width, heroic but elegant build**; **Female figures: graceful proportions with 200-220% shoulder width, sophisticated curves, flowing hair rendered with 15-25 individual curved strokes**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **sophisticated character prominence** and **elegant visual storytelling**.
+
+## 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Sophisticated Hero (Any Gender):** **Alternative color schemes** (navy/silver/white, emerald/gold/cream, burgundy/bronze/gray, purple/copper/blue), **unique chest symbol** (elegant geometric design, art deco emblem, sophisticated letter, refined pattern - NO Spider-Man web patterns), **fashionable costume design** (sleek styling, sophisticated lines, elegant cape or no cape, refined boots and gloves), **glamorous styling** appropriate to **sophisticated adventure** **adapted to subject's physique and gender presentation**, **clean commercial design** with **Romita's elegant aesthetic**; accessories maximum **1-2** sophisticated items.
+
+**Supporting Character Wardrobe:**
+
+- **Urban sophisticates:** **1960s fashionable attire** with **elegant styling** and **sophisticated presentation**
+- **Professional characters:** **Clean business attire**, **stylish casual wear**, **fashionable formal dress**
+- **Authority figures:** **Period appropriate uniforms**, **sophisticated leadership styling**, **elegant presentation**
+
+**Prop Selector**
+
+```yaml
+vertex_sophisticated_props:
+  urban_elements: [city architecture, modern technology, sophisticated vehicles, urban landscapes]
+  character_objects: [elegant accessories, communication devices, fashionable items, sophisticated equipment]
+  dramatic_elements: [romantic tension, character conflict, emotional moments, interpersonal drama]
+  sophisticated_environment: [clean urban settings, architectural detail, elegant interiors, fashionable locations]
+  storytelling_effects: [flowing fabric, dramatic lighting, emotional emphasis, character focus]
+  micro_details: [elegant jewelry, sophisticated styling, character expressions, fashionable elements]
+  exclusions:
+    - "no Spider-Man universe iconography"
+    - "no web patterns or spider symbols"
+    - "no existing Marvel character visual references"
+    - "no rough art style that eliminates elegant sophistication"
+    - "no crude or unrefined visual elements"
+```
+
+## 6) Constraints
+
+**⌧ Canvas Negatives:** "original image proportions", "crude comic art", "rough line work", "Spider-Man costume elements", "web patterns or spider imagery", "existing Marvel character references", "flashy artistic technique", "elaborate visual effects", "sketchy or unfinished appearance", "dark or gritty atmosphere"; **NO Spider-Man, Mary Jane Watson, Gwen Stacy, or any existing Marvel character elements**; **NO rough art style that eliminates Romita's commercial precision**; **NO flashy technique that obscures storytelling clarity**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "John Romita Sr. elegant line work", "sophisticated character design", "clean four-color printing", "glamorous idealization", "emotional storytelling clarity", "commercial illustration precision", "elegant figure construction", "sophisticated urban atmosphere".
+
+## 7) Composition & Background
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **elegant "VERTEX COMICS"** with **sophisticated adventure theme**
+- **Character prominence:** Central 55-65% featuring original superhero in sophisticated heroic presentation
+- **Sophisticated atmosphere:** Clean urban environment with elegant architectural detail and visual clarity
+- **Character context:** Clear superhero drama appropriate to sophisticated entertainment
+- **Emotional integration:** **Character relationships and dramatic tension** integrated throughout design
+
+**Period-Accurate Environment:** **1960s sophisticated urban setting** with **clean architectural elements**, **elegant design**, **fashionable technology**, and **sophisticated superhero adventure contexts**. **Surface Context Anchor:** Premium Silver Age comic with superior printing appropriate to commercial illustration influenced comic production. **Frame/Band Anchor:** Clean comic cover layout - elegant framing typical of Romita's commercial design approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated character drama and sophisticated typography zones.
+
+## 8) Typography & Text Integration
+
+**Binary:** Allow - **Essential** to authentic Silver Age comic cover format with sophisticated integration.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Elegant "VERTEX COMICS"** with **sophisticated styling** (closest Google Font: Optima or Futura)
+- **Issue information:** "No. [X]" and "15¢" pricing in **clean Silver Age comic styling**
+- **Story elements:** 1-2 **character-focused coverlines** (e.g., "Sophisticated Adventure!", "Heroes and Heartbreak!")
+- **Publisher credit:** "Vertex Comics Group" in **elegant typography**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Clean, sophisticated lettering** with **commercial precision**
+- **Cover text:** **Elegant style** or closest approximation: **Optima, Futura, or Avenir**
+- **Color schemes:** **Sophisticated combinations** (white on navy, gold on burgundy) for **elegant appeal**
+- **Commercial integration:** Typography designed with **commercial sophistication** for maximum readability
+
+**Historical Accuracy:** Typography must match Silver Age comic conventions with period pricing, commercial design values, and elegant styling appropriate to sophisticated superhero adventure comics with Romita's commercial illustration influence.
+
+---
+
+# Steve Ditko
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original superhero** in **Steve Ditko's distinctive Silver Age style** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original superhero character with completely distinct costume design, unique power set, and different visual elements - avoid any resemblance to existing Marvel/DC properties, especially Spider-Man, Doctor Strange, or Question elements. **Likeness (style-first):** Identity via **angular expressive pose/neurotic intensity/awkward heroic stance** while **preserving subject's gender presentation and core facial features**; integrate into **Silver Age comic medium** emphasizing **psychological complexity** and **expressive distortion**. **Face-Treatment Flag:** `pen-crosshatch` with **angular construction** **Pose Flag:** `psychological-tension` with **expressive distortion** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Ditko's expressive intensity overrides conventional heroic poses, prioritizing **emotional authenticity** and **psychological depth** over idealized presentation. **Mode Selector:** Psychologically Complex Superhero Comic with Vertex Comics branding.
+
+## 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Silver Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with angular hero prominence and psychologically charged environments
+- **Spatial Allocation:** Hero dominance 50-60%, environmental/abstract elements 20-25%, typography zones 15-20%, negative space 5-10%
+- **Background Treatment:** Dual-mode environments - either hyper-real urban settings OR abstract psychedelic dimensions with minimal right angles
+- **Format Justification:** Comic cover requires psychological layout for maximum emotional impact with integrated surreal or urban elements
+
+## 3) Artistic Style & Context
+
+Steve Ditko's revolutionary Silver Age style (1962-1966) established **psychological superhero storytelling** through **angular expressive distortion** and **neurotic character intensity**. Production method emphasizes **precise pen and ink technique** with **geometric angular construction**, **imperfect anatomical proportions**, and **dual-reality visual approaches combining gritty urban realism with surreal psychedelic abstraction**. **Paper substrate:** **Standard newsprint with four-color printing creating distinctive color separations and slight registration drift**. Purpose focuses on **internal character conflict** through **psychological visual storytelling** and **expressive emotional presentation** within **Marvel Silver Age comic production**. Hallmark motifs include **expressively gesticulating hands with fingers pointing in all directions, splayed wide or forming dramatic poses**, **angular geometric body construction with deliberately imperfect, neurotic proportions for males, fuller-figured but still angular construction for females**, **distinctive female features: prominent eyes with heavy eyelashes 150-200% normal size, wavy/curly hair rendered with individual strand definition, rounded but geometric facial construction**, **dual environmental approaches: hyper-real New York urban settings with detailed architecture OR abstract psychedelic dimensions with curved, squiggly design elements and no right angles**, **webbing and cobweb patterns as recurring visual motifs in geometric or organic arrangements**, and **close-up panels focusing on intense, calm yet penetrating eyes with dramatic emotional emphasis**. Period framing encompasses **1960s psychological complexity** with **counterculture mysticism** creating **neurotic but authentic superhero drama**.
+
+**Innovation line:** **Psychological complexity integration** / **Expressive distortion mastery** / **Dual-reality visual storytelling** / **Ditko-Lee Marvel Method collaboration**.
+
+## 4) Technical Execution
+
+**Line:** **Angular, geometric weights** at **1.0-2.0 pt** for **character outlines** with **precise pen construction** and **deliberately awkward anatomical proportions**. **Expressive distortion technique** with **angular joint definition** and **neurotic edge quality**. **Superior pen and ink reproduction** optimized for **Silver Age printing**. **Color:** **Distinctive Silver Age palette** with **psychological color relationships** - **blues, reds, greens, purples** in **four-color process with visible registration separation**. **Contrasting approaches: realistic urban colors OR psychedelic mystical combinations with otherworldly palettes**. **Texture:** **Standard newsprint** with **four-color halftone patterns** and **slight registration drift**. **Pen and ink surface quality** with **crosshatching patterns** and **angular texture treatment**. **Detail hierarchy:** **Hands receive maximum expressive emphasis** with **individual finger definition and dramatic gesticulation**, **faces focus on intense eye contact** with **angular facial construction**, **bodies constructed from geometric shapes** with **deliberately imperfect proportions**, **environments shift between hyper-detailed urban accuracy and abstract psychedelic minimalism**. **Material simulation:** **1960s Silver Age comic production** with **pen and ink precision** and **four-color printing characteristics**. **Scale Hierarchy Anchor:** **Psychological proportions adapted to subject's gender** - **deliberately imperfect anatomy: elongated limbs 110-125% realistic length, angular joints emphasized, hands enlarged 120-140% for expressive gesticulation**; **Male figures: scrawny, awkward build with prominent angular joints, neurotic intensity**; **Female figures: distinctive Ditko approach - fuller figured but still angular construction, prominent eyes with heavy eyelashes 150-200% normal size, wavy/curly hair rendered with individual strand definition, rounded but geometric facial features, avoiding both glamour idealization and complete awkwardness**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **psychological character prominence** and **dual-reality environmental approach**.
+
+## 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Psychologically Complex Hero (Any Gender):** **Alternative color schemes** (navy/orange/silver, emerald/purple/yellow, burgundy/teal/cream, brown/blue/gold), **unique power visualization** (energy patterns, abstract abilities, psychological manifestations - NO web patterns, NO mystical hand gestures, NO question mark symbols), **awkward but functional costume design** (angular styling, geometric patterns, practical but unglamorous design, neurotic attention to detail), **psychologically authentic styling** appropriate to **complex character drama** **adapted to subject's physique and gender presentation**, **angular geometric design** with **Ditko's expressive aesthetic**; accessories maximum **1-2** psychologically relevant items.
+
+**Supporting Character Wardrobe:**
+
+- **Urban dwellers:** **1960s everyday attire** with **psychological realism** and **working-class authenticity**
+- **Authority figures:** **Period appropriate uniforms**, **realistic institutional clothing**, **unglamorous presentation**
+- **Mystical/Abstract beings:** **Geometric costume design**, **angular supernatural styling**, **psychedelic color schemes**
+
+**Prop Selector**
+
+```yaml
+vertex_psychological_props:
+  urban_elements: [New York architecture, realistic city details, everyday objects, working-class environments]
+  abstract_objects: [geometric energy forms, psychological manifestations, surreal phenomena, dimensional effects]
+  character_elements: [expressive gestures, psychological tension, internal conflict, moral complexity]
+  environmental_shifts: [realistic urban settings, abstract psychedelic dimensions, geometric patterns, mystical atmospheres]
+  emotional_effects: [neurotic intensity, psychological drama, expressive distortion, authentic awkwardness]
+  micro_details: [angular costume elements, geometric patterns, psychological symbolism, expressive accessories]
+  exclusions:
+    - "no Spider-Man universe iconography"
+    - "no web patterns or spider motifs"
+    - "no Doctor Strange mystical symbols"
+    - "no Question or objectivist imagery"
+    - "no existing Marvel/DC character visual references"
+    - "no idealized heroic proportions that eliminate psychological authenticity"
+```
+
+## 6) Constraints
+
+**⌧ Canvas Negatives:** "original image proportions", "idealized heroic anatomy", "glamorous presentation", "Spider-Man costume elements", "web patterns or spider imagery", "Doctor Strange mystical symbols", "Question mark iconography", "existing Marvel character references", "perfect anatomical proportions", "conventional superhero poses", "smooth idealized surfaces"; **NO Spider-Man, Doctor Strange, Question, or any existing Ditko character elements**; **NO idealized anatomy that eliminates psychological authenticity**; **NO conventional heroic poses that remove neurotic intensity**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original hero", "Steve Ditko angular construction", "expressive psychological intensity", "awkward but authentic proportions", "neurotic character depth", "geometric angular design", "dual-reality environmental approach", "pen and ink precision", "four-color Silver Age printing".
+
+## 7) Composition & Background
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **angular "VERTEX COMICS"** with **psychological drama theme**
+- **Character prominence:** Central 50-60% featuring original hero in psychologically complex presentation
+- **Dual-reality atmosphere:** **Either hyper-real urban environment with detailed NYC architecture OR abstract psychedelic dimension with curved, squiggly elements and minimal right angles**
+- **Psychological context:** Clear internal conflict or moral complexity appropriate to character-driven drama
+- **Expressive integration:** **Dramatic hand gestures and intense eye contact** integrated throughout design
+
+**Period-Accurate Environment:** **Dual-mode approach: 1960s hyper-realistic New York urban setting with detailed architecture, water towers, and working-class elements OR abstract psychedelic dimensions with organic curved shapes, geometric patterns, and mystical atmosphere**. **Surface Context Anchor:** Silver Age comic with four-color printing and slight registration drift appropriate to 1960s Marvel production. **Frame/Band Anchor:** Angular comic cover layout - geometric framing typical of Ditko's expressive approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated psychological drama and angular typography zones.
+
+## 8) Typography & Text Integration
+
+**Binary:** Allow - **Essential** to authentic Silver Age comic cover format with psychological integration.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Angular "VERTEX COMICS"** with **psychological tension styling** (closest Google Font: Eurostile or Bank Gothic)
+- **Issue information:** "No. [X]" and "12¢" pricing in **bold Silver Age comic styling**
+- **Story elements:** 1-2 **psychologically-focused coverlines** (e.g., "Neurotic Hero Drama!", "Psychology Meets Super-Powers!")
+- **Publisher credit:** "Vertex Comics Group" in **angular typography**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Angular, geometric lettering** with **psychological tension**
+- **Cover text:** **Angular style** or closest approximation: **Eurostile, Bank Gothic, or Bebas Neue**
+- **Color schemes:** **High contrast combinations** (white on navy, yellow on burgundy) for **psychological impact**
+- **Angular integration:** Typography designed with **geometric precision** for maximum psychological authenticity
+
+**Historical Accuracy:** Typography must match Silver Age comic conventions with period pricing, psychological drama values, and angular styling appropriate to neurotic superhero adventure comics with Ditko's expressive design influence.
+
+---
+
+# Gene Colan
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via atmospheric mood and cinematic gesture unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications ("shadow coverage 60-70%", "pencil weight 2H-4B range") override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flag:** `atmospheric-pencil` - soft pencil rendering with dramatic shadow modeling and film noir lighting influence
+- **Pose Flag:** `cinematic-flow` - dynamic movement captured mid-action with flowing, organic positioning
+- **Canvas Control Flag:** `adaptive-extend` - extend atmospheric backgrounds to fill new canvas dimensions
+- **Material Physics Authority:** Pencil graphite density and newsprint absorption characteristics override aesthetic preferences.
+- **Scale-Dependent Technique:** Comic cover viewing distance affects shadow weight and atmospheric detail hierarchy.
+- **Period Production Authenticity:** 1960s-1970s four-color printing with characteristic dot patterns and registration drift.
+- **Anti-Conventional Bias:** Authority to prioritize atmospheric mood over traditional superhero clarity.
+- **Revolutionary Techniques Flag:** `comfort-violation-authorized` for psychologically intense shadow work.
+
+------
+
+## Gene Colan
+
+### **Core Instruction & Likeness Mandate**
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in **Gene Colan's distinctive Silver Age comic cover style**.
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Preserve likeness with **atmospheric moodiness** - recognizable but enhanced through Colan's signature shadowy, film noir-influenced rendering.
+- **Timeframe**: Colan's Marvel Silver Age period (1966-1979) including Daredevil, Iron Man, Captain America, and Tomb of Dracula.
+- **Degree of likeness**: Atmospherically enhanced - maintain features but interpret through dramatic lighting and shadow play.
+- **Emotional tone**: Film noir moodiness, psychological depth, urban sophistication, romantic tension.
+- **Pose conventions**: Dynamic movement, flowing action, dramatic lighting effects, cinematic angles.
+- **IP Safeguard Declaration:** Create original VERTEX COMICS character design avoiding Marvel copyrighted elements.
+- **Face-Treatment Flag:** `atmospheric-pencil`
+- **Pose Flag:** `cinematic-flow`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Style Dominance:** Atmospheric storytelling and cinematic sophistication dominate over traditional comic book clarity.
+
+The final result must capture Colan's unique cinematic vision and atmospheric storytelling mastery.
+
+------
+
+### **Canvas Strategy & Spatial Logic**
+
+**MANDATORY RATIO SELECTION:** `2:3` (standard comic cover format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-atmospheric-background
+- **Spatial Allocation:** Subject placement in dynamic 40-60% coverage with atmospheric environment integration
+- **Background Treatment:** Fill canvas with swirling shadows, urban environments, or cosmic atmospheric effects
+- **Format Justification:** 2:3 ratio serves Colan's preference for cinematic vertical compositions with dramatic staging
+
+------
+
+### **Artistic Style & Context**
+
+The artwork must be created in **Gene Colan's signature Silver Age style** (1966-1979), capturing the aesthetic principles of "The Dean" - the artist who brought cinematic sophistication to comics. Channel Colan's background in advertising illustration and his innovative approach to atmospheric storytelling.
+
+**Intended medium**: Four-color process printing on newsprint, designed for cinematic impact and sophisticated visual narrative.
+
+**Purpose**: Comic book cover emphasizing mood, atmosphere, and sophisticated visual storytelling through lighting and composition.
+
+**Key influences**:
+
+- Film noir and Hollywood cinematography (especially 1940s black and white films)
+- Advertising illustration techniques and commercial art sophistication
+- European art cinema and jazz music improvisational approaches
+- Norman Rockwell's humanistic character portrayal
+- Milton Caniff's shadow work and dramatic contrast
+
+**Thematic purpose**: Elevate comic book art through cinematic storytelling and psychological depth.
+
+**5 hallmark motifs with quantified specifications**:
+
+1. **Swirling shadow patterns** covering 60-70% of composition with organic, flowing movement
+2. **Atmospheric gradation** using 2H-4B pencil weight range for subtle tonal transitions
+3. **Cinematic lighting angles** with 45-degree key light positioning and dramatic rim lighting
+4. **Flowing organic linework** with 3-5mm line weight variation suggesting movement and life
+5. **Urban environmental integration** with 40% background atmospheric detail supporting narrative mood
+
+**Period framing**: Marvel Silver Age sophistication (1966-1979) bringing adult cinematic sensibilities to superhero comics.
+
+**Tone Tag**: Sophisticated moodiness, psychological complexity, cinematic atmosphere.
+
+**Production Era Authenticity**: 1960s-1970s newsprint four-color printing with characteristic halftone dots, slight color registration drift, and paper grain texture affecting shadow reproduction.
+
+------
+
+### **Technical Execution**
+
+**Line Work / Rendering:**
+
+- **Flowing, organic linework** suggesting movement and life with 3-5mm weight variation
+- **Atmospheric shadow play** covering 60-70% of composition with dramatic lighting effects
+- **Pencil-first approach** treating pencil as primary artistic tool rather than preliminary sketch
+- **Cinematic composition** with sophisticated camera angle simulation and depth staging
+- **Soft gradation technique** using 2H-4B pencil range for subtle atmospheric transitions
+- **Jazz-like improvisation** in mark-making with spontaneous, intuitive line placement
+
+**Coloring:**
+
+- **Moody, atmospheric color palette** emphasizing shadows and highlights with muted sophistication
+- **Film noir color sensibility** - limited warm/cool palette with maximum atmospheric impact
+- **Sophisticated color relationships** serving narrative mood over decorative appeal
+- **Subtle gradation effects** within four-color printing limitations using dot pattern variation
+- **Urban color schemes** - deep blues, warm yellows, muted reds reflecting city lighting
+- **Romantic and mysterious combinations** supporting emotional narrative content
+
+**Texture:**
+
+- **Atmospheric, filmic surface quality** simulating cinematic lighting effects
+- **Newsprint absorption characteristics** affecting shadow density and line weight rendering
+- **Period-authentic halftone patterns** with 65-85 LPI dot screens typical of 1960s-1970s comic printing
+- **Subtle registration drift** of 0.5-1mm creating characteristic Silver Age printing artifacts
+- **Paper grain texture** affecting fine detail reproduction and shadow gradation
+
+**Pose Anchors:**
+
+- **Dynamic flow positioning** with 15-25 degree torso angles suggesting movement
+- **Cinematic gesture economy** with expressive hand positioning and dramatic staging
+- **Atmospheric integration** where figure and environment flow together seamlessly
+- **Film noir influenced** dramatic angle choices and sophisticated framing
+
+**Scale Hierarchy:** Proportional measurements emphasizing atmospheric mood over anatomical precision (shadow coverage 60-70%, highlight definition 20-30% of total composition)
+
+**Material Authenticity:** Authentic pencil-on-paper techniques with newsprint printing characteristics - no digital simulation
+
+**Period Consistency:** All elements historically coherent with 1960s-1970s Marvel production methods and artistic sophistication
+
+**Production Method:** Four-color process printing with period-appropriate halftone screens, color separation limitations, and newsprint absorption effects
+
+**Canvas Adaptation:** Composition optimized for 2:3 comic cover format with cinematic staging principles
+
+------
+
+### **Fashion & Attire - Wardrobe Matrix + Prop Selector**
+
+**Adult Masculine Wardrobe:**
+
+- **Superhero costumes**: Flowing capes with dramatic shadow casting, form-fitting suits emphasizing muscular definition, sophisticated color combinations (deep reds, blues, metallic accents)
+- **Civilian attire**: Urban sophistication - tailored suits, turtlenecks, leather jackets reflecting 1960s-1970s fashion
+- **Fabric behavior**: Dramatic drape and flow suggesting movement and cinematic staging
+
+**Adult Feminine Wardrobe:**
+
+- **Superhero costumes**: Form-fitting designs with flowing elements, sophisticated color schemes, dramatic silhouette emphasis
+- **Civilian attire**: 1960s-1970s sophisticated fashion - flowing dresses, fitted jackets, urban professional styling
+- **Hair treatment**: Flowing, dramatic styling with atmospheric shadow integration
+
+**Fabric behavior**: Dramatic drape and movement with 15-25 degree flow angles, sophisticated sheen rendering through shadow/highlight contrast
+
+**Accessory caps**: Elaborate 3-4 accessories maximum - utility belts, flowing capes, dramatic jewelry, urban props
+
+**Color palette restrictions**: Sophisticated urban schemes - deep blues, warm yellows, muted reds, metallic accents matching film noir sensibilities
+
+**Wardrobe variation required**: Cycle through sophisticated color combinations avoiding identical repetition - emphasize atmospheric mood over bright primary colors
+
+**Props YAML pools**:
+
+```yaml
+hero_props:
+  - flowing_cape_dramatic_shadows
+  - urban_environment_elements
+  - atmospheric_lighting_effects
+  - cinematic_staging_props
+micro_props:
+  - shadow_patterns
+  - atmospheric_particles
+  - lighting_rim_effects
+```
+
+**Coherence filter**: All elements support cinematic sophistication and atmospheric storytelling with documented 1960s-1970s period accuracy
+
+------
+
+### **Constraints**
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "harsh geometric shadows", "flat lighting", "amateur linework"
+- "bright primary color schemes", "cartoon simplification"
+- "digital photo filters", "modern post-processing effects"
+- "perfect color registration", "crisp digital printing"
+
+**Canvas Positives (≥2):**
+
+- "exactly 2:3 ratio", "recomposed for comic cover format"
+- "atmospheric shadow coverage 60-70%", "flowing organic linework 3-5mm variation"
+- "film noir lighting influence", "cinematic staging principles"
+- "period-authentic halftone dots 65-85 LPI", "newsprint absorption characteristics"
+- "sophisticated atmospheric gradation 2H-4B pencil range"
+
+**Vocabulary warnings**: Avoid "ornate," "decorative" unless serving atmospheric purpose. Avoid "bright," "cheerful" unless contextually appropriate for romantic scenes.
+
+------
+
+### **Composition & Background**
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Portrait):**
+
+- **Vertical emphasis** with 70% subject dominance and 30% atmospheric environment
+- **Cinematic staging** with sophisticated depth layering and dramatic angle choices
+- **Atmospheric integration** where figure and environment flow together seamlessly
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Cinematic perspective** with sophisticated camera angle simulation and film noir influence
+- **Figure:ground ratio** 60:40 with atmospheric integration preventing flat separation
+- **Density percentage** 60-70% shadow coverage with 20-30% highlight definition
+- **Lighting logic** 45-degree key light with dramatic rim lighting and atmospheric fill
+- **Detail:negative space** optimized for 2:3 vertical format with sophisticated staging
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Comic book newsprint with characteristic grain texture and absorption properties
+- **Frame/Band:** Omit entirely - focus on atmospheric storytelling without decorative elements
+- **Production Context:** 1960s-1970s four-color printing with halftone dots and slight registration drift
+- **Ratio Enforcement:** Composition designed specifically for 2:3 comic cover format with cinematic principles
+
+**Backgrounds:**
+
+- **Urban environments** rendered with atmospheric sophistication and cinematic depth
+- **Swirling shadow patterns** and atmospheric effects supporting narrative themes
+- **Cinematic environmental design** with sophisticated staging and mood creation
+- **Atmospheric depth** with layered visual interest and film noir influence
+
+**Mood/Intent:**
+
+- **Sophisticated atmospheric storytelling** and psychological depth
+- **Cinematic narrative** and visual sophistication
+- **Urban complexity** and adult thematic content
+- **Romantic tension** and emotional authenticity
+
+------
+
+### **Typography & Text Integration**
+
+**Text Policy:** Allow with sophisticated integration
+
+**Ratio-Appropriate Zones:** Layout optimized for 2:3 comic cover with atmospheric integration
+
+**Copy limits:** ≤6 words per line, ≤5 total text elements positioned to complement atmospheric composition
+
+**Period-Appropriate Typography:**
+
+- **1960s-1970s comic lettering** with characteristic bold sans-serif styling
+- **VERTEX COMICS logo treatment** in period-appropriate Marvel-style branding
+- **Story titles** in dramatic, atmospheric lettering integration
+
+**Font recommendations:**
+
+- *Closest Google Font: Bebas Neue (comic cover analog, 80%). Better: Comic Book letterer hand-lettering style.*
+
+**Format-Specific Text Rules:**
+
+- **Comic cover mode:** Title prominence with atmospheric integration, story elements positioned to complement cinematic staging
+- **Text integration** serving atmospheric mood rather than overpowering composition
+
+**Historical accuracy:** Lettering must match 1960s-1970s comic book conventions with period-appropriate weight and styling
+
+**Production Method Integration:** Typography rendered with period-appropriate printing limitations and characteristic slight ink spread on newsprint
+
+---
+
+# Jim Steranko
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via graphic design sophistication and cinematic staging.
+- **Technical Measurement Authority:** Quantitative specifications ("op-art pattern density 80-90%", "3D typography depth 15-25mm") override descriptive language.
+- **Process-Over-Result Priority:** Graphic design methodology and printing techniques supersede visual appearance descriptions.
+- **Face-Treatment Flag:** `graphic-design-precision` - clean commercial illustration rendering with advertising art sophistication and geometric stylization
+- **Pose Flag:** `dynamic-action-laws` - extreme dynamic positioning following Steranko's codified "laws of action" with over-the-top movement
+- **Canvas Control Flag:** `strict-reframe` - radical composition redesign for maximum visual impact
+- **Material Physics Authority:** Commercial printing techniques and advertising design specifications override aesthetic preferences.
+- **Scale-Dependent Technique:** Comic cover impact viewing distance affects graphic element sizing and typography integration.
+- **Period Production Authenticity:** 1960s four-color printing pushed to maximum sophistication with innovative layout experimentation.
+- **Anti-Conventional Bias:** Authority to completely break traditional comic book layout conventions.
+- **Revolutionary Techniques Flag:** `conventional-comic-prohibition` - mandatory rejection of standard superhero comic approaches.
+
+------
+
+## Jim Steranko
+
+### **Core Instruction & Likeness Mandate**
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in **Jim Steranko's distinctive Silver Age comic cover style**.
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Preserve likeness with **pop art glamorization** - recognizable but transformed through Steranko's psychedelic, poster-art influenced design sensibility.
+- **Timeframe**: Steranko's revolutionary Marvel period (1966-1968) including Nick Fury, Strange Tales, and X-Men work.
+- **Degree of likeness**: Pop art stylized - maintain features but interpret through graphic design and advertising art influences.
+- **Emotional tone**: Psychedelic sophistication, spy thriller coolness, pop art energy, avant-garde experimentation.
+- **Pose conventions**: Graphic design influenced poses, extreme dynamic action, pop art compositions, advertising layout arrangements.
+- **IP Safeguard Declaration:** Create original VERTEX COMICS character design avoiding Marvel copyrighted elements.
+- **Face-Treatment Flag:** `graphic-design-precision`
+- **Pose Flag:** `dynamic-action-laws`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Graphic design innovation and visual experimentation dominate over traditional comic book conventions.
+
+The final result must capture Steranko's unique fusion of comics art with graphic design and advertising sophistication.
+
+------
+
+### **Canvas Strategy & Spatial Logic**
+
+**MANDATORY RATIO SELECTION:** `2:3` (comic cover format optimized for maximum graphic impact)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely-for-graphic-impact
+- **Spatial Allocation:** Revolutionary layout breaking traditional comic conventions with 40-60% graphic design elements integration
+- **Background Treatment:** Fill canvas with op-art patterns, psychedelic effects, or advertising-inspired graphic layouts
+- **Format Justification:** 2:3 ratio serves Steranko's preference for poster-like compositions with maximum visual sophistication
+
+------
+
+### **Artistic Style & Context**
+
+The artwork must be created in **Jim Steranko's signature Silver Age style** (1966-1968), capturing the aesthetic principles of the artist who revolutionized comics through graphic design integration. Channel Steranko's background in advertising, magic, music, and commercial printing with his innovative fusion of cinematic storytelling and high-concept visual design.
+
+**Intended medium**: Four-color process printing on newsprint, pushed to maximum sophistication and design innovation possible within 1960s format limitations.
+
+**Purpose**: Comic book cover as graphic design statement - sophisticated visual design elevating the medium's artistic possibilities to compete with cinema and advertising.
+
+**Key influences**:
+
+- Pop Art movement and Madison Avenue advertising design
+- Psychedelic poster art and album cover design (1960s San Francisco scene)
+- Spy thriller movies and fashion photography (James Bond aesthetic)
+- Op Art and avant-garde art movements
+- Film directors: Alfred Hitchcock, John Ford, Orson Welles, Henry Hathaway
+- Comic artists: Frank Robbins, Wally Wood, Jack Kirby, Alex Toth, Reed Crandall
+
+**Thematic purpose**: Elevate comic book art to compete visually with "million dollar" Hollywood productions through graphic design sophistication.
+
+**5 hallmark motifs with quantified specifications**:
+
+1. **Op-art pattern integration** covering 80-90% of background with precise geometric repetition and optical effects
+2. **3D typography treatment** with 15-25mm dimensional depth and advertising-quality lettering integration
+3. **Psychedelic color combinations** using 4-6 high-contrast colors with optical vibration effects
+4. **Extreme dynamic posing** following codified "laws of action" with 25-45 degree body angles and over-the-top movement
+5. **Advertising layout sophistication** with 60-40 graphic element to illustration ratio and commercial design hierarchy
+
+**Period framing**: Revolutionary 1960s graphic design innovation (1966-1968) bringing Madison Avenue sophistication to comic book medium.
+
+**Tone Tag**: Psychedelic sophistication, spy thriller coolness, advertising glamour, pop art innovation.
+
+**Production Era Authenticity**: 1960s four-color printing pushed to absolute limits with experimental halftone patterns, maximum color saturation, and innovative registration techniques creating period-authentic optical effects.
+
+------
+
+### **Technical Execution**
+
+**Line Work / Rendering:**
+
+- **Graphic design precision** with commercial illustration clarity and advertising art sophistication
+- **Clean, controlled linework** emphasizing geometric construction and design perfection
+- **Pop art influenced** simplification and stylization with advertising aesthetic
+- **Psychedelic pattern integration** with precise geometric repetition and optical effects
+- **Commercial printing optimization** designed for maximum four-color impact
+- **Advertising illustration** influence with fashion photography sophistication
+
+**Coloring:**
+
+- **Psychedelic color combinations** with 4-6 high-contrast colors creating optical vibration effects through flat color interaction, never digital gradients
+- **Pop art color sensibility** - bold, graphic, advertising-inspired with maximum flat saturation and hard color separations
+- **Spy thriller sophistication** - cool blues, warm oranges, electric purples, psychedelic greens applied as solid fields
+- **Advertising color relationships** with commercial appeal using period-appropriate flat color techniques
+- **Op-art optical effects** using pure color interaction and geometric pattern density, avoiding computer-generated glows or effects
+- **1960s four-color process limitations** - solid colors, mechanical color separations, no airbrushing or digital blending
+
+**Texture:**
+
+- **Graphic design surface quality** with commercial printing precision and advertising finish
+- **Op-art pattern textures** with 80-90% geometric coverage and optical sophistication
+- **Psychedelic surface effects** and advertising-quality production values
+- **Period-authentic halftone innovation** with 65-85 LPI screens pushed to experimental limits
+- **Commercial printing perfection** maximizing 1960s four-color process capabilities
+- **Advertising design texture** with fashion photography influence and high-end commercial finish
+
+**Pose Anchors:**
+
+- **Extreme dynamic positioning** following Steranko's "laws of action" with 25-45 degree body angles
+- **Over-the-top movement** with exaggerated kinetic energy and advertising drama
+- **Spy thriller sophistication** with James Bond-influenced cool positioning
+- **Fashion photography** influenced figure arrangement and commercial glamour
+
+**Scale Hierarchy:** Graphic design proportions emphasizing visual impact over anatomical accuracy (graphic elements 60%, figure 40%, maximum visual sophistication)
+
+**Material Authenticity:** Authentic 1960s commercial printing techniques with advertising design methodology - no modern digital effects
+
+**Period Consistency:** All elements coherent with 1960s advertising design revolution and pop art movement
+
+**Production Method:** Four-color process printing pushed to experimental limits with innovative halftone patterns and maximum color saturation
+
+**Canvas Adaptation:** Composition designed for 2:3 comic cover format with graphic design poster impact
+
+------
+
+### **Fashion & Attire - Wardrobe Matrix + Prop Selector**
+
+**Adult Masculine Wardrobe:**
+
+- **Spy thriller sophistication**: Skin-tight leather catsuits, high-tech warrior gear, James Bond-influenced formal wear
+- **1960s mod fashion**: Turtlenecks, tailored suits, futuristic accessories with advertising glamour
+- **High-tech military**: Belts, buckles, zippers, sophisticated utilitarian complexity with pop art color coordination
+
+**Adult Feminine Wardrobe:**
+
+- **1960s fashion photography**: High-fashion mod styling, go-go boots, sophisticated accessories
+- **Spy thriller glamour**: Form-fitting designs with advertising sophistication and pop art color schemes
+- **Psychedelic fashion**: Bold patterns, optical designs, avant-garde styling with graphic coordination
+
+**Fabric behavior**: Advertising photography perfection with commercial illustration clarity and fashion sophistication
+
+**Accessory caps**: Elaborate 3-4 accessories maximum - high-tech gadgets, spy equipment, advertising-influenced props
+
+**Color palette restrictions**: Psychedelic sophistication - electric blues, vibrant oranges, hot pinks, acid greens with advertising coordination
+
+**Wardrobe variation required**: Cycle through sophisticated pop art color combinations avoiding repetition - emphasize graphic design impact
+
+**Props YAML pools**:
+
+```yaml
+hero_props:
+  - high_tech_spy_gadgets
+  - op_art_pattern_backgrounds
+  - psychedelic_graphic_elements
+  - advertising_design_components
+micro_props:
+  - geometric_patterns
+  - optical_effects
+  - commercial_graphics
+```
+
+**Coherence filter**: All elements support graphic design sophistication and advertising aesthetic with documented 1960s pop art accuracy
+
+------
+
+### **Constraints**
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "traditional comic book layout", "conventional superhero poses", "standard panel arrangement"
+- "muted color schemes", "realistic proportions", "conservative design"
+- "amateur printing quality", "simple color separation", "basic halftone patterns"
+- "boring typography", "standard comic lettering", "uninnovative composition"
+- "computer-generated 3D effects", "digital gradients", "modern glow effects", "airbrushing", "soft edges"
+
+**Canvas Positives (≥2):**
+
+- "exactly 2:3 ratio", "recomposed for maximum graphic impact"
+- "op-art pattern density 80-90%", "3D typography depth 15-25mm"
+- "psychedelic color combinations 4-6 colors", "extreme dynamic posing 25-45 degree angles"
+- "advertising design sophistication", "commercial printing precision"
+- "pop art visual innovation", "graphic design layout mastery"
+
+**Vocabulary warnings**: Avoid "traditional," "conservative," "standard" unless contextually subverting. Avoid "realistic," "naturalistic" unless serving advertising sophistication.
+
+------
+
+### **Composition & Background**
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Portrait):**
+
+- **Graphic design emphasis** with 60% design elements and 40% figure integration
+- **Poster-like impact** with advertising layout sophistication and commercial hierarchy
+- **Revolutionary layout** completely breaking traditional comic book conventions
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Graphic design methodology** with advertising layout principles and commercial sophistication
+- **Figure:ground ratio** 40:60 with graphic design elements dominating traditional illustration
+- **Visual impact density** 80-90% coverage with op-art patterns and psychedelic effects
+- **Advertising hierarchy** with commercial design principles and fashion photography influence
+- **Pop art integration** optimized for 2:3 format with maximum visual sophistication
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Comic book newsprint pushed to advertising design sophistication
+- **Frame/Band:** Omit traditional frames - integrate graphic design elements as compositional structure
+- **Production Context:** 1960s four-color printing pushed to experimental limits with advertising precision
+- **Ratio Enforcement:** Composition designed specifically for 2:3 comic cover with poster impact
+
+**Backgrounds:**
+
+- **Op-art patterns** with 80-90% geometric coverage and precise optical effects
+- **Psychedelic environments** with advertising design sophistication and pop art coordination
+- **Graphic design layouts** with commercial precision and fashion photography influence
+- **Advertising backgrounds** with sophisticated visual hierarchy and commercial appeal
+
+**Mood/Intent:**
+
+- **Psychedelic sophistication** and advertising glamour
+- **Spy thriller coolness** and commercial appeal
+- **Pop art innovation** and graphic design revolution
+- **Visual experimentation** and medium advancement
+
+------
+
+### **Typography & Text Integration**
+
+**Text Policy:** Essential integration with graphic design sophistication
+
+**Ratio-Appropriate Zones:** Layout optimized for 2:3 comic cover with advertising design hierarchy
+
+**Copy limits:** ≤4 words per element, ≤3 total text components positioned for maximum graphic impact
+
+**Period-Appropriate Typography:**
+
+- **1960s advertising lettering** with commercial design sophistication and pop art influence
+- **3D typography treatment** with 15-25mm dimensional depth and advertising quality
+- **VERTEX COMICS logo treatment** in revolutionary Steranko-style graphic design
+- **Psychedelic lettering** integration with op-art patterns and visual sophistication
+
+**Font recommendations:**
+
+- *Closest Google Font: Bebas Neue (advertising sans-serif analog, 75%). Better: 1960s commercial lettering or custom dimensional typography.*
+
+**Format-Specific Text Rules:**
+
+- **Comic cover mode:** Typography as primary graphic design element with advertising sophistication
+- **Text integration** serving visual impact over traditional comic conventions
+- **Graphic design hierarchy** with commercial layout principles and poster impact
+
+**Historical accuracy:** Typography must match 1960s advertising design revolution with period-appropriate commercial sophistication
+
+**Production Method Integration:** Typography rendered with 1960s commercial printing techniques and advertising design precision with dimensional effects and optical sophistication
+
+---
+
+# Neal Adams
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via photorealistic enhancement and commercial illustration sophistication.
+- **Technical Measurement Authority:** Quantitative specifications ("muscle definition 85-95%", "shadow gradation 15-25 values") override descriptive language.
+- **Process-Over-Result Priority:** Commercial illustration methodology and painterly pencil techniques supersede visual appearance descriptions.
+- **Face-Treatment Flag:** `photorealistic-painterly` - commercial illustration rendering with painterly pencil values and sophisticated anatomical accuracy
+- **Pose Flag:** `adams-signature-staging` - low-angle upward perspectives making characters monumentally imposing, extreme 25-45 degree foreshortening with figures breaking panel boundaries, asymmetrical compositions with 2-3 overlapping characters in complex physical relationships, tilted camera angles creating off-balance tension
+- **Canvas Control Flag:** `adaptive-extend` - extend realistic environments to fill new canvas dimensions
+- **Material Physics Authority:** Commercial printing specifications and painterly pencil techniques override aesthetic preferences.
+- **Scale-Dependent Technique:** Comic cover impact viewing distance affects detail hierarchy and muscular definition rendering.
+- **Period Production Authenticity:** 1970s four-color printing with expanded color palette and sophisticated registration techniques.
+- **Anti-Conventional Bias:** Authority to completely reject simplified "bigfoot" cartoon anatomy in favor of realistic proportions.
+- **Revolutionary Techniques Flag:** `photorealism-mandatory` - complete abandonment of traditional comic book stylization.
+
+------
+
+## Neal Adams
+
+### **Core Instruction & Likeness Mandate**
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in **Neal Adams' distinctive Silver Age comic cover style**.
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Preserve likeness with **realistic heroic enhancement** - recognizable and enhanced through Adams' signature photorealistic technique and dramatic lighting.
+- **Timeframe**: Adams' revolutionary Bronze Age period (1967-1972) including Batman, Green Lantern/Green Arrow, and X-Men work.
+- **Degree of likeness**: Photorealistically enhanced - maintain accurate features while adding heroic idealization and dramatic presentation.
+- **Emotional tone**: Realistic drama, mature sophistication, cinematic intensity, psychological depth.
+- **Pose conventions**: Realistic action poses, dramatic lighting effects, cinematic compositions, sophisticated movement.
+- **IP Safeguard Declaration:** Create original VERTEX COMICS character design avoiding DC/Marvel copyrighted elements.
+- **Face-Treatment Flag:** `photorealistic-painterly`
+- **Pose Flag:** `cinematic-dynamic`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Style Dominance:** Photorealistic sophistication and commercial illustration quality dominate over traditional comic book conventions.
+
+The final result must capture Adams' revolutionary approach to realistic superhero illustration and cinematic storytelling sophistication.
+
+------
+
+### **Canvas Strategy & Spatial Logic**
+
+**MANDATORY RATIO SELECTION:** `2:3` (comic cover format optimized for dramatic realism impact)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-realistic-environment
+- **Spatial Allocation:** Sophisticated character placement with 70% figure dominance and 30% cinematic environmental integration
+- **Background Treatment:** Fill canvas with realistic urban environments, dramatic lighting effects, or commercial illustration-quality backgrounds
+- **Format Justification:** 2:3 ratio serves Adams' preference for cinematic vertical compositions with dramatic staging and realistic proportions
+
+------
+
+### **Artistic Style & Context**
+
+The artwork must be created in **Neal Adams' signature Bronze Age style** (1967-1972), capturing the aesthetic principles of the artist who revolutionized comics through photorealistic illustration. Channel Adams' background in commercial advertising, syndicated strips, and his innovative approach to bringing sophisticated realism to superhero comics.
+
+**Intended medium**: Four-color process printing on newsprint, pushed to maximum realism and sophisticated color reproduction possible within early 1970s format capabilities.
+
+**Purpose**: Comic book cover demonstrating sophisticated artistic technique and mature visual storytelling that elevated the medium's artistic credibility.
+
+**Key influences**:
+
+- Commercial advertising illustration and agency work (Johnstone & Cushing)
+- Syndicated newspaper strip sophistication (Ben Casey)
+- Classical fine art anatomy and figure drawing techniques
+- Hollywood cinematography and dramatic lighting
+- Fashion photography and commercial portrait work
+- Painterly illustration techniques applied to comics medium
+
+**Thematic purpose**: Elevate comic book art to compete with commercial illustration and fine art through photorealistic sophistication and mature storytelling.
+
+**5 hallmark motifs with quantified specifications**:
+
+1. **Photorealistic anatomy** with 85-95% accuracy to human muscular structure and proportions
+2. **Painterly pencil values** using 15-25 gradation levels with sophisticated tonal modeling
+3. **Cinematic lighting effects** with 45-degree key lighting and dramatic rim lighting creating 3D form
+4. **Dynamic action poses** with 15-35 degree foreshortening and realistic weight distribution
+5. **Commercial illustration finish** with advertising-quality precision and sophisticated detail hierarchy
+
+**Period framing**: Bronze Age realism revolution (1967-1972) bringing commercial illustration sophistication to superhero comics.
+
+**Tone Tag**: Photorealistic sophistication, cinematic drama, commercial illustration quality, mature artistic credibility.
+
+**Production Era Authenticity**: Early 1970s four-color printing with expanded 64-color palette, period-limited halftone screens with visible dot patterns, and characteristic registration imperfections creating authentic newsprint reproduction quality with paper grain texture.
+
+------
+
+### **Technical Execution**
+
+**Line Work / Rendering:**
+
+- **Photorealistic precision** with commercial illustration clarity and advertising art sophistication
+- **Painterly pencil technique** using side of pencil with varied pressure creating 15-25 value gradations preserved through sophisticated inking interpretation
+- **Psychological facial expression** - characters show genuine stress, determination, fear, or exhaustion with subtly furrowed brows, tightened jaw muscles, worried eyes conveying internal emotional states
+- **Three-dimensional form modeling** with sophisticated understanding of light, shadow, and volume using classical fine art techniques
+- **Anatomically accurate construction** with 85-95% realistic human proportions showing actual physical stress and weight distribution in poses
+- **Multiple-figure interaction emphasis** - compositions featuring 2-3 characters in overlapping physical relationships (supporting, grabbing, falling together)
+- **Commercial illustration methodology** designed for period-limited four-color reproduction with characteristic newsprint limitations and visible printing artifacts
+
+**Coloring:**
+
+- **Period-authentic 1970s four-color process** using mechanical color separations with visible 65-85 LPI halftone dot patterns, especially in flesh tones and gradated areas
+- **Adams color revolution** - expanded 64-color palette with restored "tone yellow" (25%, 50% screens) enabling natural flesh tones instead of flat pink
+- **Hard color separations** - distinct boundaries between color areas with minimal blending, characteristic registration drift of 0.5-1mm creating period-authentic imperfections
+- **High contrast chiaroscuro** - deep solid blacks (100% K) contrasted with bright highlight areas using stark 80-20 light/dark ratios
+- **Environmental color logic** - warm interior building lighting (yellows 50-75% + magentas 25%), cool moonlight/sky (cyans 75% + magentas 25%), authentic material colors
+- **Visible printing artifacts** - slight color misregistration, dot gain in shadow areas, paper show-through in highlight areas typical of newsprint reproduction
+- **Limited gradient transitions** - color changes occur in 3-4 discrete steps maximum, never smooth digital blending, using mechanical screen patterns only
+
+**Texture:**
+
+- **Commercial illustration surface quality** with advertising-level finish and sophisticated reproduction
+- **Painterly pencil texture** with graphite gradations and sophisticated tonal modeling preserved in inking
+- **Photorealistic material representation** distinguishing different surface qualities through texture rendering
+- **Period-authentic halftone sophistication** with 85-100 LPI screens enabling realistic gradations
+- **Sophisticated color registration** maximizing 1970s four-color printing capabilities
+- **Three-dimensional texture modeling** using light and shadow to create convincing surface reality
+
+**Pose Anchors:**
+
+- **Low-angle heroic perspectives** - viewpoint positioned below character looking upward at 15-30 degree angle, making figures appear monumentally imposing and larger-than-life
+- **Multiple-character compositions prioritized** - feature 2-3 characters minimum in complex overlapping relationships: one character supporting/catching another, figures physically connected through grabbing, pulling, or falling together
+- **Panel-breaking extensions mandatory** - cape edges, extended arms, weapons, or flowing hair must extend beyond traditional frame boundaries by 10-20% into white space or margin areas
+- **Asymmetrical character arrangements** - reject centered compositions, place main figure at 1/3 rule positioning with supporting characters creating triangular or diagonal compositional flow
+- **Tilted horizon compositions** - rotate entire scene 10-20 degrees off vertical axis to create psychological tension and dynamic energy
+- **Environmental integration** - characters interacting with architectural elements (leaning on buildings, swinging from structures) with accurate perspective and scale relationships
+- **Emotional authenticity** - faces showing genuine fear, determination, exhaustion, or pain with specific micro-expressions: furrowed brows, clenched jaw, worried eyes, stressed facial muscles
+
+**Scale Hierarchy:** Photorealistic proportions emphasizing anatomical accuracy over stylized exaggeration (realistic anatomy 85-95%, dramatic lighting 70%, sophisticated detail 60%)
+
+**Material Authenticity:** Authentic 1970s commercial printing techniques with painterly pencil methodology - no modern digital effects
+
+**Period Consistency:** All elements coherent with 1970s commercial illustration revolution and Bronze Age sophistication
+
+**Production Method:** Four-color process printing with expanded color palette and sophisticated halftone screens enabling realistic gradations
+
+**Canvas Adaptation:** Composition designed for 2:3 comic cover format with cinematic staging and photorealistic presentation
+
+------
+
+### **Fashion & Attire - Wardrobe Matrix + Prop Selector**
+
+**Adult Masculine Wardrobe:**
+
+- **Realistic superhero costumes**: Anatomically correct fit with believable fabric drape, sophisticated color schemes, realistic material representation
+- **1970s contemporary fashion**: Tailored suits, urban casual wear, period-accurate styling with commercial illustration sophistication
+- **Realistic military/adventure gear**: Believable equipment and accessories with authentic material rendering
+
+**Adult Feminine Wardrobe:**
+
+- **Sophisticated superhero designs**: Realistic fabric behavior and anatomically correct fit with fashion illustration influence
+- **1970s fashion photography**: High-fashion styling, period-accurate accessories, commercial illustration sophistication
+- **Realistic casual and professional**: Contemporary 1970s fashion with authentic material rendering and sophisticated drape
+
+**Fabric behavior**: Commercial illustration realism with authentic drape physics and sophisticated material differentiation
+
+**Accessory caps**: Moderate 2-3 accessories maximum - realistic equipment, sophisticated props, period-accurate details
+
+**Color palette restrictions**: Realistic color relationships - natural fabric colors, authentic material tones, sophisticated commercial illustration coordination
+
+**Wardrobe variation required**: Cycle through realistic color combinations avoiding repetition - emphasize photorealistic material representation
+
+**Props YAML pools**:
+
+```yaml
+hero_props:
+  - realistic_urban_environments
+  - sophisticated_lighting_equipment
+  - commercial_illustration_quality_backgrounds
+  - cinematic_staging_elements
+micro_props:
+  - realistic_surface_textures
+  - atmospheric_lighting_effects
+  - commercial_art_details
+```
+
+**Coherence filter**: All elements support photorealistic sophistication and commercial illustration aesthetic with documented 1970s period accuracy
+
+------
+
+### **Constraints**
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "bigfoot cartoon anatomy", "simplified proportions", "stylized comic book rendering"
+- "flat lighting", "amateur line quality", "unsophisticated color"
+- "basic halftone patterns", "limited color palette", "primitive printing quality"
+- "cartoonish facial features", "exaggerated anatomy", "unrealistic proportions"
+- "computer-generated gradients", "digital airbrushing", "smooth color blending", "modern digital effects"
+- "static centered poses", "conventional superhero stances", "predictable viewing angles"
+
+**Canvas Positives (≥2):**
+
+- "exactly 2:3 ratio", "recomposed for dramatic realism impact"
+- "extreme foreshortening 25-45 degrees", "Adams signature kick composition", "unconventional viewing angles"
+- "period-authentic 1970s four-color process", "flat color separations", "halftone-only gradients"
+- "commercial illustration sophistication", "expanded 64-color palette utilization"
+- "sophisticated halftone screens 85-100 LPI", "realistic material rendering"
+
+**Vocabulary warnings**: Avoid "cartoon," "stylized," "simplified" unless contextually subverting. Avoid "exaggerated," "unrealistic" unless serving dramatic staging purpose.
+
+------
+
+### **Composition & Background**
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Portrait):**
+
+- **Photorealistic emphasis** with 70% figure dominance and 30% realistic environmental integration
+- **Cinematic staging** with sophisticated camera angle choices and dramatic perspective effects
+- **Commercial illustration layout** principles with advertising photography influence and sophisticated hierarchy
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Cinematic methodology** with sophisticated camera positioning and dramatic angle selection
+- **Figure:ground ratio** 70:30 with realistic environmental integration and atmospheric perspective
+- **Photorealistic density** 85-95% anatomical accuracy with sophisticated detail hierarchy
+- **Commercial illustration lighting** with advertising-quality dramatic illumination and mood creation
+- **Realistic staging integration** optimized for 2:3 format with cinematic presentation principles
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Comic book newsprint with sophisticated commercial illustration reproduction quality
+- **Frame/Band:** Omit decorative elements - focus on photorealistic presentation without graphic design interference
+- **Production Context:** 1970s four-color printing with expanded palette and sophisticated halftone capabilities
+- **Ratio Enforcement:** Composition designed specifically for 2:3 comic cover with cinematic impact and photorealistic presentation
+
+**Backgrounds:**
+
+- **Realistic urban environments** with period-appropriate architectural detail and atmospheric perspective limited by 1970s printing capabilities
+- **Dramatic lighting environments** with period-limited color reproduction and characteristic newsprint texture showing through lighter areas
+- **Commercial art backgrounds** with 1970s printing limitations and visible halftone dot patterns in graduated areas
+- **Period-authentic atmospheric effects** with realistic lighting physics constrained by four-color process limitations and paper grain visibility
+
+**Mood/Intent:**
+
+- **Photorealistic sophistication** and commercial illustration credibility
+- **Cinematic drama** and mature visual storytelling
+- **Commercial art quality** and professional illustration standards
+- **Realistic heroism** and sophisticated character presentation
+
+------
+
+### **Typography & Text Integration**
+
+**Text Policy:** Allow with commercial illustration integration
+
+**Ratio-Appropriate Zones:** Layout optimized for 2:3 comic cover with sophisticated hierarchy and commercial design principles
+
+**Copy limits:** ≤6 words per line, ≤4 total text elements positioned for sophisticated visual impact
+
+**Period-Appropriate Typography:**
+
+- **1970s comic lettering** with professional commercial quality and sophisticated styling
+- **Commercial illustration typography** with advertising design influence and professional presentation
+- **VERTEX COMICS logo treatment** in sophisticated Adams-influenced realistic design
+- **Professional lettering** integration with photorealistic art and commercial illustration sophistication
+
+**Font recommendations:**
+
+- *Closest Google Font: Oswald (commercial sans-serif analog, 80%). Better: 1970s professional comic lettering or commercial advertising typography.*
+
+**Format-Specific Text Rules:**
+
+- **Comic cover mode:** Typography serving photorealistic presentation with commercial illustration sophistication
+- **Text integration** supporting realistic visual impact over decorative comic book conventions
+- **Commercial design hierarchy** with advertising layout principles and sophisticated presentation
+
+**Historical accuracy:** Typography must match 1970s commercial illustration standards with period-appropriate professional sophistication
+
+**Production Method Integration:** Typography rendered with 1970s commercial printing techniques and advertising design precision with sophisticated color registration and professional presentation quality
\ No newline at end of file
diff --git a/styles-source/archive/spoof_magazine_cover_analysis.md b/styles-source/archive/spoof_magazine_cover_analysis.md
new file mode 100644
index 0000000..32e6151
--- /dev/null
+++ b/styles-source/archive/spoof_magazine_cover_analysis.md
@@ -0,0 +1,2533 @@
+# Magazine Cover Styles Analysis
+
+------
+
+# "Lies" Magazine (Life Parody)
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic Life Magazine parody covers using "Lies" as the IP-safe masthead, enforcing 1940s-1960s photojournalistic authenticity with period-appropriate production methods.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications ("150 LPI halftone", "3-5mm ink spread") override descriptive language.
+- **Process-Over-Result Priority:** Authentic letterpress halftone printing supersedes visual appearance descriptions.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use 1940s-1960s printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Face-Treatment Flag:** `film-grain-triX` (authentic documentary photography with visible grain structure)
+- **Pose Flag:** `candid-motion` (photojournalistic authenticity with natural human moments)
+- **Canvas Control Flag:** `strict-reframe` (optimize for magazine cover format)
+- **Font Authentication Authority:** "LIES" masthead must use Helvetica Condensed Bold letterforms (closest Life Magazine approximation) - NO font variations permitted
+- **Full-Bleed Photography Mandate:** Photography fills entire canvas edge-to-edge with no background elements or separate spaces
+- **Text Overlay Authority:** Headlines as direct text overlays (white/black/off-yellow) with NO background boxes or blocks
+- **Period Color Mandate:** Original black-and-white photography capture (not digital filters) for 1940s-1950s authenticity with red masthead as only color element
+- **Subject Regeneration Authority:** Subject's face, expression, pose, and environmental interaction must be completely regenerated to authentically portray the specific scenario described in the headline
+- **Headline-Subject Integration Mandate:** Subject's actions, facial expressions, and body language must reflect and illustrate the absurd scenario in the generated headline
+- **Dynamic Headline Authority:** Headlines generated contextually based on desired absurd scenario, with subject regenerated to match that narrative
+- **Halftone Visibility Authority:** Visible halftone dot patterns with ink spread artifacts are REQUIRED, not optional
+- **Integrated Design Philosophy:** All elements (art, lettering, headlines) must work as unified narrative concept with subject embodying the headline's premise
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - default to minimal text approach.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "LIES" only.
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing; surface must exhibit authentic 1940s-1960s halftone characteristics with visible dots and grain.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (magazine cover format) - ignore source image dimensions completely.
+- Redraw in **Life Magazine photojournalistic style (1940s-1960s)** for **magazine cover format**.
+- **Masthead:** Replace with "**LIES**" in Life Magazine's distinctive white letters on red background.
+- **IP Safeguard Declaration:** Create original parody avoiding Life Magazine copyrighted elements while capturing photojournalistic essence.
+- **Face-Treatment Flag:** `film-grain-triX`
+- **Pose Flag:** `candid-motion`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Life Magazine's photojournalistic aesthetic and cultural storytelling prevail over fashion photography conventions.
+- **Mode Selector:** Magazine cover parody with documentary authenticity.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (magazine cover format / Life Magazine standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Complete edge-to-edge black-and-white photography coverage with masthead and text overlaid directly on image
+- **Spatial Allocation:** 100% photography coverage with strategic overlay positioning for text readability
+- **Background Treatment:** NO separate background elements - black-and-white photograph IS the entire canvas
+- **Format Justification:** Full-bleed black-and-white format maximizes visual impact and 1940s-1950s documentary authenticity
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Life Magazine photojournalism (1936-1972), Margaret Bourke-White, Robert Capa, Gordon Parks, American documentary photography tradition.
+- **Medium/Production method:** Black-and-white and color documentary photography reproduced via letterpress halftone printing on heavily coated paper stock.
+- **Thematic purpose:** Documenting American life and global events through compelling visual storytelling with humanistic cultural significance.
+- **Hallmark motifs:** Heroic portraits, candid news moments, human-interest features, cultural icons, historical documentation.
+- **Period framing:** 1940s-1960s American photojournalism golden age with authentic magazine production methods.
+- **Tone Tag:** Authoritative, humanistic, culturally significant with emphasis on American life and global events.
+- **Production Era Authenticity:** Letterpress halftone printing with visible dot patterns, ink spread characteristics, and period-appropriate color limitations.
+
+------
+
+### 4) Technical Execution
+
+**TECHNICAL EXECUTION ANCHORS (Critical - REQUIRED):**
+
+- **Halftone Visibility Mandate:** VISIBLE 120-150 LPI halftone dots with dark ink halos and white/light centers (letterpress artifact) - dots must be individually discernible, not smooth gradients
+- **Film Grain Authority:** Authentic Tri-X film grain structure visible at 400-800 ISO equivalent - surface must show photographic grain, not digital smoothness
+- **Paper Texture Anchor:** Heavily coated paper stock with tactile surface variation of 0.2-0.5mm from halftone impression
+- **Registration Drift Requirement:** Deliberate color registration drift of 0.5-1mm typical of 1940s-1960s printing technology
+- **Ink Spread Specification:** High-viscosity letterpress ink with 2-3mm spread creating visible darker dot edges under magnification
+- **Tonal Limitation Anchor:** Restricted dynamic range reflecting period film stock and printing constraints - avoid modern high-contrast
+- **Surface Imperfection Authority:** Include period printing artifacts: slight paper texture visibility, ink inconsistencies, registration marks
+- **Detail Hierarchy Anchor:** Sharp focus on human subjects with documentary precision, environmental context rendered with period lens characteristics
+
+**POSE ANCHORS:**
+
+- Head positioning: Natural documentary angles with authentic human moments
+- Eye contact: Direct engagement or narrative-appropriate gaze direction
+- Gesture economy: Candid, unposed movements capturing human authenticity
+- Environmental integration: Subject placement supporting documentary storytelling
+
+**PERIOD CONSISTENCY ANCHOR:** All elements historically coherent with 1940s-1960s magazine production methods and photojournalistic conventions.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**WARDROBE TRACKS:**
+
+- **Period-accurate American clothing:** Natural, unposed styling reflecting 1940s-1960s fashion appropriate to subject and story context
+- **Fabric behavior:** Natural drape and authentic period materials with documentary authenticity
+- **Accessory caps:** Minimalist 0-2 accessories supporting documentary realism
+- **Color palette:** Period-appropriate colors limited by available dyes and printing technology of the era
+
+**WARDROBE VARIATION:** Cycle through period-appropriate palette avoiding identical repetition between iterations.
+
+**PROPS:** 1 hero prop maximum, culturally and temporally authentic to 1940s-1960s American context.
+
+**YAML PROP POOLS:**
+
+```yaml
+american_life_props:
+  work_tools: [typewriter, hard_hat, stethoscope, briefcase]
+  cultural_items: [american_flag, baseball, vinyl_record, newspaper]
+  period_technology: [rotary_phone, camera, radio, television]
+```
+
+**COHERENCE FILTER:** All elements support 1940s-1960s American photojournalistic authenticity; fallback = clean documentary scene.
+
+------
+
+### 6) Constraints
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `digital photo filters`, `HDR smoothing`, `Instagram effects`, `perfect digital smoothness`
+- `modern offset printing patterns`, `perfectly uniform halftone dots`, `invisible dot structure`
+- `hyper-saturated colors`, `digital lens flare`, `over-sharp digital photography`
+- `fashion magazine glamour`, `commercial posing`, `modern digital sheen`
+- `excessive cover lines`, `modern magazine text density`, `newsstand competition texting`
+- `font variations in masthead`, `logo inconsistency`, `changing letterforms`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 2:3 magazine cover ratio`, `recomposed for newsstand format`
+- `authentic letterpress halftone dot pattern with visible ink halos and light centers`
+- `1940s-1960s photojournalistic documentary style with visible film grain structure`
+- `heavily coated paper texture with period printing characteristics and registration drift`
+- `natural candid poses emphasizing human authenticity and documentary integrity`
+- `minimal text approach with maximum 3 total elements`, `white space confidence`
+- `consistent LIES masthead letterforms with identical proportions and weight`
+
+**VOCABULARY WARNINGS:** Avoid "glamorous," "fashion-forward," "stylized" - emphasize documentary authenticity and cultural significance.
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Magazine Cover):**
+
+- Vertical emphasis with subject dominance ≥70%
+- Magazine hierarchy: masthead, main image, cover lines
+- Newsstand impact optimization with clear visual hierarchy
+
+**FULL-BLEED PHOTOJOURNALISTIC COMPOSITION:**
+
+- **Perspective regime:** Authentic camera angles with complete edge-to-edge black-and-white photography coverage
+- **Photography dominance:** 100% canvas coverage with no separate background elements or color fields
+- **Text overlay integration:** Direct text placement on black-and-white photograph with optimal contrast positioning
+- **Lighting logic:** Period-appropriate black-and-white photography with strong contrast supporting text overlay readability
+- **Detail hierarchy:** Optimized for 2:3 ratio with clear focal points accommodating text overlay placement
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Heavily coated magazine paper with complete black-and-white photography coverage
+- **Text Overlay Integration Anchor:** Clean white/black/off-yellow text directly on photograph with NO background blocks
+- **Production Context Anchor:** Letterpress halftone printing covering entire black-and-white canvas surface
+- **Ratio Enforcement Anchor:** Complete black-and-white photographic composition designed for 2:3 magazine format
+
+**BACKGROUND TREATMENT:**
+
+- American cultural environments appropriate to 1940s-1960s context
+- Documentary authenticity with storytelling through environmental context
+- No artificial or stylized backgrounds - maintain photojournalistic integrity
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY:** Allow text integration for magazine cover format.
+
+**RATIO-APPROPRIATE ZONES:** Layout optimized for 2:3 magazine cover with period-appropriate hierarchy:
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - FONT AUTHENTICATION):**
+
+- **"LIES" Logo Authority:** Four white letters using **Helvetica Condensed Bold** letterforms with tight condensed proportions
+- **Character Specifications:** Minimal letter spacing, bold weight, sharp edges matching Life Magazine condensed style
+- **Position Authority:** Top-left corner overlay on black-and-white photograph with red background block
+- **Color Requirements:** White lettering with red background block as ONLY color element on black-and-white photograph
+- **Tagline Integration:** "Facts Optional Since 1936" in smaller white text on red background below masthead
+
+**TEXT OVERLAY SYSTEM (NO BACKGROUND BLOCKS):**
+
+- **Direct Text Overlay:** Headlines as clean white, black, or off-yellow text directly on black-and-white photograph
+- **NO Background Elements:** Absolutely no boxes, blocks, or background fills behind headline text
+- **Contrast Optimization:** Text color chosen for maximum readability against specific photograph areas
+- **Proportional Scale:** Headlines sized appropriately to Life Magazine proportions (approximately 15-20% of total canvas height)
+
+**NARRATIVE-DRIVEN HEADLINE GENERATION:**
+
+- **Scenario-First Approach:** Generate absurd scenario first, then create headline describing that specific situation
+- **Subject Regeneration Requirement:** Completely recreate subject to authentically portray the generated scenario
+- **Environmental Integration:** Include props, setting elements, and contextual details supporting the absurd premise
+- **Expression Authenticity:** Subject's face must genuinely reflect emotions appropriate to experiencing the impossible situation
+
+**DYNAMIC HEADLINE GENERATION (Scenario-Responsive):**
+
+- **Absurd Premise Creation:** Generate impossible but family-friendly scenarios appropriate for satirical news format
+
+- **Subject Integration:** Regenerate subject's entire appearance to authentically portray someone experiencing that specific scenario
+
+- **Narrative Coherence:** Every visual element must support and illustrate the headline's absurd premise
+
+- **Format Examples for Subject Regeneration:**
+
+  ```yaml
+  confusion_scenarios:   
+  	headline: "Local [Person] Discovers [Time/Day] Was Actually [Different Time/Day] All Along"  
+  	subject_requirements: confused expression, checking timepiece/calendar, bewildered body language
+  mundane_magic_scenarios:  
+  	headline: "Area [Person] Baffled as [Household Object] Develops [Impossible Ability]"  
+  	subject_requirements: shocked expression, defensive posture, genuine surprise at object behavior
+  scientific_absurdity:  
+  	headline: "Scientists Confirm [Everyday Item] Actually [Ridiculous Discovery]"
+  	subject_requirements: serious expression holding/examining item, documentary-style presentation
+  authority_rebellion: 
+  	headline: "Local [Person] Reports [Institution/Authority] Has Stopped [Basic Function]" 
+  	subject_requirements: concerned expression, official posture, holding relevant documentation
+  weather_personality_disorders:
+    	headline: "[Person] Reports [Weather Phenomenon] Developing [Human Trait]"
+    	subject_requirements: documenting expression, weather measurement tools, outdoor setting
+  social_protocol_failures:
+    	headline: "Local [Person] Confirms [Social Convention] No Longer [Functions Properly]"
+    	subject_requirements: bewildered expression, demonstrating failed convention, social setting
+  professional_confusion:
+    	headline: "[Professional] Discovers [Work Tool] Has Been [Doing Job Wrong]"
+   	subject_requirements: realization expression, examining tool, work environment visible
+  natural_law_violations:
+    	headline: "Area [Person] Witnesses [Natural Force] Taking [Day Off/Break]"
+    	subject_requirements: amazed expression, pointing gesture, documentary evidence nearby
+  ```
+
+**VISUAL-NARRATIVE INTEGRATION RULES:**
+
+- **Complete Subject Recreation:** No generic portraits - every element regenerated to serve the narrative
+- **Emotional Authenticity:** Subject genuinely experiencing the absurd situation, not posing
+- **Environmental Storytelling:** Props and setting elements that support and enhance the impossible premise
+- **Documentary Credibility:** Present absurd scenarios with straight-faced journalistic seriousness
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period-appropriate letterpress printing limitations and registration quality with characteristic 1940s-1960s imperfections.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 2:3 ratio + IP Safeguard + "LIES" masthead + photojournalistic authenticity
+- **Section 2:** Magazine cover recomposition + documentary spatial allocation + 1940s-1960s context
+- **Section 3:** Life Magazine influences + letterpress halftone production + American photojournalism
+- **Section 4:** ≥8 technical anchors + film grain + halftone patterns + period printing limitations
+- **Section 5:** 1940s-1960s American wardrobe + documentary props + cultural authenticity
+- **Section 6:** Period-specific constraints + authentic printing characteristics + anti-modern elements
+- **Section 7:** Magazine cover composition + photojournalistic framing + environmental documentary context
+- **Section 8:** "LIES" masthead + period typography + parody cover lines + letterpress printing integration
+- **Material authenticity:** Authentic halftone characteristics with measurable ink spread and dot patterns
+- **Production authenticity:** 1940s-1960s printing methods with characteristic limitations and imperfections
+- **Documentary integrity:** Photojournalistic approach prioritizing human stories and cultural significance
+- **Parody protection:** Original content avoiding copyrighted Life Magazine elements while capturing essence
+
+------
+
+# "Rogue" Magazine (Vogue Parody)
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic Vogue Magazine parody covers using "Rogue" as the IP-safe masthead, enforcing period-specific fashion photography authenticity with era-appropriate production methods.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Fashion icon transformation via sophisticated styling and pose rather than documentary realism.
+- **Technical Measurement Authority:** Quantitative specifications ("rotogravure screen pattern", "offset lithography precision") override descriptive language.
+- **Process-Over-Result Priority:** Era-authentic printing methods supersede modern digital perfection.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use era-specific printing methods (1960s rotogravure vs 1990s+ offset lithography) with characteristic surface finishes.
+- **Face-Treatment Flag:** `color-surge` (high-quality fashion photography with period-appropriate processing)
+- **Pose Flag:** `power-stance` (sophisticated fashion poses emphasizing elegance and authority)
+- **Canvas Control Flag:** `strict-reframe` (optimize for magazine cover format)
+- **Font Authentication Authority:** "ROGUE" masthead must use Didot letterforms (closest Vogue approximation) - NO font variations permitted
+- **Fashion Photography Mandate:** High-fashion styling with luxury presentation filling entire canvas
+- **Era Selection Authority:** Choose specific Vogue era (1960s Vreeland "Youthquake" OR 1990s+ Wintour "High/Low") with corresponding production methods
+- **Fashion Parody Authority:** Headlines must be satirical and absurd, mocking fashion industry conventions through impossible scenarios
+- **Subject Regeneration Authority:** Subject's styling, pose, and fashion presentation must be completely regenerated to authentically portray absurd fashion scenarios described in generated headlines
+- **Fashion-Subject Integration Mandate:** Subject's styling, pose, and expression must reflect genuine experience of the impossible fashion situation, not generic fashion posing
+- **Satirical Fashion Authority:** Fashion scenarios generated contextually using absurd premise templates, with subject regenerated to embody that comedic narrative
+- **Production Method Authority:** Era-specific printing characteristics (rotogravure matte finish OR offset lithography gloss) are REQUIRED
+- **Integrated Design Philosophy:** All elements (styling, pose, typography) must work as unified high-fashion concept
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Allow sophisticated fashion magazine text integration.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "ROGUE" only.
+- **Material authenticity:** Era-specific printing characteristics with authentic surface finishes and production limitations.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (magazine cover format) - ignore source image dimensions completely.
+- **Era Selection:** Choose **1960s Vreeland "Youthquake" Style** OR **1990s+ Wintour "High/Low" Style** for authentic period reproduction.
+- **Masthead:** Replace with "**ROGUE**" in Vogue's distinctive Didot letterforms.
+- **IP Safeguard Declaration:** Create original fashion parody avoiding Vogue copyrighted elements while capturing high-fashion essence.
+- **Face-Treatment Flag:** `color-surge`
+- **Pose Flag:** `power-stance`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** High-fashion photography aesthetic and luxury presentation prevail over documentary realism.
+- **Mode Selector:** Fashion magazine cover parody with luxury authenticity.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (magazine cover format / Vogue standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Complete fashion photography coverage with sophisticated styling and masthead integration
+- **Spatial Allocation:** Subject dominance ≥75% with fashion styling showcase
+- **Background Treatment:** Era-appropriate fashion photography backgrounds (studio OR real-world locations)
+- **Format Justification:** Portrait format maximizes fashion impact and newsstand sophistication
+
+------
+
+### 3) Artistic Style & Context
+
+**ERA-SPECIFIC INFLUENCES:**
+
+**1960s Vreeland "Youthquake" Era:**
+
+- **Influences:** Diana Vreeland's revolutionary vision, Richard Avedon photography, Twiggy aesthetic, Mod culture, youth-driven fashion innovation
+- **Medium/Production method:** High-quality color photography reproduced via rotogravure printing on uncoated/low-gloss paper stock with characteristic matte finish
+- **Thematic purpose:** Creating satirical fashion parody through absurd scenarios mocking fashion industry conventions while maintaining visual sophistication
+- **Hallmark motifs:** Miniskirts and shift dresses, psychedelic prints, geometric patterns, unconventional beauty celebration, dynamic spirited posing
+
+**1990s+ Wintour "High/Low" Era:**
+
+- **Influences:** Anna Wintour's democratization vision, celebrity fashion icons, street style integration, high/low mixing, Peter Lindbergh "raw realness"
+- **Medium/Production method:** Modern color photography reproduced via offset lithography on high-gloss coated paper with smooth, reflective finish **1990s+ Wintour Era:**
+- **Thematic purpose:** Creating satirical commentary on fashion democratization through absurd accessibility scenarios while maintaining sophisticated visual presentation
+- **Hallmark motifs:** High/low fashion mixing, barely-there makeup, approachable spontaneity, celebrity portraiture, real-world settings
+
+**Production Era Authenticity:** Era-specific printing methods with characteristic surface finishes and color reproduction limitations.
+
+------
+
+### 4) Technical Execution
+
+**ERA-SPECIFIC TECHNICAL ANCHORS:**
+
+**1960s Vreeland Era Requirements:**
+
+- **Rotogravure Pattern Mandate:** VISIBLE regular grid-like screen pattern characteristic of high-speed rotogravure printing - NO smooth digital surfaces
+- **Matte Surface Authority:** Uncoated or low-gloss paper stock with non-reflective, textured finish - NO glossy modern effects
+- **Color Palette Specification:** Bold psychedelic colors and authentic 1960s palette - vibrant but with rotogravure color limitations
+- **Print Quality Constraints:** Slight color registration variations and characteristic rotogravure artifacts required
+- **Pose Dynamics:** Spirited, gestural poses reflecting "fun, spirited and young attitudes" with movement and energy
+- **Beauty Standards:** Celebration of unconventional features and anatomical uniqueness over traditional beauty
+
+**1990s+ Wintour Era Requirements:**
+
+- **Invisible Offset Authority:** Smooth, continuous-tone appearance with imperceptible CMYK rosette pattern at normal viewing distance
+- **High-Gloss Surface:** Coated paper stock with reflective, smooth finish enhancing color vibrancy and photographic quality
+- **Deconstructed Elegance:** Natural "barely-there" makeup with minimal jewelry, approachable sophistication
+- **Spontaneous Authenticity:** Street-style snapshot aesthetic with windswept hair and off-camera gazes
+- **High/Low Integration:** Luxury fashion pieces mixed with accessible elements (designer blazer + jeans concept)
+- **Real-World Settings:** Authentic urban environments rather than studio backgrounds
+
+**UNIVERSAL TECHNICAL REQUIREMENTS:**
+
+- **Paper Texture Anchor:** Era-appropriate substrate with authentic tactile characteristics
+- **Color Registration:** Period-specific printing accuracy and characteristic limitations
+- **Surface Imperfection Authority:** Include era-appropriate printing artifacts and paper texture visibility
+- **Detail Hierarchy Anchor:** Sharp focus on fashion elements and styling with sophisticated composition
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**ERA-SPECIFIC FASHION REQUIREMENTS:**
+
+**1960s Vreeland Era:**
+
+- **Primary Silhouettes:** Mini dresses, shift dresses, bell-bottom trousers, geometric A-line shapes
+- **Color Palette:** Psychedelic prints, bold geometric patterns, vibrant colors rebelling against 1950s pastels
+- **Styling Philosophy:** Unconventional beauty celebration, youth-driven innovation, experimental fashion mixing
+- **Accessories:** Statement jewelry supporting bold aesthetic, geometric shapes, youth culture elements
+
+**1990s+ Wintour Era:**
+
+- **High/Low Mixing:** Luxury couture pieces (Christian Lacroix) paired with accessible items (designer jeans)
+- **Styling Philosophy:** Approachable sophistication, real-world wearability, celebrity-inspired fashion authority
+- **Makeup Approach:** Natural "barely-there" look with deconstructed elegance
+- **Accessories:** Minimal, sophisticated pieces supporting approachable luxury aesthetic
+
+**UNIVERSAL FASHION REQUIREMENTS:**
+
+- **Fabric Behavior:** High-quality fashion photography showcasing texture, drape, and luxury presentation
+- **Wardrobe Variation:** Cycle through era-appropriate high-fashion palette avoiding repetition
+- **Props:** Maximum 2 fashion-relevant props supporting luxury lifestyle narrative
+
+**YAML FASHION POOLS:**
+
+```yaml
+vreeland_1960s:
+  silhouettes: [mini_dress, shift_dress, bell_bottom_trousers, geometric_coat]
+  patterns: [psychedelic_print, geometric_design, bold_stripes, mod_graphics]
+  accessories: [statement_earrings, geometric_necklace, wide_brim_hat, bold_sunglasses]
+
+wintour_1990s_plus:
+  luxury_pieces: [couture_jacket, designer_dress, luxury_handbag, statement_shoes]
+  accessible_elements: [designer_jeans, casual_knitwear, street_style_accessories]
+  styling_approach: [natural_makeup, minimal_jewelry, approachable_sophistication]
+```
+
+------
+
+### 6) Constraints
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `documentary photography aesthetics`, `photojournalistic approach`, `news magazine style`
+- `casual everyday clothing`, `poor styling techniques`, `amateur fashion photography`
+- `modern digital perfection contradicting era specifications`, `wrong printing method characteristics`
+- `conventional beauty standards when using 1960s era`, `overly formal poses when using 1990s+ era`
+- `chunky casual fonts for masthead`, `sans-serif masthead alternatives`, `non-Didot letterforms`
+- `excessive cover lines competing with photography`, `cluttered text layout`, `newsstand competition texting`
+- `serious fashion magazine copy`, `generic fashion industry language`, `non-satirical headlines`
+- `conventional fashion authority tone`, `straight luxury presentation without humor`, `industry jargon without parody`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 2:3 magazine cover ratio`, `recomposed for high-fashion presentation`
+- `era-specific printing characteristics with authentic surface finishes and registration limitations`
+- `sophisticated fashion styling emphasizing luxury and elegance with appropriate era styling`
+- `EXACT Didot masthead letterforms with high-contrast serif sophistication matching Vogue authority`
+- `period-appropriate fashion photography techniques and aesthetic approaches with authentic printing methods`
+- `complete fashion styling regeneration supporting satirical fashion scenarios through subject embodiment`
+- `restrained cover line approach respecting era-specific text minimalism constraints`
+- `satirical headlines mocking fashion industry conventions through impossible absurd scenarios`
+- `subject authentically experiencing absurd fashion situations rather than generic fashion posing`
+
+**VOCABULARY WARNINGS:** Avoid "documentary," "journalistic," "casual" - emphasize "sophisticated," "luxurious," "elegant," "fashion-forward."
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Magazine Cover):**
+
+- Vertical emphasis with fashion subject dominance ≥75%
+- Magazine hierarchy: sophisticated masthead, fashion photography, elegant cover lines
+- Luxury presentation optimization with sophisticated visual hierarchy
+
+**ERA-SPECIFIC COMPOSITION:**
+
+**1960s Vreeland Era:**
+
+- **Background Treatment:** Studio-based or stylized environments supporting bold fashion experimentation
+- **Pose Integration:** Dynamic, spirited positioning reflecting youth culture energy and fashion innovation
+- **Color Dominance:** Bold, experimental backgrounds supporting psychedelic aesthetic
+
+**1990s+ Wintour Era:**
+
+- **Background Treatment:** Real-world city streets or authentic environments reflecting "street style" aesthetic
+- **Pose Integration:** Approachable spontaneity with natural, authentic moments captured mid-movement
+- **Environmental Context:** Sophisticated urban settings supporting accessible luxury narrative
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Era-appropriate magazine paper with authentic printing characteristics
+- **Fashion Integration Anchor:** Complete styling supporting luxury fashion narrative
+- **Production Context Anchor:** Period-specific printing covering entire canvas with characteristic finish
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 fashion magazine format
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY:** Allow sophisticated fashion magazine text integration.
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - FONT AUTHENTICATION):**
+
+- **"ROGUE" Logo Authority:** Five letters using **EXACT Didot letterforms** with high-contrast serif characteristics
+- **Character Specifications:** Sharp, elegant serif with dramatic thick/thin stroke contrast, sophisticated vertical stress, fashion authority weight
+- **Critical Requirement:** Must match Vogue's sophisticated typography - NO casual, chunky, or sans-serif alternatives permitted
+- **Position Authority:** Top-center placement maintaining Vogue's authoritative brand positioning with elegant hierarchy
+- **Color Requirements:** Era-appropriate masthead color coordinated with cover design
+- **Tagline Integration:** "Fashion for People Who Own Mirrors" in smaller elegant serif typeface below masthead
+
+**ERA-SPECIFIC TYPOGRAPHY:**
+
+**1960s Vreeland Era:**
+
+- **Cover Line Approach:** MAXIMUM 2 total cover lines allowing bold fashion photography to dominate
+- **Typography Style:** Clean, minimal fonts supporting experimental aesthetic without competing with visual impact
+- **Satirical Constraint:** Headlines must mock fashion industry conventions through absurd scenarios while maintaining sophisticated presentation
+- **Text Philosophy:** Visual power of photograph showing subject experiencing impossible fashion situation dominates with absolute minimal textual interference
+
+**1990s+ Wintour Era:**
+
+- **Cover Line Strategy:** MAXIMUM 4 strategically placed cover lines using sophisticated typography hierarchy
+- **Typography Hierarchy:** Structured approach with Didot masthead as anchor and strategic supporting satirical text
+- **Satirical Constraint:** Headlines must parody fashion democratization and accessibility through impossible scenarios
+- **Text Philosophy:** Witty and satirical tone mocking fashion industry while maintaining sophisticated visual restraint
+
+**DYNAMIC FASHION HEADLINE GENERATION (Scenario-Responsive):**
+
+**Fashion Scenario Templates for Subject Regeneration:**
+
+```yaml
+trend_absurdity:
+  headline: "[Fashion Authority] Discovers [Clothing Item] Actually [Practical Function]"
+  subject_requirements: shocked expression, examining garment, fashion authority posture
+  styling_notes: high-fashion presentation with ironic practical element
+
+wardrobe_malfunction_prevention:
+  headline: "Local [Fashion Role] Successfully [Basic Fashion Task], [Fashion World] Celebrates"
+  subject_requirements: triumphant expression, demonstrating successful coordination, confident pose
+  styling_notes: perfectly coordinated outfit showcasing the "achievement"
+
+designer_honesty:
+  headline: "[Designer/Brand] Admits [Fashion Truth] About [Luxury Item]"
+  subject_requirements: conspiratorial expression, luxury item prominently featured, insider knowledge pose
+  styling_notes: high-end fashion piece with documentary-style presentation
+
+fashion_reality_check:
+  headline: "[Fashion Professional] Caught [Normal Human Activity], Industry [Reaction]"
+  subject_requirements: candid natural behavior, fashion styling maintained, humanizing moment
+  styling_notes: luxury fashion in real-world context
+
+seasonal_rebellion:
+  headline: "[Fashion Element] Refuses to [Seasonal Expectation], [Fashion Authority] Responds"
+  subject_requirements: defiant expression, weather-inappropriate styling, fashion rule-breaking pose
+  styling_notes: deliberately contrarian fashion choices with authority
+
+accessibility_revolution:
+  headline: "[Luxury Brand] Announces [Clothing Item] Now Available in [Practical Feature]"
+  subject_requirements: relieved expression, demonstrating practical feature, approachable pose
+  styling_notes: luxury fashion with unexpected practical elements
+
+color_coordination_crisis:
+  headline: "[Fashion Expert] Declares [Color Combination] [Unexpected Verdict]"
+  subject_requirements: authoritative expression, color analysis gesture, expert styling
+  styling_notes: specific color combination prominently featured in styling
+
+fashion_week_reality:
+  headline: "[Fashion Event] Models Accidentally [Normal Behavior] During Show"
+  subject_requirements: surprised candid expression, fashion pose interrupted, runway styling
+  styling_notes: high-fashion runway look with humanizing element
+
+luxury_logic:
+  headline: "[Price Point] [Item] Revealed to Actually [Logical Function]"
+  subject_requirements: explaining expression, cost-benefit analysis pose, luxury item showcase
+  styling_notes: expensive fashion piece with practical demonstration
+
+style_breakthrough:
+  headline: "[Fashion Demographic] Finally Solves [Universal Styling Problem]"
+  subject_requirements: eureka expression, solution demonstration, accomplished pose
+  styling_notes: styling showcasing the breakthrough solution
+```
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with era-appropriate printing characteristics and registration quality matching declared time period.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 2:3 ratio + IP Safeguard + era selection + "ROGUE" masthead + fashion authenticity
+- **Section 2:** Magazine cover recomposition + fashion styling allocation + era-appropriate backgrounds
+- **Section 3:** Era-specific influences + period printing methods + fashion photography traditions
+- **Section 4:** Era-specific technical anchors + printing characteristics + fashion styling requirements
+- **Section 5:** Period-appropriate fashion + luxury styling + high-fashion wardrobe matrix
+- **Section 6:** Fashion-specific constraints + era printing characteristics + luxury presentation requirements
+- **Section 7:** Fashion magazine composition + era-appropriate backgrounds + sophisticated visual hierarchy
+- **Section 8:** "ROGUE" masthead + Didot typography + era-specific cover line approaches + fashion parody integration
+- **Material authenticity:** Era-specific printing characteristics with authentic surface finishes
+- **Production authenticity:** Period printing methods with characteristic limitations and quality standards
+- **Fashion integrity:** High-fashion approach prioritizing luxury styling and sophisticated presentation
+- **Parody protection:** Original fashion content avoiding copyrighted Vogue elements while capturing essence
+
+------
+
+# "Rolling Scone" Magazine (Rolling Stone Parody)
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic Rolling Stone Magazine parody covers using "Rolling Scone" as the IP-safe masthead, enforcing 1970s-1980s rock portrait authenticity with Annie Leibovitz-inspired photography and baking humor integration.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Rock icon transformation via theatrical staging and intimate portraiture rather than documentary realism.
+- **Technical Measurement Authority:** Quantitative specifications ("silver-halide grain structure", "offset lithography newsprint") override descriptive language.
+- **Process-Over-Result Priority:** 1970s film photography and offset printing methods supersede modern digital perfection.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use 1970s-1980s offset lithography on newsprint-like paper with characteristic texture and grain.
+- **Face-Treatment Flag:** `film-grain-triX` (authentic 35mm film photography with visible grain structure)
+- **Pose Flag:** `psychological-tension` (intimate rock portraiture emphasizing character revelation)
+- **Canvas Control Flag:** `strict-reframe` (optimize for magazine cover format)
+- **Font Authentication Authority:** "ROLLING SCONE" masthead must use psychedelic ornate letterforms (Rick Griffin style) - NO modern fonts permitted
+- **Rock Photography Mandate:** Intimate rock portraiture with theatrical staging filling entire canvas
+- **Baking Parody Authority:** Rock scenarios must incorporate satirical baking elements through props, poses, and headlines
+- **Subject Regeneration Authority:** Subject's styling, pose, and rock presentation must be completely regenerated to authentically portray rock-baking crossover scenarios
+- **Rock-Baking Integration Mandate:** Subject's styling, pose, and expression must reflect genuine experience of impossible rock-baking situations
+- **Satirical Rock Authority:** Rock scenarios generated contextually with baking parody elements, with subject regenerated to embody that comedic narrative
+- **Production Method Authority:** Offset lithography on newsprint-texture paper with visible film grain are REQUIRED
+- **Integrated Design Philosophy:** All elements (rock styling, baking props, typography) must work as unified rock parody concept
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Allow rock magazine text integration with baking humor.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "ROLLING SCONE" only.
+- **Material authenticity:** 1970s-1980s film photography characteristics with authentic newsprint printing texture.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (magazine cover format) - ignore source image dimensions completely.
+- **Redraw in Annie Leibovitz Rolling Stone photographic style (1970s-1980s)** for **rock magazine cover format**.
+- **Masthead:** Replace with "**ROLLING SCONE**" in Rolling Stone's distinctive psychedelic ornate letterforms.
+- **IP Safeguard Declaration:** Create original rock parody avoiding Rolling Stone copyrighted elements while capturing rock photography essence.
+- **Face-Treatment Flag:** `film-grain-triX`
+- **Pose Flag:** `psychological-tension`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Annie Leibovitz rock photography aesthetic and intimate portraiture prevail over documentary realism.
+- **Mode Selector:** Rock magazine cover parody with baking humor integration.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (magazine cover format / Rolling Stone standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Complete rock photography coverage with intimate staging and baking prop integration
+- **Spatial Allocation:** Subject dominance ≥75% with rock styling and baking element showcase
+- **Background Treatment:** Environmental rock contexts (studio, backstage, performance spaces) with baking element integration
+- **Format Justification:** Portrait format maximizes rock star impact and intimate character revelation
+
+------
+
+### 3) Artistic Style & Context
+
+**ANNIE LEIBOVITZ ROLLING STONE INFLUENCES:**
+
+- **Influences:** Annie Leibovitz's 1970s-1980s Rolling Stone photography, documentary/theatrical staging fusion, Robert Frank photojournalism, Richard Avedon portraiture mentorship
+- **Medium/Production method:** 35mm film photography (Canon AE-1) reproduced via offset lithography on newsprint-texture paper stock
+- **Thematic purpose:** Creating satirical rock parody through impossible rock-baking crossover scenarios while maintaining intimate portrait authenticity
+- **Hallmark motifs:** Intimate rock portraiture, theatrical staging, vulnerable character revelation, "in-between moments," conceptual narrative construction, rock mythology elevation
+- **Period framing:** 1970s-1980s Rolling Stone era with authentic film photography and offset printing methods
+- **Tone Tag:** Intimate, theatrical, character-revealing with satirical rock-baking crossover elements
+- **Production Era Authenticity:** Offset lithography with visible film grain, newsprint texture, and period-appropriate color limitations
+
+------
+
+### 4) Technical Execution
+
+**ANNIE LEIBOVITZ TECHNICAL ANCHORS:**
+
+**FILM PHOTOGRAPHY REQUIREMENTS:**
+
+- **Silver-Halide Grain Mandate:** VISIBLE film grain structure characteristic of 1970s 35mm photography (Canon AE-1 with Tri-X film)
+- **Grain Size Specifications:** Black-and-white: 0.2-2.0 microns visible clumping pattern; Color: 10-25 microns dye-cloud clusters
+- **Newsprint Surface Authority:** Offset lithography on newsprint-texture paper with non-glossy, slightly absorbent finish
+- **Dramatic Lighting Specification:** High-contrast lighting inspired by Renaissance portraiture, subject-focused with environmental isolation
+- **Environmental Integration:** Subject placed in rock contexts (backstage, studio, performance) but isolated through lighting and depth of field
+- **Intimate Scale Authority:** Close portrait framing emphasizing facial expression and character revelation over action
+
+**LEIBOVITZ COMPOSITIONAL REQUIREMENTS:**
+
+- **Subject Dominance:** ≥75% canvas occupation focusing on rock star character and expression
+- **Theatrical Staging:** Deliberate pose construction revealing subject's persona while incorporating baking elements
+- **"In-Between" Moments:** Capture moments before/after peak action, emphasizing vulnerability and authenticity
+- **Conceptual Narrative:** Each image tells story about subject's character through baking-rock crossover scenario
+
+**UNIVERSAL TECHNICAL REQUIREMENTS:**
+
+- **Paper Texture Anchor:** Newsprint-like substrate with characteristic absorption and texture
+- **Color Registration:** Period-appropriate offset printing with slight registration variations
+- **Surface Imperfection Authority:** Include 1970s printing artifacts and paper texture visibility
+- **Detail Hierarchy Anchor:** Sharp focus on subject character with theatrical staging elements
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**ROCK-BAKING CROSSOVER STYLING:**
+
+**PRIMARY ROCK ELEMENTS:**
+
+- **Rock Attire Foundation:** Leather jackets, ripped jeans, vintage band tees, rock accessories (chains, rings, boots)
+- **Hair/Makeup:** Authentic rock styling appropriate to 1970s-1980s era with natural texture and period authenticity
+- **Rock Authenticity:** Must maintain credible rock star appearance and attitude
+
+**BAKING ELEMENT INTEGRATION:**
+
+- **Satirical Baking Props:** Aprons over leather jackets, oven mitts as accessories, chef hats combined with rock styling
+- **Baking Tool Props:** Mixing bowls, whisks, flour bags, baking sheets integrated into rock environment
+- **Kitchen-Studio Fusion:** Professional baking equipment in backstage/studio rock environments
+
+**STYLING PHILOSOPHY:**
+
+- **Credible Rock Foundation:** Subject must look like authentic rock star first
+- **Satirical Baking Overlay:** Baking elements added as humorous but integrated styling choices
+- **Environmental Integration:** Baking props feel natural within rock context through creative staging
+
+**YAML ROCK-BAKING PROPS:**
+
+```yaml
+rock_baking_crossover:
+  clothing_combinations: [leather_jacket_apron, ripped_jeans_chef_hat, vintage_tee_oven_mitts, rock_boots_flour_dusting]
+  prop_combinations: [guitar_mixing_bowl, microphone_whisk, drumsticks_rolling_pin, amp_oven]
+  environmental_fusion: [recording_studio_kitchen, backstage_bakery, concert_stage_baking, tour_bus_pastry_shop]
+```
+
+**COHERENCE FILTER:** All elements support credible rock star identity with satirical baking integration; fallback = authentic rock styling with minimal baking accent.
+
+------
+
+### 6) Constraints
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `modern digital photography`, `HDR effects`, `pixel-perfect clarity`, `digital filters`
+- `fashion magazine aesthetics`, `commercial glamour photography`, `polished artificiality`
+- `conventional celebrity portraiture`, `peak action moments`, `obvious staged poses`
+- `serious baking contexts`, `professional kitchen environments`, `non-rock integration`
+- `modern offset printing perfection`, `glossy paper surfaces`, `invisible grain structure`
+- `psychedelic fonts for masthead`, `hand-drawn ornate letterforms`, `Rick Griffin style typography`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 2:3 magazine cover ratio`, `recomposed for rock magazine presentation`
+- `authentic 1970s-1980s film grain structure with visible silver-halide characteristics`
+- `intimate rock portraiture emphasizing character revelation and vulnerability`
+- `Rick Griffin psychedelic masthead letterforms with ornate hand-drawn characteristics`
+- `newsprint-texture offset lithography with period printing characteristics`
+- `complete rock-baking styling regeneration supporting satirical crossover scenarios`
+- `theatrical staging revealing subject character through impossible rock-baking situations`
+- `satirical headlines combining rock culture with baking humor through contextual generation`
+
+**VOCABULARY WARNINGS:** Avoid "polished," "commercial," "glamorous" - emphasize "intimate," "theatrical," "character-revealing," "vulnerable."
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Magazine Cover):**
+
+- Vertical emphasis with rock subject dominance ≥75%
+- Magazine hierarchy: ornate masthead, intimate photography, minimal cover lines
+- Rock authenticity optimization with character revelation and satirical integration
+
+**LEIBOVITZ-SPECIFIC COMPOSITION:**
+
+- **Background Treatment:** Environmental rock contexts (recording studios, backstage areas, performance spaces) with integrated baking elements
+- **Pose Integration:** Theatrical staging revealing character through rock-baking crossover scenarios
+- **Lighting Dominance:** Dramatic, high-contrast lighting isolating subject from background while highlighting baking props
+- **Intimate Scale:** Close portrait approach emphasizing facial expression and character revelation
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Newsprint-texture magazine paper with authentic 1970s-1980s printing characteristics
+- **Rock Integration Anchor:** Complete styling supporting intimate rock portraiture with baking humor overlay
+- **Production Context Anchor:** Offset lithography printing covering entire canvas with characteristic texture
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 rock magazine format
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY:** Allow rock magazine text integration with baking humor.
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - FONT AUTHENTICATION):**
+
+- **"ROLLING SCONE" Logo Authority:** Ornate psychedelic letterforms matching Rick Griffin's hand-drawn aesthetic for original Rolling Stone
+- **Character Specifications:** Decorative, gothic-influenced, Art Nouveau revival characteristics with psychedelic complexity
+- **Position Authority:** Top placement maintaining Rolling Stone's authoritative brand positioning
+- **Color Requirements:** Traditional Rolling Stone red and white color scheme
+- **Tagline Integration:** "Rock. Roll. Bake." in smaller complementary typeface
+
+**COVER LINE STRATEGY:**
+
+- **Maximum Cover Lines:** 3-4 total supporting intimate photography dominance
+- **Typography Hierarchy:** Simple, bold fonts contrasting with ornate masthead (photocomposition style)
+- **Satirical Integration:** Headlines must combine rock culture authenticity with baking humor
+
+**ROCK-BAKING HEADLINE GENERATION (Scenario-Responsive):**
+
+```yaml
+rock_baking_scenarios:
+  band_kitchen_fusion:
+    headline: "[Rock Star] Discovers [Baking Process] More Intense Than [Rock Activity]"
+    subject_requirements: exhausted rock expression, baking process mid-action, intimate staging
+    styling_notes: rock attire with flour dusting, authentic fatigue
+
+  tour_baking_crisis:
+    headline: "[Band] Tour Bus Transformed Into [Baking Operation], [Rock Consequence]"
+    subject_requirements: tour environment adaptation, baking equipment integration, rock authenticity
+    styling_notes: travel-worn rock styling with mobile baking setup
+
+  recording_studio_kitchen:
+    headline: "[Artist] Records Album While [Baking Item], Studio [Baking Result]"
+    subject_requirements: creative process concentration, dual-task management, artistic intensity
+    styling_notes: studio environment with integrated baking workspace
+
+  groupie_baker_crossover:
+    headline: "[Rock Culture] Meets [Baking Culture], [Unexpected Harmony]"
+    subject_requirements: cultural bridge expression, community integration, authentic belonging
+    styling_notes: rock-baker hybrid identity with credible dual-culture belonging
+
+  backstage_bread:
+    headline: "[Pre/Post Performance] Ritual Now Includes [Baking Process]"
+    subject_requirements: performance preparation/recovery state, ritual significance, intimate vulnerability
+    styling_notes: backstage authentic state with baking ritual integration
+
+  album_recipe_confusion:
+    headline: "[Rock Album] Accidentally Contains [Baking Instructions], Fans [Response]"
+    subject_requirements: artistic confusion expression, creative process mishap, documentation authenticity
+    styling_notes: creative workspace with confused recipe-lyric mixing
+
+  sound_equipment_kitchen:
+    headline: "[Music Equipment] Repurposed for [Baking Function], [Sound/Taste Result]"
+    subject_requirements: innovation expression, equipment experimentation, creative problem-solving
+    styling_notes: modified equipment demonstration with rock-baking fusion functionality
+```
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with 1970s offset lithography characteristics and newsprint printing quality with authentic period imperfections.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 2:3 ratio + IP Safeguard + "ROLLING SCONE" masthead + rock photography authenticity
+- **Section 2:** Magazine cover recomposition + rock-baking spatial allocation + environmental integration
+- **Section 3:** Annie Leibovitz influences + offset printing methods + intimate rock portraiture traditions
+- **Section 4:** Film grain technical anchors + newsprint characteristics + theatrical staging requirements
+- **Section 5:** Rock-baking crossover styling + authentic rock foundation + satirical baking integration
+- **Section 6:** Rock-specific constraints + period printing characteristics + intimate portraiture requirements
+- **Section 7:** Rock magazine composition + environmental rock contexts + theatrical staging integration
+- **Section 8:** "ROLLING SCONE" masthead + psychedelic typography + rock-baking scenario headlines + offset printing integration
+- **Material authenticity:** 1970s-1980s film grain characteristics with authentic newsprint texture
+- **Production authenticity:** Period offset printing with characteristic limitations and newsprint quality
+- **Rock integrity:** Intimate rock portraiture prioritizing character revelation and theatrical authenticity
+- **Parody protection:** Original rock-baking content avoiding copyrighted Rolling Stone elements while capturing essence
+
+------
+
+# "Der Pickel" Magazine (Der Spiegel Parody)
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic Der Spiegel parody covers using "Der Pickel" as the IP-safe masthead, enforcing 1956-1990s political satirical illustration authenticity with period-appropriate production methods.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Political satirical illustration with powerful visual metaphors over realistic portraiture.
+- **Technical Measurement Authority:** Quantitative specifications ("150 LPI halftone", "2-3mm ink spread") override descriptive language.
+- **Process-Over-Result Priority:** Authentic sheetfed offset lithography supersedes visual appearance descriptions.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use 1956-1990s printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Face-Treatment Flag:** `painterly-contour` (political caricature with commissioned illustration authenticity)
+- **Pose Flag:** `confrontational-portraiture` (direct engagement for journalistic authority)
+- **Canvas Control Flag:** `strict-reframe` (optimize for A4 magazine format)
+- **Red Border Mandate:** Iconic SPIEGEL red border completely encasing cover image - NO exceptions
+- **Font Authentication Authority:** "DER PICKEL" masthead must use bold white sans-serif letterforms matching original - NO font variations permitted
+- **Political Satirical Illustration Mandate:** Commissioned illustration with powerful visual metaphors, not photography
+- **Subject Regeneration Authority:** Subject's face, expression, pose, and environmental interaction must be completely regenerated to authentically portray the specific scenario described in the headline
+- **Headline-Subject Integration Mandate:** Subject's actions, facial expressions, and body language must reflect and illustrate the absurd scenario in the generated headline
+- **Dynamic Headline Authority:** Headlines generated contextually based on desired satirical political scenario, with subject regenerated to match that narrative
+- **Satirical Tone Authority:** Provocative, confrontational, and boldly satirical content with intelligent political commentary
+- **Visual Metaphor Authority:** Complex political ideas conveyed through symbolic imagery and allegorical staging
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - headlines essential for political commentary.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "DER PICKEL" only.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic 1956-1990s sheetfed offset characteristics with visible texture.
+- **Composition boundaries:** No frames outside the canvas except mandatory red border; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **A4 ratio (3:4.2)** (classic magazine format) - ignore source image dimensions completely.
+- Redraw in **Der Spiegel political satirical illustration style (1956-1990s)** for **magazine cover format**.
+- **Masthead:** Replace with "**DER PICKEL**" in Der Spiegel's distinctive bold white sans-serif letters on red background.
+- **IP Safeguard Declaration:** Create original political satire avoiding Der Spiegel copyrighted elements while capturing investigative journalism essence.
+- **Face-Treatment Flag:** `painterly-contour`
+- **Pose Flag:** `confrontational-portraiture`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Der Spiegel's political satirical illustration and visual metaphor tradition prevail over realistic photography conventions.
+- **Mode Selector:** Magazine cover parody with investigative journalism satirical authenticity.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4.2` (A4 magazine format / Der Spiegel standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Commissioned political satirical illustration with mandatory red border frame
+- **Spatial Allocation:** 70-80% subject dominance within red border, minimal background competition
+- **Background Treatment:** Simple symbolic environments or single-color backdrops supporting main satirical message
+- **Format Justification:** A4 format optimizes serious journalistic accessibility with visual impact for German intellectual readership
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Der Spiegel covers (1956-1990s), Boris Artzybasheff pioneering illustration, Jean-Pierre Kunkel, German post-war visual denazification, political caricature tradition.
+- **Medium/Production method:** Commissioned political satirical illustration reproduced via sheetfed offset lithography on standard magazine paper stock.
+- **Thematic purpose:** Intelligent political commentary through provocative visual metaphors and satirical caricature with investigative journalism authority.
+- **Hallmark motifs:** Political caricature with exaggerated features, visual metaphors for complex political ideas, allegorical staging of political figures, confrontational portraiture.
+- **Period framing:** 1956-1990s German political illustration golden age with authentic magazine production methods.
+- **Tone Tag:** Provocative, satirical, confrontational, intellectually rigorous with emphasis on political commentary and social criticism.
+- **Production Era Authenticity:** Sheetfed offset lithography with visible texture, moderate ink spread characteristics, and period-appropriate color fidelity.
+
+------
+
+### 4) Technical Execution
+
+**TECHNICAL EXECUTION ANCHORS (Critical - REQUIRED):**
+
+- **Red Border Specification:** Mandatory thick red border completely encasing illustration - approximately 8-10mm width with precise SPIEGEL red color authority
+- **Illustration Texture Mandate:** Commissioned artwork surface with visible brush strokes, paint texture, or drawing media characteristics - NO photographic smoothness
+- **Political Caricature Authority:** Exaggerated facial features with 120-150% proportional distortion for satirical effect while maintaining recognizability
+- **Sheetfed Offset Characteristics:** Moderate halftone patterns at 133-150 LPI with slight ink spread creating 1-2mm darker edges
+- **Paper Texture Anchor:** Standard magazine paper stock with subtle surface variation and authentic 1970s-1990s printing quality
+- **Color Palette Authority:** Bold, confrontational colors with SPIEGEL red as signature element - avoid muted or harmonious palettes
+- **Visual Metaphor Integration:** Symbolic elements (props, staging, backgrounds) supporting political commentary with measurable clarity
+- **Subject Dominance Measurement:** 70-80% canvas allocation to primary political figure with clear hierarchical staging
+
+**POSE ANCHORS:**
+
+- Head positioning: Confrontational angles with direct viewer engagement or symbolic staging
+- Eye contact: Challenging gaze or narrative-appropriate symbolic direction
+- Gesture economy: Powerful, meaningful gestures supporting satirical metaphor
+- Environmental integration: Allegorical staging supporting investigative journalism narrative
+
+**PERIOD CONSISTENCY ANCHOR:** All elements historically coherent with 1956-1990s German political illustration and magazine production methods.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**WARDROBE TRACKS:**
+
+- **Political figure styling:** Period-appropriate formal attire reflecting 1956-1990s political fashion with authentic construction methods
+- **Fabric behavior:** Natural drape with symbolic potential - suits, ties, formal wear suitable for political caricature
+- **Accessory caps:** Minimalist 0-2 accessories supporting political commentary (glasses, pins, symbolic jewelry)
+- **Color palette:** Bold colors supporting satirical message, avoiding harmonious or decorative combinations
+
+**WARDROBE VARIATION:** Cycle through period-appropriate political attire avoiding identical repetition between iterations.
+
+**PROPS:** 1 hero prop maximum, politically and culturally authentic to German context and satirical scenario.
+
+**YAML PROP POOLS:**
+
+```yaml
+political_props:
+  power_symbols: [gavel, podium, flag, microphone, briefcase]
+  satirical_items: [puppet_strings, mask, magnifying_glass, scales]
+  cultural_markers: [beer_stein, pretzel, german_flag, eu_flag]
+  weapons_metaphorical: [pen_sword, paper_shield, ballot_box]
+```
+
+**COHERENCE FILTER:** All elements support German political satirical authenticity with intelligent commentary; fallback = clean political scene.
+
+------
+
+### 6) Constraints
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `photographic realism`, `fashion photography smoothness`, `Instagram filters`, `HDR perfection`
+- `harmonious colors`, `decorative elements`, `purely aesthetic choices`, `generic illustration`
+- `Gothic lettering`, `woodcut styling`, `Nazi-era visual references`, `pre-war German aesthetics`
+- `run-of-the-mill graphics`, `purely decorative elements`, `embellishment without purpose`
+- `modern digital perfection`, `invisible printing artifacts`, `flawless color registration`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 3:4.2 A4 magazine ratio`, `recomposed for German newsstand format`
+- `mandatory thick red border completely encasing illustration with SPIEGEL red authority`
+- `commissioned political satirical illustration with visible artistic media characteristics`
+- `1956-1990s German political caricature tradition with intelligent visual metaphors`
+- `confrontational political commentary with provocative satirical tone authority`
+- `period-appropriate sheetfed offset printing texture with authentic magazine paper stock`
+- `bold sans-serif DER PICKEL masthead with consistent letterforms and proportions`
+
+**VOCABULARY WARNINGS:** Avoid "harmonious," "decorative," "ornate," "beautiful" - emphasize provocative, satirical, and politically confrontational content.
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (3:4.2 A4 Magazine):**
+
+- Vertical emphasis with political figure dominance ≥70%
+- Magazine hierarchy: red border, masthead, main illustration, headline
+- Newsstand impact optimization with immediate political recognition
+
+**POLITICAL SATIRICAL ILLUSTRATION COMPOSITION:**
+
+- **Perspective regime:** Confrontational angles with commissioned illustration authenticity within mandatory red border
+- **Figure dominance:** 70-80% canvas allocation to primary political subject with clear satirical staging
+- **Background treatment:** Simple symbolic environments or single-color backdrops reinforcing political metaphor
+- **Visual metaphor integration:** Allegorical elements supporting intelligent political commentary with measurable symbolic clarity
+- **Red border enforcement:** Complete encasement of illustration with no subject breaking frame plane
+
+**REQUIRED ANCHORS:**
+
+- **Red Border Context Anchor:** Mandatory thick red frame creating self-contained visual stage for political commentary
+- **Political Staging Anchor:** Allegorical environments supporting satirical narrative with German cultural context
+- **Production Context Anchor:** Sheetfed offset lithography texture covering entire illustration surface within red border
+- **Ratio Enforcement Anchor:** A4 proportion optimization with German magazine format conventions
+
+**BACKGROUND TREATMENT:**
+
+- German political environments appropriate to satirical context
+- Symbolic staging supporting investigative journalism narrative
+- Single-color backdrops or simple metaphorical settings - avoid complex decorative backgrounds
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY:** Allow text integration for magazine cover format.
+
+**RATIO-APPROPRIATE ZONES:** Layout optimized for A4 magazine cover with German periodical hierarchy:
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - FONT AUTHENTICATION):**
+
+- **"DER PICKEL" Logo Authority:** Bold white sans-serif letterforms matching Der Spiegel condensed style with tight spacing
+- **Character Specifications:** Bold weight, sharp edges, minimal letter spacing maintaining SPIEGEL visual authority
+- **Position Authority:** Upper portion of red border with white lettering on red background
+- **Color Requirements:** White lettering with red background as signature brand element
+- **Issue Information:** Smaller white text including date, issue number, price in SPIEGEL format
+
+**HEADLINE SYSTEM (German Political Commentary):**
+
+- **Direct Text Integration:** Headlines as bold text integrated with illustration composition
+- **Political Commentary Style:** Serious investigative journalism tone with satirical edge
+- **Proportional Scale:** Headlines sized for German readability standards (approximately 12-18% of total canvas height)
+- **Color Authority:** Text color chosen for maximum impact against illustration - typically white, black, or yellow
+
+**NARRATIVE-DRIVEN HEADLINE GENERATION (German Political Satire):**
+
+- **Political Scenario Creation:** Generate satirical but intelligent political commentary scenarios appropriate for German context
+- **Subject Regeneration Requirement:** Completely recreate political figure to authentically portray the generated satirical scenario
+- **Cultural Integration:** Include props, staging, and contextual details supporting German political commentary
+- **Satirical Authenticity:** Subject's caricature must genuinely reflect experiencing the absurd political situation
+
+**DYNAMIC HEADLINE GENERATION (Political Commentary):**
+
+- **Scenario-First Methodology:** Generate absurd political scenario FIRST, then create headline describing that specific situation
+
+- **Complete Subject Regeneration:** Entirely recreate political figure to authentically experience the generated absurd scenario
+
+- **Visual-Headline Integration:** Every visual element must support and illustrate the headline's satirical political premise
+
+- **German Political Satire Categories:**
+
+  ```yaml
+  bureaucratic_confusion:  premise_type: "Government official discovers fundamental misunderstanding about basic concept"  visual_requirements: "confused expression, official setting, bureaucratic props"  diplomatic_absurdity:  premise_type: "International relations disrupted by impossible everyday occurrence"  visual_requirements: "diplomatic staging, formal attire, absurd situation props"  scientific_political_discovery:  premise_type: "Government research reveals ridiculous truth about mundane object/concept"  visual_requirements: "serious scientific presentation, political authority, absurd discovery"  temporal_political_confusion:  premise_type: "Political figure experiences impossible time/calendar/scheduling situation"  visual_requirements: "time-related props, confused political staging, calendar elements"  constitutional_comedy:  premise_type: "Legal/constitutional system encounters logically impossible situation"  visual_requirements: "legal staging, formal government setting, constitutional props"  economic_enlightenment:  premise_type: "Financial/economic policy disrupted by absurd everyday revelation"  visual_requirements: "economic staging, financial props, revelation expression"  cultural_political_mystery:  premise_type: "German cultural tradition reveals impossible political implication"  visual_requirements: "cultural props, traditional German elements, political surprise"  environmental_political_paradox:  premise_type: "Environmental policy encounters scientifically impossible natural phenomenon"  visual_requirements: "environmental staging, natural elements, policy confusion"
+  ```
+
+**POLITICAL SATIRICAL INTEGRATION RULES:**
+
+- **Complete Figure Recreation:** No generic political portraits - every element regenerated to serve satirical narrative
+- **Political Authenticity:** Subject genuinely experiencing the absurd political situation with appropriate caricature
+- **Cultural Storytelling:** Props and staging elements supporting German political commentary tradition
+- **Investigative Credibility:** Present satirical scenarios with journalistic seriousness and visual authority
+
+**HEADLINE GENERATION AUTHORITY:**
+
+- **NO SAMPLE HEADLINES:** Generate entirely original satirical scenarios - do not reference provided examples
+- **Scenario-First Process:** Create absurd political premise first, then craft German headline describing that specific situation
+- **Subject Regeneration Mandate:** Completely recreate subject to authentically experience the generated scenario with appropriate expression, staging, and props
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period-appropriate sheetfed offset printing limitations and registration quality with characteristic 1956-1990s German publishing imperfections.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + A4 ratio + IP Safeguard + "DER PICKEL" masthead + political satirical authenticity
+- **Section 2:** A4 magazine recomposition + political illustration spatial allocation + German cultural context
+- **Section 3:** Der Spiegel influences + sheetfed offset production + German political illustration tradition
+- **Section 4:** ≥8 technical anchors + red border mandate + political caricature + period printing limitations
+- **Section 5:** German political wardrobe + satirical props + cultural authenticity + period accuracy
+- **Section 6:** Period-specific constraints + authentic printing characteristics + anti-harmonious elements + political confrontation
+- **Section 7:** A4 magazine composition + political illustration framing + German cultural environments + red border enforcement
+- **Section 8:** "DER PICKEL" masthead + German typography + political satirical headlines + offset printing integration
+- **Material authenticity:** Authentic sheetfed offset characteristics with measurable texture and moderate ink spread
+- **Production authenticity:** 1956-1990s German printing methods with characteristic limitations and period accuracy
+- **Political satirical integrity:** Intelligent political commentary prioritizing sophisticated visual metaphors and cultural criticism
+- **Parody protection:** Original content avoiding copyrighted Der Spiegel elements while capturing investigative journalism essence
+
+---
+
+# Rational Geographic" Magazine (National Geographic Parody)
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic National Geographic parody covers using "Rational Geographic" as the IP-safe masthead, enforcing 1905-1955 expeditionary photojournalism authenticity with period-appropriate production methods.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Documentary photography with authentic environmental context over studio portraiture.
+- **Technical Measurement Authority:** Quantitative specifications ("150 LPI halftone", "film grain 400 ISO") override descriptive language.
+- **Process-Over-Result Priority:** Authentic photographic documentation supersedes digital appearance descriptions.
+- **Photographic Realism Mandate:** Output must appear as authentic documentary photography, not illustration, painting, or artistic rendering
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use 1905-1955 printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Face-Treatment Flag:** `film-grain-triX` (expeditionary photojournalism with visible analog grain structure)
+- **Pose Flag:** `candid-motion` (documentary-observed authenticity with unmanipulated subjects)
+- **Canvas Control Flag:** `strict-reframe` (optimize for magazine cover format)
+- **Yellow Border Mandate:** Iconic National Geographic yellow border completely framing cover image - NO exceptions
+- **Font Authentication Authority:** "RATIONAL GEOGRAPHIC" masthead must use serif letterforms matching original - NO font variations permitted
+- **Documentary Photojournalism Mandate:** Photographic realism with natural lighting, authentic environmental documentation, not illustrated or painted artwork
+- **Subject Regeneration Authority:** Subject's appearance, expression, and environmental interaction must be completely regenerated to authentically portray the specific documentary scenario described in the headline
+- **Headline-Subject Integration Mandate:** Subject's actions, environmental context, and photographic staging must reflect and illustrate the absurd discovery scenario
+- **Dynamic Headline Authority:** Headlines generated contextually based on desired documentary discovery scenario, with subject regenerated to match that narrative
+- **Educational Tone Authority:** Quietly enthusiastic, educational documentation with scientific discovery emphasis
+- **Environmental Context Authority:** Natural-appearing environments essential for photographic storytelling
+- **Photographic Realism Authority:** Must appear as authentic photography, not illustration, painting, or artistic rendering
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - headlines essential for documentary context.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "RATIONAL GEOGRAPHIC" only.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic 1905-1955 silver halide characteristics with visible grain.
+- **Composition boundaries:** No frames outside the canvas except mandatory yellow border; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (magazine cover format) - ignore source image dimensions completely.
+- Restage as **National Geographic expeditionary photojournalism style (1905-1955)** for **magazine cover format**.
+- **Masthead:** Replace with "**RATIONAL GEOGRAPHIC**" in National Geographic's distinctive serif letters on yellow background.
+- **IP Safeguard Declaration:** Create original documentary photography avoiding National Geographic copyrighted elements while capturing expeditionary journalism essence.
+- **Face-Treatment Flag:** `film-grain-triX`
+- **Pose Flag:** `candid-motion`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** National Geographic's documentary photojournalism and geographic education tradition prevail over fashion photography conventions.
+- **Mode Selector:** Magazine cover parody with expeditionary documentary authenticity.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (magazine cover format / National Geographic standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Documentary photography with mandatory yellow border frame and environmental context
+- **Spatial Allocation:** 30-60% subject allocation with significant environmental storytelling space
+- **Background Treatment:** Authentic real-world environments serving as co-narrator for documentary story
+- **Format Justification:** 2:3 format optimizes newsstand display and documentary window into remote worlds
+
+------
+
+### 3) Photographic Style & Context
+
+- **Influences:** National Geographic covers (1905-1955), Gilbert H. Grosvenor editorial vision, early 20th century expeditionary photojournalism, silver halide film pioneers, natural color photography innovation.
+- **Medium/Production method:** Documentary photography style (emulating silver halide film characteristics) with period-appropriate visual treatment reproduced via offset lithography on heavily coated paper stock.
+- **Thematic purpose:** Documentary education through compelling visual storytelling with geographic knowledge diffusion and authentic exploration documentation.
+- **Hallmark motifs:** Candid environmental portraits, global travel and exploration imagery, wildlife and nature documentation, cultural authenticity within natural settings.
+- **Period framing:** 1905-1955 American expeditionary photojournalism golden age with authentic magazine production methods.
+- **Tone Tag:** Quietly enthusiastic, educational, culturally significant with emphasis on geographic discovery and authentic documentation.
+- **Production Era Authenticity:** Offset lithography with visible halftone patterns, early color science characteristics, and period-appropriate registration limitations.
+
+------
+
+### 4) Technical Execution
+
+**TECHNICAL EXECUTION ANCHORS (Critical - REQUIRED):**
+
+- **Yellow Border Specification:** Mandatory thick yellow border completely framing photography - approximately 8-12mm width with precise National Geographic yellow color authority
+- **Documentary Photography Style:** Photographic appearance with period-appropriate lighting, composition, and natural color characteristics (avoid illustrated or painted aesthetics)
+- **Film Grain Emulation:** Visual characteristics resembling silver halide grain structure at 200-400 ISO equivalent with organic texture patterns
+- **Early Color Science Anchor:** Period-appropriate color characteristics reflecting 1910+ natural color photography with distinct palette limitations
+- **Paper Texture Specification:** 100-pound coated cover stock appearance with latex/casein/clay coating creating subtle surface sheen
+- **Halftone Visibility Requirement:** Visible 120-150 LPI halftone dot patterns with authentic offset lithography characteristics
+- **Environmental Realism Mandate:** Authentic-appearing natural environments with documentary photography credibility
+- **Period Technology Consistency:** All props, clothing, and environmental elements must be consistent with 1905-1955 period limitations
+
+**POSE ANCHORS:**
+
+- Head positioning: Natural documentary angles within authentic environmental context
+- Eye contact: Candid engagement appropriate to documentary storytelling moment
+- Gesture economy: Unposed, authentic human movements within natural environment
+- Environmental integration: Subject placement supporting geographic and cultural documentation
+
+**PERIOD CONSISTENCY ANCHOR:** All elements historically coherent with 1905-1955 American expeditionary photojournalism and magazine production methods.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**WARDROBE TRACKS:**
+
+- **Expeditionary styling:** Period-appropriate exploration and cultural attire reflecting 1905-1955 fashion with authentic construction methods
+- **Fabric behavior:** Natural materials with authentic drape appropriate to geographic and cultural context
+- **Accessory caps:** Minimalist 0-2 accessories supporting documentary authenticity (expedition gear, cultural items)
+- **Color palette:** Period-appropriate colors reflecting early color photography limitations and authentic cultural dress
+
+**WARDROBE VARIATION:** Cycle through period-appropriate cultural and expeditionary attire avoiding identical repetition between iterations.
+
+**PROPS:** 1 hero prop maximum, culturally and geographically authentic to documentary context.
+
+**YAML PROP POOLS:**
+
+```yaml
+exploration_props:
+  expedition_gear: [camera, compass, map, field_notebook, binoculars]
+  cultural_artifacts: [traditional_tools, cultural_dress, ceremonial_objects, crafts]
+  natural_elements: [specimen_jars, geological_samples, plant_specimens, shells]
+  geographic_markers: [flags, surveying_equipment, navigational_tools, camp_gear]
+```
+
+**COHERENCE FILTER:** All elements support 1905-1955 expeditionary photojournalism authenticity with geographic education purpose; fallback = clean documentary scene.
+
+------
+
+### 6) Constraints
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `illustrated artwork`, `painted aesthetics`, `artistic rendering`, `stylized illustration`
+- `fantasy elements`, `impossible phenomena`, `magical realism`, `supernatural imagery`
+- `staged manipulation`, `studio lighting`, `modern digital artifacts`, `HDR smoothing`
+- `fashion photography posing`, `commercial studio techniques`, `artificial staging`
+- `modern color science`, `digital sensor noise`, `pixel-perfect sharpness`, `contemporary post-processing`
+- `romanticized sentimentality`, `propagandistic imagery`, `over-stylized aesthetics`
+- `modern typography`, `contemporary design trends`, `digital layout perfection`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 2:3 magazine cover ratio`, `recomposed for newsstand format`
+- `mandatory thick yellow border completely framing documentary photography with National Geographic authority`
+- `photographic realism with natural lighting and authentic environmental documentation`
+- `1905-1955 expeditionary photojournalism style appearing as authentic documentary photography`
+- `natural candid moments capturing realistic documentary situations with photojournalistic integrity`
+- `period-appropriate offset lithography texture with authentic coated paper stock characteristics`
+- `serif RATIONAL GEOGRAPHIC masthead with consistent proportions matching original letterforms`
+
+**VOCABULARY WARNINGS:** Avoid "staged," "manipulated," "studio-perfect," "modern" - emphasize documentary authenticity and educational significance.
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Magazine Cover):**
+
+- Vertical emphasis with balanced subject-environment relationship
+- Magazine hierarchy: yellow border, masthead, main photography, documentary headlines
+- Newsstand impact optimization with immediate geographic recognition
+
+**DOCUMENTARY PHOTOJOURNALISM COMPOSITION:**
+
+- **Perspective regime:** Rule of thirds compositional structure with documentary photography authenticity within mandatory yellow border
+- **Figure-to-ground ratio:** 30-60% subject allocation allowing environmental context to serve as co-narrator
+- **Environmental storytelling:** Authentic real-world backgrounds providing crucial geographic and cultural context
+- **Documentary moment capture:** Candid, unposed decisive moments reflecting expeditionary photojournalism tradition
+- **Yellow border enforcement:** Complete frame containment with no subject breaking border plane
+
+**REQUIRED ANCHORS:**
+
+- **Yellow Border Context Anchor:** Mandatory thick yellow frame creating iconic National Geographic visual signature
+- **Environmental Documentation Anchor:** Authentic geographic environments supporting educational storytelling narrative
+- **Production Context Anchor:** Offset lithography texture with coated paper sheen covering entire photography surface within yellow border
+- **Ratio Enforcement Anchor:** 2:3 proportion optimization with American magazine format conventions and newsstand display requirements
+
+**BACKGROUND TREATMENT:**
+
+- Authentic geographic environments appropriate to expeditionary context
+- Cultural and natural settings supporting educational documentation narrative
+- Real-world locations with authentic environmental storytelling - avoid artificial or staged backgrounds
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY:** Allow text integration for magazine cover format.
+
+**RATIO-APPROPRIATE ZONES:** Layout optimized for 2:3 magazine cover with National Geographic periodical hierarchy:
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - FONT AUTHENTICATION):**
+
+- **"RATIONAL GEOGRAPHIC" Logo Authority:** Serif letterforms matching National Geographic classical style with traditional proportions
+- **Character Specifications:** Traditional serif weight, classical proportions, appropriate letter spacing maintaining National Geographic visual authority
+- **Position Authority:** Upper portion within yellow border with traditional placement hierarchy
+- **Color Requirements:** Traditional dark lettering on yellow background as signature brand element
+- **Issue Information:** Smaller text including volume, number, date in National Geographic format
+
+**HEADLINE SYSTEM (Documentary Education Style):**
+
+- **Direct Text Integration:** Headlines as educational text integrated with documentary photography composition
+- **Educational Commentary Style:** Quietly enthusiastic tone with geographic knowledge emphasis
+- **Proportional Scale:** Headlines sized for educational readability standards (approximately 15-20% of total canvas height)
+- **Color Authority:** Text color chosen for maximum readability against documentary photography - typically white or dark
+
+**NARRATIVE-DRIVEN HEADLINE GENERATION (Documentary Discovery):**
+
+- **Scenario-First Approach:** Generate absurd documentary discovery scenario first, then create headline describing that specific expedition finding
+- **Subject Regeneration Requirement:** Completely recreate subject to authentically portray someone experiencing the generated discovery within appropriate geographic context
+- **Environmental Integration:** Include authentic geographic settings, cultural contexts, and expedition elements supporting the discovery premise
+- **Documentary Authenticity:** Subject's expression and interaction must genuinely reflect experiencing the impossible geographic discovery
+
+**DYNAMIC HEADLINE GENERATION (Geographic Discovery):**
+
+- **Educational Discovery Creation:** Generate sophisticated geographic discoveries appropriate for expeditionary documentation
+
+- **Visual-Headline Integration:** Regenerate subject's entire appearance to authentically portray someone documenting that specific discovery
+
+- **Narrative Coherence:** Every visual element must support and illustrate the headline's geographic discovery premise
+
+- **Format Examples for Discovery Regeneration:**
+
+  ```yaml
+  geographic_discoveries:   premise_type: "Expedition team discovers impossible geographic phenomenon in remote location"  visual_requirements: "expeditionary gear, appropriate geographic setting, discovery documentation"  cultural_documentation:  premise_type: "Anthropologist documents unprecedented cultural practice in authentic setting"  visual_requirements: "cultural context, traditional dress, authentic environmental staging"  wildlife_behavior:  premise_type: "Naturalist observes scientifically impossible animal behavior in natural habitat"  visual_requirements: "field gear, natural environment, authentic wildlife interaction"  geological_anomaly:  premise_type: "Geologist encounters physically impossible rock formation during survey"  visual_requirements: "surveying equipment, geological setting, scientific documentation"  archaeological_mystery:  premise_type: "Archaeologist unearths artifact with impossible historical implications"  visual_requirements: "dig site, period expedition gear, authentic archaeological context"  botanical_impossibility:  premise_type: "Botanist catalogs plant species with scientifically impossible characteristics"  visual_requirements: "field research setup, natural environment, specimen documentation"
+  ```
+
+**HEADLINE GENERATION AUTHORITY:**
+
+- **NO SAMPLE HEADLINES:** Generate entirely original documentary discovery scenarios - do not reference provided examples
+- **Discovery-First Process:** Create absurd geographic/scientific discovery first, then craft educational headline describing that specific expedition finding
+- **Subject Regeneration Mandate:** Completely recreate subject to authentically experience the generated discovery scenario with appropriate expression, expedition staging, and environmental props
+
+**VISUAL-DOCUMENTARY INTEGRATION RULES:**
+
+- **Complete Subject Recreation:** No generic portraits - every element regenerated to serve documentary narrative
+- **Expeditionary Authenticity:** Subject genuinely experiencing the absurd discovery situation with appropriate field gear and settings
+- **Geographic Storytelling:** Environmental and cultural elements supporting authentic expeditionary documentation tradition
+- **Educational Credibility:** Present absurd discoveries with straight-faced scientific and geographic documentation seriousness
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period-appropriate offset lithography limitations and registration quality with characteristic 1905-1955 American publishing imperfections.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 2:3 ratio + IP Safeguard + "RATIONAL GEOGRAPHIC" masthead + expeditionary photojournalism authenticity
+- **Section 2:** Magazine cover recomposition + documentary spatial allocation + geographic educational context
+- **Section 3:** National Geographic influences + offset lithography production + American expeditionary photojournalism tradition
+- **Section 4:** ≥8 technical anchors + yellow border mandate + film grain authority + period printing limitations
+- **Section 5:** Expeditionary wardrobe + documentary props + cultural authenticity + period accuracy
+- **Section 6:** Period-specific constraints + authentic printing characteristics + anti-staged elements + documentary integrity
+- **Section 7:** 2:3 magazine composition + documentary photojournalism framing + authentic geographic environments + yellow border enforcement
+- **Section 8:** "RATIONAL GEOGRAPHIC" masthead + educational typography + documentary discovery headlines + offset printing integration
+- **Material authenticity:** Authentic silver halide characteristics with measurable grain structure and early color science
+- **Production authenticity:** 1905-1955 American printing methods with characteristic limitations and period accuracy
+- **Documentary integrity:** Expeditionary photojournalism prioritizing authentic environmental documentation and geographic education
+- **Parody protection:** Original content avoiding copyrighted National Geographic elements while capturing educational exploration essence
+
+------
+
+# "The New Porker" Magazine (New Yorker Parody)
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic New Yorker parody covers using "The New Porker" as the IP-safe masthead, enforcing sophisticated urban illustration authenticity with period-appropriate production methods and food-themed satirical content.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Sophisticated urban illustration with witty visual commentary over commercial photography.
+- **Technical Measurement Authority:** Quantitative specifications ("150 LPI halftone", "watercolor wash coverage") override descriptive language.
+- **Process-Over-Result Priority:** Authentic illustration techniques supersede digital appearance descriptions.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use era-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Face-Treatment Flag:** `painterly-contour` (sophisticated illustration with period-appropriate rendering)
+- **Pose Flag:** `candid-motion` (urbane social observation with natural human staging)
+- **Canvas Control Flag:** `strict-reframe` (optimize for magazine cover format)
+- **Masthead Authority:** "THE NEW PORKER" masthead ONLY - explicitly prohibit "THE NEW YORKER" text - must use serif letterforms matching New Yorker classical style but with parody name only
+- **Illustration Mandate:** Traditional pen, ink, and watercolor techniques with sophisticated urban sensibility, not photography
+- **Subject Regeneration Authority:** Subject's appearance, expression, and food interaction must be completely regenerated to authentically portray the specific culinary-social scenario described in the satirical premise
+- **Food-Social Integration Mandate:** Subject's actions, social context, and cultural staging must authentically demonstrate someone actively engaged with or experiencing the food scenario - not posing with static food props
+- **Dynamic Satirical Authority:** Headlines generated contextually based on desired food-culture juxtaposition, with subject regenerated to match that narrative
+- **Urbane Tone Authority:** Sophisticated, witty commentary with gentle satirical edge and intellectual food humor
+- **Cultural Context Authority:** New York intellectual/cultural settings essential for satirical storytelling
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - satirical headlines essential for food commentary.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "THE NEW PORKER" only.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic period illustration characteristics with traditional media texture.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (magazine cover format) - ignore source image dimensions completely.
+- Restage as **New Yorker sophisticated urban illustration style (1925-present)** for **magazine cover format**.
+- **Masthead:** Replace with "**THE NEW PORKER**" in New Yorker's distinctive serif letters.
+- **IP Safeguard Declaration:** Create original sophisticated illustration avoiding New Yorker copyrighted elements while capturing urbane satirical essence.
+- **Face-Treatment Flag:** `painterly-contour`
+- **Pose Flag:** `candid-motion`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** New Yorker's sophisticated illustration and cultural commentary tradition prevail over commercial photography conventions.
+- **Mode Selector:** Magazine cover parody with urbane satirical authenticity.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (magazine cover format / New Yorker standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Sophisticated illustration with cultural context and food-themed satirical staging
+- **Spatial Allocation:** Single-scene focus with sophisticated environmental storytelling
+- **Background Treatment:** New York cultural environments supporting food-meets-sophistication narrative
+- **Format Justification:** 2:3 format optimizes newsstand display and sophisticated cultural commentary window
+
+------
+
+### 3) Illustration Style & Context
+
+- **Influences:** New Yorker covers (1925-present), Peter Arno urbane cartooning, Mary Petty social satire, Barry Blitt contemporary wit, Malika Favre minimalist sophistication, sophisticated urban illustration tradition.
+- **Medium/Production method:** Traditional pen, ink, and watercolor illustration techniques reproduced via offset lithography on high-quality coated magazine paper.
+- **Thematic purpose:** Sophisticated cultural commentary through witty food-themed visual storytelling with urbane satirical edge and intellectual humor.
+- **Hallmark motifs:** Food-meets-culture scenarios, sophisticated dining situations, culinary social commentary, urbane food absurdities, intellectual gastronomic satire.
+- **Period framing:** New Yorker illustration tradition spanning 1925-present with authentic magazine production methods.
+- **Tone Tag:** Sophisticated, witty, culturally aware with emphasis on food-culture intersection and gentle satirical edge.
+- **Production Era Authenticity:** Offset lithography with visible texture patterns, period-appropriate color characteristics, and era-specific registration quality.
+
+------
+
+### 4) Technical Execution
+
+**TECHNICAL EXECUTION ANCHORS (Critical - REQUIRED):**
+
+- **Illustration Authenticity Specification:** Traditional pen and ink line work with watercolor wash application - visible brush texture and organic line variation
+- **Cultural Sophistication Authority:** Urbane visual sensibility reflecting New Yorker's intellectual audience and cultural commentary tradition
+- **Food Integration Mandate:** Culinary elements authentically incorporated into sophisticated social scenarios with visual wit
+- **Period Technique Consistency:** Illustration methods appropriate to declared era (1925 traditional through contemporary vector) with authentic tool characteristics
+- **Paper Texture Specification:** High-quality coated magazine stock appearance with period-appropriate printing characteristics
+- **Line Quality Authority:** Confident, expressive penwork with organic variation - avoid digital vector perfection or hesitant sketchy lines
+- **Color Application Method:** Watercolor wash technique or contemporary flat color fields depending on declared style period
+- **Satirical Clarity Mandate:** Visual composition optimized for immediate comprehension of food-culture juxtaposition
+
+**POSE ANCHORS:**
+
+- Head positioning: Natural social angles within sophisticated cultural context
+- Eye contact: Urbane engagement appropriate to satirical commentary moment
+- Gesture economy: Sophisticated, meaningful movements supporting food-culture narrative
+- Environmental integration: Subject placement supporting New York cultural documentation with culinary elements
+
+**PERIOD CONSISTENCY ANCHOR:** All elements historically coherent with declared New Yorker era and authentic magazine production methods.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**WARDROBE TRACKS:**
+
+- **Sophisticated urban styling:** Period-appropriate New York intellectual/cultural attire reflecting magazine's target audience with authentic construction methods
+- **Fabric behavior:** High-quality materials with sophisticated drape appropriate to urbane cultural context
+- **Accessory caps:** Minimalist 0-2 accessories supporting sophisticated authenticity (cultural markers, dining accessories)
+- **Color palette:** Period-appropriate sophisticated colors reflecting magazine's aesthetic and cultural authority
+
+**WARDROBE VARIATION:** Cycle through period-appropriate sophisticated attire avoiding identical repetition between iterations.
+
+**PROPS:** 1 hero food-related prop maximum, culturally and sophisticatedly authentic to New York context.
+
+**YAML PROP POOLS:**
+
+```yaml
+sophisticated_food_props:
+  dining_culture: [wine_glass, cocktail, fine_china, silverware, menu]
+  culinary_tools: [chef_knife, whisk, rolling_pin, cheese_board, cookbook]
+  food_items: [artisanal_bread, exotic_cheese, oyster, truffle, caviar]
+  cultural_markers: [restaurant_review, food_magazine, cookbook, wine_list]
+```
+
+**COHERENCE FILTER:** All elements support sophisticated urban cultural authenticity with food-themed satirical purpose; fallback = clean cultural scene.
+
+------
+
+### 6) Constraints
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `"THE NEW YORKER" masthead`, `original magazine name`, `non-parody masthead text`
+- `photographic realism`, `commercial food photography`, `advertising aesthetics`, `product placement`
+- `disconnected food props`, `static food displays`, `food as background decoration`
+- `lowbrow humor`, `slapstick comedy`, `crude visual jokes`, `commercial illustration style`
+- `modern digital perfection`, `vector smoothness without organic variation`, `Instagram filter effects`
+- `fast food aesthetics`, `commercial kitchen settings`, `restaurant marketing imagery`
+- `heavy-handed satirical messaging`, `obvious visual puns`, `cartoonish exaggeration`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 2:3 magazine cover ratio`, `recomposed for sophisticated newsstand format`
+- `traditional illustration techniques with authentic pen and ink characteristics`
+- `sophisticated urban cultural context with New York intellectual authenticity`
+- `witty food-culture juxtaposition with urbane satirical edge and intelligent humor`
+- `period-appropriate offset lithography texture with authentic coated paper stock characteristics`
+- `sophisticated visual composition supporting immediate comprehension of cultural commentary`
+- `serif THE NEW PORKER masthead with consistent proportions matching New Yorker letterforms`
+
+**VOCABULARY WARNINGS:** Avoid "obvious," "crude," "commercial," "advertising" - emphasize sophisticated, witty, urbane, and culturally aware content.
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Magazine Cover):**
+
+- Vertical emphasis with sophisticated single-scene focus
+- Magazine hierarchy: masthead, main illustration, sophisticated satirical context
+- Newsstand impact optimization with immediate cultural recognition
+
+**SOPHISTICATED ILLUSTRATION COMPOSITION:**
+
+- **Perspective regime:** Urbane social observation with sophisticated illustration authenticity
+- **Scene focus:** Single sophisticated scenario supporting food-culture satirical narrative
+- **Environmental storytelling:** New York cultural backgrounds providing crucial sophisticated context
+- **Visual wit capture:** Intelligent, understated moments reflecting New Yorker satirical tradition
+- **Cultural authenticity:** Complete scene authenticity with no breaking of sophisticated staging
+
+**REQUIRED ANCHORS:**
+
+- **Cultural Context Anchor:** New York intellectual environments supporting sophisticated food commentary
+- **Satirical Documentation Anchor:** Authentic urban cultural settings supporting witty food-culture narrative
+- **Production Context Anchor:** Offset lithography texture with magazine quality covering entire illustration surface
+- **Ratio Enforcement Anchor:** 2:3 proportion optimization with sophisticated magazine format conventions
+
+**BACKGROUND TREATMENT:**
+
+- New York cultural environments appropriate to sophisticated context
+- Intellectual and artistic settings supporting urbane food commentary narrative
+- Sophisticated urban locations with authentic cultural storytelling - avoid commercial or obvious settings
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY:** Allow text integration for magazine cover format.
+
+**RATIO-APPROPRIATE ZONES:** Layout optimized for 2:3 magazine cover with New Yorker periodical hierarchy:
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - FONT AUTHENTICATION):**
+
+- **"THE NEW PORKER" Logo Authority:** Serif letterforms matching New Yorker classical style with traditional proportions
+- **Character Specifications:** Traditional serif weight, classical proportions, appropriate letter spacing maintaining New Yorker visual authority
+- **Position Authority:** Upper portion with traditional placement hierarchy
+- **Color Requirements:** Traditional dark lettering on light background as signature brand element
+- **Issue Information:** Smaller text including date, price in New Yorker format
+
+**HEADLINE SYSTEM (Sophisticated Cultural Commentary):**
+
+- **No explicit headlines:** Follow New Yorker tradition of visual storytelling without explanatory text
+- **Visual narrative clarity:** Image must communicate satirical premise without text explanation
+- **Cultural sophistication:** Wit expressed through visual composition rather than written jokes
+- **Intellectual accessibility:** Humor appropriate for sophisticated urban audience
+
+**NARRATIVE-DRIVEN SATIRICAL GENERATION (Food-Culture Commentary):**
+
+- **Scenario-First Approach:** Generate sophisticated food-culture scenario first, then create visual composition illustrating that specific cultural juxtaposition
+- **Subject Regeneration Requirement:** Completely recreate subject to authentically portray someone experiencing the generated food-culture scenario within appropriate sophisticated context
+- **Cultural Integration:** Include authentic New York intellectual settings, sophisticated contexts, and urbane elements supporting the food commentary premise
+- **Satirical Authenticity:** Subject's expression and interaction must genuinely reflect experiencing the sophisticated food-culture situation
+
+**DYNAMIC SATIRICAL GENERATION (Food-Culture Intersection):**
+
+- **Sophisticated Premise Creation:** Generate intelligent food-culture discoveries appropriate for urbane commentary
+
+- **Visual-Narrative Integration:** Regenerate subject's entire appearance to authentically portray someone in that specific sophisticated food scenario
+
+- **Cultural Coherence:** Every visual element must support and illustrate the food-culture satirical premise
+
+- **Format Examples for Cultural Regeneration:**
+
+  ```yaml
+  dining_sophistication:   premise_type: "Intellectual discovers absurd aspect of fine dining culture in sophisticated setting"  visual_requirements: "sophisticated attire, fine dining context, authentic cultural staging"  culinary_intellectualism:  premise_type: "Academic encounters impossible culinary phenomenon in scholarly environment"  visual_requirements: "intellectual context, sophisticated dress, authentic academic setting"  food_cultural_clash:  premise_type: "Sophisticated urbanite experiences absurd intersection of haute cuisine and everyday life"  visual_requirements: "urbane styling, cultural setting, authentic New York environment"  gastronomic_social_commentary:  premise_type: "Cultural elite discovers ridiculous truth about food trends in sophisticated circle"  visual_requirements: "sophisticated social setting, cultural dress, authentic intellectual environment"  culinary_artistic_discovery:  premise_type: "Artist/intellectual unearths absurd connection between food and high culture"  visual_requirements: "artistic staging, sophisticated context, authentic cultural documentation"  epicurean_urban_mystery:  premise_type: "Sophisticated New Yorker encounters impossible culinary urban phenomenon"  visual_requirements: "urbane presentation, sophisticated environment, authentic city cultural context"
+  ```
+
+**SATIRICAL GENERATION AUTHORITY:**
+
+- **NO SAMPLE SCENARIOS:** Generate entirely original sophisticated food-culture scenarios - do not reference provided examples
+- **Sophistication-First Process:** Create intelligent food-culture premise first, then craft visual composition describing that specific sophisticated situation
+- **Subject Regeneration Mandate:** Completely recreate subject to authentically experience the generated sophisticated scenario with appropriate expression, cultural staging, and environmental props
+
+**VISUAL-CULTURAL INTEGRATION RULES:**
+
+- **Complete Subject Recreation:** No generic portraits - every element regenerated to serve sophisticated satirical narrative
+- **Cultural Authenticity:** Subject genuinely experiencing the food-culture situation with appropriate sophisticated staging and settings
+- **Urbane Storytelling:** Environmental and cultural elements supporting authentic New Yorker sophisticated commentary tradition
+- **Intellectual Credibility:** Present food-culture scenarios with sophisticated observational wit and cultural awareness
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period-appropriate offset lithography limitations and registration quality with characteristic magazine publishing standards.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 2:3 ratio + IP Safeguard + "THE NEW PORKER" masthead + sophisticated illustration authenticity
+- **Section 2:** Magazine cover recomposition + sophisticated spatial allocation + cultural commentary context
+- **Section 3:** New Yorker influences + offset lithography production + sophisticated urban illustration tradition
+- **Section 4:** ≥8 technical anchors + illustration authenticity + cultural sophistication + period technique consistency
+- **Section 5:** Sophisticated wardrobe + cultural props + urbane authenticity + period accuracy
+- **Section 6:** Period-specific constraints + authentic illustration characteristics + anti-commercial elements + sophisticated integrity
+- **Section 7:** 2:3 magazine composition + sophisticated illustration framing + authentic cultural environments + cultural context enforcement
+- **Section 8:** "THE NEW PORKER" masthead + visual storytelling + sophisticated cultural commentary + offset printing integration
+- **Material authenticity:** Authentic illustration characteristics with measurable traditional media texture and period-appropriate techniques
+- **Production authenticity:** Era-appropriate printing methods with characteristic limitations and period accuracy
+- **Satirical integrity:** Sophisticated illustration prioritizing authentic cultural documentation and intelligent food commentary
+- **Parody protection:** Original content avoiding copyrighted New Yorker elements while capturing urbane sophisticated essence
+
+------
+
+# "Harper's Bizarre" Magazine (Harper's Bazaar Parody)
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic Harper's Bazaar parody covers using "Harper's Bizarre" as the IP-safe masthead, enforcing Brodovitch-era revolutionary fashion photography with bizarre/humorous elements and period-appropriate production methods.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Revolutionary fashion photography with cinematic flow over static studio portraiture.
+- **Technical Measurement Authority:** Quantitative specifications ("150 LPI halftone", "asymmetrical placement 70% offset") override descriptive language.
+- **Process-Over-Result Priority:** Authentic Brodovitch experimental techniques supersede digital appearance descriptions.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use 1934-1958 lithography methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Face-Treatment Flag:** `diffusion-soft` (fashion photography with dynamic movement and vitality)
+- **Pose Flag:** `candid-motion` (action shots with spontaneous, ordinary activities and natural movement)
+- **Canvas Control Flag:** `strict-reframe` (optimize for dual-page spread cinematic flow)
+- **Masthead Authority:** "HARPER'S BIZARRE" must use serif letterforms matching Harper's Bazaar classical style - add "MEN" designation ONLY for male subjects, NO "MEN" text for female subjects - NO font variations permitted
+- **Fashion Photography Mandate:** Revolutionary fashion photography with dynamic movement, not static studio poses
+- **Subject Regeneration Authority:** Subject's appearance, expression, and bizarre interaction must be completely regenerated to authentically portray the specific surreal fashion scenario described in the concept
+- **Bizarre-Fashion Integration Mandate:** Subject's actions, fashion styling, and environmental staging must reflect and illustrate the absurd high-fashion scenario with sophisticated weirdness
+- **Dynamic Bizarre Authority:** Concepts generated contextually based on desired fashion-meets-surreal scenario, with subject regenerated to match that narrative
+- **Revolutionary Tone Authority:** Sophisticated fashion authority with deliberate bizarre elements and avant-garde sensibility
+- **Cinematic Context Authority:** Dual-page spread mentality with flowing, dynamic composition essential for visual storytelling
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - fashion headlines with bizarre twist essential.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "HARPER'S BIZARRE" only.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic 1934-1958 lithography characteristics with period texture.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (magazine cover format) - ignore source image dimensions completely.
+- Restage as **Brodovitch Harper's Bazaar revolutionary fashion photography style (1934-1958)** for **magazine cover format**.
+- **Masthead:** Replace with "**HARPER'S BIZARRE**" in Harper's Bazaar's distinctive serif letters, adding "**MEN**" designation for male subjects.
+- **IP Safeguard Declaration:** Create original revolutionary fashion photography avoiding Harper's Bazaar copyrighted elements while capturing avant-garde sophistication essence.
+- **Face-Treatment Flag:** `diffusion-soft`
+- **Pose Flag:** `candid-motion`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Brodovitch's revolutionary fashion photography and cinematic composition tradition prevail over static studio conventions.
+- **Mode Selector:** Magazine cover parody with avant-garde fashion authenticity and sophisticated bizarre elements.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (magazine cover format / Harper's Bazaar standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Revolutionary fashion photography with cinematic flow and bizarre environmental staging
+- **Spatial Allocation:** Asymmetrical layout with dynamic movement and extensive white space usage
+- **Background Treatment:** Real-world bizarre locations or surreal environments supporting high-fashion narrative
+- **Format Justification:** 2:3 format optimizes cinematic magazine flow and revolutionary visual storytelling
+
+------
+
+### 3) Photographic Style & Context
+
+- **Influences:** Alexey Brodovitch Harper's Bazaar (1934-1958), Martin Munkácsi dynamic photography, Man Ray surrealist imagery, European Constructivism, Ballets Russes audacity, avant-garde fashion photography revolution.
+- **Medium/Production method:** Revolutionary fashion photography with dynamic action shots reproduced via lithography on high-quality coated magazine paper.
+- **Thematic purpose:** Revolutionary fashion presentation through cinematic visual storytelling with sophisticated bizarre elements and avant-garde sensibility.
+- **Hallmark motifs:** Dynamic action shots with bizarre elements, surrealist juxtaposition in fashion contexts, aggressive cropping with weird props, asymmetrical placement with strange locations, liberated modern subjects in absurd scenarios.
+- **Period framing:** 1934-1958 Harper's Bazaar revolutionary era with authentic magazine production methods.
+- **Tone Tag:** Revolutionary, sophisticated, avant-garde with emphasis on fashion innovation and deliberate bizarre elements.
+- **Production Era Authenticity:** Lithography with visible texture patterns, period-appropriate color characteristics, and mid-century registration quality.
+
+------
+
+### 4) Technical Execution
+
+**TECHNICAL EXECUTION ANCHORS (Critical - REQUIRED):**
+
+- **Revolutionary Photography Authority:** Dynamic action shots with models in motion showing vitality and expression - avoid static studio poses
+- **Bizarre Integration Specification:** Sophisticated weird elements (strange props, unusual locations, surreal juxtapositions) seamlessly integrated into high-fashion context
+- **Asymmetrical Composition Mandate:** Off-center placement with aggressive cropping and extensive white space - 70% offset from traditional centering
+- **Cinematic Flow Authority:** Composition designed for dual-page spread mentality with flowing, dynamic visual narrative
+- **Period Lithography Consistency:** Authentic 1934-1958 printing characteristics with appropriate texture and registration quality
+- **Fashion Vitality Mandate:** Models showing "modern, liberated" energy - smiling, laughing, engaged in bizarre ordinary activities
+- **Surrealist Sophistication:** Weird elements must maintain fashion magazine sophistication - no crude or lowbrow bizarre content
+- **Environmental Liberation:** Real-world bizarre locations preferred over artificial studio settings
+
+**POSE ANCHORS:**
+
+- Head positioning: Dynamic angles with natural movement within bizarre context
+- Eye contact: Sophisticated engagement appropriate to avant-garde fashion moment
+- Gesture economy: Spontaneous, expressive movements supporting fashion-bizarre narrative
+- Environmental integration: Subject placement supporting revolutionary fashion documentation with surreal elements
+
+**PERIOD CONSISTENCY ANCHOR:** All elements historically coherent with 1934-1958 Harper's Bazaar revolutionary era and authentic magazine production methods.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**WARDROBE TRACKS:**
+
+- **Revolutionary fashion styling:** High-fashion avant-garde attire reflecting Brodovitch era with authentic construction methods and bizarre twists
+- **Fabric behavior:** Luxurious materials with dynamic drape appropriate to movement and unusual staging
+- **Accessory caps:** Sophisticated 1-2 fashion accessories with bizarre elements (unusual hats, strange jewelry, weird fashion props)
+- **Color palette:** High-fashion colors with period-appropriate sophistication and avant-garde boldness
+
+**WARDROBE VARIATION:** Cycle through revolutionary fashion periods avoiding identical repetition between iterations.
+
+**PROPS:** 1 hero bizarre prop maximum, fashion-sophisticated and surreally authentic to avant-garde context.
+
+**YAML PROP POOLS:**
+
+```yaml
+bizarre_fashion_props:
+  surreal_accessories: [melting_watch, geometric_headpiece, impossible_shoes, floating_jewelry]
+  strange_fashion_tools: [backward_mirror, upside_down_handbag, inside_out_gloves, reversed_sunglasses]
+  weird_luxury_items: [levitating_perfume, transparent_clutch, invisible_scarf, gravity_defying_hat]
+  impossible_fashion: [self_tying_bowtie, color_changing_dress, edible_handbag, musical_jewelry]
+```
+
+**COHERENCE FILTER:** All elements support high-fashion sophistication with deliberate bizarre elements maintaining avant-garde credibility; fallback = clean revolutionary fashion scene.
+
+------
+
+### 6) Constraints
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `static studio poses`, `stodgy portraiture`, `centered symmetrical composition`, `tried-and-tested formulas`
+- `crude bizarre elements`, `lowbrow weirdness`, `slapstick comedy`, `obvious visual jokes`
+- `modern digital perfection`, `digital vector smoothness`, `contemporary post-processing effects`
+- `commercial fashion photography`, `advertising aesthetics`, `catalog styling`, `generic fashion poses`
+- `mediocre compositions`, `boring arrangements`, `predictable layouts`, `conventional framing`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 2:3 magazine cover ratio`, `recomposed for revolutionary fashion format`
+- `dynamic action shots with sophisticated bizarre elements seamlessly integrated into high-fashion context`
+- `asymmetrical composition with aggressive cropping and extensive white space usage`
+- `revolutionary fashion photography tradition with cinematic flow and avant-garde sensibility`
+- `period-appropriate lithography texture with authentic 1934-1958 printing characteristics`
+- `sophisticated weird elements maintaining fashion magazine credibility and avant-garde authority`
+- `serif HARPER'S BIZARRE masthead with MEN designation for male subjects matching Harper's Bazaar letterforms`
+
+**VOCABULARY WARNINGS:** Avoid "static," "conventional," "predictable," "mediocre" - emphasize revolutionary, avant-garde, sophisticated, bizarre, and cinematic content.
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Magazine Cover):**
+
+- Vertical emphasis with cinematic flow and dynamic asymmetrical placement
+- Magazine hierarchy: masthead, main fashion photography, bizarre headline integration
+- Revolutionary visual impact optimization with avant-garde recognition
+
+**REVOLUTIONARY FASHION PHOTOGRAPHY COMPOSITION:**
+
+- **Perspective regime:** Cinematic angles with dynamic fashion photography authenticity and bizarre environmental integration
+- **Asymmetrical dynamics:** 70% offset placement with aggressive cropping and extensive white space authority
+- **Environmental liberation:** Bizarre real-world locations providing sophisticated surreal context
+- **Movement capture:** Dynamic, spontaneous fashion moments with sophisticated weird elements
+- **Cinematic flow enforcement:** Composition designed for dual-page spread mentality with flowing narrative
+
+**REQUIRED ANCHORS:**
+
+- **Revolutionary Context Anchor:** Avant-garde environments supporting sophisticated fashion-bizarre commentary
+- **Cinematic Documentation Anchor:** Dynamic real-world bizarre settings supporting revolutionary fashion narrative
+- **Production Context Anchor:** Lithography texture with high-quality magazine paper covering entire photography surface
+- **Ratio Enforcement Anchor:** 2:3 proportion optimization with revolutionary magazine format conventions
+
+**BACKGROUND TREATMENT:**
+
+- Bizarre real-world locations appropriate to avant-garde fashion context
+- Surreal environments supporting sophisticated fashion storytelling
+- Revolutionary settings with authentic weird environmental storytelling - avoid conventional or predictable locations
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY:** Allow text integration for magazine cover format.
+
+**RATIO-APPROPRIATE ZONES:** Layout optimized for 2:3 magazine cover with Harper's Bazaar periodical hierarchy:
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - FONT AUTHENTICATION):**
+
+- **"HARPER'S BIZARRE" Logo Authority:** Serif letterforms matching Harper's Bazaar classical style with traditional proportions
+- **Gender-Specific Designation Authority:**
+  - **For MALE subjects ONLY:** Include "MEN" text in appropriate placement matching Harper's Bazaar men's covers
+  - **For FEMALE subjects:** NO "MEN" text - use standard "HARPER'S BIZARRE" masthead only
+- **Character Specifications:** Traditional serif weight, classical proportions, appropriate letter spacing maintaining Harper's Bazaar visual authority
+- **Position Authority:** Upper portion with traditional placement hierarchy and revolutionary composition integration
+- **Color Requirements:** Traditional magazine lettering with avant-garde color integration as signature brand element
+- **Issue Information:** Smaller text including date, price in Harper's Bazaar format
+
+**HEADLINE SYSTEM (Revolutionary Fashion Commentary):**
+
+- **Revolutionary fashion headlines:** Sophisticated fashion copy with bizarre twist elements
+- **Avant-garde integration:** Headlines supporting fashion authority while introducing surreal elements
+- **Proportional scale:** Headlines sized for fashion magazine standards with revolutionary visual integration
+- **Color authority:** Text color chosen for maximum avant-garde impact against fashion photography
+
+**NARRATIVE-DRIVEN BIZARRE GENERATION (Fashion-Surreal Commentary):**
+
+- **Scenario-First Approach:** Generate sophisticated fashion-bizarre scenario first, then create visual composition illustrating that specific avant-garde juxtaposition
+- **Subject Regeneration Requirement:** Completely recreate subject to authentically portray someone experiencing the generated fashion-bizarre scenario within appropriate sophisticated context
+- **Fashion Integration:** Include authentic high-fashion styling, avant-garde contexts, and revolutionary elements supporting the bizarre fashion premise
+- **Sophisticated Authenticity:** Subject's expression and interaction must genuinely reflect experiencing the weird fashion situation with avant-garde credibility
+
+**DYNAMIC BIZARRE GENERATION (Fashion-Surreal Intersection):**
+
+- **Revolutionary Premise Creation:** Generate sophisticated fashion-bizarre discoveries appropriate for avant-garde commentary
+
+- **Visual-Narrative Integration:** Regenerate subject's entire appearance to authentically portray someone in that specific revolutionary fashion scenario
+
+- **Avant-garde Coherence:** Every visual element must support and illustrate the fashion-bizarre satirical premise
+
+- **Format Examples for Revolutionary Regeneration:**
+
+  ```yaml
+  impossible_fashion_scenarios:   premise_type: "Model discovers clothing with impossible properties during avant-garde fashion shoot"  visual_requirements: "high-fashion styling, revolutionary setting, authentic avant-garde staging"  surreal_fashion_locations:  premise_type: "Fashion photography session in physically impossible or bizarre real-world location"  visual_requirements: "sophisticated styling, weird environment, authentic fashion context"  fashion_physics_violation:  premise_type: "High-fashion garments behaving according to surreal rather than natural laws"  visual_requirements: "revolutionary fashion, bizarre physics, sophisticated presentation"  avant_garde_fashion_mystery:  premise_type: "Model encounters impossible fashion phenomenon during sophisticated shoot"  visual_requirements: "haute couture, mysterious elements, avant-garde authenticity"  fashion_reality_distortion:  premise_type: "High-fashion shoot where reality operates according to bizarre fashion logic"  visual_requirements: "sophisticated styling, reality distortion, revolutionary context"  surreal_fashion_discovery:  premise_type: "Fashion photographer documents impossible fashion phenomenon in real location"  visual_requirements: "authentic fashion context, weird discovery, avant-garde presentation"
+  ```
+
+**BIZARRE GENERATION AUTHORITY:**
+
+- **NO SAMPLE SCENARIOS:** Generate entirely original sophisticated fashion-bizarre scenarios - do not reference provided examples
+- **Sophistication-First Process:** Create avant-garde fashion-bizarre premise first, then craft visual composition describing that specific revolutionary situation
+- **Subject Regeneration Mandate:** Completely recreate subject to authentically experience the generated sophisticated scenario with appropriate expression, fashion staging, and bizarre environmental props
+
+**VISUAL-FASHION INTEGRATION RULES:**
+
+- **Complete Subject Recreation:** No generic fashion portraits - every element regenerated to serve revolutionary fashion-bizarre narrative
+- **Avant-garde Authenticity:** Subject genuinely experiencing the fashion-bizarre situation with appropriate sophisticated staging and haute couture
+- **Revolutionary Storytelling:** Environmental and fashion elements supporting authentic Harper's Bazaar revolutionary commentary tradition with bizarre elements
+- **Fashion Credibility:** Present fashion-bizarre scenarios with sophisticated fashion authority and avant-garde visual intelligence
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period-appropriate lithography limitations and registration quality with characteristic 1934-1958 magazine publishing standards.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 2:3 ratio + IP Safeguard + "HARPER'S BIZARRE" masthead + revolutionary fashion photography authenticity
+- **Section 2:** Magazine cover recomposition + cinematic spatial allocation + avant-garde fashion context
+- **Section 3:** Brodovitch influences + lithography production + revolutionary fashion photography tradition
+- **Section 4:** ≥8 technical anchors + asymmetrical composition + bizarre integration + period lithography consistency
+- **Section 5:** Revolutionary fashion wardrobe + bizarre props + haute couture authenticity + period accuracy
+- **Section 6:** Period-specific constraints + authentic printing characteristics + anti-static elements + avant-garde integrity
+- **Section 7:** 2:3 magazine composition + revolutionary fashion photography framing + bizarre environmental contexts + cinematic flow enforcement
+- **Section 8:** "HARPER'S BIZARRE" masthead + fashion typography + bizarre fashion headlines + lithography printing integration
+- **Material authenticity:** Authentic lithography characteristics with measurable period texture and 1934-1958 printing techniques
+- **Production authenticity:** Mid-century printing methods with characteristic limitations and period accuracy
+- **Fashion integrity:** Revolutionary fashion photography prioritizing authentic avant-garde documentation and sophisticated bizarre elements
+- **Parody protection:** Original content avoiding copyrighted Harper's Bazaar elements while capturing revolutionary fashion essence
+
+------
+
+# "Parody Match" Magazine (Paris Match Parody)
+
+**Version:** 4.3
+ **Purpose:** A comprehensive framework for creating authentic Paris Match parody covers using "Parody Match" as the IP-safe masthead, enforcing 1953-1960 French photojournalism authenticity with period-appropriate production methods and French cultural elements.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Post-war French glamour photography with cinematic intimacy over commercial studio portraiture.
+- **Technical Measurement Authority:** Quantitative specifications ("Ives/Levy halftone", "≥70% figure dominance") override descriptive language.
+- **Process-Over-Result Priority:** Authentic 1950s offset lithography supersedes digital appearance descriptions.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use 1953-1960 lithography methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Face-Treatment Flag:** `diffusion-soft` (glamour studio lighting with cinematic intimacy)
+- **Pose Flag:** `candid-motion` (intimate portraiture with sideways glances and voyeuristic framing)
+- **Canvas Control Flag:** `strict-reframe` (optimize for 4:3 magazine cover format)
+- **Masthead Authority:** "PARODY MATCH" must use bold red lettering matching Paris Match classical style - NO font variations permitted
+- **French Photojournalism Mandate:** Post-war French glamour photography with **cinematic star aesthetic** and Parisian sophistication, not commercial advertising
+- **Subject Likeness Authority:** Preserve original subject's facial features, bone structure, and distinctive characteristics while adapting expression, styling, and French cultural interaction to authentically portray the specific Parisian scenario described in the concept
+- **French-Cultural Integration Mandate:** Subject's actions, styling, and environmental staging must reflect and illustrate the French cultural scenario with period authenticity
+- **Dynamic French Authority:** Concepts generated contextually based on desired French culture-meets-absurd scenario, with subject regenerated to match that narrative
+- **Post-War Tone Authority:** Sophisticated French glamour with gentle satirical edge and La Dolce Vita sensibility
+- **French Context Authority:** French locations and cultural elements essential for authentic Parisian storytelling
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - French satirical headlines essential for cultural commentary.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "PARODY MATCH" only.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic 1953-1960 offset lithography characteristics with period texture.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **4:3 ratio** (magazine cover format) - ignore source image dimensions completely.
+- Restage as **Paris Match post-war French photojournalism style (1953-1960)** for **magazine cover format**.
+- **Masthead:** Replace with "**PARODY MATCH**" in Paris Match's distinctive bold red letters.
+- **IP Safeguard Declaration:** Create original French glamour photography avoiding Paris Match copyrighted elements while capturing post-war sophistication essence.
+- **Face-Treatment Flag:** `diffusion-soft`
+- **Pose Flag:** `candid-motion`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Paris Match's French photojournalism and cinematic glamour tradition prevail over commercial photography conventions.
+- **Mode Selector:** Magazine cover parody with French cultural authenticity and gentle satirical elements.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `4:3` (magazine cover format / Paris Match standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Post-war French glamour photography with cinematic intimacy and French cultural staging
+- **Spatial Allocation:** ≥70% subject dominance with minimalist French environmental context
+- **Background Treatment:** French locations or out-of-focus French cultural environments supporting intimate portraiture
+- **Format Justification:** 4:3 format optimizes cinematic intimacy and French cultural storytelling authority
+
+------
+
+### 3) Photographic Style & Context
+
+- **Influences:** Paris Match covers (1953-1960), post-war French design, La Dolce Vita glamour, Nouvelle Vague cinema, Henri Cartier-Bresson photojournalism, **French cinematic star aesthetic**.
+- **Medium/Production method:** Post-war French glamour photography with intimate portraiture reproduced via early color offset lithography on coated magazine paper.
+- **Thematic purpose:** French cultural storytelling through cinematic visual documentation with gentle satirical edge and post-war sophistication.
+- **Hallmark motifs:** **Intimate cinematic portraiture of French icons** with French elements, sideways glances with Parisian context, cropped vision focusing on expressive features, French cultural scenarios with gentle absurdity.
+- **Period framing:** 1953-1960 French photojournalism golden age with authentic magazine production methods.
+- **Tone Tag:** Sophisticated, cinematic, culturally French with emphasis on post-war glamour and gentle satirical commentary.
+- **Production Era Authenticity:** Early color offset lithography with Ives/Levy halftone characteristics and period-appropriate registration quality.
+
+------
+
+### 4) Technical Execution
+
+**TECHNICAL EXECUTION ANCHORS (Critical - REQUIRED):**
+
+- **French Glamour Photography Authority:** Intimate portraiture with glamour studio lighting and cinematic framing - avoid commercial advertising aesthetics
+- **Halftone Specification:** Authentic 1950s Ives/Levy halftone dot pattern with irregular, watercolor-like structure and visible color registration drift
+- **Figure Dominance Mandate:** Subject occupies ≥70% of canvas with intimate cropped vision focusing on expressive facial features
+- **French Cultural Integration:** Authentic French locations, cultural elements, or Parisian environmental context seamlessly integrated
+- **Period Lithography Consistency:** Early color offset characteristics with CMYK color model and period-appropriate printing imperfections
+- **Cinematic Intimacy Authority:** Voyeuristic framing with sideways glances and tight close-up or bust shot composition
+- **Post-War Sophistication:** French cultural authority reflecting emerging prosperity and La Dolce Vita sensibility
+- **Coated Paper Simulation:** Glossy magazine finish with China clay coating appearance and period texture
+
+**POSE ANCHORS:**
+
+- Head positioning: Intimate angles with cinematic mystique and French sophistication
+- Eye contact: Sideways glances or voyeuristic engagement appropriate to French glamour moment
+- Gesture economy: Sophisticated, expressive movements supporting French cultural narrative
+- Environmental integration: Subject placement supporting French cultural documentation with Parisian authenticity
+
+**PERIOD CONSISTENCY ANCHOR:** All elements historically coherent with 1953-1960 French photojournalism and authentic magazine production methods.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**WARDROBE TRACKS:**
+
+- **French post-war styling:** Period-appropriate Parisian fashion reflecting 1950s French sophistication with authentic construction methods
+- **Fabric behavior:** Luxurious materials with sophisticated drape appropriate to French cultural context and post-war prosperity
+- **Accessory caps:** Sophisticated 1-2 French accessories supporting cultural authenticity (French fashion items, Parisian cultural markers)
+- **Color palette:** French fashion colors with period-appropriate sophistication and post-war optimism
+
+**WARDROBE VARIATION:** Cycle through period-appropriate French fashion avoiding identical repetition between iterations.
+
+**GENDERED WARDROBE SPECIFICATIONS:**
+
+```yaml
+feminine_french_styling:
+  garments: [silk_dress, tailored_blouse, chic_coat, haute_couture_piece]
+  accessories: [pearl_necklace, silk_scarf, french_handbag, elegant_gloves]
+  footwear: [heeled_pumps, sophisticated_flats]
+
+masculine_french_styling:
+  garments: [tailored_suit, turtleneck_sweater, trench_coat, blazer_combination]
+  accessories: [silk_tie, cufflinks, leather_briefcase, sophisticated_watch]
+  footwear: [oxford_shoes, leather_loafers]
+
+universal_french_elements:
+  outerwear: [beret, french_beret, sophisticated_hat]
+  cultural_markers: [cigarette_holder, vintage_eyewear, french_scarf]
+```
+
+**PROPS:** 1 hero French cultural prop maximum, authentically Parisian and appropriate to 1950s context.
+
+**YAML PROP POOLS:**
+
+```yaml
+french_cultural_props:
+  parisian_lifestyle: [beret, baguette, cafe_cup, cigarette_holder, french_perfume, pipe, lighter]
+  cultural_markers: [eiffel_tower_miniature, french_magazine, paris_postcard, metro_ticket, leica_camera]
+  fashion_accessories: [silk_scarf, pearl_necklace, french_handbag, parisian_gloves, cufflinks, vintage_watch]
+  artistic_elements: [palette, french_book, wine_glass, cheese_selection, cigar, vintage_pen]
+  intellectual_props: [french_newspaper, philosophy_book, vintage_camera, architect_tools]
+```
+
+**COHERENCE FILTER:** All elements support French cultural authenticity with gentle satirical purpose maintaining post-war sophistication; fallback = clean French cultural scene.
+
+------
+
+### 6) Constraints
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `modern digital photo filters`, `HDR smoothing`, `perfectly uniform halftone patterns`, `laser print effects`
+- `commercial advertising aesthetics`, `product placement`, `modern fashion photography`, `contemporary styling`
+- `crude satirical elements`, `offensive cultural stereotypes`, `disrespectful French caricatures`
+- `modern offset printing perfection`, `digital vector smoothness`, `contemporary post-processing effects`
+- `harsh satirical messaging`, `cultural insensitivity`, `stereotypical French clichés without sophistication`
+- `gender-specific limitations`, `exclusive feminine aesthetic bias`, `masculine style restrictions`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 4:3 magazine cover ratio`, `recomposed for French periodical format`
+- `authentic 1950s Ives/Levy halftone dot pattern with irregular watercolor-like structure`
+- `intimate French glamour photography with cinematic voyeuristic framing and ≥70% figure dominance`
+- `1953-1960 post-war French photojournalism style with visible color registration drift`
+- `sophisticated French cultural integration with authentic Parisian environmental context`
+- `period-appropriate offset lithography texture with authentic coated paper stock characteristics`
+- `bold red PARODY MATCH masthead with consistent proportions matching Paris Match letterforms`
+- `gender-inclusive French cinematic star aesthetic with period sophistication`
+
+**VOCABULARY WARNINGS:** Avoid "commercial," "advertising," "modern," "crude," "feminine-only," "masculine-limited" - emphasize sophisticated, cinematic, French, intimate, culturally authentic, and gender-inclusive content.
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (4:3 Magazine Cover):**
+
+- Vertical emphasis with intimate cinematic framing and French cultural authority
+- Magazine hierarchy: masthead, main glamour photography, French satirical context
+- Post-war sophistication optimization with immediate French cultural recognition
+
+**FRENCH GLAMOUR PHOTOGRAPHY COMPOSITION:**
+
+- **Perspective regime:** Normal plane section with intimate eye-level perspective and French glamour photography authenticity
+- **Figure dominance:** ≥70% subject allocation with tight close-up or bust shot cropped vision
+- **French environmental integration:** Parisian locations or French cultural backgrounds providing sophisticated context
+- **Cinematic intimacy capture:** Voyeuristic framing with sideways glances and **French cinematic star aesthetic**
+- **Cultural authenticity enforcement:** Complete French cultural staging with authentic Parisian environmental elements
+
+**REQUIRED ANCHORS:**
+
+- **French Cultural Context Anchor:** Authentic Parisian environments or French cultural elements supporting sophisticated storytelling
+- **Cinematic Documentation Anchor:** Post-war French glamour settings supporting intimate photojournalism narrative
+- **Production Context Anchor:** Early color offset lithography texture with coated paper finish covering entire photography surface
+- **Ratio Enforcement Anchor:** 4:3 proportion optimization with French magazine format conventions and period display requirements
+
+**BACKGROUND TREATMENT:**
+
+- French locations appropriate to sophisticated cultural context (Parisian cafes, French countryside, cultural landmarks)
+- Minimalist French environments supporting intimate portraiture narrative
+- Out-of-focus French cultural settings with authentic environmental storytelling - avoid distracting or competing backgrounds
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY:** Allow text integration for magazine cover format.
+
+**RATIO-APPROPRIATE ZONES:** Layout optimized for 4:3 magazine cover with Paris Match periodical hierarchy:
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - AUTHENTIC TYPOGRAPHY):**
+
+- **"PARODY MATCH" Logo Authority:** Exact replication of Paris Match typography: bold, condensed sans-serif letterforms with tight character spacing, uniform weight distribution, and rectangular proportions matching the authentic masthead design
+- **Character Specifications:**
+  - Font style: Bold condensed sans-serif (similar to Impact or Franklin Gothic Extra Condensed)
+  - Letter spacing: Tight/condensed with minimal gaps between characters
+  - Weight: Heavy/bold throughout with consistent stroke width
+  - Proportions: Wide letters with compressed vertical spacing, rectangular masthead shape
+- **Color Requirements:** Bright red (#E31E24 or similar) on white background as signature brand element
+- **Position Authority:** Upper left corner with traditional Paris Match placement hierarchy
+- **Scale Authority:** Masthead should occupy approximately 15-20% of total cover width
+- **Authenticity Reference:** Study provided Paris Match examples for exact typography matching
+- **Issue Information:** Smaller text including number, date, price in Paris Match format
+
+**HEADLINE SYSTEM (French Cultural Commentary):**
+
+- **French satirical headlines:** Sophisticated French cultural copy with gentle satirical twist elements
+- **Cultural integration:** Headlines supporting French authenticity while introducing harmless absurd elements
+- **Proportional scale:** Headlines sized for French magazine standards with period-appropriate integration
+- **French language authority:** Headlines in French with cultural sophistication and period authenticity
+
+**NARRATIVE-DRIVEN SATIRICAL GENERATION (French Cultural Commentary):**
+
+- **Scenario-First Approach:** Generate sophisticated French cultural scenario first, then create visual composition illustrating that specific Parisian juxtaposition
+- **Subject Regeneration Requirement:** Completely recreate subject to authentically portray someone experiencing the generated French cultural scenario within appropriate sophisticated context
+- **French Integration:** Include authentic Parisian settings, French cultural contexts, and post-war elements supporting the French satirical premise
+- **Cultural Authenticity:** Subject's expression and interaction must genuinely reflect experiencing the French cultural situation with period sophistication
+
+**DYNAMIC FRENCH GENERATION (Cultural-Satirical Intersection):**
+
+- **Sophisticated Premise Creation:** Generate intelligent French cultural discoveries appropriate for post-war commentary
+
+- **Visual-Narrative Integration:** Regenerate subject's entire appearance to authentically portray someone in that specific French scenario
+
+- **Cultural Coherence:** Every visual element must support and illustrate the French cultural satirical premise
+
+- **Format Examples for French Regeneration:**
+
+  ```yaml
+  parisian_lifestyle_scenarios:   premise_type: "Parisian discovers absurd aspect of French cultural life in sophisticated setting"  visual_requirements: "French styling, Parisian context, authentic cultural staging"  headline_example: "LA MODE IMPOSSIBLE: Les Parisiens Découvrent..."  french_intellectual_mysteries:  premise_type: "French intellectual encounters impossible cultural phenomenon in authentic French environment"  visual_requirements: "period French fashion, cultural setting, authentic French context"  headline_example: "MYSTÈRE À PARIS: La Nouvelle Découverte..."  cafe_culture_absurdity:  premise_type: "French cafe culture reveals scientifically impossible social behavior"  visual_requirements: "cafe setting, French styling, authentic Parisian environment"  headline_example: "EXCLUSIVE: Le Secret des Cafés Parisiens"  french_fashion_impossibility:  premise_type: "French fashion industry discovers garments with impossible properties"  visual_requirements: "haute couture, fashion context, authentic French cultural documentation"  headline_example: "RÉVÉLATION: La Mode Française Défie la Science"  parisian_romance_mystery:  premise_type: "Romantic Parisian encounters impossible love phenomenon in French setting"  visual_requirements: "romantic staging, French environment, authentic cultural presentation"  headline_example: "L'AMOUR IMPOSSIBLE: Romance à la Française"  french_cuisine_discovery:  premise_type: "French chef discovers impossible culinary phenomenon in authentic French kitchen"  visual_requirements: "French cuisine context, chef styling, authentic French cultural environment"  headline_example: "SCANDALE CULINAIRE: Le Chef Révèle..."nouvelle_vague_phenomenon:  premise_type: "French cinema figure discovers impossible artistic phenomenon in Parisian setting"  visual_requirements: "intellectual styling, artistic context, authentic French cultural environment"  headline_example: "CINÉMA IMPOSSIBLE: Le Réalisateur Révèle..."
+  ```
+
+**FRENCH SATIRICAL GENERATION AUTHORITY:**
+
+- **NO SAMPLE HEADLINES:** Generate entirely original sophisticated French cultural scenarios - do not reference provided examples
+- **French-First Process:** Create authentic French cultural premise first, then craft French headline describing that specific sophisticated situation
+- **Subject Regeneration Mandate:** Preserve original subject's core facial features and distinctive characteristics while adapting expression, cultural staging, and Parisian environmental props to authentically experience the generated French scenario
+
+**VISUAL-FRENCH INTEGRATION RULES:**
+
+- **Facial Feature Preservation:** Maintain original subject's bone structure, eye shape, facial proportions, and distinctive characteristics while adapting expression and styling
+- **Cultural Adaptation Only:** Change clothing, hair styling, accessories, and environmental context to French period authenticity without altering core facial features
+- **Expression Modification:** Adapt facial expression and body language to genuinely reflect experiencing the French cultural situation with appropriate sophisticated staging and period fashion
+- **Parisian Storytelling:** Environmental and cultural elements supporting authentic Paris Match French commentary tradition with gentle satirical elements
+- **Cultural Credibility:** Present French cultural scenarios with sophisticated Parisian authority and post-war cultural intelligence
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period-appropriate early color offset lithography limitations and registration quality with characteristic 1953-1960 French publishing standards.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 4:3 ratio + IP Safeguard + "PARODY MATCH" masthead + French photojournalism authenticity
+- **Section 2:** Magazine cover recomposition + intimate spatial allocation + French cultural context
+- **Section 3:** Paris Match influences + offset lithography production + French photojournalism tradition + **cinematic star aesthetic**
+- **Section 4:** ≥8 technical anchors + halftone specification + figure dominance + French cultural integration
+- **Section 5:** **Gender-inclusive French fashion wardrobe** + Parisian props + cultural authenticity + period accuracy
+- **Section 6:** Period-specific constraints + authentic printing characteristics + anti-commercial elements + cultural sophistication + **gender inclusivity**
+- **Section 7:** 4:3 magazine composition + French glamour photography framing + authentic Parisian environments + cultural context enforcement
+- **Section 8:** "PARODY MATCH" masthead + French typography + cultural satirical headlines + offset printing integration
+- **Material authenticity:** Authentic halftone characteristics with measurable irregular dot structure and period-appropriate registration drift
+- **Production authenticity:** 1953-1960 French printing methods with characteristic limitations and period accuracy
+- **Cultural integrity:** French photojournalism prioritizing authentic Parisian documentation and sophisticated cultural commentary
+- **Gender inclusivity:** Framework supports both masculine and feminine French cinematic star aesthetics with period authenticity
+- **Parody protection:** Original content avoiding copyrighted Paris Match elements while capturing French post-war sophistication essence
+
+---
+
+# "¡BOLA!" Magazine (¡Hola! Parody)
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic ¡Hola! parody covers using "¡BOLA!" as the IP-safe masthead, enforcing 1960s-present Spanish celebrity magazine authenticity with period-appropriate production methods and royal family satirical content.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Spanish celebrity magazine glamour photography with respectful portraiture over commercial advertising aesthetics.
+- **Technical Measurement Authority:** Quantitative specifications ("halftone screen texture", "≥70% figure dominance") override descriptive language.
+- **Process-Over-Result Priority:** Authentic offset lithography printing supersedes digital appearance descriptions.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use 1960s-present printing methods, paper quality, and color registration characteristics - avoid modern digital perfection.
+- **Face-Treatment Flag:** `diffusion-soft` (studio glamour lighting with respectful portraiture)
+- **Pose Flag:** `formal-composed` (dignified poses with controlled expressions and elegant staging)
+- **Canvas Control Flag:** `strict-reframe` (optimize for 3:4 magazine cover format)
+- **Masthead Authority:** "¡BOLA!" must use bold white sans-serif lettering in red rectangular background matching ¡Hola! style - NO font variations permitted
+- **Spanish Celebrity Magazine Mandate:** Respectful celebrity photography with positive portrayal, not tabloid sensationalism
+- **Subject Likeness Preservation Authority:** Maintain ALL distinctive facial features, bone structure, eye shape, facial proportions, and identifying characteristics of the original subject while ONLY adapting expression, clothing, and environmental context to portray the royal scenario
+- **Royal-Comedy Integration Mandate:** Subject's actions, royal styling, and environmental staging must reflect and illustrate the absurd royal family scenario with sophisticated humor
+- **Dynamic Royal Authority:** Concepts generated contextually based on desired royal family-meets-absurd scenario, with subject regenerated to match that narrative
+- **Respectful Tone Authority:** Sophisticated celebrity magazine presentation with gentle satirical edge and family-friendly humor
+- **Spanish Context Authority:** Spanish locations and cultural elements essential for authentic magazine storytelling
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - Spanish satirical headlines essential for royal commentary.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "¡BOLA!" only.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic offset lithography characteristics with period texture.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (magazine cover format) - ignore source image dimensions completely.
+- Restage as **¡Hola! Spanish celebrity magazine photography style (1960s-present)** for **magazine cover format**.
+- **Masthead:** Replace with "**¡BOLA!**" in ¡Hola!'s distinctive white letters on red background.
+- **IP Safeguard Declaration:** Create original Spanish celebrity magazine photography avoiding ¡Hola! copyrighted elements while capturing respectful glamour essence.
+- **Face-Treatment Flag:** `diffusion-soft`
+- **Pose Flag:** `formal-composed`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** ¡Hola!'s respectful celebrity photography and family-oriented presentation tradition prevail over tabloid sensationalism.
+- **Mode Selector:** Magazine cover parody with Spanish celebrity authenticity and gentle royal satirical elements.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4` (magazine cover format / ¡Hola! standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Spanish celebrity glamour photography with respectful portraiture and royal cultural staging
+- **Spatial Allocation:** ≥70% subject dominance with minimalist Spanish environmental context
+- **Background Treatment:** Spanish locations or studio environments supporting dignified portraiture
+- **Format Justification:** 3:4 format optimizes newsstand display and celebrity storytelling authority
+
+------
+
+### 3) Photographic Style & Context
+
+- **Influences:** ¡Hola! covers (1944-present), Spanish celebrity photography tradition, royal family documentation, European glamour magazine aesthetics, respectful celebrity portraiture.
+- **Medium/Production method:** Professional celebrity photography with studio-quality lighting reproduced via offset lithography on glossy magazine paper.
+- **Thematic purpose:** Respectful celebrity storytelling through polished visual presentation with gentle satirical edge and family-friendly royal humor.
+- **Hallmark motifs:** Dignified royal portraits, elegant family groupings, sophisticated fashion presentation, respectful celebrity documentation, positive royal family scenarios.
+- **Period framing:** Spanish celebrity magazine tradition spanning 1944-present with authentic magazine production methods.
+- **Tone Tag:** Respectful, elegant, family-oriented with emphasis on positive celebrity presentation and gentle royal satirical commentary.
+- **Production Era Authenticity:** Offset lithography with visible halftone characteristics and period-appropriate color reproduction.
+
+------
+
+### 4) Technical Execution
+
+**TECHNICAL EXECUTION ANCHORS (Critical - REQUIRED):**
+
+- **Spanish Celebrity Photography Authority:** Professional studio-quality portraiture with glamour lighting and respectful framing - avoid paparazzi or tabloid aesthetics
+- **Halftone Screen Specification:** Authentic offset lithography dot pattern with classic magazine texture and visible printing characteristics
+- **Figure Dominance Mandate:** Subject occupies ≥70% of canvas with elegant cropping focusing on facial expressions and royal styling
+- **Spanish Cultural Integration:** Authentic Spanish locations, cultural elements, or royal environmental context seamlessly integrated
+- **Period Printing Consistency:** Offset lithography characteristics with CMYK color model and period-appropriate registration quality
+- **Dignified Portraiture Authority:** Respectful framing with controlled lighting and elegant composition supporting positive celebrity presentation
+- **Professional Quality Standard:** Studio-level photography quality reflecting magazine's upmarket positioning and respectful editorial approach
+- **Glossy Paper Simulation:** High-quality magazine finish with characteristic sheen and professional printing texture
+
+**POSE ANCHORS:**
+
+- Head positioning: Elegant angles with dignified presentation and respectful celebrity authority
+- Eye contact: Direct or slightly angled gaze appropriate to respectful celebrity moment
+- Gesture economy: Sophisticated, controlled movements supporting royal family narrative
+- Environmental integration: Subject placement supporting Spanish cultural documentation with royal authenticity
+
+**PERIOD CONSISTENCY ANCHOR:** All elements historically coherent with Spanish celebrity magazine tradition and authentic magazine production methods.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**WARDROBE TRACKS:**
+
+- **Spanish royal styling:** Period-appropriate elegant attire reflecting European royal fashion with authentic construction methods
+- **Fabric behavior:** Luxurious materials with sophisticated drape appropriate to royal cultural context and celebrity presentation
+- **Accessory caps:** Sophisticated 1-2 royal accessories supporting cultural authenticity (royal jewelry, Spanish cultural markers)
+- **Color palette:** Elegant royal colors with period-appropriate sophistication and Spanish cultural elements
+
+**WARDROBE VARIATION:** Cycle through period-appropriate royal fashion avoiding identical repetition between iterations.
+
+**GENDERED WARDROBE SPECIFICATIONS:**
+
+```yaml
+feminine_royal_styling:
+  garments: [elegant_dress, royal_gown, sophisticated_suit, haute_couture_piece]
+  accessories: [royal_jewelry, elegant_handbag, sophisticated_shoes, royal_tiara]
+  cultural_elements: [spanish_mantilla, traditional_shawl, cultural_brooch]
+
+masculine_royal_styling:
+  garments: [formal_suit, military_uniform, royal_regalia, elegant_blazer]
+  accessories: [royal_orders, cufflinks, formal_watch, ceremonial_sash]
+  cultural_elements: [spanish_cultural_pins, traditional_elements, royal_insignia]
+
+universal_royal_elements:
+  formal_wear: [royal_sash, ceremonial_elements, state_jewelry]
+  cultural_markers: [spanish_cultural_items, royal_symbols, traditional_accessories]
+```
+
+**PROPS:** 1 hero Spanish royal prop maximum, authentically related to Spanish culture and appropriate to royal context.
+
+**YAML PROP POOLS:**
+
+```yaml
+spanish_royal_props:
+  royal_regalia: [crown, scepter, royal_orders, ceremonial_sword, state_jewelry]
+  spanish_cultural: [spanish_fan, mantilla, traditional_shawl, cultural_artifacts]
+  palace_elements: [royal_documents, palace_interior_items, ceremonial_objects]
+  family_items: [royal_family_portraits, ancestral_items, traditional_gifts]
+```
+
+**COHERENCE FILTER:** All elements support Spanish royal cultural authenticity with gentle satirical purpose maintaining respectful celebrity presentation; fallback = clean royal cultural scene.
+
+------
+
+### 6) Constraints
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `tabloid photography aesthetics`, `paparazzi style`, `sensationalist presentation`, `disrespectful portrayal`
+- `crude satirical elements`, `offensive royal stereotypes`, `disrespectful Spanish cultural caricatures`
+- `modern digital perfection`, `HDR smoothing`, `digital vector smoothness`, `contemporary post-processing effects`
+- `harsh satirical messaging`, `cultural insensitivity`, `stereotypical Spanish clichés without sophistication`
+- `commercial advertising aesthetics`, `product placement`, `modern fashion photography disconnected from royal context`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 3:4 magazine cover ratio`, `recomposed for Spanish magazine format`
+- `authentic offset lithography halftone pattern with classic magazine printing characteristics`
+- `respectful Spanish celebrity photography with dignified portraiture and ≥70% figure dominance`
+- `professional studio-quality lighting and composition reflecting upmarket magazine positioning`
+- `sophisticated Spanish cultural integration with authentic royal environmental context`
+- `period-appropriate offset printing texture with authentic glossy paper stock characteristics`
+- `bold white ¡BOLA! masthead in red background with consistent proportions matching ¡Hola! letterforms`
+
+**VOCABULARY WARNINGS:** Avoid "tabloid," "sensationalist," "crude," "disrespectful" - emphasize respectful, elegant, sophisticated, dignified, and culturally authentic content.
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Magazine Cover):**
+
+- Vertical emphasis with elegant portraiture and Spanish cultural authority
+- Magazine hierarchy: masthead, main celebrity photography, Spanish royal satirical context
+- Upmarket sophistication optimization with immediate Spanish cultural recognition
+
+**SPANISH CELEBRITY PHOTOGRAPHY COMPOSITION:**
+
+- **Perspective regime:** Professional eye-level perspective with respectful celebrity photography authenticity
+- **Figure dominance:** ≥70% subject allocation with elegant cropping focusing on facial expressions and royal styling
+- **Spanish environmental integration:** Spanish royal locations or cultural backgrounds providing sophisticated context
+- **Dignified portraiture capture:** Respectful framing with controlled lighting and positive celebrity presentation
+- **Cultural authenticity enforcement:** Complete Spanish cultural staging with authentic royal environmental elements
+
+**REQUIRED ANCHORS:**
+
+- **Spanish Cultural Context Anchor:** Authentic Spanish royal environments or cultural elements supporting sophisticated storytelling
+- **Celebrity Documentation Anchor:** Professional Spanish celebrity settings supporting respectful magazine narrative
+- **Production Context Anchor:** Offset lithography texture with glossy paper finish covering entire photography surface
+- **Ratio Enforcement Anchor:** 3:4 proportion optimization with Spanish magazine format conventions
+
+**BACKGROUND TREATMENT:**
+
+- Spanish royal locations appropriate to sophisticated cultural context (royal palaces, Spanish gardens, cultural landmarks)
+- Professional studio environments supporting elegant portraiture narrative
+- Spanish cultural settings with authentic environmental storytelling - avoid distracting or competing backgrounds
+
+------
+
+### 8) Typography & Text Integration
+
+**BINARY:** Allow text integration for magazine cover format.
+
+**RATIO-APPROPRIATE ZONES:** Layout optimized for 3:4 magazine cover with ¡Hola! periodical hierarchy:
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - EXACT REPLICATION AUTHORITY):**
+
+- **"¡BOLA!" Logo Authority:** EXACT replication of ¡Hola! masthead typography with absolute consistency across all covers
+- **Character Specifications - MANDATORY EXACT MEASUREMENTS:**
+  - Font: Bold sans-serif (Helvetica Bold or Arial Bold equivalent)
+  - Background: Pure red rectangle (#E31E24) with NO variations
+  - Text: Pure white (#FFFFFF) lettering with NO variations
+  - Letter spacing: Tight/condensed with consistent character gaps
+  - Height: Masthead rectangle must be exactly 12% of total canvas height
+  - Width: Masthead rectangle must be exactly 28% of total canvas width
+  - Position: 3% margin from top edge, 3% margin from left edge
+  - Font weight: Heavy/bold throughout with uniform stroke consistency
+- **Absolute Consistency Mandate:** All ¡BOLA! mastheads must be pixel-identical across different covers - NO variations in size, color, position, or typography permitted
+- **Issue Information:** Smaller black text positioned consistently: "Número [###]" and date in same location relative to masthead
+
+**HEADLINE SYSTEM (Spanish Royal Commentary):**
+
+- **Spanish satirical headlines:** Sophisticated Spanish cultural copy with gentle royal satirical twist elements
+- **Cultural integration:** Headlines supporting Spanish authenticity while introducing harmless absurd royal elements
+- **Proportional scale:** Headlines sized for Spanish magazine standards with period-appropriate integration
+- **Spanish language authority:** Headlines in Spanish with cultural sophistication and respectful tone
+
+**NARRATIVE-DRIVEN SATIRICAL GENERATION (Spanish Royal Commentary):**
+
+- **Scenario-First Approach:** Generate sophisticated Spanish royal scenario first, then create visual composition illustrating that specific royal family juxtaposition
+- **Subject Regeneration Requirement:** Completely recreate subject to authentically portray someone experiencing the generated royal scenario within appropriate sophisticated context
+- **Spanish Integration:** Include authentic Spanish royal settings, cultural contexts, and family elements supporting the royal satirical premise
+- **Cultural Authenticity:** Subject's expression and interaction must genuinely reflect experiencing the royal family situation with respectful sophistication
+
+**DYNAMIC ROYAL GENERATION (Royal Family-Satirical Intersection):**
+
+- **Sophisticated Premise Creation:** Generate intelligent Spanish royal family discoveries appropriate for respectful commentary
+- **Visual-Narrative Integration:** Regenerate subject's entire appearance to authentically portray someone in that specific royal scenario
+- **Cultural Coherence:** Every visual element must support and illustrate the royal family satirical premise
+
+**Format Examples for Royal Regeneration:**
+
+```yaml
+spanish_royal_scenarios:
+  premise_type: "Spanish royal family member discovers absurd aspect of royal life in palace setting"
+  visual_requirements: "royal styling, palace context, authentic Spanish cultural staging"
+  headline_example: "EXCLUSIVA: La Princesa Descubre Protocolo Imposible"
+
+royal_family_mysteries:
+  premise_type: "Spanish royal encounters impossible family tradition in authentic royal environment"
+  visual_requirements: "period royal fashion, palace setting, authentic Spanish royal context"
+  headline_example: "REVELACIÓN: El Secreto Real Que Nadie Conocía"
+
+palace_life_absurdity:
+  premise_type: "Spanish royal household reveals scientifically impossible daily routine"
+  visual_requirements: "palace setting, royal styling, authentic Spanish royal environment"
+  headline_example: "BOMBAZO: La Rutina Real Que Desafía la Lógica"
+
+royal_protocol_impossibility:
+  premise_type: "Spanish royal family discovers protocol with impossible requirements"
+  visual_requirements: "ceremonial context, royal regalia, authentic Spanish cultural documentation"
+  headline_example: "ESCÁNDALO: El Protocolo Real Imposible de Cumplir"
+
+spanish_royal_romance:
+  premise_type: "Spanish royal romantic encounter with impossible cultural phenomenon"
+  visual_requirements: "romantic royal setting, Spanish environment, authentic cultural presentation"
+  headline_example: "AMOR REAL: Romance Imposible en Palacio"
+
+royal_ceremony_discovery:
+  premise_type: "Spanish royal family uncovers impossible ceremonial tradition"
+  visual_requirements: "ceremonial context, traditional Spanish elements, authentic royal environment"
+  headline_example: "TRADICIÓN REAL: La Ceremonia Que Desafía la Realidad"
+```
+
+**SPANISH ROYAL SATIRICAL GENERATION AUTHORITY:**
+
+- **NO SAMPLE HEADLINES:** Generate entirely original sophisticated Spanish royal scenarios - do not reference provided examples
+- **Spanish-First Process:** Create authentic Spanish royal premise first, then craft Spanish headline describing that specific sophisticated situation
+- **Subject Regeneration Mandate:** Preserve ALL distinctive facial features and identifying characteristics of the original subject while adapting ONLY expression, royal styling, and environmental props to authentically experience the generated royal scenario
+
+**VISUAL-SPANISH INTEGRATION RULES:**
+
+- **Facial Feature Preservation Authority:** Maintain original subject's exact bone structure, eye shape, nose shape, facial proportions, distinctive features, and all identifying characteristics
+- **Adaptation Limitation:** ONLY change clothing, hair styling, makeup application, accessories, and environmental context to Spanish royal period authenticity - facial features are IMMUTABLE
+- **Expression Modification Only:** Adapt ONLY facial expression and body language to reflect experiencing the royal family situation while preserving all distinctive facial characteristics
+- **Environmental Context Change:** Update ONLY setting, props, lighting, and cultural staging to Spanish royal authenticity without altering subject's core appearance
+- **Royal Styling Integration:** Apply royal Spanish fashion, jewelry, and cultural elements while maintaining complete facial likeness to source subject
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period-appropriate offset lithography limitations and registration quality with characteristic Spanish magazine publishing standards.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 3:4 ratio + IP Safeguard + "¡BOLA!" masthead + Spanish celebrity magazine authenticity
+- **Section 2:** Magazine cover recomposition + elegant spatial allocation + Spanish cultural context
+- **Section 3:** ¡Hola! influences + offset lithography production + Spanish celebrity photography tradition
+- **Section 4:** ≥8 technical anchors + halftone specification + figure dominance + Spanish cultural integration
+- **Section 5:** Spanish royal wardrobe + cultural props + royal authenticity + period accuracy
+- **Section 6:** Period-specific constraints + authentic printing characteristics + anti-tabloid elements + cultural sophistication
+- **Section 7:** 3:4 magazine composition + Spanish celebrity photography framing + authentic Spanish environments + cultural context enforcement
+- **Section 8:** "¡BOLA!" masthead + Spanish typography + royal satirical headlines + offset printing integration
+- **Material authenticity:** Authentic halftone characteristics with measurable printing texture and period-appropriate registration
+- **Production authenticity:** Spanish magazine printing methods with characteristic limitations and quality standards
+- **Cultural integrity:** Spanish celebrity photography prioritizing authentic royal documentation and respectful cultural commentary
+- **Parody protection:** Original content avoiding copyrighted ¡Hola! elements while capturing Spanish celebrity magazine essence
\ No newline at end of file
diff --git a/styles-source/archive/stained_glass_art_analysis.md b/styles-source/archive/stained_glass_art_analysis.md
new file mode 100644
index 0000000..07b7328
--- /dev/null
+++ b/styles-source/archive/stained_glass_art_analysis.md
@@ -0,0 +1,918 @@
+# Stained Glass Art Analysis
+
+------
+
+# Medieval Cathedral Stained Glass
+
+**Version:** 4.2 Medieval Specialized **Purpose:** Comprehensive framework for generating authentic Medieval Cathedral stained glass artwork with period-accurate techniques, sacred iconography, and Gothic architectural integration.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression through medieval artistic conventions.
+- **Technical Measurement Authority:** Quantitative specifications ("2mm lead lines", "3:4 figure elongation") override descriptive language.
+- **Process-Over-Result Priority:** Traditional glass painting and leading techniques supersede visual appearance descriptions.
+- **Sacred Iconography Authority:** Religious symbolism and theological accuracy take precedence over artistic interpretation.
+- **Period Authenticity Mandate:** 12th-13th century production methods and aesthetic conventions are mandatory.
+
+**Face-Treatment Flag (mandatory):** `fresco-matte` with sacred iconography **Pose Flag (mandatory):** `hieratic-formal` or `gestural-fluid` (liturgical) **Canvas Control Flag:** `adaptive-extend` or `format-native` **Material Physics Authority:** Lead came construction, mouth-blown crown glass, and vitreous paint specifications override aesthetic preferences. **Scale-Dependent Technique:** Cathedral viewing distance affects detail hierarchy and lead line thickness (2-4mm standard). **Sacred Production Authenticity:** Monastic workshop methods and liturgical requirements take precedence. **Quantifiers authoritative:** Lead line thickness, figure proportions, and architectural measurements are binding. **Text policy:** Latin inscriptions and sacred texts only when Section 8 authorizes. **Safety/IP:** No nudity except traditional biblical context; no modern elements or anachronisms. **Sacred wardrobe guardrail:** Ecclesiastical vestments, royal regalia, and biblical costume appropriate to period. **Gender expression:** Traditional medieval iconographic conventions. **Material authenticity:** Authentic medieval glass painting techniques, no modern digital effects simulating traditional media. **Composition boundaries:** Lead came framework defines all compositional elements. **Gothic architectural integration:** Windows must function within cathedral structural and spiritual context. **Liturgical coherence:** All elements serve theological narrative and spiritual uplift. **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Sacred Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** following Gothic cathedral proportions.
+- Redraw in **Medieval Cathedral Stained Glass** for **[Gothic window format]**.
+- Identity via sacred iconography, gesture, and symbolic attributes.
+- **IP Safeguard Declaration:** Create original sacred designs avoiding copyrighted modern interpretations while maintaining theological accuracy.
+- **Face-Treatment Flag:** `fresco-matte` with sacred idealization
+- **Pose Flag:** `hieratic-formal` with liturgical gestures
+- **Canvas Control Flag:** `adaptive-extend` for cathedral integration
+- **Sacred Style Dominance:** Medieval theological and artistic conventions override contemporary aesthetics.
+- **Mode Selector:** Cathedral window, rose window, lancet panel, or devotional medallion.
+
+------
+
+### 2) Canvas Strategy & Gothic Proportions
+
+**MANDATORY RATIO SELECTION (Gothic cathedral specifications):**
+
+**PORTRAIT FORMATS (Lancet Windows):**
+
+- `2:7` (tall Gothic lancet - preferred for standing saints)
+- `3:8` (cathedral lancet standard)
+- `1:3` (narrow devotional panel)
+
+**LANDSCAPE FORMATS (Clerestory):**
+
+- `5:2` (clerestory band narrative)
+- `8:3` (wide narrative sequence)
+
+**CIRCULAR FORMATS (Rose Windows):**
+
+- `1:1` (rose window medallions)
+- `1:1` with radial divisions (12, 16, or 24 segments)
+
+**SPECIALTY FORMATS:**
+
+- `4:3` (choir window standard)
+- `3:4` (chapel window)
+- Geometric: Trefoil, Quatrefoil shapes
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Gothic Framework Method:** Lead came grid defines compositional structure
+- **Sacred Geometry:** Proportional systems based on liturgical requirements
+- **Architectural Integration:** Window shape serves cathedral's spiritual program
+- **Light Orchestration:** Composition optimized for divine illumination effects
+
+------
+
+### 3) Artistic Style & Sacred Context
+
+**Medieval Cathedral Stained Glass Movement (1140-1300)**
+
+- **Influences:** Byzantine iconography, Romanesque manuscript illumination, Gothic architectural revolution, Cistercian spirituality, Scholastic theology
+- **Production Method:** Monastic workshop system using mouth-blown crown glass, vitreous paint firing at 1200°F, H-section lead came assembly, iron armature support
+- **Thematic Purpose:** Spiritual transformation through divine light, biblical instruction, liturgical enhancement, architectural dematerialization
+- **Sacred Hallmark Motifs:**
+  - Lead line thickness: 2-4mm creating bold graphic structure
+  - Figure elongation: 120-150% natural proportion for spiritual emphasis
+  - Jewel-tone palette: Cobalt blue (divine truth), ruby red (sacrifice), emerald green (resurrection), golden amber (divine glory)
+  - Halo specifications: 15-20% head diameter with decorative inner patterns
+  - Architectural frames: Gothic arches, trefoil medallions, geometric borders
+- **Period Framing:** High Gothic cathedral construction era, Crusades influence, rise of universities and Scholasticism
+- **Tone Tag:** Sacred, luminous, transcendent, hierarchical, symbolic
+- **Sacred Production Authenticity:** Monastic workshop methods, liturgical oversight, theological accuracy requirements
+
+------
+
+### 4) Technical Execution - Medieval Glass Techniques
+
+**Glass Construction Anchors (≥8 required):**
+
+- **Lead Line Quality:** 2-4mm H-section came creating bold black outlines, following figure contours and architectural elements with confident directional flow
+- **Glass Paint Application:** Vitreous paint mixed with iron oxide, applied in controlled washes for flesh tones and shading, fired at 1200°F for permanent fusion
+- **Color Mixing Methods:** Layered transparent glasses, silver stain on white glass creating yellows and warm tones, flashed ruby glass with detailed etching
+- **Surface Texture:** Authentic crown glass with natural variations, pontil marks preserved, surface irregularities creating light refraction
+- **Edge Treatment:** Clean lead came joints, soldered intersections, weatherproofing with traditional putty compounds
+- **Detail Hierarchy:** Primary figures 60% composition, secondary elements 25%, decorative borders 15%
+- **Sacred Pose Anchors:** Head tilt 15-30° in contemplation, blessing gesture with raised right hand, contrapposto weight distribution 70/30
+- **Proportional Measurements:** Figure height 6-8 heads, hands 120% natural scale, feet often obscured by drapery, halo diameter 18% of head height
+- **Architectural Integration:** Window tracery coordination, structural iron armature invisible from interior, proper cathedral scale relationships
+- **Material Authenticity:** No modern float glass, authentic medieval production methods, period-appropriate color chemistry
+- **Light Transmission:** Calculated for cathedral interior illumination, color saturation optimized for backlighting
+- **Sacred Iconography Precision:** Proper religious symbology, liturgical color conventions, theological accuracy in narrative details
+
+------
+
+### 5) Sacred Vestments & Medieval Fashion
+
+**Ecclesiastical Wardrobe Matrix:**
+
+- **Sacred Hierarchical Tracks:** Papal (white/gold), Cardinal (red), Bishop (purple), Priest (varied), Saint (symbolic colors), Royal (purple/ermine), Noble (rich fabrics), Common (simple tunics)
+- **Fabric Behavior:** Heavy wool and silk draping in formal, columnar folds, metallic threads creating surface richness, period-accurate textile patterns
+- **Sacred Accessory Requirements:**
+  - Minimalist: Halo + primary attribute (≤2 elements)
+  - Elaborate: Full regalia + liturgical implements (3-4 elements maximum)
+- **Medieval Color Symbolism:** Blue=divine truth/Virgin Mary, Red=sacrifice/martyrdom, White=purity/resurrection, Purple=royalty/penitence, Green=resurrection/hope, Gold=divine glory
+- **Vestment Variation Required:** Cycle through appropriate liturgical colors and seasonal vestments, avoid identical repetition between iterations
+- **Sacred Props:** 1 primary religious attribute + optional 1 architectural element (total ≤2)
+- **Liturgical Coherence Filter:** All elements serve theological narrative; fallback = clean devotional scene
+- **YAML Medieval Prop Pools Required:**
+
+```yaml
+ecclesiastical_regalia:
+  episcopal: [mitre, crosier, episcopal_ring, pectoral_cross, liturgical_gloves, pallium]
+  papal: [papal_tiara, papal_cross, fishermans_ring, papal_vestments]
+  cardinal: [red_hat, cardinal_ring, scarlet_zucchetto]
+  priestly: [chalice, paten, stole, chasuble, altar_book]
+
+royal_regalia:
+  imperial: [crown, scepter, orb, ermine_mantle, throne]
+  noble: [coronet, sword, heraldic_shield, signet_ring]
+  military: [helm, sword, banner, coat_of_arms]
+
+saintly_attributes:
+  martyrdom: [palm_branch, crown_of_martyrdom, instrument_of_death]
+  miracle: [healing_hands, resurrection_symbol, divine_light]
+  scholarly: [book, scroll, writing_tablet, stylus]
+  monastic: [rosary, cross, scripture, monastery_model]
+
+architectural_elements:
+  gothic_structural: [pointed_arch, ribbed_vault, flying_buttress, rose_window]
+  liturgical_furniture: [altar, pulpit, baptismal_font, choir_stalls]
+  decorative: [trefoil, quatrefoil, crocket, finial]
+  symbolic_architecture: [heavenly_jerusalem, temple, church_model]
+```
+
+------
+
+### 6) Medieval Constraints
+
+**Canvas Negatives (≥4 required):**
+
+- "modern clothing", "contemporary hairstyles", "photographic realism", "Renaissance perspective"
+- "plastic materials", "machine-made glass", "digital effects", "gradient blending"
+- "secular themes", "individual portraiture", "landscape backgrounds", "naturalistic anatomy"
+- "original aspect ratio", "unmodified framing", "modern printing techniques"
+
+**Canvas Positives (≥4 required):**
+
+- "exactly [declared Gothic ratio]", "lead came construction", "mouth-blown crown glass texture"
+- "vitreous paint technique", "sacred iconographic accuracy", "hierarchical figure scale"
+- "jewel-tone luminosity", "Gothic architectural integration", "liturgical gesture precision"
+- "medieval workshop authenticity", "spiritual idealization", "theological symbolic accuracy"
+
+**Sacred Vocabulary Requirements:** Emphasize "luminous", "transcendent", "hierarchical", "sacred", "devotional" **Period Vocabulary Warnings:** Avoid "realistic", "individualistic", "secular", "modern", "photographic"
+
+------
+
+### 7) Composition & Gothic Architecture
+
+**RATIO-SPECIFIC SACRED COMPOSITION:**
+
+**For Gothic Lancets (2:7, 3:8, 1:3):** Vertical emphasis with standing saints, hierarchical arrangement, architectural canopies, minimal background detail **For Rose Windows (1:1):** Radial composition around central Christ figure, symmetrical saint arrangement, geometric pattern integration **For Clerestory Bands (5:2, 8:3):** Narrative sequence reading left to right, architectural unity across panels, consistent scale relationships
+
+**SACRED COMPOSITION ANCHORS:**
+
+- **Gothic Perspective Regime:** Symbolic space over naturalistic perspective, architectural frames defining sacred zones, hierarchical scale indicating spiritual importance
+- **Sacred Grid System:** Lead came creating structural framework, geometric harmony following cathedral proportions, golden section relationships
+- **Figure-Ground Distribution:** Primary sacred figures 65%, architectural elements 20%, decorative patterns 15%
+- **Density Management:** Controlled complexity serving theological narrative, viewing distance 15-30 feet considerations
+- **Divine Lighting Logic:** Backlit translucency creating supernatural illumination, color interaction producing spiritual atmosphere
+- **Detail-Negative Space:** Sacred symbol clarity balanced with contemplative space, lead line rhythm creating visual music
+
+**REQUIRED SACRED ANCHORS:**
+
+- **Architectural Context:** Gothic cathedral interior, stone tracery coordination, structural integration with masonry
+- **Sacred Frame Mandate:** Lead came borders with geometric patterns, trefoil or quatrefoil medallions, architectural canopies over figures
+- **Liturgical Production Context:** Cathedral workshop setting, ecclesiastical oversight, theological accuracy requirements
+- **Gothic Ratio Enforcement:** Composition designed for specific cathedral window opening, not adapted from different format
+
+------
+
+### 8) Sacred Typography & Latin Integration
+
+**Sacred Text Policy:** Latin liturgical texts only, when theologically essential
+
+**When Authorized:**
+
+- **Gothic Ratio-Appropriate Zones:** Text bands integrated with architectural framework, readable at cathedral scale
+- **Latin Copy Limits:** ≤4 words per inscription, positioned within decorative banderoles or architectural elements
+- **Period-Appropriate Typography:** Gothic blackletter forms, traditional abbreviations, liturgical accuracy
+- **Sacred Font Recommendation:** Based on medieval manuscript traditions
+  - *Primary: Foundational Gothic scripts (Textualis, Prescissus)*
+  - *Modern equivalent: Closest approximation in available fonts*
+  - *Example: "Sacred text using Blackletter Gothic forms (medieval manuscript analog)"*
+
+**Format-Specific Sacred Text Rules:**
+
+- **Rose Window Mode:** Central Christ monogram, radial saint names
+- **Lancet Mode:** Saint identification, brief Latin inscriptions
+- **Narrative Mode:** Essential biblical quotes, liturgical references
+- **Devotional Mode:** Prayer fragments, sacred monograms
+
+**Theological Accuracy Mandate:** All Latin text must be liturgically correct and theologically appropriate **Medieval Typography Integration:** Text rendered using traditional manuscript techniques, integrated with lead line structure
+
+------
+
+## Sacred Validation Elements
+
+**Theological Accuracy:** All religious symbolism, liturgical colors, and sacred texts must be appropriate to medieval Catholic tradition **Architectural Integration:** Design must function within Gothic cathedral structural and spiritual requirements
+ **Period Authenticity:** All elements must reflect 12th-13th century production methods and aesthetic conventions **Sacred Hierarchy:** Compositional elements must follow theological importance and liturgical protocols **Material Authenticity:** Surface and construction techniques must exhibit authentic medieval glass painting characteristics **Liturgical Coherence:** Overall design must serve cathedral's program of spiritual instruction and divine worship
+
+---
+
+# Pre-Raphaelite/Arts & Crafts Stained Glass
+
+**Version:** 4.2 Arts & Crafts Specialized **Purpose:** Comprehensive framework for generating authentic Pre-Raphaelite and Arts & Crafts movement stained glass artwork with decorative unity, artistic craftsmanship, and aesthetic beauty principles (1860-1920).
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via Pre-Raphaelite beauty ideals and Arts & Crafts decorative principles.
+- **Technical Measurement Authority:** Quantitative specifications ("3mm copper foil", "40% opalescent glass ratio") override descriptive language.
+- **Process-Over-Result Priority:** Arts & Crafts workshop methods and decorative arts integration supersede visual appearance descriptions.
+- **Aesthetic Beauty Authority:** Pre-Raphaelite ideals and Morris decorative principles take precedence over historical accuracy.
+- **Period Authenticity Mandate:** 1860-1920 production methods and aesthetic innovations are mandatory.
+
+**Face-Treatment Flag (mandatory):** `oil-fat-over-lean` with idealized beauty **Pose Flag (mandatory):** `gestural-fluid` or `contemplative` (Pre-Raphaelite naturalism) **Canvas Control Flag:** `adaptive-extend` or `strict-reframe` **Material Physics Authority:** Opalescent glass properties, copper foil construction, and plating techniques override aesthetic preferences. **Scale-Dependent Technique:** Domestic and ecclesiastical viewing distances affect detail precision and decorative density. **Arts & Crafts Production Authenticity:** Workshop guild methods and decorative arts integration take precedence. **Quantifiers authoritative:** Glass composition ratios, foil widths, and decorative density measurements are binding. **Text policy:** English, poetic inscriptions, and Morris-style lettering when Section 8 authorizes. **Safety/IP:** Appropriate artistic nudity within Pre-Raphaelite context; no modern anachronisms. **Arts & Crafts wardrobe guardrail:** Medieval revival costume, aesthetic dress, flowing Pre-Raphaelite fashion. **Gender expression:** Pre-Raphaelite and Arts & Crafts artistic conventions with emphasis on feminine beauty ideals. **Material authenticity:** Authentic opalescent glass techniques, copper foil construction, period-accurate art glass varieties. **Composition boundaries:** Decorative unity and artistic harmony define compositional elements. **Aesthetic integration:** Windows must reflect Arts & Crafts total design philosophy and Pre-Raphaelite beauty ideals. **Decorative coherence:** All elements serve unified artistic vision and craftsmanship ideals. **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Arts & Crafts Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** following Arts & Crafts decorative proportions.
+- Redraw in **Pre-Raphaelite/Arts & Crafts Stained Glass** for **[domestic/ecclesiastical format]**.
+- Identity via Pre-Raphaelite beauty ideals, flowing gestures, and decorative arts integration.
+- **IP Safeguard Declaration:** Create original Arts & Crafts designs avoiding copyrighted elements while maintaining period aesthetic accuracy.
+- **Face-Treatment Flag:** `oil-fat-over-lean` with idealized beauty modeling
+- **Pose Flag:** `gestural-fluid` with contemplative naturalism
+- **Canvas Control Flag:** `adaptive-extend` for decorative integration
+- **Arts & Crafts Style Dominance:** Decorative unity and craftsmanship ideals override other aesthetic considerations.
+- **Mode Selector:** Church commission, domestic window, memorial panel, or aesthetic movement showcase.
+
+------
+
+### 2) Canvas Strategy & Decorative Proportions
+
+**MANDATORY RATIO SELECTION (Arts & Crafts specifications):**
+
+**PORTRAIT FORMATS (Decorative Windows):**
+
+- `2:3` (Arts & Crafts domestic standard)
+- `3:4` (ecclesiastical Pre-Raphaelite)
+- `4:5` (aesthetic movement preferred)
+
+**LANDSCAPE FORMATS (Frieze/Narrative):**
+
+- `4:3` (domestic frieze format)
+- `5:2` (decorative band sequence)
+- `16:9` (wide aesthetic narrative)
+
+**SQUARE FORMATS (Medallion/Panel):**
+
+- `1:1` (decorative medallions)
+- `1:1` (Morris-style panels)
+
+**SPECIALTY FORMATS:**
+
+- `5:8` (golden ratio aesthetic)
+- `3:5` (Fibonacci proportion)
+- Arched formats with Gothic Revival tracery
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Decorative Framework Method:** Morris wallpaper-inspired pattern systems define spatial structure
+- **Aesthetic Harmony:** Pre-Raphaelite beauty proportions govern figure placement
+- **Artistic Integration:** Window design serves total decorative arts philosophy
+- **Natural Light Enhancement:** Composition optimized for opalescent glass effects and atmospheric beauty
+
+------
+
+### 3) Artistic Style & Aesthetic Context
+
+**Pre-Raphaelite/Arts & Crafts Movement (1860-1920)**
+
+- **Influences:** Medieval revival, Pre-Raphaelite Brotherhood painting, William Morris decorative arts, John Ruskin aesthetic theory, Gothic Revival architecture, Japanese art influence
+- **Production Method:** Morris & Co. workshop system using opalescent art glass, copper foil technique, plating methods, detailed cartoon transfer, collaborative artist-craftsman approach
+- **Thematic Purpose:** Beauty for beauty's sake, decorative arts integration, medieval romantic idealism, literary and poetic expression, domestic aesthetic enhancement
+- **Aesthetic Hallmark Motifs:**
+  - Opalescent glass integration: 30-50% composition creating lustrous, pearl-like effects
+  - Copper foil construction: 1-3mm width creating delicate lead lines and complex assembly
+  - Flowing hair rendering: Detailed paint work with 1mm precision for Pre-Raphaelite tresses
+  - Floral pattern density: Morris-inspired backgrounds with 60-80% decorative coverage
+  - Idealized beauty proportions: Elongated necks (130% natural), refined features, contemplative expressions
+- **Period Framing:** High Victorian era, Gothic Revival peak, Aesthetic Movement, Arts & Crafts workshop guilds
+- **Tone Tag:** Beautiful, decorative, romantic, idealistic, harmonious
+- **Arts & Crafts Production Authenticity:** Workshop collaboration, artist-craftsman unity, decorative arts integration requirements
+
+------
+
+### 4) Technical Execution - Arts & Crafts Glass Techniques
+
+**Glass Construction Anchors (≥8 required):**
+
+- **Opalescent Glass Quality:** 30-50% composition using Tiffany-type art glass with lustrous, multi-tonal effects creating depth and richness
+- **Copper Foil Application:** 1-3mm foil width for delicate construction, soldered joints creating smooth continuous lines, enabling complex curves and small pieces
+- **Plating Technique:** Multiple glass layers bonded for complex color effects, gradations, and subtle tonal variations impossible with single sheets
+- **Art Glass Varieties:** Streaky, wispy, fracture, and ring-mottled glasses creating natural textures and organic effects
+- **Paint Detail Precision:** 1-2mm line work for Pre-Raphaelite facial beauty, flowing hair detail, textile pattern rendering
+- **Decorative Pattern Integration:** Morris-inspired backgrounds with controlled density, natural motif accuracy, wallpaper-like consistency
+- **Beauty Ideal Anchors:** Elongated graceful necks, flowing gesture vocabulary, contemplative upward gazes, refined hand positions
+- **Proportional Measurements:** Pre-Raphaelite figure ideals with elongated proportions, graceful limbs, idealized facial geometry
+- **Decorative Arts Integration:** Furniture, textile, and wallpaper pattern coordination, total design philosophy implementation
+- **Material Authenticity:** Period-accurate art glass chemistry, authentic copper foil construction, Victorian-era kiln firing techniques
+- **Light Transmission Optimization:** Opalescent effects calculated for domestic lighting, jewel-like brilliance, atmospheric enhancement
+- **Craftsman Quality Control:** Workshop guild standards, artist-craftsman collaboration, decorative unity maintenance
+
+------
+
+### 5) Arts & Crafts Fashion & Aesthetic Dress
+
+**Arts & Crafts Wardrobe Matrix:**
+
+- **Aesthetic Hierarchical Tracks:** Pre-Raphaelite (flowing medieval revival), Aesthetic Movement (artistic reform dress), Arts & Crafts (simplified medieval), Liberty & Co. (commercial aesthetic), Morris Circle (workshop artistic), Medieval Revival (romantic historical), Domestic Reform (rational dress)
+- **Fabric Behavior:** Flowing silks and fine wools with natural drape, liberty prints and Morris textiles, hand-woven textures, medieval-inspired construction
+- **Aesthetic Accessory Requirements:**
+  - Minimalist: Simple jewelry + natural elements (≤2 elements)
+  - Elaborate: Full aesthetic costume + decorative arts coordination (3-4 elements maximum)
+- **Arts & Crafts Color Conventions:** Natural dye colors, earth tones, jewel accents, Morris palette coordination, aesthetic harmony principles
+- **Costume Variation Required:** Cycle through appropriate aesthetic dress styles and Morris textile patterns, avoid identical repetition between iterations
+- **Period Props:** 1 primary aesthetic object + optional 1 decorative element (total ≤2)
+- **Decorative Coherence Filter:** All elements serve unified aesthetic vision; fallback = harmonious Pre-Raphaelite scene
+- **YAML Arts & Crafts Prop Pools Required:**
+
+```yaml
+pre_raphaelite_aesthetics:
+  beauty_ideals: [flowing_hair, elongated_neck, contemplative_gaze, graceful_hands]
+  symbolic_flowers: [lily, rose, daisy, sunflower, iris, poppy]
+  medieval_revival: [chalice, manuscript, lute, medieval_crown, gothic_arch]
+  aesthetic_objects: [peacock_feather, japanese_fan, aesthetic_vase, liberty_fabric]
+
+morris_decorative_arts:
+  textile_patterns: [strawberry_thief, willow_bough, golden_lily, acanthus, pomegranate]
+  wallpaper_designs: [trellis, daisy, fruit, vine, bird_and_anemone]
+  furniture_style: [sussex_chair, morris_settle, aesthetic_cabinet, liberty_table]
+  decorative_motifs: [celtic_knot, gothic_trefoil, naturalistic_vine, stylized_flower]
+
+natural_elements:
+  flora: [english_garden_flowers, wild_roses, oak_leaves, ivy_vine, apple_blossom]
+  fauna: [songbirds, butterflies, peacocks, swans, medieval_beasts]
+  landscape: [english_countryside, medieval_garden, flowing_stream, ancient_forest]
+  seasonal: [spring_blossoms, summer_meadow, autumn_harvest, winter_holly]
+
+literary_romantic:
+  themes: [arthurian_legend, dante_beatrice, shakespeare_heroines, medieval_romance]
+  symbols: [grail, rose_garden, tower, forest_glade, crystal_spring]
+  poetic_elements: [scroll_with_verse, musical_instrument, love_token, nature_crown]
+  medieval_fantasy: [unicorn, dragon, castle, knight, lady_fair]
+```
+
+------
+
+### 6) Arts & Crafts Constraints
+
+**Canvas Negatives (≥4 required):**
+
+- "industrial production", "machine-made uniformity", "harsh geometric forms", "photographic realism"
+- "cheap commercial glass", "crude construction", "garish colors", "excessive ornamentation"
+- "classical academic style", "renaissance perspective", "baroque drama", "rococo frivolity"
+- "original aspect ratio", "unmodified framing", "non-decorative proportions"
+
+**Canvas Positives (≥4 required):**
+
+- "exactly [declared Arts & Crafts ratio]", "opalescent glass luminosity", "Pre-Raphaelite beauty ideals"
+- "Morris decorative pattern integration", "copper foil delicacy", "aesthetic dress flowing"
+- "handcrafted workshop quality", "natural motif accuracy", "decorative arts unity"
+- "medieval romantic revival", "English garden naturalism", "artistic craftsmanship excellence"
+
+**Arts & Crafts Vocabulary Requirements:** Emphasize "beautiful", "decorative", "harmonious", "handcrafted", "aesthetic" **Period Vocabulary Warnings:** Avoid "industrial", "mechanical", "commercial", "academic", "photographic"
+
+------
+
+### 7) Composition & Decorative Arts Architecture
+
+**RATIO-SPECIFIC AESTHETIC COMPOSITION:**
+
+**For Portrait Formats (2:3, 3:4, 4:5):** Graceful figure proportions with decorative background integration, Pre-Raphaelite beauty emphasis, floral pattern coordination **For Landscape Formats (4:3, 5:2, 16:9):** Decorative frieze arrangements, Morris-inspired pattern flow, narrative clarity across horizontal format **For Square Formats (1:1):** Medallion compositions with radial decorative patterns, centered aesthetic arrangements
+
+**ARTS & CRAFTS COMPOSITION ANCHORS:**
+
+- **Decorative Pattern Regime:** Morris wallpaper-inspired background systems, natural motif integration, controlled density distribution
+- **Aesthetic Harmony System:** Pre-Raphaelite beauty proportions, golden ratio relationships, decorative arts coordination
+- **Figure-Ground Distribution:** Primary figures 45%, decorative patterns 40%, architectural elements 15%
+- **Pattern Density Management:** Controlled complexity serving aesthetic unity, domestic viewing distance considerations
+- **Natural Light Integration:** Opalescent effects optimized for natural illumination, jewel-like brilliance enhancement
+- **Decorative-Negative Space:** Morris pattern flow balanced with Pre-Raphaelite figure clarity, aesthetic breathing room
+
+**REQUIRED AESTHETIC ANCHORS:**
+
+- **Architectural Context:** Gothic Revival coordination, domestic interior harmony, ecclesiastical aesthetic enhancement
+- **Decorative Frame Mandate:** Arts & Crafts border patterns, natural motif framing, Morris-inspired decorative elements
+- **Workshop Production Context:** Artist-craftsman collaboration, decorative arts workshop standards, aesthetic movement ideals
+- **Arts & Crafts Ratio Enforcement:** Composition designed for specific decorative proportion, aesthetic harmony maintained
+
+------
+
+### 8) Arts & Crafts Typography & Poetic Integration
+
+**Arts & Crafts Text Policy:** English poetic texts, Morris-style lettering, and aesthetic inscriptions when contextually appropriate
+
+**When Authorized:**
+
+- **Decorative Ratio-Appropriate Zones:** Text integrated with Morris-inspired decorative framework, readable at domestic scale
+- **Arts & Crafts Copy Limits:** ≤8 words per inscription, positioned within decorative banderoles or aesthetic cartouches
+- **Period-Appropriate Typography:** Morris Golden Type, Arts & Crafts hand-lettering, Gothic Revival scripts
+- **Arts & Crafts Font Recommendation:** Based on William Morris typography and Arts & Crafts lettering
+  - *Primary: Morris Golden Type, Kelmscott Press styling*
+  - *Modern equivalent: Arts & Crafts revival fonts*
+  - *Example: "Arts & Crafts text using Morris/Uncial forms (medieval revival analog)"*
+
+**Format-Specific Arts & Crafts Text Rules:**
+
+- **Domestic Window Mode:** Poetic inscriptions, aesthetic mottos, literary quotations
+- **Ecclesiastical Mode:** English liturgical texts, hymn verses, moral inscriptions
+- **Memorial Mode:** Commemorative poetry, aesthetic dedications, natural metaphors
+- **Decorative Mode:** Morris-style mottos, craft guild inscriptions, beauty ideals
+
+**Aesthetic Accuracy Mandate:** All text must serve decorative unity and aesthetic movement ideals **Arts & Crafts Typography Integration:** Text rendered using period-appropriate hand-lettering, integrated with decorative pattern systems
+
+------
+
+## Arts & Crafts Validation Elements
+
+**Aesthetic Beauty Standards:** All figures must reflect Pre-Raphaelite beauty ideals and graceful proportional systems **Decorative Arts Integration:** Design must function within total Arts & Crafts aesthetic philosophy and workshop practices **Period Authenticity:** All elements must reflect 1860-1920 production methods and aesthetic movement innovations **Craftsmanship Quality:** Compositional elements must demonstrate workshop guild standards and artist-craftsman collaboration **Material Authenticity:** Surface and construction techniques must exhibit authentic opalescent glass and copper foil characteristics
+ **Aesthetic Coherence:** Overall design must serve unified decorative vision and Arts & Crafts movement principles
+
+------
+
+# Art Deco Stained Glass (Harry Clarke Style)
+
+**Version:** 4.2 Art Deco Specialized
+ **Purpose:** Comprehensive framework for generating authentic Art Deco stained glass artwork with psychological intensity, decorative maximalism, and theatrical drama following Harry Clarke's revolutionary approach (1900-1930).
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via Art Deco stylization and psychological characterization.
+- **Technical Measurement Authority:** Quantitative specifications ("2mm acid etch depth", "80% decorative density") override descriptive language.
+- **Process-Over-Result Priority:** Art Deco glass techniques and theatrical staging supersede visual appearance descriptions.
+- **Psychological Drama Authority:** Emotional intensity and theatrical presentation take precedence over conventional beauty.
+- **Period Authenticity Mandate:** 1900-1930 production methods and Art Deco aesthetic innovations are mandatory.
+
+**Face-Treatment Flag (mandatory):** `linear-anatomical-destruction` with psychological intensity **Pose Flag (mandatory):** `psychological-tension` or `theatrical-dramatic` **Canvas Control Flag:** `strict-reframe` or `adaptive-extend` **Material Physics Authority:** Acid etching, sandblasting, and plating techniques override aesthetic preferences. **Scale-Dependent Technique:** Intimate viewing distances affect detail density and psychological impact. **Art Deco Production Authenticity:** Clarke workshop methods and decorative maximalism take precedence. **Quantifiers authoritative:** Decorative density, etch depths, and pattern complexity measurements are binding. **Text policy:** Poetic inscriptions, literary quotes, and decorative lettering when Section 8 authorizes. **Safety/IP:** Appropriate artistic content within Art Deco context; no modern anachronisms. **Art Deco wardrobe guardrail:** 1920s fashion, Celtic revival, and theatrical costume. **Gender expression:** Art Deco and Irish artistic conventions with psychological complexity. **Material authenticity:** Authentic acid etching, sandblasting, and contemporary Art Deco techniques. **Composition boundaries:** Decorative maximalism and psychological drama define compositional elements. **Theatrical integration:** Windows must reflect Art Deco dramatic philosophy and emotional intensity. **Psychological coherence:** All elements serve unified emotional vision and theatrical impact. **Revolutionary technique authorization:** Comfort violation and conventional beauty prohibition when psychologically appropriate. **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Art Deco Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** following Art Deco theatrical proportions.
+- Redraw in **Art Deco Stained Glass (Harry Clarke Style)** for **[dramatic format specification]**.
+- Identity via psychological characterization, theatrical staging, and decorative maximalism.
+- **IP Safeguard Declaration:** Create original Art Deco designs avoiding copyrighted elements while maintaining period psychological intensity.
+- **Face-Treatment Flag:** `linear-anatomical-destruction` with psychological drama
+- **Pose Flag:** `psychological-tension` with theatrical presentation
+- **Canvas Control Flag:** `strict-reframe` for dramatic impact
+- **Art Deco Style Dominance:** Psychological intensity and decorative maximalism override conventional beauty standards.
+- **Mode Selector:** Church commission, literary illustration, memorial drama, or psychological showcase.
+
+------
+
+### 2) Canvas Strategy & Theatrical Proportions
+
+**MANDATORY RATIO SELECTION (Art Deco specifications):**
+
+**PORTRAIT FORMATS (Dramatic Windows):**
+
+- `2:3` (Art Deco standard drama)
+- `3:4` (ecclesiastical intensity)
+- `4:5` (intimate psychological)
+
+**LANDSCAPE FORMATS (Narrative/Literary):**
+
+- `5:2` (literary narrative sequence)
+- `4:3` (theatrical staging)
+- `21:9` (cinematic drama)
+
+**SQUARE FORMATS (Medallion/Portrait):**
+
+- `1:1` (psychological portraits)
+- `1:1` (symbolic compositions)
+
+**SPECIALTY FORMATS:**
+
+- `3:5` (Celtic proportional)
+- `2.5:4` (book illustration influence)
+- Arched formats with Art Deco geometric tracery
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Theatrical Framework Method:** Dramatic staging principles define spatial structure
+- **Psychological Focus:** Emotional intensity governs figure placement and scale
+- **Decorative Integration:** Maximalist pattern systems serve psychological narrative
+- **Atmospheric Drama:** Composition optimized for intense light-dark contrasts and emotional impact
+
+------
+
+### 3) Artistic Style & Psychological Context
+
+**Art Deco Stained Glass Movement - Harry Clarke School (1900-1930)**
+
+- **Influences:** Celtic Revival, Art Nouveau linear stylization, Symbolist literature, Irish nationalism, Gothic Revival craftsmanship, contemporary fashion, psychological realism, theatrical design
+- **Production Method:** Clarke studio system using acid etching, sandblasting, plating techniques, industrial materials, contemporary tools, complex cartoon development, psychological character studies
+- **Thematic Purpose:** Psychological exploration, literary illustration, emotional intensity, Irish cultural expression, modern life commentary, spiritual questioning
+- **Dramatic Hallmark Motifs:**
+  - Acid etching depth: 1-3mm creating textural complexity and surface variation
+  - Black glass dominance: 30-50% composition creating dramatic silhouettes and graphic impact
+  - Decorative density: 80-95% surface coverage with horror vacui principle
+  - Facial elongation: 140-160% natural proportion for psychological emphasis
+  - Pattern complexity: Celtic interlacing with Art Deco geometric integration
+- **Period Framing:** Irish Literary Revival, Post-WWI psychological awareness, Art Deco emergence, Celtic nationalism, modern industrial techniques
+- **Tone Tag:** Psychological, dramatic, intense, decorative, theatrical
+- **Art Deco Production Authenticity:** Clarke studio innovation, contemporary technique integration, psychological character development requirements
+
+------
+
+### 4) Technical Execution - Art Deco Glass Techniques
+
+**Glass Construction Anchors (≥8 required):**
+
+- **Acid Etching Quality:** 1-3mm depth creating complex surface textures, pattern definition, and atmospheric effects through controlled chemical etching
+- **Sandblasting Application:** Variable depth surface treatment creating frosted effects, texture gradation, and dimensional quality
+- **Plating Technique:** Multiple glass layers creating complex color interactions, depth effects, and impossible single-glass colors
+- **Black Glass Integration:** 30-50% composition using black glass for dramatic silhouettes, graphic definition, and psychological impact
+- **Linear Detail Precision:** 0.5-1mm line work for textile patterns, facial features, decorative elements, and Celtic interlacing
+- **Decorative Pattern Density:** 80-95% surface coverage with controlled complexity serving psychological narrative
+- **Psychological Pose Anchors:** Theatrical gesture vocabulary, dramatic hand positions, intense eye contact, emotional body language
+- **Proportional Measurements:** Art Deco elongation with exaggerated features for psychological effect and dramatic impact
+- **Contemporary Integration:** 1920s fashion elements, modern materials, industrial technique coordination
+- **Material Authenticity:** Period-accurate acid chemistry, authentic sandblasting equipment, Clarke-era kiln techniques
+- **Light Drama Optimization:** Intense contrast effects, silhouette clarity, atmospheric mystery creation
+- **Emotional Impact Control:** Psychological intensity maintenance, character development, theatrical staging principles
+
+------
+
+### 5) Art Deco Fashion & Theatrical Costume
+
+**Art Deco Wardrobe Matrix:**
+
+- **Social Hierarchical Tracks:** Flapper (beaded/geometric), Celtic Revival (traditional/romantic), Theatrical (costume/dramatic), Literary (bohemian/artistic), Religious (reformed/modern), Contemporary (1920s/fashionable), Mythological (symbolic/timeless)
+- **Fabric Behavior:** 1920s fashion with geometric patterns, Celtic textiles with traditional motifs, theatrical costume with dramatic effect, beaded and metallic surfaces
+- **Psychological Accessory Requirements:**
+  - Minimalist: Single dramatic element + symbolic object (≤2 elements)
+  - Elaborate: Full theatrical costume + psychological props (3-4 elements maximum)
+- **Art Deco Color Conventions:** High contrast palettes, jewel tone intensity, metallic accents, psychological color symbolism
+- **Costume Variation Required:** Cycle through appropriate 1920s styles and Celtic revival elements, avoid identical repetition between iterations
+- **Period Props:** 1 primary symbolic object + optional 1 atmospheric element (total ≤2)
+- **Psychological Coherence Filter:** All elements serve emotional narrative; fallback = dramatically intense scene
+- **YAML Art Deco Prop Pools Required:**
+
+```yaml
+art_deco_theatrical:
+  fashion_elements: [beaded_dress, geometric_jewelry, feathered_headband, art_deco_brooch, 1920s_hairstyle]
+  dramatic_objects: [theatrical_mask, ornate_mirror, dramatic_lighting, stage_curtain, spotlight]
+  psychological_symbols: [broken_mirror, wilting_flower, caged_bird, thorned_rose, shadowed_face]
+  contemporary_items: [cigarette_holder, cocktail_glass, gramophone, art_deco_clock, modern_furniture]
+
+celtic_revival:
+  traditional_elements: [celtic_knot, irish_harp, shamrock, celtic_cross, ogham_stone]
+  mythological_beings: [sidhe_queen, celtic_warrior, druid_priest, banshee, celtic_god]
+  natural_symbols: [oak_tree, raven, wolf, celtic_spiral, standing_stone]
+  literary_references: [yeats_poetry, irish_legends, finn_maccool, tir_na_nog, celtic_otherworld]
+
+psychological_drama:
+  emotional_states: [melancholy, ecstasy, torment, revelation, transformation]
+  symbolic_objects: [broken_chains, burning_book, crystal_ball, dying_swan, golden_apple]
+  atmospheric_elements: [storm_clouds, moonlight, candleflame, mirror_fragments, shadow_play]
+  literary_themes: [forbidden_love, spiritual_quest, artistic_creation, death_beauty, time_passage]
+
+decorative_maximalism:
+  pattern_types: [celtic_interlace, art_deco_geometric, textile_design, architectural_ornament]
+  surface_treatments: [acid_etched, sandblasted, plated_glass, metallic_stain, iridescent_surface]
+  color_combinations: [jewel_contrasts, metallic_accents, dramatic_silhouettes, psychological_palettes]
+  ornamental_density: [horror_vacui, decorative_abundance, pattern_layering, surface_richness]
+```
+
+------
+
+### 6) Art Deco Constraints
+
+**Canvas Negatives (≥4 required):**
+
+- "conventional beauty", "harmonious composition", "pleasant imagery", "decorative restraint"
+- "medieval simplicity", "renaissance naturalism", "photographic accuracy", "industrial uniformity"
+- "emotional restraint", "psychological comfort", "decorative minimalism", "surface plainness"
+- "original aspect ratio", "unmodified framing", "non-dramatic proportions"
+
+**Canvas Positives (≥4 required):**
+
+- "exactly [declared Art Deco ratio]", "psychological intensity", "decorative maximalism"
+- "acid etching complexity", "theatrical drama", "black glass silhouettes"
+- "Clarke studio authenticity", "emotional psychological depth", "1920s contemporary integration"
+- "Celtic revival elements", "horror vacui density", "dramatic light-dark contrasts"
+
+**Art Deco Vocabulary Requirements:** Emphasize "psychological", "dramatic", "intense", "decorative", "theatrical" **Period Vocabulary Warnings:** Avoid "harmonious", "pleasant", "restrained", "simple", "comfortable"
+
+------
+
+### 7) Composition & Theatrical Architecture
+
+**RATIO-SPECIFIC DRAMATIC COMPOSITION:**
+
+**For Portrait Formats (2:3, 3:4, 4:5):** Psychological figure dominance with decorative background integration, theatrical staging emphasis, emotional intensity focus **For Landscape Formats (5:2, 4:3, 21:9):** Literary narrative development, dramatic sequence arrangement, cinematic staging across horizontal format
+ **For Square Formats (1:1):** Centered psychological portraits, symbolic arrangements, intense character studies
+
+**ART DECO COMPOSITION ANCHORS:**
+
+- **Theatrical Staging Regime:** Dramatic lighting effects, psychological positioning, emotional gesture coordination
+- **Decorative Maximalism System:** Horror vacui principle, pattern layering, surface richness controlled for psychological impact
+- **Figure-Ground Distribution:** Primary psychological figures 50%, decorative patterns 35%, atmospheric elements 15%
+- **Psychological Density Management:** Emotional intensity balanced with decorative complexity, intimate viewing distance considerations
+- **Dramatic Light Integration:** High contrast effects, silhouette drama, atmospheric mystery, psychological illumination
+- **Decorative-Emotional Balance:** Pattern density serving psychological narrative, emotional breathing space, theatrical focus
+
+**REQUIRED DRAMATIC ANCHORS:**
+
+- **Architectural Context:** Art Deco building integration, contemporary interior harmony, ecclesiastical dramatic enhancement
+- **Decorative Frame Mandate:** Art Deco geometric borders, Celtic interlacing, psychological framing devices
+- **Studio Production Context:** Clarke workshop innovation, contemporary technique integration, psychological character development
+- **Art Deco Ratio Enforcement:** Composition designed for specific dramatic proportion, theatrical staging maintained
+
+------
+
+### 8) Art Deco Typography & Literary Integration
+
+**Art Deco Text Policy:** English literary texts, poetic inscriptions, and decorative lettering when serving psychological narrative
+
+**When Authorized:**
+
+- **Dramatic Ratio-Appropriate Zones:** Text integrated with decorative framework, readable at intimate viewing scale
+- **Art Deco Copy Limits:** ≤10 words per inscription, positioned within decorative cartouches or atmospheric elements
+- **Period-Appropriate Typography:** Art Deco lettering, Celtic revival scripts, theatrical presentation
+- **Art Deco Font Recommendation:** Based on 1920s typography and Clarke decorative lettering
+  - *Primary: Art Deco geometric lettering, Celtic revival forms*
+  - *Modern equivalent: Jazz Age typography*
+  - *Example: "Art Deco text using Geometric/Celtic forms (1920s theatrical analog)"*
+
+**Format-Specific Art Deco Text Rules:**
+
+- **Ecclesiastical Mode:** Poetic biblical texts, psychological religious inscriptions, dramatic liturgical quotes
+- **Literary Mode:** Poetry excerpts, literary quotations, symbolic inscriptions, atmospheric text
+- **Memorial Mode:** Dramatic commemorative text, psychological dedications, emotional tributes
+- **Psychological Mode:** Character names, emotional states, symbolic phrases, atmospheric words
+
+**Psychological Accuracy Mandate:** All text must serve emotional narrative and psychological character development **Art Deco Typography Integration:** Text rendered using period-appropriate decorative lettering, integrated with theatrical staging
+
+------
+
+## Art Deco Validation Elements
+
+**Psychological Authenticity:** All figures must reflect Art Deco psychological complexity and emotional intensity **Decorative Integration:** Design must demonstrate horror vacui principle and decorative maximalism philosophy **Period Authenticity:** All elements must reflect 1900-1930 production methods and Art Deco innovations
+ **Theatrical Quality:** Compositional elements must demonstrate dramatic staging and emotional impact **Material Authenticity:** Surface and construction techniques must exhibit authentic acid etching and sandblasting characteristics **Psychological Coherence:** Overall design must serve unified emotional vision and theatrical dramatic impact **Technical Innovation:** Design must demonstrate Clarke-level technical mastery and contemporary material integration
+
+------
+
+# Renaissance Stained Glass
+
+**Version:** 4.2 Renaissance Specialized **Purpose:** Comprehensive framework for generating authentic Renaissance stained glass artwork with naturalistic techniques, classical perspective, and period-accurate humanistic aesthetics (1400-1600).
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via naturalistic portraiture and Renaissance humanistic ideals.
+- **Technical Measurement Authority:** Quantitative specifications ("3mm silver stain width", "60% clear glass ratio") override descriptive language.
+- **Process-Over-Result Priority:** Renaissance glass painting techniques and classical perspective systems supersede visual appearance descriptions.
+- **Humanistic Authority:** Renaissance artistic philosophy and classical aesthetics take precedence over medieval conventions.
+- **Period Authenticity Mandate:** 15th-16th century production methods and aesthetic innovations are mandatory.
+
+**Face-Treatment Flag (mandatory):** `tempera-precise` with naturalistic modeling **Pose Flag (mandatory):** `contrapposto` or `candid-motion` (Renaissance naturalism) **Canvas Control Flag:** `adaptive-extend` or `strict-reframe` **Material Physics Authority:** Silver stain application, detailed vitreous paint work, and clear glass integration specifications override aesthetic preferences. **Scale-Dependent Technique:** Church and civic building viewing distances affect detail precision and paint application (1-2mm line work). **Renaissance Production Authenticity:** Guild workshop methods and humanistic artistic principles take precedence. **Quantifiers authoritative:** Paint layer thickness, perspective measurements, and glass ratios are binding. **Text policy:** Latin, vernacular inscriptions, and heraldic mottos when Section 8 authorizes. **Safety/IP:** Appropriate classical and biblical nudity within artistic context; no modern anachronisms. **Renaissance wardrobe guardrail:** Period-accurate 15th-16th century fashion, classical drapery, contemporary armor. **Gender expression:** Renaissance artistic and social conventions. **Material authenticity:** Authentic Renaissance glass painting techniques with silver stain and detailed paint work. **Composition boundaries:** Clear architectural and perspective framework defines compositional elements. **Classical integration:** Windows must reflect Renaissance artistic philosophy and architectural harmony. **Humanistic coherence:** All elements serve Renaissance ideals of beauty, proportion, and naturalism. **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Renaissance Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** following Renaissance architectural proportions.
+- Redraw in **Renaissance Stained Glass** for **[classical window format]**.
+- Identity via naturalistic portraiture, classical gestures, and Renaissance artistic ideals.
+- **IP Safeguard Declaration:** Create original Renaissance designs avoiding copyrighted elements while maintaining period accuracy.
+- **Face-Treatment Flag:** `tempera-precise` with naturalistic modeling
+- **Pose Flag:** `contrapposto` with classical gestures
+- **Canvas Control Flag:** `adaptive-extend` for architectural integration
+- **Renaissance Style Dominance:** Classical artistic principles and humanistic ideals override medieval conventions.
+- **Mode Selector:** Church window, civic commission, donor memorial, or classical narrative panel.
+
+------
+
+### 2) Canvas Strategy & Classical Proportions
+
+**MANDATORY RATIO SELECTION (Renaissance architectural specifications):**
+
+**PORTRAIT FORMATS (Classical Windows):**
+
+- `3:4` (Renaissance church standard)
+- `2:3` (civic building format)
+- `4:5` (chapel window preferred)
+
+**LANDSCAPE FORMATS (Clerestory/Narrative):**
+
+- `4:3` (classical landscape orientation)
+- `5:3` (narrative sequence standard)
+- `16:9` (wide civic narrative)
+
+**SQUARE FORMATS (Memorial/Donor):**
+
+- `1:1` (donor portrait medallions)
+- `1:1` (heraldic compositions)
+
+**SPECIALTY FORMATS:**
+
+- `8.5:11` (manuscript-influenced)
+- `5:7` (classical golden ratio approximation)
+- Arched formats with Renaissance tracery
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Classical Framework Method:** Renaissance perspective system defines spatial structure
+- **Proportional Harmony:** Golden ratio and classical proportions govern layout
+- **Architectural Integration:** Window design serves Renaissance building aesthetics
+- **Natural Illumination:** Composition optimized for realistic light effects and atmospheric perspective
+
+------
+
+### 3) Artistic Style & Classical Context
+
+**Renaissance Stained Glass Movement (1400-1600)**
+
+- **Influences:** Italian Renaissance painting, Flemish panel painting, classical antiquity revival, humanistic philosophy, Protestant Reformation, royal patronage
+- **Production Method:** Guild workshop system using silver stain technology, detailed vitreous paint application fired at 1150°F, clear glass integration, classical cartoon transfer methods
+- **Thematic Purpose:** Humanistic artistic expression, classical narrative clarity, individual portraiture, architectural harmony, religious and civic instruction
+- **Classical Hallmark Motifs:**
+  - Silver stain application: 2-4mm bands creating luminous yellows and golden highlights
+  - Clear glass integration: 40-60% composition ratio for naturalistic light effects
+  - Paint detail precision: 1-2mm line work for facial modeling and textile rendering
+  - Perspective accuracy: Linear perspective with measured vanishing points and horizon lines
+  - Classical proportions: Human figures following Renaissance artistic canons (8-head height standard)
+- **Period Framing:** Early Renaissance humanism, High Renaissance classicism, Northern European reformation, guild system peak
+- **Tone Tag:** Naturalistic, harmonious, classical, individualistic, humanistic
+- **Renaissance Production Authenticity:** Guild master oversight, classical artistic training, patron collaboration requirements
+
+------
+
+### 4) Technical Execution - Renaissance Glass Techniques
+
+**Glass Construction Anchors (≥8 required):**
+
+- **Silver Stain Quality:** 2-4mm application bands on clear glass creating luminous yellows and warm flesh tones, fired at 1150°F for optimal saturation
+- **Vitreous Paint Application:** Detailed modeling paint mixed with iron oxide and lead flux, applied in multiple layers for naturalistic flesh rendering and textile detail
+- **Clear Glass Integration:** 40-60% clear glass ratio creating natural light transmission, atmospheric effects, and realistic spatial depth
+- **Perspective Systems:** Accurate linear perspective with measured vanishing points, architectural accuracy, and atmospheric distance effects
+- **Detail Precision:** 1-2mm line work for facial features, textile patterns, architectural ornament, and heraldic details
+- **Color Harmony:** Renaissance palette coordination with earth tones, flesh colors, and naturalistic hues balanced with traditional jewel tones
+- **Classical Pose Anchors:** Contrapposto weight distribution, natural gesture vocabulary, Renaissance dance and courtly positions
+- **Proportional Measurements:** 8-head figure height standard, anatomically correct proportions, realistic scale relationships
+- **Architectural Integration:** Classical orders coordination, Renaissance building harmony, patron heraldic inclusion
+- **Material Authenticity:** Period-accurate glass chemistry, authentic silver stain composition, Renaissance kiln firing techniques
+- **Light Modeling:** Realistic chiaroscuro effects, cast shadow accuracy, natural illumination direction
+- **Narrative Clarity:** Renaissance storytelling conventions, classical iconographic accuracy, humanistic interpretation methods
+
+------
+
+### 5) Renaissance Fashion & Classical Attire
+
+**Renaissance Wardrobe Matrix:**
+
+- **Social Hierarchical Tracks:** Royal (velvet/ermine/jewels), Noble (silk/brocade/gold), Merchant (wool/fur trim), Artisan (fine linen), Peasant (coarse wool/linen), Classical (Roman/Greek drapery), Ecclesiastical (reformed vestments)
+- **Fabric Behavior:** Rich Renaissance textiles with complex draping, period-accurate cut and construction, detailed surface patterns and trim
+- **Classical Accessory Requirements:**
+  - Minimalist: Period headwear + jewelry (≤2 elements)
+  - Elaborate: Full Renaissance costume + heraldic elements (3-4 elements maximum)
+- **Renaissance Color Conventions:** Sumptuary law colors, guild associations, heraldic accuracy, naturalistic flesh tones, classical harmony
+- **Costume Variation Required:** Cycle through appropriate social classes and regional styles, avoid identical repetition between iterations
+- **Period Props:** 1 primary attribute/tool + optional 1 architectural element (total ≤2)
+- **Classical Coherence Filter:** All elements serve Renaissance artistic ideals; fallback = harmonious classical scene
+- **YAML Renaissance Prop Pools Required:**
+
+```yaml
+renaissance_regalia:
+  royal: [crown, scepter, orb, ermine_mantle, throne, royal_chain]
+  noble: [coronet, sword, chain_of_office, heraldic_shield, signet_ring]
+  ecclesiastical: [mitre, crosier, cardinal_hat, reformed_vestments, bishop_ring]
+  civic: [mayoral_chain, guild_insignia, civic_sword, ceremonial_staff]
+
+classical_attributes:
+  scholarly: [book, scroll, astrolabe, compass, classical_manuscript]
+  artistic: [palette, brushes, classical_statue, architectural_model]
+  musical: [lute, harp, sheet_music, classical_instruments]
+  military: [renaissance_armor, sword, battle_standard, firearms]
+
+architectural_elements:
+  renaissance_structural: [classical_column, pediment, architrave, pilaster]
+  decorative: [acanthus_scroll, putti, classical_frieze, medallion]
+  landscape: [cypress_trees, classical_ruins, distant_mountains, renaissance_garden]
+  domestic: [renaissance_furniture, tapestries, classical_vessels, period_books]
+
+heraldic_elements:
+  symbols: [coat_of_arms, family_crest, guild_arms, civic_emblems]
+  supporters: [heraldic_lions, eagles, mythical_creatures, classical_figures]
+  accessories: [banners, ribbons, heraldic_mantling, crowns_and_coronets]
+```
+
+------
+
+### 6) Renaissance Constraints
+
+**Canvas Negatives (≥4 required):**
+
+- "medieval stylization", "byzantine flatness", "symbolic perspective", "non-naturalistic proportions"
+- "modern glass techniques", "industrial production", "contemporary fashion", "anachronistic elements"
+- "primitive painting techniques", "flat decorative style", "hieratic poses", "theological symbolism dominance"
+- "original aspect ratio", "unmodified framing", "non-classical proportions"
+
+**Canvas Positives (≥4 required):**
+
+- "exactly [declared Renaissance ratio]", "silver stain luminosity", "naturalistic flesh modeling"
+- "linear perspective accuracy", "classical proportional harmony", "Renaissance costume accuracy"
+- "detailed vitreous paint work", "atmospheric landscape backgrounds", "humanistic portraiture"
+- "guild workshop authenticity", "clear glass integration", "Renaissance architectural coordination"
+
+**Renaissance Vocabulary Requirements:** Emphasize "naturalistic", "classical", "harmonious", "proportioned", "humanistic" **Period Vocabulary Warnings:** Avoid "stylized", "symbolic", "flat", "medieval", "primitive"
+
+------
+
+### 7) Composition & Renaissance Architecture
+
+**RATIO-SPECIFIC CLASSICAL COMPOSITION:**
+
+**For Portrait Formats (3:4, 2:3, 4:5):** Natural figure proportions with architectural framing, landscape backgrounds, individual characterization emphasis **For Landscape Formats (4:3, 5:3, 16:9):** Classical perspective systems, atmospheric landscape integration, narrative clarity across horizontal format **For Square Formats (1:1):** Centered portrait compositions, heraldic arrangements, donor memorial layouts
+
+**RENAISSANCE COMPOSITION ANCHORS:**
+
+- **Classical Perspective Regime:** Linear perspective with accurate vanishing points, atmospheric distance effects, architectural accuracy
+- **Proportional Grid System:** Renaissance mathematical harmony, golden ratio relationships, classical architectural orders
+- **Figure-Ground Distribution:** Primary figures 50%, architectural/landscape 35%, decorative elements 15%
+- **Atmospheric Management:** Realistic depth through color temperature, detail graduation, atmospheric perspective
+- **Natural Lighting Logic:** Consistent directional light source, realistic shadow casting, chiaroscuro modeling effects
+- **Detail-Space Balance:** Renaissance horror vacui balanced with classical restraint, appropriate viewing distance considerations
+
+**REQUIRED CLASSICAL ANCHORS:**
+
+- **Architectural Context:** Renaissance building integration, classical order coordination, period-accurate structural elements
+- **Classical Frame Mandate:** Renaissance tracery patterns, classical architectural framing, heraldic border integration when appropriate
+- **Guild Production Context:** Workshop collaboration, patron consultation, artistic guild standards
+- **Renaissance Ratio Enforcement:** Composition designed for specific Renaissance architectural opening, proportional harmony maintained
+
+------
+
+### 8) Renaissance Typography & Vernacular Integration
+
+**Renaissance Text Policy:** Latin, vernacular languages, and heraldic mottos when contextually appropriate
+
+**When Authorized:**
+
+- **Classical Ratio-Appropriate Zones:** Text integrated with Renaissance architectural framework, readable at appropriate scale
+- **Renaissance Copy Limits:** ≤6 words per inscription, positioned within classical banderoles or architectural cartouches
+- **Period-Appropriate Typography:** Renaissance humanist scripts, classical Roman capitals, vernacular Gothic forms
+- **Renaissance Font Recommendation:** Based on period manuscript and inscriptional traditions
+  - *Primary: Humanist scripts (Cancelleresca, Roman capitals)*
+  - *Modern equivalent: Classical serif forms*
+  - *Example: "Renaissance text using Trajan/Optima forms (classical inscriptional analog)"*
+
+**Format-Specific Renaissance Text Rules:**
+
+- **Church Window Mode:** Latin liturgical texts, donor inscriptions, heraldic mottos
+- **Civic Window Mode:** Vernacular civic inscriptions, guild mottos, patron dedications
+- **Memorial Mode:** Commemorative inscriptions, dates, heraldic identification
+- **Narrative Mode:** Classical literary quotes, biblical references, humanistic texts
+
+**Classical Accuracy Mandate:** All text must be linguistically and historically appropriate to Renaissance period **Renaissance Typography Integration:** Text rendered using period-appropriate letterforms, integrated with architectural elements
+
+------
+
+## Renaissance Validation Elements
+
+**Naturalistic Accuracy:** All human figures must reflect Renaissance anatomical knowledge and proportional systems **Architectural Integration:** Design must function within Renaissance building aesthetics and classical proportional harmony **Period Authenticity:** All elements must reflect 15th-16th century production methods and artistic innovations **Classical Hierarchy:** Compositional elements must follow Renaissance artistic principles and humanistic ideals **Material Authenticity:** Surface and construction techniques must exhibit authentic Renaissance glass painting characteristics **Humanistic Coherence:** Overall design must serve Renaissance artistic philosophy and classical educational purposes
+
+---
+
diff --git a/styles-source/archive/steampunk_analysis.md b/styles-source/archive/steampunk_analysis.md
new file mode 100644
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+++ b/styles-source/archive/steampunk_analysis.md
@@ -0,0 +1,1329 @@
+# Steampunk - Style Analysis
+
+# Victorian Engraving Portrait Style
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Face-Treatment Flag:** `engrave-hatch` - Steel engraving cross-hatching with precise parallel lines, 0.5-1mm spacing, classical tonal gradation
+- **Pose Flag:** `frontal-rigid` - Formal Victorian portrait positioning, three-quarter view preferred, scholarly dignified stance
+- **Canvas Control Flag:** `strict-reframe` - Recompose entirely for Victorian portrait conventions
+- **Material authenticity:** Authentic steel engraving line work, no digital simulation
+- **Period Production Authenticity:** 1840-1890s steel engraving printing methods with characteristic engraving precision
+- **Quantifiers authoritative:** Line spacing, cross-hatch density, tonal range measurements are targets
+- **Text policy:** Only render if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures
+- **Composition boundaries:** No frames outside canvas; no artificial borders or credits
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (portrait format) - ignore source image dimensions completely
+- Redraw subject entirely from scratch in **Victorian steel engraving style (1840s-1890s)** for **museum-quality technical illustration reproduction**
+- Preserve likeness through **meticulous cross-hatched line work** and classical idealization typical of 19th-century scientific documentation
+- **IP Safeguard Declaration:** Create original Victorian-era inspired character design avoiding copyrighted costume elements or modern steampunk fantasy without historical precedent
+- **Face-Treatment Flag:** `engrave-hatch`
+- **Pose Flag:** `frontal-rigid`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Technical precision and scholarly documentation aesthetic supersedes photographic likeness
+- **Mode Selector:** Technical illustration / Scientific documentation portrait
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (classical Victorian portrait print format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely for Victorian portrait conventions
+- **Spatial Allocation:** Subject centered with 15-20% headroom, classical portrait framing
+- **Background Treatment:** Extend period-appropriate Victorian workshop/laboratory setting or neutral technical illustration background
+- **Format Justification:** 2:3 ratio matches standard Victorian book illustration and scientific plate dimensions (1840-1890)
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Artistic Style:** Victorian steel engraving technical illustration capturing scholarly precision and industrial-age documentation aesthetic (1840s-1890s)
+
+**Medium/Production Method:** Steel engraving on paper - burin-incised copper plates with precise cross-hatching, parallel line technique, classical intaglio printing process
+
+**Thematic Purpose:** Scientific documentation and scholarly illustration for educated Victorian audiences; technical mastery demonstration
+
+**Hallmark Motifs:**
+
+- Cross-hatched tonal gradation with 0.5-1mm line spacing
+- Precise mechanical detail rendering (gears, instruments measured to 2-3mm accuracy)
+- Classical proportion idealization (Victorian dignity standards)
+- Technical apparatus integration (scientific instruments, precision tools)
+- Scholarly environmental context (laboratories, workshops)
+
+**Period Framing:** Peak steel engraving period (1840-1890), British and European technical illustration tradition
+
+**Tone Tag:** Dignified scholarly precision, Victorian technical mastery, refined documentation aesthetic
+
+**Production Era Authenticity:** Steel plate engraving with burin tools, copper plate preparation, traditional intaglio printing on cotton rag paper
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Work Specifications:**
+
+- Cross-hatching at 45-90° angles, 0.5-1mm spacing between parallel lines
+- Burin tool marks visible, tapering line ends characteristic of steel engraving
+- Minimum 3-layer cross-hatch for mid-tones, 5+ layers for deepest shadows
+- Directional hatching follows anatomical forms (curved lines for facial contours)
+
+**Tonal Range Measurements:**
+
+- 8-12 distinct tonal values through line density variation
+- Highlight preservation (pure white paper) 10-15% of composition
+- Deep blacks (maximum cross-hatch density) 5-10% of composition
+- Mid-tone gradation occupies 75-80% with precise line control
+
+**Surface Depth:**
+
+- Ink sits on paper surface, no impasto
+- Plate impression visible as embossed border (optional, 2-3mm depth)
+
+**Detail Hierarchy:**
+
+- Facial features: maximum precision (individual eyelash lines visible)
+- Costume elements: medium detail (fabric weave suggested through hatching patterns)
+- Background: simplified linear treatment (30% detail reduction from foreground)
+
+**Edge Treatment:**
+
+- Clean, precise line terminations
+- No feathered or soft edges - all transitions through line density
+
+**Pose Anchors:**
+
+- Head tilt: 5-15° maximum deviation from vertical
+- Shoulder angle: subtle contrapposto, 10-20° rotation acceptable
+- Weight distribution: formal standing 50/50 or seated upright
+- Hand positions: scholarly gestures - holding instruments, demonstrative poses
+
+**Scale Hierarchy:** Classical proportions unless Victorian idealization requires subtle refinement
+
+**Material Authenticity:** Pure steel engraving technique - no wash effects, no tone plates, line work only
+
+**Period Consistency:** All elements match 1840-1890 technical illustration standards
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Adult Masculine:**
+
+- Primary: Victorian formal frock coat (black/dark grey), high collar white shirt, cravat/bow tie
+- Secondary: Scientific expedition clothing - leather apron over vest, rolled sleeves
+- Tertiary: Technical workwear - heavy wool jacket, brass-buttoned vest
+
+**Adult Feminine:**
+
+- Primary: Victorian high-necked dress with mutton sleeves, corseted bodice
+- Secondary: Modified expedition dress - practical skirt, leather accessories
+- Tertiary: Technical workshop attire - protective apron, simplified dress
+
+**Fabric Behavior:**
+
+- Heavy wools render through dense cross-hatching
+- Leather shows parallel line highlights
+- Brass/metal elements: precise geometric hatching
+
+**Accessory Cap:** Elaborate (3-4 items)
+
+- Pocket watch on chain (technical detail essential)
+- Brass instruments (compass, measuring tools)
+- Technical goggles (leather/brass construction)
+- Mechanical tools (precision rendered)
+
+**Color Palette:** Monochromatic - pure line work only, no tinting
+
+**Wardrobe Variation:** Cycle through Victorian formal, expedition, and technical workshop attire
+
+**Props (≤2):**
+
+```yaml
+victorian_technical_hero:
+  - brass_compass: "6cm diameter, precision engraved details"
+  - pocket_chronometer: "ornate case, visible mechanism"
+  - scientific_journal: "leather bound, technical diagrams"
+  - precision_caliper: "brass construction, measurement marks"
+  
+victorian_technical_micro:
+  - monocle: "wire frame, chain attached"
+  - technical_pen: "brass nib visible"
+  - small_gears: "2-3cm, precise teeth rendering"
+```
+
+**Coherence Filter:** All elements authentic to 1840-1890 scientific/technical professions
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "digital effects", "photographic rendering", "smooth gradients"
+- "modern steampunk fantasy", "anachronistic elements", "contemporary design"
+- "soft edges", "blurred lines", "wash effects", "tonal plates"
+
+**✅ Canvas Positives:**
+
+- "exactly 2:3 ratio", "recomposed for Victorian portrait print"
+- "pure steel engraving line work", "burin tool marks visible"
+- "precise cross-hatching 0.5-1mm spacing", "classical tonal gradation"
+- "1840-1890 technical illustration authenticity", "scholarly precision"
+
+**Vocabulary Warnings:** Avoid "ornate" (triggers unwanted decorative frames); avoid "smooth," "soft," "blended" (incompatible with engraving technique)
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**PORTRAIT RATIO COMPOSITION (2:3):**
+
+- Vertical emphasis with subject dominance ≥75%
+- Classical portrait framing - head and shoulders or three-quarter length
+- Hierarchical staging - subject foreground, instruments mid-ground, setting background
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Classical single-point or two-point perspective
+- **Grid/Symmetry:** Subtle symmetry in formal poses, technical precision in instrument rendering
+- **Figure:Ground:** 70% subject, 30% environment/negative space
+- **Density:** 60% coverage - precise line work with breathing room
+- **Lighting Logic:** Single directed light source (studio lighting convention), cast shadows rendered through cross-hatching
+- **Detail:Negative Space:** 65% detailed rendering, 35% clean paper preservation
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Victorian book illustration page or technical plate
+- **Frame/Band:** OMIT - no decorative borders (clean edge bleed)
+- **Production Context:** Cotton rag paper substrate, steel plate engraving, traditional intaglio printing
+- **Ratio Enforcement:** Composition specifically designed for 2:3 Victorian portrait format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow (optional Victorian technical labels)
+
+**If Typography Included:**
+
+**Ratio-Appropriate Zones:**
+
+- Top margin: potential title placement (5% of height)
+- Bottom margin: caption/description zone (10% of height)
+- Side margins: measurement annotations possible
+
+**Copy Limits:**
+
+- ≤6 words per line
+- Maximum 3 lines of text
+- Technical labels: Latin nomenclature preferred
+
+**Period-Appropriate Typography:**
+
+- Classical Victorian serif letterforms
+- Engraved letter quality (same line technique as illustration)
+- **Font Recommendation:** "Closest Google Font: EB Garamond (85% match to Victorian book fonts). Better: Monotype Italian Old Style or Caslon"
+
+**Format-Specific Rules:**
+
+- Technical plate mode: labels integrated with illustration
+- Scientific documentation: precise measurement annotations
+- Museum print mode: minimal text, focus on image
+
+**Historical Accuracy:** Typography must match 1840-1890 engraving standards
+
+**Production Method Integration:** Text engraved using same cross-hatch technique, no separate type printing
+
+---
+
+# Imaginative Digital Painting Portrait Style
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression enhanced with fantastical elements
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Face-Treatment Flag:** `digital-painted` - Contemporary digital painting with painterly brushwork, fantastical lighting effects, brass/copper atmospheric glow
+- **Pose Flag:** `power-stance` - Dynamic heroic positioning with fantastical machinery interaction
+- **Canvas Control Flag:** `strict-reframe` - Recompose for adventure poster aesthetics
+- **Material authenticity:** Digital painting techniques authentic to 2000s-2020s steampunk art movement
+- **Period Production Authenticity:** Contemporary digital art methods - Photoshop/Procreate brush engines, layer blending modes, digital lighting effects
+- **Quantifiers authoritative:** Brush size percentages, color temperature values, atmospheric effect measurements are targets
+- **Text policy:** Only render if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; no copyrighted steampunk franchises; original neo-Victorian character design
+- **Composition boundaries:** No frames outside canvas; no artificial borders or credits
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (poster format) - ignore source image dimensions completely
+- Redraw subject entirely from scratch in **contemporary steampunk digital painting style (2000s-2020s)** for **fantasy art poster reproduction**
+- Preserve likeness through **fantastical technological integration** and neo-Victorian aesthetic enhancement with heroic proportions
+- **IP Safeguard Declaration:** Create original steampunk character design avoiding copyrighted elements from existing franchises (no recognizable airship designs, no trademarked mechanical styles, no specific literary character elements). Design unique fantastical technology and original neo-Victorian costume elements
+- **Face-Treatment Flag:** `digital-painted`
+- **Pose Flag:** `power-stance`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Fantastical adventure aesthetic and imaginative technology supersedes photographic realism
+- **Mode Selector:** Fantasy art poster / Character concept art
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (adventure poster / concept art format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely for dynamic heroic framing
+- **Spatial Allocation:** Subject positioned for action - off-center dynamic placement with 10-20% headroom
+- **Background Treatment:** Extend fantastical steampunk environment - Victorian architecture with impossible machines, brass cityscape, steam-filled atmosphere
+- **Format Justification:** 2:3 ratio optimal for character-focused fantasy poster and modern digital art presentation (2000-2025)
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Artistic Style:** Contemporary steampunk digital painting capturing fantastical technology and neo-Victorian romance of modern steampunk culture (2000s-2020s)
+
+**Medium/Production Method:** Digital painting created with pressure-sensitive stylus on graphics tablet - Photoshop/Procreate/Clip Studio Paint with custom steampunk brush libraries, layer blend modes for atmospheric effects, digital color dodge/burn for brass highlights
+
+**Thematic Purpose:** Fantasy adventure art celebrating alternative history technology and neo-Victorian aesthetic for contemporary fantasy art audiences
+
+**Hallmark Motifs:**
+
+- Rich brass and copper atmospheric glow (color temperature 3000-3500K)
+- Fantastical mechanical integration (30-40% of costume/composition includes imaginative technology)
+- Neo-Victorian costume with impossible additions (mechanical limbs, steam-powered accessories)
+- Dynamic action poses with machinery interaction
+- Atmospheric steam effects and magical lighting (bloom intensity 20-30%)
+
+**Period Framing:** Contemporary digital art movement (2000-present), influenced by artists like Kazuhiko Nakamura and Brian Kesinger
+
+**Tone Tag:** Adventurously fantastical, technologically optimistic, heroically romantic, imaginatively dramatic
+
+**Production Era Authenticity:** Digital painting workflow - sketch layer, color blocking, detail rendering, atmospheric effects layers, color grading, final polish with digital brushes mimicking oil painting texture
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Digital Painting Specifications:**
+
+- **Brush work:** Variable pressure sensitivity, 15-40% opacity oil paint brushes, visible brush strokes 3-8mm equivalent scale
+- **Blending method:** Color dodge for brass highlights, multiply layers for shadow depth, overlay for atmospheric steam
+- **Edge treatment:** Soft edges for atmospheric elements (30% hardness), crisp edges for mechanical details (85-95% hardness)
+- **Stroke economy:** 60-80% coverage with intentional negative space, directional strokes following form
+
+**Color Temperature Measurements:**
+
+- Warm highlights: 3000-3500K (brass, copper, golden steam)
+- Cool shadows: 5500-6500K (blue atmospheric depth)
+- Midtone balance: 4000-4500K
+
+**Lighting Specifications:**
+
+- Primary light: Warm directional (brass/copper source), 70% intensity
+- Rim light: Cool atmospheric, 40% intensity, creates separation from background
+- Fill light: Ambient steam glow, 25% intensity
+- Specular highlights: Sharp brass reflections, 95-100% white value
+
+**Atmospheric Effect Measurements:**
+
+- Steam particle density: 20-30% opacity, variable size 2-15mm
+- Volumetric lighting: 15-25% opacity light rays, directional from mechanical sources
+- Depth fog: Exponential fade starting at 60% background depth
+
+**Pose Anchors:**
+
+- Head tilt: Dynamic 20-35° angles for heroic energy
+- Shoulder-hip differential: 25-45° rotation for action poses
+- Weight distribution: 70/30 asymmetric for dynamic stance
+- Hand positions: Interaction with fantastical machinery, weapon grips, mechanical control gestures
+
+**Scale Hierarchy:** Heroic proportions - subtle idealization (105-110% normal proportions), emphasize power and adventure capability
+
+**Material Authenticity:** Authentic digital painting techniques - no photo overlays, hand-painted texture rendering, brush-based atmospheric effects
+
+**Period Consistency:** All elements reflect 2000s-2020s digital fantasy art standards with steampunk aesthetic integration
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Adult Masculine:**
+
+- Primary: Neo-Victorian coat with brass mechanical augments, leather harness with gear accessories, modified waistcoat with impossible pockets
+- Secondary: Adventurer's outfit - practical leather jacket with steam vents, brass-buttoned shirt, mechanical arm attachments
+- Tertiary: Engineer's gear - protective leather apron with built-in tools, brass goggles with multiple lenses
+
+**Adult Feminine:**
+
+- Primary: Modified Victorian dress with mechanical bustle, brass corset with functional gears, leather accessories with steam power
+- Secondary: Adventurer's ensemble - practical split skirt with gear trim, modified bodice with mechanical elements, brass jewelry
+- Tertiary: Engineer's attire - streamlined dress with tool integration, protective leather elements, functional mechanical accessories
+
+**Fabric Behavior:**
+
+- Heavy leather: Matte texture with brass stud highlights, crease shadows 40% darker
+- Brass/copper: Specular highlights 95% value, oxidation patina in shadows
+- Steam-resistant fabrics: Slight sheen, warm color shifts near steam sources
+
+**Accessory Cap:** Elaborate (3-4 items) - fantastical integration essential
+
+- Brass goggles with impossible lens arrays (multiple magnification elements)
+- Mechanical limb enhancements (gear-driven joints, steam-powered mechanisms)
+- Technical weapons (brass ray guns, gear-blade combinations, impossible devices)
+- Neo-Victorian jewelry with functional elements (gear-work necklaces, compass rings)
+
+**Color Palette:**
+
+- Dominant: Brass (#B8860B), Copper (#B87333), Bronze (#CD7F32)
+- Accent: Deep burgundy (#800020), Forest green (#228B22), Midnight blue (#191970)
+- Atmospheric: Golden steam (#FFD700 at 30% opacity), Blue shadows (#4682B4 at 40%)
+
+**Wardrobe Variation:** Cycle through adventurer, engineer, and aristocrat neo-Victorian variants with different mechanical augmentations
+
+**Props (≤2):**
+
+```yaml
+steampunk_fantasy_hero:
+  - impossible_weapon: "brass ray-gun with visible gear mechanism, steam exhaust ports, 25cm length"
+  - mechanical_device: "handheld control panel with moving gears, glowing indicators, 15cm diameter"
+  - fantastical_tool: "multi-function brass instrument, impossible mechanical complexity"
+  
+steampunk_fantasy_micro:
+  - gear_pendant: "working mechanism visible, 5cm diameter, brass construction"
+  - steam_vial: "glowing liquid, brass cap, 8cm length"
+  - mechanical_compass: "multiple needles, impossible readings, ornate brass case"
+```
+
+**Coherence Filter:** All elements support fantastical steampunk adventure aesthetic; no purely historical accuracy required - imagination encouraged
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "photorealistic", "documentary photography", "historical accuracy without fantasy"
+- "modern technology without Victorian aesthetic", "digital photography effects", "Instagram filters"
+- "flat lighting", "minimal detail", "realistic proportions only"
+- "copyrighted steampunk franchises", "recognizable character elements", "trademarked designs"
+
+**✅ Canvas Positives:**
+
+- "exactly 2:3 ratio", "recomposed for adventure poster format"
+- "digital painted fantastical integration", "painterly brush strokes visible"
+- "brass atmospheric glow 3000-3500K", "heroic proportions 105-110%"
+- "imaginative mechanical elements 30-40% integration", "neo-Victorian adventure aesthetic"
+- "original steampunk character design", "unique fantastical technology"
+
+**Vocabulary Warnings:** Avoid "realistic," "historically accurate," "documentary" (incompatible with fantastical enhancement); avoid "copyrighted characters," "franchise elements" (IP violation risk)
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**PORTRAIT RATIO COMPOSITION (2:3):**
+
+- Vertical emphasis with subject dominance ≥70%
+- Dynamic action framing - subject positioned for movement and energy
+- Heroic staging - subject elevated or empowered position
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Dramatic low angle or dynamic three-quarter view for heroic impact
+- **Figure:Ground:** 65% subject with mechanical elements, 35% fantastical environment
+- **Density:** 75% coverage - rich detail with atmospheric breathing room
+- **Lighting Logic:** Multi-source fantastical lighting - brass glow, steam illumination, magical energy sources
+- **Detail:Negative Space:** 70% detailed rendering, 30% atmospheric fade areas
+
+**Environmental Elements:**
+
+- Fantastical Victorian architecture (impossible clockwork buildings, brass spires)
+- Imaginative machinery (floating gear platforms, steam-powered impossible devices)
+- Alternative history atmosphere (airships in distance, mechanical cities, brass sky)
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Digital art canvas optimized for screen display and poster printing
+- **Frame/Band:** OMIT - no decorative borders (modern fantasy art convention)
+- **Production Context:** Digital painting workflow with layer-based rendering, suitable for gallery print or digital portfolio
+- **Ratio Enforcement:** Composition specifically designed for 2:3 adventure poster format with dynamic subject placement
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow (optional for poster variant)
+
+**If Typography Included:**
+
+**Ratio-Appropriate Zones:**
+
+- Top 15%: Title/character name placement potential
+- Bottom 20%: Subtitle/tagline zone
+- Integrated with composition: Technical labels for mechanical elements
+
+**Copy Limits:**
+
+- ≤6 words per line
+- Character name: 1-3 words maximum
+- Tagline: ≤7 words
+- No extensive body copy
+
+**Period-Appropriate Typography:**
+
+- Neo-Victorian decorative fonts with steampunk flair
+- Integration with brass/copper color scheme
+- **Font Recommendation:** "Closest Google Font: Cinzel (neo-Victorian serif, 90% match). Alternative: Playfair Display. Better: Custom steampunk display fonts like Gaslight or Airship"
+
+**Format-Specific Rules:**
+
+- Character poster mode: Name prominent, heroic presentation
+- Concept art mode: Technical annotations, mechanical labels
+- Gallery print mode: Minimal or no text, pure visual focus
+
+**Historical Accuracy:** Typography reflects contemporary steampunk aesthetic (2000s-2020s), not historical Victorian
+
+**Production Method Integration:** Digital typography with brass texture overlay, gear ornamental elements, steam effect integration
+
+---
+
+# Gothic Ink Wash Portrait Style (Steampunk Dark Romanticism)
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via atmospheric rendering with Gothic mood enhancement
+- **Technical Measurement Authority:** Quantitative specifications for wash density, contrast ratios, shadow percentages override descriptive language
+- **Face-Treatment Flag:** `brush-wash` - Controlled ink wash with selective detail preservation in facial features, atmospheric blending in shadows, dramatic chiaroscuro effects
+- **Pose Flag:** `psychological-tension` - Dramatic Gothic positioning with mysterious industrial interaction
+- **Canvas Control Flag:** `adaptive-extend` - Creative extension using atmospheric ink wash techniques
+- **Material authenticity:** Authentic ink wash on paper with water-based blending, no digital effects
+- **Period Production Authenticity:** Gothic Revival era (1840-1910) ink wash illustration methods with romantic atmosphere
+- **Quantifiers authoritative:** Wash opacity percentages, contrast measurements, shadow depth specifications are targets
+- **Text policy:** Only render if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; original Gothic steampunk interpretation
+- **Composition boundaries:** No frames outside canvas; atmospheric edges part of composition
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (Gothic portrait format) - ignore source image dimensions completely
+- Redraw subject entirely from scratch in **Gothic steampunk ink wash style (1840s-1910s Gothic Revival)** for **atmospheric dark romantic portrait reproduction**
+- Preserve likeness through **dramatic chiaroscuro** with facial features maintained through selective detail preservation, atmospheric mood dominates overall composition
+- **IP Safeguard Declaration:** Create original Gothic steampunk character with dark Victorian romantic aesthetic. Include mysterious industrial elements, Gothic costume details, and atmospheric mechanical props. No copyrighted Gothic literature characters or modern horror elements
+- **Face-Treatment Flag:** `brush-wash`
+- **Pose Flag:** `psychological-tension`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Style Dominance:** Gothic atmospheric mystery and dramatic shadow play supersede photographic clarity while preserving essential facial likeness
+- **Mode Selector:** Gothic romantic illustration / Dark Victorian art print
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `3:4` (Gothic portrait / dark romantic illustration format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with atmospheric ink wash elements
+- **Spatial Allocation:** Subject positioned with 15-25% headroom, dramatic off-center placement for Gothic tension
+- **Background Treatment:** Extend using atmospheric ink washes, mysterious industrial shadows, Gothic architectural elements fading into darkness
+- **Format Justification:** 3:4 ratio optimal for Victorian Gothic illustration and dark romantic portraiture (1840-1910)
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Artistic Style:** Gothic steampunk ink wash capturing atmospheric mystery and industrial Gothic darkness of Victorian dark romanticism (1840s-1910s) with selective detail preservation
+
+**Medium/Production Method:**
+
+- Water-based ink wash on heavyweight paper
+- Brush application with controlled blending
+- Selective detail rendering in facial features
+- Atmospheric wash gradation in backgrounds
+- Dramatic shadow pooling with ink concentration
+- Sepia or black ink with water dilution 10-90% opacity
+
+**Thematic Purpose:** Gothic romantic illustration emphasizing industrial mystery, dark Victorian atmosphere, and steampunk melancholy for collectors of atmospheric dark art
+
+**Hallmark Motifs:**
+
+- Dramatic chiaroscuro with 70-80% shadow coverage
+- Selective facial detail preservation (eyes, key features rendered with 60-80% detail retention)
+- Atmospheric ink wash backgrounds (20-40% opacity gradations)
+- Gothic industrial elements emerging from shadows
+- Mysterious mechanical apparatus suggestion (40-60% visibility)
+
+**Period Framing:** Gothic Revival industrial period (1840-1910), influenced by Romantic movement darkness and Victorian Gothic literature
+
+**Tone Tag:** Mysteriously atmospheric, dramatically shadowed, romantically dark, industrially Gothic, hauntingly beautiful
+
+**Production Era Authenticity:** Traditional ink wash techniques - brush-loaded application, water dilution control, paper absorption effects, atmospheric blending
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Ink Wash Specifications:**
+
+- **Facial rendering:** 60-80% detail preservation through controlled wash density, features emerge from atmospheric darkness
+- **Shadow areas:** 70-90% opacity ink wash, dramatic pooling in non-essential areas
+- **Highlight preservation:** 10-20% of composition remains pure white paper
+- **Mid-tone gradation:** 8-12 distinct tonal values through dilution control
+
+**Brush Application Measurements:**
+
+- **Detail brush:** 2-4mm width for facial features, precise line control
+- **Wash brush:** 15-30mm width for atmospheric effects, fluid blending
+- **Dry brush technique:** 40-60% coverage for textural industrial elements
+- **Wet-on-wet blending:** Atmospheric transitions with 30-50% edge softness
+
+**Chiaroscuro Specifications:**
+
+- **Light source:** Single dramatic directional light, 80% intensity
+- **Shadow depth:** Deep blacks 90-100% ink concentration
+- **Atmospheric haze:** 20-40% opacity wash creating Gothic mood
+- **Contrast ratio:** 1:8 minimum (highlights to shadows)
+
+**Detail Hierarchy:**
+
+- **Facial features:** Maximum preservation - eyes, nose, mouth rendered with selective precision
+- **Costume elements:** 50-70% visibility through atmospheric wash
+- **Industrial props:** 40-60% suggestion emerging from shadows
+- **Background:** 20-40% atmospheric indication, mysterious depth
+
+**Pose Anchors:**
+
+- **Head tilt:** Dramatic 20-35° angles for Gothic tension
+- **Shoulder rotation:** 25-45° off-axis for mysterious positioning
+- **Weight distribution:** Asymmetric 70/30 creating psychological unease
+- **Hand positions:** Dramatic gestures interacting with shadow play, mysterious object manipulation
+
+**Scale Hierarchy:** Subtle elongation acceptable (105-115% vertical extension) for Gothic atmosphere
+
+**Material Authenticity:**
+
+- Genuine ink wash on paper, water-based blending
+- No digital gradients or airbrush effects
+- Authentic brush texture and water bloom patterns
+
+**Period Consistency:** All elements reflect 1840-1910 Gothic Revival illustration techniques with steampunk industrial integration
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Adult Masculine:**
+
+- Primary: Gothic Victorian coat with brass industrial fastenings, high collar with mysterious accessories, dark dramatic layers
+- Secondary: Industrial mourning attire - black leather with brass details, protective work clothing with Gothic elements
+- Tertiary: Mysterious engineer costume - dark workshop attire with occult-looking technical apparatus
+
+**Adult Feminine:**
+
+- Primary: Gothic Victorian dress with industrial corsetry, dramatic high neck with brass choker, flowing dark fabrics
+- Secondary: Widow's attire with mechanical modifications - black dress with brass mourning jewelry, industrial veil elements
+- Tertiary: Dark laboratory costume - Victorian dress with mysterious technical accessories, occult scientific elements
+
+**Fabric Rendering Through Ink Wash:**
+
+- **Heavy fabrics:** Dense 70-90% opacity wash with selective highlights
+- **Lace/delicate elements:** 30-50% opacity with atmospheric blending
+- **Leather:** Deep blacks 85-95% with sharp highlight edges
+- **Brass/metal:** Reserved highlights (pure white) against dark backgrounds
+
+**Accessory Cap:** Elaborate (3-4 items) - Gothic steampunk integration
+
+- Gothic jewelry with industrial elements (brass crucifix with gears, mourning lockets with mechanical interior)
+- Mysterious technical apparatus (occult-looking scientific instruments, dark brass devices)
+- Victorian mourning accessories with steampunk modification (black lace with brass elements)
+- Industrial Gothic adornments (gear brooches, mysterious mechanical pendants)
+
+**Color Palette:**
+
+- **Primary ink:** Black or sepia (rich brown)
+- **Wash dilution:** 10-90% opacity range
+- **Highlight areas:** Pure white paper (10-15% of composition)
+- **Shadow pools:** 90-100% ink concentration (60-70% of composition)
+
+**Wardrobe Variation:** Cycle through Gothic mourning, mysterious engineer, and dark romantic attire with industrial Victorian elements
+
+**Props (≤2):**
+
+```yaml
+gothic_steampunk_hero:
+  - mysterious_apparatus: "occult-looking scientific device, brass with dark patina, partially shadowed 40-60% visibility"
+  - gothic_instrument: "Victorian medical/scientific tool with sinister appearance, 50-70% illumination"
+  - industrial_artifact: "mysterious mechanical object emerging from shadows, dramatic lighting"
+
+gothic_steampunk_micro:
+  - brass_key: "ornate Victorian key with mysterious purpose, high contrast rendering"
+  - dark_vial: "scientific vessel with unknown contents, atmospheric lighting"
+  - occult_gear: "mechanical component with mysterious markings, selective detail"
+```
+
+**Coherence Filter:** All elements support Gothic industrial mystery aesthetic with dramatic atmospheric rendering
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "bright cheerful lighting", "high-key illumination", "even exposure"
+- "photographic clarity", "digital gradients", "airbrush effects"
+- "complete facial detail without atmosphere", "lacking shadow mystery", "conventional portrait lighting"
+- "modern horror elements", "copyrighted Gothic characters", "generic darkness"
+
+**✅ Canvas Positives:**
+
+- "exactly 3:4 ratio", "recomposed for Gothic portrait format"
+- "dramatic chiaroscuro 70-80% shadow coverage", "selective facial detail preservation 60-80%"
+- "authentic ink wash 10-90% opacity range", "atmospheric blending with paper texture"
+- "1840-1910 Gothic Revival authenticity", "Victorian industrial mystery integration"
+- "brush-loaded atmospheric effects", "water bloom patterns", "controlled wash gradation"
+
+**Vocabulary Warnings:** Avoid "bright," "cheerful," "clear" (incompatible with Gothic atmosphere); avoid "generic horror," "modern darkness" (not period Gothic aesthetic)
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**PORTRAIT RATIO COMPOSITION (3:4):**
+
+- Vertical emphasis with subject dominance ≥65%
+- Dramatic off-center positioning for Gothic psychological tension
+- Mysterious staging with atmospheric shadow integration
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Dramatic angles creating psychological unease
+- **Figure:Ground:** 65% subject emerging from shadows, 35% atmospheric darkness
+- **Density:** 75% coverage - heavy shadows with strategic light preservation
+- **Lighting Logic:** Single dramatic source from side/above, creating deep cast shadows and Gothic mood
+- **Detail:Negative Space:** 40% selective detail (facial features, key costume elements), 60% atmospheric wash and shadow mystery
+
+**Environmental Elements:**
+
+- Gothic industrial architecture (shadowy Victorian machinery, mysterious mechanical environments)
+- Atmospheric smoke/steam effects (20-30% opacity wash)
+- Dark romantic settings (abandoned workshops, mysterious laboratories, Gothic industrial spaces)
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Heavyweight watercolor or illustration paper with absorbent quality for ink wash
+- **Frame/Band:** OMIT - no decorative borders (atmospheric edges fade naturally)
+- **Production Context:** Traditional ink wash on paper, brush application, water-based blending technique
+- **Ratio Enforcement:** Composition specifically designed for 3:4 Gothic portrait format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow (optional Gothic labeling)
+
+**If Typography Included:**
+
+**Ratio-Appropriate Zones:**
+
+- Integrated with atmospheric shadows
+- Typography emerges from darkness like subject
+- No rigid placement zones
+
+**Copy Limits:**
+
+- ≤6 words total if included
+- Single dramatic phrase or title
+- Gothic romantic language
+
+**Period-Appropriate Typography:**
+
+- Gothic Revival decorative fonts
+- Hand-lettered atmospheric integration
+- **Font Recommendation:** "Closest Google Fonts: Cinzel Decorative for Gothic capitals, UnifrakturMaguntia for blackletter drama, MedievalSharp for industrial Gothic. Better: Custom Gothic Revival display fonts with Victorian industrial elements"
+
+**Format-Specific Rules:**
+
+- Gallery art mode: Minimal text, atmospheric focus
+- Gothic illustration mode: Dramatic title integration with ink wash
+- Museum print: Omit text entirely
+
+**Historical Accuracy:** Typography reflects 1840-1910 Gothic Revival aesthetic with industrial Victorian integration
+
+**Production Method Integration:** Text rendered through ink wash technique, integrated with atmospheric shadow effects, hand-lettered quality
+
+---
+
+# Physical Mixed Media Assemblage Portrait Style
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via photographic base integration with physical materials
+- **Technical Measurement Authority:** Material thickness measurements, shadow depth specifications, adhesive edge visibility override descriptive language
+- **Face-Treatment Flag:** `photo-illustration-collage` - Photographic portrait base with physical material assemblage overlay, maintaining facial recognition through dimensional layering
+- **Pose Flag:** `gestural-fluid` - Natural photographic pose adapted to assemblage environment
+- **Canvas Control Flag:** `adaptive-extend` - Creative extension using physical material techniques
+- **Media Hybrid Flag:** `photo-illustration-collage` - Mandatory integration of photographic and physical elements
+- **Material authenticity:** Genuine physical assemblage with real dimensional materials, authentic aging, patina, and wear
+- **Period Production Authenticity:** Contemporary assemblage/collage art techniques (1960s-present) with visible construction process
+- **Quantifiers authoritative:** Shadow depth measurements, material thickness, adhesive visibility specifications are targets
+- **Text policy:** Only render if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; original assemblage using non-copyrighted materials
+- **Composition boundaries:** No frames outside canvas; dimensional edges natural to assemblage process
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **4:5 ratio** (contemporary art print format) - ignore source image dimensions completely
+- Redraw subject entirely from scratch in **physical mixed media assemblage style (1960s-present)** for **contemporary collage art reproduction**
+- Preserve likeness through **photographic portrait base** with authentic physical steampunk materials assembled on top - functional mechanical components, Victorian industrial apparatus, scientific instruments with real dimensional depth integrated into costume/environment
+- **IP Safeguard Declaration:** Create original physical assemblage artwork using photographically-based steampunk portrait. Subject must wear authentic Victorian industrial costume (brass goggles, mechanical accessories, technical apparatus integrated into clothing). Use original photographic portrait as base with functional steampunk materials showing purpose and mechanical context
+- **Face-Treatment Flag:** `photo-illustration-collage`
+- **Pose Flag:** `gestural-fluid`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Media Hybrid Flag:** `photo-illustration-collage`
+- **Style Dominance:** Functional steampunk integration and authentic material properties supersede decorative elements
+- **Mode Selector:** Contemporary steampunk assemblage art / Industrial portrait collage
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `4:5` (modern assemblage art format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with physical material assemblage
+- **Spatial Allocation:** Photographic portrait centered with 10-15% margin, steampunk materials integrated into portrait composition rather than peripheral decoration
+- **Background Treatment:** Extend using aged technical papers, patent diagrams, scientific documents as substrate rather than decorative backdrop
+- **Format Justification:** 4:5 ratio optimal for contemporary steampunk assemblage art presentation and gallery display (1960s-2025)
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Artistic Style:** Physical mixed media assemblage combining photographic steampunk portrait base with functional mechanical components and Victorian industrial apparatus, capturing tactile construction process of contemporary collage art with emphasis on purposeful steampunk integration (1960s-present)
+
+**Medium/Production Method:**
+
+- **Steampunk photographic base:** Portrait showing subject wearing Victorian industrial costume (brass goggles, mechanical corsetry, technical apparatus)
+- **Functional mechanical integration:** Gears connected as working systems, steam gauges with visible connections, pressure valves with piping
+- **Industrial apparatus:** Scientific instruments, measuring devices, technical tools showing purpose and context
+- **Dimensional assembly:** 3-5mm material thickness creating authentic shadows and mechanical depth
+- **Technical documentation:** Victorian patent papers, engineering diagrams, scientific manuscripts as substrate
+- **Environmental context:** Workshop/laboratory atmosphere suggested through technical ephemera
+
+**Thematic Purpose:** Contemporary assemblage art exploring steampunk themes through physical material combination and dimensional construction for gallery exhibition and collector acquisition
+
+**Hallmark Motifs:**
+
+- Steampunk portrait base (60-70% of composition) showing subject in Victorian industrial costume with brass goggles, mechanical corsetry, technical apparatus
+- Functional mechanical systems (8-15 connected components) - gears with visible drive trains, steam gauges with piping, pressure systems
+- Industrial apparatus integration - scientific instruments, measuring devices, technical tools showing purpose and mechanical context
+- Victorian technical documentation (patent diagrams, engineering drawings, scientific manuscripts) as authentic substrate
+- Mixed material textures creating workshop/laboratory atmosphere with functional steampunk integration
+
+**Period Framing:** Contemporary assemblage art movement (1960s-present), influenced by Robert Rauschenberg, Joseph Cornell, and steampunk maker culture
+
+**Tone Tag:** Physically constructed, authentically aged, dimensionally layered, industrially romantic, tactilely engaging
+
+**Production Era Authenticity:**
+
+- Contemporary assemblage studio methods
+- Hand-collection and curation of materials
+- Physical construction with adhesives and mounting techniques
+- Patina development through authentic aging processes
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Photographic Base Specifications:**
+
+- **Portrait foundation:** 60-70% of composition, clear facial features visible
+- **Photographic quality:** Slight vintage treatment, may show age or processing artifacts
+- **Integration method:** Physical mounting on substrate, visible edges 1-2mm thickness
+
+**Physical Material Specifications:**
+
+- **Metal components:** 8-15 brass/copper gears, 10-25mm diameter, authentic patina and oxidation
+- **Paper elements:** Aged vintage papers, 0.2-0.5mm thickness, authentic yellowing and foxing
+- **Fabric integration:** Leather, lace, or period textiles with realistic fiber texture
+- **Dimensional depth:** 3-8mm material thickness creating authentic cast shadows
+
+**Construction Technique Markers:**
+
+- **Adhesive visibility:** Glue edges, tape residue, mounting evidence 15-25% of edges
+- **Shadow casting:** Authentic directional shadows 2-4mm depth from dimensional elements
+- **Material boundaries:** Sharp edges where materials meet, no seamless blending
+- **Surface irregularity:** Bumps, wrinkles, raised areas from physical assembly
+
+**Aging and Patina Specifications:**
+
+- **Metal oxidation:** Green/blue-green copper patina, 20-40% coverage
+- **Paper aging:** Brown/yellow foxing, edge wear, authentic vintage discoloration
+- **Adhesive aging:** Yellowed tape, glue discoloration, mounting stains
+- **Surface wear:** Scratches, dents, handling marks from actual use
+
+**Lighting Integration:**
+
+- **Multiple sources:** Different lighting from various photographic/material origins
+- **Inconsistent shadows:** Directional conflicts from assembled disparate elements
+- **Surface reflection:** Metallic components showing authentic light reflection patterns
+- **Depth indication:** Clear shadow casting proving dimensional construction
+
+**Pose Anchors:**
+
+- **Head position:** Natural photographic pose, unforced positioning
+- **Material integration:** Physical elements respond to underlying photographic form
+- **Dimensional adaptation:** Materials follow and enhance portrait contours
+- **Construction evidence:** Assembly process visible in final composition
+
+**Scale Hierarchy:** Photographic proportions maintained as base, materials added proportionally
+
+**Material Authenticity:**
+
+- Genuine physical materials with authentic aging
+- Real patina development processes
+- Actual wear patterns from handling and time
+- No digital simulation of material properties
+
+**Period Consistency:** All elements reflect contemporary assemblage art practices (1960s-2025) with authentic construction techniques
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Photographic Portrait Base:**
+
+- **Adult Masculine:** Portrait wearing steampunk industrial costume - brass goggles, technical vest with gauges, mechanical accessories integrated into clothing
+- **Adult Feminine:** Portrait in Victorian industrial dress - brass corsetry with functional elements, technical jewelry, mechanical hat or headpiece
+- **Costume integration:** Subject must appear as Victorian inventor/engineer with functional steampunk apparatus
+
+**Functional Mechanical Integration:**
+
+- **Connected gear systems:** Gears showing mechanical relationships, drive trains, working connections rather than random placement
+- **Industrial apparatus:** Steam gauges with visible piping, pressure valves with connections, technical instruments showing purpose
+- **Scientific equipment:** Measuring devices, optical instruments, mechanical calculators integrated contextually
+- **Workshop environment:** Technical tools and apparatus suggesting inventor's laboratory or engineering workspace
+
+**Material Rendering Authenticity:**
+
+- **Functional context:** All mechanical elements appear to serve purpose in larger system
+- **Industrial atmosphere:** Workshop/laboratory environment through technical documentation and apparatus
+- **Costume integration:** Steampunk elements as part of subject's attire and professional identity
+- **Environmental coherence:** Technical papers and instruments creating inventor/engineer context
+
+**Accessory Cap:** Elaborate (8-15 items) - functional steampunk apparatus essential
+
+- Brass goggles with multiple lenses and adjustment mechanisms (worn or hanging)
+- Steam pressure gauges with visible piping connections showing functional purpose
+- Mechanical tools and scientific instruments contextually integrated into portrait
+- Technical apparatus suggesting inventor/engineer profession and workshop environment
+
+**Props (≤2):**
+
+```yaml
+steampunk_assemblage_hero:
+  - functional_gauge_system: "steam pressure gauge with connecting pipes, brass construction, 30-40mm diameter, showing mechanical purpose"
+  - technical_instrument_cluster: "optical device or measuring instrument with brass fittings, suggesting scientific/engineering work"
+  - mechanical_apparatus: "working mechanism visible, gear connections apparent, functional steampunk device"
+
+steampunk_assemblage_micro:
+  - brass_connection: "mechanical coupling or valve, 15-20mm, showing purpose in larger system"
+  - technical_component: "precision instrument part, suggesting measurement or calculation function"
+  - industrial_element: "small apparatus with visible mechanical purpose, workshop context"
+```
+
+**Coherence Filter:** All physical materials show functional steampunk integration, creating inventor/engineer workshop atmosphere with authentic construction evidence
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "decorative gears", "random mechanical elements", "non-functional steampunk props"
+- "wooden frame substrate", "mounting board", "craft project presentation", "bulletin board aesthetic"
+- "seamless blending", "photorealistic integration", "digital filter effects"
+- "hobby craft construction", "decorative assemblage", "non-contextual mechanical elements"
+
+**✅ Canvas Positives:**
+
+- "exactly 4:5 ratio", "recomposed for assemblage art format"
+- "photographic portrait base 60-70% visible", "authentic physical materials"
+- "dimensional depth 3-8mm", "real shadows from layered construction"
+- "genuine patina and aging patterns", "visible construction techniques"
+- "authentic material boundaries", "adhesive evidence", "mounting artifacts"
+
+**Vocabulary Warnings:** Avoid "seamless," "smooth," "digital blending" (incompatible with physical assemblage); avoid "new materials," "perfect condition" (not authentic assemblage aesthetic)
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**PORTRAIT RATIO COMPOSITION (4:5):**
+
+- Vertical emphasis with photographic portrait dominance ≥60%
+- Physical materials extending and enhancing portrait rather than obscuring
+- Dimensional construction visible through authentic shadows and depth
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Photographic base perspective maintained, materials adapted to portrait form
+- **Figure:Ground:** 65% portrait with integrated materials, 35% substrate and background materials
+- **Density:** 80% coverage with dimensional materials while preserving portrait clarity
+- **Lighting Logic:** Mixed source lighting from different material origins creating authentic inconsistencies
+- **Detail:Negative Space:** 70% material integration, 30% breathing space showing substrate
+
+**Environmental Elements:**
+
+- Aged substrate backgrounds (vintage papers, metal sheets, fabric backing)
+- Physical texture surfaces showing authentic wear and aging
+- Mixed material foundations supporting dimensional construction
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Heavy art paper or canvas substrate capable of supporting dimensional materials (no wooden frames or mounting boards)
+- **Frame/Band:** OMIT entirely - no wooden frames, mounting hardware, or display board elements
+- **Production Context:** Contemporary assemblage studio techniques, hand-assembly on art substrate, authentic material integration without craft presentation
+- **Ratio Enforcement:** Composition designed for 4:5 gallery presentation with sophisticated assemblage construction
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow (optional assemblage text elements)
+
+**If Typography Included:**
+
+**Ratio-Appropriate Zones:**
+
+- Integrated as physical paper elements within assemblage
+- Vintage document fragments with authentic aging
+- Technical diagrams with period-appropriate text
+
+**Copy Limits:**
+
+- Text appears on authentic aged materials only
+- Fragmentary text acceptable (torn documents, partial visibility)
+- No modern digital typography overlay
+
+**Period-Appropriate Typography:**
+
+- Authentic vintage document text
+- Technical drawing annotations
+- Patent document fragments
+- **Material Integration:** "Text must appear on physically authentic aged paper elements, not digital overlay. Use vintage document fragments, technical diagrams, or patent papers with period-appropriate typography showing authentic aging and wear"
+
+**Format-Specific Rules:**
+
+- Gallery assemblage mode: Text only on authentic material fragments
+- Contemporary art mode: Minimal text, focus on material construction
+- Mixed media integration: Typography as collaged physical element
+
+**Historical Accuracy:** Text elements reflect authentic document sources with period-appropriate aging and wear
+
+**Production Method Integration:** Text appears only on genuine aged paper materials physically mounted in assemblage, showing authentic foxing, wear, and construction evidence
+
+----
+
+# Steampunk Tintype Portrait Style (Victorian Photography with Industrial Elements)
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via authentic Victorian photographic rendering
+- **Technical Measurement Authority:** Quantitative specifications for grain, exposure, plate characteristics override descriptive language
+- **Face-Treatment Flag:** `silver-halide-grain` - Authentic wet plate collodion rendering with characteristic grain pattern, limited dynamic range 4-5 stops, ethereal soft focus quality
+- **Pose Flag:** `frontal-rigid` - Formal Victorian portrait pose required due to historical exposure time constraints
+- **Canvas Control Flag:** `strict-reframe` - Recompose for Victorian photographic plate conventions
+- **Material authenticity:** Authentic wet plate collodion characteristics, tintype metal texture, daguerreotype mirror-like surface
+- **Period Production Authenticity:** 1850s-1890s wet plate photography methods with characteristic imperfections
+- **Quantifiers authoritative:** Exposure time implications, tonal range 4-5 stops, grain size measurements are targets
+- **Text policy:** Only render if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; no modern elements; authentic Victorian photography aesthetic only
+- **Composition boundaries:** No frames outside canvas; period-appropriate presentation only
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (carte de visite format) - ignore source image dimensions completely
+- Redraw subject entirely from scratch in **Victorian wet plate photography style with steampunk elements (1855-1890s)** for **steampunk tintype portrait reproduction**
+- Preserve likeness through **authentic photographic rendering** with characteristic wet plate collodion ethereal quality enhanced by Victorian industrial/steampunk costume and apparatus
+- **IP Safeguard Declaration:** Create period-authentic Victorian photographic portrait WITH steampunk elements. Subject must wear Victorian-era steampunk costume (brass goggles, mechanical accessories, technical apparatus). Include period-appropriate scientific instruments and industrial props authentic to 1850s-1890s technology
+- **Face-Treatment Flag:** `silver-halide-grain`
+- **Pose Flag:** `frontal-rigid`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Authentic Victorian photographic characteristics with steampunk costume/props integration - embrace historical photography limitations while showcasing industrial-era innovation
+- **Mode Selector:** Steampunk historical photograph / Victorian inventor portrait
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `3:4` (carte de visite / cabinet card format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely for Victorian portrait photography conventions
+- **Spatial Allocation:** Subject centered with minimal headroom (5-10%), tight formal framing typical of 1860s-1890s portraits
+- **Background Treatment:** Simple dark backdrop or minimal Victorian studio setting, avoid environmental complexity
+- **Format Justification:** 3:4 ratio matches standard Victorian carte de visite (2.5"x4") and cabinet card (4.25"x6.5") formats
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Artistic Style:** Victorian wet plate collodion photography with steampunk costume and industrial apparatus, capturing authentic tintype/daguerreotype aesthetic of 1850s-1890s portrait photography combined with Victorian-era scientific instruments and mechanical accessories
+
+**Medium/Production Method:**
+
+- **Tintype (Ferrotype):** Wet plate collodion on thin enameled iron sheet, creates underexposed negative appearing as positive on dark backing
+- **Daguerreotype:** Direct positive on silver-plated copper, mirror-like surface, laterally reversed
+- **Wet Collodion Process:** Glass plate coated with collodion emulsion, exposed while wet, developed immediately with characteristic ethereal rendering
+
+**Thematic Purpose:** Authentic historical portrait photography documenting Victorian-era inventors, engineers, and scientists with their industrial apparatus; timeless archival quality showcasing early steampunk aesthetic (before the term existed)
+
+**Hallmark Motifs:**
+
+- Monochromatic sepia tones (2700-3200K warmth) or neutral black/white
+- Limited dynamic range (4-5 stops maximum)
+- Ethereal soft focus quality (light hair appears dark, blue eyes intensely bright)
+- Characteristic grain pattern (0.1-0.3mm silver halide crystals visible)
+- Subtle vignetting (10-20% edge darkening)
+- Mirror-like reflective quality (daguerreotype) or matte metal surface (tintype)
+
+**Period Framing:** Victorian photography era (1850-1900), American and European portrait studio tradition
+
+**Tone Tag:** Hauntingly timeless, solemnly dignified, ethereally preserved, historically authentic
+
+**Production Era Authenticity:**
+
+- Wet plate preparation on-site in portable darkroom
+- Exposure times 3-60 seconds requiring head restraint devices
+- Chemical development immediately after exposure
+- Fixing in sodium thiosulfate solution
+- Optional hand-tinting with transparent oils
+
+**Innovation Line:**
+
+- **Lighting:** Daylight studio with diffusion scrims, no artificial lighting
+- **Format:** 3:4 ratio carte de visite or cabinet card size
+- **Processing:** Wet plate collodion immediate development
+- **Collaboration:** Subject immobility required, photographer as chemical technician
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Photographic Specifications:**
+
+- **Camera:** Large format 4x5" or 8x10" view camera equivalent
+- **Lens:** Petzval portrait lens f/3.5-f/5.6, characteristic swirly bokeh, soft vignetting
+- **Film/Plate:** Wet collodion on iron (tintype) or silvered copper (daguerreotype), ISO equivalent 1-6
+- **Exposure:** 5-30 second equivalent creating slight motion blur potential
+
+**Tonal Range Measurements:**
+
+- **Highlights:** Clipped at 95-100% (metallic shine for daguerreotype, matte white for tintype)
+- **Shadows:** Crushed below 5-10% (metal showing through on tintype, mirror reflection on daguerreotype)
+- **Mid-tones:** Compressed into 4-5 distinct values
+- **Contrast:** High contrast with abrupt transitions between tones
+
+**Grain Characteristics:**
+
+- Silver halide crystal visibility: 0.1-0.3mm apparent size
+- Random distribution pattern, more visible in mid-tones
+- Slight directional streaking from collodion flow during coating
+
+**Lighting Specifications:**
+
+- **Primary:** Diffused north-facing daylight, 60-70% intensity
+- **Fill:** Reflected daylight from white card, 20-30% intensity
+- **Modeling:** Single directional source, creates dramatic shadow definition
+- **Quality:** Soft due to large diffused source, harsh shadows from long exposure
+
+**Processing Artifacts:**
+
+- Chemical staining (5-10% of surface area)
+- Uneven collodion coating (visible flow marks)
+- Edge darkening/vignetting (15-25% intensity increase toward edges)
+- Emulsion imperfections (1-3 visible spots per portrait)
+
+**Pose Anchors:**
+
+- **Head tilt:** 0-5° maximum (head brace required for long exposure)
+- **Shoulder angle:** Minimal rotation, 5-10° maximum
+- **Weight distribution:** Rigid seated or standing, 50/50 balance
+- **Hand positions:** Resting on lap, holding chair back, completely still
+- **Expression:** Neutral to slight severity (smiling causes blur)
+
+**Scale Hierarchy:** True-to-life proportions, no idealization due to documentary nature
+
+**Material Authenticity:**
+
+- Metal plate texture visible through image (tintype)
+- Mirror-like reflectivity (daguerreotype)
+- Authentic wet plate collodion rendering characteristics
+
+**Period Consistency:** All elements authentic to 1850-1900 photographic portrait conventions
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Adult Masculine:**
+
+- Primary: Victorian formal suit with technical modifications - brass-buttoned waistcoat, leather work apron over formal wear, engineer's collar
+- Secondary: Scientific expedition clothing - heavy wool jacket with brass instruments attached, leather tool harness
+- Tertiary: Technical workshop attire - protective leather apron, rolled sleeves with brass arm guards
+
+**Adult Feminine:**
+
+- Primary: Victorian formal dress with industrial modifications - high-necked dress with brass fastenings, leather corset with technical apparatus
+- Secondary: Scientific attire - modified dress for laboratory work, protective leather elements, brass jewelry with functional elements
+- Tertiary: Engineering costume - practical Victorian dress with tool integration, brass goggles, mechanical accessories
+
+**Fabric Behavior in Wet Plate Photography:**
+
+- Dark fabrics: Appear nearly black, minimal detail
+- Light fabrics: Can blow out to pure white
+- Patterns: Often lost in tonal compression
+- Velvet/Silk: Creates slight sheen in highlights
+
+**Accessory Cap:** Elaborate (3-4 items) - steampunk/industrial elements essential for style
+
+- Brass goggles (worn on head or around neck, period-accurate design)
+- Technical instruments (compass, calipers, measuring devices)
+- Pocket watch with exposed mechanism (brass chain visible)
+- Scientific apparatus (small brass instruments, leather tool pouches)
+
+**Color Palette:**
+
+- Monochromatic sepia: warm brown tones (2700-3200K)
+- Alternative: neutral black/white (daguerreotype)
+- Optional hand-tinting: brass/copper elements highlighted with transparent oils, 20-30% opacity
+
+**Wardrobe Variation:** Cycle through formal scientist, field engineer, and workshop inventor Victorian attire with steampunk accessories (1850-1890)
+
+**Props (≤2):**
+
+```yaml
+steampunk_tintype_hero:
+  - scientific_instrument: "brass microscope, telescope, or technical apparatus on table, period 1850-1890"
+  - mechanical_device: "exposed gear mechanism, steam gauge, or precision tool in hand"
+  - technical_book: "leather-bound scientific journal with brass clasps, visible on surface"
+  
+steampunk_tintype_micro:
+  - brass_gear: "visible mechanical component, 3-6cm, attached to costume"
+  - lens_apparatus: "monocle or magnifying glass with brass frame"
+  - technical_badge: "engineer's insignia or scientific society emblem"
+```
+
+**Coherence Filter:** All elements authentic to 1850-1900 Victorian scientific/engineering professions - proto-steampunk aesthetic
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "digital clarity", "modern sharpness", "expanded dynamic range"
+- "modern steampunk elements", "fantastical additions", "anachronistic costume"
+- "color photography", "high contrast digital", "HDR effects"
+- "perfect focus", "motion-free rendering", "contemporary retouching"
+
+**✅ Canvas Positives:**
+
+- "exactly 3:4 ratio", "recomposed for carte de visite format"
+- "wet plate collodion authentic rendering", "silver halide grain 0.1-0.3mm"
+- "4-5 stop dynamic range", "characteristic ethereal soft focus"
+- "1855-1890 photographic authenticity", "tintype/daguerreotype aesthetic"
+- "chemical processing artifacts", "period-appropriate imperfections"
+
+**Vocabulary Warnings:** Avoid "sharp," "clear," "high-resolution" (incompatible with wet plate limitations); avoid "colorful," "vibrant" (monochromatic medium only)
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**PORTRAIT RATIO COMPOSITION (3:4):**
+
+- Vertical emphasis with subject dominance ≥85%
+- Tight formal framing typical of Victorian studio portraiture
+- Centered composition with minimal environmental context
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Straight-on eye level, single point perspective
+- **Figure:Ground:** 85% subject, 15% simple background
+- **Density:** 40% coverage - significant negative space due to vignetting
+- **Lighting Logic:** Single diffused daylight source, dramatic shadow modeling
+- **Detail:Negative Space:** 50% visible detail (limited by exposure latitude), 50% tonal compression/vignetting
+
+**Environmental Elements:**
+
+- Simple painted backdrop (dark neutral or cloudy sky pattern)
+- Minimal Victorian studio furniture (posing chair, column prop)
+- Plain dark or medium toned background (avoids distracting detail)
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Metal plate (tintype) or silvered copper (daguerreotype) with characteristic reflectivity
+- **Frame/Band:** Period-appropriate case presentation (optional) - leather or wood case with velvet lining for viewing
+- **Production Context:** Wet plate collodion on metal substrate, chemical processing, studio daylight exposure
+- **Ratio Enforcement:** Composition specifically designed for 3:4 Victorian photographic format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** OMIT typography (pure photographic portrait)
+
+**Historical Context:** Victorian photographs rarely included text within the image itself. Any labeling was external (studio stamps on card backing, handwritten notes on reverse).
+
+**If Typography Required (exceptional cases):**
+
+- Studio imprint on mount card (not on photograph itself)
+- Embossed studio name on presentation case
+- Handwritten identification on reverse (not visible in image)
+
+**Format-Specific Rules:**
+
+- Museum archival print: No text
+- Historical reproduction: Studio information on separate mount
+- Period presentation: Text only on case/frame exterior
+
+**Historical Accuracy:** No text integration within photographic image - maintain pure Victorian portrait photography conventions
\ No newline at end of file
diff --git a/styles-source/archive/sunday_comics_prompts.md b/styles-source/archive/sunday_comics_prompts.md
new file mode 100644
index 0000000..f431069
--- /dev/null
+++ b/styles-source/archive/sunday_comics_prompts.md
@@ -0,0 +1,1628 @@
+# **Sunday Comics - Museum-Grade Framework**
+
+- ## Charles M. Schulz - 1950s-1970s Comic Strip Collection Aesthetic
+
+  ------
+
+  ## 🔧 Renderer-Agnostic Adapter (Schulz-Specific)
+
+  - **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+  - **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared 2:3 aspect ratio.
+  - **Style over likeness:** Likeness via simplified geometric silhouette and minimalist line economy.
+  - **Technical Measurement Authority:** Quantitative specifications ("1.5-2mm pen lines", "65-85 LPI halftone", "±0.5-1mm registration drift") override descriptive language.
+  - **Process-Over-Result Priority:** India ink application with Esterbrook 914 radio pen and 1960s offset printing supersedes visual appearance descriptions.
+  - **Custom Flag Authorization:** Schulz-specific technical flags permitted for authentic reproduction.
+  - **Anti-Conventional Bias:** Authority to generate deliberately sparse, melancholic aesthetics when historically accurate.
+  - **Face-Treatment Flag:** `pen-crosshatch` with mechanical consistency, dot eyes 3mm diameter, curved line mouths 8-12mm wide
+  - **Pose Flag:** `frontal-rigid` with bilateral symmetry, minimal perspective distortion
+  - **Canvas Control Flag:** `strict-reframe` for 2:3 vertical emphasis
+  - **Media Hybrid Flag:** Not applicable - pure pen-and-ink illustration
+  - **Material Physics Authority:** Strathmore 3-ply paper, India ink, Esterbrook 914 radio pen (drawing), Speedball C-5 pen (lettering) specifications override aesthetic preferences.
+  - **Scale-Dependent Technique:** Newsprint reproduction requires simplified detail hierarchy and high-contrast line work.
+  - **Cultural Production Authenticity:** 1960s-1970s American mass-market paperback methods take precedence over modern printing.
+  - **Quantifiers authoritative:** All numeric specifications (line weights, halftone frequencies, registration tolerances) are binding targets.
+  - **Text policy:** Always allow text for cover format - hand-lettered titles essential.
+  - **Safety/IP:** No Peanuts characters, names, or copyrighted elements; create original "Beagle" universe characters.
+  - **Age & wardrobe guardrail:** Characters are children - simple, modest clothing appropriate to 1950s-1970s suburban youth.
+  - **Gender expression:** Simple, non-gendered children's clothing variations.
+  - **Material authenticity:** No digital smoothing, vector conversion, or modern gradient effects - authentic halftone dot structure required.
+  - **Period Production Authenticity:** 1960s-1970s offset printing limitations (visible dots, registration drift, ink spread) are mandatory, not optional.
+  - **Composition boundaries:** No decorative frames - cover bleeds to trim edges.
+  - **Failure Mode Flags:**
+    - Avoid: anime autopilot, digital vector smoothness, modern printing perfection, gradient shading, complex linework variation
+    - Require: mechanical line consistency, visible halftone structure, period printing artifacts, simplified geometric forms
+  - **Silent validation:** Apply Schulz technique checklist (round heads, zigzag stripes, minimalist features, flat composition, hand-lettered text); regenerate silently if fail.
+
+  ------
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+
+  Redraw as vintage 1950s-1970s **Beagle** book cover for **mass-market paperback publication format**.
+
+  Identity via simplified geometric silhouette and gestural line economy.
+
+  **IP Safeguard Declaration:** Original character designs avoiding copyrighted Peanuts iconography - create distinct round-headed children and anthropomorphic dog characters with unique visual identities separate from Charlie Brown, Snoopy, Lucy, Linus, and all Peanuts characters.
+
+  **Face-Treatment Flag:** `pen-crosshatch` with clean 1-2mm ink lines
+   **Pose Flag:** `frontal-rigid` with minimal perspective distortion
+   **Canvas Control Flag:** `strict-reframe`
+   **Style Dominance:** Period-authentic offset printing aesthetics override modern digital clarity
+
+  **Mode Selector:** Cover mode - vintage paperback book design
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO:** `2:3` (standard paperback/poster format)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** recompose-entirely for vertical cover emphasis
+  - **Spatial Allocation:** Central character placement with 70% figure dominance
+  - **Background Treatment:** Solid color fields (60-80% coverage) with minimal environmental detail
+  - **Format Justification:** 2:3 ratio maximizes shelf visibility and vintage paperback authenticity
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:** Charles M. Schulz minimalist newspaper comic aesthetic, 1950s-1970s offset printing limitations, Federal School of Applied Cartooning correspondence course techniques
+
+  **Medium/Production Method:**
+
+  - India ink on Strathmore 3-ply paper
+  - Esterbrook 914 radio pen (2mm nib) for character lines
+  - Speedball C-5 pen for hand lettering
+  - 4-color offset printing process (CMYK) with period-typical registration drift ±0.5-1mm
+
+  **Thematic Purpose:** Childhood anxiety, unrequited affection, gentle melancholy through simplified visual language
+
+  **Hallmark Motifs with Specifications:**
+
+  1. **Round-headed children** - head-to-body ratio 1:1.5, perfectly circular craniums
+  2. **Zigzag shirt pattern** - 6-8 horizontal stripes, 15-20° angle variation
+  3. **Minimalist facial features** - dot eyes 3mm diameter, curved line mouth 8-12mm wide
+  4. **Two-legged anthropomorphic dog** - upright posture, floppy ears 40% head height
+  5. **Speech balloon simplicity** - single-weight 1.5mm outline, minimal tail decoration
+
+  **Period Framing:** 1950s-1970s American comic strip golden age, post-war suburban childhood
+
+  **Tone Tag:** Gentle, melancholic, philosophically innocent
+
+  **Production Era Authenticity:** 1960s-1970s mass-market paperback printing - halftone dots visible at 65-85 LPI, slight color registration misalignment, uncoated or lightly coated paper stock
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality Specifications:**
+
+  - Primary character outlines: consistent 1.5-2mm India ink lines
+  - Esterbrook 914 radio pen weight throughout
+  - No line variation or tapering - mechanical consistency
+  - Clean corners without hand-tremor artifacts
+  - Background elements: simplified 1mm holding lines
+
+  **Printing Method Physics:**
+
+  - 65-85 LPI halftone screen for solid colors
+  - ±0.5-1mm CMYK registration drift (authentic to 1960s offset)
+  - Dot gain 15-20% on uncoated stock
+  - Ink bleed 0.3-0.5mm on character edges
+  - Visible rosette pattern in solid color areas
+
+  **Color Mixing Limitations:**
+
+  - 4-color process only (C, M, Y, K)
+  - No spot colors or metallics
+  - Flat color fills - no gradients
+  - Limited palette: primary + secondary colors
+  - Paper white as highlight (no overprinting whites)
+
+  **Typographic Treatment:**
+
+  - Hand-lettered title: Speedball C-5 pen characteristics
+  - Letterforms 18-24mm height for primary title
+  - Slight irregularity in baseline (±2mm variation)
+  - Period-appropriate sans-serif for secondary text
+  - No digital fonts - authentic hand-drawn appearance
+
+  **Paper Stock Physics:**
+
+  - Uncoated pulp paper absorbency
+  - Slight yellowing/aging appropriate to era
+  - Visible paper texture (20-40 lb stock)
+  - Edge wear and corner rounding permitted
+
+  **Pose Anchor:**
+
+  - Head tilt: 0-15° maximum
+  - Shoulder-hip alignment: parallel (no contrapposto)
+  - Weight distribution: 50/50 symmetrical stance
+  - Gesture economy: minimal hand positions, simplified digit count
+
+  **Scale Hierarchy:**
+
+  - Character proportions maintained at 1:1.5 head-to-body
+  - Background elements 30-40% character scale
+  - Typography 20-25% cover height for primary title
+
+  **Material Authenticity:**
+
+  - Authentic India ink surface with 0.1mm relief
+  - Strathmore 3-ply paper tooth visible in white areas
+  - No digital smoothing or vector conversion
+  - Period halftone simulation with authentic dot structure
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **Wardrobe Tracks:**
+
+  - **Youth (generic):** Simple solid-color t-shirts, zigzag stripe patterns, plain shorts/skirts
+  - **Fabric behavior:** Cotton flatness, no draping complexity, simplified fold structure
+
+  **Accessory Caps:** Minimalist (0-2 items maximum)
+
+  - Baseball caps with single-panel construction
+  - Simple pet collars
+  - Blanket accessories (security blanket character element)
+
+  **Color Palette Restrictions:**
+
+  - Primary colors: pure red, yellow, blue
+  - Secondary: orange, green, purple
+  - Black outlines universal
+  - Limited earth tones for backgrounds
+
+  **Wardrobe Variation Required:** Cycle through: red shirts, yellow dresses, striped patterns, solid colors - avoid identical repetition across multiple covers
+
+  **Props (YAML Pool):**
+
+  ```yaml
+  beagle_props:
+    hero_props:
+      - baseball_glove: "oversized mitt, simplified stitching"
+      - doghouse: "simple A-frame, single panel door"
+      - toy_piano: "miniature grand, 8-key visible"
+      - football: "classic leather laces, oval simplified"
+      - kite: "diamond shape, tangled string optional"
+    
+    micro_props:
+      - security_blanket: "draped cloth, minimal folds"
+      - dog_dish: "simple bowl, name lettering"
+      - psychiatric_booth: "lemonade stand style"
+  ```
+
+  **Coherence Filter:** All elements support 1950s-1970s suburban American childhood aesthetic
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives:**
+
+  - "original aspect ratio"
+  - "source dimensions"
+  - "photorealistic rendering"
+  - "gradient shading"
+  - "digital vector smoothness"
+  - "modern offset printing quality"
+  - "perfect color registration"
+  - "Peanuts characters"
+  - "Charlie Brown"
+  - "Snoopy"
+  - "Lucy van Pelt"
+
+  **✅ Canvas Positives:**
+
+  - "exactly 2:3 ratio"
+  - "recomposed for paperback cover"
+  - "1960s offset printing characteristics"
+  - "visible halftone dot structure"
+  - "±1mm registration drift"
+  - "period-authentic color separation"
+  - "hand-lettered typography"
+  - "original Beagle characters"
+  - "round-headed children"
+  - "anthropomorphic dog"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC COMPOSITION (2:3 Portrait):**
+
+  - Vertical emphasis with 70% figure dominance
+  - Character placement: center-weighted with 15% margin top/bottom
+  - Typography hierarchy: upper 25% of canvas
+
+  **STYLE-SPECIFIC COMPOSITION:**
+
+  - Perspective: flat frontal presentation, minimal depth cues
+  - Grid/symmetry: bilateral symmetry for character placement
+  - Figure:ground: 70% character, 30% background/negative space
+  - Density: sparse, 40% white space economy
+  - Lighting: flat ambient, no cast shadows
+  - Detail hierarchy: foreground sharp, background minimal
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** Offset-printed paperback cover on uncoated stock
+  - **Frame/Band Anchor:** None - composition bleeds to trim
+  - **Production Context:** 1960s-1970s commercial book printing with period-typical imperfections
+  - **Ratio Enforcement:** Vertical composition designed specifically for 2:3 format
+
+  **Background Treatment Options:**
+
+  - Solid color fields (single halftone color)
+  - Simple two-tone gradation (overlapping screens)
+  - Minimal landscape elements (grass line, sky division)
+  - 60-80% single-color dominance
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **BINARY:** Allow text (essential for cover format)
+
+  **RATIO-APPROPRIATE ZONES:**
+
+  - Primary title: upper 20-25% of canvas
+  - Publisher mark: small corner placement (2-3% scale)
+
+  **Typography Specifications:**
+
+  - **Primary Title:** Hand-lettered with Speedball C-5 pen characteristics
+    - Letter height: 18-24mm
+    - Weight: 3-4mm stroke width
+    - Spacing: irregular, ±2mm baseline variation
+    - Color: solid red, yellow, or black
+  - **Secondary Text:** Period sans-serif or hand-lettered
+    - "A NEW BEAGLE BOOK" - 8-12mm height
+    - "by [Author Name]" - 6-10mm height
+  - **Publisher Attribution:** 4-6mm height, bottom margin
+
+  **Copy Limits:**
+
+  - Primary title: ≤4 words
+  - Secondary line: ≤6 words
+  - Author credit: standard format
+
+  **Font Recommendation:**
+
+  - Closest Google Font: **Cooper Black** (rounded bold display, 80% match)
+  - Better period match: hand-lettered signage style
+  - Note: Authentic Schulz used hand-lettering with Speedball C-5
+
+  **Historical Accuracy:** Typography must reflect 1960s-1970s commercial book design with hand-lettered warmth and period printing limitations
+
+  **Production Method Integration:**
+
+  - Text rendered with same halftone dot structure as illustrations
+  - Slight ink spread (0.3-0.5mm) on letterforms
+  - Registration drift may affect multi-color text
+
+  ------
+
+  # Bill Watterson Style - Pepper & Thunder Framework
+
+  ## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+  **Constraint precedence:** Emotional authenticity over commercial polish; expressive brushwork supersedes technical precision
+   **Face-Treatment Flag:** `brush-loaded-single-stroke` with `watercolor-soft` atmospheric integration
+   **Pose Flag:** `gestural-fluid` with childlike energy and philosophical depth
+   **Canvas Control Flag:** `adaptive-extend` for naturalistic environment requirements
+   **Material Physics Authority:** Sable brush #3 with India ink on Bristol board, watercolor wash backgrounds, authentic brush bloom preservation
+   **Cultural/Period Authenticity:** 1985-1995 newspaper comic strip production, hand-lettered typography, period offset printing characteristics
+   **Expressive Philosophy:** Line economy serving emotional truth, backgrounds as atmospheric mood support, philosophical depth through innocent perspective
+   **Technical Specifications:** 1.5-2mm primary strokes, 0.3-0.5mm detail lines, crowquill pen backgrounds, authentic paper-ink interaction
+   **Sunday Format Innovation:** Half-page canvas freedom establishing artistic potential of comic strip medium, experimental panel layouts
+   **IP Protection:** Original boy-and-companion character designs avoiding Calvin/Hobbes iconography, distinct costume elements, alternative color schemes
+   **Safety Guardrails:** Age-appropriate content, modest attire for child characters, no copyrighted logos/signatures
+
+  > **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = modest age-appropriate attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+  ------
+
+  ## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **16:9 ratio** (Sunday strip half-page format) - ignore source image dimensions completely.
+
+  **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity throughout transformation. Adapt character design, clothing, and styling to match subject while avoiding Calvin/Hobbes iconography.
+
+  **IP Safeguard:** Create original child-and-companion characters with completely distinct designs:
+
+  - **Gender Preservation:** Maintain subject's presented gender identity
+  - **Hair style variation** (curly brown, messy black, short cropped, long flowing - NOT Calvin's spiky blonde)
+  - **Companion species change** (spotted leopard, raccoon, fox, dog - NOT striped tiger)
+  - **Clothing patterns** (blue/orange stripes, green/yellow, solid colors - NOT red/black)
+  - **NO Calvin iconography, NO Hobbes design elements**
+
+  **Likeness (style-first):** Identity via **kinetic gesture/wide-eyed wonder/mischievous expression** adapted to subject's age and gender presentation; integrate into **expressive comic medium** emphasizing **emotional authenticity** and **philosophical depth**.
+
+  **Face-Treatment Flag:** `brush-loaded-single-stroke`
+   **Pose Flag:** `gestural-fluid`
+   **Canvas Control Flag:** `adaptive-extend`
+   **Style Dominance:** Watterson's expressive brushwork and emotional honesty supersedes technical perfection, prioritizing **childhood wonder** and **philosophical insight**.
+   **Mode Selector:** Sunday Comic Strip Cover/Treasury Collection
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO SELECTION:**
+
+  - **16:9** (Sunday strip half-page - primary choice)
+  - **3:4** (treasury collection cover alternative)
+  - **4:3** (landscape book cover variation)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** adaptive-extend with naturalistic environment integration
+  - **Spatial Allocation:** Characters 40-60%, naturalistic background 30-50%, atmospheric breathing room 20-30%, philosophical text integration 10-15%
+  - **Background Treatment:** Watercolor-style environments (woodland scenes, snowy landscapes, suburban backyards) supporting emotional atmosphere
+  - **Format Justification:** Sunday strip format serves horizontal storytelling flow with environmental context and philosophical reflection integration
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:** Charles Schulz (emotional depth), George Herriman (Sunday page experimentation), Walt Kelly (social commentary), Windsor McCay (imaginative layouts)
+
+  **Medium/Production method:** Sable brush #3 with India ink on Bristol board, crowquill pen for backgrounds, watercolor wash atmospheric effects, single confident brush strokes with natural variation
+
+  **Thematic purpose:** Childhood imagination versus adult reality exploration, philosophical musings through innocent perspective, social satire via six-year-old observations
+
+  **Hallmark motifs:**
+
+  - **1.5-2mm confident brush strokes** with natural thick-to-thin variation and authentic blooms
+  - **150% eye enlargement** beyond standard cartoon proportion with 2 o'clock white highlights
+  - **20-30 individual grass blade strokes** per clump with 8-12 tree bark texture lines per trunk
+  - **30% solid black panel coverage** for dramatic contrast with 1mm feathering edges
+  - **200-250% limb extension** during action sequences with 180-degree jaw drops for surprise
+
+  **Period framing:** American newspaper syndication 1985-1995, specifically Sunday half-page format innovations post-1992
+
+  **Tone Tag:** Whimsical-philosophical with energetic contemplation
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality with Tool Marks:**
+
+  - Sable brush #3 primary strokes: 1.5-2mm standard weight
+  - Thick-to-thin tapering: 3:1 ratio for dynamic energy
+  - Ink saturation: 75% loading for variable line density
+  - Crowquill backgrounds: 0.3-0.5mm consistent detail
+  - Authentic brush blooms: 0.5mm terminal spread
+
+  **Stroke Economy with Direction:**
+
+  - Character outlines: 8-15 confident strokes per figure
+  - Facial features: 3 eye strokes, 1 nose, 2 mouth
+  - Hair expression: 5-8 directional spikes radiating from crown
+  - Companion stripes/spots: 12-18 curved patterns, 2-4mm variation
+  - Motion lines: 6-10 parallel streaks at 30-60 degree angles
+
+  **Background Naturalism:**
+
+  - Tree detail: 8-12 bark texture lines per trunk
+  - Foliage: 20-30 individual leaf/needle strokes per cluster
+  - Snow texture: Watercolor wash with white paper showing through
+  - Grass rendering: 20-30 blade strokes per foreground clump
+
+  **Expression Mastery (Universal for All Genders):**
+
+  - Eye enlargement: 150% standard cartoon proportion
+  - Pupils: 40% of eye diameter with 2 o'clock highlights
+  - Jaw extension: 200% opening for shock/surprise
+  - Neck stretch: 150% elongation for emphasis
+  - Same expressive range regardless of character gender
+
+  **Female Character Specifications:**
+
+  - **Hair rendering:** Bob cuts (3-5 brush strokes), ponytails (2-3 strokes for tie + flowing hair), longer styles (6-10 flowing strokes with natural movement)
+  - **Face structure:** Identical proportional system to male characters - round heads, large eyes, simple nose indication
+  - **Clothing drape:** Dresses/skirts flow with 4-6 curved strokes, same fabric physics as male character clothing
+  - **Body proportions:** Same 3-heads-tall child system, no gender-based proportion differences
+  - **Emotional range:** Full expressive capacity - mischief, wonder, frustration, philosophical contemplation
+
+  **Pose Anchors:**
+
+  - Head tilt: 15-45 degrees during contemplation
+  - Action extension: 200-250% limb stretch for kinetic energy
+  - Weight distribution: 70/30 split for dynamic stances
+  - Gesture economy: Maximum 3 action lines per limb
+
+  **Atmospheric Integration:**
+
+  - Watercolor wash backgrounds: 40-60% environmental coverage
+  - Sky gradients: Natural blue-to-white transitions
+  - Weather effects: Snow/rain with directional consistency
+  - Environmental depth: 3-layer visual separation (foreground 100%, midground 60%, background 40%)
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **YOUTH TRACK (Child Character - Adapt to Subject):**
+
+  **For Female Characters (like Susie Derkins):**
+
+  - **Hair styles:** Bob cut (3-5 confident strokes), ponytail (2-3 strokes for tie + 4-6 flowing strokes), longer flowing hair (6-10 natural movement strokes)
+  - **Primary clothing:** Dresses (4-6 curved drape strokes), skirts with shirts, overalls, shorts combinations
+  - **Color palette:** Pink/purple common but also yellow, blue, green, orange - full color spectrum available
+  - **Accessories:** Hair bows (2-3 strokes), simple jewelry optional (≤1 item)
+
+  **For Male Characters (like Calvin):**
+
+  - **Hair styles:** Spiky (5-8 radiating strokes), short messy (3-5 directional strokes), bowl cut (2-4 curved strokes)
+  - **Primary clothing:** T-shirts with shorts/pants, overalls, casual wear
+  - **Color palette:** Full spectrum - reds, blues, greens, yellows
+  - **Accessories:** Baseball caps, simple props (≤1 item)
+
+  **Universal Elements (All Genders):**
+
+  - **Seasonal:** Winter coats, summer t-shirts, rain jackets - adapt to weather
+  - **Fabric:** Cotton jersey drape with 2-3 minimal wrinkle lines
+  - **Proportions:** Same 3-heads-tall child system regardless of gender
+  - **Expressive capacity:** Full emotional range - mischief, wonder, frustration, joy
+  - **Color rotation:** Cycle through varied combinations, avoid repetitive palettes
+
+  **COMPANION TRACK (Animal Friend):**
+
+  - **Primary:** Spotted/striped pattern variation (NOT orange/black tiger stripes)
+  - **Pattern:** 12-15 visible spots/stripes with 3-5mm width
+  - **Dual reality:** Stuffed toy simplicity when "inanimate", dynamic anatomy when "alive"
+  - **Color schemes:** Brown/cream spots, gray/white stripes, tan/black patterns
+
+  **Props (≤2 total):** Hero props: red wagon, cardboard box vehicle, toboggan, water balloon Micro props: toy dinosaur, comic book, baseball, stick
+
+  ```yaml
+  watterson_props:
+    adventure_gear: [wagon, sled, cardboard-box-spaceship, toboggan, bicycle]
+    imaginative_items: [water-balloon, snowball-arsenal, stick-sword, rope-swing]
+    quiet_moments: [book, comic, toy-dinosaur, stuffed-animal, baseball]
+    environmental: [tree-fort, snow-hill, backyard-elements, suburban-props]
+    exclusions:
+      - "no modern electronics"
+      - "no branded items"
+      - "no copyrighted characters"
+      - "no Calvin/Hobbes specific props"
+  ```
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives (≥2):**
+
+  - "original aspect ratio", "source dimensions", "vertical strip format"
+  - "digital vector smoothing", "perfect line art", "technical precision"
+  - "Calvin's spiky hair", "Hobbes tiger stripes", "red/black striped shirt"
+  - "photorealistic proportions", "subdued expressions", "static poses"
+  - "frames within composition", "decorative borders", "artificial presentation"
+
+  **✅ Canvas Positives (≥2):**
+
+  - "exactly 16:9 Sunday strip format", "recomposed for half-page newspaper"
+  - "authentic sable brush 1.5-2mm strokes with natural blooms", "India ink organic bleeding"
+  - "150% eye enlargement with 2 o'clock highlights", "200% jaw extension for surprise"
+  - "20-30 grass blade strokes per clump", "8-12 tree bark texture lines"
+  - "curly brown hair alternative", "spotted companion creature", "blue/orange striped pattern"
+  - "watercolor atmospheric backgrounds", "30% solid black panel coverage"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC: 16:9 Sunday Strip Landscape**
+
+  - Horizontal flow: Left-to-right reading emphasis with 3-4 staging areas
+  - Environmental context: 50-60% background naturalism
+  - Panoramic staging: Wide suburban/woodland vistas
+
+  **ILLUSTRATED COMPOSITION:**
+
+  - Perspective: Dynamic angles (15% worm's-eye, 20% bird's-eye, 65% eye-level)
+  - Figure:ground: 40:60 (characters:environment) for Sunday expansive format
+  - Density: 70% visual information, 30% breathing space
+  - Lighting: Natural outdoor ambient brightness, minimal cast shadows
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** Newsprint texture simulation, Bristol board original art surface
+  - **Frame/Band:** OMIT entirely - no decorative borders or contained panels
+  - **Environmental Depth:** Wooded landscapes, snowy hills, suburban backyards with atmospheric watercolor treatment
+  - **Ratio Enforcement:** Horizontal narrative flow optimized for 16:9 Sunday strip storytelling
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **Binary:** ALLOW - Essential for comic strip format
+
+  **Sunday Strip Typography:**
+
+  - **Title treatment:** Hand-lettered "Pepper & Thunder" or character names
+  - **Speech balloons:** 15-25% panel coverage, organic oval shapes
+  - **Sound effects:** 8-12% dramatic moments (CRASH, WHOOSH) when scene requires it.
+  - **Thought bubbles:** Cloud shapes for internal monologue
+
+  **Copy Limits:**
+
+  - ≤8 words per speech balloon
+  - ≤3 balloons per character interaction
+  - ≤2 sound effects per action sequence
+
+  **Font Recommendation:**
+
+  - Closest Google Font: "Comic Neue Bold" (85% match)
+  - Better: Hand-lettered with natural variation
+  - Style: Uppercase sans-serif, 4-6mm character height
+
+  **Format-Specific Rules:**
+
+  - Hand-lettered appearance with natural spacing variation
+  - Balloon tails: 2mm curved organic shapes
+  - Text integration supporting rather than dominating visual storytelling
+
+  **Historical Accuracy:** Typography matching 1985-1995 newspaper comic conventions with authentic hand-lettered characteristics
+
+  ------
+
+  ## Technical Production Notes
+
+  ### Watterson Signature Elements:
+
+  **Brush Technique:**
+
+  - Single confident strokes without correction
+  - Natural thick-to-thin variation (3:1 ratio)
+  - Authentic ink blooms at stroke terminals
+  - 75% ink saturation for variable density
+
+  **Environmental Mastery:**
+
+  - Individual grass blade rendering (20-30 per clump)
+  - Detailed tree bark texture (8-12 lines per trunk)
+  - Watercolor wash atmospheric effects
+  - Natural lighting with minimal shadow casting
+
+  **Expression System:**
+
+  - Eye enlargement: 150% standard proportion
+  - Pupil placement: 40% eye diameter, 2 o'clock highlights
+  - Jaw extension: 200% for surprise/shock
+  - Neck elongation: 150% for emphasis moments
+
+  **Philosophical Integration:**
+
+  - Innocent perspective revealing adult absurdity
+  - Existential observations through childhood lens
+  - Social commentary via six-year-old logic
+  - Imagination versus reality exploration
+
+  ### Collaborative Production Method:
+
+  **Phase 1:** Watterson's brush and ink foundation with expressive character work **Phase 2:** Crowquill pen background detail with naturalistic precision
+   **Phase 3:** Watercolor wash atmospheric integration for environmental depth **Result:** Emotionally authentic, philosophically rich visual storytelling with childhood wonder and adult insight
+
+  ------
+
+  # Jim Davis Garfield Style - Universal Humor Framework
+
+  ## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+  **Constraint precedence:** Commercial clarity over artistic complexity; universal appeal supersedes niche references
+   **Face-Treatment Flag:** `clean-bold-outline` with `expressive-simple` characteristics
+   **Pose Flag:** `domestic-relatable` with minimal movement and maximum expression
+   **Canvas Control Flag:** `strict-reframe` for character showcase priority
+   **Material Physics Authority:** Clean ink lines on Bristol board, flat color application, commercial reproduction optimization
+   **Cultural/Period Authenticity:** 1978-present newspaper comic strip production, merchandising-optimized design, universal appeal methodology
+   **Commercial Philosophy:** Apolitical humor, timeless domestic situations, "human in a cat suit" relatability
+   **Technical Specifications:** 2-3mm consistent outline weight, minimal crosshatching, flat color zones, expression-focused design
+   **Universal Appeal Innovation:** Market-tested character archetypes, conflict-based humor formula, global merchandising potential
+   **IP Protection:** Original lazy pet character designs avoiding Garfield iconography, distinct personality combinations
+   **Safety Guardrails:** Age-appropriate content, modest attire, no copyrighted logos/signatures, universal family-friendly humor
+
+  > **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = modest age-appropriate attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+  ------
+
+  ## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (book cover portrait format) - ignore source image dimensions completely.
+
+  **Redraw command:** "Redraw in **Jim Davis's clean commercial line technique** for **exact Garfield book collection cover format**."
+
+  **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity throughout transformation. Adapt character design to match subject while creating commercially viable personality archetype.
+
+  **IP Safeguard:** Create original pet-and-owner characters with completely distinct designs:
+
+  - **Pet variations:** Lazy dog, cynical rabbit, apathetic hamster, sardonic parrot (NOT orange cat)
+  - **Owner personality:** Perpetual optimist, struggling professional, hopeless romantic (maintain relatability)
+  - **Color schemes:** Blue/gray, brown/tan, green/cream, purple/white (NOT orange/black)
+  - **NO Garfield iconography, NO Jon/Odie design elements**
+
+  **Likeness (style-first):** Identity via **simple expressive face/relatable pose/universal gesture**; integrate into **commercial comic medium** emphasizing **clarity** and **mass appeal**.
+
+  **Face-Treatment Flag:** `clean-bold-outline`
+   **Pose Flag:** `domestic-relatable`
+   **Canvas Control Flag:** `strict-reframe`
+   **Style Dominance:** Davis's commercial clarity and universal appeal supersedes artistic experimentation, prioritizing **readability** and **merchandising potential**.
+   **Mode Selector:** Newspaper Comic Strip / Book Collection Cover
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO SELECTION:**
+
+  - **2:3** (book cover portrait - primary choice)
+  - **3:4** (treasury collection alternative)
+  - **4:5** (modern poster variation)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** strict-reframe with single iconic character moment priority
+  - **Spatial Allocation:** Characters 65-75%, simple domestic setting 15-25%, typography zones 10-15%, negative space for title placement
+  - **Background Treatment:** Minimal environmental detail supporting character showcase and visual gag
+  - **Format Justification:** Book cover format serves single iconic character moment with maximum personality expression and merchandising appeal
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:** Charles Schulz (character warmth), Walt Disney (appealing design), advertising illustration (commercial clarity), theatrical staging (setup-punchline structure)
+
+  **Medium/Production method:** Clean ink lines on Bristol board, flat color application for reproduction, minimal shading, commercial printing optimization
+
+  **Thematic purpose:** Universal domestic humor through lazy pet archetype, apolitical relatability, timeless creature comfort situations
+
+  **Hallmark motifs:**
+
+  - **2-3mm consistent bold outline** with clean corners and smooth curves
+  - **Large expressive eyes** (50% of head height) with half-lidded cynical expression for main character
+  - **Single iconic pose** capturing complete personality (lounging, eating, sleeping, smirking)
+  - **Flat color application** with 3-5 color maximum per composition for reproduction clarity
+  - **Expression-driven personality** conveyed through single frozen moment rather than sequential action
+
+  **Period framing:** American newspaper syndication 1978-present, global merchandising empire 1981-present
+
+  **Tone Tag:** Cynically-relatable with commercial appeal
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality with Commercial Clarity:**
+
+  - Bold outline: 2-3mm consistent weight throughout
+  - Interior details: 1mm thin lines for minimal features only
+  - No crosshatching or texture rendering
+  - Clean corners with 90-degree angles where appropriate
+  - Smooth curves avoiding hand-drawn wobble
+
+  **Expression System (Universal Appeal):**
+
+  - Eyes: 50% of head height, simple oval or half-circle shapes
+  - Pupils: Dot placement for direction (looking at food, away from work, toward comfort)
+  - Mouth: Simple curve (smile, frown, smirk) with minimal tooth indication
+  - Eyebrows: Heavy black shapes for maximum emotion clarity
+  - Body language: Minimal - 80% emotion through face alone
+
+  **Character Design Anchors:**
+
+  - **Main character (lazy pet):** Round body, stubby limbs, single iconic pose capturing personality essence
+  - **Straight man (owner):** Simple human proportions, characteristic expression frozen in relatable moment
+  - **Cover composition:** Single visual moment telling complete personality story without sequential context
+
+  **Background Minimalism:**
+
+  - 5-10 simple shapes maximum per panel
+  - Flat color zones with no gradients
+  - Furniture/props reduced to essential identifying features
+  - 70% negative space allowing character focus
+
+  **Color Application:**
+
+  - 3-5 flat colors maximum per composition
+  - No shading or gradients - pure flat zones
+  - High contrast for reproduction clarity
+  - Limited palette for merchandising consistency
+
+  **Commercial Optimization Anchors:**
+
+  - Clean silhouettes readable at thumbnail size
+  - Single personality-defining pose (lounging, eating, smirking, sleeping)
+  - Merchandising-friendly character presentation
+  - Iconic moment staging (pet with food, owner frustrated, visual gag frozen in time)
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **PET CHARACTER (Adapt to species):**
+
+  - **Minimal clothing:** None or single accessory (collar, bow, hat)
+  - **Color scheme:** Single dominant color with simple pattern option
+  - **Expression priority:** Face carries all personality, not costume
+  - **Merchandising consideration:** Design works on products without clothing variation
+
+  **HUMAN CHARACTER (Owner - Adapt to Subject):**
+
+  **For Male Characters (like Jon):**
+
+  - **Casual clothing:** Simple shirt (solid or basic pattern), plain pants
+  - **Color palette:** Muted tones (blues, greens, browns, grays)
+  - **Minimal detail:** 2-3 clothing items maximum, no complex patterns
+  - **Everyman appeal:** Relatable, non-threatening, commercially viable
+
+  **For Female Characters:**
+
+  - **Simple clothing:** Basic dress, shirt/pants combination, casual professional
+  - **Color palette:** Full spectrum but muted for universal appeal
+  - **Minimal accessories:** 1-2 items maximum (glasses, simple jewelry)
+  - **Relatable styling:** Comfortable, domestic, non-fashion-forward
+
+  **Universal Elements:**
+
+  - **Props minimal:** 1-2 items maximum (food, furniture, simple object)
+  - **Domestic focus:** Kitchen items, comfort objects, household basics
+  - **Comedy support:** Props serve joke setup, not decoration
+
+  **Props (≤2 total):** Food items: pizza, lasagna, coffee, simple meal Comfort objects: bed, chair, remote control, newspaper Simple toys: ball, basic pet toy, household item
+
+  ```yaml
+  davis_props:
+    food_items: [lasagna, pizza, coffee-cup, sandwich, simple-meal]
+    comfort_objects: [armchair, bed, blanket, pillow, couch]
+    domestic_items: [newspaper, remote-control, food-bowl, simple-furniture]
+    minimal_toys: [ball, yarn, basic-pet-toy, household-object]
+    exclusions:
+      - "no complex mechanical items"
+      - "no trendy modern objects"
+      - "no political references"
+      - "no dated technology"
+      - "no Garfield lasagna specifically"
+  ```
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives (≥2):**
+
+  - "original aspect ratio", "source dimensions", "horizontal strip format"
+  - "multi-panel layout", "sequential panels", "3-panel structure"
+  - "complex crosshatching", "artistic shading", "textured rendering"
+  - "Garfield orange stripes", "Jon's specific features", "Odie design"
+  - "political references", "dated humor", "complex backgrounds"
+  - "gradient coloring", "realistic anatomy", "action sequence"
+  - "speech balloons", "thought bubbles", "sequential storytelling"
+
+  **✅ Canvas Positives (≥2):**
+
+  - "exactly 2:3 book cover format", "recomposed for collection cover"
+  - "2-3mm consistent bold outline", "clean commercial line work"
+  - "50% eye size proportion", "half-lidded cynical expression"
+  - "single iconic pose", "personality-defining moment", "cover composition"
+  - "flat color application maximum 5 colors", "minimal background 5-10 shapes"
+  - "lazy pet archetype", "domestic relatable situation", "universal appeal"
+  - "merchandising-friendly character showcase", "simple character design"
+  - "title typography integration", "book cover layout", "commercial book format"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC: 2:3 Book Cover Portrait**
+
+  - Vertical emphasis: Character dominance in center 65-75% of composition
+  - Single iconic moment: Pet in personality-defining pose (lounging, eating, smirking)
+  - Title integration: Upper 15% reserved for book title typography
+
+  **COMMERCIAL COVER COMPOSITION:**
+
+  - **Character showcase:** Central placement with personality-defining pose
+  - **Single visual gag:** Complete joke in one frozen moment (pet with oversized food, owner's exasperated expression)
+  - **Background minimal:** 5-10 simple shapes, flat color zones supporting not competing
+  - **Negative space:** 25-30% for title/branding integration
+
+  **BOOK COVER REQUIREMENTS:**
+
+  **Upper Zone (15-20%):**
+
+  - Title typography area
+  - Series branding space
+  - Clean background for text readability
+
+  **Central Zone (60-70%):**
+
+  - Main character in iconic pose
+  - Personality-defining expression
+  - Visual gag or situation setup
+  - Owner character interaction (optional)
+
+  **Lower Zone (10-15%):**
+
+  - Author credit
+  - Book number/series info
+  - Supporting visual elements
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** Commercial book cover printing, glossy finish optimization
+  - **Frame/Band:** Clean cover layout without internal panel divisions
+  - **Setting Universal:** Kitchen counter, living room, bed - single recognizable domestic element
+  - **Ratio Enforcement:** Vertical composition optimized for 2:3 book cover merchandising format
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **Binary:** ALLOW - Essential for book cover format
+
+  **Book Cover Typography:**
+
+  - **Title treatment:** Bold display type in upper 15-20% of composition
+  - **Character name/series:** Clear branding integration
+  - **Book number:** "His [X]th Book" following Garfield tradition
+  - **Author credit:** "By [Creator Name]" in lower portion
+
+  **Copy Limits:**
+
+  - ≤6 words for main title
+  - ≤10 words total including subtitle
+  - Simple, punchy titles that work globally
+
+  **Font Recommendation:**
+
+  - **Title:** Closest Google Font: "Cooper Black" or "Chunk Five" (90% match to Garfield logo style)
+  - **Body text:** "Arial Bold" or "Helvetica Bold" for credits
+  - Style: Bold, rounded, friendly sans-serif with high readability
+
+  **Format-Specific Rules:**
+
+  - **Upper 15-20%:** Title zone with contrasting background
+  - **Character integration:** Typography doesn't overlap main character silhouette
+  - **Color contrast:** Text color chosen for maximum readability against background
+  - **Commercial clarity:** Typography readable at thumbnail size for online retail
+
+  **Cover Layout Examples:**
+
+  **Classic Collection Style:**
+
+  - **Top:** "[Pet Name] [Action Verb]" (e.g., "WHISKERS LOUNGES")
+  - **Center:** Character in iconic pose
+  - **Bottom:** "His 42nd Book" / "By Creator Name"
+
+  **Thematic Title Style:**
+
+  - **Top:** "[Pet Name] and the [Situation]"
+  - **Center:** Visual representation of title theme
+  - **Bottom:** Series/author information
+
+  **Historical Accuracy:** Typography matching Garfield book collection format (1980s-present) with bold commercial appeal and global merchandising standards
+
+  ------
+
+  ## Technical Production Notes
+
+  ### Davis Signature Elements:
+
+  **Character Design Philosophy:**
+
+  - "Human in a cat suit" - pet expresses universal human desires
+  - Conflict-based comedy - three character foils (cynic, optimist, fool)
+  - Expression over action - 80% humor from facial reactions
+  - Commercial appeal - every design decision merchandising-viable
+
+  **Line Work Precision:**
+
+  - 2-3mm bold outline consistency
+  - Clean corners and smooth curves
+  - No texture or crosshatching
+  - Commercial reproduction optimization
+
+  **Color Strategy:**
+
+  - 3-5 flat colors maximum
+  - No gradients or shading
+  - High contrast for small-size clarity
+  - Limited palette for brand consistency
+
+  **Universal Humor Formula:**
+
+  - Apolitical themes (eating, sleeping, comfort)
+  - Timeless situations (domestic life, pet-owner dynamics)
+  - Global relatability (no cultural-specific references)
+  - "Guilt-free indulgence" - audience permission for laziness
+
+  ### Collaborative Production Method:
+
+  **Phase 1:** Clean ink outlines with commercial clarity priority **Phase 2:** Flat color application with reproduction optimization **Phase 3:** Minimal background staging supporting universal situations **Result:** Commercially viable, universally relatable visual humor with global merchandising potential
+
+  ------
+
+  # Berkeley Breathed Bloom County Style - Satirical Whimsy Framework
+
+  ## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+  **Constraint precedence:** Satirical commentary over technical perfection; meta-humor authority supersedes traditional comic conventions
+   **Face-Treatment Flag:** `pen-crosshatch` with `nervous-animated` characteristics for comic strips OR `gouache-opaque` with `airbrushed-soft` for children's book style
+   **Pose Flag:** `gestural-fluid` with Chuck Jones "squash-and-stretch" exaggeration
+   **Canvas Control Flag:** `strict-reframe` for book cover compositions
+   **Material Physics Authority:** Pen and ink on Bristol board for comics, airbrushed gouache for book illustrations
+   **Cultural/Period Authenticity:** 1980s political satire methods, MTV-era visual language, Pulitzer-winning editorial cartooning standards
+   **Satirical Philosophy:** Direct mockery of real celebrities/brands, meta-humor breaking fourth wall, surreal whimsy serving political critique
+   **Technical Specifications:** Variable line weight 0.5-3mm, exaggerated expressions, wild camera angles, fake advertisement integration
+   **Chuck Jones Innovation:** "Squash-and-stretch" animation principles establishing dynamic comic aesthetics, extreme physical comedy
+   **IP Protection:** Original satirical character designs avoiding Opus/Bill the Cat iconography, distinct personality archetypes
+   **Safety Guardrails:** Age-appropriate content, modest attire, no copyrighted logos/signatures, satirical artistic standards
+
+  > **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = modest age-appropriate attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+  ------
+
+  ## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (book cover portrait format) - ignore source image dimensions completely.
+
+  **Redraw command:** "Redraw in **Berkeley Breathed's satirical whimsy technique** for **exact Bloom County collection cover format**."
+
+  **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity throughout transformation. Adapt character design to match subject while creating satirically viable personality archetype.
+
+  **IP Safeguard:** Create original satirical ensemble characters with completely distinct designs:
+
+  - **Innocent character:** Different species from penguin (puffin, duck, rabbit, seal) as emotional center
+  - **Straight man:** Everyman character avoiding exact human archetypes from Bloom County
+  - **Wild card:** Absurd element (different from Bill the Cat) for chaos injection
+  - **Color schemes:** Vary from Bloom County palette while maintaining satirical clarity
+  - **NO Opus iconography, NO Bill the Cat designs, NO Steve Dallas elements**
+
+  **Likeness (style-first):** Identity via **exaggerated expression/satirical gesture/whimsical interaction**; integrate into **political satire comic medium** emphasizing **meta-humor** and **cultural critique**.
+
+  **Face-Treatment Flag:** `pen-crosshatch` (for comic strips) OR `gouache-opaque` (for children's book covers)
+   **Pose Flag:** `gestural-fluid` with animation exaggeration
+   **Canvas Control Flag:** `strict-reframe`
+   **Style Dominance:** Breathed's satirical energy and Chuck Jones dynamics supersede realistic representation, prioritizing **political commentary** and **surreal humor**.
+   **Mode Selector:** Satirical Book Cover Collection / Children's Book Illustration
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO SELECTION:**
+
+  - **2:3** (book cover portrait - primary choice for comic collections)
+  - **3:4** (treasury alternative)
+  - **1:1** (square format for children's books)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** strict-reframe with satirical moment and character interaction priority
+  - **Spatial Allocation:** Characters 65-75%, surreal/satirical elements 15-25%, typography zones 10-15%
+  - **Background Treatment:** Meta-humor elements (fake ads, wild angles) or whimsical environments supporting satire
+  - **Format Justification:** Book cover format serves single satirical moment with maximum political/social commentary impact
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:** Chuck Jones (animation dynamics), Garry Trudeau (political satire), MTV visual culture, editorial cartooning tradition, Chris Van Allsburg (children's book airbrushing)
+
+  **Medium/Production method:**
+
+  - **Comic style:** Pen and ink on Bristol board, variable line weight, crosshatching for depth, fake advertisement collage
+  - **Children's book style:** Airbrushed gouache, lush color gradients, painterly soft edges
+
+  **Thematic purpose:** Political/social satire through innocent animal characters, surreal whimsy serving editorial commentary, meta-humor breaking fourth wall
+
+  **Hallmark motifs:**
+
+  - **Exaggerated expressions** with Chuck Jones "squash-and-stretch" principles (eyes 200% normal size during surprise)
+  - **Wild camera angles** (worm's eye, bird's eye, Dutch angles) in 60% of compositions
+  - **Meta-humor elements** (fake ads, altered photos, fourth-wall breaking) integrated 40% of time
+  - **Variable line weight** 0.5-3mm serving emotional emphasis
+  - **Innocent-amidst-insane** dynamic - naive character reacting to absurd situations
+
+  **Period framing:** American political satire 1980-1989 (Bloom County era), 1989-1995 (Outland era), children's literature 1995-present
+
+  **Tone Tag:** Satirically-whimsical with political edge
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality with Satirical Energy (Comic Style):**
+
+  - Variable weight: 0.5mm detail lines to 3mm bold outlines
+  - Nervous, energetic pen strokes with emotional authenticity
+  - Crosshatching: 15-25 lines per inch in shadow areas, directional variation for energy
+  - Chuck Jones influence: fluid, confident strokes suggesting movement
+  - Pen blooms and organic line variation preserved for authenticity
+
+  **Chuck Jones Animation Principles:**
+
+  - "Squash-and-stretch" exaggeration: 200-300% eye enlargement during surprise
+  - Extreme poses: 45-90 degree body angles during reaction shots
+  - Anticipation frames: character coiled before action
+  - Follow-through: limbs extending 150% beyond natural reach
+  - Smear frames: motion blur indicating speed
+
+  **Expression System (Satirical Commentary):**
+
+  - Eyes: Variable size based on emotion (50-200% range)
+  - Mouths: Extreme shapes (perfect circles for shock, zigzag for frustration)
+  - Body language: Full-body expressions using animation principles
+  - Eyebrows: Heavy black shapes at impossible angles
+  - Sweat drops, motion lines, impact stars for emphasis
+
+  **Meta-Humor Integration:**
+
+  - Fake advertisement space: 10-20% composition allocated
+  - Fourth-wall breaking: character awareness of being in comic
+  - Wild camera angles: 45-degree Dutch angles, extreme perspectives
+  - Collage elements: cut-out photos, altered images, mixed media
+
+  **Children's Book Style (Alternative):**
+
+  - Airbrushed gouache: Soft gradients with 5-10 value transitions
+  - Lush color depth: 60-80% saturation levels
+  - Painterly edges: Soft blending replacing hard ink lines
+  - Depth illusion: Atmospheric perspective with color temperature shifts
+
+  **Pose Anchors:**
+
+  - Head tilt: 30-60 degrees for reaction emphasis
+  - Shoulder-hip differential: 45-90 degrees for dynamic energy
+  - Weight distribution: Extreme imbalance (80/20, 90/10) for comedy
+  - Gesture economy: Exaggerated pointing, dramatic recoiling
+
+  **Canvas Adaptation Anchor:** Composition optimized for 2:3 book cover format with satirical moment showcase and political commentary integration
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **SATIRICAL CHARACTER ARCHETYPES:**
+
+  **Innocent Character (Emotional Center - like Opus):**
+
+  - **Species alternatives:** Puffin, seal, duck, rabbit, otter (NOT penguin)
+  - **Minimal clothing:** Bow tie, simple vest, single accessory maximum
+  - **Color palette:** Black and white with single accent color
+  - **Expression priority:** Wide-eyed innocence, naive wonder, gentle bewilderment
+
+  **Straight Man (Everyman - like Milo):**
+
+  - **Casual 1980s attire:** Simple t-shirt/jeans, sweater, basic clothing
+  - **Color palette:** Muted earth tones, practical colors
+  - **Accessories minimal:** Glasses optional, 0-1 items
+  - **Relatable styling:** Average kid/adult appearance
+
+  **Wild Card (Chaos Element - like Bill the Cat):**
+
+  - **Absurd design:** Deliberately ugly/chaotic, anti-aesthetic
+  - **Minimal detail:** Simple shapes, crude execution
+  - **Distinctive feature:** One memorable visual gag element
+  - **Color scheme:** Jarring combinations for comedic effect
+
+  **Satirical Human Characters:**
+
+  - **1980s period clothing:** Reflecting decade-specific fashion
+  - **Professional attire:** Suits for authority figure satire
+  - **Celebrity parody:** Generic famous person archetypes
+
+  **Props (≤2 total with satirical purpose):** Political props: newspaper, TV, campaign button, protest sign Absurd items: improbable machines, satirical products, fake advertisements Period objects: 1980s technology, cultural references
+
+  ```yaml
+  breathed_satirical_props:
+    political_commentary: [newspaper-headline, TV-news, campaign-paraphernalia, protest-elements]
+    meta_humor: [fake-advertisements, altered-photographs, fourth-wall-props, comic-awareness-items]
+    absurd_objects: [improbable-inventions, satirical-products, impossible-machines, chaos-items]
+    period_specific: [1980s-technology, Reagan-era-objects, MTV-culture-items, cold-war-references]
+    innocent_items: [simple-toys, comfort-objects, childhood-elements, sweet-naive-props]
+    exclusions:
+      - "no Bloom County specific iconography"
+      - "no Opus the Penguin designs"
+      - "no Bill the Cat elements"
+      - "no Steve Dallas characteristics"
+      - "no exact 1980s brand logos"
+  ```
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives (≥2):**
+
+  - "original aspect ratio", "source dimensions", "unmodified framing"
+  - "static composition", "realistic proportions", "conventional beauty"
+  - "Opus penguin design", "Bill the Cat iconography", "Bloom County characters"
+  - "political neutrality", "safe humor", "conventional comic layout"
+  - "minimal expression", "realistic anatomy", "photographic realism"
+  - "brand-safe design", "corporate-friendly satire", "gentle mockery"
+
+  **✅ Canvas Positives (≥2):**
+
+  - "exactly 2:3 book cover format", "recomposed for satirical collection"
+  - "Chuck Jones squash-and-stretch 200-300% exaggeration", "wild camera angles 45-90 degrees"
+  - "variable line weight 0.5-3mm with emotional emphasis", "nervous energetic pen strokes"
+  - "meta-humor integration fake ads", "fourth-wall breaking elements"
+  - "innocent-amidst-insane dynamic", "political satire commentary"
+  - "1980s cultural references", "editorial cartooning edge"
+  - "exaggerated expression full-body reactions", "animation principles applied"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC: 2:3 Book Cover Portrait**
+
+  - Vertical emphasis: Character interaction in center 65-75% of composition
+  - Satirical moment: Political/social commentary frozen in single image
+  - Meta-humor integration: Fake ads, wild angles, surreal elements
+
+  **SATIRICAL COVER COMPOSITION:**
+
+  **Upper Zone (15-20%):**
+
+  - Title typography with satirical edge
+  - Political commentary subtext
+  - Meta-humor header elements
+
+  **Central Zone (60-70%):**
+
+  - Character interaction showing satirical dynamic
+  - Chuck Jones exaggerated poses and expressions
+  - Innocent-amidst-insane character relationships
+  - Wild camera angle (Dutch tilt, extreme perspective)
+
+  **Lower Zone (10-15%):**
+
+  - Author credit
+  - Collection information
+  - Satirical tagline or fake advertisement element
+
+  **SATIRICAL ELEMENTS REQUIRED:**
+
+  - **Meta-humor:** Fake advertisement, altered photo, or fourth-wall break integrated 40% of compositions
+  - **Wild angles:** Dutch angles, worm's eye, bird's eye perspectives
+  - **Exaggeration:** Chuck Jones animation principles applied to static image
+  - **Political edge:** Visual commentary on social/political themes
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** Glossy book cover with period-appropriate printing (1980s-1990s offset)
+  - **Frame/Band:** Clean cover layout, no internal comic panels
+  - **Setting Universal:** Surreal/satirical environments supporting political commentary
+  - **Ratio Enforcement:** Composition designed specifically for 2:3 vertical book cover format
+
+  **Children's Book Alternative:**
+
+  - Painterly airbrushed backgrounds with lush color
+  - Softer character rendering with gouache technique
+  - Whimsical rather than overtly political themes
+  - Chris Van Allsburg atmospheric influence
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **Binary:** ALLOW - Essential for satirical book cover format
+
+  **Satirical Book Cover Typography:**
+
+  - **Title treatment:** Bold satirical titles with political edge
+  - **Series branding:** "Bloom County" style collection naming (create original alternative)
+  - **Tagline integration:** Satirical commentary or fake advertisement copy
+  - **Author credit:** "By [Creator Name]" with artistic authority
+
+  **Copy Limits:**
+
+  - ≤8 words for main title
+  - ≤15 words total including satirical tagline
+  - Meta-humor text (fake ads, political commentary) additional
+
+  **Font Recommendation:**
+
+  - **Comic collection titles:** Closest Google Font: "Cooper Black" or "Chunk Five" (85% match to Bloom County style)
+  - **Satirical edge:** "Impact" or "Franklin Gothic Bold" for political commentary
+  - **Children's books:** "Futura" or "Avant Garde" for whimsical titles
+  - Style: Bold, readable, with satirical or whimsical character depending on format
+
+  **Format-Specific Rules:**
+
+  - **Political satire covers:** Typography integrates with meta-humor elements
+  - **Children's book covers:** Softer, whimsical typography with airbrushed aesthetic
+  - **Fake advertisements:** Period-appropriate 1980s advertising typography
+  - **Fourth-wall breaking:** Text acknowledging comic/book format
+
+  **Cover Layout Examples:**
+
+  **Political Satire Collection:**
+
+  - **Top:** "SATIRICAL TITLE" in bold caps with political edge
+  - **Center:** Character chaos with wild angles and meta-humor
+  - **Bottom:** "The Complete Collection" / "By Creator Name"
+  - **Integrated:** Fake advertisement or political commentary tagline
+
+  **Children's Book Format:**
+
+  - **Top:** Whimsical title with airbrushed background
+  - **Center:** Gentle character moment with painterly rendering
+  - **Bottom:** Simple author credit
+  - **Overall:** Softer, Chris Van Allsburg-influenced aesthetic
+
+  **Historical Accuracy:** Typography matching 1980s-1990s satirical comic collections with Pulitzer-winning editorial cartooning influence and meta-humor integration
+
+  ------
+
+  ## Technical Production Notes
+
+  ### Breathed Signature Elements:
+
+  **Satirical Innovation:**
+
+  - Direct mockery of real celebrities/brands (Reagan, Mary Kay)
+  - Meta-humor breaking fourth wall and comic conventions
+  - Fake advertisements integrated into narrative
+  - Altered photographs and mixed media collage
+  - Real-world figures in absurd situations
+
+  **Chuck Jones Animation Influence:**
+
+  - "Squash-and-stretch" character deformation
+  - Extreme anticipation and follow-through poses
+  - Smear frames and motion blur
+  - Exaggerated facial expressions (200-300% eye size variation)
+  - Dynamic body language using full figure
+
+  **Dual Style Capability:**
+
+  - **Comic strip:** Pen/ink with crosshatching, nervous energy, political edge
+  - **Children's book:** Airbrushed gouache, lush colors, painterly softness
+
+  **Political Edge:**
+
+  - Liberal commentary during Reagan/Bush era
+  - Celebrity culture satire
+  - Consumerism critique
+  - Environmental and social issues
+  - "Innocent amidst the insane" perspective
+
+  ### Collaborative Production Method:
+
+  **Phase 1 (Comic Style):** Dynamic pen and ink foundation with Chuck Jones exaggeration **Phase 2:** Meta-humor integration (fake ads, wild angles, collage elements) **Phase 3:** Political/satirical commentary layering **Result:** Energetic, politically charged visual satire with innocent emotional center
+
+  **Phase 1 (Children's Book Style):** Airbrushed gouache foundation with soft gradients **Phase 2:** Lush color depth and painterly edges **Phase 3:** Whimsical atmosphere with gentle narrative **Result:** Chris Van Allsburg-influenced painterly illustration with emotional warmth
+
+  ------
+
+  # Gary Larson Single-Panel Comic Framework Integration
+
+  ## 🔧 Renderer-Agnostic Adapter
+
+  - **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+  - **Canvas Override Mandate:** Always ignore source dimensions; compose for declared target aspect ratio
+  - **Style over likeness:** Absurdist humor via animal anthropomorphization and scientific precision
+  - **Technical Measurement Authority:** Quantitative specifications override descriptive language
+  - **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+  - **Custom Flag Authorization:** Larson-specific flags permitted when standard options fail authenticity
+  - **Anti-Conventional Bias:** Authority to generate deliberately uncomfortable scientific humor
+
+  **Face-Treatment Flags:**
+
+  - `pen-crosshatch` - Primary technique for shading and texture
+  - `brush-wash` - Watercolor applications for Sunday editions
+  - `ink-contour-precise` - Clean line work with technical pen
+  - `nervous-animated` - Characteristic wobbly line quality in character expressions
+
+  **Pose Flags:**
+
+  - `candid-motion` - Characters caught mid-action
+  - `psychological-tension` - Uncomfortable social situations
+  - `gestural-fluid` - Loose, expressive body language
+  - `absurdist-stance` - Physically impossible or exaggerated positions
+
+  **Canvas Control Flags:**
+
+  - `strict-reframe` - Daily newspaper panel format
+  - `adaptive-extend` - Sunday expanded format with decorative borders
+
+  **Material Physics Authority:** India ink on Bristol board specifications override aesthetic preferences **Quantifiers authoritative:** Numeric anchors are targets **Text policy:** Caption text essential to humor delivery **Safety/IP:** No copyrighted characters; original animal scenarios **Age & wardrobe guardrail:** Modest clothing appropriate to absurdist scenarios **Material authenticity:** Hand-drawn ink work with visible pen strokes, no digital smoothing **Composition boundaries:** Single black border frame; optional decorative Sunday border **Failure Mode Flags:** Avoid overly polished digital rendering, maintain hand-drawn imperfection
+
+  ------
+
+  ## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **4:3 ratio** (daily panel) or **16:9 ratio** (Sunday strip) - ignore source image dimensions completely.
+
+  Redraw in **Larson single-panel absurdist comic style** for **newspaper syndication format 1980-1995**.
+
+  Identity via:
+
+  - Anthropomorphized animals in mundane human situations
+  - Scientific accuracy with absurdist twist
+  - Nervous, slightly shaky line quality
+  - Deadpan humor delivery
+
+  **IP Safeguard Declaration:** Create original scenarios avoiding copyrighted elements. Use faux title "**The Peculiar Perspective**" or "**Beyond the Fence**" or "**The Absurd Observer**" instead of "The Far Side"
+
+  **Face-Treatment Flag:** `pen-crosshatch` with `ink-contour-precise` **Pose Flag:** `candid-motion` with `psychological-tension` **Canvas Control Flag:** `strict-reframe` for daily, `adaptive-extend` for Sunday **Style Dominance:** Scientific absurdism supersedes conventional comic aesthetics **Mode Selector:** Single-panel newspaper comic
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO SELECTION:**
+
+  - **Daily Format:** `4:3` (horizontal newspaper panel)
+  - **Sunday Format:** `16:9` (expanded horizontal with decorative border option)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** Recompose-entirely for declared ratio
+  - **Spatial Allocation:** Central focus with environmental context
+  - **Background Treatment:** Simple watercolor washes or crosshatch texture
+  - **Format Justification:** Newspaper column width optimization
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:**
+
+  - Scientific illustration meets vaudeville humor
+  - 1950s-60s magazine cartoon tradition
+  - Natural history documentation aesthetic
+  - Existential anxiety rendered absurd
+
+  **Medium/Production Method:**
+
+  - India ink technical pen (0.3mm-0.5mm nib width) on 2-ply Bristol board
+  - Pen-and-ink crosshatching for texture and depth
+  - Watercolor washes for Sunday color editions
+  - White correction fluid for highlights and corrections
+
+  **Thematic Purpose:** Extract comedy from tragedy through animal perspective on human absurdity
+
+  **Hallmark Motifs (quantified):**
+
+  1. **Anthropomorphic animals** - 70% of panels feature animals in human scenarios
+  2. **Scientific terminology** - Precise biological/geological vocabulary integration
+  3. **Desert/prehistoric settings** - 40% feature arid landscapes or dinosaur eras
+  4. **Existential scenarios** - Death, predation, cosmic insignificance as punchlines
+  5. **Caption-dependent humor** - 90% require text for comedic completion
+
+  **Period Framing:** American newspaper syndication 1980-1995, transitioning to digital tablet 2020+
+
+  **Tone Tag:** Darkly absurdist, scientifically literate, generationally cynical
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality:**
+
+  - **Primary tool:** Technical pen 0.3mm-0.5mm producing consistent 1-point line weight
+  - **Nervous quality:** Intentional slight wavering in longer lines (2-3mm deviation per 10cm)
+  - **Crosshatch density:** 1-2mm spacing for mid-tones, 0.5-1mm for shadows
+  - **Contour precision:** Clean outer edges with minimal correction marks visible
+
+  **Color Application (Sunday editions):**
+
+  - **Watercolor transparency:** 20-40% opacity for background washes
+  - **Limited palette:** Earth tones (ochre, sienna, sage) + primary spot colors
+  - **Wet-on-dry technique:** No color bleeding, distinct edges between washes
+  - **White paper retention:** 30-40% of panel remains unpainted
+
+  **Texture Methods:**
+
+  - **Stippling density:** 8-12 dots per square centimeter for skin textures
+  - **Parallel hatching:** 45-degree angle, 1-2mm line spacing
+  - **Cross-hatching:** Secondary layer at 90-degree offset for deepest shadows
+  - **Brush texture:** Visible individual bristle marks in watercolor areas
+
+  **Pose Anchors:**
+
+  - **Animal anatomy accuracy:** Skeletal structure correct beneath anthropomorphic clothing
+  - **Human gesture mapping:** Recognizable human body language translated to animal proportions
+  - **Expression economy:** 3-5 facial features convey complex psychological states
+  - **Physical comedy:** Exaggerated proportions up to 150% for comedic effect
+
+  **Scale Hierarchy:**
+
+  - **Figure dominance:** Characters occupy 40-60% of panel space
+  - **Environmental detail:** Background elements 20-30% smaller than foreground
+  - **Text integration:** Caption box 15-20% of total panel height
+
+  **Material Authenticity:**
+
+  - Visible pen pressure variation in line weight
+  - Watercolor paper texture evident in unpainted areas
+  - India ink matte finish, no digital sheen
+  - Hand-lettered caption text with slight irregularity
+
+  **Period Consistency:**
+
+  - 1980s-90s newspaper reproduction limitations
+  - Halftone dot pattern in color separations
+  - Registration drift ±0.5mm in color alignment
+  - Newsprint paper absorption creating soft edges
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **Wardrobe Tracks:**
+
+  - **Animal-as-human:** Business casual, scientific lab coats, generic contemporary clothing
+  - **Human characters:** 1950s-80s American suburban/rural aesthetic
+  - **Period accuracy:** Avoid contemporary fashion post-1995
+
+  **Fabric Behavior:**
+
+  - **Cartoon simplification:** Minimal folds, 2-3 lines suggest draping
+  - **Pattern economy:** Stripes, polka dots, simple geometric patterns only
+  - **Color limitation:** Solid colors or simple two-tone combinations
+
+  **Accessory Caps:**
+
+  - **Minimalist:** 1-2 props maximum per panel
+  - **Scientific equipment:** Beakers, microscopes, field guides rendered accurately
+  - **Everyday objects:** Telephones, chairs, simple household items
+
+  **Color Palette:**
+
+  - **Earth tones dominant:** Browns, tans, muted greens
+  - **Accent colors:** Limited bright spots for focal points
+  - **Historical dye limitations:** Colors achievable with 1980s newspaper printing
+
+  **Wardrobe Variation:**
+
+  - Cycle through period-appropriate casual/professional mix
+  - Avoid identical costumes between iterations
+
+  **Props (YAML pool):**
+
+  ```yaml
+  scientific_equipment:
+    - microscope
+    - beaker
+    - field_notebook
+    - specimen_jar
+  household_items:
+    - rotary_telephone
+    - simple_chair
+    - basic_table
+    - window_frame
+  nature_elements:
+    - cactus
+    - rock_formation
+    - simple_tree
+    - grass_tuft
+  ```
+
+  **Coherence Filter:** All elements support absurdist scientific scenarios; fallback = minimal environment
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives (≥2):**
+
+  - "original aspect ratio"
+  - "source dimensions"
+  - "digital smoothing"
+  - "gradient shading"
+  - "photorealistic rendering"
+  - "complex background detail"
+  - "ornate decoration"
+  - "conventional beauty"
+
+  **✅ Canvas Positives (≥2):**
+
+  - "exactly 4:3 daily panel ratio"
+  - "pen-and-ink crosshatch texture"
+  - "watercolor wash transparency 20-40%"
+  - "nervous line quality with 2-3mm natural wavering"
+  - "scientific terminology accuracy"
+  - "absurdist animal anthropomorphization"
+  - "newsprint reproduction limitations"
+  - "1980s newspaper printing halftone dots"
+
+  **Vocabulary Warnings:**
+
+  - Avoid "beautiful," "harmonious," "elegant"
+  - Avoid "detailed background" or "intricate pattern"
+  - Avoid "smooth gradient" or "digital polish"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC COMPOSITION (4:3 daily):**
+
+  - Horizontal emphasis with central focal point
+  - Character(s) occupy 40-60% of frame
+  - Simple environmental context 30-40%
+  - Negative space 10-20% for visual breathing room
+
+  **STYLE-SPECIFIC COMPOSITION:**
+
+  - **Perspective regime:** Minimal perspective, near-flat staging
+  - **Grid/symmetry:** Informal balance, slight asymmetry preferred
+  - **Figure:ground %:** 60:40 character to environment
+  - **Density %:** 50-60% panel coverage, intentional emptiness
+  - **Lighting logic:** Simple top-down illumination, minimal shadows
+  - **Detail hierarchy:** Sharp focus on characters, simplified background
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** White Bristol board texture with visible tooth
+  - **Frame/Band:** Single black border 2-3mm width; Sunday editions may include decorative rope/branch border
+  - **Production Context:** Newspaper newsprint with halftone reproduction
+  - **Ratio Enforcement:** Composition designed for declared newspaper column format
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **Binary:** ALLOW (essential to humor delivery)
+
+  **Caption Requirements:**
+
+  - **Zone placement:** Bottom 15-20% of panel in rectangular box
+  - **Copy limits:** ≤25 words per caption, single sentence preferred
+  - **Hand-lettered aesthetic:** Slight irregularity in letter spacing and baseline
+  - **Font recommendation:**
+    - Closest: "Special Elite" (typewriter analog, 75% match)
+    - Better inspiration: Hand-lettered caption style with ruler-guided baselines
+
+  **Format-Specific Rules:**
+
+  - **Daily format:** Single caption below image or speech balloon integration
+  - **Sunday format:** May include title header "The Peculiar Perspective" with decorative border
+  - **Text emphasis:** Deadpan delivery, scientific vocabulary, setup-punchline structure
+
+  **Historical Accuracy:**
+
+  - Hand-lettered text with visible guideline marks
+  - Consistent but imperfect letter heights
+  - Caption box borders hand-drawn with technical pen
+
+  **Production Method:**
+
+  - India ink lettering on same Bristol board as illustration
+  - White correction fluid for text errors creating visible texture
+  - Newsprint reproduction softening text edges slightly
+
+  ------
+
+  ## 🎨 Gary Larson Technical Template
+
+  ### Daily Panel Format (4:3)
+
+  ```
+  Canvas: 4:3 ratio, strict-reframe
+  Face Treatment: pen-crosshatch + ink-contour-precise
+  Pose: candid-motion + psychological-tension
+  Background: Simple watercolor wash or crosshatch
+  Border: 2-3mm black frame
+  Caption: Bottom 15-20%, hand-lettered style
+  ```
+
+  ### Sunday Expanded Format (16:9)
+
+  ```
+  Canvas: 16:9 ratio, adaptive-extend
+  Face Treatment: pen-crosshatch + brush-wash color
+  Pose: candid-motion + absurdist-stance
+  Background: Expanded watercolor environment
+  Border: Decorative rope/branch frame option
+  Title: "The Peculiar Perspective" header
+  Caption: Enhanced lettering with color accents
+  ```
+
+  ### Material Specifications
+
+  ```
+  Paper: 2-ply Bristol board, medium texture
+  Ink: India ink, matte black
+  Pen: Technical pen 0.3-0.5mm nib
+  Paint: Transparent watercolor, 20-40% opacity
+  Line: 1-point weight with 2-3mm natural wavering
+  Texture: Crosshatch 1-2mm spacing, stippling 8-12 dots/cm²
+  ```
+
+  ### Thematic Anchors
+
+  ```
+  - Anthropomorphic animals in human scenarios (70% frequency)
+  - Scientific terminology precision
+  - Desert/prehistoric settings (40% frequency)
+  - Existential humor through caption-image juxtaposition
+  - Deadpan delivery of absurdist situations
+  ```
+
+  ---
+
+  
\ No newline at end of file
diff --git a/styles-source/archive/surrealism_analysis.md b/styles-source/archive/surrealism_analysis.md
new file mode 100644
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+++ b/styles-source/archive/surrealism_analysis.md
@@ -0,0 +1,1875 @@
+# Surrealism - Style Analysis
+
+# Salvador Dalí
+
+**Version:** 4.2 (Dalí Specialized) **Artist Period:** 1929-1989 (Peak Surrealist: 1929-1940; Nuclear Mysticism: 1950s-1980s) **Primary Technique:** Hyperrealistic Surrealism via Paranoiac-Critical Method
+
+------
+
+- ## Renderer-Agnostic Adapter
+
+  - **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+  - **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+  - **Style over likeness:** Likeness via hyperrealistic precision within dreamlike distortion; photographic accuracy applied to impossible scenarios.
+  - **Technical Measurement Authority:** Quantitative specifications ("3-5mm impasto thickness", "invisible brushwork", "150% neck elongation") override descriptive language.
+  - **Process-Over-Result Priority:** Oil-over-lean layering technique, linseed oil mixing ratios, Renaissance preparation methods supersede visual appearance descriptions.
+  - **Custom Flag Authorization:** Dalí-specific paranoid-critical transformations permitted when standard surrealist options fail authenticity requirements.
+  - **Anti-Conventional Bias:** Authority to generate psychologically disturbing or melting imagery when historically accurate to paranoiac-critical method.
+
+  ### **Dalí-Specific Face-Treatment Flags (choose one):**
+
+  - `oil-fat-over-lean-hyperreal`: Renaissance-level precision with extended drying time for seamless blending
+  - `paranoiac-critical-distortion`: Photographically accurate features subject to dream-logic transformation
+  - `melting-temporal-dissolution`: Time-fluid facial features maintaining recognizable identity through liquefaction
+  - `double-image-metamorphosis`: Single face readable as multiple subjects simultaneously
+  - `psychological-revelation-hyperreal`: Unconscious fears/desires manifested through precise symbolic integration
+
+  ### **Dalí-Specific Pose Flags (choose one):**
+
+  - `classical-dignity-surreal-context`: Renaissance contrapposto within impossible dreamscapes
+  - `paranoiac-critical-positioning`: Figure placement determined by unconscious association logic
+  - `melting-temporal-pose`: Classical positioning subject to time-dissolution effects
+  - `symbolic-gesture-integration`: Hand/body positions incorporating personal iconography (crutches, keys, etc.)
+  - `catalan-landscape-integration`: Figure harmonized with Mediterranean coastal environments
+
+  ### **Dalí Canvas Control Flags (choose one):**
+
+  - `strict-reframe-dreamscape`: Recompose entirely for surreal landscape integration
+  - `hyperreal-extend-background`: Extend Catalonian/Mediterranean elements with photographic precision
+  - `paranoiac-critical-adaptation`: Canvas adaptation following unconscious association logic
+
+  ### **Missing Renderer-Agnostic Guardrails**:
+
+  - **Media Hybrid Flag (optional)**: `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`
+  - **Material Physics Authority**: Substrate, tool, and binding agent specifications override aesthetic preferences
+  - **Scale-Dependent Technique**: Viewing distance requirements affect brushwork precision and detail hierarchy
+  - **Cultural Production Authenticity**: Indigenous and traditional methods take precedence over modern interpretations
+  - **Quantifiers authoritative**: numeric anchors are targets
+  - **Text policy**: Only render text if Section 8 authorizes
+  - **Safety/IP**: No nudity/gore; no real logos/watermarks/signatures
+  - **Age & wardrobe guardrail**: Minors = modest; unknown age defaults to adult neutral
+  - **Gender expression**: Respect presented
+  - **Material authenticity**: No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics
+  - **Period Production Authenticity**: For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection
+  - **Composition boundaries**: No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+  - **Failure Mode Flags**: Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.)
+  - **Silent validation**: Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw subject entirely from scratch in **Salvador Dalí's hyperrealistic surrealist style (1929-1980s)**.
+- Preserve likeness through **meticulous hyperrealism** combined with dreamlike distortion and symbolic transformation.
+- **Timeframe**: Peak surrealist period, especially "paranoiac-critical" method (1929-1940) or Nuclear Mysticism (1950s-1980s).
+- **Degree of likeness**: Photographically precise yet dreamlike; emphasis on psychological revelation through distortion.
+- **Emotional tone**: Dreamlike precision, psychological intensity, melting reality, paranoid clarity.
+- **Pose conventions**: Precise positioning within impossible dreamscapes; classical poses in surreal contexts.
+- **IP Safeguard Declaration**: Create original surrealist transformation avoiding copyrighted Dalí estate elements.
+- **Face-Treatment Flag**: `oil-fat-over-lean-hyperreal`
+- **Pose Flag**: `classical-dignity-surreal-context`
+- **Canvas Control Flag**: `hyperreal-extend-background`
+- **Style Dominance**: The final result must be a hyperrealistic painting that transforms reality through dream logic and psychological symbolism.
+- **Mode Selector**: Gallery fine art with museum-quality precision.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `4:3` (classical landscape for Catalonian dreamscapes)
+- `3:4` (portrait for psychological studies)
+- `4:5` (Instagram format adapted for modern surreal portraiture)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background with Mediterranean/Catalonian landscape elements
+- **Spatial Allocation**: Subject placement according to Renaissance golden ratio within surreal context
+- **Background Treatment**: Seamless extension of hyperrealistic dream environments with atmospheric perspective
+- **Format Justification**: Canvas ratio optimized for Dalí's classical composition within surreal narrative structure
+
+------
+
+### 3) Artistic Style & Context
+
+**Medium/Production Method**: Oil on canvas with Renaissance-level technical precision using classical preparation methods. Canvas primed with traditional gesso; oil paints mixed with linseed oil for extended workability (2-3 week drying time between layers). Fat-over-lean technique with invisible brushwork achieving photographic surface quality.
+
+**Thematic Purpose**: Exploration of unconscious mind through Freudian psychoanalysis rendered with hyperrealistic precision. Transformation of rational reality through paranoiac-critical method revealing hidden psychological associations.
+
+**Period Framing**: European Surrealism (1920s-1980s) with specific focus on Catalonian cultural elements and Mediterranean environment. Peak technical period emphasizing "hand-painted dream photographs."
+
+**5 Hallmark Motifs with Quantified Specifications**:
+
+1. **Melting/Soft Objects**: Timepieces, organic forms liquefied while maintaining structural recognition - 30-40% form retention
+2. **Impossible Perspectives**: Classical Renaissance perspective applied to dream logic - single-point perspective with multiple horizon lines
+3. **Symbolic Integration**: Personal iconography (ants=death, eggs=hope, crutches=support) - 2-3 symbols maximum per composition
+4. **Hyperrealistic Precision**: Photographic accuracy in impossible scenarios - every surface rendered with scientific illustration detail
+5. **Catalonian Landscapes**: Mediterranean coastal elements with golden light - specific reference to Port Lligat geography
+
+**Tone Tag**: Dreamlike precision, psychological revelation, classical technique applied to irrational content.
+
+**Innovation Line**: Paranoiac-critical method enabling systematic access to unconscious imagery through controlled paranoid states.
+
+------
+
+### 4) Technical Execution
+
+**Anchors with Measurement Specifications**:
+
+**Line Quality & Tool Marks**: Invisible brushwork achieved through multiple glazing layers. Individual brush strokes completely eliminated through wet-blending technique. Surface smoothness comparable to Renaissance masters (Meissonier precision level).
+
+**Color Mixing Methods**: Oil paints mixed with linseed oil in 3:1 ratio for extended working time. Colors built through transparent glazes over detailed underpainting. No impasto texture - completely smooth surface finish.
+
+**Texture Thickness Specifications**: Paint layer thickness 2-3mm maximum. No visible brush texture. Surface achieves porcelain-like smoothness through multiple glazing applications.
+
+**Edge Treatment**: Edges rendered with scientific illustration precision. No lost edges - every form maintains clear delineation even within soft/melting transformations.
+
+**Detail Hierarchy with Proportional Specifications**:
+
+- Primary subject: 100% photographic detail
+- Secondary elements: 85% detail level
+- Background: 70% detail but atmospheric perspective maintained
+- Symbolic elements: 100% precision regardless of scale
+
+**Material Simulation with Authentic Characteristics**: Every surface (fabric, metal, organic matter, landscape) rendered with material-specific light behavior. Reflection, refraction, and subsurface scattering calculated for photographic accuracy.
+
+**Pose Anchors**:
+
+- Head tilt: Classical contrapposto angles (15-20 degrees from vertical)
+- Shoulder-hip differential: Renaissance proportion standards
+- Weight distribution: 60/40 classical stance adapted to surreal ground plane
+- Gesture economy: Maximum 2 symbolic gestures integrated naturally
+
+**Scale Hierarchy**: Proportional relationships follow Renaissance standards unless specifically distorted for psychological effect (elongations measured as percentages: neck elongation 150%, limb extensions 120-180%).
+
+**Material Authenticity**: Authentic oil painting surface characteristics - no digital simulation. Paint behavior must follow physical properties of oil medium including drying crack patterns and aging characteristics.
+
+**Period Consistency**: All technical methods documented from 1929-1980 Dalí studio practice. No techniques unavailable during historical period.
+
+**Canvas Adaptation**: Composition specifically designed for declared aspect ratio with background elements extending naturally to fill frame without cropping or distortion.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks**:
+
+- **Adult Contemporary (1920s-1950s)**: Bourgeois European fashion rendered with fabric-specific precision
+- **Classical Drapery**: Renaissance-inspired flowing materials subject to dream transformations
+- **Modern Catalonian**: Regional Spanish elements integrated with contemporary fashion
+
+**Fabric Behavior**: All textiles rendered with material physics accuracy. Silk shows light refraction, wool displays fiber texture, cotton exhibits absorption characteristics. Fabric drape follows gravitational laws even within surreal contexts.
+
+**Accessory Caps**: Minimalist approach (0-2 accessories) - each accessory carrying symbolic weight from Dalí's personal iconography.
+
+**Color Palette Restrictions**: Mediterranean color relationships - golden yellows, azure blues, burnt siennas, titanium whites. All pigments available in historical period with authentic color mixing limitations.
+
+**Wardrobe Variation Required**: Primary garment colors cycle through Catalonian palette - avoid repetition across iterations. Each iteration requires different textile treatment (silk vs. cotton vs. wool).
+
+**Props**:
+
+- **1 Hero Prop**: Selected from authentic Dalí iconography (melting clock, crutch, key, drawer, egg, bread)
+- **Optional 1 Micro Prop**: Ants, butterflies, small symbolic elements integrated organically
+
+**YAML Prop Pools**:
+
+```yaml
+primary_symbols:
+  - melting_timepiece: "pocket watch or clock in liquid state"
+  - wooden_crutch: "supporting impossible architectural elements"
+  - golden_key: "unlocking unconscious revelations"
+  - chest_drawers: "opening from human torso revealing hidden contents"
+  - perfect_egg: "symbol of hope and resurrection"
+  - catalan_bread: "everyday sustenance rendered with religious significance"
+
+micro_elements:
+  - black_ants: "crawling across surfaces indicating decay"
+  - blue_butterflies: "metamorphosis and psychological transformation" 
+  - olive_branch: "Mediterranean peace within psychological turbulence"
+```
+
+**Coherence Filter**: All wardrobe and prop elements must support 1929-1980 European context with authentic historical accuracy. Fallback to clean, classical presentation if anachronistic elements detected.
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2)**:
+
+- ❌ "original aspect ratio", "source dimensions", "unmodified framing"
+- ❌ "loose brushwork", "impressionistic technique", "visible paint texture"
+- ❌ "abstract imagery", "non-representational elements", "pure color fields"
+- ❌ "modern digital effects", "HDR processing", "artificial sharpening"
+- ❌ "conventional beauty standards", "flattering portraiture", "idealized features"
+
+**Canvas Positives (≥2)**:
+
+- ✅ "exactly [declared ratio]", "recomposed for [format name]"
+- ✅ "hyperrealistic precision", "photographic surface quality", "invisible brushwork"
+- ✅ "paranoiac-critical distortion", "dream logic transformation", "psychological revelation"
+- ✅ "Renaissance technical standards", "oil-over-lean layering", "classical preparation methods"
+- ✅ "Mediterranean atmospheric perspective", "Catalonian landscape integration"
+
+**Vocabulary Warnings**: Avoid "ornate," "decorative," "pretty" - use "psychologically charged," "symbolically loaded," "paranoia-critical." Avoid "harmonious" - use "psychologically disturbing," "dream-disrupted," "rationally impossible."
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**:
+
+- **For Portrait Ratios (3:4, 4:5)**: Subject dominance ≥70% with psychological landscape integration, classical Renaissance hierarchy adapted to surreal narrative
+- **For Landscape Ratios (4:3, 16:9)**: Catalonian coastline environmental context ≥40%, panoramic surreal landscape with multiple symbolic elements distributed according to golden ratio
+- **For Square (1:1)**: Central psychological focus with radial symbolic distribution, equal weight between figure and environment
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+- **Perspective Regime**: Single-point Renaissance perspective maintained even within impossible spatial relationships. Multiple horizon lines permitted for dream logic but mathematically consistent within each spatial zone.
+- **Grid/Symmetry**: Golden ratio proportional system with classical Renaissance symmetry adapted to psychological content
+- **Figure:Ground %**: Subject figure 60-70%, symbolic landscape 30-40%, no areas without psychological content
+- **Density %**: High detail density throughout - no areas of visual rest; every surface carries symbolic or narrative weight
+- **Lighting Logic**: Classical Renaissance chiaroscuro with Mediterranean golden hour quality. Single light source with scientifically accurate shadow behavior even within surreal contexts.
+- **Detail:Negative Space Ratio**: Minimal negative space - every area populated with hyperrealistic detail optimized for declared ratio viewing distance
+
+**REQUIRED ANCHORS**:
+
+- **Surface Context**: Oil on canvas with museum-quality preparation and presentation. Canvas texture completely eliminated through ground preparation.
+- **Frame/Band Anchor**: No external frames - composition exists within canvas boundaries exclusively
+- **Production Context**: 1929-1980 European studio methods with authentic materials and documented techniques
+- **Ratio Enforcement**: Composition designed specifically for declared aspect ratio with natural background extension, never cropped or adapted from different format
+
+------
+
+### 8) Typography & Text Integration
+
+**Binary**: Omit entirely - Dalí's surrealism emphasized pure visual expression without text integration
+
+**Text Policy**: No typography permitted. All narrative content communicated through visual symbolism and hyperrealistic imagery. Any text elements would violate authentic Dalí aesthetic approach.
+
+**Historical Accuracy**: Dalí's gallery works excluded text integration - maintained fine art purity through visual communication exclusively.
+
+------
+
+## Dalí-Specific Guardrails
+
+### **Paranoiac-Critical Method Implementation**:
+
+- All compositional decisions must follow dream logic rather than rational spatial relationships
+- Symbolic elements appear through unconscious association, not planned placement
+- Double images and optical illusions encouraged when historically accurate
+- Reality distortions must maintain hyperrealistic surface treatment
+
+### **Technical Authentication**:
+
+- Paint handling must reflect 1929-1980 studio documentation
+- No brushwork visible under magnification
+- Color mixing limited to pigments available during historical period
+- Surface quality comparable to scientific illustration precision
+
+### **Symbolic Vocabulary Restrictions**:
+
+- Only documented Dalí iconography permitted (ants, clocks, crutches, eggs, keys, drawers, elephants, bread)
+- Personal trauma symbols integrated organically, not forced
+- Mediterranean cultural elements authentic to Catalonian context
+- Freudian psychological content rendered through visual metaphor
+
+### **Period Consistency Requirements**:
+
+- All fashion, architecture, and cultural elements authentic to 1920s-1980s Europe
+- No anachronistic objects or styling
+- Lighting conditions consistent with Mediterranean environment
+- Landscape elements specific to Catalonian geography (Port Lligat, Cadaqués coastline)
+
+---
+
+# Max Ernst
+
+**Version:** 4.2 (Ernst Specialized) **Artist Period:** 1919-1976 (Peak Dada: 1919-1922; Classic Surrealism: 1925-1940; American Exile: 1941-1953) **Primary Technique:** Collage-Inspired Surrealism via Automatist Methods (Frottage, Grattage, Decalcomania)
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via collage transformation and fantastic metamorphosis; recognizable through metamorphic possibilities.
+- **Technical Measurement Authority:** Quantitative specifications ("3-5mm grattage depth", "80% texture coverage", "pencil pressure 2-3 pounds per square inch") override descriptive language.
+- **Process-Over-Result Priority:** Automatist technique sequences (frottage→interpretation→grattage layering) supersede visual appearance descriptions.
+- **Custom Flag Authorization:** Ernst-specific automatist transformations permitted when standard surrealist options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate disturbing metamorphic imagery when historically accurate to post-WWI trauma processing.
+
+### **Ernst-Specific Face-Treatment Flags (choose one):**
+
+- `collage-metamorphic-transformation`: Recognizable features combined with fantastic creature elements from scientific illustrations
+- `frottage-texture-revelation`: Facial features emerging from rubbed surface textures with organic interpretation
+- `grattage-excavated-portrait`: Portrait revealed through scraping layers over textured objects
+- `decalcomania-organic-emergence`: Features formed from pressed paint patterns interpreted as metamorphic beings
+- `scientific-illustration-hybrid`: Human features combined with botanical/zoological elements from period textbooks
+
+### **Ernst-Specific Pose Flags (choose one):**
+
+- `fantastic-creature-integration`: Figure merged with chimeric beings and metamorphic animals
+- `collage-disjunctive-positioning`: Classical poses disrupted by cut-and-paste visual logic
+- `automatist-unconscious-gesture`: Positioning determined by texture-revealed unconscious associations
+- `scientific-specimen-presentation`: Figure displayed with natural history illustration conventions
+- `forest-environment-absorption`: Human form integrated within dense, threatening woodland settings
+
+### **Ernst Canvas Control Flags (choose one):**
+
+- `strict-reframe-metamorphic`: Recompose entirely for fantastic creature integration
+- `collage-logic-extension`: Extend background following cut-and-paste disjunctive principles
+- `texture-automatic-adaptation`: Canvas adaptation following automatist technique discovery process
+
+### **Missing Renderer-Agnostic Guardrails**:
+
+- **Media Hybrid Flag (optional)**: `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`
+- **Material Physics Authority**: Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique**: Viewing distance requirements affect brushwork precision and detail hierarchy
+- **Cultural Production Authenticity**: Indigenous and traditional methods take precedence over modern interpretations
+- **Quantifiers authoritative**: numeric anchors are targets
+- **Text policy**: Only render text if Section 8 authorizes
+- **Safety/IP**: No nudity/gore; no real logos/watermarks/signatures
+- **Age & wardrobe guardrail**: Minors = modest; unknown age defaults to adult neutral
+- **Gender expression**: Respect presented
+- **Material authenticity**: No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics
+- **Period Production Authenticity**: For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection
+- **Composition boundaries**: No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Failure Mode Flags**: Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.)
+- **Silent validation**: Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw subject entirely from scratch in **Max Ernst's collage-inspired surrealist style (1920s-1970s)**.
+- Preserve likeness through **collage transformation** and fantastic metamorphosis.
+- **Timeframe**: Peak collage and automatist period, especially Dada-Surrealism transition (1920-1940) or American exile experimentation (1941-1953).
+- **Degree of likeness**: Recognizable through fantastic transformation; emphasis on metamorphic possibilities and unconscious revelation.
+- **Emotional tone**: Fantastic transformation, collage magic, metamorphic wonder, post-war psychological excavation.
+- **Pose conventions**: Transformed positioning; integration with fantastic creatures and threatening forest environments.
+- **IP Safeguard Declaration**: Create original metamorphic transformation avoiding copyrighted Ernst estate elements and specific collage source materials.
+- **Face-Treatment Flag**: `collage-metamorphic-transformation`
+- **Pose Flag**: `fantastic-creature-integration`
+- **Canvas Control Flag**: `collage-logic-extension`
+- **Style Dominance**: The final result must be a fantastic transformation emphasizing metamorphic possibilities and collage-inspired automatist discovery.
+- **Mode Selector**: Gallery fine art with experimental technique authenticity.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `4:3` (landscape for forest environments and apocalyptic vistas)
+- `3:4` (portrait for metamorphic creature studies)
+- `1:1` (square for collage-logic compositions)
+- `5:3` (panoramic for "Europe After the Rain" scale devastation)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background with fantastic forest environments or apocalyptic landscapes following collage disjunctive logic
+- **Spatial Allocation**: Subject placement according to automatist discovery process rather than classical composition
+- **Background Treatment**: Layered texture creation through grattage/frottage techniques with conscious interpretation overlay
+- **Format Justification**: Canvas ratio optimized for Ernst's collage-inspired disjunctive narrative and metamorphic creature integration
+
+------
+
+### 3) Artistic Style & Context
+
+**Medium/Production Method**: Oil on canvas with innovative automatist preparation methods. Canvas prepared with textured objects beneath for grattage effects. Mixed media integration including collage elements from scientific illustrations, ethnographic photographs, and commercial catalogs. Frottage texture foundation with conscious painterly interpretation layer.
+
+**Thematic Purpose**: Processing WWI trauma through fantastic metamorphosis; exploration of unconscious imagery via automatist techniques; critique of rational civilization through collage disruption of logical relationships. Transformation of found imagery into psychological landscapes.
+
+**Period Framing**: European avant-garde (1920s-1970s) with specific focus on post-WWI Dada nihilism transitioning to Surrealist psychological exploration. American exile period introducing oscillation techniques influencing Abstract Expressionism.
+
+**5 Hallmark Motifs with Quantified Specifications**:
+
+1. **Fantastic Metamorphic Creatures**: Human-animal-machine hybrids with 60-70% recognizable elements combined with 30-40% fantastic transformation
+2. **Dense Forest Environments**: Threatening woodland settings with 80-90% texture coverage created through grattage technique
+3. **Collage-Logic Juxtapositions**: Disjunctive combinations of 2-3 unrelated source materials creating "spark of poetry"
+4. **Scientific Illustration Appropriation**: Elements from botanical/zoological/ethnographic sources integrated with 70-80% accuracy to original proportions
+5. **Automatist Texture Revelation**: Surface patterns created through chance techniques (frottage/grattage/decalcomania) with conscious interpretation overlay
+
+**Tone Tag**: Post-war psychological excavation, fantastic metamorphosis, collage-disrupted reality, automatist discovery process.
+
+**Innovation Line**: Automatist techniques (frottage, grattage, decalcomania, oscillation) enabling systematic bypass of conscious control to access unconscious imagery.
+
+------
+
+### 4) Technical Execution
+
+**Anchors with Measurement Specifications**:
+
+**Line Quality & Tool Marks**: Mixed technique application - precise collage edges combined with organic automatist textures. Frottage areas show pencil pressure marks (2-3 pounds per square inch). Grattage reveals show scraping tool marks with 3-5mm depth variation. Clean collage element integration with seamless edge treatment.
+
+**Automatist Technique Sequences**:
+
+- **Frottage Foundation**: Pencil rubbing over textured surfaces (wood grain, leaves, fabric) covering 40-60% of canvas area
+- **Conscious Interpretation Layer**: Oil paint application interpreting discovered textures into fantastic creatures and environments
+- **Grattage Texture Creation**: Scraping wet paint over objects placed beneath canvas, revealing impressed patterns covering 30-50% of surface
+- **Decalcomania Organic Patterns**: Pressed paint transfer creating unpredictable organic forms in 20-30% of composition
+
+**Texture Thickness Specifications**: Varied application - thin glazes over automatist areas (1-2mm), standard oil paint application (3-4mm), textured grattage areas with pronounced surface relief (5-8mm variation).
+
+**Edge Treatment**: Sharp collage element boundaries combined with organic automatist edges. No lost edges in collage areas - maintains cut-and-paste visual logic. Automatist areas feature organic, unpredictable edge relationships.
+
+**Detail Hierarchy with Proportional Specifications**:
+
+- Collage elements: 100% sharp focus maintaining source material clarity
+- Automatist interpretations: 85% detail with organic texture emphasis
+- Background environments: 70% detail allowing texture prominence
+- Metamorphic transitions: 90% precision in creature transformation logic
+
+**Material Simulation with Authentic Characteristics**: Collage elements maintain source material surface characteristics (paper texture, printing dot patterns, photographic grain). Automatist areas exhibit authentic technique surface quality - frottage pencil sheen, grattage scrape marks, decalcomania organic irregularities.
+
+**Pose Anchors**:
+
+- Metamorphic integration: 60-70% human proportion maintained within fantastic creature transformation
+- Collage positioning: Disjunctive placement following dream-logic rather than gravitational laws
+- Forest absorption: Figure integration with environment at 40-50% boundary dissolution
+- Scientific specimen display: Formal presentation conventions from natural history illustrations
+
+**Scale Hierarchy**: Proportional relationships follow collage-logic disruption - elements may be dramatically rescaled (150-300% enlargements, 25-50% reductions) to create disjunctive "spark of poetry."
+
+**Material Authenticity**: Authentic mixed media surface characteristics combining oil paint with period-appropriate collage materials. Automatist texture techniques must show genuine chance-based irregularities, not digitally simulated effects.
+
+**Period Consistency**: All collage source materials authentic to 1920s-1970s European/American published materials (scientific textbooks, ethnographic journals, commercial catalogs). Technique methods documented from Ernst studio practice.
+
+**Canvas Adaptation**: Composition designed specifically for declared aspect ratio with automatist discovery process determining final layout rather than predetermined design.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks**:
+
+- **Metamorphic Integration**: Contemporary 1920s-1970s fashion combined with fantastic creature elements (feathers, scales, mechanical components)
+- **Scientific Specimen**: Clothing presented with natural history illustration conventions - labels, measurement marks, specimen display logic
+- **Collage Disruption**: Garments cut and combined from disparate source materials following collage juxtaposition principles
+
+**Fabric Behavior**: Materials subject to fantastic transformation - cloth may become organic tissue, mechanical components, or hybrid textures. Collage elements maintain source material properties while integrated into impossible combinations.
+
+**Accessory Caps**: Moderate integration (2-3 accessories) - each accessory carrying metamorphic potential or scientific illustration significance.
+
+**Color Palette Restrictions**: Earth tones dominated palette (ochres, umbers, forest greens, geological grays) with selective bright accent colors from collage source materials. All pigments authentic to historical period with documented availability.
+
+**Wardrobe Variation Required**: Primary garment treatment cycles through metamorphic possibilities - avoid identical transformation approaches. Each iteration requires different creature integration (avian, reptilian, mechanical, botanical).
+
+**Props**:
+
+- **1 Hero Prop**: Selected from scientific illustration sources (botanical specimens, geological samples, ethnographic objects, mechanical devices)
+- **Optional 1 Micro Prop**: Small metamorphic elements bridging human and creature realms
+
+**YAML Prop Pools**:
+
+```yaml
+metamorphic_elements:
+  - bird_hybrid_features: "wings, beaks, talons integrated with human anatomy"
+  - botanical_specimens: "scientific illustration plants becoming creature components"
+  - geological_formations: "rock and crystal elements merged with organic forms"
+  - mechanical_hybrids: "industrial components fused with biological structures"
+  - ethnographic_objects: "non-Western cultural artifacts in fantastic contexts"
+  - forest_creatures: "threatening woodland animals in metamorphic states"
+
+scientific_props:
+  - specimen_containers: "glass vessels containing impossible specimens"
+  - measurement_devices: "calipers, scales, scientific instruments"
+  - classification_systems: "taxonomic charts and specimen labels"
+  - exploration_equipment: "field research tools in surreal contexts"
+```
+
+**Coherence Filter**: All wardrobe and prop elements support 1920s-1970s European/American context with authentic period source materials. Fallback to simple metamorphic integration if anachronistic elements detected.
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2)**:
+
+- ❌ "original aspect ratio", "source dimensions", "unmodified framing"
+- ❌ "smooth brushwork", "harmonious composition", "logical spatial relationships"
+- ❌ "pure abstract imagery", "non-representational elements", "geometric abstraction"
+- ❌ "digital collage effects", "Photoshop layering", "modern cut-and-paste aesthetics"
+- ❌ "pleasant imagery", "comfortable viewing", "rational creature combinations"
+
+**Canvas Positives (≥2)**:
+
+- ✅ "exactly [declared ratio]", "recomposed for [format name]"
+- ✅ "collage-logic juxtaposition", "disjunctive element combination", "fantastic metamorphosis"
+- ✅ "automatist texture discovery", "frottage surface revelation", "grattage scraping effects"
+- ✅ "scientific illustration integration", "period source material accuracy", "1920s-1970s authenticity"
+- ✅ "post-war psychological excavation", "unconscious imagery revelation", "trauma processing transformation"
+
+**Vocabulary Warnings**: Avoid "harmonious," "pleasant," "logical" - use "disjunctive," "fantastic," "metamorphic." Avoid "decorative" - use "psychologically charged," "unconscious revelation," "automatist discovery."
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**:
+
+- **For Portrait Ratios (3:4, 4:5)**: Metamorphic creature dominance ≥70% with fantastic environment integration, disjunctive collage-logic hierarchy
+- **For Landscape Ratios (4:3, 5:3, 16:9)**: Forest environment or apocalyptic landscape context ≥50%, automatist texture distribution across horizontal space
+- **For Square (1:1)**: Central metamorphic focus with radial collage element distribution, equal weight between creature and environment transformation
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+- **Perspective Regime**: Disjunctive space following collage-logic rather than Renaissance perspective. Multiple spatial systems combined within single composition.
+- **Grid/Symmetry**: Anti-symmetrical arrangement following automatist discovery process and unconscious association logic
+- **Figure:Ground %**: Metamorphic creature 50-60%, fantastic environment 40-50%, no neutral areas - every surface carries transformative content
+- **Density %**: High texture density through automatist techniques - 70-80% of surface showing frottage, grattage, or decalcomania effects
+- **Lighting Logic**: Multiple light sources following collage-logic rather than single source consistency. Each collage element maintains original lighting conditions.
+- **Detail:Negative Space Ratio**: Minimal negative space - every area populated with metamorphic content or automatist texture discovery optimized for declared ratio
+
+**REQUIRED ANCHORS**:
+
+- **Surface Context**: Mixed media on canvas with authentic automatist technique application and period-appropriate collage material integration
+- **Frame/Band Anchor**: No external frames - composition exists within canvas boundaries with possible collage element extension to edges
+- **Production Context**: 1920s-1970s European/American avant-garde studio methods with documented automatist techniques and authentic source materials
+- **Ratio Enforcement**: Composition designed specifically for declared aspect ratio with automatist discovery process determining spatial distribution
+
+------
+
+### 8) Typography & Text Integration
+
+**Binary**: Selective integration permitted when authentic to collage source materials
+
+**Text Policy**: Typography only permitted when sourced from authentic period materials (scientific illustration labels, book fragments, catalog text). No contemporary typography. Text integration must follow collage-logic disruption rather than readable communication.
+
+**If Typography Permitted**:
+
+- **Source Material Authenticity**: Only 1920s-1970s printed matter (scientific textbooks, catalogs, journals)
+- **Collage Integration**: Text fragments cut and repositioned following disjunctive logic
+- **Partial Obscuration**: Text elements 30-60% obscured by paint application or metamorphic integration
+- **Multiple Language**: German, French, English period sources combined disjunctively
+- **Scientific Convention**: Specimen labels, taxonomic classifications, measurement annotations when contextually appropriate
+
+**Period Typography Restrictions**: Only letterpress, hot metal typesetting, and period-appropriate printing methods. No modern digital typography or contemporary font designs.
+
+**Historical Accuracy**: All text elements must derive from documented Ernst source materials or period-equivalent publications with authentic printing characteristics.
+
+------
+
+## Ernst-Specific Guardrails
+
+### **Automatist Method Implementation**:
+
+- All texture areas must show authentic chance-based irregularities from frottage, grattage, or decalcomania techniques
+- Conscious interpretation layer applied over automatist foundation - never purely accidental imagery
+- Metamorphic transformations follow unconscious association logic rather than rational design
+- Surface quality must exhibit authentic tool marks and material behavior from documented techniques
+
+### **Collage Logic Authentication**:
+
+- Source material integration limited to 1920s-1970s European/American published materials
+- Disjunctive juxtapositions create "spark of poetry" through impossible combinations
+- Sharp edge treatment maintaining cut-and-paste visual characteristics
+- Scale disruptions following dream-logic rather than realistic proportions
+
+### **Post-WWI Trauma Processing**:
+
+- Fantastic creatures and apocalyptic landscapes reflect documented war trauma themes
+- Metamorphic imagery processes psychological fragmentation and identity crisis
+- Forest environments carry threatening, dense, overwhelming characteristics
+- Mechanical/organic hybrids reflect "technoid body" responses to industrial warfare
+
+### **Period Consistency Requirements**:
+
+- All fashion, objects, and cultural elements authentic to 1920s-1970s Europe/America
+- Scientific illustration sources limited to period natural history publications
+- Automatist technique application following documented Ernst studio methods
+- Mixed media combinations restricted to historically available materials
+
+### **Metamorphic Transformation Rules**:
+
+- Human elements remain 50-70% recognizable within fantastic creature integration
+- Animal, botanical, mechanical, and geological elements combined through unconscious association
+- Transformation logic follows psychological rather than biological plausibility
+- Scientific illustration accuracy maintained within fantastic context integration
+
+---
+
+# Remedios Varo
+
+**Version:** 4.2 (Varo Specialized) **Artist Period:** 1955-1963 (Peak Mystical Period in Mexican Exile) **Primary Technique:** Mystical Surrealism via Alchemical Precision (Incising, Graffito, Decalcomania, Mother-of-Pearl Inlay)
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via mystical transformation and alchemical symbolism; spiritually idealized through symbolic integration.
+- **Technical Measurement Authority:** Quantitative specifications ("1-2 bristle brush modification", "mother-of-pearl 0.5mm thickness", "incising depth 0.2-0.3mm") override descriptive language.
+- **Process-Over-Result Priority:** Alchemical technique sequences (incising→oil application→graffito detailing→luminous glazing) supersede visual appearance descriptions.
+- **Custom Flag Authorization:** Varo-specific mystical transformations permitted when standard surrealist options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate challenging mystical imagery when historically accurate to spiritual quest themes.
+
+### **Varo-Specific Face-Treatment Flags (choose one):**
+
+- `mystical-unadorned-precision`: Clean, contemplative features with large eyes, no decorative elements, subtle elongation (110-130% vertical proportion)
+- `mother-of-pearl-enlightened`: Reserved for 4 figures maximum - embedded iridescent material flush with gesso surface, not surface decoration
+- `incised-foundation-luminosity`: Spiritual glow achieved through technique (incising + oil absorption + glazing) never through added ornaments
+- `androgynous-seeker-features`: Gender-neutral or feminine features only - masculine interpretations historically inaccurate
+- `contemplative-large-eyes`: Oversized eyes (120-140% normal proportion) conveying spiritual depth without decorative enhancement
+
+### **Varo-Specific Pose Flags (choose one):**
+
+- `mystical-seeker-positioning`: Solitary figure on spiritual quest within alchemical laboratory or tower setting
+- `alchemical-practice-gesture`: Precise hand positioning for magical apparatus operation or mystical substance manipulation
+- `initiatory-journey-stance`: Classical positioning adapted for spiritual pilgrimage through liminal threshold spaces
+- `feminine-creator-authority`: Active protagonist positioning rejecting passive muse role, engaged in world-creation activities
+- `tower-laboratory-integration`: Figure harmonized with mystical architectural environments and alchemical equipment
+
+### **Varo Canvas Control Flags (choose one):**
+
+- `strict-reframe-mystical`: Recompose entirely for alchemical laboratory and tower environment integration
+- `spiritual-extend-background`: Extend mystical landscapes and liminal spaces with precise architectural detailing
+- `alchemical-adaptation`: Canvas adaptation following spiritual transformation logic and initiatory journey progression
+
+### **Missing Renderer-Agnostic Guardrails**:
+
+- **Media Hybrid Flag (optional)**: `mystical-mixed-media`, `alchemical-inlay-integration`, `spiritual-material-fusion`
+- **Material Physics Authority**: Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique**: Viewing distance requirements affect brushwork precision and detail hierarchy
+- **Cultural Production Authenticity**: Indigenous and traditional methods take precedence over modern interpretations
+- **Quantifiers authoritative**: numeric anchors are targets
+- **Text policy**: Only render text if Section 8 authorizes
+- **Safety/IP**: No nudity/gore; no real logos/watermarks/signatures
+- **Age & wardrobe guardrail**: Minors = modest; unknown age defaults to adult neutral
+- **Gender expression**: Respect presented
+- **Material authenticity**: No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics
+- **Period Production Authenticity**: For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection
+- **Composition boundaries**: No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Failure Mode Flags**: Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.)
+- **Silent validation**: Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw subject entirely from scratch in **Remedios Varo's mystical surrealist style (1955-1963)**.
+- Preserve likeness through **mystical transformation** and alchemical symbolism.
+- **Timeframe**: Peak mystical period in Mexican exile, especially spiritual quest narratives (1955-1963).
+- **Degree of likeness**: Mystically idealized; emphasis on spiritual transformation and feminine magical realism.
+- **Emotional tone**: Mystically transformative, alchemically magical, spiritually transcendent, femininely powerful.
+- **Pose conventions**: Mystical positioning; integration with alchemical and magical elements within tower laboratories.
+- **IP Safeguard Declaration**: Create original mystical transformation avoiding copyrighted Varo estate elements and specific alchemical apparatus designs.
+- **Face-Treatment Flag**: `mystical-elongated-precision`
+- **Pose Flag**: `mystical-seeker-positioning`
+- **Canvas Control Flag**: `spiritual-extend-background`
+- **Media Hybrid Flag**: `mystical-mixed-media`
+- **Style Dominance**: The final result must be a mystical painting emphasizing spiritual transformation and feminine magical power through precise alchemical technique.
+- **Mode Selector**: Gallery fine art with mystical authenticity and museum-quality precision.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4` (portrait for mystical seeker studies and tower laboratory scenes)
+- `4:3` (landscape for initiatory journey environments and alchemical apparatus)
+- `4:5` (elongated portrait for tower architecture and vertical spiritual ascension)
+- `1:1` (square for mandala-like mystical compositions and alchemical circles)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background with mystical architectural environments (towers, laboratories, liminal threshold spaces) following spiritual geometry principles
+- **Spatial Allocation**: Subject placement according to alchemical proportions and sacred geometry within mystical narrative structure
+- **Background Treatment**: Detailed extension of controlled mystical environments with precise architectural rendering and atmospheric luminosity
+- **Format Justification**: Canvas ratio optimized for Varo's mystical narrative structure and spiritual transformation visualization
+
+------
+
+### 3) Artistic Style & Context
+
+**Medium/Production Method**: Oil on Masonite hardboard with meticulous multi-layered preparation. Gesso ground prepared with incising network using quartz crystals possibly charged by moonlight. Modified brushes with 1-2 bristles remaining for extraordinary precision. Selective mother-of-pearl inlay (0.5mm thickness) reserved for spiritually enlightened figures. Graffito detailing using sewing needles of various sizes.
+
+**Thematic Purpose**: Mapping the soul's initiatory journey (viaje iniciático) toward spiritual enlightenment; feminine mysticism challenging patriarchal authority; alchemical transformation as metaphor for psychological integration; synthesis of science and magic through precision and wonder.
+
+**Period Framing**: Mexican Surrealist exile period (1941-1963) with specific focus on mature mystical work (1955-1963). European esoteric tradition synthesis with Mexican cultural integration and feminine spiritual authority reclamation.
+
+**5 Hallmark Motifs with Quantified Specifications**:
+
+1. **Mystical Tower Laboratories**: Architectural spaces containing alchemical apparatus - 70-80% interior detail precision with scientific instrument accuracy
+2. **Solitary Mystical Seekers**: Elongated figures (120-150% normal proportions) with owl-like or hybrid creature characteristics, 90% recognizably human
+3. **Alchemical Apparatus Integration**: Intricate mystical machines processing invisible forces - 100% mechanical precision with impossible function
+4. **Weaving and Thread Symbolism**: Figures creating reality through textile manipulation - 60-70% of composition involving creative transformation
+5. **Birds and Flight Imagery**: Symbols of spiritual transcendence and creative power - 80-90% naturalistic accuracy within mystical context integration
+
+**Tone Tag**: Mystical precision, feminine spiritual authority, alchemical transformation, initiatory quest journey.
+
+**Innovation Line**: Alchemical technique synthesis (incising, graffito, controlled decalcomania, mother-of-pearl inlay) enabling systematic spiritual visualization through material precision.
+
+------
+
+### 4) Technical Execution
+
+**Anchors with Measurement Specifications**:
+
+**Line Quality & Tool Marks**: Modified brush technique with 1-2 bristles remaining creating extraordinary linear precision. Graffito detailing using sewing needles producing 0.1-0.2mm line width. Incising foundation creating preferential oil absorption patterns with 0.2-0.3mm depth. All tool marks serve spiritual visualization purpose.
+
+**Alchemical Technique Sequences**:
+
+- **Incising Foundation**: Fine shallow scratches covering 40-60% of gesso ground using quartz crystals, creating texture network that preferentially absorbs oil paint
+- **Controlled Decalcomania**: Planned organic texture creation for specific elements (rocky surfaces, tree foliage, atmospheric effects) covering 20-30% of composition
+- **Oil Paint Application**: Traditional fat-over-lean technique with transparent glazing layers building luminous depth
+- **Graffito Detailing**: Needle-scratching through paint layers revealing white ground beneath, creating delicate highlights and intricate details
+
+**Texture Thickness Specifications**: Smooth surface application with minimal impasto. Paint layers 2-4mm maximum thickness. Mother-of-pearl inlay embedded flush with gesso surface. Incised areas showing subtle texture variation through differential paint absorption.
+
+**Edge Treatment**: Sharp, precise contours maintaining Renaissance draftsmanship standards. No lost edges - every form clearly delineated. Mystical apparatus rendered with scientific illustration accuracy within impossible contexts.
+
+**Detail Hierarchy with Proportional Specifications**:
+
+- Alchemical apparatus: 100% scientific precision with mechanical impossibility
+- Mystical figures: 95% detail with spiritual idealization
+- Architectural environments: 90% precision with atmospheric luminosity
+- Background elements: 80% detail maintaining mystical coherence
+
+**Material Simulation with Authentic Characteristics**: Every surface (stone, metal, fabric, organic matter) rendered with material-specific behavior. Mother-of-pearl exhibits authentic iridescent light-catching properties. Incised areas show genuine oil absorption differential effects.
+
+**Pose Anchors**:
+
+- Spiritual elongation: 120-150% vertical proportion enhancement
+- Mystical gesture precision: Hand positions accurate to alchemical practice traditions
+- Seeker positioning: Classical contrapposto adapted to laboratory environments
+- Eye contact: Direct spiritual engagement with viewer or mystical apparatus focus
+
+**Scale Hierarchy**: Proportional relationships follow mystical rather than realistic logic - spiritual significance determines scale (apparatus 150-200% enlarged, seekers 120-150% elongated, symbolic elements sized according to spiritual importance).
+
+**Material Authenticity**: Authentic oil painting surface with period-appropriate mixed media integration. Mother-of-pearl inlay exhibits genuine iridescent properties. Incising effects show authentic tool marks and oil absorption patterns.
+
+**Period Consistency**: All technical methods documented from 1955-1963 Varo studio practice in Mexico City. Alchemical apparatus designs follow period esoteric illustration accuracy.
+
+**Canvas Adaptation**: Composition specifically designed for declared aspect ratio with mystical narrative elements extending naturally to fill frame following spiritual geometry principles.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks**:
+
+- **Mystical Robes**: Medieval-inspired flowing garments in earth tones (ochres, umbers, muted golds) with precise fabric drape physics
+- **Alchemical Practitioner**: Hybrid contemporary/timeless clothing suitable for laboratory work with mystical accessory integration
+- **Spiritual Seeker**: Practical journey clothing adapted for liminal threshold crossing and mystical apparatus operation
+
+**Fabric Behavior**: All textiles rendered with material physics accuracy and spiritual significance. Flowing robes exhibit wind interaction and gravitational drape. Fabric textures show authentic weave patterns and dye characteristics. Mystical garments may incorporate impossible elements while maintaining material plausibility.
+
+**Accessory Caps**: Moderate mystical integration (2-3 accessories) - each accessory carrying alchemical or spiritual significance from documented esoteric traditions.
+
+**Color Palette Restrictions**: Earth-tone dominated palette (golden ochres, burnt umbers, muted greens, warm grays, selective bright accents). All pigments authentic to 1955-1963 availability with traditional mixing limitations. Luminous effects achieved through glazing technique rather than artificial brightness.
+
+**Wardrobe Variation Required**: Primary garment treatment cycles through mystical traditions - avoid identical spiritual presentation. Each iteration requires different alchemical or esoteric cultural reference (European medieval, Mexican indigenous, Eastern mystical, hermetic tradition).
+
+**Props**:
+
+- **1 Hero Prop**: Selected from alchemical apparatus (astrolabe, alembic, mystical machine, scientific instrument adapted for spiritual use)
+- **Optional 1 Micro Prop**: Small mystical elements (crystals, threads, keys, symbolic objects bridging material and spiritual realms)
+
+**YAML Prop Pools**:
+
+```yaml
+alchemical_apparatus:
+  - mystical_astrolabe: "celestial navigation instrument with impossible precision"
+  - glass_alembic: "distillation apparatus processing spiritual essences"
+  - thread_spinning_wheel: "reality-weaving device creating world fabric"
+  - starlight_funnel: "apparatus channeling cosmic forces into tangible form"
+  - sound_crystallizer: "machine converting music into visible light or solid form"
+  - time_measurement_device: "clock or hourglass with mystical temporal properties"
+
+spiritual_elements:
+  - quartz_crystal: "natural mineral charged with mystical properties"
+  - golden_key: "unlocking spiritual mysteries or dimensional barriers"
+  - sacred_thread: "invisible connection binding all reality elements"
+  - luminous_orb: "concentrated spiritual energy in spherical containment"
+  - feather_quill: "writing implement channeling divine inspiration"
+  - small_bird: "spiritual messenger or soul representation"
+```
+
+**Coherence Filter**: All wardrobe and prop elements support 1955-1963 Mexican exile context with authentic esoteric tradition integration. Fallback to simple mystical presentation if anachronistic elements detected.
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2)**:
+
+- ❌ "original aspect ratio", "source dimensions", "unmodified framing"
+- ❌ "decorative facial elements", "ornamental jewelry", "surface ornamentation", "jeweled accessories"
+- ❌ "masculine figures", "male seekers", "patriarchal spiritual authority"
+- ❌ "crude technique", "loose brushwork", "uncontrolled surface effects"
+- ❌ "secular imagery", "mundane environments", "non-mystical content"
+
+**Canvas Positives (≥2)**:
+
+- ✅ "exactly [declared ratio]", "recomposed for [format name]"
+- ✅ "unadorned contemplative features", "large spiritual eyes", "clean facial treatment"
+- ✅ "feminine mystical authority", "androgynous seeker figures", "female spiritual protagonists"
+- ✅ "incising foundation technique", "graffito needle precision", "mother-of-pearl selective inlay"
+- ✅ "spiritual luminosity through technique", "mystical glow via glazing", "authentic surface treatment"
+
+**Vocabulary Warnings**: Avoid "decorative," "pretty," "ornamental" - use "mystically charged," "spiritually significant," "alchemically precise." Avoid "random" - use "spiritually guided," "mystically determined," "alchemically structured."
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**:
+
+- **For Portrait Ratios (3:4, 4:5)**: Mystical seeker dominance ≥70% with tower laboratory integration, vertical spiritual ascension emphasis
+- **For Landscape Ratios (4:3, 16:9)**: Alchemical apparatus environment ≥50%, mystical landscape with initiatory journey progression across horizontal space
+- **For Square (1:1)**: Central mystical focus with radial alchemical element distribution, mandala-like spiritual geometry integration
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+- **Perspective Regime**: Renaissance single-point perspective maintained within mystical architectural spaces. Sacred geometry proportions applied to spatial relationships.
+- **Grid/Symmetry**: Spiritual geometry organization following alchemical proportion systems and feminine sacred mathematics
+- **Figure:Ground %**: Mystical seeker 60-70%, alchemical environment 30-40%, no areas without spiritual significance - every surface carries mystical content
+- **Density %**: High precision density through incising and graffito techniques - 80-90% of surface showing detailed mystical content
+- **Lighting Logic**: Mystical luminosity following spiritual rather than physical light sources. Multiple light sources permitted when spiritually significant. Emphasis on otherworldly glow and sacred illumination.
+- **Detail:Negative Space Ratio**: Minimal negative space - every area populated with mystical detail or alchemical apparatus optimized for declared ratio viewing distance
+
+**REQUIRED ANCHORS**:
+
+- **Surface Context**: Oil on Masonite with mystical preparation methods and period-appropriate mixed media integration including selective mother-of-pearl inlay
+- **Frame/Band Anchor**: No external frames - composition exists within canvas boundaries with possible mystical element extension to edges
+- **Production Context**: 1955-1963 Mexican exile studio methods with documented alchemical technique applications and authentic material sources
+- **Ratio Enforcement**: Composition designed specifically for declared aspect ratio with mystical narrative elements following spiritual geometry principles
+
+------
+
+### 8) Typography & Text Integration
+
+**Binary**: Omit entirely - Varo's mystical surrealism emphasized pure spiritual vision without text integration
+
+**Text Policy**: No typography permitted. All mystical content communicated through visual symbolism and alchemical apparatus precision. Any text elements would violate authentic Varo aesthetic approach focusing on spiritual revelation through image alone.
+
+**Historical Accuracy**: Varo's gallery works excluded text integration - maintained mystical art purity through visual spiritual communication exclusively. Mystical knowledge transmitted through symbol and technique rather than written language.
+
+------
+
+## Varo-Specific Guardrails
+
+### **Mystical Transformation Implementation**:
+
+- All spiritual elements must follow documented esoteric tradition accuracy rather than fantasy invention
+- Alchemical apparatus designs based on historical scientific instruments adapted for impossible mystical functions
+- Feminine spiritual authority emphasized - female figures as active creators and seekers, never passive subjects
+- Initiatory journey themes integrated organically within mystical laboratory or liminal threshold environments
+
+### **Technical Authentication**:
+
+- Incising technique must show authentic quartz crystal tool marks and differential oil absorption effects
+- Mother-of-pearl inlay limited to spiritually significant figures (maximum 4 faces per major work based on documented usage)
+- Graffito detailing authentic to sewing needle tool marks and white gesso revelation beneath paint layers
+- Controlled decalcomania effects planned rather than random, serving specific mystical environmental needs
+
+### **Spiritual Vocabulary Restrictions**:
+
+- Only documented esoteric traditions permitted (European alchemy, Jungian psychology, Gurdjieff/Ouspensky teachings, Mexican mysticism)
+- Feminine mystical empowerment themes authentic to 1950s spiritual feminism rather than modern interpretations
+- Tower and cage symbolism representing patriarchal confinement with authentic escape/transcendence resolution
+- Alchemical Great Work symbolism focused on psychological transformation rather than literal material transmutation
+
+### **Period Consistency Requirements**:
+
+- All mystical apparatus, fashion, and cultural elements authentic to 1940s-1960s Mexican exile context
+- Esoteric tradition integration limited to sources available in 1950s Spanish/French translations
+- Scientific instrument accuracy following 1950s precision capabilities adapted for mystical impossibility
+- Cultural synthesis respecting Mexican indigenous traditions without appropriation - focusing on European exile perspective
+
+### **Mystical Precision Standards**:
+
+- Every alchemical apparatus component must have logical (though impossible) function within mystical context
+- Architectural spaces follow authentic medieval/Renaissance building techniques with mystical adaptations
+- Material physics accuracy maintained even within spiritual transformation contexts
+- Luminosity effects achieved through authentic oil glazing techniques rather than artificial digital brightening
+
+---
+
+# Frida Kahlo
+
+**Version:** 4.2 (Kahlo Specialized) **Artist Period:** 1929-1954 (Peak Period: 1938-1954) **Primary Technique:** Intensely Personal Surrealism via Ex-Voto Tradition and Mexican Folk Art
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via raw emotional honesty and symbolic self-revelation; intensely honest rather than flattering.
+- **Technical Measurement Authority:** Quantitative specifications ("small-scale format 30x40cm max", "unibrow width 15-20mm", "pain symbol density 60-70%") override descriptive language.
+- **Process-Over-Result Priority:** Ex-voto narrative structure (personal trauma→symbolic representation→spiritual/defiant resolution) supersede visual appearance descriptions.
+- **Custom Flag Authorization:** Kahlo-specific trauma processing transformations permitted when standard surrealist options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate psychologically disturbing or physically explicit imagery when historically accurate to personal pain documentation.
+
+### **Kahlo-Specific Face-Treatment Flags (choose one):**
+
+- `unflinching-self-examination`: Direct, confrontational gaze with unidealized features, honest documentation without flattery (for self-portraits)
+- `masculine-subject-dignity`: Period-appropriate masculine features with respectful portraiture (for male subjects like father, Diego Rivera)
+- `ex-voto-folk-precision`: Small-scale detailed portraiture following Mexican folk art conventions with narrative clarity over beauty
+- `psychological-revelation-honest`: Facial expression revealing internal emotional state without glamorization or concealment
+- `cultural-identity-authentic`: Features appropriate to subject's actual cultural identity and gender presentation
+
+### **Kahlo-Specific Pose Flags (choose one):**
+
+- `confrontational-direct-engagement`: Frontal positioning with direct eye contact challenging viewer expectations
+- `medical-vulnerability-defiant`: Figure positioned to show physical trauma or medical intervention with dignified resistance
+- `cultural-costume-political`: Positioning emphasizing traditional Mexican dress as statement of national and feminist identity
+- `symbolic-narrative-integration`: Classical pose adapted for ex-voto storytelling with symbolic elements surrounding figure
+- `domestic-space-transformed`: Intimate interior settings elevated to spiritual or mythological significance
+
+### **Kahlo Canvas Control Flags (choose one):**
+
+- `strict-reframe-intimate`: Recompose entirely for small-scale intimate narrative following ex-voto proportions
+- `symbolic-extend-background`: Extend Mexican landscapes and cultural symbols with precise folk art detailing
+- `pain-narrative-adaptation`: Canvas adaptation following trauma processing logic and spiritual transformation journey
+
+### **Missing Renderer-Agnostic Guardrails**:
+
+- **Media Hybrid Flag (optional)**: `ex-voto-mixed-media`, `folk-art-integration`, `medical-documentation-artistic`
+- **Material Physics Authority**: Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique**: Viewing distance requirements affect brushwork precision and detail hierarchy
+- **Cultural Production Authenticity**: Indigenous and traditional methods take precedence over modern interpretations
+- **Quantifiers authoritative**: numeric anchors are targets
+- **Text policy**: Only render text if Section 8 authorizes
+- **Safety/IP**: No nudity/gore beyond documented medical/artistic context; no real logos/watermarks/signatures
+- **Age & wardrobe guardrail**: Minors = modest; unknown age defaults to adult neutral
+- **Gender expression**: Respect presented
+- **Material authenticity**: No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics
+- **Period Production Authenticity**: For historical publication styles, use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection
+- **Composition boundaries**: No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Failure Mode Flags**: Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.)
+- **Silent validation**: Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw subject entirely from scratch in **Frida Kahlo's intensely personal surrealist style (1929-1954)**.
+- Preserve likeness through **raw emotional honesty** and symbolic self-revelation.
+- **Timeframe**: Peak artistic period emphasizing psychological truth over flattery (1938-1954).
+- **Degree of likeness**: Intensely honest; emphasis on emotional and psychological truth rather than conventional beauty.
+- **Emotional tone**: Painfully honest, emotionally raw, symbolically powerful, defiantly strong.
+- **Pose conventions**: Direct confrontational positioning; unflinching self-examination; symbolic integration within Mexican cultural context.
+- **IP Safeguard Declaration**: Create original personal transformation avoiding copyrighted Kahlo estate elements and specific symbolic combinations.
+- **Face-Treatment Flag**: `unflinching-self-examination`
+- **Pose Flag**: `confrontational-direct-engagement`
+- **Canvas Control Flag**: `symbolic-extend-background`
+- **Media Hybrid Flag**: `ex-voto-mixed-media`
+- **Style Dominance**: The final result must be an emotionally honest portrait emphasizing psychological truth and symbolic power through Mexican folk art precision.
+- **Mode Selector**: Gallery fine art with ex-voto authenticity and small-scale intimate impact.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4` (portrait for self-examination and cultural identity assertion)
+- `4:5` (intimate portrait for psychological studies and symbolic narratives)
+- `1:1` (square for ex-voto format and balanced symbolic composition)
+- `2:3` (poster format for cultural and political statements)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background with Mexican cultural environments (indigenous landscapes, domestic interiors, symbolic natural elements) following ex-voto narrative structure
+- **Spatial Allocation**: Subject placement according to folk art hierarchy with figure dominance ≥60% and symbolic elements distributed for narrative clarity
+- **Background Treatment**: Detailed extension of Mexican cultural landscapes with precise flora/fauna integration and symbolic density
+- **Format Justification**: Canvas ratio optimized for Kahlo's intimate narrative structure and direct psychological engagement
+
+------
+
+### 3) Artistic Style & Context
+
+**Medium/Production Method**: Oil on canvas, masonite, or metal sheets following Mexican ex-voto tradition. Small-scale format (maximum 30x40cm equivalent) with meticulous detail application. Traditional oil paint mixed with period-appropriate medium allowing precise detail work. Surface preparation following folk art traditions rather than academic standards.
+
+**Thematic Purpose**: Processing personal trauma through spiritual and cultural transformation; challenging patriarchal and colonial authority through feminine Mexican identity assertion; documenting physical and emotional reality without idealization; transforming private pain into universal symbolic language.
+
+**Period Framing**: Post-Revolutionary Mexican cultural renaissance (1920s-1950s) with specific focus on Mexicanidad movement and indigenous cultural reclamation. European Surrealist contact with Mexican magical realism synthesis.
+
+**5 Hallmark Motifs with Quantified Specifications**:
+
+1. **Duality and Division**: Split or double self-representation - 40-50% of composition showing internal conflict between European/Mexican, loved/unloved, healthy/broken identity
+2. **Medical and Bodily Trauma**: Explicit physical documentation - exposed hearts, surgical scars, broken spines rendered with 90% medical accuracy within symbolic context
+3. **Mexican Cultural Assertion**: Traditional dress, indigenous symbols, national flora/fauna - 60-70% of composition referencing specific Mexican cultural elements
+4. **Natural World Integration**: Animals as psychological surrogates, plants reflecting life/death cycles - 50-60% organic element coverage with symbolic rather than decorative function
+5. **Ex-Voto Narrative Structure**: Personal testimony format with miraculous/defiant resolution - 70-80% of composition following devotional painting conventions
+
+**Tone Tag**: Raw emotional honesty, cultural identity assertion, trauma processing through symbolic transformation, defiant spiritual resilience.
+
+**Innovation Line**: Ex-voto tradition adaptation enabling systematic personal trauma documentation through culturally authentic Mexican folk art precision and symbolic density.
+
+------
+
+### 4) Technical Execution
+
+**Anchors with Measurement Specifications**:
+
+**Line Quality & Tool Marks**: Small-scale precise brushwork following folk art rather than academic traditions. Every detail rendered with scientific illustration accuracy within impossible contexts. Unibrow width 15-20mm, maintained consistently across all self-portraits. No lost edges - sharp contours maintaining narrative clarity.
+
+**Ex-Voto Technique Sequences**:
+
+- **Small-Scale Foundation**: Canvas preparation for intimate viewing distance (30x40cm maximum) with smooth surface for detailed work
+- **Narrative Structure**: Central figure placement with symbolic elements distributed following devotional painting hierarchy
+- **Cultural Color Application**: Mexican folk palette (earth tones, bright accents, symbolic color assignments) with period-appropriate pigment limitations
+- **Symbolic Detail Integration**: Medical accuracy combined with cultural symbol precision - every element carrying documented personal or cultural meaning
+
+**Texture Thickness Specifications**: Smooth application with minimal impasto. Paint layers 2-3mm maximum thickness following ex-voto tradition of flat, iconic presentation rather than sculptural surface effects.
+
+**Edge Treatment**: Sharp, precise contours maintaining folk art clarity. No atmospheric perspective effects - all elements rendered with equal focus intensity following Mexican popular art conventions.
+
+**Detail Hierarchy with Proportional Specifications**:
+
+- Self-portrait figure: 100% honesty without idealization - wrinkles, pain, aging documented accurately
+- Cultural symbols: 95% authenticity to documented Mexican folk traditions
+- Medical/anatomical elements: 90% scientific accuracy within symbolic transformation
+- Background environments: 80% detail maintaining symbolic rather than realistic spatial relationships
+
+**Material Simulation with Authentic Characteristics**: All surfaces rendered with material-specific behavior following Mexican craft traditions. Fabric textures showing authentic weave patterns, metal objects displaying period-appropriate manufacturing marks, organic elements exhibiting botanical accuracy.
+
+**Pose Anchors**:
+
+- Direct confrontation: Eyes meeting viewer with 90-100% frontal engagement
+- Cultural positioning: Body stance emphasizing traditional Mexican dress with authentic posture conventions
+- Medical vulnerability: Physical trauma or medical intervention shown with dignity rather than victimization
+- Symbolic gesture integration: Hand positions carrying documented personal iconography (surgical tools, cultural objects, natural elements)
+
+**Scale Hierarchy**: Proportional relationships follow psychological rather than realistic significance - symbolic elements sized according to emotional importance (pain symbols 150-200% enlarged, cultural assertions 120-150% emphasized).
+
+**Material Authenticity**: Authentic oil painting surface with period-appropriate folk art characteristics. Small-scale precision requiring close viewing distance. No digital simulation of traditional media effects.
+
+**Period Consistency**: All technical methods documented from 1929-1954 Kahlo studio practice in Coyoacán. Cultural elements authentic to post-Revolutionary Mexican artistic movements.
+
+**Canvas Adaptation**: Composition specifically designed for declared aspect ratio with Mexican cultural narrative elements extending naturally to fill frame following ex-voto spatial organization.
+
+------
+
+### 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks**:
+
+- **Subject-Appropriate Masculine**: Period-authentic masculine clothing (1929-1954 suits, formal wear, professional attire) for male subjects
+- **Self-Portrait Traditional Mexican Tehuana**: Full indigenous costume for Frida's self-portraits including embroidered huipil, long skirts, elaborate jewelry
+- **Self-Portrait European Colonial**: Victorian-influenced dress representing German heritage and rejected European identity (for specific self-portraits)
+- **Self-Portrait Medical Integration**: Clothing adapted to accommodate surgical corsets, leg braces, medical equipment with dignity
+- **Subject-Appropriate Feminine**: Period-authentic feminine clothing for female subjects other than self-portraits
+
+**Fabric Behavior**: All textiles rendered with material physics accuracy and cultural significance. Traditional weaving patterns shown with authentic complexity. Tehuana dress structure concealing physical disabilities while asserting cultural pride. Jewelry and accessories carrying documented personal and cultural symbolism.
+
+**Accessory Caps**: High cultural integration (3-4 accessories) - each accessory carrying documented personal history or Mexican cultural significance.
+
+**Color Palette Restrictions**: Mexican folk art palette dominated by earth tones (ochres, umbers, terra cottas) with selective bright cultural accents (symbolic reds, ritual blues, festive yellows). All pigments authentic to 1929-1954 availability with traditional folk art mixing limitations.
+
+**Wardrobe Variation Required**: Primary garment treatment cycles through documented Kahlo wardrobe - avoid identical presentations. Each iteration requires different cultural reference (Tehuana, Aztec, colonial Mexican, modern Mexican revolutionary).
+
+**Props**:
+
+- **1 Hero Prop**: Selected from documented personal iconography (surgical tools, cultural artifacts, natural specimens, symbolic animals)
+- **Optional 1 Micro Prop**: Small personal elements (jewelry, flowers, medical items) carrying biographical significance
+
+**YAML Prop Pools**:
+
+```yaml
+personal_trauma_symbols:
+  - surgical_corset: "steel and leather medical brace worn for spinal support"
+  - anatomical_heart: "exposed heart revealing emotional wounds with medical precision"
+  - broken_column: "shattered spinal column representing physical fragmentation"
+  - surgical_tools: "forceps, needles, medical instruments as trauma processing tools"
+  - thorn_necklace: "crown of thorns adaptation showing physical and emotional pain"
+  - arrows_piercing: "multiple arrows indicating feeling hunted by fate and suffering"
+
+mexican_cultural_elements:
+  - tehuana_dress: "traditional Oaxacan costume asserting indigenous Mexican identity"
+  - pre_columbian_artifacts: "Aztec and indigenous Mexican cultural objects"
+  - mexican_flora_fauna: "specific plants and animals from Mexican landscape with symbolic meaning"
+  - revolutionary_symbols: "post-Revolutionary Mexican nationalist iconography"
+  - catholic_folk_integration: "Mexican popular religious imagery adapted for personal narrative"
+  - day_of_dead_elements: "skull and death imagery following Mexican cultural traditions"
+
+psychological_surrogates:
+  - pet_monkeys: "spider monkeys as child substitutes with complex symbolic meaning"
+  - black_cats: "feline companions representing independence and mystery"
+  - parrots: "colorful birds as symbols of Mexican exoticism and captivity"
+  - deer_wounded: "stag with human head representing vulnerability and persecution"
+  - butterflies: "metamorphosis and transformation symbols with death associations"
+  - hummingbirds: "love charm birds, often dead, representing heartbreak"
+```
+
+**Coherence Filter**: All wardrobe and prop elements support 1929-1954 Mexican cultural context with authentic personal biography integration. Fallback to simple cultural presentation if anachronistic elements detected.
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2)**:
+
+- ❌ "original aspect ratio", "source dimensions", "unmodified framing"
+- ❌ "idealized beauty", "flattering portraiture", "conventional attractiveness", "glamorous presentation"
+- ❌ "inappropriate gender presentation", "cross-dressing male subjects", "Tehuana dress on men"
+- ❌ "large-scale format", "monumental presentation", "museum wall dominance"
+- ❌ "abstract symbolism", "unclear narrative", "decorative elements without personal meaning"
+
+**Canvas Positives (≥2)**:
+
+- ✅ "exactly [declared ratio]", "recomposed for [format name]"
+- ✅ "subject-appropriate clothing", "period-authentic masculine dress for men", "feminine dress for women"
+- ✅ "unflinching emotional honesty", "direct psychological confrontation", "dignified portraiture"
+- ✅ "Mexican cultural context", "period-appropriate fashion", "authentic cultural integration"
+- ✅ "ex-voto narrative structure", "folk art precision", "small-scale intimate impact"
+
+**Vocabulary Warnings**: Avoid "beautiful," "pretty," "elegant" - use "honest," "confrontational," "psychologically revealing." Avoid "decorative" - use "symbolically loaded," "culturally significant," "biographically authentic."
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**:
+
+- **For Portrait Ratios (3:4, 4:5)**: Self-portrait dominance ≥70% with Mexican cultural environment integration, direct psychological engagement emphasis
+- **For Landscape Ratios (4:3, 2:3)**: Cultural landscape context ≥40%, symbolic element distribution across horizontal space following ex-voto narrative structure
+- **For Square (1:1)**: Central self-examination with radial cultural symbol distribution, equal weight between figure and Mexican environmental context
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+- **Perspective Regime**: Flat, iconic presentation following Mexican folk art conventions rather than Renaissance perspective. Symbolic spatial relationships superseding realistic depth.
+- **Grid/Symmetry**: Ex-voto organizational principles with central figure hierarchy and symbolic element placement following devotional painting traditions
+- **Figure:Ground %**: Self-portrait 60-70%, Mexican cultural environment 30-40%, no neutral areas - every surface carrying personal or cultural symbolic weight
+- **Density %**: High symbolic density through personal iconography - 70-80% of surface showing culturally or biographically significant content
+- **Lighting Logic**: Flat, even illumination following folk art conventions rather than dramatic chiaroscuro. Emphasis on clarity and symbolic readability over atmospheric effects.
+- **Detail:Negative Space Ratio**: Minimal negative space - every area populated with personal or cultural content optimized for declared ratio intimate viewing
+
+**REQUIRED ANCHORS**:
+
+- **Surface Context**: Oil on canvas, masonite, or metal following ex-voto tradition with small-scale intimate presentation requiring close viewing engagement
+- **Frame/Band Anchor**: No external frames - composition exists within canvas boundaries following folk art presentation conventions
+- **Production Context**: 1929-1954 Mexican post-Revolutionary studio methods with authentic cultural material sources and folk art technique applications
+- **Ratio Enforcement**: Composition designed specifically for declared aspect ratio with Mexican cultural narrative elements following ex-voto spatial organization principles
+
+------
+
+### 8) Typography & Text Integration
+
+**Binary**: Selective integration permitted when authentic to ex-voto tradition or documented personal practice
+
+**Text Policy**: Typography only permitted when following documented Kahlo text integration (personal inscriptions, song lyrics, cultural phrases). Text must carry biographical or cultural significance rather than decorative function.
+
+**If Typography Permitted**:
+
+- **Personal Inscription Authenticity**: Only documented phrases from Kahlo's actual paintings or diary entries
+- **Mexican Cultural Text**: Spanish language phrases with period-appropriate cultural significance
+- **Ex-Voto Convention**: Devotional text formats following Mexican folk art traditions
+- **Medical Documentation**: Anatomical or medical terminology when contextually appropriate to trauma processing themes
+- **Song Lyric Integration**: Popular Mexican songs with documented personal significance to specific biographical moments
+
+**Period Typography Restrictions**: Hand-lettered text following folk art conventions rather than formal typography. Spanish language authentic to Mexican regional dialects and period usage.
+
+**Historical Accuracy**: All text elements must derive from documented Kahlo sources or period-equivalent Mexican cultural expressions with authentic cultural context.
+
+------
+
+## Kahlo-Specific Guardrails
+
+### **Raw Emotional Honesty Implementation**:
+
+- All self-representation must prioritize psychological truth over conventional beauty standards
+- Physical disabilities, medical trauma, and aging documented without concealment or idealization
+- Unibrow maintained as signature feature (15-20mm width) representing rejection of European beauty norms
+- Direct eye contact with viewer required - no averted gaze or passive positioning
+
+### **Mexican Cultural Authenticity Requirements**:
+
+- Traditional dress accuracy following documented Tehuana, Aztec, or Mexican colonial traditions
+- Indigenous symbol integration limited to researched Mexican cultural practices rather than generic "native" imagery
+- Color palette restricted to authentic Mexican folk art traditions with period-appropriate pigment availability
+- Flora and fauna specific to Mexican landscape with documented symbolic meaning in Kahlo's personal iconography
+
+### **Medical Trauma Documentation Standards**:
+
+- Physical disabilities and medical interventions shown with dignity rather than victimization
+- Surgical scars, medical equipment, and bodily trauma rendered with medical accuracy within symbolic context
+- Pain documentation balanced with spiritual resilience and cultural strength assertion
+- Medical elements integrated organically within Mexican cultural framework rather than isolated clinical presentation
+
+### **Ex-Voto Tradition Compliance**:
+
+- Small-scale intimate format (maximum 30x40cm equivalent) requiring close viewing engagement
+- Narrative structure following Mexican devotional painting conventions with personal testimony focus
+- Flat, iconic presentation rather than Renaissance depth or academic painting techniques
+- Every symbolic element carrying documented personal or cultural significance rather than arbitrary decoration
+
+### **Period Consistency Requirements**:
+
+- All cultural elements authentic to 1929-1954 post-Revolutionary Mexican context
+- Medical equipment and techniques appropriate to period healthcare capabilities
+- Fashion and jewelry following documented personal wardrobe with cultural accuracy
+- Political and social themes reflecting specific historical context of Mexican nationalism and feminism movements
+
+### **Biographical Authenticity Standards**:
+
+- Symbolic combinations limited to documented personal iconography from paintings, diary, or biographical sources
+- Trauma processing themes following documented psychological and medical history
+- Cultural identity assertion reflecting specific German-Mexican heritage rather than generic multicultural representation
+- Relationship dynamics and emotional content based on documented personal relationships and psychological states
+
+---
+
+# René Magritte
+
+**Version:** 4.2 (Magritte Specialized) **Artist Period:** 1926-1967 (Peak Conceptual Period: 1929-1940; Mature Period: 1949-1967) **Primary Technique:** Conceptual Surrealism via Commercial Illustration Precision and Philosophical Inquiry
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via conceptual transformation and philosophical questioning; recognizable through impossible scenarios rendered with commercial precision.
+- **Technical Measurement Authority:** Quantitative specifications ("invisible brushwork 0mm texture", "flat finish 1-2mm thickness", "bowler hat 95mm diameter") override descriptive language.
+- **Process-Over-Result Priority:** Commercial illustration technique (flat application→invisible brushwork→conceptual impossibility integration) supersede visual appearance descriptions.
+- **Custom Flag Authorization:** Magritte-specific conceptual transformations permitted when standard surrealist options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate philosophically disturbing or logically impossible imagery when historically accurate to conceptual inquiry method.
+
+### **Magritte-Specific Face-Treatment Flags (choose one):**
+
+- `commercial-illustration-precision`: Photographic accuracy with invisible brushwork, commercial advertisement clarity
+- `conceptual-obscuration-apple`: Face concealed by floating green apple maintaining perfect realistic rendering
+- `conceptual-obscuration-shroud`: Face covered by draped fabric with material physics accuracy
+- `conceptual-fragmentation-geometric`: Face divided or duplicated following impossible logic with seamless technical execution
+- `bowler-hat-everyman-anonymous`: Generic bourgeois features beneath signature bowler hat, emphasizing anonymous middle-class uniformity
+
+### **Magritte-Specific Pose Flags (choose one):**
+
+- `bourgeois-formal-positioning`: Classical contrapposto stance in business suit within impossible conceptual context
+- `conceptual-impossibility-calm`: Ordinary positioning despite extraordinary circumstances, maintaining matter-of-fact composure
+- `everyman-anonymous-stance`: Generic middle-class posture emphasizing conformity and social invisibility
+- `philosophical-inquiry-positioning`: Figure placement designed to question visual assumptions and reality perception
+- `commercial-advertisement-clarity`: Positioning optimized for clear conceptual communication like product advertisement
+
+### **Magritte Canvas Control Flags (choose one):**
+
+- `strict-reframe-conceptual`: Recompose entirely for philosophical inquiry and conceptual transformation
+- `bourgeois-extend-background`: Extend ordinary domestic or architectural environments with precise commercial technique
+- `conceptual-adaptation`: Canvas adaptation following philosophical questioning logic and visual impossibility principles
+
+### **Missing Renderer-Agnostic Guardrails**:
+
+- **Media Hybrid Flag (optional)**: `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`
+- **Material Physics Authority**: Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique**: Viewing distance requirements affect brushwork precision and detail hierarchy
+- **Cultural Production Authenticity**: Indigenous and traditional methods take precedence over modern interpretations
+- **Quantifiers authoritative**: numeric anchors are targets
+- **Text policy**: Only render text if Section 8 authorizes
+- **Safety/IP**: No nudity/gore; no real logos/watermarks/signatures
+- **Age & wardrobe guardrail**: Minors = modest; unknown age defaults to adult neutral
+- **Gender expression**: Respect presented
+- **Material authenticity**: No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics
+- **Period Production Authenticity**: For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection
+- **Composition boundaries**: No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Failure Mode Flags**: Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.)
+- **Silent validation**: Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw subject entirely from scratch in **René Magritte's conceptual surrealist style (1926-1967)**.
+- Preserve likeness through **conceptual transformation** and philosophical questioning.
+- **Timeframe**: Peak conceptual period emphasizing visual philosophy (1929-1940) or mature mysterious clarity (1949-1967).
+- **Degree of likeness**: Precisely realistic yet conceptually impossible; emphasis on philosophical questions about perception and reality.
+- **Emotional tone**: Conceptually mysterious, philosophically questioning, visually impossible, intellectually provocative, matter-of-factly surreal.
+- **Pose conventions**: Ordinary positioning within extraordinary conceptual contexts; bourgeois formality amid impossible scenarios.
+- **IP Safeguard Declaration**: Create original conceptual transformation avoiding copyrighted Magritte estate elements and specific symbolic combinations.
+- **Face-Treatment Flag**: `commercial-illustration-precision`
+- **Pose Flag**: `bourgeois-formal-positioning`
+- **Canvas Control Flag**: `conceptual-adaptation`
+- **Style Dominance**: The final result must be a conceptual painting that questions reality through impossible yet precisely rendered imagery using commercial illustration technique.
+- **Mode Selector**: Gallery fine art with philosophical inquiry authenticity and museum-quality commercial precision.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4` (portrait for individual conceptual studies and face-obscuration works)
+- `4:3` (landscape for architectural impossibilities and environmental concepts)
+- `1:1` (square for balanced conceptual compositions and philosophical statements)
+- `4:5` (intimate portrait for close conceptual examination)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background with ordinary domestic or architectural environments rendered with commercial illustration precision
+- **Spatial Allocation**: Subject placement according to commercial advertisement hierarchy within conceptual impossibility framework
+- **Background Treatment**: Seamless extension of bourgeois environments (cloudy skies, architectural elements, domestic interiors) with matter-of-fact precision
+- **Format Justification**: Canvas ratio optimized for Magritte's conceptual clarity and philosophical communication structure
+
+------
+
+### 3) Artistic Style & Context
+
+**Medium/Production Method**: Oil on canvas with commercial illustration preparation methods. Canvas prepared with smooth gesso surface. Oil paints applied in thin, controlled layers achieving invisible brushwork. Fat-over-lean technique with completely smooth surface finish. No visible texture or impasto - surface quality comparable to commercial advertisement illustration.
+
+**Thematic Purpose**: Questioning the relationship between images, words, and reality; exposing the arbitrary nature of representation; challenging preconditioned perceptions through visual philosophy; making ordinary objects mysterious through displacement and impossible juxtaposition.
+
+**Period Framing**: Belgian Surrealism (1920s-1960s) with specific focus on conceptual period questioning perception and reality. Commercial art background influencing fine art technique with advertising precision applied to philosophical content.
+
+**5 Hallmark Motifs with Quantified Specifications**:
+
+1. **Bowler Hat Everyman**: Anonymous middle-class figures in business suits - 90% generic bourgeois accuracy, 95mm diameter bowler hats, complete facial anonymity emphasis
+2. **Face Obscuration Techniques**: Green apples, fabric shrouds, geometric displacement - 80-90% face concealment while maintaining human recognizability
+3. **Impossible Scale Relationships**: Objects dramatically enlarged or miniaturized - 200-500% scale distortions of ordinary items within realistic rendering
+4. **Material Physics Impossibilities**: Solid objects rendered as transparent, heavy items floating, impossible transformations - 100% technical accuracy applied to impossible scenarios
+5. **Commercial Illustration Precision**: Every surface rendered with advertising-quality clarity - 100% material accuracy (fabric texture, metal reflection, organic matter detail)
+
+**Tone Tag**: Conceptually mysterious, philosophically questioning, matter-of-factly surreal, bourgeois-ordinary-made-extraordinary.
+
+**Innovation Line**: Commercial illustration technique precision applied to philosophical inquiry enabling systematic visual questioning of reality and perception through impossible scenarios rendered with advertising clarity.
+
+------
+
+### 4) Technical Execution
+
+**Anchors with Measurement Specifications**:
+
+**Line Quality & Tool Marks**: Completely invisible brushwork achieved through commercial illustration technique. No brush strokes visible under magnification. Clean, sharp contours throughout. Every edge precisely defined with commercial advertisement clarity.
+
+**Commercial Illustration Technique Sequences**:
+
+- **Smooth Surface Foundation**: Canvas preparation achieving porcelain-like smoothness through multiple gesso applications
+- **Flat Oil Application**: Paint applied in thin, controlled layers with invisible brush marks (1-2mm maximum thickness)
+- **Material Precision Rendering**: Every surface (fabric, metal, organic matter, architectural elements) rendered with commercial advertisement accuracy
+- **Conceptual Integration**: Impossible elements integrated seamlessly with same technical precision as possible elements
+
+**Texture Thickness Specifications**: Completely flat surface finish. Paint layers 1-2mm maximum thickness. No impasto or visible texture. Surface smoothness comparable to commercial advertisement illustration or photography.
+
+**Edge Treatment**: Sharp, precise contours maintaining commercial illustration standards. No lost edges - every form clearly delineated. Impossible elements rendered with same technical clarity as ordinary objects.
+
+**Detail Hierarchy with Proportional Specifications**:
+
+- Primary conceptual elements: 100% commercial illustration precision
+- Secondary realistic elements: 100% material accuracy maintaining equal focus
+- Background environments: 95% architectural and atmospheric precision
+- All elements maintain equal technical quality - no hierarchy of rendering precision
+
+**Material Simulation with Authentic Characteristics**: Every surface exhibits material-specific behavior with commercial accuracy. Fabric shows authentic weave and drape, metal displays period-appropriate reflection patterns, organic matter exhibits botanical accuracy, architectural elements show construction material precision.
+
+**Pose Anchors**:
+
+- Bourgeois formality: Classical contrapposto adapted to business suit posture (15-20 degree head angles)
+- Anonymous positioning: Generic middle-class stance avoiding individual personality expression
+- Conceptual composure: Ordinary positioning maintained despite extraordinary circumstances
+- Commercial clarity: Figure positioning optimized for philosophical message communication
+
+**Scale Hierarchy**: Proportional relationships follow conceptual rather than realistic logic - impossible scale shifts (200-500% enlargements/reductions) rendered with technical precision equal to properly scaled elements.
+
+**Material Authenticity**: Authentic oil painting surface with commercial illustration characteristics. Completely smooth finish requiring close examination viewing. No digital simulation of traditional media effects.
+
+**Period Consistency**: All technical methods documented from 1926-1967 Magritte studio practice in Brussels. Commercial art background influencing fine art technique with period-appropriate materials and methods.
+
+**Canvas Adaptation**: Composition designed specifically for declared aspect ratio with conceptual narrative elements extending naturally following philosophical inquiry principles rather than decorative space-filling.
+
+------
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks**:
+
+- **Bourgeois Business Formal**: Conservative 1920s-1960s European business suits, bowler hats, white shirts, conservative ties rendered with commercial illustration precision
+- **Anonymous Middle-Class**: Generic contemporary professional attire emphasizing social conformity and individual invisibility
+- **Period-Appropriate Feminine**: Conservative 1920s-1960s women's fashion when appropriate to subject, avoiding decoration that disrupts conceptual focus
+- **Everyman Uniformity**: Clothing as social uniform rather than individual expression, emphasizing generic bourgeois conformity
+
+**Fabric Behavior**: All textiles rendered with commercial illustration accuracy showing authentic material physics. Business suit wool displaying proper drape and sheen. Cotton shirts showing authentic weave characteristics. All clothing maintaining period-appropriate construction and fit.
+
+**Accessory Caps**: Minimal integration (1-2 accessories maximum) - bowler hats essential, occasional umbrellas, pipes, or generic bourgeois accessories carrying conceptual rather than decorative significance.
+
+**Color Palette Restrictions**: Muted commercial palette dominated by grays, navy blues, earth tones, conservative colors. Limited bright accents (red ties, green apples) used strategically for conceptual emphasis. All colors authentic to commercial illustration standards and period accuracy.
+
+**Wardrobe Variation Required**: Primary garment treatment cycles through bourgeois professional variations - avoid identical business suit presentations. Each iteration requires different conservative professional styling while maintaining anonymous middle-class uniformity.
+
+**Props**:
+
+- **1 Hero Prop**: Selected from documented Magritte iconography (green apple, bowler hat, umbrella, pipe, mirror, book, architectural element)
+- **Optional 1 Micro Prop**: Small conceptual elements (keys, birds, clouds, geometric shapes) integrated for philosophical inquiry
+
+**YAML Prop Pools**:
+
+```yaml
+conceptual_elements:
+  - green_apple: "crisp perfect apple used for face obscuration or impossible placement"
+  - bowler_hat: "95mm diameter anonymous middle-class uniform headwear"
+  - black_umbrella: "bourgeois weather protection tool in impossible contexts"
+  - wooden_pipe: "smoking implement questioning image-reality relationships"
+  - architectural_mirror: "reflection device revealing conceptual impossibilities"
+  - closed_book: "knowledge container with mysterious unopened content"
+
+impossible_scenarios:
+  - floating_rocks: "heavy stone objects defying gravity with matter-of-fact presentation"
+  - scale_disruptions: "ordinary objects at impossible sizes maintaining technical precision"
+  - material_transformations: "solid objects rendered transparent or in impossible states"
+  - spatial_impossibilities: "architectural elements in conceptually impossible arrangements"
+  - time_paradoxes: "day/night simultaneity or temporal impossibilities"
+  - identity_questions: "face obscuration or duplication raising identity concerns"
+
+architectural_elements:
+  - stone_wall_parapet: "low wall elements for figure placement and background structure"
+  - window_frames: "domestic architecture revealing impossible exterior views"
+  - interior_rooms: "bourgeois domestic spaces with conceptual disruptions"
+  - cloudy_skies: "atmospheric backgrounds with bright blue and white clouds"
+```
+
+**Coherence Filter**: All wardrobe and prop elements support 1926-1967 Belgian/European bourgeois context with authentic commercial illustration accuracy. Fallback to simple conservative presentation if anachronistic elements detected.
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2)**:
+
+- ❌ "original aspect ratio", "source dimensions", "unmodified framing"
+- ❌ "emotional brushwork", "expressionistic technique", "visible paint texture", "artistic flourishes"
+- ❌ "conventional logical relationships", "realistic spatial arrangements", "ordinary object placement"
+- ❌ "bohemian styling", "individualistic fashion", "decorative accessories", "artistic dress"
+- ❌ "abstract imagery", "non-representational elements", "purely emotional content"
+
+**Canvas Positives (≥2)**:
+
+- ✅ "exactly [declared ratio]", "recomposed for [format name]"
+- ✅ "commercial illustration precision", "invisible brushwork", "advertisement clarity"
+- ✅ "conceptual impossibility", "philosophical questioning", "visual paradox integration"
+- ✅ "bourgeois anonymity", "middle-class conformity", "generic professional attire"
+- ✅ "matter-of-fact surrealism", "ordinary technique extraordinary content", "commercial technique philosophical inquiry"
+
+**Vocabulary Warnings**: Avoid "artistic," "expressive," "emotional" - use "conceptual," "philosophical," "matter-of-fact." Avoid "decorative" - use "conceptually significant," "philosophically loaded," "reality-questioning."
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**:
+
+- **For Portrait Ratios (3:4, 4:5)**: Subject dominance ≥70% with conceptual element integration, philosophical inquiry emphasis through close examination
+- **For Landscape Ratios (4:3, 16:9)**: Architectural or environmental context ≥40%, conceptual impossibility distributed across horizontal space following commercial layout principles
+- **For Square (1:1)**: Central conceptual focus with balanced impossible element distribution, equal weight between figure and philosophical context
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+- **Perspective Regime**: Traditional Renaissance single-point perspective maintained even within impossible spatial relationships. Mathematical precision applied to conceptual impossibilities.
+- **Grid/Symmetry**: Commercial advertisement layout principles with classical Renaissance symmetry adapted to philosophical content rather than product promotion.
+- **Figure:Ground %**: Primary figure 60-70%, conceptual environment 30-40%, no areas without philosophical significance - every surface carrying conceptual inquiry weight.
+- **Density %**: Moderate precision density allowing conceptual clarity - 60-70% detailed content with strategic negative space for philosophical contemplation.
+- **Lighting Logic**: Even, commercial illustration lighting avoiding dramatic shadows. Single light source with consistent behavior applied to both possible and impossible elements equally.
+- **Detail:Negative Space Ratio**: Balanced relationship - sufficient detail for commercial clarity with negative space supporting conceptual focus optimized for declared ratio viewing.
+
+**REQUIRED ANCHORS**:
+
+- **Surface Context**: Oil on canvas with commercial illustration surface preparation achieving advertisement-quality smoothness requiring close viewing for technical appreciation.
+- **Frame/Band Anchor**: No external frames - composition exists within canvas boundaries with conceptual elements extending naturally to edges without decorative framing.
+- **Production Context**: 1926-1967 Belgian studio methods combining commercial art background with fine art application using documented Magritte techniques and period-appropriate materials.
+- **Ratio Enforcement**: Composition designed specifically for declared aspect ratio with conceptual philosophical elements following commercial layout hierarchy rather than random placement.
+
+------
+
+### 8) Typography & Text Integration
+
+**Binary**: Selective integration permitted when authentic to conceptual inquiry tradition or documented Magritte practice
+
+**Text Policy**: Typography only permitted when essential to philosophical inquiry (image-word relationship questioning). Most famous application: "Ceci n'est pas une pipe" from The Treachery of Images. Text must question reality rather than describe or decorate.
+
+**If Typography Permitted**:
+
+- **Conceptual Integration Authenticity**: Only text that questions image-reality relationships following documented Magritte philosophical inquiry methods
+- **Commercial Lettering Style**: Simple, clear commercial typography appropriate to 1920s-1960s Belgian/European commercial illustration standards
+- **Reality Questioning Function**: Text elements challenging viewer assumptions about representation, image-object relationships, language-reality connections
+- **Language Authenticity**: French or English period-appropriate phrasing with documented philosophical questioning content
+- **Minimal Integration**: Maximum 1-2 short phrases positioned for conceptual impact rather than decorative effect
+
+**Period Typography Restrictions**: Hand-lettered or simple commercial typesetting following 1920s-1960s commercial illustration conventions. No modern digital typography or contemporary font designs.
+
+**Historical Accuracy**: All text elements must derive from documented Magritte philosophical inquiry methods or period-equivalent conceptual questioning with authentic commercial illustration characteristics.
+
+------
+
+## Magritte-Specific Guardrails
+
+### **Conceptual Transformation Implementation**:
+
+- All impossible elements must be rendered with identical technical precision to possible elements - no visual hierarchy between real and surreal
+- Philosophical questioning emphasized over pure fantasy - every impossibility serves conceptual inquiry purpose
+- Matter-of-fact presentation essential - extraordinary content presented with commercial illustration ordinariness
+- Visual paradoxes integrated seamlessly without calling attention to technique rather than concept
+
+### **Commercial Illustration Authentication**:
+
+- Surface quality must achieve advertisement-level smoothness and precision with invisible brushwork under magnification
+- Material rendering accuracy applied equally to possible and impossible elements maintaining commercial illustration standards
+- Color palette restricted to commercial illustration conventions with strategic accent colors for conceptual emphasis
+- Technical execution prioritizing conceptual clarity over artistic expression or emotional content
+
+### **Bourgeois Anonymous Identity Requirements**:
+
+- Business suit accuracy following 1920s-1960s European professional fashion with authentic construction and materials
+- Bowler hat specifications (95mm diameter) maintained consistently as symbol of middle-class conformity and anonymity
+- Generic facial features avoiding individual personality expression - emphasis on universal everyman characteristics
+- Clothing as social uniform rather than personal expression, supporting themes of conformity and identity questioning
+
+### **Philosophical Inquiry Standards**:
+
+- Every compositional decision must serve conceptual questioning rather than aesthetic beauty or emotional expression
+- Impossible elements integrated to challenge viewer assumptions about reality, perception, and representation
+- Commercial technique precision enabling clear philosophical communication without artistic distraction
+- Matter-of-fact presentation of extraordinary content maintaining intellectual rather than emotional engagement
+
+### **Period Consistency Requirements**:
+
+- All cultural elements authentic to 1926-1967 Belgian/European bourgeois context with commercial illustration accuracy
+- Fashion, architecture, and objects limited to period-appropriate items with documented commercial illustration rendering methods
+- Technical methods following Magritte studio practice combining commercial art background with fine art precision
+- Conceptual content addressing philosophical questions accessible to period intellectual context rather than contemporary theory
+
+### **Reality-Questioning Technique Rules**:
+
+- Visual impossibilities must maintain logical internal consistency - impossible scenarios rendered with realistic precision
+- Scale disruptions, material transformations, and spatial paradoxes integrated seamlessly with commercial illustration accuracy
+- Face obscuration techniques (apples, shrouds, geometric displacement) applied with material physics accuracy despite impossible placement
+- Every impossible element serving documented philosophical inquiry themes rather than arbitrary surreal decoration
+
+---
+
+# Leonora Carrington
+
+**Version:** 4.2 (Carrington Specialized) **Artist Period:** 1937-2011 (Peak Surrealist Period: 1942-1980s in Mexican Exile) **Primary Technique:** Metamorphic Surrealism via Tempera Precision and Impossible Spatial Integration
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via metamorphic transformation and impossible spatial integration; recognizable through archetypal rather than individual characteristics.
+- **Technical Measurement Authority:** Quantitative specifications ("elongated proportions 150-200%", "muted earth palette 70-80% desaturation", "impossible spatial relationships") override descriptive language.
+- **Process-Over-Result Priority:** Tempera layering technique (smooth gesso preparation→earth-tone foundation→metamorphic integration→atmospheric impossibility) supersede visual appearance descriptions.
+- **Custom Flag Authorization:** Carrington-specific metamorphic transformations permitted when standard surrealist options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate anatomically impossible or spatially disturbing imagery when historically accurate to metamorphic transformation themes.
+
+### **Carrington-Specific Face-Treatment Flags (choose one):**
+
+- `archetypal-simplified-features`: Smooth, doll-like facial features with enlarged eyes and simplified modeling - archetypal rather than individual characteristics
+- `metamorphic-creature-integration`: Human facial features seamlessly blending with animal characteristics (owl-like eyes, elongated proportions) without costume elements
+- `theatrical-ceremonial-presentation`: Features serving ritual narrative function rather than portrait likeness - mask-like quality supporting mysterious ceremony
+- `timeless-mythological-modeling`: Face rendering that exists outside historical periods - neither ancient nor modern but psychologically constructed
+- `psychological-symbol-features`: Facial characteristics emphasizing symbolic role over individual identity - smooth tempera precision with enlarged expressive eyes
+
+### **Carrington-Specific Pose Flags (choose one):**
+
+- `metamorphic-anatomical-transformation`: Figure positioning accommodating impossible anatomical changes (elongated limbs, animal-human transitions, impossible proportions)
+- `ceremonial-ritual-positioning`: Choreographed positioning for mysterious ceremonies or ritual activities - theatrical rather than naturalistic
+- `impossible-spatial-integration`: Figure placement defying normal perspective and spatial logic within architecturally impossible environments
+- `archetypal-symbolic-stance`: Positioning emphasizing mythological or symbolic role rather than individual human gesture
+- `theatrical-stage-arrangement`: Multiple figures arranged for narrative drama within psychologically constructed environments
+
+### **Carrington Canvas Control Flags (choose one):**
+
+- `strict-reframe-impossible`: Recompose entirely for spatially impossible environments and metamorphic creature integration
+- `theatrical-extend-background`: Extend dream-stage environments that blend interior/exterior spatial logic with impossible architectural relationships
+- `metamorphic-adaptation`: Canvas adaptation following transformation logic and impossible spatial construction principles
+
+### **Missing Renderer-Agnostic Guardrails**:
+
+- **Media Hybrid Flag (optional)**: `tempera-precision-mixed-media`, `metamorphic-material-integration`, `impossible-spatial-fusion`
+- **Material Physics Authority**: Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique**: Viewing distance requirements affect brushwork precision and detail hierarchy
+- **Cultural Production Authenticity**: Indigenous and traditional methods take precedence over modern interpretations
+- **Quantifiers authoritative**: numeric anchors are targets
+- **Text policy**: Only render text if Section 8 authorizes
+- **Safety/IP**: No nudity/gore; no real logos/watermarks/signatures
+- **Age & wardrobe guardrail**: Minors = modest; unknown age defaults to adult neutral
+- **Gender expression**: Respect presented
+- **Material authenticity**: No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics
+- **Period Production Authenticity**: For historical publication styles, use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection
+- **Composition boundaries**: No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Failure Mode Flags**: Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.)
+- **Silent validation**: Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw subject entirely from scratch in **Leonora Carrington's metamorphic surrealist style (1937-2011)**.
+- Preserve likeness through **archetypal transformation** and impossible spatial integration.
+- **Timeframe**: Peak metamorphic surrealist period emphasizing impossible transformations and theatrical environments (1942-1980s).
+- **Degree of likeness**: Archetypal rather than individual; emphasis on metamorphic possibilities and symbolic role within impossible scenarios.
+- **Emotional tone**: Metamorphically transformative, spatially impossible, theatrically ceremonial, archetypally symbolic, atmospherically mysterious.
+- **Pose conventions**: Impossible anatomical positioning; integration with metamorphic environments and ceremonial narratives within spatially impossible theatrical stages.
+- **IP Safeguard Declaration**: Create original metamorphic transformation avoiding copyrighted Carrington estate elements and specific symbolic combinations.
+- **Face-Treatment Flag**: `archetypal-simplified-features`
+- **Pose Flag**: `metamorphic-anatomical-transformation`
+- **Canvas Control Flag**: `metamorphic-adaptation`
+- **Media Hybrid Flag**: `tempera-precision-mixed-media`
+- **Style Dominance**: The final result must be a metamorphic surrealist painting emphasizing impossible transformations and spatial relationships through tempera precision applied to archetypal symbolic narratives.
+- **Mode Selector**: Gallery fine art with metamorphic authenticity and impossible spatial authority.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4` (portrait for metamorphic transformation studies and impossible interior scenarios)
+- `4:3` (landscape for theatrical environments and multiple creature integration)
+- `1:1` (square for balanced ceremonial compositions and circular ritual arrangements)
+- `4:5` (elongated portrait for vertical transformation emphasis and architectural impossibility)
+- `5:3` (panoramic for horizontal ceremonial narratives and environmental metamorphosis)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background with spatially impossible environments (theatrical interior/exterior spaces, architecturally impossible rooms, ceremonial stages that defy perspective) following metamorphic narrative principles
+- **Spatial Allocation**: Subject placement according to impossible spatial logic rather than realistic perspective - figures positioned for symbolic narrative within dream-constructed environments
+- **Background Treatment**: Detailed extension of spatially impossible environments with precise tempera modeling - architectural spaces that bend logic while maintaining technical precision
+- **Format Justification**: Canvas ratio optimized for Carrington's impossible spatial narratives and metamorphic transformation visualization through theatrical staging principles
+
+------
+
+### 3) Artistic Style & Context
+
+**Medium/Production Method**: Egg tempera on gessoed wood panels, oil on canvas with tempera-precise preparation methods. Canvas/panel prepared with smooth gesso surface achieving controlled atmospheric effects. Paint application through precise layering building smooth, luminous surfaces with psychological depth. Traditional tempera technique creating enamel-like finish with archetypal clarity.
+
+**Thematic Purpose**: Creating impossible metamorphic scenarios requiring symbolic interpretation; processing personal transformation through archetypal imagery; integrating human-animal characteristics within spatially impossible environments; challenging spatial logic through theatrically constructed dream-stages rendered with technical precision.
+
+**Period Framing**: British-Mexican Surrealist exile period (1937-2011) emphasizing metamorphic transformation and spatially impossible narrative construction. Focus on archetypal symbolic scenarios engaging viewers in mythological puzzle-solving through impossible environments.
+
+**5 Hallmark Motifs with Quantified Specifications**:
+
+1. **Metamorphic Human-Animal Integration**: Seamless anatomical transformation with 60-70% human characteristics blending with 30-40% animal features - elongated proportions (150-200% normal scale) integrated organically without costume elements
+2. **Spatially Impossible Environments**: Theatrical stage-like spaces defying perspective logic - 70-80% architecturally impossible spatial relationships with interior/exterior boundaries dissolved
+3. **Archetypal Ceremonial Groupings**: Multiple figures arranged in ritual scenarios - 80-90% symbolic positioning rather than naturalistic human interaction within mysterious ceremony contexts
+4. **Muted Earth-Tone Atmospheric Integration**: Desaturated palette (70-80% muted saturation) dominated by ochres, umbers, earth tones with selective bright accents (10-20% composition) for symbolic emphasis
+5. **Timeless Symbolic Clothing**: Simple, archetypal garments existing outside historical periods - robes, tunics, basic shapes (90% simplified forms) serving symbolic rather than fashion function
+
+**Tone Tag**: Metamorphically transformative, spatially impossible, archetypally symbolic, atmospherically mysterious, theatrically ceremonial.
+
+**Innovation Line**: Tempera precision technique applied to metamorphic surrealism enabling systematic impossible transformation visualization through spatial impossibility and archetypal symbolic integration within theatrical dream-stages.
+
+------
+
+### 4) Technical Execution
+
+**Anchors with Measurement Specifications**:
+
+**Line Quality & Tool Marks**: Precise tempera technique achieving smooth, enamel-like surface quality with controlled atmospheric integration. Clean contours supporting metamorphic transformation (2-3mm paint thickness) with archetypal clarity rather than individual detail emphasis.
+
+**Metamorphic-Tempera Technique Sequences**:
+
+- **Smooth Gesso Foundation**: Panel/canvas preparation achieving porcelain-like surface for precise tempera application and metamorphic clarity
+- **Earth-Tone Atmospheric Base**: Muted earth palette foundation (ochres, umbers, desaturated earth tones) creating psychological atmosphere supporting impossible scenarios
+- **Metamorphic Integration Layer**: Precise rendering of impossible anatomical transformations and spatial relationships with seamless technical execution
+- **Archetypal Symbolic Detailing**: Final layer emphasizing symbolic clarity and ceremonial narrative function through precise tempera modeling
+
+**Texture Thickness Specifications**: Smooth tempera application with minimal surface texture. Paint layers 2-3mm maximum thickness achieving enamel-like finish. Surface precision supporting archetypal clarity rather than expressive brushwork.
+
+**Edge Treatment**: Clean, precise contours supporting metamorphic transformations and impossible spatial relationships. Forms rendered with tempera clarity maintaining archetypal symbolic function. Impossible elements integrated seamlessly through precise technical execution.
+
+**Detail Hierarchy with Proportional Specifications**:
+
+- Metamorphic transformations: 90-95% technical precision with impossible anatomical accuracy
+- Spatially impossible environments: 80-90% architectural precision within impossible spatial logic
+- Archetypal figures: 85-95% symbolic clarity with simplified facial modeling and enlarged expressive eyes
+- Atmospheric backgrounds: 70-80% environmental precision supporting impossible spatial relationships
+
+**Material Simulation with Authentic Characteristics**: Every surface (fabric, organic matter, architectural elements, creature components) rendered with tempera precision supporting impossible scenarios. Metamorphic elements exhibit seamless technical integration within archetypal symbolic contexts.
+
+**Pose Anchors**:
+
+- Anatomical impossibility: Elongated proportions (150-200% normal scale) with seamless human-animal integration maintaining dignified presentation
+- Ceremonial positioning: Choreographed arrangement for ritual narrative function rather than naturalistic human gesture
+- Spatial impossibility: Figure placement defying perspective logic within architecturally impossible theatrical environments
+- Archetypal symbolic stance: Positioning emphasizing mythological role through simplified, timeless gesture economy
+
+**Scale Hierarchy**: Proportional relationships follow symbolic rather than realistic significance - archetypal elements sized according to narrative importance (transformation figures 150-200% emphasized, ceremonial objects 120-180% symbolic scale, environmental elements supporting impossible spatial logic).
+
+**Material Authenticity**: Authentic tempera and oil painting surface with smooth, enamel-like characteristics. Precise technical execution requiring intimate viewing for archetypal symbolic appreciation. No digital simulation of traditional media effects.
+
+**Period Consistency**: All technical methods documented from 1937-2011 Carrington studio practice. Tempera technique precision applied to impossible spatial relationships and metamorphic transformation with archetypal symbolic integration.
+
+**Canvas Adaptation**: Composition designed specifically for declared aspect ratio with impossible spatial narrative elements extending naturally following theatrical staging principles rather than realistic perspective organization.
+
+------
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks**:
+
+- **Timeless Archetypal Garments**: Simple robes, tunics, basic shapes existing outside historical periods - serving symbolic rather than fashion function
+- **Ceremonial Ritual Attire**: Dark robes and simple garments appropriate for mysterious ceremonies - emphasizing participant role rather than individual identity
+- **Metamorphic-Adaptive Clothing**: Garments accommodating impossible anatomical transformations - fabric behavior supporting creature integration rather than realistic drape
+- **Symbolic Color Integration**: Clothing in muted earth tones (blacks, browns, ochres) with selective bright accents serving narrative emphasis rather than decorative display
+- **Theatrical Costume Elements**: Simple, mask-like garments supporting theatrical narrative function within impossible spatial environments
+
+**Fabric Behavior**: All textiles rendered with tempera precision supporting symbolic narrative function. Clothing integrated organically within metamorphic transformations and impossible spatial relationships. Fabric serving archetypal symbolic role rather than realistic material physics.
+
+**Accessory Caps**: Minimal integration (0-1 accessories maximum) - accessories serving symbolic narrative function within metamorphic transformation contexts rather than decorative elements.
+
+**Color Palette Restrictions**: Muted earth-tone dominance (ochres, umbers, earth browns, desaturated greens) with 70-80% muted saturation levels. Strategic bright accents (10-20% composition) in reds, oranges, yellows for symbolic emphasis. Colors supporting archetypal atmosphere rather than realistic lighting.
+
+**Wardrobe Variation Required**: Primary garment treatment cycles through archetypal symbolic variations - avoid identical presentations while maintaining timeless, non-period specific integration within impossible scenarios.
+
+**Props**:
+
+- **1 Hero Prop**: Selected from archetypal symbolic objects (eggs, vessels, geometric forms, organic specimens, simple ritual items) integrated within metamorphic narrative context
+- **Optional 1 Micro Prop**: Small symbolic elements (spheres, organic forms, simple tools) serving transformation narrative rather than decorative function
+
+**YAML Prop Pools**:
+
+```yaml
+metamorphic_transformation_elements:
+  - organic_eggs: "universal creation symbols integrated naturally within metamorphic transformation scenarios"
+  - geometric_vessels: "simple containers with impossible contents supporting archetypal narrative function"
+  - ritual_spheres: "mysterious orbs serving ceremonial function within impossible spatial environments"
+  - transformation_apparatus: "simple equipment supporting metamorphic creature integration and symbolic narrative"
+  - organic_specimens: "natural forms serving psychological narrative within spatially impossible contexts"
+  - ceremonial_objects: "ritual items integrated within theatrical staging and archetypal symbolic scenarios"
+
+creature_metamorphic_integration:
+  - white_horses: "liberation symbols appearing naturally within impossible spatial narratives and ceremonial contexts"
+  - owl_creature_companions: "wisdom symbols with enlarged eyes integrated within metamorphic transformation scenarios"
+  - hybrid_beings: "seamless human-animal combinations serving archetypal narrative function within impossible environments"
+  - bird_transformation_elements: "avian characteristics integrated naturally within human metamorphic possibilities"
+  - mammalian_integration: "animal features blended organically within human archetypal transformation scenarios"
+  - symbolic_creature_groupings: "multiple beings arranged for ceremonial narrative within spatially impossible theatrical stages"
+
+impossible_spatial_environment_elements:
+  - architectural_impossibilities: "columns, arches, rooms defying perspective logic within theatrical staging principles"
+  - interior_exterior_dissolution: "spaces simultaneously indoor and outdoor supporting impossible spatial relationships"
+  - ceremonial_staging_areas: "theatrical environments constructed for ritual narrative rather than realistic architecture"
+  - atmospheric_lighting_sources: "illumination defying physics while supporting archetypal symbolic mood and narrative clarity"
+  - geometric_spatial_constructions: "mathematical forms integrated within organic environments creating impossible spatial logic"
+  - threshold_transformation_spaces: "architectural elements suggesting metamorphic transition and symbolic journey within dream-constructed environments"
+```
+
+**Coherence Filter**: All wardrobe and prop elements support 1937-2011 metamorphic surrealist period with authentic archetypal symbolic accuracy. Fallback to simple symbolic presentation maintaining impossible spatial quality and metamorphic transformation authenticity.
+
+------
+
+### 6) Constraints
+
+**Canvas Negatives (≥2)**:
+
+- ❌ "original aspect ratio", "source dimensions", "unmodified framing"
+- ❌ "realistic spatial relationships", "logical perspective", "naturalistic architectural environments", "conventional interior design"
+- ❌ "individual portrait likeness", "contemporary fashion", "period-specific clothing", "decorative costume elements"
+- ❌ "expressive brushwork", "visible paint texture", "impressionistic surface", "loose painterly technique"
+- ❌ "bright saturated colors", "contemporary color schemes", "photographic lighting", "modern atmospheric effects"
+
+**Canvas Positives (≥2)**:
+
+- ✅ "exactly [declared ratio]", "recomposed for [format name]"
+- ✅ "impossible spatial relationships", "theatrical dream-stage environments", "architecturally impossible interior-exterior spaces"
+- ✅ "metamorphic human-animal integration", "seamless anatomical transformation", "elongated archetypal proportions"
+- ✅ "smooth tempera precision", "enamel-like surface quality", "archetypal symbolic clarity"
+- ✅ "muted earth-tone palette", "desaturated atmospheric colors", "selective symbolic color accents"
+
+**Vocabulary Warnings**: Avoid "realistic," "naturalistic," "individual" - use "archetypal," "metamorphic," "spatially impossible." Avoid "decorative" - use "symbolically integrated," "ceremonially functional," "transformation-supporting."
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**:
+
+- **For Portrait Ratios (3:4, 4:5)**: Metamorphic figure dominance ≥70% with impossible spatial environment integration, archetypal transformation emphasis through vertical format supporting ceremonial narrative
+- **For Landscape Ratios (4:3, 5:3, 16:9)**: Spatially impossible environmental context ≥50%, theatrical staging distribution across horizontal space following dream-stage logic rather than realistic perspective
+- **For Square (1:1)**: Central archetypal focus with balanced impossible element distribution, equal weight between metamorphic figure and spatially impossible environmental context
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+- **Perspective Regime**: Impossible spatial organization defying realistic perspective while maintaining tempera precision. Theatrical staging principles creating dream-environments supporting archetypal narrative rather than naturalistic space.
+- **Grid/Symmetry**: Ceremonial arrangement following symbolic narrative logic rather than realistic spatial organization. Archetypal positioning emphasizing ritual function over naturalistic gesture.
+- **Figure:Ground %**: Archetypal figures 60-70%, spatially impossible environmental context 30-40%, atmospheric areas supporting symbolic narrative - every surface carrying transformation significance through tempera precision
+- **Density %**: Moderate symbolic density supporting archetypal clarity - 60-70% detailed content with atmospheric integration allowing ceremonial contemplation rather than decorative oversaturation
+- **Lighting Logic**: Impossible atmospheric lighting creating symbolic mood through multiple inconsistent sources. Tempera precision applied to lighting that supports archetypal narrative rather than realistic illumination.
+- **Detail:Negative Space Ratio**: Balanced archetypal relationship supporting symbolic storytelling - atmospheric depth allowing ceremonial engagement with metamorphic elements integrated through tempera precision
+
+**REQUIRED ANCHORS**:
+
+- **Surface Context**: Tempera and oil on wood panels/canvas with smooth gesso preparation and enamel-like precision characteristics requiring intimate symbolic viewing engagement
+- **Frame/Band Anchor**: No external frames - composition exists within canvas boundaries following archetypal presentation conventions
+- **Production Context**: 1937-2011 British-Mexican exile studio methods with authentic tempera technique research and metamorphic symbolic practice integration
+- **Ratio Enforcement**: Composition designed specifically for declared aspect ratio with impossible spatial narrative elements following theatrical staging principles rather than realistic architectural organization
+
+------
+
+### 8) Typography & Text Integration
+
+**Binary**: Omit entirely - Carrington's metamorphic surrealism emphasized pure archetypal visual transformation without text integration
+
+**Text Policy**: No typography permitted. All metamorphic and symbolic content communicated through visual transformation and impossible spatial integration. Any text elements would violate authentic Carrington aesthetic approach focusing on archetypal visual language and symbolic storytelling through tempera precision alone.
+
+**Historical Accuracy**: Carrington's gallery works excluded text integration - maintained metamorphic surrealist art purity through visual archetypal communication exclusively. Symbolic transformation and impossible spatial content transmitted through tempera technique, metamorphic integration, and theatrical staging rather than written language.
+
+------
+
+## Carrington-Specific Guardrails
+
+### **Metamorphic Transformation Implementation**:
+
+- All impossible elements must serve archetypal transformation narrative rather than decorative fantasy
+- Human-animal integration following seamless metamorphic logic with organic anatomical transitions
+- Elongated proportions (150-200% normal scale) maintaining dignified archetypal presentation
+- Spatial impossibilities supporting theatrical dream-stage environments rather than realistic architecture
+
+### **Tempera Precision Authentication**:
+
+- Surface quality must achieve smooth, enamel-like finish with archetypal clarity under intimate viewing
+- Earth-tone palette dominance (70-80% muted saturation) with strategic bright accents for symbolic emphasis
+- Every metamorphic element rendered with technical precision supporting impossible scenarios
+- Compositional organization following theatrical staging principles rather than realistic perspective logic
+
+### **Archetypal Symbolic Standards**:
+
+- Figures serving symbolic narrative function rather than individual portrait likeness
+- Ceremonial positioning emphasizing ritual participation and mythological role over personal identity
+- Clothing as archetypal costume supporting symbolic transformation rather than period fashion accuracy
+- Environmental spaces constructed for symbolic narrative rather than architectural authenticity
+
+### **Spatial Impossibility Requirements**:
+
+- Architectural environments defying perspective logic while maintaining tempera precision
+- Interior/exterior spatial boundaries dissolved supporting dream-stage theatrical environments
+- Multiple spatial viewpoints integrated seamlessly within single composition through technical execution
+- Lighting and atmospheric effects following symbolic narrative rather than realistic illumination physics
+
+### **Period Consistency Requirements**:
+
+- All technical elements authentic to 1937-2011 tempera and oil painting capabilities without modern digital effects
+- Metamorphic themes reflecting surrealist psychological exploration rather than contemporary fantasy illustration
+- Archetypal symbolic content based on mythological and psychological transformation traditions
+- Impossible spatial relationships following dream-logic documented in Carrington's actual studio practice and documented works
+
+### **Impossible Integration Standards**:
+
+- Metamorphic transformations maintaining technical precision within impossible anatomical scenarios
+- Spatial relationships supporting archetypal narrative coherence despite defying realistic perspective
+- Environmental details creating theatrical staging coherence with tempera precision applied to impossible architectural logic
+- Atmospheric integration following symbolic narrative requirements rather than realistic lighting and environmental physics
\ No newline at end of file
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+# Ukiyo-e Art - Museum-Grade Style Framework v4.2
+
+**Version:** 4.2
+ **Purpose:** Authentic Edo period ukiyo-e reproduction with period-accurate woodblock printing techniques and cultural authenticity.
+
+------
+
+## Classical Landscape Style (Fūkei-ga)
+
+### Renderer-Agnostic Adapter
+
+- **Face-Treatment Flags:** `brush-loaded-single-stroke`, `ink-gradation-natural`, `watercolor-soft`
+- **Pose Flags:** `contrapposto`, `candid-motion`, `gestural-fluid`, `cultural-traditional`
+- **Canvas Control Flags:** `adaptive-extend`, `format-native`
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **10:3** (horizontal scroll) or **4:3** (landscape) - ignore source dimensions.
+
+Redraw subject in **Classical Ukiyo-e Landscape (Fūkei-ga)** style:
+
+- Preserve likeness with idealized natural harmony
+- **Timeframe**: 1830s-1850s (Hokusai/Hiroshige era)
+- **Likeness**: Harmoniously stylized within seasonal landscape
+- **Tone**: Serene contemplation, spiritual connection with nature
+- **IP Safeguard**: Original landscape compositions
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**Ratio**: `10:3` (scroll) or `4:3` (standard landscape)
+ **Reframing**: Extend landscape elements (mountains, sky, water)
+ **Allocation**: Subject at rule-of-thirds intersection
+ **Format**: Horizontal for journey narrative and seasonal progression
+
+## 3) Style Context & Material Authenticity
+
+**Influences**: Hokusai's Thirty-six Views, Hiroshige's Tōkaidō Road series, Dutch perspective studies
+ **Medium**: Nishiki-e woodblock printing - water-based pigments on washi paper, 5-12 carved blocks
+ **Purpose**: Affordable travel souvenirs for merchant class
+ **Hallmarks**:
+
+1. Prussian blue dominance (60-70% color area)
+2. Bokashi gradation (3-5 transitions per sky/water)
+3. Mount Fuji integration (15-25% height)
+4. Seasonal markers (minimum 3 indicators)
+5. Human scale reduction (10-15% composition)
+
+**Period**: Edo/Tenpō era (1830-1850)
+ **Tone**: Contemplative, seasonal harmony, travel romance
+
+## 4) Technical Method & Mark-Making
+
+**Line Work**:
+
+- Keyblock precision: 0.3-0.5mm carved lines
+- Organic flow: 15° maximum angle changes
+- Single vanishing point with atmospheric perspective
+- Mount Fuji symmetrical volcanic cone, snow at 60-70% height
+
+**Coloring**:
+
+- Spring: Pink 15%, blue 40%, green 25%
+- Summer: Green 50%, Prussian blue 35%
+- Autumn: Red 30%, brown 25%, blue 30%
+- Winter: Prussian blue 50%, white 35%, gray 10%
+- Bokashi: 2-3 inch zones, 5-7 value steps
+
+**Texture**:
+
+- Washi absorption: 2-3mm pigment penetration
+- Wood grain visibility through transparent layers
+- Rain: 2mm diagonal lines at 45°
+- Snow: Paper reserve with 1-2mm shadows
+
+**Pose**: 15-25° head tilt toward focal point, 30-45° body angle, 60% back leg weight
+ **Scale**: Figures 8-12% height, Fuji 15-25%, sky 40-50%
+ **Materials**: Cherry wood blocks, water pigments, baren pressure 15-25 lbs
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe**:
+
+- Merchant traveler: Indigo cotton kimono, straw sandals, conical hat
+- Pilgrim: White kimono, walking staff, prayer beads
+- Farmer: Hemp work clothes, rain cape
+- Samurai: Two swords, hakama, basket hat
+
+**Fabrics**: Cotton (stiff 90° folds), hemp (2-3mm thickness), silk (flowing curves, forbidden to commoners)
+ **Colors**: Indigo blues, browns, grays (sumptuary laws)
+ **Accessories**: Maximum 2 - walking staff, hat, bundle, umbrella
+
+**Props**: Walking staff (150-170cm) OR conical hat (45cm diameter) + optional gourd/fan
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Negatives**: Original ratio, urban decay, industrial elements, oil painting, opaque colors, complex perspective, bright saturation, digital effects, frames, borders
+
+**Positives**: Exact 10:3 or 4:3 ratio, Prussian blue 60-70%, bokashi gradation, Mount Fuji integration, wood grain visible, hand-carved quality, seasonal markers, human scale 10-15%
+
+## 7) Composition & Lighting Patterns
+
+**10:3 Format**: Journey left-to-right, Fuji at 61.8%, sky 45-50%
+ **4:3 Format**: Fuji central, diagonal composition, sky 40%
+ **Perspective**: Single vanishing point, atmospheric depth 30% lighter distant elements
+ **Lighting**: Diffused natural, shadows max 30% darker
+ **Surface**: Washi mulberry paper with kozo fiber texture
+ **Frame**: OMIT - no borders or decorative elements
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: OMIT text entirely (traditional landscape prints rarely included text beyond seals)
+
+------
+
+## Urban Life Style (Fūzoku-ga)
+
+### Renderer-Agnostic Adapter
+
+- **Face-Treatment Flags:** `brush-loaded-single-stroke`, `painterly-contour`, `silk-scroll-tension`
+- **Pose Flags:** `frontal-rigid`, `power-stance`, `cultural-traditional`
+- **Canvas Control Flags:** `strict-reframe`
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to **3:4** (portrait) or **2:3** (full figure) - ignore source dimensions.
+
+Redraw subject in **Urban Life Ukiyo-e (Fūzoku-ga)** style:
+
+- Preserve likeness with Edo period urbanization
+- **Timeframe**: 1600s-1860s urban entertainment culture
+- **Likeness**: Socially contextualized through fashion and class markers
+- **Tone**: Urban sophistication, contemporary fashion, merchant prosperity
+- **IP Safeguard**: Original character designs avoiding copyrighted elements
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**Ratio**: `3:4` (portrait) or `2:3` (standing figure)
+ **Reframing**: Strict vertical composition for fashion display
+ **Allocation**: Subject dominates 70-80% of frame
+ **Format**: Vertical for full-body fashion presentation
+
+## 3) Style Context & Material Authenticity
+
+**Influences**: Yoshiwara pleasure districts, kabuki culture, merchant class prosperity
+ **Medium**: Nishiki-e woodblock - 8-15 blocks for elaborate kimono patterns
+ **Purpose**: Fashion documentation and urban culture celebration
+ **Hallmarks**:
+
+1. Elaborate textile patterns (minimum 3 pattern types per kimono)
+2. Social status color coding (restricted palettes for commoners)
+3. Urban architectural elements (bridges, teahouses, 15-20% background)
+4. Contemporary hairstyle accuracy (shimada, marumage styles)
+5. Pose sophistication (elegant hand gestures, 3-finger maximum)
+
+**Period**: Edo (1603-1868), peak Genroku era (1688-1704)
+ **Tone**: Urban sophistication, entertainment culture
+
+## 4) Technical Method & Mark-Making
+
+**Line Work**:
+
+- Precise decorative lines: 0.2-0.4mm for fabric patterns
+- Kimono fold precision: 5-7 major folds, 10-15 minor
+- Hair ornament detail: individual strands 0.3mm thickness
+- Urban architecture: parallel lines, no perspective convergence
+
+**Coloring**:
+
+- Rich textile palette: Vermillion, purple (safflower), indigo, gold
+- Pattern complexity: 3-5 overlapping designs per garment
+- Social coding: Courtesans (bright colors), merchants (muted tones)
+- Interior lighting: Warm yellow-orange glow, 20% luminosity
+
+**Texture**:
+
+- Silk representation: Smooth gradients, 40% reflective highlights
+- Brocade patterns: Raised texture illusion, 2-3mm apparent depth
+- Tatami mats: Parallel weave lines, 5mm spacing
+- Paper screens: Translucent white, 30% opacity
+
+**Pose**: Frontal 0-15° angle, hip shift 20-30°, hand gesture 2-3 fingers
+ **Scale**: Figure 70-85% frame, background 15-30%
+ **Materials**: Fine detail carving, multiple color blocks for patterns
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe**:
+
+- Courtesan: Multiple kimono layers (5-7), elaborate obi, ornate hairpins
+- Geisha: Simpler kimono (2-3 layers), controlled elegance
+- Merchant wife: Quality fabrics, hidden luxury (bright linings)
+- Townsman: Haori jacket, hakama, two-tone coordination
+
+**Fabrics**: Silk (flowing curves, 5-7 folds), cotton (structured), brocade (pattern emphasis)
+ **Colors**: Courtesans (vermillion, purple), merchants (browns, muted greens)
+ **Accessories**: Maximum 4 - hairpins, fan, pipe, small purse
+
+**Props**: Folding fan (sensu, 18-20cm) OR long pipe (kiseru, 25-30cm) + optional mirror/letter
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Negatives**: Rural settings, primitive elements, Western clothing, poor conditions, religious contexts, frames
+
+**Positives**: Exact 3:4 or 2:3 ratio, elaborate patterns, social status markers, urban sophistication, textile detail, contemporary fashion accuracy
+
+## 7) Composition & Lighting Patterns
+
+**3:4 Format**: Vertical emphasis, figure 75%, minimal background
+ **2:3 Format**: Full-body display, 70% figure, 30% environment
+ **Background**: Yoshiwara streets, teahouse interiors, Edo bridges
+ **Lighting**: Interior lantern glow, soft shadows 25% darker
+ **Surface**: Fine washi paper for detail preservation
+ **Frame**: OMIT entirely
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: ALLOW for title cartouches (5% area, upper corner, maximum 8 kanji characters)
+
+------
+
+## Theatrical Portrait Style (Yakusha-e)
+
+### Renderer-Agnostic Adapter
+
+- **Face-Treatment Flags:** `painterly-contour`, `theatrical-makeup-bold`, `exaggerated-features`
+- **Pose Flags:** `power-stance`, `gestural-fluid`, `dramatic-tension`
+- **Canvas Control Flags:** `strict-reframe`
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to **3:4** (portrait) or **2:3** (dynamic pose) - ignore source dimensions.
+
+Redraw subject in **Theatrical Portrait Ukiyo-e (Yakusha-e)** style:
+
+- Preserve likeness with kabuki enhancement
+- **Timeframe**: 1670s-1860s actor portrait tradition
+- **Likeness**: Theatrically stylized with dramatic makeup
+- **Tone**: Dramatic intensity, celebrity worship, performance art
+- **IP Safeguard**: Original character designs
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**Ratio**: `3:4` (close portrait) or `2:3` (dramatic pose)
+ **Reframing**: Dynamic diagonal composition for theatrical impact
+ **Allocation**: Face 40-50% for makeup detail emphasis
+ **Format**: Vertical for dramatic presence
+
+## 3) Style Context & Material Authenticity
+
+**Influences**: Kabuki theater, celebrity culture, dramatic performance
+ **Medium**: Bold woodblock printing, 6-10 color blocks
+ **Purpose**: Celebrity portraits and performance promotion
+ **Hallmarks**:
+
+1. Kumadori makeup (bold face painting, 3-5 color areas)
+2. Mie pose (climactic frozen gesture, 45° body twist)
+3. Exaggerated features (eyes 150% normal size, eyebrows 200% thick)
+4. Costume elaboration (10-15 pattern elements)
+5. Character role indicators (specific colors/symbols)
+
+**Period**: Edo (1670-1868), peak Tenmei era (1781-1789)
+ **Tone**: Theatrical glamour, dramatic intensity
+
+## 4) Technical Method & Mark-Making
+
+**Line Work**:
+
+- Bold dramatic lines: 0.5-0.8mm for makeup contours
+- Exaggerated proportions: Eyes +50%, eyebrows +100% thickness
+- Costume detail: Complex patterns, 0.3mm precision
+- Dynamic pose lines: Curved energy flows, 30-45° angles
+
+**Coloring**:
+
+- Makeup palette: Red (kumadori lines), white (base), black (shadows)
+- Costume richness: Gold, deep blues, vermillion, purple
+- Character coding: Red (heroes), blue (villains), brown (rogues)
+- Dramatic contrast: 60% value range between highlights/shadows
+
+**Texture**:
+
+- Face smoothness: Minimal texture, makeup flatness
+- Costume brocade: Rich pattern overlay, metallic sheen 50%
+- Hair lacquer: Glossy black, 70% reflective
+- Stage lighting: Sharp highlights, defined shadows
+
+**Pose**: 45° body twist, head 30° tilt, dramatic hand gesture (5 fingers spread)
+ **Scale**: Head 35-45% frame, costume details 40%
+ **Materials**: Bold carving, high contrast printing
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe**:
+
+- Aragoto (rough style): Bold patterns, exaggerated shoulders, red dominant
+- Wagoto (soft style): Elegant flowing, pastels, graceful draping
+- Onnagata (female role): Elaborate kimono, 7-10 layers visible
+- Villain: Dark colors, sharp angles, asymmetric design
+
+**Fabrics**: Stage silk (dramatic folds), brocade (heavy patterns), metallic threads
+ **Colors**: Role-specific - hero (red/gold), villain (blue/black), lover (pink/purple)
+ **Accessories**: Maximum 4 - sword, fan, wig ornaments, face paint
+
+**Props**: Katana sword (90-100cm) OR folding fan (30cm, dramatic spread) + optional stage prop
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Negatives**: Subtle styling, everyday presentation, non-theatrical elements, frames
+
+**Positives**: Exact 3:4 or 2:3 ratio, kumadori makeup, mie pose, exaggerated features 150%, theatrical costume, dramatic contrast
+
+## 7) Composition & Lighting Patterns
+
+**3:4 Format**: Close portrait, face 45%, dramatic lighting
+ **2:3 Format**: Dynamic pose, 30° diagonal, stage context 20%
+ **Background**: Theatrical elements, stage curtains, dramatic shadows
+ **Lighting**: Stage spots, high contrast 60% range
+ **Surface**: Quality washi for color vibrancy
+ **Frame**: OMIT
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: ALLOW (actor name cartouche, 8% area, role information maximum 10 characters)
+
+------
+
+## Nature Study Style (Kachō-ga)
+
+### Renderer-Agnostic Adapter
+
+- **Face-Treatment Flags:** `brush-loaded-single-stroke`, `watercolor-soft`, `delicate-detail`
+- **Pose Flags:** `cultural-traditional`, `contemplative-stillness`
+- **Canvas Control Flags:** `format-native`, `adaptive-extend`
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to **3:4** (vertical study) or **1:1** (album format) - ignore source dimensions.
+
+Redraw subject in **Nature Study Ukiyo-e (Kachō-ga)** style:
+
+- Preserve likeness with natural harmony integration
+- **Timeframe**: 1750s-1860s bird-and-flower tradition
+- **Likeness**: Naturally integrated with botanical elements
+- **Tone**: Peaceful observation, seasonal beauty, quiet contemplation
+- **IP Safeguard**: Original nature compositions
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**Ratio**: `3:4` (vertical) or `1:1` (square album)
+ **Reframing**: Natural element integration, botanical focus
+ **Allocation**: Subject harmonized with flora/fauna 50:50
+ **Format**: Vertical for traditional botanical study
+
+## 3) Style Context & Material Authenticity
+
+**Influences**: Chinese bird-flower painting, Japanese seasonal awareness
+ **Medium**: Delicate woodblock, subtle gradations, 8-12 color blocks
+ **Purpose**: Nature appreciation, seasonal calendar connection
+ **Hallmarks**:
+
+1. Botanical accuracy (petal counts, leaf structures precise)
+2. Seasonal indicators (specific flowers per season)
+3. Bird positioning (natural perch angles, 15-30° from vertical)
+4. Atmospheric effects (mist, dew, morning light)
+5. Negative space emphasis (40-50% composition)
+
+**Period**: Edo (1750-1868), peak Bunka-Bunsei era (1804-1830)
+ **Tone**: Contemplative, seasonal harmony
+
+## 4) Technical Method & Mark-Making
+
+**Line Work**:
+
+- Delicate precision: 0.2-0.3mm for plant details
+- Organic curves: Natural growth patterns, 5-10° angle variations
+- Feather detail: Individual barbs, 0.1mm precision
+- Atmospheric softness: Fading lines in mist areas
+
+**Coloring**:
+
+- Natural palette: Cherry pink, plum white, iris purple, maple red
+- Seasonal accuracy: Spring (pastels), summer (greens), autumn (reds), winter (blues)
+- Subtle gradations: Bokashi technique, 7-10 value steps
+- Atmospheric effects: 30% transparency for mist/fog
+
+**Texture**:
+
+- Petal delicacy: Translucent edges, 20% opacity
+- Feather softness: Directional strokes, 0.5mm width
+- Bark roughness: Cross-hatching, 1mm spacing
+- Dew drops: Highlight dots, 2mm diameter
+
+**Pose**: Natural interaction, contemplative stillness, botanical observation focus
+ **Scale**: Figure 30-40%, nature elements 60-70%
+ **Materials**: Fine carving, delicate color application
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe**:
+
+- Garden visitor: Simple kimono (2-3 layers), muted colors
+- Naturalist: Work clothes, practical design
+- Poet: Elegant simplicity, seasonal appropriate
+- Contemplative: Neutral tones, minimal decoration
+
+**Fabrics**: Cotton (natural drape), hemp (simple texture)
+ **Colors**: Earth tones, seasonal harmonies (avoid bright contrasts)
+ **Accessories**: Maximum 2 - viewing glass, collection basket
+
+**Props**: Bamboo staff OR collection basket + optional botanical tools
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Negatives**: Artificial elements, urban dominance, non-seasonal combinations, Western illustration, frames
+
+**Positives**: Exact 3:4 or 1:1 ratio, botanical accuracy, seasonal indicators, natural harmony, delicate detail, atmospheric effects
+
+## 7) Composition & Lighting Patterns
+
+**3:4 Format**: Vertical botanical emphasis, subject 35%, plants 65%
+ **1:1 Format**: Balanced circular composition, equal distribution
+ **Background**: Seasonal gardens, natural environments, atmospheric mist
+ **Lighting**: Diffused natural, soft shadows 20%
+ **Surface**: Fine washi for subtle gradations
+ **Frame**: OMIT
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: OMIT (traditional kachō-ga omitted text except artist seals)
+
+------
+
+## Wave and Water Style (Nami-e)
+
+### Renderer-Agnostic Adapter
+
+- **Face-Treatment Flags:** `brush-loaded-single-stroke`, `dynamic-expression`, `wind-blown-hair`
+- **Pose Flags:** `dynamic-action`, `foreshortened-diagonal`, `elemental-engagement`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to **4:3** (landscape) or **16:9** (panoramic wave) - ignore source dimensions.
+
+Redraw subject in **Wave and Water Ukiyo-e (Nami-e)** style:
+
+- Preserve likeness with dynamic water integration
+- **Timeframe**: 1820s-1840s Hokusai wave period
+- **Likeness**: Dynamically stylized with water interaction
+- **Tone**: Natural power, maritime adventure, elemental force
+- **IP Safeguard**: Original wave compositions
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**Ratio**: `4:3` (landscape) or `16:9` (panoramic)
+ **Reframing**: Dynamic wave integration, maritime emphasis
+ **Allocation**: Wave dominance 60%, human vulnerability 15%
+ **Format**: Horizontal for wave motion and maritime context
+
+## 3) Style Context & Material Authenticity
+
+**Influences**: Hokusai's Great Wave, maritime culture, Dutch perspective
+ **Medium**: Bold woodblock, Prussian blue emphasis, 6-10 blocks
+ **Purpose**: Maritime culture celebration, natural force appreciation
+ **Hallmarks**:
+
+1. Hokusai wave stylization (claw-like foam crests)
+2. Prussian blue dominance (70-80% color area)
+3. Dramatic perspective (diagonal thrust, 45° angles)
+4. Human scale vulnerability (10-15% composition)
+5. Mount Fuji integration (background anchor, 15% height)
+
+**Period**: Edo late period (1820-1840), Hokusai's mature phase
+ **Tone**: Dynamic power, maritime skill
+
+## 4) Technical Method & Mark-Making
+
+**Line Work**:
+
+- Dynamic wave curves: Flowing S-curves, 3-5mm crest thickness
+- Foam stylization: Claw patterns, 5-7 fingers per crest
+- Boat precision: Detailed construction, 0.4mm plank lines
+- Diagonal energy: 45° composition thrust
+
+**Coloring**:
+
+- Prussian blue dominance: 75% of palette, deep ocean to sky
+- Foam white: Paper reserve with subtle gray shadows
+- Mount Fuji: Distance blue-gray, 30% saturation
+- Dramatic contrast: 70% value range ocean to foam
+
+**Texture**:
+
+- Wave surface: Directional flow lines, 2mm spacing
+- Spray patterns: Diagonal streaks, 1mm width
+- Boat wood: Grain lines, weathered texture
+- Foam dynamics: Sculptural carved appearance
+
+**Pose**: Maritime action, 30-45° body lean, dynamic balance, skill demonstration
+ **Scale**: Figures 12-15%, waves 60-70%, sky/Fuji 20-25%
+ **Materials**: Bold carving, high contrast printing
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe**:
+
+- Fisherman: Work jacket (hanten), headband, rope belt
+- Sailor: Cotton work clothes, minimal layers
+- Pilot: Simple kimono, practical cut
+- Merchant: Travel clothes, weather protection
+
+**Fabrics**: Cotton (wet appearance), hemp (heavy work clothes)
+ **Colors**: Indigo blues, browns, natural grays (practical maritime palette)
+ **Accessories**: Maximum 2 - rope, oar, nets
+
+**Props**: Oar (180cm) OR rope coil + optional fishing net
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Negatives**: Calm water, static composition, Western realism, modern boats, land focus, frames
+
+**Positives**: Exact 4:3 or 16:9 ratio, Hokusai wave stylization, Prussian blue 70-80%, dynamic diagonal 45°, foam claw patterns, Mount Fuji anchor
+
+## 7) Composition & Lighting Patterns
+
+**4:3 Format**: Diagonal wave thrust, Fuji background 15%
+ **16:9 Format**: Extended wave panorama, maritime context emphasis
+ **Background**: Dynamic seascapes, Mount Fuji spiritual anchor, maritime environment
+ **Lighting**: Dramatic ocean light, spray highlights
+ **Surface**: Quality washi for color depth
+ **Frame**: OMIT
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: OMIT (wave prints traditionally text-free except seals)
\ No newline at end of file
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+# Gothic Horror Art Analysis
+
+------
+
+# Francisco Goya Black Paintings Style Prompt
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **4:3 ratio** - ignore source image dimensions completely. Redraw in **Goya's Black Paintings style circa 1820-1823** for **oil painting on plaster transferred to canvas**. Identity via silhouette/gesture/expression with psychological intensity. **IP Safeguard Declaration:** Create original designs avoiding copyrighted elements, focusing on universal human psychological themes. **Face-Treatment Flag:** `oil-fat-over-lean` with `impasto-sculptural` and `alla-prima-direct` **Pose Flag:** `psychological-tension` **Canvas Control Flag:** `adaptive-extend` **Style Dominance:** Goya's late period psychological expressionism supersedes all decorative or harmonious elements **Mode Selector:** Gallery painting for private contemplation
+
+## 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `4:3` (classical landscape format matching Goya's wall proportions)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with atmospheric depth
+- **Spatial Allocation:** Subject placement in psychological tension zones, off-center for compositional modernity
+- **Background Treatment:** Fill with "avernal darkness" extending seamlessly from center
+- **Format Justification:** 3:4 portrait ratio serves Goya's intimate psychological studies and allows for figure dominance with atmospheric depth
+
+## 3) Artistic Style & Context
+
+**Influences:** Goya's Black Paintings (1820-1823), Romantic pessimism, post-illness psychological transformation, Spanish political turmoil **Medium/Production method:** Oil paint applied al secco directly onto plaster walls using broad strokes, large brushes, palette knives, and possibly sponges. Thick impasto with 3-5mm paint thickness, no preparatory drawings. **Thematic purpose:** Private psychological expression of deepest fears, political disillusionment, and human darkness **Hallmark motifs:**
+
+- Chiaroscuro lighting with 90% darkness, 10% dramatic illumination
+- Figures emerging from "avernal darkness"
+- Off-center compositional imbalance (150% modern asymmetry)
+- Thick, agitated brushwork showing tool marks and palette knife scraping
+- Psychological facial distortion with bulging eyes and gaping mouths **Period framing:** Spain 1820-1823, liberal constitutional period, political repression, Goya's deafness and isolation **Tone Tag:** Pessimistic, nightmarish, psychologically violent **Production Era Authenticity:** Oil on plaster al secco technique with characteristic cracking and transfer damage from 1874 canvas mounting
+
+## 4) Technical Execution
+
+**Paint application:** Thick impasto 3-5mm deep with visible palette knife marks, broad brush strokes applied rapidly and aggressively, fat-over-lean oil technique with linseed oil binding **Color mixing:** Earth palette - yellow ochre, brown ochre, light red, burnt sienna, four varieties of black (bone, ivory, lamp, peach), lead white, minimal vermillion accents **Texture specifications:** Rough, craggy surface texture simulating plaster substrate, aggressive tool marks from palette knives and large bristle brushes **Edge treatment:** Lost edges dissolving into darkness, hard edges only for psychological emphasis **Stroke economy:** Economical but expressive - maximum psychological impact with minimum strokes, directional brushwork following form and emotion **Surface depth:** Heavy impasto creating sculptural relief, paint thickness variations creating tactile surface **Detail hierarchy:** Sparse detail work, concentrated in psychologically critical areas (eyes, mouths, hands) **Material authenticity:** Authentic oil paint behavior with linseed oil flow characteristics, no modern acrylic smoothness **Scale proportions:** Anatomical distortions for psychological effect - neck elongation 120%, head size variations, bulging eyes 150% normal scale **Tool marks:** Visible palette knife scraping, bristle brush texture, sponge dabbing marks in atmospheric areas
+
+## 5) Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**Wardrobe tracks:**
+
+- Adult neutral: rough peasant clothing, monk's robes, Spanish period dress (1820s)
+- Fabric behavior: Heavy woolens with matte finish, coarse linen with authentic drape **Accessory caps:** Minimalist 0-1 accessories **Color palette:** Restricted to earth tones - ochres, umbers, sienna, blacks, single white accent **Wardrobe variation:** Cycle through: dark monk robes, peasant browns, noble blacks, white ceremonial dress **Props:** 1 hero prop maximum: cudgel, book, ceremonial object, human skull **Coherence filter:** All elements support psychological narrative, authentic to 1820s Spain
+
+**YAML Props Pool:**
+
+```yaml
+religious: [crucifix, prayer_book, monk_cowl, rosary_beads]
+violence: [cudgel, rope, knife, gallows]
+political: [constitution_papers, royal_decree, chains, crown]
+mortality: [human_skull, hourglass, wilted_flowers, coffin]
+```
+
+## 6) Constraints
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "harmonious composition"
+- "beautiful", "pleasant", "decorative", "ornamental"
+- "bright lighting", "cheerful", "optimistic", "colorful"
+- "smooth finish", "refined technique", "academic precision"
+
+**✅ Canvas Positives:**
+
+- "exactly 4:3 ratio", "recomposed for landscape format"
+- "thick impasto 3-5mm paint thickness", "palette knife texture marks"
+- "deep atmospheric shadow with 90% coverage", "psychological intensity zones"
+- "earth pigment palette authentic to 1820s", "oil on plaster al secco technique"
+
+## 7) Composition & Background
+
+**4:3 LANDSCAPE COMPOSITION REQUIREMENTS:**
+
+- Horizontal emphasis with psychological depth
+- Environmental context 60%, figure dominance 40%
+- Atmospheric staging with Goya's theatrical lighting
+
+**GOYA-SPECIFIC COMPOSITION:**
+
+- Perspective: Psychological space over geometric accuracy
+- Grid/symmetry: Deliberately unbalanced, figures off-center for modern compositional approach
+- Figure:ground 40:60 with figures emerging from darkness
+- Density 20% - sparse, concentrated psychological impact
+- Lighting: Dramatic chiaroscuro - single light source illuminating key psychological elements
+- Detail:negative space 10:90 - vast areas of darkness with concentrated detail zones
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Oil on plaster wall texture with transfer to canvas artifacts
+- **Frame/Band:** Omit entirely - no decorative framing
+- **Production Context:** Al secco technique on plaster substrate with 1874 transfer damage characteristics
+- **Ratio Enforcement:** Composition designed for 4:3 theatrical viewing, horizontal psychological narrative
+
+## 8) Typography & Text Integration
+
+**Binary:** Omit text entirely - Goya's Black Paintings contained no text elements **Historical accuracy:** No typography - these were private wall paintings, not public works **Production Method:** Pure visual expression without textual explanation
+
+------
+
+# Caspar David Friedrich Romantic Sublime Style Prompt
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **4:3 ratio** - ignore source image dimensions completely. Redraw in **Friedrich's German Romantic landscape style circa 1810-1830** for **oil painting on fine primed canvas**. Identity via silhouette/gesture/expression with spiritual contemplation. **IP Safeguard Declaration:** Create original designs avoiding copyrighted elements, focusing on universal sublime landscape themes. **Face-Treatment Flag:** `oil-fat-over-lean` with `glazing-layers-buildup` **Pose Flag:** `psychological-tension` (Rückenfigur contemplation) **Canvas Control Flag:** `adaptive-extend` **Style Dominance:** Friedrich's sublime spiritual landscapes supersede all decorative or conventional beauty elements **Mode Selector:** Gallery painting for transcendental contemplation
+
+## 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `4:3` (classical landscape format matching Friedrich's compositional preferences)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with atmospheric depth and infinite perspective
+- **Spatial Allocation:** Rückenfigur placement in lower third, vast sky dominating upper two-thirds
+- **Background Treatment:** Fill with graduated atmospheric effects extending to infinite horizon
+- **Format Justification:** 4:3 ratio serves Friedrich's horizontal sublime landscapes and allows for proper sky-to-earth proportions essential to the spiritual experience
+
+## 3) Artistic Style & Context
+
+**Influences:** German Romanticism, Kantian sublime, Lutheran spirituality, Gothic revival, Northern European landscape tradition **Medium/Production method:** Oil paint applied in thin transparent washes over detailed underdrawing on fine primed canvas. Multiple glazing layers with precise stippling and controlled brushwork. **Thematic purpose:** Spiritual contemplation through nature's sublime power, existential meditation on humanity's place in the infinite **Hallmark motifs:**
+
+- Rückenfigur (figures seen from behind) as viewer surrogates in contemplative poses
+- Atmospheric perspective with graduated tonal values dissolving into infinity
+- Gothic ruins and church spires as spiritual anchors in natural vastness
+- Dramatic sky-to-earth ratios (70% sky, 30% earth)
+- Sfumato effects in distant mountains and fog-filled valleys **Period framing:** German Romantic period 1810-1830, post-Napoleonic spiritual awakening, Lutheran mysticism **Tone Tag:** Sublime, contemplative, spiritually transcendent **Production Era Authenticity:** Early 19th century oil glazing techniques with period-appropriate pigment limitations and canvas preparation
+
+## 4) Technical Execution
+
+**Paint application:** Thin transparent washes built up in multiple glazing layers, oil-fat-over-lean technique with linseed oil medium **Color mixing:** Early period - iron-based yellows, smalt blues, lead white, earth pigments; Later period - chromium yellows, cobalt blue, cadmium accents **Texture specifications:** Smooth, precise surface achieved through controlled stippling and delicate brushwork, minimal visible impasto **Edge treatment:** Soft sfumato transitions in atmospheric areas, precise linear definition in foreground elements **Stroke economy:** Economical precise strokes following detailed underdrawing, stippling technique for translucent mist effects **Surface depth:** Multiple transparent glazes creating luminous atmospheric depth, careful tonal gradations **Detail hierarchy:** Precise detail in foreground diminishing to atmospheric suggestion in distance **Material authenticity:** Period-accurate glazing with natural pigments, avoiding modern synthetic consistency **Scale proportions:** Figures reduced to 5-10% of canvas height to emphasize sublime scale relationships **Underdrawing authority:** Detailed preliminary drawing in pencil/ink establishing architectural and landscape structure **Atmospheric technique:** Smalt stippling for translucent mist effects, graduated tonal washes for infinite depth
+
+## 5) Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**Wardrobe tracks:**
+
+- Adult neutral: German Romantic period dress (1810-1830) - long coats, cloaks, simple traveling attire
+- Fabric behavior: Heavy wool and linen with period-accurate silhouettes, natural drape without synthetic sheen **Accessory caps:** Minimalist 0-1 accessories **Color palette:** Restricted to earth tones, dark blues, browns, blacks, single white accent for spiritual emphasis **Wardrobe variation:** Cycle through: dark traveling coat, monk's robe, simple dress, peasant clothing **Props:** 1 hero prop maximum: walking stick, prayer book, simple cross, landscape sketching materials **Coherence filter:** All elements support spiritual contemplation narrative, authentic to 1810-1830 German culture
+
+**YAML Props Pool:**
+
+```yaml
+spiritual: [simple_cross, prayer_book, rosary, pilgrimage_staff]
+scholarly: [sketching_pad, natural_history_book, compass, walking_stick]
+memorial: [gravestone, church_ruins, ancient_oak, abandoned_shrine]
+natural: [weathered_rock, fallen_tree, mountain_cairn, seashells]
+```
+
+## 6) Constraints
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "bright cheerful colors"
+- "busy composition", "multiple focal points", "decorative ornament"
+- "modern clothing", "contemporary elements", "visible faces in detail"
+- "dramatic lighting contrasts", "theatrical illumination", "artificial highlighting"
+
+**✅ Canvas Positives:**
+
+- "exactly 4:3 ratio", "recomposed for landscape sublime format"
+- "atmospheric graduated tones", "sfumato mist effects with stippled technique"
+- "Rückenfigur contemplative positioning", "spiritual transcendence through nature"
+- "period-accurate glazing layers", "detailed underdrawing precision", "infinite atmospheric perspective"
+
+## 7) Composition & Background
+
+**4:3 LANDSCAPE COMPOSITION REQUIREMENTS:**
+
+- Horizontal emphasis with infinite atmospheric depth
+- Sky dominance ≥70%, earthly context ≤30%
+- Sublime staging with transcendental viewing experience
+
+**FRIEDRICH-SPECIFIC COMPOSITION:**
+
+- Perspective: Atmospheric perspective with graduated tonal dissolution toward infinite horizon
+- Grid/symmetry: Subtle symmetrical balance with off-center Rückenfigur placement
+- Figure:ground 5:95 - tiny human figures emphasizing sublime scale
+- Density 15% - vast empty spaces essential for transcendental effect
+- Lighting: Soft, diffused natural light with subtle directional emphasis from horizon
+- Detail:negative space 10:90 - minimal detail serving maximum atmospheric effect
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Fine primed canvas with smooth luminous surface for glazing techniques
+- **Frame/Band:** Omit entirely - no decorative framing elements
+- **Production Context:** Oil glazing on fine canvas appropriate to German Romantic period techniques
+- **Ratio Enforcement:** Composition designed for 4:3 sublime landscape viewing with proper sky-earth proportions
+
+## 8) Typography & Text Integration
+
+**Binary:** Omit text entirely - Friedrich's landscapes were pure visual spiritual experiences **Historical accuracy:** No typography - these were contemplative paintings without textual elements **Production Method:** Pure atmospheric visual communication without linguistic interference
+
+------
+
+- **Material Authenticity Anchor:**
+
+  - All tones created through visible directional linework — parallel lines, cross-hatching, stippling
+
+  - NO continuous-tone photographic gradients, NO digital smoothing
+  
+  - Crisp black ink on white paper with clear line boundaries
+  
+    ---
+  
+  # Gustave Doré Gothic Horror Framework
+  
+  ## Renderer-Agnostic Adapter
+  
+  **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+  
+  **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+  
+  **Style over likeness:** Likeness via silhouette, gesture, and expression unless photographic.
+  
+  **Technical Measurement Authority:** Quantitative specifications ("20-80 lines per square inch cross-hatching," "figures occupy <30% of image area") override descriptive language.
+  
+  **Process-Over-Result Priority:** How engraving tools create marks supersedes visual appearance descriptions.
+  
+  **Material Physics Authority:** Wood-engraving tool limitations, end-grain hardwood characteristics, and ink-on-paper binding agent specifications override aesthetic preferences.
+  
+  **Face-Treatment Flag:** `pen-crosshatch` — Fine parallel and cross-hatched lines build all facial tones; no photographic gradation.
+  
+  **Pose Flags:** `gestural-fluid`, `psychological-tension`, `contorted-psychological` — Theatrical poses captured at moment of maximum narrative drama.
+  
+  **Canvas Control Flag:** `strict-reframe` — Recompose entirely for declared vertical portrait ratio.
+  
+  **Quantifiers authoritative:** Numeric anchors are targets.
+  
+  **Text policy:** Omit all text unless Section 8 authorizes.
+  
+  **Safety/IP:** No nudity/gore beyond period-appropriate biblical/literary horror context; no real logos/watermarks/signatures.
+  
+  **Age & wardrobe guardrail:** Minors = modest period-appropriate clothing; unknown age defaults to adult neutral.
+  
+  **Gender expression:** Respect presented.
+  
+  **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic wood-engraving characteristics — visible directional linework creating all tones.
+  
+  **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+  
+  **Failure Mode Flags:** Avoid photographic realism, digital smoothing, halftone dots, flat even lighting, static minimalist compositions.
+  
+  **Silent validation:** Apply framework requirements, regenerate silently if fail.
+  
+  ------
+  
+  ## 1) Core Instruction & Likeness Mandate
+  
+  **CANVAS OVERRIDE:** Recompose to **2:3 ratio** (primary) or **3:4 ratio** (alternative) — ignore source image dimensions completely.
+  
+  Redraw in **19th-Century French Romantic Illustration / Wood-Engraving style** for **mass-publication book illustration plate**.
+  
+  Identity via silhouette, gesture, and dramatic expression — not photographic likeness.
+
+  **IP Safeguard Declaration:** Create original gothic horror scene inspired by literary traditions (Dante, Milton, Biblical narratives) avoiding copyrighted character elements. No recognizable modern horror franchise iconography.
+
+  **Face-Treatment Flag:** `pen-crosshatch` — All facial features constructed through visible parallel and cross-hatched engraving lines.
+
+  **Pose Flag:** `psychological-tension` or `contorted-psychological` — Capture figure at moment of supernatural awe, terror, or spiritual revelation.
+
+  **Canvas Control Flag:** `strict-reframe` — Entirely new composition optimized for vertical 2:3 or 3:4 format.
+
+  **Style Dominance:** Gustave Doré's dramatic chiaroscuro, theatrical gestures, and overwhelmed-human-in-sublime-environment aesthetic overrides all other stylistic considerations.
+
+  **Mode Selector:** Gallery print / Book illustration plate
+
+  ------
+
+  ## 2) Canvas Strategy & Spatial Logic
+
+  **MANDATORY RATIO SELECTION:**
+
+  - Primary: `2:3` (standard vertical portrait for biblical/literary horror scenes)
+  - Alternative: `3:4` (classical portrait orientation for book illustration)
+  
+  **Note on Ratio Flexibility:** Source image aspect ratios may influence final output. While target ratios are specified above, variations within the vertical portrait family (2:3 to 3:4 range) maintain authentic Doré proportions.
+  
+  **CANVAS RECOMPOSITION STRATEGY:**
+  
+  - **Reframing Method:** Recompose entirely — design new vertical composition from ground up
+  - **Spatial Allocation:** Subject positioned in lower-to-middle third, allowing vast supernatural/architectural environment to dominate upper 60-70% of frame
+  - **Background Treatment:** Extend dramatic atmospheric environment (vast caverns, turbulent skies, decaying architecture, sublime landscapes) to fill entire vertical canvas with environmental hostility
+  - **Format Justification:** 2:3 or 3:4 vertical ratio serves Doré's signature compositional strategy of dwarfing human figures within overwhelming sublime environments, maximizing vertical space for towering architecture, cosmic visions, or oppressive darkness
+  
+  ------
+  
+  ## 3) Artistic Style & Context
+  
+  **Influences:**
+  
+  - Literary sources: Dante Alighieri's *Divine Comedy*, John Milton's *Paradise Lost*, Biblical narratives, Lord Byron, Edgar Allan Poe
+  - Romantic movement emphasis on sublime, grotesque, emotional intensity over classical restraint
+  - 19th-century French illustration traditions serving mass-market book publication
+
+  **Medium/Production Method:** Wood-engraving on end-grain hardwood (typically boxwood) for industrial mass reproduction. Doré drew designs directly onto woodblocks; teams of skilled artisan engravers (including Héliodore Pisan) carved the relief surfaces. Final prints produced via electrotype process on high-speed cylinder presses, creating affordable illustrated books for global distribution. All tones built through parallel lines, cross-hatching, and stippling — no continuous-tone photographic processes.
+  
+  **Thematic Purpose:** Transform epic literary narratives into powerful visual statements championing emotion, imagination, supernatural wonder, and psychological terror. Visualize humanity's fragility when confronting divine majesty, infernal punishment, or cosmic forces beyond comprehension.
+  
+  **Hallmark Motifs (quantified):**
+  
+  1. **Overwhelmed Human Figure:** Human subjects occupy <30% of total image area in 64% of horror compositions, dwarfed by sublime landscapes, immense architecture, or overwhelming supernatural events
+  2. **Dramatic Chiaroscuro:** Deep blacks dominate 60-80% of image area; single dramatic light source creates extreme tonal contrast in 71% of compositions
+  3. **Theatrical Gestures:** Figures rendered in dynamic, contorted poses conveying intense movement — arms raised in supplication, bodies twisted in despair, captured at narrative climax
+  4. **Grotesque Supernatural Beings:** Demons, death personifications, monstrous hybrids, angels rendered at 150-200% human scale with same material authenticity as natural elements
+  5. **Environmental Hostility:** Settings convey danger through monumental scale, oppressive darkness, architectural decay, or turbulent natural forces in 90% of horror scenes
+  
+  **Period Framing:** 1850–1883 (peak productive years encompassing *Don Quixote* 1863, *The Bible* 1866, *Paradise Lost* 1866, *Divine Comedy* illustrations, *London: A Pilgrimage* 1872, *The Raven* 1883)
+  
+  **Tone Tag:** Sublime gothic horror, psychological dread, supernatural awe, romantic grandeur, theatrical intensity, biblical gravitas
+  
+  **Production Era Authenticity:** Industrial wood-engraving reproduction for mass-market book publication. Visible characteristics: energetic networks of fine linework, cross-hatching building all tones, high-contrast black ink on cream/white paper stock, sharp foreground detail transitioning to atmospheric soft-focus backgrounds. Explicitly forbid: halftone dots, photographic grain, digital smoothing, modern printing artifacts.
+  
+  ------
+  
+  ## 4) Technical Execution
+  
+  **Line Quality & Tool Marks:**
+  
+  - Cross-hatching density ranges 20-80 lines per square inch depending on tonal requirements
+  - Visible individual line strokes in highlight areas; dense interwoven networks in shadow zones
+  - Lines follow form topology: parallel curved lines for fabric draping, radiating lines for light emanation, irregular cross-hatch for rock texture
+  - Burin and graver tool marks visible in line consistency and precision
+  - NO photographic continuous tone; every tonal gradation constructed through visible line density modulation
+  
+  **Texture & Surface Depth:**
+  
+  - Rock surfaces: irregular cross-hatching with varied line angles, 40-60 lines per square inch
+  - Fabric/drapery: parallel flow lines following fold topology, 30-50 lines per square inch
+  - Flesh tones: minimal linework in highlights, subtle cross-hatching in shadows, tonal modeling through line density
+  - Atmospheric effects: widely-spaced parallel lines transitioning to pure white paper in brightest areas
+  - Wood-engraving relief printing produces crisp black ink on white paper with no plate tone
+  
+  **Edge Treatment & Detail Hierarchy:**
+  
+  - Foreground elements: 100% sharp defined edges with maximum detail precision (individual fingers, fabric folds, facial features)
+  - Midground: detail reduction of approximately 60% from foreground clarity
+  - Background: atmospheric soft edges, pure tonal gradation with minimal linework (70% soft focus treatment)
+  - Sharp focus zone occupies 30-40% of total image depth, creating powerful depth through selective clarity
+  
+  **Color Mixing Methods:**
+  
+  - Monochromatic: black ink on white/cream paper only
+  - Tonal range constructed entirely through line density: pure white (no lines) → light gray (sparse lines 10-20/inch) → medium gray (moderate cross-hatch 30-50/inch) → deep black (dense cross-hatch 60-80+/inch)
+  - Chiaroscuro dominance: 60-80% of image area rendered in dark tones (60+ lines/inch density)
+  - NO color, NO halftone dots, NO photographic grain
+  
+  **Stroke Economy & Directionality:**
+  
+  - Every mark serves form description or tonal modeling — no decorative linework
+  - Directional line flow mandatory: follow surface topology, never arbitrary
+  - Light source dictates shadow hatching angles: perpendicular to light rays, following form curvature
+  - Parallel line clusters create texture identity: horizontal for calm water, chaotic angles for turbulent elements
+  
+  **Material Simulation & Authenticity:**
+  
+  - Authentic wood-engraving characteristics: crisp black ink, slight paper texture absorption, occasional printing registration marks acceptable
+  - Surface must show tool-mark evidence: parallel graver strokes, controlled line width consistency
+  - Reject digital vector perfection: subtle line weight variation from tool pressure authentic
+  - Paper context: cream or white book-quality stock, not glossy modern coated paper
+  
+  **Pose Anchors:**
+  
+  - Head tilt: 15-45 degrees from vertical in moments of psychological stress or supernatural awe
+  - Shoulder-hip angle differential: 20-60 degrees creating dynamic contrapposto or twisted psychological tension
+  - Weight distribution: often imbalanced (70-30% split) suggesting instability, motion, or emotional turmoil
+  - Gesture economy: arms raised in supplication/defense, hands grasping at air/fabric, fingers splayed in emotional intensity
+  - Expression hierarchy: eyes and mouth receive highest detail precision for psychological communication
+  
+  **Emotional State Anchor (CRITICAL):**
+  
+  - **REQUIRED:** defensive, overwhelmed, terrified, supplicant, vulnerable, awestruck, cowering
+  - **FORBIDDEN:** commanding, triumphant, confident, powerful, in control, victorious, celebratory
+  - Arms raised = plea for mercy/divine intervention, NOT gesture of power or celebration
+  - Facial expression = fear/awe/desperation, NOT joy/confidence/serenity
+  - Body language = retreating/bracing/shielding, NOT advancing/conquering/welcoming
+  
+  **Scale Hierarchy Anchor:**
+  
+  - Human figures: baseline 100% scale
+  - Supernatural beings: 150-200% human scale (demons, angels, death personifications)
+  - Architecture/environment: 300-500% human scale creating overwhelming monumentality
+  - **CRITICAL:** Architecture must dwarf figures — minimum 3× human height, ideal 4-5× human height
+  - Compositional subordination: human elements occupy 20-30% of image area (strict maximum 35%)
+  - Viewer perspective should feel figure is small/vulnerable relative to setting scale
+  
+  **Material Authenticity Anchor:**
+  
+  - All tones created through visible directional linework — parallel lines, cross-hatching, stippling
+  - NO continuous-tone photographic gradients, NO digital smoothing
+  - Crisp black ink on white paper with clear line boundaries
+  - Tool mark evidence visible in line consistency and precision
+  
+  **Period Consistency Anchor:**
+  
+  - 1850-1883 wood-engraving industrial printing technology
+  - End-grain hardwood block (typically boxwood) relief printing characteristics
+  - Electrotype reproduction allowing mass publication
+  - Book illustration plate context: single-page vertical format
+  
+  **Production Method Anchor:**
+  
+  - Wood-engraving relief printing: only raised surfaces receive ink
+  - High-contrast black ink on paper — no plate tone, no ink variation
+  - Sharp detail possible through end-grain engraving vs. softer woodcut cross-grain
+  - Cylinder press reproduction for mass book publication
+  
+  **Canvas Adaptation Anchor:**
+  
+  - Vertical 3:4 composition maximizes environmental dominance over human figures
+  - Lower-third figure placement allows vast architectural/atmospheric space above
+  - Dramatic vertical perspective lines draw eye upward toward sublime/horrific elements
+  - Format optimized for full-page book illustration commanding reader's attention
+  
+  ------
+  
+  ## 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+  
+  **Wardrobe Tracks:**
+  
+  **Biblical/Classical Track (primary for gothic horror):**
+  
+  - Flowing robes, tunics, cloaks with dramatic drapery
+  - Period: Ancient Mediterranean/Biblical/Medieval fantasy
+  - Fabric: Heavy wool, linen suggesting weight and substantial draping
+  - Construction: Simple gathered garments, rope belts, hood constructions
+  
+  **Fabric Behavior:**
+  
+  - Heavy draping with deep parallel fold lines suggesting substantial weight
+  - Wind/motion effects: fabric streaming dramatically in supernatural atmospheric disturbances
+  - Light interaction: highlight ridges sharp, shadow valleys dense cross-hatching
+  - Period accuracy: Pre-industrial hand-woven textiles with natural drape characteristics
+  
+  **Accessory Caps:** Minimalist 0-2 accessories maximum
+  
+  - Allowable: staff/walking stick, rope belt, simple headwear, religious symbols
+  - Forbidden: ornate jewelry, complex armor details, anachronistic modern elements
+  
+  **Color Palette Restrictions:**
+  
+  - Monochromatic rendering only: pure white (highlight), light gray (sparse lines), medium gray (moderate cross-hatch), deep black (dense lines)
+  - Fabric tonal range: mid-tones for primary garments allowing both highlight and shadow definition
+  - No color information — all garment differentiation through tonal value and texture pattern
+  
+  **Wardrobe Variation Required:**
+  
+  - Vary garment tonal values between iterations: alternate light-valued robes (sparse linework) with dark-valued cloaks (dense cross-hatching)
+  - Cycle through period-appropriate silhouettes: simple tunic, draped toga, hooded cloak, tattered robes
+  - Maintain biblical/classical/medieval fantasy period consistency
+  
+  **Props (1 hero + optional 1 micro, total ≤2):**
+  
+  **YAML Prop Pool — Gothic Horror Biblical/Literary Context:**
+  
+  ```yaml
+  hero_props:
+    - staff_walking_stick:
+        description: "Wooden walking staff, gnarled texture"
+        scale: 150-180% human height
+        rendering: irregular cross-hatch suggesting wood grain
+        
+    - sword_blade:
+        description: "Medieval sword, simple cross-guard"
+        scale: 80-100% human height
+        rendering: smooth parallel lines on blade, sharp highlight edge
+        
+    - book_manuscript:
+        description: "Ancient tome, leather-bound"
+        scale: 30-40cm dimensions
+        rendering: geometric straight edges, dense shadow cross-hatch
+        
+    - lantern_torch:
+        description: "Oil lamp or burning torch"
+        scale: 30-50cm
+        rendering: radiating light lines, flame stippling
+        
+    - chain_rope:
+        description: "Heavy chain or thick rope"
+        scale: variable length
+        rendering: parallel curved lines following chain/rope topology
+  
+  micro_props:
+    - skull_bones:
+        description: "Human skull or skeletal remains"
+        scale: 15-20cm
+        rendering: high detail cross-hatching, dark eye sockets
+        
+    - religious_symbol:
+        description: "Cross, rosary, religious icon"
+        scale: 10-20cm
+        rendering: sharp geometric edges, symbolic clarity
+        
+    - scattered_objects:
+        description: "Books, vessels, small debris"
+        scale: 5-15cm each
+        rendering: atmospheric detail suggesting narrative context
+  ```
+  
+  **Coherence Filter:** All wardrobe and props must support 1850s Romantic literary illustration aesthetic serving biblical/epic poetry/gothic horror narratives. If period consistency unclear, default to simple draped garments and minimal props allowing environmental drama to dominate.
+  
+  ------
+  
+  ## 6) Constraints
+  
+  **Canvas Negatives (≥2) — Anti-Patterns to Avoid:**
+  
+  - "original aspect ratio", "source dimensions", "unmodified framing", "horizontal landscape format"
+  - "photographic realism", "smooth gradients", "digital smoothing", "airbrushed", "soft focus throughout"
+  - "flat even lighting", "studio lighting", "balanced illumination", "no shadows"
+  - "halftone dots", "CMYK printing", "modern offset printing", "photographic grain", "digital noise"
+  - "color", "chromatic", "polychrome", "tinted", "sepia tone wash"
+  - "minimalist", "clean", "simple", "sparse", "empty composition", "negative space dominance"
+  - "static pose", "calm", "peaceful", "tranquil", "serene", "relaxed posture"
+  - "vector crisp", "digital illustration", "Adobe Illustrator", "clean vector paths"
+  - "Instagram filter", "HDR", "lens flare", "bokeh", "depth of field blur"
+  
+  **Canvas Positives (≥2) — Required Constraints for Authenticity:**
+  
+  - "exactly 2:3 or 3:4 vertical portrait ratio", "recomposed for classical book illustration format", "vertical portrait family"
+  - "dramatic chiaroscuro", "extreme light-to-dark contrast", "60-80% deep black tonal dominance"
+  - "wood-engraving technique", "visible parallel and cross-hatched linework", "20-80 lines per square inch"
+  - "monochromatic black ink on white paper", "pure black and white", "no color information"
+  - "theatrical gestural pose", "psychological tension", "captured at moment of narrative climax"
+  - "human figure subordinate to environment", "figures occupy <30% of image area", "overwhelmed by sublime setting"
+  - "supernatural elements present", "fantastical beings", "gothic horror atmosphere"
+  - "sharp foreground detail", "atmospheric soft background", "hierarchical depth clarity"
+  - "directional linework following form topology", "visible tool marks", "engraver's technique evident"
+  - "19th-century book illustration aesthetic", "1850-1883 production era authenticity"
+  
+  **Vocabulary Warnings:**
+  
+  - Avoid "ornate," "ornament," "elaborate," "decorative border," "frame" — these trigger unwanted compositional elements
+  - Avoid "harmonious," "pleasant," "beautiful," "peaceful" — these contradict gothic horror psychological tension
+  - Avoid "realistic," "photographic," "lifelike" — these trigger wrong rendering approach
+  - Use instead: "dramatic," "theatrical," "sublime," "overwhelming," "psychological," "supernatural," "intense," "monumental"
+  
+  ------
+  
+  ## 7) Composition & Background
+  
+  **RATIO-SPECIFIC COMPOSITION REQUIREMENTS (2:3 or 3:4 Vertical Portrait):**
+  
+  - **Vertical emphasis:** Maximize upward compositional force — towering architecture, vast skies, overwhelming supernatural presence
+  - **Subject dominance:** Human figure(s) occupy 20-35% of total image area (target 20-30%), positioned lower-to-middle third
+  - **Hierarchical staging:** Primary figure → secondary environmental elements → atmospheric background recession
+  - **Environmental dominance:** Setting commands 65-80% visual weight, creating psychological pressure on human elements
+  
+  **STYLE-SPECIFIC COMPOSITION:**
+  
+  **Perspective Regime:**
+  
+  - Strong linear perspective in 57% of horror compositions: converging architectural lines, receding landscape elements
+  - Atmospheric perspective in 43%: tonal gradation creating depth through line density reduction
+  - Low-angle viewpoint (15-30 degree upward tilt): emphasizes monumentality, makes viewer vulnerable
+  - High-angle viewpoint (15-30 degree downward tilt): omniscient observer position for scenes of judgment/damnation
+  - Eye-level viewpoint: direct psychological confrontation with supernatural threats
+  
+  **Figure:Ground Ratio:**
+  
+  - Ground-dominant composition: 65-80% environmental setting, 20-35% human figures
+  - Target range for horror/sublime scenes: figures occupy 20-30% (ideal), acceptable range extends to 35%
+  - Figure placement: lower-third to mid-frame positioning, allowing vertical environmental expansion
+  - Scale subordination: architectural/natural/supernatural elements rendered at 300-500% human scale
+  
+  **Density Percentage:**
+  
+  - High visual density in foreground: 70-100% of available space filled with detailed elements
+  - Medium density in midground: 40-60% detail fill, selective focus on narrative elements
+  - Low density in background: 10-30% atmospheric suggestion, pure tonal gradation
+  
+  **Lighting Logic:**
+  
+  - Single dramatic light source in 71% of compositions: divine radiance, torch, moonlight, supernatural emanation
+  - Light angle: 30-60 degrees from horizontal, creating strong shadow definition
+  - Chiaroscuro priority: maximum tonal contrast serving emotional intensity
+  - Radiating light pattern: straight parallel lines emanating from source point
+  - Shadow construction: cross-hatching perpendicular to light rays, following form curvature
+  
+  **Detail:Negative Space Ratio:**
+  
+  - Foreground (sharp focus zone): 80-100% detail density
+  - Midground: 40-60% detail density with selective clarity
+  - Background: 10-30% detail density, atmospheric tonal gradation
+  - Pure white highlights: 5-15% of total image area for dramatic contrast
+  - Deep black shadows: 60-80% of total image area for psychological oppression
+  
+  **REQUIRED ANCHORS:**
+  
+  **Surface Context Anchor:**
+  
+  - Cream or white book-quality paper stock (not glossy coated modern paper)
+  - Wood-engraving relief print characteristics: crisp black ink, slight paper texture absorption
+  - Book illustration plate context: single-page vertical format for mass-publication illustrated literature
+  - Viewing distance: 30-50cm (typical book reading distance), detail scaled accordingly
+  
+  **Frame/Band Anchor:**
+  
+  - OMIT entirely — no decorative borders, no title bands, no marginal ornamentation
+  - Image extends to edge of page (bleed) or maintains simple rectangular boundary
+  - Any text (title/caption) placed separately below image, not integrated within composition
+  
+  **Production Context Anchor:**
+  
+  - 1850-1883 industrial wood-engraving technology
+  - Electrotype reproduction process for mass printing
+  - High-speed cylinder press output on book-quality paper stock
+  - Characteristic artifacts: occasional slight printing registration variation, crisp black ink boundaries
+  
+  **Ratio Enforcement Anchor:**
+  
+  - Composition designed specifically for 3:4 vertical format — not adapted from different ratio
+  - Vertical perspective lines emphasize portrait orientation
+  - Environmental elements scaled to fill vertical canvas maximally
+  - Lower-third figure placement optimized for vertical storytelling hierarchy
+  
+  **ENVIRONMENTAL TREATMENT (Background Options):**
+  
+  **Architectural Settings:**
+  
+  - Vast Gothic cathedrals, decaying ruins, cyclopean structures, infernal architecture
+  - Strong linear perspective with converging verticals emphasizing height
+  - Detail hierarchy: sharp foreground stonework, atmospheric distant arches
+  - Scale: 400-500% human height creating overwhelming monumentality
+  
+  **Landscape Settings:**
+  
+  - Turbulent skies with dramatic cloud formations rendered in flowing parallel lines
+  - Rocky chasms, mountain precipices, barren wastelands
+  - Atmospheric depth through line density reduction: foreground 60-80 lines/inch, background 10-20 lines/inch
+  - Scale: vast horizontal/vertical expanse dwarfing human figures
+  
+  **Supernatural Settings:**
+  
+  - Cosmic visions: radiating light patterns, swirling vortices of angels/demons
+  - Underworld caverns: dense cross-hatched shadows, occasional light source
+  - Ethereal spaces: minimal environmental detail, figures suspended in tonal atmosphere
+  
+  **Mood Amplification:**
+  
+  - Settings actively participate in narrative, not passive backdrops
+  - Environmental hostility: oppressive darkness, threatening scale, decaying structures
+  - Psychological pressure: vast empty spaces isolating figures, overwhelming architectural weight
+  - Supernatural atmosphere: impossible geometries, divine/infernal presences, cosmic scale
+  
+  ------
+  
+  ## 8) Typography & Text Integration
+  
+  **Binary:** OMIT — No text, titles, captions, or typography within image composition.
+  
+  **Rationale:** Following 19th-century book illustration conventions, Doré's illustrations were presented as full-page plates with any titles or captions placed separately below the image in the margin, not integrated within the artwork itself. This preserves visual purity and allows dramatic composition to command full attention.
+  
+  **If Text Were Authorized (for reference only):**
+  
+  - **Ratio-Appropriate Zones:** Lower margin below image, never overlapping illustration
+  - **Copy Limits:** ≤6 words for title/caption
+  - **Period-Appropriate Typography:** 19th-century serif typeface consistent with book printing conventions
+  - **Font Recommendation:** Closest match would be traditional book serif faces like Caslon, Baskerville, or similar old-style serifs used in 1850-1880s publishing. However, specific font matching not required as text is OMITTED from composition.
+  
+  **Format-Specific Text Rules:**
+  
+  - **Gallery Print Mode:** Omit all text — pure illustration
+  - **Museum Context:** Optional caption below image in traditional serif typeface
+  - **Book Illustration Plate:** Title/caption in margin below image, separate from composition
+  
+  **Historical Accuracy:** Typography must match 1850-1883 letterpress printing technology if included. Traditional serif faces, not modern sans-serif or display fonts.
+  
+  **Production Method Integration:** If text present, render with period-appropriate letterpress characteristics: slight ink spread, crisp edges, traditional book typography spacing and hierarchy.
+  
+  ------
+  
+  **END OF FRAMEWORK**
+  
+  *Silent validation reminder: Verify all sections 1-8 complete; exact 3:4 ratio specified; IP safeguards present; face/pose/canvas flags declared; ≥5 technical execution anchors with measurements; wardrobe + YAML props; ≥2 canvas negatives and positives; ratio-specific composition; text policy explicit; material authenticity emphasized; production method authentic to 1850-1883 wood-engraving; composition boundaries clear; no frames outside canvas.*
+
+------
+
+# Edward Gorey Gothic Horror Illustration Style Prompt
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** - ignore source image dimensions completely. Redraw in **Gorey's whimsical-gothic pen and ink style circa 1960-1980** for **book illustration reproduction**. Identity via silhouette/gesture/expression with **darkly whimsical unease and spectral melancholy**. **IP Safeguard Declaration:** Create original designs avoiding copyrighted elements, focusing on universal themes of existential uncertainty and darkly comic misfortune. **Face-Treatment Flag:** `pen-crosshatch` with `skeletal-minimalism and blank-stare-eyes` **Pose Flag:** `psychological-tension` (understated dread or spectral-stillness) **Canvas Control Flag:** `strict-reframe` **Style Dominance:** Gorey's **whimsical gothic illustration with emphasis on subtle menace and Victorian melancholy** supersedes photographic realism **Mode Selector:** Book illustration for **darkly whimsical narrative visualization or macabre children's literature parody**
+
+## 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO:** `3:4` (portrait format matching Gorey's book illustration proportions)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely for theatrical literary staging with unsettling undertones
+- **Spatial Allocation:** **Enigmatic figure placement with ominous negative space, supporting elements suggesting impending misfortune**
+- **Background Treatment:** Fill with **intricate cross-hatched environments suggesting decay or abandonment, extending to full canvas**
+- **Format Justification:** 3:4 ratio serves Victorian book tradition and allows proper figure-to-environment relationships essential for darkly comic narrative impact
+
+## 3) Artistic Style & Context
+
+**Influences:** Victorian illustration tradition, **Edwardian children's literature parody, gothic literature (Poe), Medieval memento mori, darkly comic storytelling** **Medium/Production method:** India ink applied with fine pen nibs on heavy paper, creating dense cross-hatching through multiple line layers. No brush work - purely linear pen technique with varying line weights and densities. **Thematic purpose:** **Darkly whimsical visualization of existential unease, childhood's hidden perils, social commentary through macabre humor, and the inevitability of misfortune** **Hallmark motifs:**
+
+- Figures with deliberately blank or enigmatic expressions suggesting hidden knowledge
+- **Dense cross-hatching creating pools of saturated ink darkness (3-dimensional depth through line layering)**
+- Victorian/Edwardian period dress with **subtle suggestions of decay or eeriness**
+- **Intricate background patterns and architectural details with ominous undertones**
+- Strategic use of pure white space for dramatic contrast and **spectral emphasis** **Period framing:** Mid-20th century American illustration with Victorian aesthetic sensibility, literary parody tradition **Tone Tag:** **Whimsically ominous, melancholically humorous, subtly unsettling, darkly elegant** **Production Era Authenticity:** Mid-century pen and ink book illustration with precise line reproduction requirements
+
+## 4) Technical Execution
+
+**Line application:** Multiple layers of fine cross-hatching executed with India ink, varying from hair-thin feathery lines to bold structural strokes, building saturated black areas through line density **Cross-hatching specifications:** Dense layered line work - 60-120 lines per inch in shadow areas, creating 3-dimensional pools of ink saturation on paper surface **Tonal system:** Purely linear - no brush work or solid fills, complete grayscale achieved through line density variation from sparse hatching to dense cross-hatching **Edge treatment:** Precise pen line quality with deliberate line weight variation, crisp linear definition throughout **Stroke economy:** Every line serves structural or atmospheric purpose - maximum visual impact through strategic line placement **Surface simulation:** Authentic India ink saturation effects - heavy cross-hatching areas appear smaller and more concentrated than printed versions **Detail hierarchy:** Meticulous foreground detail diminishing to suggestion through line density control **Material authenticity:** India ink pen characteristics - rich blacks, precise line quality, no modern digital smoothness **Scale proportions:** Figures scaled for narrative emphasis - often diminished against elaborate backgrounds suggesting **vulnerability or isolation** **Pattern work:** Intricate textile and architectural patterns executed through systematic line work **Atmospheric technique:** Line density creating depth - saturated cross-hatching for **oppressive shadows**, sparse lines for **ethereal or spectral effects**
+
+## 5) Fashion & Attire - Wardrobe Matrix + Prop Selector
+
+**Wardrobe tracks:**
+
+- Victorian/Edwardian: long coats, flowing dresses, high collars, **suggesting both elegance and confinement**
+- Children's attire: period-appropriate with **subtle suggestions of neglect or eeriness**
+- **Fabric behavior:** Heavy drapery with dramatic folds, **appearing worn or mysteriously stained** **Accessory caps:** Elaborate 2-3 accessories supporting **darkly whimsical narrative context** **Color palette:** Monochromatic - pure black ink on white paper with strategic **sepia or muted color accents** **Wardrobe variation:** Cycle through: **tattered Victorian elegance, ghostly white garments, mourning dress, children's clothing with ominous details** **Props:** 1 hero + 1 micro prop maximum: **umbrella, mysterious book, ornate key, wilted flower, antique toy, hourglass, candlestick** **Coherence filter:** All elements support **whimsical gothic narrative with implied historical authenticity and subtle menace**
+
+**YAML Props Pool:**
+
+```yaml
+whimsical_macabre: [ornate_umbrella, mysterious_tome, skeleton_key, wilted_rose]
+childhood_eeriness: [abandoned_doll, broken_toy, empty_birdcage, music_box]
+victorian_melancholy: [pocket_watch, mourning_jewelry, handkerchief, calling_card]
+subtle_omens: [black_cat, raven_feather, cracked_mirror, extinguished_candle]
+```
+
+## 6) Constraints
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "photographic realism"
+- "modern clothing", "contemporary elements", "bright cheerful colors"
+- "brush painting", "solid color fills", "digital gradients"
+- **"explicit violence", "graphic horror", "overtly frightening imagery"**
+- **"cheerfulness", "safety", "comfort", "optimistic outcomes"**
+
+**✅ Canvas Positives:**
+
+- "exactly 3:4 ratio", "recomposed for book illustration format"
+- "dense India ink cross-hatching creating saturated line pools", "authentic pen line quality"
+- **"whimsical gothic atmosphere", "subtly ominous undertones", "darkly elegant Victorian aesthetic"**
+- "precise linear technique with no brush work", **"spectral negative space effects", "melancholic narrative suggestion"**
+
+## 7) Composition & Background
+
+**3:4 PORTRAIT COMPOSITION REQUIREMENTS:**
+
+- Vertical emphasis with narrative figure dominance
+- Subject occupies 40-70% of composition height depending on narrative context
+- **Atmospheric staging emphasizing isolation or unease**
+
+**GOREY-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Theatrical staging with **claustrophobic Victorian interiors or eerily empty landscapes**
+- Grid/symmetry: Careful compositional balance with **deliberate asymmetries suggesting unease**
+- Figure:ground 50:50 - figures integrated with elaborate environmental details
+- **Density 80% - maximum intricate detail serving darkly whimsical narrative without overwhelming**
+- **Lighting:** Subtle dramatic contrasts emphasizing **spectral whites against dense black cross-hatching, suggesting mysterious light sources**
+- **Detail:negative space 75:25 - dense linear detail with strategic white areas for ethereal or ominous effects**
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Heavy paper with India ink saturation creating authentic pen and ink drawing characteristics
+- **Frame/Band:** Omit entirely - pure illustration without decorative borders
+- **Production Context:** Mid-century book illustration reproduction appropriate to literary publishing
+- **Ratio Enforcement:** Composition designed for 3:4 book format with proper **narrative pacing and atmospheric development**
+
+## 8) Typography & Text Integration
+
+**Binary:** Allow text when narratively essential - Gorey often integrated minimal text with illustrations **If allowed:**
+
+- **Ratio-Appropriate Zones:** Text positioned to enhance narrative mystery without overwhelming illustration
+- **Copy limits:** ≤3 words per line, minimal text supporting darkly whimsical narrative
+- **Period-Appropriate Typography:** Victorian-inspired fonts matching book illustration tradition
+- **Font recommendation:** Closest Google Font: Playfair Display or Crimson Text for Victorian literary feel **Historical accuracy:** Typography integration matches mid-century literary illustration conventions with **darkly whimsical sensibility**
+
+---
+
+# Bernie Wrightson Gothic Horror Illustration Style Prompt
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flag:** `engrave-hatch` with `skeletal-gauntness` and `haunted-eyes`
+- **Pose Flags:** `gestural-fluid`, `contorted-agony`, `spectral-glide`, `psychological-tension`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+- **Material Physics Authority:** Bristol board substrate, india ink, and Gillott 291 nib specifications override aesthetic preferences.
+- **Gothic Horror Authorization:** Emphasis on psychological terror, spectral encounters, and existential dread through atmosphere and suggestion rather than explicit content.
+- **Anti-Conventional Bias:** Authority to generate deliberately unsettling or melancholic aesthetics when historically accurate to gothic horror tradition.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. Emphasis on atmosphere and psychological impact.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+
+------
+
+## 📋 Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+- Redraw in **Bernie Wrightson Gothic Horror Pen-and-Ink Style** for **detailed book illustration format**.
+- Identity via silhouette/gesture/expression with psychological dread and spectral presence.
+- **IP Safeguard Declaration:** Create original gothic horror designs avoiding copyrighted elements, focusing on universal themes of mortality, decay, and supernatural dread.
+- Declare **Face-Treatment Flag:** `engrave-hatch` with `skeletal-gauntness` and `haunted-eyes`
+- Declare **Pose Flag:** `psychological-tension` or `spectral-glide`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Wrightson's theatrical literary horror illustration with emphasis on the grotesque and supernatural supersedes photographic realism.
+- **Mode Selector:** Gothic horror book illustration for macabre narrative visualization.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+**PORTRAIT FORMATS (preferred for character-focused horror):**
+
+- `2:3` (classic book illustration / literary horror scenes)
+- `3:4` (portrait study / character focus)
+- `4:5` (modern poster format for dramatic impact)
+
+**LANDSCAPE FORMATS (for environmental horror):**
+
+- `4:3` (classical landscape with gothic architecture)
+- `16:9` (cinematic horror panorama)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with atmospheric fog or decay
+- **Spatial Allocation:** Tormented figure placement with diminishing hope, supporting grotesque elements
+- **Background Treatment:** Fill with suffocating cross-hatched environments, decaying architecture, or spectral mists extending to full canvas
+- **Format Justification:** Ratio serves theatrical staging of gothic horror narrative
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** German Expressionism, Romantic horror literature (Poe, Shelley), Medieval danse macabre, Gustave Doré engraving tradition, EC Comics horror atmosphere
+- **Medium/Production method:** Authentic pen-and-ink on bristol board using Gillott 291 nib with india ink, emphasizing cross-hatching and line weight variation rather than solid black fills
+- **Thematic purpose:** Dramatic visualization of existential horror, spectral encounters, moral decay, and psychological terror with literary grandeur
+- **5 hallmark motifs with quantified specifications:**
+  - Monumental figure scale at 120-150% naturalistic proportions for heroic gothic presence
+  - Intricate cross-hatching patterns creating rich tonal gradation from pure white to deep black through line density variation
+  - Decaying architectural grandeur with crumbling Gothic elements and skeletal details
+  - Atmospheric perspective achieved through line density variation (3-5mm spacing for distance, 1mm for foreground)
+  - Theatrical chiaroscuro with single dramatic light source creating stark white highlights against consuming shadows
+- **Period framing:** 1970s horror comic illustration with literary classical influence
+- **Tone Tag:** Ominous, psychologically unsettling, grotesquely dramatic, melancholic, theatrically macabre
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Line quality:** Gillott 291 nib characteristics with variable pressure creating 0.2-1.5mm line weights, authentic india ink flow with slight bleeding on bristol board texture
+- **Cross-hatching specifications:** Primary hatching at 45° angles, secondary crosshatch at 135°, tertiary hatching at 90° for deepest blacks, line spacing 0.5-3mm depending on tonal value
+- **Surface simulation:** Bristol board tooth creating slight ink catch and organic line variation, no digital smoothing
+- **Edge treatment:** Confident contour lines with selective lost edges in shadow areas, emphasis on silhouette clarity
+- **Atmospheric technique:** Line density variation for depth - 80% detail density foreground, 40% middle ground, 15% background with pure white fade-outs
+- **Material simulation:** Authentic pen-and-ink characteristics with no brush work or solid black fills
+- **Scale proportions:** Heroic gothic proportions with possible anatomical elongation for spectral beings (neck elongation 120%, limb extension 110%)
+- **Detail hierarchy:** Primary subject 100% detail resolution, secondary elements 60%, atmospheric elements 30%
+
+------
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+- **Wardrobe tracks:** Tattered Victorian/Edwardian garments, decaying aristocratic attire, burial shrouds, monastic robes with period-accurate construction showing decay and age
+- **Fabric behavior:** Heavy drapery with dramatic folds appearing torn, weathered, or ethereal with authentic textile physics
+- **Accessory caps:** Elaborate 3-4 accessories supporting gothic horror narrative context
+- **Color palette:** Pure black and white with full tonal range - no color, emphasizing dramatic contrast
+- **Wardrobe variation:** Cycle through: tattered black cloaks, ghostly white shrouds, ceremonial garments showing decay, skeletal remnants, Victorian mourning dress
+- **Props:** 1 hero + 1 micro prop maximum from gothic horror vocabulary
+- **Coherence filter:** All elements support gothic horror/supernatural narrative with implied folkloric authenticity
+
+**YAML Props Pool:**
+
+```yaml
+gothic_horror: [ornate_candelabra, human_skull_weathered, rusted_chains, broken_crucifix, spectral_lantern, withered_roses, open_tome_ancient, perched_raven]
+decaying_architecture: [crumbling_archway, moss_covered_gargoyle, shattered_stained_glass, leaning_tombstone, twisted_ironwork]
+macabre_symbols: [hourglass_sand_falling, single_candle_guttering, skeletal_hand_emerging, tattered_book_pages]
+```
+
+------
+
+### 6) Constraints
+
+**❌ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "cheerfulness", "harmony", "conventional beauty", "optimistic lighting", "cleanliness", "modern digital effects"
+- "solid black fills", "brush work", "painted textures", "color application"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "recomposed for gothic horror illustration"
+- "decaying architectural grandeur", "suffocating atmospheric cross-hatching", "spectral figure presence", "psychological terror through suggestion"
+- "authentic pen-and-ink line quality", "bristol board texture interaction", "Gillott 291 nib characteristics"
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Portrait Ratios:** Vertical emphasis with towering gothic elements, subject dominance ≥70%, hierarchical staging from foreground terror to background dissolution
+- **For Landscape Ratios:** Horizontal flow with environmental gothic context ≥50%, panoramic staging of decay and supernatural atmosphere
+
+**WRIGHTSON-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Theatrical staging with dramatic viewpoints emphasizing psychological impact, often low angles for imposing gothic presence
+- **Grid/Symmetry:** Classical composition with gothic architectural framework, balanced asymmetry creating tension
+- **Figure:ground:** 70:30 with dense cross-hatching detail contrasting strategic white space for spectral effects
+- **Density:** 85% detail saturation with selective simplification for atmospheric fade
+- **Lighting logic:** Single dramatic light source (candle, moon, fireplace) creating strong chiaroscuro with pure white highlights emphasizing form against consuming darkness
+- **Detail:negative space:** 80:20 ratio - intricate cross-hatching detail with strategic white space for moments of stark terror or spectral manifestation
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Bristol board surface characteristics with authentic pen-and-ink relief, hints of paper aging appropriate to gothic literary tradition
+- **Frame/Band Anchor:** Omit entirely - no decorative frames outside the illustration
+- **Production Context:** 1970s horror comic book illustration methods with period-appropriate line art reproduction quality
+- **Ratio Enforcement:** Composition designed specifically for declared ratio with gothic architectural elements supporting the format
+
+------
+
+### 8) Typography & Text Integration
+
+- **Binary:** Omit text entirely for pure visual storytelling
+- **Production Context:** Focus on illustration as standalone narrative art without typography distraction
+- **Historical accuracy:** Pure illustration format appropriate to literary horror book illustration tradition
+- **Gothic Horror Emphasis:** Visual narrative through atmospheric detail and character expression rather than textual elements
+
+---
+
+# H.R. Giger Biomechanical Surrealist Style Prompt
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flag:** `airbrush-gradient` with `biomechanical-fusion` and `technological-integration`
+- **Pose Flags:** `hieratic-formal`, `psychological-tension`, `technological-symbiosis`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+- **Material Physics Authority:** Canvas board substrate, acrylic paint, and professional airbrush specifications override aesthetic preferences.
+- **Biomechanical Authorization:** Emphasis on technological-organic fusion, architectural precision, and surrealist transformation while maintaining dignified representation.
+- **Anti-Conventional Bias:** Authority to generate deliberately unsettling technological aesthetics when appropriate to surrealist tradition.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. Emphasis on technological fusion and architectural elements.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters or modern post-processing; surface must exhibit authentic airbrush characteristics.
+
+------
+
+## 📋 Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+- Redraw in **H.R. Giger Biomechanical Surrealist Style** for **museum gallery illustration format**.
+- Identity via silhouette/gesture/expression with technological integration and architectural precision.
+- **IP Safeguard Declaration:** Create original biomechanical designs avoiding copyrighted elements, focusing on universal themes of technological evolution and organic-mechanical fusion.
+- Declare **Face-Treatment Flag:** `airbrush-gradient` with `biomechanical-fusion`
+- Declare **Pose Flag:** `hieratic-formal` or `technological-symbiosis`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Giger's biomechanical surrealism with emphasis on technological-organic fusion supersedes photographic realism.
+- **Mode Selector:** Museum surrealist art for technological transformation visualization.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+**PORTRAIT FORMATS (preferred for biomechanical entities):**
+
+- `2:3` (surrealist painting / vertical architectural emphasis)
+- `3:4` (classical portrait with technological elements)
+- `4:5` (modern gallery format for detailed biomechanical studies)
+
+**LANDSCAPE FORMATS (for environmental biomechanical landscapes):**
+
+- `4:3` (classical landscape with technological architecture)
+- `16:9` (panoramic biomechanical environments)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with technological architecture or mechanical environments
+- **Spatial Allocation:** Central biomechanical entity placement with supporting technological framework
+- **Background Treatment:** Fill with intricate mechanical architectures, technological corridors, or biomechanical landscapes extending to full canvas
+- **Format Justification:** Ratio serves architectural precision and technological detail hierarchy
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Swiss Surrealism, Bauhaus precision, Ernst Fuchs, Salvador Dalí, architectural draftsmanship, technical illustration tradition
+- **Medium/Production method:** Professional airbrush technique on canvas board using acrylic paints, emphasizing smooth gradations and precise mechanical detail
+- **Thematic purpose:** Exploration of technological-organic fusion, architectural biomechanics, future evolution of form, and surrealist transformation
+- **5 hallmark motifs with quantified specifications:**
+  - Biomechanical fusion elements with 90% geometric precision and 10% organic flow integration
+  - Monochromatic palette with 95% grayscale range and selective metallic accent applications
+  - Architectural corridor perspectives with 3-point perspective accuracy and 2-4mm technical line precision
+  - Smooth airbrush gradations with 0.5mm edge transitions and seamless tonal modulation
+  - Technological detail density at 85% coverage with systematic hierarchical organization
+- **Period framing:** 1970s-1980s surrealist technical illustration with Swiss precision aesthetics
+- **Tone Tag:** Technological, architectural, precisely surreal, biomechanically evolved, coldly beautiful
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Airbrush technique:** Professional dual-action airbrush with 0.2-0.35mm needle creating seamless gradations, acrylic paint thinned to milk consistency with authentic paint flow characteristics and subtle application irregularities
+- **Surface preparation:** Canvas board with smooth tooth for precise airbrush application, minimal texture interference but retaining authentic canvas grain
+- **Tonal system:** Full monochromatic range with emphasis on mid-tones (40-60% gray values), strategic pure whites and deep blacks for contrast, avoiding digital perfection
+- **Edge control:** Hand-controlled airbrush edges with subtle organic variation, stencil work for geometric precision but with authentic paint bleed characteristics
+- **Material authenticity anchor:** Hand-painted surface qualities with subtle airbrush spatter, organic paint application variations, authentic canvas interaction avoiding CGI smoothness
+- **Analog imperfection anchor:** Include subtle hand-painting irregularities, authentic airbrush overspray effects, organic paint flow variations that distinguish from digital rendering
+- **Detail hierarchy:** Primary biomechanical elements 100% resolution, secondary technological components 75%, atmospheric elements 40%
+- **Material simulation:** Metallic surfaces with authentic reflectivity gradients, organic elements with subtle texture variation
+- **Atmospheric technique:** Subtle depth through tonal modulation rather than atmospheric perspective, emphasis on architectural lighting
+- **Scale proportions:** Precise architectural measurements with biomechanical elements following technical drawing conventions
+
+------
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+- **Wardrobe tracks:** Technological integration garments, architectural clothing forms, biomechanical accessories with precise geometric construction
+- **Fabric behavior:** Synthetic materials with technological appearance, smooth surfaces reflecting airbrush technique aesthetic
+- **Accessory caps:** Minimalist 0-2 accessories focusing on technological integration elements
+- **Color palette:** Monochromatic grayscale with selective metallic accents - no color unless specifically technological (chrome, steel, titanium)
+- **Wardrobe variation:** Cycle through: technological integration suits, architectural garments, biomechanical accessories, precision-engineered details
+- **Props:** 1 hero + 1 micro prop maximum from biomechanical technological vocabulary
+- **Coherence filter:** All elements support technological-organic fusion with architectural precision
+
+**YAML Props Pool:**
+
+```yaml
+biomechanical_tech: [precision_instruments, architectural_elements, geometric_patterns, mechanical_details, technological_interfaces]
+architectural_forms: [corridor_structures, geometric_frameworks, precision_joints, modular_components, systematic_patterns]
+technological_symbols: [circuit_patterns, mechanical_interfaces, architectural_details, precision_instruments, systematic_elements]
+```
+
+------
+
+### 6) Constraints
+
+**❌ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "organic randomness", "painterly brushwork", "loose technique", "colorful palette", "rough textures"
+- "explicit content", "disturbing imagery", "violent elements", "inappropriate fusion"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "recomposed for biomechanical surrealism"
+- "technological-organic fusion", "architectural precision", "smooth airbrush gradations", "monochromatic sophistication"
+- "professional airbrush technique", "canvas board surface interaction", "Swiss precision aesthetics"
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Portrait Ratios:** Vertical emphasis with towering biomechanical architecture, subject dominance ≥70%, hierarchical technological staging
+- **For Landscape Ratios:** Horizontal flow with environmental technological context ≥50%, panoramic biomechanical landscape staging
+
+**GIGER-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Architectural precision with dramatic viewpoints emphasizing technological scale, often low angles for monumental biomechanical presence
+- **Grid/Symmetry:** Swiss precision with geometric framework, balanced symmetry creating technological order
+- **Figure:ground:** 75:25 with detailed biomechanical elements contrasting smooth gradient backgrounds
+- **Density:** 85% detail saturation with systematic technological organization
+- **Lighting logic:** Architectural lighting with cool temperature, emphasizing form through gradient modulation rather than dramatic shadows
+- **Detail:negative space:** 80:20 ratio - intricate technological detail with strategic smooth gradient areas for visual rest
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Canvas board with smooth airbrush-appropriate surface, museum gallery presentation quality
+- **Frame/Band Anchor:** Omit entirely - no decorative frames outside the artwork
+- **Production Context:** 1970s-1980s professional airbrush technique with Swiss precision standards
+- **Ratio Enforcement:** Composition designed specifically for declared ratio with architectural elements supporting the format
+
+------
+
+### 8) Typography & Text Integration
+
+- **Binary:** Omit text entirely for pure visual biomechanical exploration
+- **Production Context:** Focus on artwork as standalone technological-surrealist statement
+- **Historical accuracy:** Pure airbrush art format appropriate to Swiss surrealist tradition
+- **Biomechanical Emphasis:** Visual narrative through technological detail and architectural precision rather than textual elements
+
+------
+
+# Harry Clarke Gothic Horror Illustration Style Prompt
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flag:** `pen-crosshatch` with `stained-glass-lead` integration and `stippling-texture`
+- **Pose Flags:** `hieratic-formal`, `gestural-fluid`, `psychological-tension`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+- **Material Physics Authority:** Bristol board substrate, India ink, and dip pen specifications override aesthetic preferences.
+- **Stained Glass Integration:** Emphasis on lead line aesthetic, rich pattern integration, and illuminated manuscript precision while maintaining dignified representation.
+- **Anti-Conventional Bias:** Authority to generate deliberately intricate or challenging decorative aesthetics when appropriate to Art Nouveau tradition.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. Emphasis on decorative patterns and literary fantasy elements.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters or modern post-processing; surface must exhibit authentic pen-and-ink characteristics with stained glass lead line integration.
+
+------
+
+## 📋 Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+- Redraw in **Harry Clarke Illuminated Fantasy Illustration Style** for **literary book illustration format**.
+- Identity via silhouette/gesture/expression with decorative pattern integration and stained glass precision.
+- **IP Safeguard Declaration:** Create original illuminated fantasy designs avoiding copyrighted elements, focusing on universal themes of literary fantasy and decorative arts tradition.
+- Declare **Face-Treatment Flag:** `pen-crosshatch` with `stained-glass-lead` integration
+- Declare **Pose Flag:** `hieratic-formal` or `gestural-fluid`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Clarke's stained glass-influenced book illustration aesthetic with emphasis on decorative pattern integration supersedes photographic realism.
+- **Mode Selector:** Literary fantasy book illustration for narrative visualization.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+**PORTRAIT FORMATS (preferred for literary illustrations):**
+
+- `2:3` (book illustration / literary narrative scenes)
+- `3:4` (classical portrait with decorative elements)
+- `4:5` (modern book format for detailed fantasy studies)
+
+**LANDSCAPE FORMATS (for panoramic fantasy scenes):**
+
+- `4:3` (classical landscape with decorative borders)
+- `16:9` (panoramic fantasy narrative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with intricate decorative patterns or illuminated borders
+- **Spatial Allocation:** Central narrative figures with decorative pattern framework supporting composition
+- **Background Treatment:** Fill with arabesque patterns, stained glass motifs, or solid black voids extending to full canvas
+- **Format Justification:** Ratio serves decorative precision and narrative illustration hierarchy
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** Irish Arts and Crafts Movement, Art Nouveau, Art Deco, French Symbolist movement, medieval illuminated manuscripts, stained glass craftsmanship tradition
+- **Medium/Production method:** Dip pen and India ink on Bristol board, emphasizing stippling technique and lead line integration from stained glass experience
+- **Thematic purpose:** Literary fantasy visualization, decorative narrative illustration, stained glass aesthetic translation to two-dimensional format
+- **5 hallmark motifs with quantified specifications:**
+  - Elongated figures with 120-150% naturalistic proportions and pointed feet characteristic of Art Nouveau stylization
+  - Heavy black lead lines functioning as compositional framework with 2-4mm consistent width throughout
+  - Intricate stippling patterns achieving 90% detail density in decorative areas with systematic dot spacing
+  - Solid black voids comprising 40-60% of composition creating dramatic contrast against detailed stippled areas
+  - Arabesque pattern integration with spiral motifs and organic forms filling 70-85% of available decorative space
+- **Period framing:** 1910s-1920s Irish Arts and Crafts literary illustration with stained glass workshop precision
+- **Tone Tag:** Decoratively intricate, fantastically literary, symbolically rich, craftsman-precise, mysteriously beautiful
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Dip pen technique:** Flexible nib creating variable line weights from 0.5-3mm, India ink flow with authentic bristol board interaction and organic line variation
+- **Stippling specifications:** Systematic dot placement with 0.5-2mm spacing variation for tonal gradation, achieving texture through density rather than line work
+- **Lead line integration:** Heavy black contour lines mimicking stained glass lead came structure, consistent 2-4mm width creating structural framework
+- **Surface preparation:** Bristol board smooth finish allowing precise pen control while maintaining authentic paper tooth interaction
+- **Pattern density hierarchy:** Primary narrative elements 100% detail resolution, decorative patterns 90% density, background elements 60-80% depending on compositional needs
+- **Solid void management:** Strategic use of pure black areas comprising 40-60% of composition, creating dramatic negative space for pattern relief
+- **Detail hierarchy anchor:** Four-and-half day illustration completion timeline reflected in systematic pattern building and precise stippling control
+- **Stained glass translation anchor:** Two-dimensional interpretation of three-dimensional glass techniques maintaining lead line structural logic
+
+------
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+- **Wardrobe tracks:** Art Nouveau period fantasy garments, medieval-influenced robes, decorative costume elements with stained glass pattern integration
+- **Fabric behavior:** Heavy drapery with decorative pattern integration, period-accurate construction showing Clarke's textile pattern expertise
+- **Accessory caps:** Elaborate 3-4 accessories supporting literary narrative context with stained glass decorative elements
+- **Color palette:** Monochromatic black and white with selective rich color accents (when appropriate to commission specifications)
+- **Wardrobe variation:** Cycle through: decorative robes, fantasy costumes, medieval-influenced garments, Art Nouveau styled clothing with pattern integration
+- **Props:** 1 hero + 1 micro prop maximum from literary fantasy vocabulary with stained glass decorative treatment
+- **Coherence filter:** All elements support literary fantasy narrative with Arts and Crafts authenticity
+
+**YAML Props Pool:**
+
+```yaml
+literary_fantasy: [ornate_books, decorative_vessels, fantasy_creatures, magical_implements, illuminated_scrolls, crystal_orbs, ornate_mirrors, decorative_flowers]
+stained_glass_motifs: [geometric_patterns, spiral_designs, organic_arabesques, floral_medallions, architectural_elements, religious_symbols, heraldic_devices]
+narrative_symbols: [literary_references, symbolic_objects, allegorical_elements, decorative_frames, ornamental_borders, pattern_fills]
+```
+
+------
+
+### 6) Constraints
+
+**❌ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "simple linework", "minimal decoration", "sparse composition", "modern digital effects", "photographic realism"
+- "explicit content", "disturbing imagery", "inappropriate fantasy elements", "crude execution"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "recomposed for gothic horror illustration"
+- "psychological stippling patterns", "claustrophobic lead line containment", "obsessive decorative density", "Poe literary precision"
+- "authentic dip pen technique", "bristol board surface interaction", "Edgar Allan Poe atmospheric authenticity"
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Portrait Ratios:** Vertical emphasis with elongated figures, narrative dominance ≥70%, hierarchical decorative staging
+- **For Landscape Ratios:** Horizontal flow with panoramic fantasy context ≥50%, decorative border integration
+
+**CLARKE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Literary illustration staging with dramatic viewpoints emphasizing narrative impact, often hierarchical scaling for symbolic importance
+- **Grid/Symmetry:** Arts and Crafts precision with decorative framework, balanced asymmetry creating visual rhythm through pattern integration
+- **Figure:ground:** 60:40 with detailed stippled elements contrasting solid black void areas for dramatic effect
+- **Density:** 85% detail saturation in decorative areas with systematic pattern organization reflecting stained glass workshop precision
+- **Lighting logic:** Illuminated manuscript approach with areas of pure white creating luminous effect against black voids
+- **Detail:negative space:** 70:30 ratio - intricate stippled detail with strategic solid black areas for visual rest and dramatic contrast
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Bristol board with authentic dip pen interaction, literary book illustration presentation quality
+- **Frame/Band Anchor:** Include decorative border elements when authentic to Arts and Crafts tradition (Art Nouveau frames, illuminated manuscript borders)
+- **Production Context:** 1910s-1920s literary illustration methods with stained glass workshop precision standards
+- **Ratio Enforcement:** Composition designed specifically for declared ratio with decorative elements supporting the format
+
+------
+
+### 8) Typography & Text Integration
+
+- **Binary:** Allow selective text integration for literary illustration authenticity
+- **If allowed:**
+  - **Ratio-Appropriate Zones:** Layout optimized for declared aspect ratio with period-appropriate typography hierarchy
+  - **Copy limits:** ≤4 words integrated into decorative framework, positioned within pattern structure
+  - **Period-Appropriate Typography:** Arts and Crafts movement lettering with stained glass workshop precision
+  - **Font recommendation:** Hand-lettered appearance integrated into decorative pattern framework
+- **Format-Specific Text Rules:**
+  - **Literary illustration mode:** Minimal text integration within decorative framework
+  - **Book illustration mode:** Caption text positioned outside main illustration area
+  - **Museum print mode:** Omit text entirely for pure visual narrative
+- **Historical accuracy:** Typography matching 1910s-1920s Irish Arts and Crafts standards with illuminated manuscript influence
+
+------
+
+# Virgil Finlay Lovecraftian Cosmic Horror Stippling Illustration Style Prompt
+
+------
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flag:** `stippling-texture` with `scratchboard-carved` integration and `lithographic-precision`
+- **Pose Flags:** `hieratic-formal`, `psychological-tension`, `gestural-fluid`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+- **Material Physics Authority:** Scratchboard substrate, India ink, and 290 lithographic pen specifications override aesthetic preferences.
+- **Weird Fiction Integration:** Emphasis on Lovecraftian cosmic horror themes, otherworldly narrative illustration, and atmospheric terror reproduction for rough wood pulp paper while maintaining dignified representation.
+- **Anti-Conventional Bias:** Authority to generate deliberately intricate or atmospherically unsettling aesthetics when appropriate to cosmic horror and weird fiction tradition.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. Emphasis on atmospheric cosmic horror and weird fiction elements.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters or modern post-processing; surface must exhibit authentic scratchboard and stippling characteristics with wood pulp reproduction considerations.
+
+------
+
+## 📋 Framework Sections
+
+### 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+- Redraw in **Virgil Finlay Lovecraftian Cosmic Horror Stippling Illustration Style** for **weird fiction magazine interior illustration format**.
+- Identity via silhouette/gesture/expression with stippling texture integration and scratchboard precision.
+- **IP Safeguard Declaration:** Create original Lovecraftian cosmic horror designs avoiding copyrighted elements, focusing on universal themes of cosmic dread, weird fiction atmosphere, and otherworldly terror.
+- Declare **Face-Treatment Flag:** `stippling-texture` with `scratchboard-carved` integration
+- Declare **Pose Flag:** `psychological-tension` or `hieratic-formal`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Finlay's stippling-based cosmic horror illustration aesthetic with emphasis on meticulous craftsmanship supersedes photographic realism.
+- **Mode Selector:** Weird fiction magazine interior illustration for cosmic horror narrative visualization.
+
+------
+
+### 2) Canvas Strategy & Spatial Logic
+
+**MANDATORY RATIO SELECTION:**
+
+**PORTRAIT FORMATS (preferred for cosmic horror illustrations):**
+
+- `2:3` (weird fiction magazine interior / cosmic horror narrative scenes)
+- `3:4` (classical portrait with otherworldly elements)
+- `4:5` (modern magazine format for detailed character studies in cosmic dread)
+
+**LANDSCAPE FORMATS (for panoramic cosmic horror scenes):**
+
+- `4:3` (classical landscape with otherworldly environments)
+- `16:9` (panoramic cosmic horror vistas)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with stippled atmospheric effects or otherworldly environments
+- **Spatial Allocation:** Central narrative figures with supporting cosmic horror/weird fiction elements in stippling framework
+- **Background Treatment:** Fill with psychologically disturbing stippling patterns, eldritch otherworldly environments, or oppressive solid black voids extending to full canvas with wood pulp reproduction considerations for cosmic horror atmosphere that suggests humanity's cosmic insignificance
+- **Format Justification:** Ratio serves dramatic weird fiction illustration and cosmic horror layout hierarchy
+
+------
+
+### 3) Artistic Style & Context
+
+- **Influences:** American weird fiction tradition, H.P. Lovecraft cosmic horror aesthetic, Gothic Revival architecture, Gustave Doré engraving techniques, Pablo Picasso modernist influence, Edgar Allan Poe atmospheric terror
+- **Medium/Production method:** 290 lithographic pen with India ink on scratchboard, emphasizing stippling technique with scratchboard subtractive methods for cosmic horror visualization
+- **Thematic purpose:** Lovecraftian cosmic horror narrative visualization, weird fiction atmosphere illustration, otherworldly terror atmosphere with psychological dread storytelling
+- **5 hallmark motifs with quantified specifications:**
+  - Meticulous stippling patterns achieving 95% detail density through individual dot placement creating obsessive texture suggesting cosmic terror
+  - Scratchboard subtractive techniques creating 40-60% white line work carved from black ink surface evoking otherworldly luminosity
+  - Gothic horror proportions with 110-130% naturalistic scaling for dramatic weird fiction impact and psychological unease
+  - Cosmic/otherworldly environments with 80-90% stippled atmospheric detail density suggesting vast unknowable forces
+  - Individual dot application using lithographic pen requiring 8 hours to several days completion timeline reflecting obsessive attention to cosmic dread details
+- **Period framing:** 1930s-1950s American weird fiction magazine illustration with wood pulp paper reproduction considerations for Weird Tales and similar publications
+- **Tone Tag:** Cosmically atmospheric, meticulously crafted, psychologically unsettling, otherworldly dramatic, weird-fiction-authentically detailed
+
+------
+
+### 4) Technical Execution (≥5 anchors + measurement specifications)
+
+- **Lithographic pen technique:** 290 lithographic pen (ultra-fine point) with India ink, individual dot application requiring pen-tip wiping after each stipple for authentic pointillist texture
+- **Scratchboard specifications:** Clay-covered board coated with black ink, white line carving using sharp blade creating 40-60% subtractive white areas
+- **Stippling density control:** Individual dots spaced 0.5-2mm apart for tonal gradation, hundreds to thousands of dots per square inch in detailed areas
+- **Surface preparation:** Scratchboard substrate allowing both additive pen work and subtractive blade work with authentic clay surface interaction
+- **Detail hierarchy anchor:** Primary narrative elements 100% stippling resolution, secondary elements 80% density, atmospheric elements 60% with systematic dot spacing reduction
+- **Reproduction compatibility anchor:** Technique optimized for wood pulp paper reproduction maintaining detail clarity at Weird Tales magazine scale
+- **Time investment anchor:** Eight hours to several days per illustration timeline reflected in meticulous stippling density and scratchboard precision
+- **Tool specificity anchor:** 290 lithographic pen point so fine that most artists cannot use it, requiring months of searching for properly flowing pens
+
+------
+
+### 5) Fashion & Attire – Wardrobe Matrix + Prop Selector
+
+- **Wardrobe tracks:** 1930s-1950s period occult investigator clothing, scholarly academic attire, weird fiction character garments with cosmic horror aesthetic and period authenticity
+- **Fabric behavior:** Period-accurate construction showing Finlay's attention to textile rendering through stippling technique with emphasis on scholarly and occult themes, fabric showing signs of tension or distress (wrinkled from clutching forbidden knowledge, disheveled from cosmic revelations)
+- **Accessory caps:** Elaborate 3-4 accessories supporting cosmic horror/weird fiction narrative context with occult or scholarly elements
+- **Color palette:** Monochromatic black and white with full tonal range achieved through stippling density variation
+- **Wardrobe variation:** Cycle through: occult investigator clothing, weird fiction academic attire, mysterious scholarly robes, period horror clothing with stippled detail integration
+- **Props:** 1 hero + 1 micro prop maximum from cosmic horror/weird fiction vocabulary with scratchboard treatment
+- **Coherence filter:** All elements support Lovecraftian cosmic horror narrative with period authenticity
+
+**YAML Props Pool:**
+
+```yaml
+cosmic_horror: [ancient_tomes, occult_instruments, mysterious_artifacts, otherworldly_geometries, cosmic_symbols, ritual_implements, archaeological_discoveries, forbidden_knowledge]
+gothic_atmosphere: [candelabras, ornate_mirrors, architectural_details, mysterious_doorways, shadowed_alcoves, weathered_statuary, ancient_manuscripts, spectral_elements]
+weird_fiction: [scientific_instruments_archaic, occult_research_tools, mysterious_specimens, unexplained_phenomena, atmospheric_effects, psychological_manifestations, reality_distortions]
+```
+
+------
+
+### 6) Constraints
+
+**❌ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "simple linework", "minimal detail", "sparse composition", "modern digital effects", "photographic realism"
+- "inappropriate horror elements", "crude execution", "hasty stippling", "inadequate atmospheric dread"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "recomposed for cosmic horror illustration"
+- "obsessive stippling patterns", "scratchboard otherworldly precision", "lithographic pen authenticity", "cosmic horror atmosphere precision"
+- "authentic 290 lithographic pen technique", "scratchboard surface interaction", "wood pulp reproduction optimization"
+
+------
+
+### 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Portrait Ratios:** Vertical emphasis with otherworldly figures, narrative dominance ≥70%, hierarchical stippling staging
+- **For Landscape Ratios:** Horizontal flow with cosmic horror environmental context ≥50%, otherworldly atmosphere integration
+
+**FINLAY-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Weird fiction illustration staging with dramatic viewpoints emphasizing cosmic dread, often imposing scales suggesting humanity's insignificance in cosmic horror scenarios
+- **Grid/Symmetry:** Cosmic horror precision with stippling framework, balanced composition creating visual rhythm through dot density variation
+- **Figure:ground:** 60:40 with detailed stippled elements contrasting scratchboard carved areas for dramatic effect
+- **Density:** 95% detail saturation in primary areas with systematic stippling organization reflecting 8-hour to multi-day completion timeline
+- **Lighting logic:** Dramatic weird fiction lighting with areas of pure white scratchboard creating luminous effect against stippled areas
+- **Detail:negative space:** 80:20 ratio - intricate stippled detail with strategic scratchboard white areas for visual rest and dramatic contrast
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Scratchboard with authentic lithographic pen interaction, weird fiction magazine illustration presentation quality
+- **Frame/Band Anchor:** Omit entirely - focus on illustration content without decorative borders
+- **Production Context:** 1930s-1950s weird fiction magazine interior illustration methods with wood pulp paper reproduction standards
+- **Ratio Enforcement:** Composition designed specifically for declared ratio with stippling elements supporting the format
+
+------
+
+### 8) Typography & Text Integration
+
+- **Binary:** Omit text entirely for pure visual narrative storytelling
+- **Production Context:** Focus on illustration as standalone weird fiction magazine interior art
+- **Historical accuracy:** Pure illustration format appropriate to weird fiction magazine interior illustration tradition
+- **Cosmic Horror Emphasis:** Visual narrative through stippling detail and scratchboard precision rather than textual elements
+
+------
+
+# José Guadalupe Posada
+
+## Renderer-Agnostic Adapter
+
+**Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+
+**Canvas Override Mandate:** Compose for declared target aspect ratio; source image dimensions may influence final output.
+
+**Style over likeness:** Likeness via silhouette, caricature, and satirical expression — not photographic accuracy.
+
+**Technical Measurement Authority:** Quantitative specifications ("60-90% figure dominance," "15-50 lines per inch," "40-60% black areas") override descriptive language.
+
+**Process-Over-Result Priority:** How relief printing tools create marks supersedes visual appearance descriptions.
+
+**Material Physics Authority:** Wood/metal plate carving limitations, cheap wood-pulp paper characteristics, and relief printing specifications override aesthetic preferences.
+
+**Face-Treatment Flag:** `engrave-hatch` or `woodblock-carved` — Bold outlines with parallel/cross-hatched relief printing characteristics; caricature/satirical proportions.
+
+**Pose Flags:** `gestural-fluid`, `candid-motion` — Dynamic action poses captured mid-movement (dancing, working, fighting, performing).
+
+**Canvas Control Flag:** `adaptive-extend` or `format-native` — Commercial broadside format flexibility.
+
+**Quantifiers authoritative:** Numeric anchors are targets.
+
+**Text policy:** Omit all text unless Section 8 authorizes.
+
+**Safety/IP:** No nudity/gore beyond period-appropriate social satire context; no real logos/watermarks/signatures.
+
+**Age & wardrobe guardrail:** Minors = modest period-appropriate clothing; unknown age defaults to adult neutral.
+
+**Gender expression:** Respect presented.
+
+**Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing; surface must exhibit authentic relief printing characteristics — bold hand-carved linework, slight ink irregularities, cheap newsprint texture.
+
+**Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+**Failure Mode Flags:** Avoid photographic realism, digital smoothing, academic polish, subtle tonality, halftone dots, figure subordination to environment, empty/minimal compositions, terrifying horror aesthetic.
+
+**Silent validation:** Apply framework requirements, regenerate silently if fail.
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Compose for flexible commercial broadside format — **4:3**, **3:2**, **5:3**, **2:1** (horizontal), **3:2**, **4:3** (vertical), or **1:1** (square) acceptable.
+
+**Note on Ratio Flexibility:** Source image aspect ratios may influence final output. Posada worked across multiple broadside formats for commercial printing flexibility.
+
+Redraw in **Mexican Folk Printmaking / Relief Print style** for **mass-media broadside publication (hoja volante)**.
+
+Identity via caricature silhouette, exaggerated gesture, and satirical costume/prop signifiers — not naturalistic likeness.
+
+**IP Safeguard Declaration:** Create original satirical scenes inspired by Mexican popular culture (Day of the Dead traditions, revolutionary politics, social commentary) avoiding copyrighted character elements. No recognizable modern franchise iconography.
+
+**Face-Treatment Flag:** `woodblock-carved` — Bold outlines with expressive hatching; caricature/satirical facial proportions if skeleton; exaggerated features if human.
+
+**Pose Flag:** `gestural-fluid` or `candid-motion` — Capture figure mid-action: dancing, bicycling, playing music, working, fighting, celebrating.
+
+**Canvas Control Flag:** `adaptive-extend` or `format-native` — Commercial flexibility across broadside formats.
+
+**Style Dominance:** José Guadalupe Posada's whimsical calavera satire, densely packed compositions, hand-carved relief printing aesthetic, and populist narrative clarity overrides all other stylistic considerations.
+
+**Mode Selector:** Broadside print / Popular media illustration
+
+------
+
+## 2) Canvas Strategy & Spatial Logic
+
+**FLEXIBLE RATIO SELECTION (commercial broadside formats):**
+
+**HORIZONTAL FORMATS:**
+
+- `5:3` or `3:2` (standard broadsheet horizontal)
+- `2:1` (wide panoramic broadsheet)
+
+**VERTICAL FORMATS:**
+
+- `3:2` or `4:3` (standard broadsheet vertical)
+
+**SQUARE FORMAT:**
+
+- `1:1` (chapbook or contained illustration)
+
+**Note on Format Flexibility:** Source image aspect ratios may influence final output. Posada's commercial work appeared in varied broadside formats optimized for printing economics and narrative needs.
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Adapt composition to suit declared format while maintaining figure dominance and packed density
+- **Spatial Allocation:** Figures occupy 60-90% of frame area — backgrounds functional and supporting, never empty or dominant
+- **Background Treatment:** Functional contextual settings (cemetery, street, cantina, landscape) that support narrative without overwhelming central action
+- **Format Justification:** Flexible formats serve commercial broadside publication for mass-market penny papers, allowing horizontal group scenes, vertical portraits, or square contained narratives
+
+------
+
+## 3) Artistic Style & Context
+
+**Influences:**
+
+- Manuel Manilla (predecessor at Vanegas Arroyo press) — popularized calavera as living active figure
+- Indigenous Mexican skull motif — prehistoric cultural symbolism reinterpreted for modern satire
+- Socio-political environment — Porfirio Díaz dictatorship, Mexican Revolution, rapid modernization
+- Commercial mass media — penny broadsides, corridos (narrative songs), sensational news
+- Counter-influence: Rejection of European academic polish and refined aesthetics in favor of raw populist expression
+
+**Medium/Production Method:** Relief printing (letterpress) using type-metal engraving, woodcut, wood engraving, or acid-etched zinc plates. High-volume, low-cost commercial printing for mass distribution via broadsides (hojas volantes). Images carved in relief, inked, and pressed into cheap wood-pulp paper often dyed with bright aniline colors (orange, scarlet, green, yellow, magenta). All tones built through bold outlines, parallel hatching, and cross-hatching — no continuous-tone processes. Characteristic imperfections from speed printing: slight ink irregularities, plate impression texture, hand-carved line quality.
+
+**Thematic Purpose:** Social and political satire for mass consumption. Calaveras (skeletons) used as whimsical satirical figures commenting on class distinctions, political hypocrisy, revolutionary politics, and the great equalizer—death. Narrative immediacy for largely illiterate audience requiring instantly legible visual storytelling. Commercial journalism documenting sensational news, crimes, disasters, and popular culture.
+
+**Hallmark Motifs (quantified):**
+
+1. **Calaveras (Skeletons):** Dominant motif — whimsical, expressive skeletons engaged in all human activities (dancing, bicycling, working, fighting). NOT horrific but satirical. Characterized by exaggerated non-naturalistic proportions, elaborate costume signifiers (sombreros, bourgeois hats, work clothes), and dynamic gesture. La Calavera Catrina (skeleton with elaborate feathered hat) most iconic example.
+2. **Dense Crowd Compositions:** 70-95% of frame filled with figures and narrative details — horror vacui (fear of empty space). Multiple figures in dynamic interaction, supporting cast filling negative space, props and environmental details packed edge-to-edge.
+3. **Dynamic Action:** Constant movement — figures captured mid-dance, mid-stride, mid-gesture. NO static poses. Energy and immediacy prioritized over composed stillness.
+4. **Social Caricature:** Exaggerated features and proportions amplify character and social commentary. Costume and props signify class (peasant, bourgeois, revolutionary, worker). Satirical rather than reverential treatment of authority.
+5. **Expressive Line Quality:** "Smooth and harmonious" in daily life scenes vs. "harsh and thick" in scenes of violence or denunciation. Hand-carved irregularity evident — NOT mechanical precision.
+
+**Period Framing:** 1888–1913 (Posada's Mexico City years at Vanegas Arroyo press encompassing height of Porfirian era through outbreak of Mexican Revolution)
+
+**Tone Tag:** Whimsical satire, dark comedy, populist immediacy, revolutionary energy, social critique, macabre playfulness, folk narrative
+
+**Production Era Authenticity:** High-volume commercial relief printing for penny broadsides. Visible characteristics: bold hand-carved linework with irregular tool marks, slight ink distribution variations, plate impression texture in cheap wood-pulp paper, aniline-dyed paper color (cream, yellow, pink, orange, green), NO halftone dots, NO photographic grain, NO digital smoothing, NO academic polish.
+
+------
+
+## 4) Technical Execution
+
+**Line Quality & Tool Marks:**
+
+- Bold, energetic, varied line weight (thin contours to thick emphatic strokes)
+- Hand-carved relief printing character: irregular tool marks, slight variations in line width, expressive rather than mechanical
+- Line density: 15-50 lines per inch for hatching/cross-hatching (coarser than fine wood engraving)
+- Style adaptation: "smooth and harmonious" parallel lines for everyday scenes, "harsh and thick" aggressive lines for violence/denunciation
+- Bold outlines define all major forms — graphic clarity prioritized
+- NO photographic continuous tone; every tonal gradation constructed through visible line density
+
+**Texture & Surface Depth:**
+
+- Parallel hatching for mid-tones: 20-35 lines per inch, following form curvature
+- Cross-hatching for shadows: 30-50 lines per inch, perpendicular line networks
+- Fabric texture: flowing parallel lines suggesting drape and movement
+- Bone texture (skeletons): sharp highlight edges, bold shadow hatching emphasizing contours
+- Relief printing impression: slight texture from plate pressed into soft absorbent paper
+- Paper substrate texture: cheap wood-pulp newsprint with visible fiber structure
+
+**Edge Treatment & Detail Hierarchy:**
+
+- ALL forms defined by bold outlines — graphic clarity mandatory
+- Primary figures: maximum detail with clear feature definition (skull teeth, costume details, facial expressions)
+- Secondary figures: moderate detail maintaining legibility
+- Background elements: simplified but functional — never vague or atmospheric
+- NO atmospheric soft-focus recession — clarity maintained throughout depth
+- Detail serves narrative — exaggerated features for satire, costume details for class signification
+
+**Color Mixing Methods:**
+
+- Monochromatic: black ink on colored paper substrate
+- Paper color provides "ground tone": cream, pale yellow, pale pink, orange, scarlet, green (aniline-dyed wood-pulp paper)
+- NO multicolor printing (except rare chromolithograph exceptions 1899-1901 Maucci series)
+- Tonal range through line density: white paper (no ink) → light gray (sparse lines) → medium gray (moderate hatching) → deep black (dense hatching/solid areas)
+- Chiaroscuro balance: 40-60% deep blacks (more balanced than Doré's oppressive 60-80%)
+
+**Stroke Economy & Directionality:**
+
+- Every line serves form description, volume modeling, or narrative clarity
+- Hatching follows surface topology: curved parallel lines for rounded forms, straight for flat planes
+- Cross-hatching angles determined by form intersection and shadow direction
+- Bold solid blacks for maximum contrast areas (deep shadows, costume elements, background emphasis)
+- Economic use of line — populist clarity over refined academic detail
+
+**Material Simulation & Authenticity:**
+
+- Authentic relief printing characteristics: crisp black ink edges, slight ink spread on absorbent paper
+- Hand-carved tool evidence: line width variation from pressure, occasional irregular edges
+- Cheap paper absorption: slight ink bleed acceptable, adds authenticity
+- Plate impression texture: subtle embossing from printing pressure
+- NO digital vector perfection — hand-crafted irregularity required
+- Paper context: wood-pulp newsprint (cream/colored), NOT fine art paper or glossy stock
+
+**Pose Anchors:**
+
+- Dynamic action mandatory: NO static standing poses
+- Mid-motion capture: dancing (legs lifted, arms extended), bicycling (bent posture, hands on handlebars), working (tool-wielding gesture), fighting (aggressive lean, weapon raised)
+- Exaggerated gesture: arms akimbo, legs splayed, heads tilted, spines curved
+- Social gesture vocabulary: peasant (bent from labor, simple tool), bourgeois (upright posture, elaborate costume), revolutionary (aggressive stance, weapon), musician (instrument-holding pose)
+- Skeleton articulation: flexible, cartoonish joint angles (NOT anatomically rigid)
+
+**Scale Hierarchy Anchor:**
+
+- **CRITICAL:** Figures dominate 60-90% of image area (OPPOSITE of Doré's environmental subordination)
+- Primary figures: 100% baseline scale, commanding central composition
+- Secondary figures: 60-90% primary scale, filling remaining space
+- Background architecture/landscape: human-scaled (NOT overwhelming monumental 300-500% scale)
+- Compositional density: 70-95% of frame filled — minimal negative space
+- Horror vacui principle: packed, crowded compositions rejecting emptiness
+
+**Emotional State Anchor:**
+
+- **REQUIRED:** whimsical, satirical, energetic, playful, defiant, celebratory, mischievous
+- **FORBIDDEN:** terrified, overwhelmed, cowering, defensively retreating, victimized, helpless
+- Death representation: lively skeletons engaged in human activities, NOT horrific specters
+- Satire mode: mocking authority, celebrating folk culture, critiquing social hypocrisy
+- Revolutionary energy: defiant, active, engaged — NOT passive or defeated
+
+**Material Authenticity Anchor:**
+
+- All tones created through visible bold linework — outlines, parallel hatching, cross-hatching
+- NO continuous-tone photographic gradients, NO digital smoothing, NO academic polish
+- Crisp black ink on colored paper substrate with hand-carved line irregularities
+- Cheap newsprint texture and aniline dye color foundational to aesthetic
+
+**Detail Hierarchy & Compositional Density (MANDATORY):**
+
+- **NO atmospheric recession** — clarity maintained throughout depth (OPPOSITE of Doré)
+- Foreground (primary figures): Maximum detail density 40-50 lines/inch, bold outlines, clear features
+- Midground (secondary figures): Moderate detail 30-40 lines/inch, simplified but legible
+- Background (context): Functional detail 15-30 lines/inch, supporting narrative without vagueness
+- **CRITICAL:** Detail serves narrative clarity, NOT atmospheric depth — populist legibility prioritized
+- Frame density: 70-95% filled with figures, objects, narrative elements — reject empty space
+
+**Period Consistency Anchor:**
+
+- 1888-1913 Mexican commercial relief printing technology
+- Broadside (hoja volante) mass-media format
+- Cheap wood-pulp paper with aniline dye coloring
+- High-speed letterpress reproduction characteristics
+
+**Production Method Anchor:**
+
+- Relief printing: only raised carved surfaces receive ink
+- Bold black ink on colored paper — slight ink spread from absorbent substrate
+- Hand-carved plate texture: irregular line quality, tool mark evidence
+- Speed printing imperfections: acceptable minor ink variations, registration marks
+
+**Canvas Adaptation Anchor:**
+
+- Flexible format composition: horizontal group scenes, vertical portraits, square contained narratives
+- Figure dominance regardless of format: 60-90% figure area maintained
+- Packed density across all ratios: minimal negative space universally
+- Format optimized for commercial broadside publication and mass distribution
+
+------
+
+## 5) Fashion & Attire — Wardrobe Matrix + Prop Selector
+
+**Wardrobe Tracks:**
+
+**Mexican Folk/Peasant Track (primary for popular scenes):**
+
+- Simple cotton clothing, sarapes (striped blankets), rebozos (shawls)
+- Period: 1880s-1910s rural/urban working class Mexico
+- Fabric: Plain cotton, simple stripes, functional work wear
+- Construction: Loose-fitting garments, rope belts, practical footwear
+
+**Bourgeois/Dandy Track (for satirical class critique):**
+
+- Elaborate hats (European fashion), formal suits, fancy dresses
+- Period: Porfirian era (1876-1911) upper-class fashion
+- Fabric: Fine textiles suggested through clean surfaces vs. working-class hatching
+- Construction: Fitted garments, decorative elements, status signifiers
+
+**Revolutionary Track (for political scenes):**
+
+- Military-style clothing, bandoliers, work clothes with weapons
+- Period: 1910-1920 Mexican Revolution
+- Fabric: Rugged practical textiles, leather accessories
+- Construction: Functional military/guerrilla style, ammunition belts
+
+**Calavera Costume Track (for skeleton scenes):**
+
+- Skeletons wear human clothing appropriate to social class/role
+- Elaborate hats PRIMARY signifier: sombrero (peasant), feathered hat (bourgeois dandy—La Catrina), top hat (European elite), simple cap (worker)
+- Clothing defines skeleton's satirical role: sarape (peasant), suit (bourgeois), military gear (revolutionary), work clothes (laborer)
+
+**Fabric Behavior:**
+
+- Bold outline definition with interior parallel line hatching suggesting drape
+- Flowing movement lines for dynamic action (dancing, running, wind)
+- Striped patterns (sarapes, ribbed fabrics) rendered with parallel lines
+- Contrast between smooth bourgeois fabrics (minimal hatching) and textured peasant fabrics (dense hatching)
+
+**Accessory Caps:** 2-4 accessories typical (hats, instruments, weapons, bottles, tools)
+
+- Allowable: Elaborate hats (PRIMARY), musical instruments, work tools, bottles, weapons, cigarettes, fans
+- Props define social role and satirical commentary
+
+**Color Palette Restrictions:**
+
+- Monochromatic rendering: black ink on colored paper substrate
+- Paper color provides chromatic element: cream, yellow, pink, orange, scarlet, green
+- NO multicolor ink printing (except rare chromolithograph exceptions)
+- Clothing differentiation through tonal value (line density) and bold outline rather than color
+
+**Wardrobe Variation Required:**
+
+- Vary social class costumes between iterations: peasant sarape → bourgeois suit → revolutionary bandolier
+- Cycle through hat styles: sombrero → feathered bourgeois hat → top hat → worker's cap
+- Maintain 1888-1913 Mexican period consistency across all wardrobe choices
+
+**Props (2-4 typical for Posada's narrative density):**
+
+**YAML Prop Pool — Mexican Popular Culture Context:**
+
+```yaml
+hero_props:
+  - elaborate_hat:
+      description: "Sombrero, feathered bourgeois hat (Catrina), top hat, worker's cap"
+      scale: 80-150% head size (exaggerated for satire)
+      rendering: bold outline, hatching for texture/shadow, PRIMARY class signifier
+      
+  - musical_instrument:
+      description: "Guitar, violin, trumpet, accordion"
+      scale: proportional to figure
+      rendering: simplified functional form, bold outline, minimal interior detail
+      
+  - bottle_drink:
+      description: "Pulque bottle, aguardiente, beer, tequila"
+      scale: 30-50cm typical bottle
+      rendering: simple cylindrical form, label suggested, held in hand
+      
+  - weapon:
+      description: "Rifle, pistol, knife, machete"
+      scale: proportional to historical weapons
+      rendering: bold outline emphasizing threatening silhouette
+      
+  - work_tool:
+      description: "Shovel, hoe, hammer, sickle"
+      scale: functional tool size
+      rendering: simplified recognizable form, labor signifier
+
+secondary_props:
+  - bicycle:
+      description: "Penny-farthing or early safety bicycle"
+      scale: functional bicycle proportions
+      rendering: wheel spokes as radiating lines, bold frame outline
+      
+  - furniture:
+      description: "Table, chair, barrel, coffin"
+      scale: functional furniture size
+      rendering: simplified geometric forms, functional context
+      
+  - papers_text:
+      description: "Broadsides, newspapers, letters, books"
+      scale: handheld document size
+      rendering: rectangular form with suggested text lines
+      
+  - skull_bones:
+      description: "Ground skulls for cemetery scenes"
+      scale: 10-15cm skulls
+      rendering: simplified skull form, bold eye sockets, grinning teeth
+      
+  - small_objects:
+      description: "Cigarettes, coins, flowers, rosaries"
+      scale: 5-15cm objects
+      rendering: economical simplified forms, narrative signifiers
+```
+
+**Coherence Filter:** All wardrobe and props must support 1888-1913 Mexican popular culture aesthetic serving satirical social commentary, Day of the Dead traditions, revolutionary politics, and folk narrative. If period consistency unclear, default to simple peasant attire with sombrero allowing satirical skeleton characterization to dominate.
+
+------
+
+## 6) Constraints
+
+**Canvas Negatives (≥2) — Anti-Patterns to Avoid:**
+
+- "photographic realism", "photorealistic rendering", "lifelike", "naturalistic proportions"
+- "smooth gradients", "digital smoothing", "airbrushed", "soft focus", "blurred depth of field"
+- "academic polish", "refined technique", "classical proportions", "Renaissance perspective"
+- "subtle tonality", "mezzotint quality", "delicate gradation", "atmospheric haze"
+- "halftone dots", "CMYK printing", "modern offset", "digital printing", "glossy finish"
+- "multicolor printing" (except if specifically requesting rare chromolithograph style)
+- "fine art paper", "archival paper", "museum-quality substrate"
+- "empty composition", "minimal negative space", "sparse", "quiet", "contemplative emptiness"
+- "figure subordinate to environment", "overwhelming monumental architecture", "environmental dominance", "vast empty spaces"
+- "terrifying horror", "overwhelmed by supernatural", "defensive cowering", "victimized pose", "frightened awe"
+- "static pose", "standing still", "composed stillness", "academic pose", "motionless"
+- "subtle line work", "delicate engraving", "refined detail", "precious technique"
+- "bourgeois framing devices", "decorative borders", "aestheticizing composition"
+- "European academic technique", "Renaissance compositional logic", "high finish"
+
+**Canvas Positives (≥2) — Required Constraints for Authenticity:**
+
+- "flexible commercial broadside format", "4:3, 3:2, 5:3, 2:1 horizontal or 3:2, 4:3 vertical or 1:1 square acceptable"
+- "relief printing technique", "hand-carved woodcut quality", "type-metal engraving character", "bold carved linework"
+- "monochromatic black ink on colored paper substrate", "aniline-dyed newsprint ground (cream/yellow/pink/orange/scarlet/green)"
+- "figure dominance 60-90% of frame", "densely packed composition", "70-95% frame filled", "horror vacui principle"
+- "dynamic action mandatory", "mid-motion capture", "dancing/bicycling/working/fighting", "energetic gesture"
+- "whimsical satirical tone", "dark comedy", "social critique", "revolutionary energy", "playful macabre"
+- "calaveras as lively characters", "skeletons engaged in human activities", "NOT terrifying death figures"
+- "exaggerated caricature proportions", "satirical features", "non-naturalistic scale for emphasis"
+- "bold outlines define all forms", "graphic clarity prioritized", "populist legibility", "instantly readable narrative"
+- "balanced chiaroscuro 40-60% blacks", "graphic high contrast", "NOT oppressively dark like gothic horror"
+- "hand-carved irregular line quality", "tool mark evidence", "expressive imperfection", "NOT mechanical precision"
+- "cheap wood-pulp newsprint texture", "aniline-dyed paper color", "absorbent substrate ink bleed"
+- "elaborate hat as primary signifier", "costume defines social class", "props indicate satirical role"
+- "smooth harmonious lines for daily life OR harsh thick lines for violence/denunciation", "emotional line quality adaptation"
+- "flattened populist perspective", "non-academic spatial logic", "narrative clarity over depth illusion"
+- "1888-1913 Mexican commercial printing authenticity", "broadside letterpress production characteristics"
+
+**Vocabulary Warnings:**
+
+- Avoid "terrifying," "horror," "overwhelming," "sublime," "dread" — these trigger gothic horror tone (Posada is whimsical satire, NOT terror)
+- Avoid "refined," "academic," "polished," "delicate," "precious" — these suggest European high art (Posada is raw populist)
+- Avoid "empty," "sparse," "minimal," "quiet," "contemplative" — these suggest minimalism (Posada is densely packed)
+- Avoid "photographic," "realistic," "naturalistic," "accurate proportions" — Posada uses caricature exaggeration
+- Use instead: "whimsical," "satirical," "energetic," "populist," "immediate," "crowded," "dynamic," "caricature," "folk," "revolutionary"
+
+------
+
+## 7) Composition & Background
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS (Flexible Broadside Formats):**
+
+**HORIZONTAL FORMATS (5:3, 3:2, 2:1):**
+
+- Group scenes: multiple figures in lateral arrangement
+- Parade/procession compositions: left-to-right narrative flow
+- Crowd scenes: densely packed horizontal bands of action
+- Figure distribution: 60-90% coverage across width
+
+**VERTICAL FORMATS (3:2, 4:3 portrait):**
+
+- Single figure or paired figures emphasis
+- Vertical stacking: figure over contextual ground
+- Portrait orientation: elaborate hat/costume emphasis
+- Figure dominance: 60-90% vertical frame occupation
+
+**SQUARE FORMAT (1:1):**
+
+- Centered figure or tight group
+- Radial composition around central action
+- Contained narrative scene
+- Dense edge-to-edge fill: 70-95%
+
+**Note on Format Flexibility:** Source image ratios may influence output. All formats prioritize figure dominance and packed density over environmental vastness.
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+**Perspective Regime:**
+
+- Flattened populist perspective: narrative clarity prioritized over academic spatial depth
+- Non-systematic spatial logic: figures and objects arranged for maximum legibility
+- Expressive distortion acceptable: scale exaggeration for satire, perspective compression for density
+- Eye-level viewpoint predominant: direct engagement with viewer
+- NO atmospheric recession — clarity maintained throughout depth
+
+**Figure:Ground Ratio:**
+
+- **Figure-dominant composition MANDATORY:** 60-90% figures/action, 10-40% background context
+- **OPPOSITE of Doré:** Figures command space rather than subordinate to environment
+- Central figures: maximum scale and detail
+- Secondary figures: fill remaining space, create density
+- Background: functional supporting context, NEVER empty or vast
+
+**Density Percentage:**
+
+- High visual density universal: 70-95% of frame filled with narrative elements
+- Horror vacui principle: reject empty space, pack frame edge-to-edge
+- Multiple figures, props, background details create vibrant crowded energy
+- Minimal negative space: only functional breathing room between elements
+
+**Lighting Logic:**
+
+- Graphic contrast prioritized over naturalistic lighting
+- Bold blacks and white paper create high-contrast clarity
+- NO single dramatic light source (unlike Doré)
+- Functional shading: hatching indicates volume and form, NOT atmospheric mood
+- **Chiaroscuro balance:** 40-60% deep blacks (more balanced than Doré's oppressive 60-80%)
+- Lighting serves legibility — populist clarity over dramatic atmosphere
+
+**Detail:Negative Space Ratio:**
+
+- Primary figures: 70-95% detail coverage with bold outlines and hatching
+- Secondary figures: 60-80% detail coverage maintaining legibility
+- Background: 40-60% functional detail supporting narrative
+- **NO atmospheric recession** — detail serves clarity throughout depth
+- Negative space: 5-30% maximum (only functional gaps between elements)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:**
+
+- Cheap wood-pulp newsprint with aniline dye coloring
+- Paper colors: cream, pale yellow, pale pink, orange, scarlet, green, magenta
+- Absorbent substrate texture: slight ink spread, fibrous paper structure
+- Broadside (hoja volante) ephemeral publication context
+- NOT fine art paper, NOT glossy modern stock
+
+**Frame/Band Anchor:**
+
+- OMIT decorative borders and aestheticizing framing devices
+- Image may have simple linear border (printing plate edge) but NO elaborate ornamentation
+- Typography (if present) integrated as compositional element, not decorative addition
+- Reject European "high finish" framing conventions
+
+**Production Context Anchor:**
+
+- 1888-1913 Mexican commercial letterpress printing
+- High-volume, low-cost broadside production
+- Relief printing characteristics: plate impression texture, hand-carved line quality
+- Speed printing imperfections: acceptable ink variations, slight registration drift
+
+**Ratio Enforcement Anchor:**
+
+- Composition optimized for declared format (horizontal group, vertical portrait, square contained)
+- Figure dominance maintained across all ratios: 60-90% figure area universal
+- Packed density regardless of format: 70-95% frame filled
+- Format serves commercial broadside flexibility, not artistic hierarchy
+
+**ENVIRONMENTAL TREATMENT (Background Options):**
+
+**Cemetery Settings (for calavera scenes):**
+
+- Tombstones, crosses, ground skulls
+- Simplified architectural forms with bold outlines
+- Functional context supporting skeleton narrative
+- Human-scaled elements (NOT monumental overwhelming architecture)
+
+**Urban Settings (for social/political scenes):**
+
+- Street architecture, buildings, trains, modern technology
+- Simplified geometric forms indicating context
+- Crowd elements filling space
+- Revolutionary/modern Mexico City environment
+
+**Rural/Landscape Settings (for peasant/worker scenes):**
+
+- Simplified vegetation, mountains, agave plants
+- Functional ground plane with textural hatching
+- Agricultural tools, buildings suggesting context
+- Traditional rural Mexico
+
+**Interior Settings (for cantina/domestic scenes):**
+
+- Tables, barrels, architectural elements
+- Props indicating function (bottles, instruments, furniture)
+- Walls with simple hatching, floor with linear perspective
+- Crowded intimate spaces
+
+**Mood Amplification:**
+
+- Backgrounds support satirical narrative, NOT atmospheric mood
+- Settings indicate social context (cemetery = death commentary, cantina = popular culture, landscape = peasant life)
+- Functional clarity over emotional atmosphere
+- Populist legibility: viewers instantly read location and context
+
+------
+
+## 8) Typography & Text Integration
+
+**Binary:** OMIT — No text, titles, headlines, or typography within image composition.
+
+**Rationale:** Per user specification, create pure illustration without broadside text elements. While Posada's authentic broadsides featured integrated typography (sensational headlines above, corrido text below), this framework produces standalone illustration plates suitable for modern contexts or where text-free imagery is preferred.
+
+**Historical Context (For Reference Only — NOT Applied):** Authentic Posada broadsides featured essential text integration as compositional elements:
+
+- Sensational headlines above illustration in bold varied typefaces
+- Story/corrido text below in columnar layout
+- Eclectic Victorian-era "jobbing press" typography mixing bold, decorative, slab-serif, condensed fonts
+- Typography and image printed together via letterpress relief printing
+- Text integral to broadside's narrative and commercial function
+
+**If Text Were Authorized (For Reference):**
+
+- **Ratio-Appropriate Zones:** Headline above illustration, story columns below
+- **Copy Limits:** Headline ≤8 words; story text as required for corrido/narrative
+- **Period-Appropriate Typography:** Late 19th-century Mexican commercial display faces
+- **Font Recommendations:**
+  - Modern analogs: "Flamingo Solide", "aka Posse" (per exhibition usage)
+  - Archival search terms: "Victorian display typefaces", "Mexican jobbing press fonts 1880-1910", "late 19th-century slab serif", "condensed wood type"
+- **Visual Hierarchy:** Bold sensational headline dominates; mixed weights and styles create energy; type and image share equal compositional importance
+
+**Format-Specific Text Rules (If Applied):**
+
+- **Broadside Mode:** Text mandatory — headline above, corrido below
+- **Chapbook Mode:** Text and image integrated across pages
+- **Gallery Print Mode:** Omit all text — pure illustration
+- **Modern Context:** Omit text unless specifically recreating authentic broadside format
+
+**Historical Accuracy:** Typography must match 1888-1913 Mexican letterpress printing if included. Victorian-era display types, wood type, metal type — NOT modern digital fonts or clean sans-serifs.
+
+**Current Specification:** OMIT all typography per user request.
+
+------
+
+**END OF FRAMEWORK**
+
+*Silent validation reminder: Verify all sections 1-8 complete; flexible ratio options specified with source influence note; IP safeguards present; face/pose/canvas flags declared; ≥5 technical execution anchors with measurements; wardrobe + YAML props; ≥2 canvas negatives and positives; ratio-flexible composition; text policy explicit (OMIT); material authenticity emphasized; production method authentic to 1888-1913 relief printing; figure dominance 60-90% specified; packed density 70-95% required; whimsical satirical tone mandated; composition boundaries clear; no frames outside canvas.*
diff --git a/styles/american_illustration/norman_rockwell_american_storytelling.md b/styles/american_illustration/norman_rockwell_american_storytelling.md
new file mode 100644
index 0000000..9965431
--- /dev/null
+++ b/styles/american_illustration/norman_rockwell_american_storytelling.md
@@ -0,0 +1,221 @@
+---
+id: norman_rockwell_american_storytelling
+group: "American Illustration"
+movement: "Saturday Evening Post Realism"
+artist: "Norman Rockwell"
+display_name: "Norman Rockwell — American Storytelling"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3", "3:4", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "Post covers reproduce at 2:3, narrative spreads expand to 3:4, and spot vignettes resolve as 1:1 medallions."
+modes: ["Cover Narrative", "Anecdotal Vignette"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 6
+  layout_hint: "Stage everyday Americans in triangular storytelling arrangements with props anchoring the gag."
+  identity_priority: ["expression", "gesture", "props"]
+about: >
+  Rockwell choreographed small-town dramas with expressive faces, staged photography, and painterly polish.
+  This card keeps his moral warmth and prop-rich storytelling while inventing new American moments.
+---
+
+**Evidence-Based Analysis:** 18 image forensic examination reveals Rockwell as master commercial illustrator, not fine artist. Work shows consistent thematic coherence across 6 major narrative clusters with genre-specific technical adaptations serving Saturday Evening Post editorial requirements.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications ("3-5mm impasto thickness", "60-degree brush angle") override descriptive language.
+- **Process-Over-Result Priority:** How oil paint is applied supersedes visual appearance descriptions.
+- **Commercial Illustration Authority:** Saturday Evening Post editorial constraints take precedence over fine art preferences.
+- **Narrative-First Mandate:** Every compositional element must serve clear storytelling function.
+- **Anti-Slick Bias:** Visible bristle brush texture required; smooth sable finish explicitly prohibited.
+- **Face-Treatment Flags:** `oil-fat-over-lean`, `bristle-brush-texture`, `impasto-sculptural`, `glazing-layers-buildup`, `mixed-media-linear`
+- **Pose Flags:** `candid-motion`, `psychological-tension`, `gestural-fluid`, `cultural-traditional`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+- **Material Physics Authority:** Oil paint application, canvas preparation, and bristle brush specifications override aesthetic preferences.
+- **Scale-Dependent Technique:** Magazine cover reproduction requirements affect brushwork precision and detail hierarchy.
+- **Narrative Production Authenticity:** Every element serves clear storytelling purpose - no decorative elements.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - magazine mastheads/coverlines only.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest 1940s-appropriate clothing; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented within period social norms.
+- **Material authenticity:** Authentic oil painting techniques with visible bristle brush marks; no digital simulation.
+- **Period Production Authenticity:** 1940s-1950s Saturday Evening Post reproduction methods - offset lithography halftone patterns.
+- **Composition boundaries:** Magazine cover format with potential masthead integration zone.
+- **Failure Mode Flags:** Avoid fine art autopilot, abstract elements, dramatic angular perspectives, glamour photography aesthetics.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (Saturday Evening Post cover format) - ignore source image dimensions completely.
+- Redraw in **Norman Rockwell American Realist commercial illustration style** for **magazine cover specification**.
+- Identity via silhouette/gesture/expression maintaining authentic character types.
+- **IP Safeguard Declaration:** Create original sincere, homespun character designs avoiding copyrighted magazine elements appropriate to Rockwell's editorial constraints.
+- Declare **Face-Treatment Flag:** `oil-fat-over-lean`
+- Declare **Pose Flag:** `candid-motion`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance line:** Narrative illustration over aesthetic perfection.
+- **Mode Selector:** Magazine cover editorial illustration.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `2:3` (Saturday Evening Post cover format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background and recompose-entirely for magazine cover layout
+- **Spatial Allocation:** Subject placement in upper 60% with lower 40% potential masthead zone
+- **Background Treatment:** Environmental context supporting narrative without overwhelming figures
+- **Format Justification:** Vertical portrait optimized for newsstand visibility and editorial content integration
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** American Realism movement, Ashcan School mentorship (Robert Henri), Old Master genre painters (Pieter Bruegel), commercial illustration traditions
+- **Medium/Production method:** Oil on double-primed linen canvas, bristle brush application, impasto buildup with glazing techniques, raw sienna imprimatura base
+- **Thematic purpose:** Human-interest narrative illustration for mass-market family magazine audience
+- **5 hallmark motifs with quantified specifications:**
+  1. **Expressive Faces:** Genuine emotion through extensive model direction - 15-20 degree head tilt variations, authentic character casting over conventional beauty
+  2. **Character-Defining Hands:** Occupational/personality revealing hand positions - gnarled laborer hands vs. graceful feminine gestures, specific 45-degree finger articulations
+  3. **Authentic American Figures:** Sincere, homespun types - 0% glamour models, 100% neighbor/friend casting, Michelangelo classical proportions for heroic figures
+  4. **Meticulous Prop Detail:** Weather-beaten authentic objects - field-purchased farmer trousers, genuine period accessories, 3-5mm paint texture on fabric rendering
+  5. **Narrative Center Focus:** All gazes/gestures directing toward single story point - mathematical convergence within 15-degree cone angle
+- **Period framing:** 1940s-1950s peak Saturday Evening Post era, wartime/post-war American optimism
+- **Tone Tag:** Heartwarming, sincere, accessible American family values
+- **Production Era Authenticity:** Offset lithography reproduction requirements - visible halftone dot patterns, newsprint color limitations, magazine paper texture absorption
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Oil Paint Application:** Mixed technique combining opaque impasto (3-5mm thickness) with translucent glazing, fat-over-lean layering methodology, bristle brush texture preservation
+- **Surface Preparation:** Double-primed linen canvas or gessoed Masonite panel, warm raw sienna imprimatura wash, tempera-like luminous quality achievement
+- **Brush Technique:** Rubens long bristle flat brushes exclusively, 60-degree angle application for visible texture, explicit avoidance of sable brushes for non-slick finish
+- **Color Mixing Method:** Complete color studies on photographic layouts before final canvas, specific Winsor & Newton palette: French ultramarine blue, viridian, lemon yellow, cadmium yellow pale, yellow ochre, raw sienna, raw umber, burnt sienna, vermilion, cadmium red deep, Venetian red, zinc white, ivory black
+- **Detail Hierarchy Anchor:** Meticulous prop accuracy with subordinated background elements, clear center of interest establishment, narrative clarity over decorative perfection
+- **Pose Anchors:** Choreographed authentic action through model direction, specific verbal coaching documentation ("Toe in! Raise your elbow. Relax! Lean forward!"), extensive reference photography integration
+- **Scale Hierarchy Anchor:** Figure dominance 70-85% of picture plane, environmental context 40-60% supporting without overwhelming
+- **Material Authenticity Anchor:** Authentic oil painting surface characteristics with measurable impasto thickness and visible bristle marks - no digital simulation permitted
+- **Period Consistency Anchor:** All elements serve 1940s-1950s editorial illustration function with documented Saturday Evening Post production methods
+- **Canvas Adaptation Anchor:** Composition optimized for 2:3 magazine cover format with masthead integration consideration
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Period-accurate 1940s-1950s construction methods
+
+  - Adult feminine: House dresses, aprons, victory rolls, practical shoes, authentic fabric drape
+  - Adult masculine: Work clothes, suits, suspenders, period-appropriate casual wear
+  - Youth: Knickers, pinafores, school clothes, scout uniforms, authentic children's proportions
+
+- **Fabric behavior:** Authentic material physics - cotton house dress drape, wool suit weight, denim work wear stiffness, period fabric technology limitations
+
+- **Accessory caps:** Minimalist 1-2 maximum, authentic period objects with documented wear patterns
+
+- **Color palette:** Muted earth tone base with selective bright accent strategy - no modern synthetic colors, period dye technology accuracy
+
+- **Wardrobe variation required:** Cycle through period-appropriate class/occupation indicators - working class authenticity over middle-class sanitization
+
+- **Props:** 1 hero prop + 1 micro detail maximum, authentic period objects with actual wear/age characteristics
+
+- **Coherence filter:** All elements serve narrative function within Saturday Evening Post editorial guidelines; fallback = clean, family-appropriate scene
+
+- **YAML prop pools:**
+
+  ```yaml
+  hero_props: [lunch_counter_stool, voting_booth_lever, thanksgiving_turkey, artist_easel, military_duffel_bag]micro_props: [reading_glasses, fountain_pen, worn_newspaper, family_photograph, pocket_watch]authentic_wear: [weather_beaten_trousers, paint_splattered_apron, polished_military_boots, well_used_work_gloves]
+  ```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "fine art gallery presentation"
+  - "slick smooth sable brush finish", "abstract elements", "dramatic angular perspective"
+  - "glamour model casting", "conventional beauty standards", "commercial perfection"
+  - "pure landscape", "non-human subjects", "controversial political content"
+- **Canvas Positives (≥2):**
+  - "exactly 2:3 magazine cover format", "recomposed for Saturday Evening Post layout"
+  - "bristle brush texture visible", "3-5mm impasto paint thickness", "oil fat-over-lean technique"
+  - "sincere homespun character types", "authentic period costume accuracy", "narrative clarity over aesthetic perfection"
+  - "offset lithography halftone reproduction quality", "1940s-1950s editorial illustration standards"
+- **Vocabulary warnings:** Avoid "glamorous," "sophisticated," "stylized" for character descriptions. Avoid "abstract," "artistic," "avant-garde" for technical approach.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For 2:3 Magazine Cover:** Vertical emphasis with upper 60% figure dominance, lower 40% potential masthead zone, hierarchical staging for newsstand visibility
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Parallel perspective with straight-on theatrical viewpoint, intentionally avoiding sharp angular perspectives unless depicting intense action
+- **Grid/symmetry:** Classical composition principles with clear center of interest establishment
+- **Figure:ground ratio:** 70-85% figure dominance with 40-60% environmental context supporting narrative
+- **Density percentage:** High detail concentration in narrative focal areas with simplified background elements
+- **Lighting logic:** Natural daylight simulation appropriate to scene setting, no dramatic studio lighting effects
+- **Detail:negative space ratio:** Meticulous prop detail balanced with compositional clarity, never cluttered layouts
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Double-primed linen canvas or gessoed Masonite panel appropriate to 1940s-1950s commercial illustration standards
+- **Frame/Band Anchor:** Omit entirely - magazine cover format with potential masthead integration only
+- **Production Context Anchor:** Offset lithography reproduction substrate with characteristic halftone dot patterns and period printing limitations
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 magazine cover format with masthead consideration zones
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** Omit all text elements.
+- **Text Policy:** No mastheads, coverlines, or typography of any kind. Pure illustration only.
+- **Format-Specific Text Rules:**
+  - **Museum print mode:** Omit all text entirely including magazine mastheads and editorial elements
+  - **Gallery presentation:** Clean illustration without publication artifacts
+- **Signature Treatment:** Artist signature "Norman Rockwell" rendered in paint as integral part of illustration, typically lower right corner
+- **Historical accuracy:** Presentation as standalone illustration artwork separate from magazine publication context
+- **Production Method Integration:** Focus on oil painting authenticity without printing/publication overlay elements
+
+------
+
+## Evidence-Based Validation Requirements
+
+**Visual Evidence Compliance:**
+
+- Thematic cluster adherence: Americana/Civic, Family/Domestic, Coming of Age, Holiday/Seasonal, Working Life, Social Interaction
+- Technical marker verification: Oil on canvas, bristle brush texture, mixed technique application, authentic color palette
+- Anti-pattern avoidance: No slick finish, no abstract elements, no dramatic angles, no pure landscapes, no controversial content
+- Production context accuracy: Saturday Evening Post format, offset lithography reproduction quality, 1940s-1950s period consistency
+
+**Commercial Reality Check:**
+
+- Editorial constraint compliance over artistic vision preferences
+- Mass-market family audience appropriateness maintained
+- Narrative clarity prioritized over aesthetic sophistication
+- Period-appropriate social norms and values reflected
+
+This framework is based on forensic analysis of 18 authentic Rockwell works, emphasizing his role as commercial illustrator serving specific editorial and market functions rather than pursuing unified artistic vision.
diff --git a/styles/anime/kyoto_animation.md b/styles/anime/kyoto_animation.md
new file mode 100644
index 0000000..6a12de6
--- /dev/null
+++ b/styles/anime/kyoto_animation.md
@@ -0,0 +1,123 @@
+---
+id: kyoto_animation_moe
+group: Anime
+movement: Kyoto Animation Moe
+artist: Kyoto Animation
+display_name: Kyoto Animation - Moe Perfection
+style_scope: movement
+ratios:
+  - '2:3'
+  - '4:5'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  2:3 serves character posters, 4:5 fits modern portrait feeds, and 16:9
+  captures slice-of-life scenes.
+modes:
+  - Character portrait
+  - Slice-of-life
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: >-
+    Arrange friends in gentle arcs with props bridging interactions; keep eye
+    lines aligned.
+  identity_priority:
+    - eyes
+    - silhouette
+    - hairstyle
+about: >
+  Kyoto Animation pairs precise draftsmanship with soft lighting and heartfelt
+  staging. Complex iris gradients, breezy fabric physics, and polished
+  backgrounds deliver aspirational everyday life. MuseoMorph keeps that warmth
+  while enforcing modern modesty and avoiding direct references to KyoAni
+  franchises.
+hero_image: null
+---
+
+
+# Kyoto Animation Style - Moe Perfection
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 character portrait** or **16:9 slice-of-life** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Kyoto Animation's moe perfection** style for **exact format specification**." **Likeness (style-first):** Identity via distinctive silhouette/gentle gesture/expressive large eyes; integrate into ultra-refined cel animation medium emphasizing cuteness and emotional appeal. **Face-Treatment Flag:** `painterly-contour` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** KyoAni's moe aesthetic overrides realistic proportions, emphasizing youthful appeal and emotional expressiveness. **Gender respect:** Honor presented gender while maintaining KyoAni's signature character design philosophy of universal appeal. **IP guardrail:** Archetypes only; no direct references to K-On!, Haruhi, Violet Evergarden, or other KyoAni properties. **Mode Selector:** Choose [Character Portrait] or [Slice-of-Life Scene] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (character focus with moe appeal)
+- **16:9** (slice-of-life environmental storytelling)
+- **4:5** (Instagram-style character portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with gentle environmental expansion
+- **Spatial Allocation:** Subject positioned for maximum moe appeal (centered or rule-of-thirds with gentle offset)
+- **Background Treatment:** Extend detailed slice-of-life environments (schools, cafes, seasonal settings) with architectural precision
+- **Format Justification:** KyoAni's detailed background philosophy supports any ratio through environmental extension while maintaining character focus
+
+## 3) Style Context & Material Authenticity
+
+Kyoto Animation's meticulous approach (1981-present) perfected **"KyoAni face" moe aesthetics** through **gigantic expressive eyes** and **ultra-detailed character animation**. Production method emphasizes **full 24fps character movement** with **hand-drawn precision**, **in-house digital coloring** using **RETAS Paintman software**, and **cut-by-cut color adjustment** for optimal visual harmony. Purpose centers on **emotional slice-of-life storytelling** through **character micro-expressions** and **detailed environmental integration**. Hallmark motifs include **complex iris patterns with multiple highlights, soft fabric physics, detailed background architecture, seasonal lighting effects,** and **gentle comedy timing**. Period framing encompasses **contemporary Japanese settings** with **idealized daily life presentation** creating aspirational realism.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** Ultra-refined outer contours **0.5-1.0 pt** with perfect curves and soft angles; interior details **0.25-0.5 pt** emphasizing facial feature definition and fabric flow. **Consistent line weight hierarchy** with no dramatic variations. Minimal hatching **8-12 lines/inch** only for subtle texture work. **Color:** **High-saturation harmony** at **70-85% intensity** maintaining **temperature consistency** throughout composition. KyoAni signature approach: **complex iris coloring with gradient effects**, **skin tones with subtle pink undertones**, **clothing colors supporting character personality**. **Environmental color matching** with character palette for **unified composition**. **Texture:** **Smooth cel-shading** with **gentle gradient transitions**. **Hair rendering** with **individual strand attention** and **natural volume physics**. **Fabric texture simulation** showing **material weight** and **drape characteristics**. **Background detail integration** at **architectural precision level**. **Detail hierarchy:** **Eyes receive maximum detail** with **complex iris patterns, multiple highlights (2-4 per eye), subtle sclera shading**, **facial features refined to perfection**, **hair volume and movement physics**, clothing **fabric behavior accuracy**. **Material simulation:** **Digital cel production** with **perfect registration**. **Color bucket fills** with **slight texture grain 90-100 LPI**. **Soft lighting effects** with **realistic shadow casting** and **environmental light reflection**. **Canvas Adaptation Anchor:** Composition maintains KyoAni's detailed environmental integration within declared aspect ratio, extending slice-of-life settings naturally. **Renderer mapping hint:** Set stylization to 75-85%, chaos to 5-15%, CFG scale 8-10 for precision and harmony balance.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Cute-sophisticated silhouettes** with **A-line or fit-and-flare shapes**, hemlines **knee-length to mid-calf**, **modest necklines (crew, boat, Peter Pan collar)**, **three-quarter to full sleeves**, ornament scale **1-2** (cute accessories, hair clips, simple jewelry); hair & makeup scale **0-1** (natural with possible **subtle eye emphasis**); **comfortable cute shoes or school-appropriate footwear**.
+- **Adults (male-presenting):** **Clean, youthful tailoring** with **relaxed but neat fit**, **button-up shirts or casual sweaters**, **straight-leg casual pants**, **minimal formal elements**, **no harsh geometric styling**; jewelry **0-1** pieces (simple, understated); **casual-smart appearance**.
+- **Youth (girls/boys):** **School uniforms or age-appropriate casual wear**; **no revealing cuts whatsoever**; **emphasis on comfortable, cute styling**; **flat shoes or sneakers**; **no makeup beyond natural appearance**; **school/hobby-related props only**.
+- **Fabric behavior:** **Soft, natural drape** emphasizing **cotton, wool, and natural fiber textures**. **Gentle movement physics** showing **fabric weight and seasonal appropriateness**. **Minimal synthetic sheen** except for specific material accuracy.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [musical instrument, school bag, cute notebook, tea cup, small stuffed animal]
+  occasional: [camera, art supplies, cooking utensil, book, handheld game]
+  rare: [special hobby equipment, musical score, handmade craft]
+  micro: [hair clip, pencil, small snack, button badge, keychain charm]
+  exclusions:
+    - "no weapons or aggressive items"
+    - "no adult/mature themes"
+    - "no overly complex mechanical items"
+  dependencies:
+    - "school items require appropriate age context"
+    - "musical instruments must match character's implied skill level"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "source image dimensions", "harsh angular designs", "aggressive themes"; **NO overly mature styling**; **NO photorealistic rendering that eliminates anime charm**; **NO dark or gritty environmental elements**. **✅ Canvas Positives:** "exactly [declared ratio]", "slice-of-life environmental extension"; **Gentle, soft lighting** with **warm color temperatures**; **Detailed background environments** supporting daily life; **Complex eye rendering**; **Soft fabric physics**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Portrait:** Character-focused with detailed environmental context support
+- **For 16:9 Slice-of-Life:** Environmental storytelling with character naturally integrated
+- **For 4:5 Portrait:** Instagram-style character focus with gentle background blur
+
+**Staging:** Subjects positioned in **comfortable, relatable daily life scenarios** showing **natural interaction with environment**. **Camera/perspective:** **Eye-level to slightly low angles** maintaining **approachable, non-threatening viewpoints**. **Background density:** **Highly detailed** but **supporting character prominence**; **realistic environmental accuracy** with **idealized cleanliness and appeal**. **Surface Context Anchor:** High-quality cel animation surface appropriate to slice-of-life storytelling **Ratio Enforcement Anchor:** KyoAni's environmental detail philosophy extends naturally to fill declared ratio while maintaining character appeal.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to KyoAni animation style for static portraits; **omit all embedded text**. KyoAni focuses on **pure character expression** and **environmental storytelling**.
+
+------
+
diff --git a/styles/anime/madhouse.md b/styles/anime/madhouse.md
new file mode 100644
index 0000000..c6e49c5
--- /dev/null
+++ b/styles/anime/madhouse.md
@@ -0,0 +1,116 @@
+---
+id: madhouse_character_precision
+group: Anime
+movement: Madhouse Character Excellence
+artist: Madhouse
+display_name: Madhouse - Precision Animation Excellence
+style_scope: movement
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  2:3 fuels psychological studies, 3:4 suits portrait key art, and 16:9 keeps
+  cinematic scenes character-led.
+modes:
+  - Character excellence
+  - Psychological portrait
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: Keep supporting figures in soft focus so the lead owns the frame.
+  identity_priority:
+    - facial-planes
+    - gesture
+    - wardrobe
+about: >
+  Madhouse centers every cut on character nuance—mature proportions,
+  film-quality expressions, and supportive atmospherics. MuseoMorph mirrors that
+  craft while avoiding borrowed props and keeping ensembles modest.
+hero_image: null
+---
+
+
+# Madhouse Style - Precision Animation Excellence
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 character study** or **3:4 portrait focus** - ignore source image dimensions completely. **CRITICAL CHARACTER DOMINANCE:** Madhouse's character-focused excellence overrides ALL environmental storytelling and background dominance approaches. **COMPLETE CHARACTER PRECISION WITH ATMOSPHERIC SUPPORT REQUIRED.** **Redraw command:** "Transform subject into authentic **Madhouse character-focused animation** for **exact format specification** - NOT environmental integration or Production I.G-style background dominance." **Anti-Environmental-Dominance Priority:** **NO environmental storytelling that competes with character focus, architectural precision that overwhelms character presence, or background complexity that reduces character impact.** **Completely prioritize character excellence with supportive but simplified backgrounds.** **Face-Treatment Flag:** `painterly-contour` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `strict-reframe` **Animation Medium Enforcement:** **Subject must dominate composition as sophisticated anime character with film-quality detail, not environmental integration piece.** **Mode Selector:** Choose [Character Excellence] or [Psychological Portrait] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (character psychological study)
+- **3:4** (portrait excellence focus)
+- **16:9** (cinematic character scene - character still dominates)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with character dominance emphasis
+- **Spatial Allocation:** Subject positioned for maximum character impact (central prominence, psychological focus)
+- **Background Treatment:** Simplified atmospheric environments that support but never compete with character excellence
+- **Format Justification:** Madhouse's character-centric philosophy requires framing that emphasizes individual character sophistication and psychological depth over environmental storytelling
+
+## 3) Style Context & Material Authenticity
+
+Madhouse's legendary approach (1972-present) established **character-focused animation excellence** through **individual character sophistication** and **psychological depth presentation**. Production method emphasizes **character detail priority** with **film-quality facial animation**, **sophisticated character proportions**, **mature character design**, and **atmospheric backgrounds that support without competing**. Purpose centers on **character psychological exploration** through **individual excellence** and **sophisticated character presentation**. Hallmark motifs include **mature character proportions with realistic anime anatomy**, **sophisticated facial detail and expression work**, **psychological depth in character design**, **film-quality character animation potential**, **atmospheric environmental support**, and **character-centric composition dominance**. Period framing encompasses **character-driven narratives** with **sophisticated visual presentation** creating **animation as character art medium**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Character-focused precision weights** ranging **0.6-1.5 pt** for **character definition with sophisticated detail control**. **Environmental line work** at **0.3-0.8 pt** maintaining **supportive but simplified approach**. **Character facial features** receive **maximum line precision** with **psychological expression emphasis**. **Color:** **Character-centric palettes** at **70-85% saturation** with **sophisticated character color harmony** and **environmental color support**. **Character skin tones** with **realistic anime color ranges** and **sophisticated shading**. **Background colors** remain **atmospherically supportive** without **competing for attention**. **Texture:** **Character surface excellence** with **sophisticated anime texture work** and **film-quality character detail**. **Environmental texture** kept **atmospheric and supportive** rather than **architecturally precise**. **Character clothing** with **realistic fabric behavior** and **sophisticated material rendering**. **Detail hierarchy:** **Character faces receive maximum attention** with **sophisticated anime facial proportions**, **psychological expression complexity**, **mature character anatomy**, and **film-quality character detail**. **Backgrounds simplified** to **atmospheric support** maintaining **character visual dominance**. **Material simulation:** **Character-focused rendering** with **sophisticated anime character techniques** and **film-quality character surface work**. **Environmental elements** kept **atmospherically supportive** without **competing material complexity**. **Canvas Adaptation Anchor:** Character excellence maintains dominance within declared aspect ratio with atmospheric environmental support that never competes. **Renderer mapping hint:** Set stylization to 70-80%, chaos to 10-20%, CFG scale 9-12 for **character excellence** with **atmospheric support**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Sophisticated contemporary styling** with **mature fashion sensibility**, **realistic contemporary silhouettes** supporting **character personality expression**, ornament scale **1-2** (sophisticated accessories supporting character depth); hair & makeup scale **1-2** (mature styling with **character personality reflection**); **sophisticated footwear** appropriate to **character psychology**.
+- **Adults (male-presenting):** **Mature contemporary fashion** with **sophisticated tailoring** and **character personality expression**, **authentic contemporary styling** appropriate to **individual character depth**; accessories **0-2** pieces (psychologically meaningful, character-supporting); **sophisticated character aesthetic**.
+- **Youth (girls/boys):** **Age-appropriate contemporary wear** with **character personality expression** and **sophisticated but appropriate styling**; **character-appropriate footwear**; **styling supporting individual character development**.
+- **Fabric behavior:** **Sophisticated fabric physics** with **realistic contemporary material behavior** and **character personality support through clothing choices**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [character-meaningful object, personal item, lifestyle tool, psychological artifact, identity marker]
+  occasional: [specialized equipment, character hobby item, personal technology, meaningful accessory]
+  rare: [character-defining object, narrative significance item, personal treasure]
+  micro: [personal detail, character charm, psychological anchor, individual marker]
+  exclusions:
+    - "no environmental objects that compete with character focus"
+    - "no complex mechanical items that distract from character excellence"
+  dependencies:
+    - "all props must support character psychology and individual depth"
+    - "character authenticity and psychological relevance mandatory"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "environmental storytelling dominance", "architectural precision competing with character", "background complexity overwhelming character presence"; **NO Production I.G-style environmental integration**; **NO environmental detail that reduces character impact**; **NO background elements competing for visual attention**. **✅ Canvas Positives:** "exactly [declared ratio]", "character excellence dominance"; **Sophisticated character detail** with **psychological depth**; **Film-quality character animation potential**; **Mature character proportions** with **realistic anime anatomy**; **Atmospheric environmental support** that **enhances rather than competes**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Character:** Character psychological study with maximum character focus and atmospheric support
+- **For 3:4 Portrait:** Character excellence emphasis with sophisticated environmental context that supports
+- **For 16:9 Cinematic:** Character-dominated scene with environmental context supporting character presence
+
+**Staging:** Subjects positioned for **character excellence display** with **psychological depth emphasis** and **sophisticated character presentation**. **Background density:** **Atmospheric environmental support** that **enhances character presence** without **competing for attention** or **overwhelming character excellence**. **Surface Context Anchor:** Character-focused animation production surface appropriate to individual excellence **Ratio Enforcement Anchor:** Character excellence maintains dominance within declared ratio while atmospheric environments provide supportive context without competition.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Madhouse's character-focused animation approach; **omit all embedded text**. Madhouse emphasizes **character excellence** through **sophisticated individual presentation** and **psychological character depth**.
+
+---
diff --git a/styles/anime/makoto_shinkai.md b/styles/anime/makoto_shinkai.md
new file mode 100644
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--- /dev/null
+++ b/styles/anime/makoto_shinkai.md
@@ -0,0 +1,122 @@
+---
+id: makoto_shinkai_photopoetry
+group: Anime
+movement: Makoto Shinkai Environmental Poetry
+artist: Makoto Shinkai
+display_name: Makoto Shinkai - Photorealistic Poetry
+style_scope: single-artist
+ratios:
+  - '16:9'
+  - '2:3'
+  - '21:9'
+ratios_status: provisional
+ratios_notes: >
+  16:9 mirrors film frames, 2:3 balances character and environment, and 21:9
+  handles ultra-wide skies.
+modes:
+  - Environmental portrait
+  - Atmospheric scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: >-
+    Anchor the lead at a rule-of-thirds point while companions or props echo the
+    horizon line.
+  identity_priority:
+    - silhouette
+    - gesture
+    - lighting
+about: >
+  Makoto Shinkai paints luminous skies and hyper-detailed streets where light
+  meets emotion. Filmic lens flares, blue-orange palettes, and realistic weather
+  make every frame feel like a photograph touched by wonder. MuseoMorph keeps
+  that atmosphere while ensuring props and stories remain original and safe.
+hero_image: null
+---
+
+
+# Makoto Shinkai Style - Photorealistic Poetry
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **16:9 environmental panorama** or **2:3 character-environment** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Makoto Shinkai's photorealistic poetry** style for **exact format specification**." **Likeness (style-first):** Identity via **realistic silhouette/natural gesture/subtle expression**; integrate into **photorealistic background** with **anime character** hybrid medium emphasizing **environmental storytelling**. **Face-Treatment Flag:** `diffusion-soft` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Shinkai's photorealistic environmental approach overrides conventional anime backgrounds while maintaining **subtle anime character stylization**. **Gender respect:** Honor presented gender while maintaining Shinkai's **realistic human proportions** and **natural character design**. **IP guardrail:** Archetypes only; no direct references to Your Name, Weathering With You, 5 Centimeters per Second, or other Shinkai properties. **Mode Selector:** Choose [Environmental Portrait] or [Atmospheric Scene] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **16:9** (environmental storytelling emphasis)
+- **2:3** (character-environment integration)
+- **21:9** (ultra-wide atmospheric panorama)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with photorealistic environmental expansion
+- **Spatial Allocation:** Subject positioned within vast environmental context (environmental dominance with character integration)
+- **Background Treatment:** Extend 4K-8K photorealistic environments (skies, urban landscapes, natural settings) with atmospheric depth
+- **Format Justification:** Shinkai's environmental poetry philosophy supports wide formats for atmospheric storytelling while maintaining character connection to setting
+
+## 3) Style Context & Material Authenticity
+
+Makoto Shinkai's distinctive approach (1996-present) combines **photorealistic backgrounds** with **subtle anime character integration** through **meticulous environmental detail** and **atmospheric lighting mastery**. Production method emphasizes **4K-8K background resolution** later downsampled, using **photo referencing** with **heavy digital painting overlay** and **custom brush creation** from **desaturated, inverted photographs**. Purpose focuses on **environmental storytelling** through **atmospheric mood** and **natural light behavior**. Hallmark motifs include **signature lens flares, blue-orange color contrasts, atmospheric glow effects, detailed cloud rendering,** and **natural light simulation following realistic physics**. Period framing encompasses **contemporary Japanese settings** with **idealized natural beauty** creating **aspirational environmental realism**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Minimal character outlining** at **0.3-0.7 pt** with **soft, organic curves** following **natural form**; **environmental elements** use **photorealistic edge definition** without **hard line work**. **Character integration** through **subtle outline work** that **doesn't break environmental realism**. **Color:** **Blue-orange dominated palette** at **70-80% saturation** with **signature color combinations**: **atmospheric blues (#6e7f80, #304451, #708090)**, **warm sunset oranges (#ff8c42, #ffa726)**, **natural skin tones** with **subtle pink undertones**. **Environmental color temperature shifts** following **realistic atmospheric perspective**. **Texture:** **Photorealistic background rendering** with **atmospheric glow effects** using **15-30% opacity layers** and **soft round brush techniques**. **Natural light simulation** with **rim lighting on clouds** and **color temperature gradients**. **Character skin** with **subtle realistic texture** avoiding **anime flatness**. **Detail hierarchy:** **Environmental backgrounds** receive **maximum photorealistic detail**, **character faces** with **realistic proportions** but **slightly enlarged eyes**, **clothing** with **realistic fabric behavior** and **environmental light reflection**. **Material simulation:** **4K-8K background detail** with **digital painting overlay**. **Screen blending modes** for **additive glow effects** along **horizons and light sources**. **Atmospheric perspective** through **color temperature shifts** and **detail reduction** with **distance**. **Canvas Adaptation Anchor:** Environmental photorealism extends seamlessly within declared aspect ratio, with character naturally integrated into atmospheric storytelling. **Renderer mapping hint:** Set stylization to 60-75%, chaos to 10-20%, CFG scale 8-11 for **realistic-anime balance**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Contemporary Japanese fashion** with **realistic proportions**, **practical hemlines** for **daily activities**, **natural necklines** without **anime exaggeration**, **seasonal appropriateness**, ornament scale **0-2** (realistic accessories, natural jewelry); hair & makeup scale **0-1** (natural, realistic styling); **practical footwear** appropriate to **environmental setting**.
+- **Adults (male-presenting):** **Contemporary casual** or **business casual** wear with **realistic fit**, **seasonal appropriateness**, **minimal formal elements** unless **environmentally justified**; jewelry **0-1** pieces (realistic, understated); **natural styling** throughout.
+- **Youth (girls/boys):** **School uniforms** or **age-appropriate casual wear** with **realistic proportions**; **no stylized anime elements**; **practical footwear**; **no makeup**; **age-appropriate environmental interaction**.
+- **Fabric behavior:** **Realistic drape physics** following **actual material properties**. **Environmental interaction** showing **wind effects**, **weather influence**, and **realistic wear patterns**. **Natural material textures** with **photorealistic rendering**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [smartphone, shoulder bag, umbrella, bicycle, camera, book]
+  occasional: [musical instrument, art supplies, sports equipment, travel gear]
+  rare: [professional equipment, specialized hobby gear]
+  micro: [keychain, small accessory, personal item, seasonal object]
+  exclusions:
+    - "no fantasy or supernatural items"
+    - "no anime-specific objects"
+    - "no unrealistic proportions"
+  dependencies:
+    - "all props must match realistic contemporary Japanese life"
+    - "seasonal items require appropriate environmental context"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "original aspect ratio", "conventional anime exaggerations", "fantasy elements"; **NO unrealistic hair or eye colors**; **NO anime-specific clothing styles**; **NO hard cel-shading that breaks environmental realism**. **✅ Canvas Positives:** "exactly [declared ratio]", "photorealistic environmental integration"; **Natural atmospheric lighting** with **identifiable sources**; **Realistic human proportions**; **Natural color harmony**; **Atmospheric depth effects**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 16:9 Environmental:** Maximum environmental storytelling with character naturally integrated
+- **For 2:3 Character-Environment:** Balanced character-environment relationship with atmospheric context
+- **For 21:9 Ultra-wide:** Panoramic atmospheric storytelling with vast environmental scope
+
+**Staging:** Subjects positioned within **highly detailed photorealistic environments** showing **natural interaction** with **atmospheric conditions**. **Camera/perspective:** **Natural eye-level perspectives** with **slight environmental drama** through **atmospheric effects**. **Background density:** **Maximum photorealistic detail** with **atmospheric perspective** and **environmental storytelling priority**. **Surface Context Anchor:** Photorealistic digital painting surface appropriate to environmental poetry **Ratio Enforcement Anchor:** Environmental storytelling extends naturally within declared ratio while maintaining character-environment connection.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Shinkai's cinematic approach for static images; **omit all embedded text**. Shinkai emphasizes **pure visual environmental storytelling**.
+
+------
+
diff --git a/styles/anime/mappa.md b/styles/anime/mappa.md
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--- /dev/null
+++ b/styles/anime/mappa.md
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+---
+id: mappa_modern_cinema
+group: Anime
+movement: MAPPA Modern Cinematic
+artist: MAPPA
+display_name: MAPPA - Modern Cinematic Animation
+style_scope: movement
+ratios:
+  - '16:9'
+  - '2:3'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  16:9 matches MAPPA's widescreen staging, 2:3 handles contemporary character
+  focus, and 3:4 suits portrait campaigns.
+modes:
+  - Modern portrait
+  - Cinematic scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: Stage supporting cast in cinematic thirds so the lead remains dominant.
+  identity_priority:
+    - gesture
+    - lighting
+    - silhouette
+about: >
+  MAPPA pushes sharp digital linework, saturated modern palettes, and film-style
+  framing. MuseoMorph echoes that contemporary energy while keeping props
+  original and wardrobe grounded.
+hero_image: null
+---
+
+
+# MAPPA Style - Modern Cinematic Animation
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **16:9 modern cinematic** or **2:3 contemporary portrait** - ignore source image dimensions completely. **CRITICAL MODERN ANIMATION DOMINANCE:** MAPPA's modern cinematic animation overrides ALL digital illustration, over-rendered art, and realistic painting approaches. **COMPLETE MODERN CEL ANIMATION WITH SHARP DIGITAL PRECISION REQUIRED.** **Redraw command:** "Transform subject into authentic **MAPPA modern cinematic animation** for **exact format specification** - NOT digital illustration, realistic rendering, or over-polished art." **Anti-Digital-Illustration Priority:** **NO digital painting smoothness, over-rendered surfaces, or realistic illustration techniques that break animation aesthetic.** **Completely redraw using modern cel animation medium with sharp digital coloring and clean line work.** **Face-Treatment Flag:** `anime-precision` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `strict-reframe` **Animation Medium Enforcement:** **Subject must look like modern cel animation character with sharp digital precision, not digital art or illustration.** **Mode Selector:** Choose [Modern Portrait] or [Cinematic Scene] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **16:9** (modern cinematic standard)
+- **2:3** (contemporary character focus)
+- **3:4** (modern portrait emphasis)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with modern cinematic language
+- **Spatial Allocation:** Subject positioned using contemporary film techniques (character prominence with cinematic support)
+- **Background Treatment:** Clean, modern backgrounds that support character without competing for attention
+- **Format Justification:** MAPPA's modern approach requires cinematic framing that emphasizes contemporary character excellence with sophisticated but supportive environments
+
+## 3) Style Context & Material Authenticity
+
+MAPPA's innovative approach (2011-present) represents **modern anime evolution** through **contemporary cinematic animation** and **sharp digital production excellence**. Production method emphasizes **clean modern cel animation** with **sharp digital coloring**, **contemporary character proportions**, **modern lighting design**, and **cinematic visual language**. Purpose focuses on **modern storytelling** through **contemporary animation techniques** and **cinematic character presentation**. Hallmark motifs include **sharp, clean line work**, **modern digital color precision**, **contemporary character proportions**, **cinematic framing techniques**, **sophisticated modern lighting**, and **clean animation aesthetics**. Period framing encompasses **contemporary settings** with **modern animation production values** creating **next-generation anime aesthetics**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Sharp modern animation weights** at **0.8-1.5 pt** with **clean digital precision** and **contemporary line quality**. **No over-rendering or illustration techniques** - maintain **sharp cel animation aesthetic**. **Character facial features** with **modern anime precision** and **clean geometric definition**. **Color:** **Modern digital palettes** at **80-90% saturation** with **sharp color separation** and **contemporary digital color grading**. **Clean color fills** with **modern anime color harmony**. **Sharp color boundaries** without **digital painting blending** or **over-rendered gradients**. **Texture:** **Clean modern cel animation surface** with **sharp digital precision** and **contemporary animation texture work**. **NO digital illustration textures or over-rendered surface effects**. **Modern fabric rendering** with **clean animation fold patterns**. **Detail hierarchy:** **Contemporary anime facial proportions** with **sharp feature definition** and **modern character design precision**. **Clean background rendering** that **supports without competing**. **Modern animation detail distribution** prioritizing **character excellence**. **Material simulation:** **Modern digital cel animation production** with **sharp color registration** and **clean animation techniques**. **Contemporary lighting models** within **animation framework** - **NO realistic material simulation that breaks animation aesthetic**. **Canvas Adaptation Anchor:** Modern animation composition optimized for declared aspect ratio with contemporary cinematic character focus. **Renderer mapping hint:** Set stylization to 80-90%, chaos to 5-15%, CFG scale 11-15 for **modern animation precision** with **sharp digital clarity**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Contemporary fashion** with **modern styling trends** and **clean animation rendering**, **current silhouettes** with **sharp digital color application**, ornament scale **1-2** (modern accessories, contemporary items); hair & makeup scale **1-2** (contemporary styling with **clean animation application**); **modern footwear** rendered in **sharp animation style**.
+- **Adults (male-presenting):** **Contemporary masculine fashion** with **modern tailoring** and **clean animation rendering**, **current styling** appropriate to **modern character design**; accessories **0-2** pieces (contemporary, animation-appropriate); **modern urban aesthetic** within **clean animation medium**.
+- **Youth (girls/boys):** **Contemporary youth fashion** with **modern styling** and **clean animation color application**; **modern footwear** rendered in **animation style**.
+- **Fabric behavior:** **Modern animation fabric logic** with **clean fold patterns** and **contemporary material rendering** within **animation framework**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [smartphone, modern headphones, contemporary bag, current technology, modern lifestyle item]
+  occasional: [modern professional equipment, current hobby gear, contemporary tool, modern device]
+  rare: [cutting-edge technology, modern specialized equipment, contemporary professional tool]
+  micro: [modern accessory, current small tech, contemporary personal item, modern detail]
+  exclusions:
+    - "no over-rendered objects that break animation aesthetic"
+    - "no realistic illustration elements inappropriate to animation medium"
+  dependencies:
+    - "all props must be rendered in clean modern animation style"
+    - "contemporary technological accuracy required within animation framework"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "digital illustration smoothness", "over-rendered surfaces", "realistic painting techniques"; **NO digital art over-polish that breaks animation aesthetic**; **NO environmental detail overwhelming character presence**; **NO illustration techniques inappropriate to modern animation**. **✅ Canvas Positives:** "exactly [declared ratio]", "modern cinematic animation"; **Sharp digital animation precision** with **clean color separation**; **Contemporary character excellence** with **modern animation proportions**; **Cinematic composition techniques** within **animation framework**; **Clean modern backgrounds** that **support character prominence**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 16:9 Cinematic:** Modern cinematic framing with contemporary character prominence and clean background support
+- **For 2:3 Contemporary:** Character focus with modern animation precision and clean environmental context
+- **For 3:4 Modern:** Portrait emphasis with MAPPA's contemporary animation excellence
+
+**Staging:** Subjects positioned using **modern cinematic techniques** showing **contemporary character presentation** within **clean, sophisticated environments**. **Background density:** **Clean modern environments** that **enhance character presence** without **competing for attention** or **overwhelming character excellence**. **Surface Context Anchor:** Modern digital animation production surface appropriate to contemporary storytelling **Ratio Enforcement Anchor:** Modern animation excellence maintains character focus within declared ratio while clean environments provide sophisticated support without competition.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to MAPPA's cinematic animation approach; **omit all embedded text**. MAPPA emphasizes **modern visual storytelling** through **contemporary animation techniques** and **cinematic character presentation**.
+
+---
diff --git a/styles/anime/masaaki_yuasa.md b/styles/anime/masaaki_yuasa.md
new file mode 100644
index 0000000..501d9e3
--- /dev/null
+++ b/styles/anime/masaaki_yuasa.md
@@ -0,0 +1,114 @@
+---
+id: masaaki_yuasa_experimental
+group: Anime
+movement: Experimental Auteur Animation
+artist: Masaaki Yuasa
+display_name: Masaaki Yuasa - Experimental Fluidity
+style_scope: single-artist
+ratios:
+  - '16:9'
+  - '3:4'
+  - '1:1'
+ratios_status: provisional
+ratios_notes: >
+  16:9 supports filmic sequences, 3:4 keeps illustrated covers, and 1:1
+  celebrates Yuasa's gallery-like stills.
+modes:
+  - Experimental portrait
+  - Fluid scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: >-
+    Let bodies stretch and morph around a central flow line; keep silhouettes
+    readable.
+  identity_priority:
+    - gesture
+    - color-psychology
+    - silhouette
+about: >
+  Masaaki Yuasa rejects rigid model sheets in favor of elastic anatomy, surreal
+  metaphors, and bold color psychology. Shapes melt, palettes shift with
+  emotion, and backgrounds breathe. MuseoMorph treats the style as joyful
+  experimentation while guarding against explicit shock or unsettling body
+  horror.
+hero_image: null
+---
+
+
+# Masaaki Yuasa Style - Experimental Fluidity
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **16:9 experimental format** or **1:1 artistic square** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Masaaki Yuasa's experimental fluid animation** style for **exact format specification**." **Face-Treatment Flag:** `organic-flowing` **Pose Flag:** `gestural-fluid` **Canvas Control Flag:** `format-native` **Mode Selector:** Choose [Experimental Portrait] or [Fluid Scene] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **16:9** (cinematic experimental)
+- **1:1** (artistic square composition)
+- **3:4** (traditional with experimental treatment)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** format-native with experimental boundary breaking
+- **Spatial Allocation:** Subject positioned with asymmetrical experimental emphasis
+- **Background Treatment:** Flowing abstract elements that breathe and move organically
+- **Format Justification:** Yuasa's experimental approach adapts fluidly to any canvas while maintaining organic authenticity
+
+## 3) Style Context & Material Authenticity
+
+Masaaki Yuasa's revolutionary approach (1992-present) breaks **conventional animation boundaries** through **fluid organic movement**, **experimental color psychology**, and **reality-bending visual metaphors**. Production method emphasizes **hand-drawn experimental techniques** with **digital color experimentation**, **morphing character proportions**, and **psychological color coding**. Hallmark motifs include **fluid character deformation**, **experimental color temperature shifts**, **organic background breathing**, **reality-metaphor visual integration**, and **psychological landscape rendering**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Organic experimental weights** ranging **0.3-3.0 pt** with **fluid variation** based on **emotional intensity** and **scene psychology**. **Hand-drawn experimental quality** with **intentional imperfection** and **organic flow variation**. **Color:** **Experimental psychological palettes** with **unexpected color relationships** and **emotional temperature shifts**. **Reality-bending color coding** reflecting **character psychological states**. **Canvas Adaptation Anchor:** Experimental composition that organically adapts to any ratio while maintaining Yuasa's fluid authenticity.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Experimental clothing** that **flows and morphs** with **character emotion** and **scene psychology**
+- **Organic fabric behavior** showing **reality-bending physics** and **emotional responsiveness**
+- **Color choices** reflecting **psychological states** rather than **realistic fashion**
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [fluid object, morphing tool, emotional artifact, reality anchor, experimental item]
+  occasional: [psychological symbol, fluid technology, organic device]
+  rare: [reality-bending object, experimental artifact]
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "conventional proportions", "static composition", "realistic physics"; **NO conventional anime limitations**; **NO static environmental elements**. **✅ Canvas Positives:** "exactly [declared ratio]", "experimental organic flow"; **Fluid character deformation**; **Experimental color psychology**; **Reality-bending visual integration**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 16:9:** Cinematic experimental flow with organic boundary integration
+- **For 1:1:** Radial experimental composition with central psychological focus
+- **For 3:4:** Traditional format with experimental organic treatment
+
+**Staging:** Subjects positioned within **experimental organic flow** showing **psychological authenticity** through **visual metaphor integration**.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Yuasa's experimental visual approach; **omit all embedded text**. Yuasa emphasizes **pure experimental visual storytelling**.
+
+------
+
diff --git a/styles/anime/masashi_kishimoto.md b/styles/anime/masashi_kishimoto.md
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--- /dev/null
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+---
+id: masashi_kishimoto_shonen
+group: Anime
+movement: Weekly Shonen Jump Action
+artist: Masashi Kishimoto
+display_name: Masashi Kishimoto - Dynamic Shonen Energy
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  2:3 covers echo Jump posters, 3:4 favors hero portraits, and 16:9 locks in the
+  anime action cut.
+modes:
+  - Action portrait
+  - Power-up scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: >-
+    Stack rivals diagonally with power auras weaving between them; keep focal
+    hero forward.
+  identity_priority:
+    - silhouette
+    - hairstyle
+    - eye-shape
+about: >
+  Weekly Shonen Jump battle art thrives on bold line work, kinetic poses, and
+  emotional stakes. Masashi Kishimoto's Naruto-era approach pairs confident inks
+  with chakra-charged color and symbolic auras. MuseoMorph channels that
+  intensity while keeping violence stylized and wardrobe functional.
+hero_image: null
+---
+
+
+# Naruto/Shonen Style - Dynamic Energy
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 poster format** or **3:4 portrait** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Naruto/Weekly Shonen Jump** battle manga animation style for **exact format specification**." **Face-Treatment Flag:** `poster-ink` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Mode Selector:** Choose [Action Portrait] or [Power-Up Scene] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (manga cover/poster format)
+- **3:4** (character portrait)
+- **16:9** (action sequence)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with dynamic action emphasis
+- **Spatial Allocation:** Subject positioned for maximum heroic impact (lower-third for title space in poster mode)
+- **Background Treatment:** Simplified energy backgrounds, speed lines extending to canvas edges
+- **Format Justification:** Shonen manga cover traditions require vertical emphasis for dynamic character presentation
+
+## 3) Style Context & Material Authenticity
+
+Weekly Shonen Jump's influential aesthetic (1968-present) emphasizes **bold character designs** supporting **dynamic action sequences** and **emotional intensity**. Production method combines **hand-drawn key animation** with **digital coloring and compositing**, maintaining manga's high-contrast line art translated to motion. Hallmark motifs include **gravity-defying hair designs, oversized eyes expressing determination, speed lines and impact frames, transformation sequences,** and **symbolic power auras**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** Bold outer contours **2.5-3.5 pt** with confident, angular strokes; interior details **0.8-1.5 pt** emphasizing feature definition. Sharp, geometric accent lines for impact moments. **Color:** High-saturation palette at **90-95% intensity** with maximum brightness reserved for power/emotional moments. Shonen signature colors: determination orange (#ff6b35), power blue (#4169e1), energy yellow (#ffd700). **Canvas Adaptation Anchor:** Dynamic composition optimized for declared aspect ratio with speed lines and energy effects extending to canvas boundaries.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** Practical combat wear or modified traditional garments, hemlines practical for movement, fitted but non-revealing tops with mesh/armor accents, functional accessories.
+- **Adults (male-presenting):** Combat-ready clothing with layered complexity, high-collar jackets or open vests, cargo pants or wrapped leg gear, asymmetrical design elements.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [kunai knife, shuriken, scroll, headband, training weight]
+  occasional: [chakra-infused weapon, summoning contract, soldier pill]
+  rare: [legendary artifact, special clan weapon, tailed beast item]
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "original framing", "passive expressions", "modern civilian clothing"; **NO photorealistic rendering**; **NO melancholy expressions**. **✅ Canvas Positives:** "exactly [declared ratio]", "dynamic action composition"; **Bold color contrasts**; **Sharp shadow definition**; **Energetic hair movement**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Poster:** Vertical action emphasis with title space consideration
+- **For 3:4 Portrait:** Character dominance with simplified energy background
+- **For 16:9 Action:** Horizontal dynamic movement with environmental context
+
+**Staging:** Subjects positioned in **dynamic action poses** showing readiness for challenge. **Background density:** Simplified to support character prominence with motion blur effects.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not typically authentic** to anime portraits; **omit embedded text** unless creating manga-style panel.
+
+------
+
diff --git a/styles/anime/osamu_dezaki.md b/styles/anime/osamu_dezaki.md
new file mode 100644
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--- /dev/null
+++ b/styles/anime/osamu_dezaki.md
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+---
+id: osamu_dezaki_postcard
+group: Anime
+movement: Postcard Memory Expressionism
+artist: Osamu Dezaki
+display_name: Osamu Dezaki - Dramatic Postcard Memory
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  2:3 captures tome-e portrait stills, 3:4 covers dramatic illustrations, and
+  16:9 supports cinematic postcard memories.
+modes:
+  - Dramatic portrait
+  - Postcard memory
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: >-
+    Pair leads in layered depth with architectural shadows separating their
+    silhouettes.
+  identity_priority:
+    - facial-planes
+    - gesture
+    - lighting
+about: >
+  Osamu Dezaki pioneered the postcard memory technique, freezing animation into
+  painterly stills drenched in chiaroscuro. Dutch angles, glass-rose symbolism,
+  and dramatic lighting turn every frame into a psychological tableau.
+  MuseoMorph honors that theatrical mood while keeping wardrobes modest and
+  stories original.
+hero_image: null
+---
+
+
+# Osamu Dezaki Style - Dramatic Expressionism
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 dramatic portrait** or **16:9 cinematic postcard** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Osamu Dezaki's dramatic postcard memory** style for **exact format specification**." **Likeness (style-first):** Identity via silhouette/intense emotional gesture/dramatic expression; integrate into painted-cel hybrid medium emphasizing psychological depth. **Face-Treatment Flag:** `painterly-contour` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Dezaki's theatrical expressionism overrides naturalistic proportions, emphasizing emotional impact through visual drama. **Gender respect:** Honor presented gender while maintaining Dezaki's mature, psychologically complex character designs. **IP guardrail:** Archetypes only; no direct references to Ashita no Joe, Space Cobra, or other Dezaki properties. **Mode Selector:** Choose [Dramatic Portrait] or [Postcard Memory] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (dramatic portrait emphasis)
+- **16:9** (cinematic postcard memory)
+- **3:4** (traditional dramatic composition)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with dramatic atmospheric expansion
+- **Spatial Allocation:** Subject positioned using dramatic lighting angles (off-center, chiaroscuro emphasis)
+- **Background Treatment:** Extend architectural shadows and atmospheric effects to fill dramatic canvas space
+- **Format Justification:** Dezaki's postcard memory technique adapts to any ratio through atmospheric extension and dramatic lighting
+
+## 3) Style Context & Material Authenticity
+
+Osamu Dezaki's revolutionary approach (1963-2011) pioneered **"postcard memories" (tome-e)** technique, creating **pastel freeze-frames** lasting several seconds, transitioning from traditional cel animation to **detailed painted still images**. Production method emphasizes **dramatic camera work** with **Dutch angle compositions**, **multilayer scrolling backgrounds**, and **8fps limited animation** compensated by artistic still compositions. Purpose focuses on **psychological character exploration** through **visual metaphor** and **emotional symbolism**. Hallmark motifs include **dramatic chiaroscuro lighting, glass rose symbolism, split-screen internal monologues, architectural shadows,** and **atmospheric perspective shifts**. Period framing encompasses **adult-oriented drama** with **film noir influences** creating sophisticated visual storytelling.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** Variable dramatic weights ranging **0.5-2.0 pt** based on lighting conditions and emotional intensity; interior details **0.3-0.8 pt** following form-defining shadows. **Angular, geometric accent lines** for dramatic emphasis. Selective **cross-hatching 18-28 lines/inch** for shadow work and psychological texture. **Color:** **Controlled palette** transitioning between **muted dramatic tones (40-60% saturation)** and **intense emotional peaks (80-95% saturation)**. Dezaki signature techniques: **warm/cool temperature contrasts**, **spotlight isolation effects**, **gradient washes** for atmospheric depth. **Postcard memory mode:** **desaturated pastels (30-50% saturation)** with **gouache-like opacity**. **Texture:** **Painterly surface treatment** with **visible brush stroke simulation**. **Atmospheric stippling 1-3 px** for mood establishment. **Glass and reflection effects** with **specular highlights** and **environmental reflections**. **Detail hierarchy:** **Bone structure and facial planes** receive maximum attention, **hands as emotional expression tools**, clothing simplified to **dramatic silhouette elements**, backgrounds **impressionistic but architecturally sound**. **Material simulation:** **Traditional-digital hybrid** with **painted overlay effects**. **Selective focus depth** with **±2-4 px blur gradients**. **Film grain texture 0.5-1%** for cinematic quality. **Canvas Adaptation Anchor:** Dramatic composition extends atmospheric elements seamlessly within declared aspect ratio, emphasizing emotional storytelling. **Renderer mapping hint:** Set stylization to 70-85%, chaos to 20-35%, CFG scale 8-11 for dramatic contrast balance.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** Sophisticated silhouettes with **dramatic collar/neckline elements**, hemlines varying for **visual flow and wind effects**, fitted sleeves showing **arm gesture definition**, ornament scale **1-3** (statement jewelry, scarves, artistic accessories); hair & makeup scale **1-2** (defined but not theatrical); **elegant heels or sophisticated flats**.
+- **Adults (male-presenting):** **Structured tailoring** with **strong shoulder lines**, **high-contrast collar treatments**, **fitted but not restrictive cuts**, **dramatic coat/jacket elements**; jewelry **1-2** pieces (significant accessories, watches); **formal or artistic styling preferred**.
+- **Youth (girls/boys):** **Age-appropriate formal wear** with **clean lines**; **no adult sophistication mimicry**; **practical footwear**; **minimal makeup**; **props supporting character development themes**.
+- **Fabric behavior:** **Natural drape** with **attention to wind and movement effects**. **Realistic fabric physics** supporting **dramatic gesture emphasis**. **Texture variety** from smooth to roughly woven.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [glass rose, cigarette case, pocket watch, leather-bound book, wine glass]
+  occasional: [vintage camera, classical instrument, art brush, chess piece]
+  rare: [symbolic artifact, family heirloom, artistic masterpiece]
+  micro: [match, coin, letter, small photograph]
+  exclusions:
+    - "no cute or childish items"
+    - "no modern casual technology"
+  dependencies:
+    - "symbolic items require thematic relevance to character psychology"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "original aspect ratio", "conventional anime proportions", "bright cheerful colors"; **NO cute or moe aesthetic elements**; **NO casual contemporary clothing**; **NO simplified rendering during emotional peaks**. **✅ Canvas Positives:** "exactly [declared ratio]", "dramatic atmospheric extension"; **Strong directional lighting** with **dramatic shadow play**; **Architectural backgrounds** supporting psychological mood; **Mature character proportions**; **Sophisticated color temperature control**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Portrait:** Dramatic vertical emphasis with chiaroscuro lighting, subject positioned for maximum emotional impact
+- **For 16:9 Cinematic:** Postcard memory treatment with atmospheric depth and architectural context
+- **For 3:4 Traditional:** Classic dramatic composition with psychological architectural support
+
+**Staging:** Subjects positioned within **dramatic lighting scenarios** emphasizing **psychological state through environmental interaction**. **Camera/perspective:** **Dutch angles 15-45 degrees** for psychological tension; **low angles for character empowerment**; **high angles for vulnerability or contemplation**. **Background density:** **Architecturally detailed** but **atmospherically simplified** to support character psychology. **Surface Context Anchor:** Painted cel animation surface appropriate to dramatic artistic expression **Ratio Enforcement Anchor:** Dramatic atmospheric elements extend naturally to fill declared ratio while maintaining psychological focus.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Dezaki's cinematic approach for static portraits; **omit all embedded text**. Dezaki's technique relies on **pure visual storytelling** and **atmospheric composition**.
+
+------
+
diff --git a/styles/anime/production_ig.md b/styles/anime/production_ig.md
new file mode 100644
index 0000000..3a0952a
--- /dev/null
+++ b/styles/anime/production_ig.md
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+---
+id: production_ig_cyberpunk
+group: Anime
+movement: Production I.G Cel Integration
+artist: Production I.G
+display_name: Production I.G - Cyberpunk Precision
+style_scope: movement
+ratios:
+  - '16:9'
+  - '2:3'
+  - '21:9'
+ratios_status: provisional
+ratios_notes: >
+  16:9 supports filmic environmental shots, 2:3 balances character and
+  architecture, and 21:9 handles ultra-wide cityscapes.
+modes:
+  - Environmental integration
+  - Architectural scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: >-
+    Embed figures within architectural lines so no one floats off the ground
+    plane.
+  identity_priority:
+    - silhouette
+    - spatial-integration
+    - lighting
+about: >
+  Production I.G perfected cyberpunk cel animation where characters and
+  architecture breathe together. Clean outlines, flat colour fills, and
+  multi-plane depth keep the world cohesive. MuseoMorph honors that precision
+  while insisting on original iconography and modern safety.
+hero_image: null
+---
+
+
+# Production I.G Style - Cyberpunk Precision
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **16:9 environmental integration** or **2:3 character-environment** - ignore source image dimensions completely. **CRITICAL CEL ANIMATION DOMINANCE:** Production I.G's 2D cel animation with environmental integration overrides ALL digital painting, 3D rendering, and photorealistic approaches. **COMPLETE 2D CEL ANIMATION WITH ARCHITECTURAL PRECISION REQUIRED.** **Redraw command:** "Transform subject into authentic **Production I.G 2D cel animation character** for **exact format specification** - NOT digital painting, 3D rendering, or photorealistic illustration." **Anti-Digital-Painting Priority:** **NO digital painting smoothness, 3D rendered lighting, or photorealistic surface effects.** **Completely redraw using 2D cel animation medium with flat color fills and clean line work.** Identity through **character-environment integration and spatial awareness only, NOT photographic accuracy.** **Face-Treatment Flag:** `anime-precision` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `format-native` **Animation Medium Enforcement:** **Subject must look like 2D cel animation character naturally embedded in architectural environment, not digital art or 3D render.** **Mode Selector:** Choose [Environmental Integration] or [Architectural Scene] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **16:9** (environmental integration emphasis)
+- **2:3** (character-environment unity)
+- **21:9** (ultra-wide architectural cityscape)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** format-native with character-environment unity emphasis
+- **Spatial Allocation:** Subject naturally embedded within architectural environments (no figure/background separation)
+- **Background Treatment:** Multi-plane cel animation backgrounds with architectural precision and flat color layering
+- **Format Justification:** Production I.G's character-environment philosophy requires seamless integration where character feels naturally part of the animated world
+
+## 3) Style Context & Material Authenticity
+
+Production I.G's influential approach (1987-present) pioneered **2D cel animation with architectural environmental integration** through **character-background unity** and **multi-plane animation techniques**. Production method emphasizes **traditional cel animation line work** with **flat color fills**, **architectural background research** with **photographic location reference translated to animation**, and **character-environment interaction** where figures naturally inhabit their animated spaces. Purpose focuses on **cyberpunk storytelling** through **environmental narrative** and **character spatial integration**. Hallmark motifs include **clean cel animation outlines**, **flat color backgrounds with architectural complexity**, **multi-plane scrolling depth**, **character environmental interaction**, **atmospheric perspective through color temperature only**, and **seamless figure-ground integration**. Period framing encompasses **cyberpunk animation** with **architectural authenticity** creating **2D animation environmental storytelling**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Clean cel animation weights** at **0.8-1.2 pt** for character outlines with **consistent animation line quality**; **architectural line work** at **0.3-0.8 pt** showing **precise geometric construction** but **maintaining cel animation aesthetic**. **NO variable line weights that suggest 3D depth or digital painting**. **Color:** **Flat cel animation color fills** at **75-85% saturation** with **clear color separation boundaries**. **Cool architectural blues** (#2e4057, #1a252f) for structural elements, **warm interior lighting** (#f4a261, #e76f51) for inhabited spaces, **character skin tones** within **anime color ranges** (#fdbcb4, #f8ad9d). **NO gradient effects, digital painting blending, or 3D lighting simulation**. **Texture:** **Pure cel animation surface** with **flat color areas** and **architectural detail through line work only**. **NO digital painting textures, 3D surface effects, or photorealistic material simulation**. **Environmental complexity** achieved through **flat color layering** and **line work precision**. **Detail hierarchy:** **Character integration priority** - figures must **feel naturally part of the animated environment** with **consistent lighting** and **spatial logic**. **Large anime eyes** with **flat color iris rendering**, **architectural backgrounds** with **cel animation line precision**, **character clothing** with **flat fabric colors** and **animation-appropriate folds**. **Material simulation:** **Traditional cel animation production** with **flat color fills** and **clean registration**. **Environmental depth** through **color temperature shifts** and **multi-plane arrangement** - **NO 3D depth simulation or digital painting effects**. **Canvas Adaptation Anchor:** Character-environment unity maintained through cel animation techniques within declared aspect ratio, emphasizing architectural storytelling. **Renderer mapping hint:** Set stylization to 85-95%, chaos to 5-15%, CFG scale 12-16 for **maximum cel animation authenticity** with **architectural precision**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Cyberpunk professional wear** with **clean cel animation color fills**, **structured blazers** in **flat color rendering**, **practical urban clothing** showing **animation fabric behavior**, ornament scale **1-2** (cel animation accessories, clean geometric jewelry); hair & makeup scale **1-2** (anime styling with **flat color application**); **professional footwear** rendered in **cel animation style**.
+- **Adults (male-presenting):** **Corporate cyberpunk clothing** with **flat color fills** and **animation line work**, **structured professional wear** showing **cel animation fabric logic**; jewelry **0-1** pieces (geometric, animation-appropriate); **urban professional aesthetic** within **cel animation medium**.
+- **Youth (girls/boys):** **School uniforms** or **casual wear** with **cel animation color fills**; **animation-appropriate styling**; **flat color rendering** throughout.
+- **Fabric behavior:** **Cel animation fabric logic** with **flat color fills** and **animation-appropriate fold patterns**. **NO realistic fabric physics or digital material simulation**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [communication device, ID badge, technical tablet, urban transport card, simple tool]
+  occasional: [cyberpunk gadget, professional equipment, architectural element]
+  rare: [advanced technology, environmental interface, cyberpunk artifact]
+  micro: [access card, small device, personal item, urban detail]
+  exclusions:
+    - "no fantasy items inappropriate to cyberpunk setting"
+    - "no 3D rendered or digitally painted objects"
+    - "choose-one: [device, tool, accessory]"
+  dependencies:
+    - "all props must be rendered in cel animation style with flat colors"
+    - "cyberpunk contemporary context required"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "digital painting effects", "3D rendered lighting", "photorealistic materials"; **NO gradient lighting that breaks cel animation aesthetic**; **NO character-background isolation or figure separation**; **NO digital art smoothness or 3D surface rendering**; **NO realistic material physics inappropriate to animation medium**. **✅ Canvas Positives:** "exactly [declared ratio]", "authentic cel animation with environmental integration"; **Clean cel animation line work** with **flat color fills**; **Character-environment unity** through **animation techniques**; **Architectural precision** within **cel animation framework**; **Multi-plane background depth** through **color temperature and line work only**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 16:9 Environmental:** Maximum character-environment integration with architectural cel animation storytelling
+- **For 2:3 Character-Environment:** Character naturally embedded within cel animation architectural context
+- **For 21:9 Ultra-wide:** Cyberpunk cityscape with character seamlessly integrated in animation style
+
+**Staging:** Subjects **naturally embedded** within **cel animation architectural environments** showing **spatial integration** and **environmental belonging**. **Camera/perspective:** **Animation camera angles** emphasizing **character-environment relationship** within **cyberpunk urban contexts**. **Background density:** **Multi-plane cel animation backgrounds** with **architectural line precision** and **flat color complexity**. **Surface Context Anchor:** Traditional cel animation production surface appropriate to cyberpunk environmental storytelling **Ratio Enforcement Anchor:** Environmental cel animation extends naturally within declared ratio while maintaining character integration and animation medium authenticity.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Production I.G's cel animation approach; **omit all embedded text**. Production I.G emphasizes **environmental storytelling** through **character-environment integration** within **cel animation medium**.
+
+---
diff --git a/styles/anime/satoshi_kon.md b/styles/anime/satoshi_kon.md
new file mode 100644
index 0000000..2759cea
--- /dev/null
+++ b/styles/anime/satoshi_kon.md
@@ -0,0 +1,123 @@
+---
+id: satoshi_kon_psychology
+group: Anime
+movement: Satoshi Kon Psychological Realism
+artist: Satoshi Kon
+display_name: Satoshi Kon - Hyperrealistic Animation Psychology
+style_scope: single-artist
+ratios:
+  - '16:9'
+  - '2:3'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  16:9 frames cinematic match-cuts, 2:3 supports psychological portraits, and
+  3:4 echoes production stills.
+modes:
+  - Psychological portrait
+  - Urban context
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: >-
+    Layer reflections or televisions to double the subject without losing
+    clarity.
+  identity_priority:
+    - facial-planes
+    - gesture
+    - lighting
+about: >
+  Satoshi Kon fused cel animation with live-action detail, diving into dreamlike
+  urban psychology. Clean lines, flat colour blocks, and precise lighting stage
+  characters inside dense Tokyo architecture. MuseoMorph preserves that
+  cinematic tension while enforcing modern safety and original props.
+hero_image: null
+---
+
+
+# Satoshi Kon Style - Hyperrealistic Animation Psychology
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **16:9 cinematic frame** or **2:3 psychological study** - ignore source image dimensions completely. **CRITICAL ANIMATION MEDIUM DOMINANCE:** Satoshi Kon's hyperrealistic 2D animation aesthetic overrides ALL photorealistic rendering and digital painting approaches. **COMPLETE 2D ANIMATION WITH LIVE-ACTION DETAIL REQUIRED.** **Redraw command:** "Transform subject into authentic **Satoshi Kon hyperrealistic 2D animation character** for **exact format specification** - NOT photorealistic digital painting or 3D rendering." **Anti-Photorealism Priority:** **NO photorealistic 3D rendering, digital painting smoothness, or gradient lighting effects.** **Completely redraw using 2D cel animation medium with hyperrealistic detail within animation framework.** Identity through **psychological depth and cinematic composition only, NOT photographic accuracy.** **Face-Treatment Flag:** `painterly-contour` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `strict-reframe` **Animation Medium Enforcement:** **Subject must look like hyperdetailed 2D animation cel, not digital painting or photograph.** **Complete conversion to cel animation medium with live-action quality detail.** **Mode Selector:** Choose [Psychological Portrait], [Cinematic Study], or [Urban Context] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **16:9** (cinematic psychological framing)
+- **2:3** (psychological character study)
+- **3:4** (traditional with psychological depth)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with cinematic psychological emphasis
+- **Spatial Allocation:** Subject positioned for psychological narrative impact (match-cut potential, reality-blend integration)
+- **Background Treatment:** Hyperdetailed urban environments using flat color layering maintaining animation medium integrity
+- **Format Justification:** Kon's cinematic animation requires precise framing that supports psychological storytelling and match-cut composition potential
+
+## 3) Style Context & Material Authenticity
+
+Satoshi Kon's revolutionary approach (1963-2010) achieved **"hyperrealistic animation"** through **2D cel animation with live-action detail levels** and **psychological depth integration**. Production method emphasizes **clean animation line work** with **flat cel shading containing hyperrealistic detail**, **cinematic lighting within animation constraints**, and **psychological color coding**. Purpose centers on **adult psychological storytelling** through **cinematic composition** and **reality-fantasy visual integration**. Hallmark motifs include **clean animation lines with live-action detail, deep saturated psychological colors, flat cel backgrounds with architectural complexity, match-cut composition potential,** and **reality-blend visual layering within animation medium**. Period framing encompasses **contemporary urban Japanese settings** with **psychological complexity** creating **2D animation with cinematic sophistication**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Clean animation line weights** at **0.4-1.0 pt** with **precise cel animation quality** and **consistent outline definition**; interior details **0.2-0.6 pt** for **hyperrealistic detail within animation framework**. **Sharp, clean animation strokes** with **technical precision** but **NO photorealistic blending or soft gradients**. **Color:** **Deep saturated palette** at **80-95% intensity** with **psychological color coding** - **emotional reds for psychological tension (#dc143c)**, **urban blues for reality anchoring (#1e3a8a)**, **warm yellows for memory/fantasy (#ffd700)**. **Flat cel-shading** with **bold color temperature contrasts** and **clear color separation boundaries**. **NO gradient effects or realistic lighting simulation**. **Texture:** **Clean cel animation surface** with **hyperrealistic detail rendering within flat color areas**. **NO gradient smoothness or digital painting effects** - maintain **strict animation medium integrity** while achieving **live-action detail quality**. **Urban atmospheric complexity** through **strategic flat color layering**. **Detail hierarchy:** **Realistic bone structure and aging effects** within **animation character design**, **psychological expression complexity** through **cel animation techniques**, **hyperdetailed urban backgrounds** using **flat color layering**, **clothing** with **realistic wear patterns** rendered in **clean cel animation style**. **Material simulation:** **Pure cel animation production** with **hyperrealistic detail integration**. **Clean color fills** with **precise registration**. **Cinematic lighting effects** achieved through **strategic flat color placement** rather than **realistic gradient rendering**. **Urban environmental complexity** through **layered animation backgrounds only**. **Canvas Adaptation Anchor:** Hyperrealistic 2D animation composition optimized for declared aspect ratio with cinematic psychological storytelling emphasis. **Renderer mapping hint:** Set stylization to 70-85%, chaos to 5-15%, CFG scale 10-13 for **animation medium precision** with **hyperrealistic detail integration**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Contemporary Japanese professional wear** with **realistic aging and wear patterns**, **practical urban clothing** for **adult city life**, **sophisticated color coordination** supporting **psychological narrative**, ornament scale **1-2** (realistic accessories, urban professional items); hair & makeup scale **1-2** (realistic urban styling with **psychological significance**); **practical urban footwear** showing **realistic wear**.
+- **Adults (male-presenting):** **Urban professional clothing** with **realistic fabric behavior** and **environmental wear**, **contemporary Japanese business or casual wear**, **color choices** reflecting **psychological state**; jewelry **0-1** pieces (realistic, psychologically significant); **mature urban professional aesthetic**.
+- **Youth (girls/boys):** **Contemporary Japanese school** or **casual wear** with **age-appropriate realism**; **practical urban footwear**; **minimal makeup** appropriate to **urban contemporary context**; **age-appropriate psychological complexity**.
+- **Fabric behavior:** **Realistic drape and wear patterns** rendered in **cel animation style**. **Environmental interaction** showing **urban life effects** on **clothing condition**. **Psychological color significance** in **fabric choices**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [cell phone, urban transit card, coffee cup, cigarette pack, personal notebook]
+  occasional: [camera, psychological artifact, mirror, photograph, urban technology]
+  rare: [symbolic object, memory trigger, reality-blend item, psychological symbol]
+  micro: [small personal item, urban detail, psychological anchor, reality marker]
+  exclusions:
+    - "no fantasy or supernatural items unless psychologically motivated"
+    - "no cute or decorative objects inappropriate to urban adult themes"
+    - "choose-one based on psychological narrative relevance"
+  dependencies:
+    - "all props must support psychological narrative depth"
+    - "urban contemporary context required for authenticity"
+    - "props should suggest character psychological state"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "photorealistic 3D rendering", "digital painting smoothness", "gradient lighting simulation"; **NO cute or moe aesthetic elements inappropriate to adult psychological themes**; **NO fantasy elements without psychological justification**; **NO soft digital blending or photographic textures**. **✅ Canvas Positives:** "exactly [declared ratio]", "hyperrealistic 2D animation"; **Clean animation line work** with **hyperrealistic detail integration**; **Flat cel-shading** with **deep color saturation**; **Psychological depth through animation techniques**; **Cinematic composition**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 16:9 Cinematic:** Cinematic framing supporting psychological narrative and match-cut potential
+- **For 2:3 Psychological:** Character psychological study with urban environmental context
+- **For 3:4 Traditional:** Classic format with Kon's hyperrealistic animation treatment
+
+**Staging:** Subjects positioned within **cinematic framing** supporting **psychological narrative** and **match-cut composition potential**. **Camera/perspective:** **Cinematic angles** including **close-ups for psychological intensity**, **medium shots for character interaction**, **wide shots for urban environmental context**. **Background density:** **Hyperdetailed urban environments** using **flat color layering** maintaining **animation medium integrity** supporting **psychological narrative**. **Surface Context Anchor:** Hyperrealistic 2D animation production surface appropriate to psychological storytelling **Ratio Enforcement Anchor:** Cinematic psychological environments extend naturally within declared ratio while maintaining animation medium integrity.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Kon's cinematic animation approach for static portraits; **omit all embedded text**. Kon emphasizes **pure visual psychological storytelling** through **cinematic animation composition**.
+
+------
+
diff --git a/styles/anime/studio_bones.md b/styles/anime/studio_bones.md
new file mode 100644
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--- /dev/null
+++ b/styles/anime/studio_bones.md
@@ -0,0 +1,121 @@
+---
+id: studio_bones_character_drama
+group: Anime
+movement: Studio Bones Character Drama
+artist: Studio Bones
+display_name: Studio Bones - Character-Driven Animation
+style_scope: movement
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  2:3 spotlights personality, 3:4 echoes key art, and 16:9 captures Bones'
+  kinetic staging.
+modes:
+  - Character study
+  - Dynamic scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: Balance leads with yutapon cubes or debris arcs connecting their gestures.
+  identity_priority:
+    - silhouette
+    - gesture
+    - eye-expression
+about: >
+  Studio Bones draws characters with living body language, expressive eyes, and
+  environments that breathe alongside them. Yutaka Nakamura's crystalline debris
+  and dynamic camera shifts keep scenes energetic even in stills. MuseoMorph
+  leans into that personality-first ethos while keeping wardrobe practical and
+  iconography original.
+hero_image: null
+---
+
+
+# Studio Bones Style - Character-Driven Animation Excellence
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 character study** or **16:9 dynamic scene** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Studio Bones' character-driven animation excellence** style for **exact format specification**." **Likeness (style-first):** Identity via **distinctive character proportions/personality-driven gesture/emotionally authentic expression**; integrate into **high-quality animation** medium emphasizing **organic character life** and **dimensional personality**. **Face-Treatment Flag:** `painterly-contour` **Pose Flag:** `gestural-fluid` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Bones' character-focused approach prioritizes **individual personality expression** and **organic animation feel** over **generic anime conventions**. **Gender respect:** Honor presented gender while maintaining Bones' **personality-driven design** and **dimensional character philosophy**. **IP guardrail:** Archetypes only; no direct references to Fullmetal Alchemist, My Hero Academia, Soul Eater, or other Bones properties. **Mode Selector:** Choose [Character Study] or [Dynamic Scene] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (character personality focus)
+- **16:9** (character-environment interaction)
+- **3:4** (traditional with personality emphasis)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with organic character life emphasis
+- **Spatial Allocation:** Subject positioned to express individual character personality through body language and environmental interaction
+- **Background Treatment:** Atmospheric environments that live and breathe with character presence, supporting individual expression
+- **Format Justification:** Bones' character-driven philosophy adapts to any ratio while maintaining individual personality authenticity and organic life representation
+
+## 3) Style Context & Material Authenticity
+
+Studio Bones' distinctive approach (1998-present) emphasizes **character personality through design** with **organic animation principles** creating **dimensional characters** that feel **alive and individual**. Production method centers on **Yutaka Nakamura's dynamic impact sequences** featuring **crystalline geometric debris**, **personality-driven character proportions** varying by **individual character needs**, **fluid organic movement** even in **static compositions**, and **environmental atmospherics** that **breathe with character emotion**. Purpose focuses on **individual character authenticity** through **proportional personality expression** and **organic life representation**. Hallmark motifs include **Yutapon cube debris during action**, **organic character silhouettes**, **personality-driven proportional choices**, **atmospheric environmental integration**, **emotional micro-gesture emphasis**, and **living animation quality** in **static frames**. Period framing encompasses **character-driven narratives** where **individual personality** shapes **visual presentation** rather than **genre conventions**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Organic variable weights** reflecting **character personality**: **soft, flowing lines (1.0-1.5 pt)** for **gentle characters** versus **sharp, defined lines (1.5-2.5 pt)** for **strong personalities**. **Yutapon impact sequences** exploding into **geometric crystal debris** with **sharp angular fragments (3.0-5.0 pt)**. **Character-specific line quality** matching **individual personality traits**. **Color:** **Character-driven palettes** with **organic harmony**: **warm, lived-in tones (60-75% saturation)** creating **authentic atmosphere**. **Character colors** reflecting **personality depth** rather than **generic anime schemes**. **Environmental colors** that **breathe with character emotion** and **support individual presence**. **Texture:** **Organic animation texture** showing **life and dimensionality**. **Yutapon crystalline debris** creating **sharp geometric contrast** against **organic character forms**. **Atmospheric environmental texture** that **lives and breathes** rather than **static background rendering**. **Character clothing** showing **authentic wear patterns** and **personality-driven styling choices**. **Detail hierarchy:** **Large expressive anime eyes** with **individual character personality**. **Organic proportional systems** adapted to **character personality**: **elongated proportions** for **elegant characters**, **compact proportions** for **energetic characters**, **distinctive silhouettes** that **read clearly** from **distance**. **Personality-driven facial structure** over **generic anime templates**. **Material simulation:** **Living animation quality** where **characters feel organic** and **dimensional**. **Environmental elements** that **interact naturally** with **character presence**. **Clothing and hair** that **moves naturally** even in **static representations**. **Geometric debris effects** providing **dynamic contrast** to **organic character forms**. **Canvas Adaptation Anchor:** Character personality expression maintains organic authenticity within declared aspect ratio with living environmental integration. **Renderer mapping hint:** Set stylization to 75-90%, chaos to 15-30%, CFG scale 10-14 for **organic character life** with **dynamic action potential**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Personality-driven clothing choices** reflecting **individual character traits**, **organic fabric behavior** showing **natural wear patterns**, **practical styling** supporting **character activities** and **personal expression**, **distinctive color choices** matching **character personality**, ornament scale **1-3** (character-meaningful accessories, personal items); hair & makeup scale **1-2** (personality-authentic styling); **footwear reflecting character lifestyle**.
+- **Adults (male-presenting):** **Character-specific clothing** showing **individual taste** and **personality expression**, **authentic fabric interaction** with **character movement**, **personal styling choices** over **generic anime conventions**; accessories **1-2** pieces (personality-meaningful items); **individual character aesthetic** over **template designs**.
+- **Youth (girls/boys):** **Age-appropriate** but **personality-driven** clothing; **individual character expression** within **appropriate boundaries**; **practical choices** reflecting **character activities**; **personal styling** over **generic youth templates**.
+- **Fabric behavior:** **Natural material interaction** with **character movement** and **environmental conditions**. **Realistic wear patterns** showing **character lifestyle** and **personality traits**. **Organic fabric flow** that **feels alive** rather than **static**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [character tool, personal weapon, meaningful object, activity gear, identity marker]
+  occasional: [specialized equipment, unique item, character artifact, story object]
+  rare: [signature weapon, legendary tool, character-defining object]
+  micro: [personal token, character charm, meaningful detail, identity piece]
+  exclusions:
+    - "props must reflect individual character personality"
+    - "no generic items without character connection"
+    - "choose-one based on character identity"
+  dependencies:
+    - "all props require character personality connection"
+    - "individual character authenticity mandatory"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "source image proportions", "generic anime templates", "static lifeless composition"; **NO character designs that could apply to anyone**; **NO environmental elements that feel lifeless or decorative**. **✅ Canvas Positives:** "exactly [declared ratio]", "organic character personality expression"; **Individual character personality** expressed through **proportions and design**; **Organic animation quality** even in **static images**; **Yutapon geometric debris** during **dynamic moments**; **Living environmental atmospherics**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Character:** Individual personality study with organic environmental support
+- **For 16:9 Dynamic:** Character-environment interaction with personality-driven spatial relationships
+- **For 3:4 Traditional:** Classic format with Bones' organic character life emphasis
+
+**Staging:** Subjects positioned to **express individual character personality** through **body language** and **environmental interaction**. **Character-environment relationship** showing **authentic connection** rather than **decorative placement**. **Camera/perspective:** **Character-serving angles** that **enhance personality expression** and **individual authenticity**. **Background density:** **Atmospheric environments** that **live and breathe** with **character presence**, **supporting individual personality** rather than **overwhelming** or **generic decoration**. **Surface Context Anchor:** High-quality animation production surface appropriate to character-driven storytelling **Ratio Enforcement Anchor:** Character personality environments extend organically within declared ratio while maintaining individual authenticity and living atmospheric quality.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Bones' character-focused animation approaches; **omit all embedded text**. Bones emphasizes **individual character expression** through **organic visual storytelling** and **personality-driven design**.
+
+------
+
diff --git a/styles/anime/studio_ghibli.md b/styles/anime/studio_ghibli.md
new file mode 100644
index 0000000..dc6c952
--- /dev/null
+++ b/styles/anime/studio_ghibli.md
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+---
+id: studio_ghibli_naturalism
+group: Anime
+movement: Studio Ghibli Hand-Painted Naturalism
+artist: Studio Ghibli
+display_name: Studio Ghibli - Naturalistic Poetry
+style_scope: movement
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  2:3 suits character portrait sheets, 3:4 mirrors illustration plates, and 16:9
+  preserves Ghibli's cinematic panoramas.
+modes:
+  - Portrait
+  - Environmental scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: >-
+    Stage companions at varying depths with foliage or architecture knitting the
+    trio together.
+  identity_priority:
+    - silhouette
+    - gesture
+    - eyes
+about: >
+  Studio Ghibli blends pencil linework, watercolor atmospheres, and quiet
+  storytelling to make nature and characters feel lived in. Pastoral palettes,
+  hand-painted cels, and gentle motion celebrate craft over spectacle.
+  MuseoMorph treats the studio's look as a study in warmth and humility while
+  honoring modern safety policies.
+hero_image: null
+---
+
+
+# Studio Ghibli Style - Naturalistic Poetry
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 portrait** or **16:9 landscape** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Studio Ghibli's naturalistic animation** style for **[exact format specification]**." **Likeness (style-first):** Identity via silhouette/gesture/expression; integrate fully into hand-drawn cel animation medium; avoid photorealistic faces. **Face-Treatment Flag:** `painterly-contour` **Pose Flag:** `gestural-fluid` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Ghibli's organic, flowing aesthetic rules override generic anime conventions. **Mode Selector:** Choose [Portrait] or [Environmental Scene] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (character portrait focus)
+- **16:9** (environmental storytelling)
+- **3:4** (traditional illustration)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with atmospheric background expansion
+- **Spatial Allocation:** Subject positioned within natural environmental context (rule-of-thirds)
+- **Background Treatment:** Extend watercolor-influenced atmospheric elements (sky, foliage, distant landscapes) to fill new canvas space
+- **Format Justification:** Ghibli's environmental storytelling tradition supports both intimate portraits and panoramic scenes
+
+## 3) Style Context & Material Authenticity
+
+Studio Ghibli's signature approach (1985-present) combines **watercolor-influenced backgrounds** with **soft cel animation**, drawing from European fairy tale illustration and Japanese nature worship. Production method emphasizes **85-90% hand-drawn content** with minimal digital smoothing, maintaining organic imperfections that create warmth. Purpose spans environmental storytelling through intimate character portraits within **naturalistic fantasy settings**. Hallmark motifs include **flowing fabric physics, atmospheric perspective, detailed food rendering, architectural integration with nature,** and **Ma philosophy negative space**. Period framing encompasses **timeless pastoral aesthetics** with subtle technological anachronisms creating dreamlike temporal ambiguity.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** Outer contours **0.8-1.2 pt** with gentle, organic curves; interior details **0.3-0.6 pt** following natural form flow. No harsh geometric angles except for architectural elements. Line density **8-15 lines/inch** for texture work, primarily in hair and fabric. **Color:** Earth-tone dominated palette at **70-85% saturation** comprising 60-70% total composition. Ghibli signature colors: sky blues (#176a90, #a3c5e0), forest greens (#74cc66), sunset oranges (#e2dd3f), warm browns (#8b4513). Avoid pure blacks or whites; use warm grays and cream tones. **Texture:** Watercolor-mimicking gradients with soft edge bleeding **2-4 px**. Atmospheric stippling **1-2 px** for distant elements. Natural fabric drape with gravity-influenced flow patterns. **Detail hierarchy:** Faces and hands receive highest detail attention, environmental elements simplified to impressionistic suggestions, food and mechanical objects rendered with loving precision. **Material simulation:** Traditional cel production artifacts with **±0.5 px registration** variance. Paint bucket fills with slight texture grain **85-95 LPI equivalent**. Subtle color vibration **±3-5% hue shift** mimicking hand-painted cels. **Canvas Adaptation Anchor:** Composition flows naturally within declared aspect ratio; background elements extend seamlessly to canvas edges.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** Flowing A-line silhouettes, hemlines mid-calf to ankle length, modest necklines (crew, boat, high collar), three-quarter to full sleeves, ornament scale **0-2** (simple jewelry, hair accessories); hair & makeup scale **0-1** (natural only); comfortable flats or low boots.
+- **Adults (male-presenting):** Relaxed tailoring with natural drape, button-up shirts or vests, straight-leg trousers, minimal lapels if jackets present, simple caps or bare head; jewelry **0-1** pieces (watch, simple ring); **no formal business attire**.
+- **Youth (girls/boys):** Simple dresses, overalls, or comfortable separates; **no form-fitting or revealing cuts**; sturdy shoes or bare feet; **no makeup**; **age-appropriate props only**.
+- **Fabric behavior:** Natural drape emphasizing cotton, linen, wool textures; matte surfaces with minimal synthetic sheen. Gentle wrinkle patterns following body movement.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [wicker basket, watering can, simple book, clay pot, wooden spoon]
+  occasional: [telescope, music box, hand mirror, seed packet]
+  rare: [magical amulet, floating crystal, spirit mask]
+  micro: [flower sprig, butterfly, acorn, small stone]
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "original aspect ratio", "source dimensions", "photorealistic preservation"; **NO photorealistic skin textures/pores**; **NO sharp digital artifacts**; **NO neon or synthetic colors**; **NO oversaturated vivid colors**. **✅ Canvas Positives:** "exactly [declared ratio]", "recomposed for naturalistic storytelling"; **Complete transformation into hand-painted Ghibli aesthetic**; **Natural atmospheric lighting**; **Organic line variation with hand-drawn imperfection**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Portrait:** Vertical emphasis with subject positioned lower-third, atmospheric background filling upper portion
+- **For 16:9 Landscape:** Environmental panorama with character integrated naturally, Ma philosophy negative space
+- **For 3:4:** Classical illustration balance with environmental context
+
+**Staging:** Subjects positioned within **environmental context** showing relationship to natural world. **Background density:** Detailed but not competing with subject; **atmospheric perspective** with distant elements becoming softer and cooler. **Surface Context Anchor:** Traditional illustration paper or canvas surface appropriate to hand-drawn animation **Ratio Enforcement Anchor:** Composition designed specifically for declared ratio, extending Ghibli's environmental philosophy
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Ghibli animation style for static portraits; **omit all embedded text**. Ghibli films rely on pure visual storytelling.
+
+------
+
diff --git a/styles/anime/studio_trigger.md b/styles/anime/studio_trigger.md
new file mode 100644
index 0000000..8ffab18
--- /dev/null
+++ b/styles/anime/studio_trigger.md
@@ -0,0 +1,123 @@
+---
+id: studio_trigger_neokana
+group: Anime
+movement: Neo-Kanada Action
+artist: Studio Trigger
+display_name: Studio Trigger - Neo-Kanada Energy
+style_scope: movement
+ratios:
+  - '3:4'
+  - '2:3'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  3:4 sells heroic posters, 2:3 fits transformation spreads, and 16:9 unleashes
+  widescreen battles.
+modes:
+  - Heroic portrait
+  - Dynamic action
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: >-
+    Stack combatants along explosive diagonals with energy bursts separating
+    layers.
+  identity_priority:
+    - silhouette
+    - hair-shape
+    - energy-effects
+about: >
+  Studio Trigger channels the legacy of Yoshinori Kanada with explosive poses,
+  crystalline debris, and fluorescent palettes. Four-pointed starbursts,
+  low-angle foreshortening, and jagged motion smears keep momentum high.
+  MuseoMorph leans into that spectacle while ensuring wardrobe stays modest and
+  iconography remains original.
+hero_image: null
+---
+
+
+# Studio Trigger Style - Neo-Kanada Energy
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 heroic portrait** or **16:9 explosive action** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Studio Trigger's Neo-Kanada energy** style for **exact format specification**." **Likeness (style-first):** Identity via **exaggerated heroic silhouette/explosive dynamic gesture/intense determined expression**; integrate into **high-energy experimental animation** medium emphasizing **kinetic power** and **geometric visual impact**. **Face-Treatment Flag:** `poster-ink` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Style dominance:** Trigger's Neo-Kanada approach overrides conventional anime aesthetics, prioritizing **explosive geometric energy** and **heroic empowerment**. **Gender respect:** Honor presented gender while maintaining Trigger's **heroic character proportions** and **action-ready design philosophy**. **IP guardrail:** Archetypes only; no direct references to Kill la Kill, Little Witch Academia, Promare, or other Trigger properties. **Mode Selector:** Choose [Heroic Portrait] or [Dynamic Action] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **3:4** (heroic character empowerment)
+- **16:9** (explosive action sequence)
+- **2:3** (vertical heroic composition)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with explosive geometric energy emphasis
+- **Spatial Allocation:** Subject positioned for maximum heroic impact (dramatic diagonal emphasis, power focal points)
+- **Background Treatment:** Geometric energy fields with crystalline debris patterns and four-pointed star bursts
+- **Format Justification:** Trigger's Neo-Kanada philosophy requires dynamic ratios that support explosive visual spectacle and heroic character empowerment
+
+## 3) Style Context & Material Authenticity
+
+Studio Trigger's experimental approach (2011-present) represents **Neo-Kanada School evolution** through **explosive action animation** and **geometric visual spectacle**. Production method emphasizes **extreme kinetic energy** with **Kanada-style perspective distortion**, **wide-angle fish-eye camera work**, **dramatic low-angle heroic shots**, and **geometric debris explosion effects**. Purpose focuses on **heroic character empowerment** through **visual energy overload** and **optimistic determination themes**. Hallmark motifs include **four-pointed star energy bursts**, **crystalline geometric debris patterns**, **"snapping" character movements**, **fluorescent neon energy palettes**, **triangular speed lines**, and **heroic transformation sequences**. Period framing encompasses **contemporary magical realism** with **heroic fantasy elements** creating **empowering visual spectacle**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Ultra-bold angular weights** at **3.0-5.0 pt** for **heroic character outlines** with **sharp geometric breaks** and **angular corner emphasis**. **Kanada-style line snapping** - lines must show **directional energy breaks** rather than smooth curves. **Geometric accent lines** at **2.0-3.0 pt** creating **angular speed effects** and **energy direction indicators**. **Four-pointed star motifs** integrated as **sharp linear accent elements**. **Color:** **Maximum saturation fluorescent palettes** at **90-100% saturation** creating **energy overload** through **high-contrast geometric relationships**. **Electric heroic colors**: **hot magenta (#ff0080)**, **cyber cyan (#00ffff)**, **energy yellow (#ffff00)**, **power orange (#ff4500)**. **Bold tri-color schemes** with **geometric color blocking**. **Texture:** **Clean geometric cel-shading** with **extreme contrast boundaries** and **zero gradient smoothing**. **Crystalline shard pattern overlays** and **geometric explosion debris**. **Sharp-edge geometric pattern integration** throughout composition. **Detail hierarchy:** **Heroic silhouette maximum priority** - character must read clearly during **explosive action**. **Geometric energy effects** supporting **character empowerment**. **Four-pointed star accent placement** at **power focal points**. **Background simplified** to **geometric energy fields** that **amplify character presence**. **Material simulation:** **Pure geometric energy rendering** with **crystalline reflection patterns**. **Bold outline definition** with **perfect registration**. **Geometric debris physics** defying reality for **dramatic impact**. **Energy effect layering** with **additive bright compositing**. **Canvas Adaptation Anchor:** Explosive geometric composition optimized for declared aspect ratio with maximum heroic energy emphasis. **Renderer mapping hint:** Set stylization to 90-100%, chaos to 20-35%, CFG scale 12-16 for **maximum geometric boldness** and **heroic energy**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Heroic action costumes** with **geometric design elements**, **power-enhancing accessories**, **fitted action-ready silhouettes**, **asymmetrical heroic details**, ornament scale **3-4** (power symbols, heroic gear, transformation devices); hair & makeup scale **1-2** (bold heroic styling, possible **geometric face markings**); **action-ready heroic footwear** with **power enhancement design**.
+- **Adults (male-presenting):** **Dynamic heroic uniforms** with **geometric power elements**, **high-collar heroic details**, **fitted heroic proportions**, **power-enhancing design features**; accessories **2-3** pieces (heroic symbols, power devices); **confident heroic aesthetic** emphasizing **action readiness**.
+- **Youth (girls/boys):** **School uniforms** with **slight heroic modifications** or **casual heroic wear**; **age-appropriate power themes**; **heroic athletic footwear**; **minimal makeup** except **heroic symbols**; **age-appropriate heroic accessories**.
+- **Fabric behavior:** **Heroic fabric dynamics** with **exaggerated wind effects** and **power aura interaction**. **Geometric fold patterns** and **energy-responsive material rendering**. **Bold color blocking** with **geometric pattern emphasis**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [energy weapon, transformation device, power gauntlet, heroic emblem, magical focus]
+  occasional: [heroic vehicle component, mystical artifact, power generator, action tool]
+  rare: [legendary weapon, ultimate transformation device, heroic mech piece]
+  micro: [power crystal, heroic badge, energy cell, four-pointed star charm]
+  exclusions:
+    - "no realistic mundane weapons"
+    - "no passive decorative items"
+    - "choose-one: [weapon, device, tool]"
+  dependencies:
+    - "heroic items require geometric power design"
+    - "transformation items need four-pointed star integration"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "original aspect ratio", "passive positioning", "muted colors"; **NO conventional anime proportions without heroic enhancement**; **NO static compositions lacking energy**; **NO realistic mundane elements**. **✅ Canvas Positives:** "exactly [declared ratio]", "explosive heroic energy composition"; **Explosive dynamic action poses**; **Geometric energy burst effects**; **Four-pointed star motif integration**; **Maximum color saturation**; **Crystalline debris patterns**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 3:4 Heroic:** Vertical empowerment emphasis with geometric energy bursts and heroic dominance
+- **For 16:9 Explosive:** Horizontal action spectacle with crystalline debris and energy fields
+- **For 2:3 Vertical:** Heroic transformation composition with four-pointed star integration
+
+**Staging:** Subjects positioned in **explosive heroic action poses** with **dramatic power demonstration** and **triumphant energy themes**. **Camera/perspective:** **Extreme low angles** for **heroic empowerment**, **fish-eye perspective distortion** for **dynamic impact**, **dramatic Dutch tilts** for **energy emphasis**. **Background density:** **Simplified geometric energy environments** with **mandatory perspective distortion lines** converging toward **off-frame vanishing points**. **Crystalline debris patterns** following **forced perspective scaling** - larger fragments in **foreground**, smaller in **background**. **Four-pointed star energy bursts** positioned **asymmetrically** throughout composition. **Surface Context Anchor:** High-energy animation production surface appropriate to heroic spectacle **Ratio Enforcement Anchor:** Geometric energy effects extend naturally within declared ratio while maintaining heroic character empowerment focus.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Trigger's pure visual spectacle approach; **omit all embedded text**. Trigger emphasizes **wordless heroic inspiration** through **explosive geometric energy** and **empowering visual storytelling**.
+
+------
+
diff --git a/styles/anime/sunrise_clean_cel.md b/styles/anime/sunrise_clean_cel.md
new file mode 100644
index 0000000..f8f77b5
--- /dev/null
+++ b/styles/anime/sunrise_clean_cel.md
@@ -0,0 +1,121 @@
+---
+id: sunrise_clean_cel
+group: Anime
+movement: Sunrise Cel Mastery
+artist: Sunrise
+display_name: Sunrise - Clean Cel Animation
+style_scope: movement
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  2:3 anchors military portraits, 3:4 suits promotional art, and 16:9 carries
+  tactical scenes.
+modes:
+  - Professional portrait
+  - Military scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: >-
+    Line up squad members by rank with geometric backdrops reinforcing faction
+    colours.
+  identity_priority:
+    - silhouette
+    - uniform-design
+    - posture
+about: >
+  Sunrise built its reputation on crisp black outlines, flat primary palettes,
+  and military precision. MuseoMorph adopts that clean cel discipline while
+  inventing new insignia and keeping crews modest.
+hero_image: null
+---
+
+
+# Sunrise Style (Bandai Namco Filmworks) - Clean Cel Animation Mastery
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 professional portrait** or **16:9 military scene** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Sunrise's clean cel animation mastery** style for **exact format specification**." **Likeness (style-first):** Identity via **clean geometric silhouette/professional confident gesture/determined heroic expression**; integrate into **"Sunrise Smooth" cel animation** medium emphasizing **flat color precision** and **bold outline definition**. **Face-Treatment Flag:** `anime-precision` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Style dominance:** Sunrise's cel animation approach prioritizes **flat color philosophy** and **heavy black outline definition** over **gradient-heavy modern anime**. **Gender respect:** Honor presented gender while maintaining Sunrise's **professional heroic proportions** and **military-influenced character design**. **IP guardrail:** Archetypes only; no direct references to Gundam, Code Geass, Cowboy Bebop, or other Sunrise properties. **Mode Selector:** Choose [Professional Portrait] or [Military Scene] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (professional military portrait)
+- **16:9** (military environmental context)
+- **3:4** (traditional with geometric precision)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with geometric precision emphasis
+- **Spatial Allocation:** Subject positioned for professional military authority (confident geometric positioning, technical environment integration)
+- **Background Treatment:** Geometrically precise military or technical environments with flat color rendering and heavy outline definition
+- **Format Justification:** Sunrise's cel animation mastery requires precise framing that emphasizes professional competence and military geometric design
+
+## 3) Style Context & Material Authenticity
+
+Sunrise's foundational approach (1972-present, now Bandai Namco Filmworks) established **traditional cel animation standards** through **"Sunrise Smooth" production quality** and **flat color mastery**. Production method emphasizes **heavy black outline definition** creating **clear character separation**, **flat cel-shading philosophy** minimizing **gradient usage**, **primary color dominance** using **bold red-blue-yellow schemes**, and **geometric precision** in **both character and mechanical design**. Purpose focuses on **professional heroic storytelling** through **clean animation craftsmanship** and **military precision aesthetics**. Hallmark motifs include **ultra-heavy black outlines**, **pure flat color fills**, **primary color faction coding**, **geometric character proportions**, **clean professional bearing**, and **technical environmental precision**. Period framing encompasses **military science fiction** and **professional heroic narratives** creating **clean, authoritative visual presentation**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Ultra-heavy black outlines** at **3.0-5.0 pt** providing **maximum edge definition** and **character separation**; **interior detail lines** at **1.5-2.5 pt** maintaining **geometric precision** and **structural clarity**. **No line weight variation** - **consistent bold outline emphasis** throughout. **Clean geometric stroke quality** with **sharp angular precision**. **Color:** **Pure flat color philosophy** at **85-100% saturation** featuring **bold primary colors**: **pure reds (#ff0000)**, **pure blues (#0000ff)**, **pure yellows (#ffff00)** for **faction identification**. **Zero gradient usage** - **solid color fills only**. **High contrast color separation** with **clean boundary definition**. **Military color coding** using **primary color schemes**. **Texture:** **Pure cel-shading technique** with **absolutely flat color fills** and **zero gradient work**. **Clean color registration** with **perfect boundary definition**. **No texture effects** that compromise **flat color philosophy**. **Geometric pattern emphasis** over **organic texture variation**. **Detail hierarchy:** **Large expressive anime eyes** with **clean geometric iris definition**. **Professional anime facial proportions** with **clean structural geometry**. **Military bearing emphasis** through **confident postural design**. **Clothing** showing **geometric fold patterns** and **military precision styling**. **Clean feature definition** without **organic softness**. **Material simulation:** **Traditional cel production standards** with **flat color mastery** and **heavy outline definition**. **Clean color fills** with **perfect registration**. **No modern digital effects** that compromise **classic cel animation aesthetics**. **Geometric debris** during **action sequences** maintaining **flat color approach**. **Canvas Adaptation Anchor:** Clean cel animation composition optimized for declared aspect ratio with geometric precision and military professional emphasis. **Renderer mapping hint:** Set stylization to 85-95%, chaos to 5-12%, CFG scale 11-14 for **maximum flat color precision** with **heavy outline definition**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Military uniforms** or **pilot suits** with **geometric design emphasis**, **clean structural lines** and **professional military styling**, **primary color schemes** for **faction identification**, **functional design** supporting **professional competence**, ornament scale **1-2** (military rank insignia, faction symbols); hair & makeup scale **0-1** (clean professional styling); **military-standard footwear** with **geometric design elements**.
+- **Adults (male-presenting):** **Professional military uniforms** with **geometric tailoring**, **high-collar military styling**, **clean structural design** emphasizing **authoritative bearing**, **primary color faction coding**; accessories **0-1** pieces (military rank indicators, professional gear); **confident military professional aesthetic**.
+- **Youth (girls/boys):** **Military cadet uniforms** or **training attire** with **clean geometric lines**; **age-appropriate military styling**; **professional bearing emphasis**; **no civilian casual elements**; **military training accessories**.
+- **Fabric behavior:** **Crisp geometric fold patterns** with **clean angular creases**. **Military precision** in **fabric maintenance** and **structural presentation**. **Flat color fabric rendering** without **realistic texture variation**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [military rank insignia, control device, technical manual, communication equipment, faction symbol]
+  occasional: [beam weapon, shield device, tactical equipment, command authority item]
+  rare: [prototype military technology, command insignia, advanced technical device]
+  micro: [military badge, technical component, communication device, rank marker]
+  exclusions:
+    - "no civilian recreational items"
+    - "no fantasy elements"
+    - "choose-one: [weapon, device, equipment]"
+  dependencies:
+    - "military items require professional context"
+    - "technical items need geometric design consistency"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "original dimensions", "gradient shading", "soft organic styling"; **NO thin or variable line weights that reduce outline impact**; **NO realistic color schemes that dilute primary color emphasis**. **✅ Canvas Positives:** "exactly [declared ratio]", "clean cel animation precision"; **Ultra-heavy black outline definition**; **Pure flat color fills** with **primary color dominance**; **Geometric precision** in **character and environmental design**; **Military professional bearing**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Portrait:** Professional military authority with clean geometric character presentation
+- **For 16:9 Military:** Environmental context with geometric precision and flat color rendering
+- **For 3:4 Traditional:** Classic format with Sunrise's cel animation mastery treatment
+
+**Staging:** Subjects positioned with **military professional authority** showing **confident competence** and **heroic determination**. **Clean geometric positioning** emphasizing **structural character presentation**. **Camera/perspective:** **Professional heroic angles** supporting **character authority** within **military technical contexts**. **Background density:** **Geometrically precise** military or **technical environments** with **flat color rendering** and **heavy outline definition**. **Surface Context Anchor:** Traditional cel animation production surface appropriate to military professional storytelling **Ratio Enforcement Anchor:** Military geometric environments extend naturally within declared ratio while maintaining professional authority focus and cel animation authenticity.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Sunrise's cel animation approach; **omit all embedded text**. Sunrise emphasizes **clean visual military storytelling** through **professional character bearing** and **geometric environmental precision**.
+
+---
+
diff --git a/styles/anime/wit_studio.md b/styles/anime/wit_studio.md
new file mode 100644
index 0000000..0582583
--- /dev/null
+++ b/styles/anime/wit_studio.md
@@ -0,0 +1,116 @@
+---
+id: wit_studio_kinetic_cinematography
+group: Anime
+movement: Wit Studio Kinetic Cinematography
+artist: Wit Studio
+display_name: Wit Studio - Dynamic Action Cinematography
+style_scope: movement
+ratios:
+  - '16:9'
+  - '3:4'
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  16:9 fuels Wit's cinematic sweeps, 3:4 covers vertical hero beats, and 2:3
+  supports towering action poses.
+modes:
+  - Action portrait
+  - Kinetic scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: >-
+    Stack planes with multi-layer depth so motion reads from foreground to
+    skyline.
+  identity_priority:
+    - gesture
+    - spatial-depth
+    - silhouette
+about: >
+  Wit Studio pairs clean cel draftsmanship with multi-plane depth and athletic
+  staging. MuseoMorph keeps that kinetic clarity while forbidding comic-book
+  gradients or borrowed props.
+hero_image: null
+---
+
+
+# Wit Studio Style - Dynamic Action Cinematography
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **16:9 action cinematic** or **3:4 dynamic portrait** - ignore source image dimensions completely. **CRITICAL CLEAN ANIMATION DOMINANCE:** Wit Studio's kinetic animation excellence overrides ALL comic book illustration, superhero art, and over-rendered action effects. **COMPLETE CLEAN CEL ANIMATION WITH SPATIAL MASTERY REQUIRED.** **Redraw command:** "Transform subject into authentic **Wit Studio clean kinetic animation** for **exact format specification** - NOT comic book illustration, superhero art, or over-rendered action effects." **Anti-Comic-Book Priority:** **NO comic book illustration effects, superhero gradient rendering, or over-rendered action sequences that break animation aesthetic.** **Completely redraw using clean cel animation medium with spatial depth mastery and multi-plane environmental integration.** **Face-Treatment Flag:** `anime-precision` **Pose Flag:** `foreshortened-diagonal` **Canvas Control Flag:** `strict-reframe` **Animation Medium Enforcement:** **Subject must look like clean animation character with spatial awareness and kinetic potential, not comic book or illustration art.** **Mode Selector:** Choose [Action Portrait] or [Kinetic Scene] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **16:9** (action cinematography standard)
+- **3:4** (dynamic character emphasis)
+- **2:3** (vertical action composition)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with kinetic spatial emphasis
+- **Spatial Allocation:** Subject positioned for maximum spatial depth and kinetic energy (multi-plane positioning, environmental interaction)
+- **Background Treatment:** Multi-plane environments with clean animation depth and spatial relationship clarity
+- **Format Justification:** Wit Studio's spatial mastery requires dynamic ratios supporting movement potential and environmental integration within clean animation framework
+
+## 3) Style Context & Material Authenticity
+
+Wit Studio's distinctive approach (2012-present) pioneered **kinetic animation excellence** through **clean spatial depth mastery** and **multi-plane environmental integration**. Production method emphasizes **clean cel animation** with **3D space utilization**, **multi-plane background depth**, **realistic spatial relationships**, and **kinetic energy potential** within **traditional animation framework**. Purpose centers on **action storytelling** through **spatial dynamics** and **environmental interaction** using **clean animation techniques**. Hallmark motifs include **multi-plane scrolling depth**, **clean spatial relationship clarity**, **kinetic energy visualization through animation**, **environmental interaction emphasis**, **realistic spatial scaling**, and **clean animation movement potential**. Period framing encompasses **action-driven narratives** with **spatial visual language** creating **kinetic animation storytelling** within **clean cel animation medium**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Clean animation precision weights** ranging **0.8-1.8 pt** based on **spatial depth** and **kinetic emphasis** while maintaining **clean animation line quality**. **No comic book illustration line work or over-rendered action effects**. **Environmental line work** shows **spatial precision** with **clean geometric construction**. **Color:** **Clean cel animation color schemes** at **75-85% saturation** with **spatial depth color coding** and **multi-plane atmospheric perspective**. **Clean color separation boundaries** without **comic book gradient effects** or **superhero illustration rendering**. **Environmental color layering** for **spatial depth clarity**. **Texture:** **Clean cel animation surface** with **spatial texture variation** and **multi-plane environmental detail**. **NO comic book illustration textures, superhero effects, or over-rendered action sequences**. **Clean animation fabric behavior** and **environmental surface accuracy**. **Detail hierarchy:** **Clean anime character proportions** with **athletic action-ready emphasis** and **spatial relationship awareness**. **Multi-plane environmental backgrounds** with **clean animation precision** and **spatial depth clarity**. **Character positioning** shows **natural environmental interaction**. **Material simulation:** **Clean cel animation production** with **spatial depth mastery** and **multi-plane environmental integration**. **Clean animation lighting** with **spatial logic** - **NO comic book effects or illustration rendering**. **Canvas Adaptation Anchor:** Clean animation composition utilizes spatial depth principles optimized for declared aspect ratio with kinetic energy emphasis within animation framework. **Renderer mapping hint:** Set stylization to 75-85%, chaos to 15-25%, CFG scale 10-14 for **clean animation precision** with **spatial depth mastery**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Action-ready clothing** with **clean animation rendering**, **movement-friendly cuts** and **practical styling**, **athletic proportions** supporting **dynamic activity** within **clean animation aesthetic**, ornament scale **1-2** (practical accessories, action gear); hair & makeup scale **0-1** (practical styling for **movement potential**); **athletic footwear** rendered in **clean animation style**.
+- **Adults (male-presenting):** **Action-oriented fashion** with **clean animation precision**, **athletic styling** and **practical design elements** within **animation framework**; accessories **0-2** pieces (action gear, practical items); **athletic readiness aesthetic** using **clean animation techniques**.
+- **Youth (girls/boys):** **Active wear** or **movement-friendly clothing** with **clean animation color application**; **athletic footwear** appropriate for **dynamic activity**; **practical styling** supporting **kinetic potential**.
+- **Fabric behavior:** **Clean animation fabric logic** with **realistic movement physics** and **athletic fabric behavior** rendered in **animation style**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [action equipment, athletic gear, dynamic tool, movement accessory, kinetic device]
+  occasional: [specialized action equipment, dynamic technology, athletic enhancement gear]
+  rare: [advanced action gear, kinetic mastery tool, dynamic specialization equipment]
+  micro: [action detail, movement indicator, athletic accessory, dynamic element]
+  exclusions:
+    - "no comic book superhero props inappropriate to clean animation"
+    - "no over-rendered objects that break animation aesthetic"
+  dependencies:
+    - "all props must be rendered in clean animation style"
+    - "action readiness and movement potential required"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "comic book illustration effects", "superhero gradient rendering", "over-rendered action sequences"; **NO comic book art style that breaks animation aesthetic**; **NO superhero illustration techniques inappropriate to animation medium**; **NO over-rendered effects that eliminate clean animation clarity**. **✅ Canvas Positives:** "exactly [declared ratio]", "clean kinetic animation"; **Clean cel animation precision** with **spatial depth mastery**; **Multi-plane environmental integration** within **animation framework**; **Kinetic energy potential** through **clean animation techniques**; **Spatial relationship clarity** with **environmental interaction**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 16:9 Action:** Kinetic horizontal emphasis with multi-plane action potential and clean animation depth
+- **For 3:4 Dynamic:** Dynamic vertical action with spatial depth integration and clean animation precision
+- **For 2:3 Vertical:** Vertical action emphasis with kinetic energy focus within animation framework
+
+**Staging:** Subjects positioned with **kinetic spatial emphasis** showing **action potential** and **environmental interaction** within **clean multi-plane animation environments**. **Background density:** **Multi-plane animation backgrounds** with **spatial depth precision** and **clean environmental integration**. **Surface Context Anchor:** Clean animation production surface appropriate to kinetic spatial storytelling **Ratio Enforcement Anchor:** Clean animation spatial dynamics extend naturally within declared ratio while maintaining kinetic character focus and environmental integration.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Wit Studio's clean animation approach; **omit all embedded text**. Wit Studio emphasizes **spatial storytelling** through **clean kinetic composition** and **multi-plane environmental integration**.
diff --git a/styles/anime/yoshiyuki_sadamoto.md b/styles/anime/yoshiyuki_sadamoto.md
new file mode 100644
index 0000000..e3ba9ab
--- /dev/null
+++ b/styles/anime/yoshiyuki_sadamoto.md
@@ -0,0 +1,122 @@
+---
+id: yoshiyuki_sadamoto_precision
+group: Anime
+movement: Gainax Technical Realism
+artist: Yoshiyuki Sadamoto
+display_name: Yoshiyuki Sadamoto - Experimental Dynamism
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  2:3 supports character design sheets, 3:4 fits illustration plates, and 16:9
+  frames technical scenes.
+modes:
+  - Technical portrait
+  - Psychological study
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: >-
+    Place the lead in confident stance while teammates or instrumentation flank
+    in softer focus.
+  identity_priority:
+    - gesture
+    - facial-planes
+    - hair-structure
+about: >
+  Yoshiyuki Sadamoto anchors Gainax aesthetics with disciplined draftsmanship,
+  realistic proportions, and thoughtful asymmetry. Eyes gleam with layered
+  rings, hair falls in believable clusters, and environments feel lived in.
+  MuseoMorph converts likenesses into that technical realism while keeping props
+  original and attire modest.
+hero_image: null
+---
+
+
+# Gainax Style - Experimental Dynamism (Yoshiyuki Sadamoto Focus)
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 technical portrait** or **16:9 professional scene** - ignore source image dimensions completely. **CRITICAL STYLE DOMINANCE:** Yoshiyuki Sadamoto's character design mastery overrides ALL photographic likeness and conventional anime simplification. **COMPLETE TECHNICAL PRECISION TRANSFORMATION REQUIRED.** **Redraw command:** "Transform subject into authentic **Yoshiyuki Sadamoto character design** for **exact format specification** - NOT photorealistic styling or generic anime." **Anti-Likeness Priority:** **NO photographic skin textures, bone structure proportions, or facial geometry.** **Completely redraw using Sadamoto's realistic anime proportions and technical precision.** Identity through **confident gesture and psychological depth only, NOT facial accuracy.** **Face-Treatment Flag:** `poster-ink` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `strict-reframe` **Maximum Technical Precision:** **Subject must look like hand-drawn Sadamoto character design, not person with anime filter.** **Complete medium conversion to technical anime realism with psychological depth.** **Mode Selector:** Choose [Sadamoto Character Design], [Technical Portrait], or [Psychological Study] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (technical character design emphasis)
+- **16:9** (professional environmental context)
+- **3:4** (traditional with technical precision)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with technical precision emphasis
+- **Spatial Allocation:** Subject positioned for professional competence display (confident positioning, technical environment integration)
+- **Background Treatment:** Lived-in technical environments with personal touches and realistic wear patterns
+- **Format Justification:** Sadamoto's professional character design requires precise framing that emphasizes technical competence and psychological authenticity
+
+## 3) Style Context & Material Authenticity
+
+Yoshiyuki Sadamoto's character design mastery (1962-present) established **realistic anime proportions** through **technical precision** and **psychological depth**. Production method emphasizes **hand-drawn technical accuracy** with **detailed anatomical understanding**, **sophisticated line control**, and **realistic human imperfection integration**. Purpose focuses on **mature character development** through **confident presentation** and **psychological authenticity**. Hallmark motifs include **sharp angular facial features with subtle asymmetries, realistic 7-8 head proportions, complex iris detail work, individual hair strand definition,** and **lived-in environmental integration**. Period framing encompasses **contemporary Japanese settings** with **technical precision** and **psychological realism** creating **authentic mature anime character design**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Technical precision weights** ranging **0.8-1.5 pt** for **sharp character definition** with **controlled, confident strokes** and **hand-drawn variation ±0.2pt** for organic authenticity; interior details **0.4-0.8 pt** emphasizing **angular facial structure** and **anatomical accuracy**. **Sharp, geometric accent lines** for **feature definition** with **subtle imperfection integration**. **Color:** **Realistic skin tone palette** at **75-85% saturation** with **subtle temperature variations** and **natural color shifts** across facial planes. Sadamoto signature approach: **complex iris coloring with multiple color rings and detailed radial patterns**, **realistic hair color variation**, **sophisticated clothing color coordination**. **Natural lighting interaction** with **realistic shadow casting**. **Eyes (ENHANCED SADAMOTO SPECIFICATIONS):** **Subtle almond shapes with realistic corners** - not rounded anime eyes. **Complex iris internal structure** with **multiple color rings** and **detailed radial patterns**. **3-4 strategic highlights** positioned at **different angles** for depth. **Realistic eye socket shadowing** with **subtle asymmetry**. **Hair Physics (CRITICAL):** **Individual strand definition** with **natural separation patterns**. **Realistic weight distribution** causing **slight asymmetrical fall**. **Hand-drawn texture irregularities** - not digital smoothness. **Natural movement suggesting** recent head movement. **Subtle messiness** and **realistic imperfection**. **Canvas Adaptation Anchor:** Technical precision composition optimized for declared aspect ratio, emphasizing professional competence within appropriate format. **Renderer mapping hint:** Set stylization to 75-85%, chaos to 15-25%, CFG scale 9-12 for **technical precision** with **organic authenticity**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Sophisticated contemporary clothing** with **technical design precision**, **practical hemlines** for **confident professional movement**, **structured necklines** with **collar or technical details**, **fitted sleeves** showing **natural arm definition**, ornament scale **1-2** (technical accessories, sophisticated jewelry, professional items); hair & makeup scale **1-2** (defined features with **natural imperfection**, technical precision); **practical sophisticated footwear**.
+- **Adults (male-presenting):** **Sharp tailoring** with **geometric design elements** and **realistic wear patterns**, **high-collar technical shirts** or **structured jackets**, **fitted pants** with **technical precision** and **natural fabric behavior**, **confident design choices** with **subtle asymmetrical elements**; jewelry **0-2** pieces (technical accessories, sophisticated items); **professional competence styling**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [technical device, professional manual, communication equipment, analytical tool, personal item]
+  occasional: [advanced interface, control device, research equipment, specialized gear]
+  rare: [prototype technology, command insignia, advanced technical device]
+  micro: [ID badge, personal token, technical accessory, cultural item]
+  exclusions:
+    - "no cute or childish items"
+    - "no generic sci-fi without realism"
+    - "choose-one: [technical device, professional tool, personal item]"
+  dependencies:
+    - "technical items require functional design logic"
+    - "personal items must reflect character psychology"
+    - "professional items match character competence and specialization"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:** "photorealistic preservation", "generic anime simplification", "sterile perfection"; **NO passive or weak character presentation**; **NO conventional anime tropes without psychological justification**; **NO uniform lighting or perfect environments**. **✅ Canvas Positives:** "exactly [declared ratio]", "technical precision character design"; **Sharp angular facial features** with **realistic asymmetries**; **Technical precision** with **human authenticity**; **Confident character presentation** with **psychological depth**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Portrait:** Technical character design emphasis with professional competence focus
+- **For 16:9 Scene:** Professional environmental integration with character psychological authenticity
+- **For 3:4 Traditional:** Classic format with Sadamoto's technical precision treatment
+
+**Staging:** Subjects positioned in **confident, technically precise poses** showing **professional competence** and **psychological authenticity** with **natural human warmth**. **Background density:** **Lived-in technical environments** with **personal touches** and **usage wear patterns**. **Atmospheric lighting variation** - not uniform corporate illumination. **Surface Context Anchor:** Technical animation production surface appropriate to professional character design **Ratio Enforcement Anchor:** Professional technical environments extend naturally within declared ratio while maintaining character psychological focus.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Sadamoto's character design approach for static portraits; **omit all embedded text**. Sadamoto emphasizes **pure technical character design** and **psychological visual storytelling**.
+
+---
+
diff --git a/styles/dutch_golden_age/frans_hals_alla_prima_vigor.md b/styles/dutch_golden_age/frans_hals_alla_prima_vigor.md
new file mode 100644
index 0000000..e4dbabe
--- /dev/null
+++ b/styles/dutch_golden_age/frans_hals_alla_prima_vigor.md
@@ -0,0 +1,145 @@
+---
+id: frans_hals_alla_prima_vigor
+group: Dutch Golden Age
+movement: Haarlem Lively Portraiture
+artist: Frans Hals
+display_name: Frans Hals — Alla Prima Portrait Vigor
+style_scope: single-artist
+ratios:
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Hals staged his animated sitters on vertical 3:4 canvases that leave space for
+  gesturing hands and tilted hats.
+modes:
+  - Animated Portrait
+  - Alla Prima Study
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Frans Hals painted like a jazz solo—loaded brush, one-take bravado, and
+  laughter still wet on the canvas. His Haarlem patrons appear mid-toast,
+  mid-song, mid-life. MuseoMorph channels that bravura while inventing new
+  revelers and tavern props.
+hero_image: null
+---
+
+# Frans Hals Oil Painting Prompt - Dutch Golden Age Master of Alla Prima
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** - ignore source image dimensions completely. Redraw in **Frans Hals alla prima technique circa 1610-1666** for **classical portrait format**. Identity via silhouette/gesture/expression with characteristic vitality and movement. **IP Safeguard Declaration:** Create original portrait design avoiding copyrighted elements appropriate to 17th-century Dutch painting style. **Face-Treatment Flag:** `alla-prima-direct` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `adaptive-extend` **Style Dominance:** Frans Hals' revolutionary loose brushwork and spontaneous vitality supersedes photographic accuracy. **Mode Selector:** gallery portrait
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `3:4` (classical portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with dynamic atmospheric background
+- **Spatial Allocation:** Subject positioned dynamically with 15-degree tilt, avoiding static centering
+- **Background Treatment:** Extend neutral grey-brown atmosphere with loose, gestural brushwork to fill 3:4 ratio
+- **Format Justification:** 3:4 ratio optimal for Hals' animated portrait style, allowing full gestural expression and dynamic pose within traditional proportions
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Dutch Golden Age bourgeois portraiture, revolutionary alla prima technique, Spanish masters encountered in Antwerp (Rubens influence)
+- **Medium/Production method:** Oil on canvas with immediate direct painting - minimal underpainting, alla prima execution with quick decisive brushstrokes, chalk/pink grey undercoat for luminosity
+- **Thematic purpose:** Capture living personality and social vitality of Dutch merchant class through dynamic brushwork
+- **3-5 hallmark motifs:** Lightning-fast visible brushstrokes, warm flesh tones with vivid touches, blue-green shadow passages, candid animated expressions, loose gestural clothing treatment with fabric suggestion rather than detail
+- **Period framing:** Dutch Republic Golden Age 1610-1666, Protestant merchant culture, Haarlem civic guard society
+- **Tone Tag:** spirited-animated
+- **Production Era Authenticity:** 17th-century Dutch alla prima methods with immediate wet-on-wet application, minimal drying time between applications
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Line quality:** Minimal initial drawing with brush and thin brown paint, emphasis on direct paint application with loaded brush techniques
+- **Color mixing methods:** Wet-on-wet blending, quick color suggestions rather than precise mixing, earth palette with vivid accent touches
+- **Texture thickness:** Varied impasto - thin in shadows (1-2mm), moderate loading in lights (2-4mm), visible brush hair marks and directional strokes
+- **Edge treatment:** Broken, lost-and-found edges with atmospheric dissolution, sharp accents only in focal areas
+- **Stroke economy:** Maximum expression with minimum brushstrokes, loaded brush technique, confident single-pass application
+- **Surface depth:** Minimal grey-pink underpainting showing through, immediate paint application creating optical mixing
+- **Detail hierarchy:** 95% energy in facial expression and gesture, 40% detail in clothing (suggested fabric rather than rendered), 20% background completion
+- **Material simulation:** Authentic alla prima oil characteristics - wet-into-wet blending, spontaneous mark-making, visible painting process
+
+**Pose Anchors:** Head animated tilt 10-20 degrees, shoulder-hip rotation creating dynamic line, hand gestures mid-motion, weight shift suggesting movement
+
+**Scale Hierarchy Anchor:** Natural proportions with emphasis on expressive features - eyes 120% intensity through brushwork energy, hands 110% gestural presence
+
+**Material Authenticity Anchor:** Surface exhibits genuine alla prima characteristics - visible brush loading, wet-blend transitions, spontaneous mark confidence
+
+**Period Consistency Anchor:** All technical elements match documented Hals methods - quick execution, minimal underpainting, direct color application
+
+**Production Method Anchor:** Authentic alla prima wet-on-wet technique with single-session energy and paint handling confidence
+
+**Canvas Adaptation Anchor:** Dynamic composition optimized for 3:4 portrait format with animated pose suited to vertical emphasis
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:** 17th-century Dutch merchant class attire with period-accurate construction but loose, lived-in presentation **Fabric behavior:** Natural fabric drape and movement - silk with lustrous highlights, wool with soft texture, linen collars with casual positioning rather than stiff formality **Accessory caps:** Minimalist 1-2 items - white lace collar, simple hat OR modest jewelry with period metalwork **Color palette:** Hals' characteristic range - warm flesh tones, earth browns, vivid accent colors (vermillion, yellow ochre), blue-green shadows, crisp whites **Wardrobe variation required:** Rich costume variety - black doublets with lace, colorful slashed sleeves, casual outdoor wear, avoiding repetitive formal poses **Props:** Single dynamic prop - musical instrument OR glass/cup OR letter (total ≤1) suggesting animation and social activity
+
+**YAML prop pools:**
+
+```yaml
+musical:
+  - lute with visible strings
+  - simple flute or recorder
+  - sheet music with visible notes
+social:
+  - wine glass half-raised
+  - ceramic jug or tankard
+  - playing cards in hand
+scholarly:
+  - letter being read
+  - small book held casually
+  - writing quill in motion
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "static formal pose", "meticulous detail rendering", "smooth blended finish", "photographic precision", "tight controlled brushwork"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly 3:4 ratio", "recomposed for classical portrait format", "authentic alla prima technique", "visible confident brushstrokes", "wet-on-wet paint application", "spontaneous energetic execution", "Frans Hals characteristic looseness"
+
+**Vocabulary warnings:** Avoid "polished", "refined", "detailed", "finished" - emphasize "spontaneous", "vigorous", "animated", "confident", "loose"
+
+------
+## 7) Composition & Lighting Patterns
+
+**PORTRAIT RATIO COMPOSITION (3:4):** Vertical emphasis with dynamic subject placement ≥70%, animated staging avoiding rigid symmetry
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Slight foreshortening creating dynamic presence, avoiding flat frontal presentation
+- **Grid/symmetry:** Asymmetrical dynamic balance with energetic pose lines
+- **Figure:ground %:** 75% figure dominance, 25% atmospheric background with loose neutral tones
+- **Density %:** 90% energy in upper two-thirds, optimized for immediate viewing impact at 4-foot distance
+- **Lighting logic:** Natural daylight from window source, creating warm flesh modeling with blue-green shadow passages
+- **Detail:negative space:** 80% expressive brushwork in focal areas, 20% atmospheric suggestion maintaining 3:4 vertical flow
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Prepared canvas with minimal grey-pink ground showing through paint layers
+- **Frame/Band Anchor:** Omit entirely - pure alla prima painted surface without decorative elements
+- **Production Context Anchor:** 17th-century Haarlem studio methods with direct daylight and immediate oil technique
+- **Ratio Enforcement Anchor:** Dynamic composition designed specifically for 3:4 portrait format emphasizing animated character
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit
+
+Typography omitted entirely - pure alla prima painted surface without text elements, following Hals' portrait conventions focusing on pure painterly expression.
diff --git a/styles/dutch_golden_age/johannes_vermeer_optical_domestic.md b/styles/dutch_golden_age/johannes_vermeer_optical_domestic.md
new file mode 100644
index 0000000..a4060a3
--- /dev/null
+++ b/styles/dutch_golden_age/johannes_vermeer_optical_domestic.md
@@ -0,0 +1,260 @@
+---
+id: johannes_vermeer_optical_domestic
+group: Dutch Golden Age
+movement: Delft Optical Genre Painting
+artist: Johannes Vermeer
+display_name: Johannes Vermeer — Optical Domestic Interiors
+style_scope: single-artist
+ratios:
+  - '3:4'
+  - '4:5'
+  - '5:4'
+ratios_status: provisional
+ratios_notes: >
+  Vermeer’s documented canvases span intimate 3:4 and 4:5 portraits, with
+  broader 5:4 rooms when the virginal or map demands more width.
+modes:
+  - Domestic Interior
+  - Optical Portrait
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Johannes Vermeer bathed modest Delft rooms in camera-obscura light—lapis
+  underpaint, pointillé sparkles, and window-cooled silence. His compositions
+  balance everyday gestures with optical magic. MuseoMorph keeps that luminous
+  hush while swapping in fresh households, maps, and props.
+hero_image: null
+---
+
+# Johannes Vermeer Museum-Grade Prompt Framework v1.0
+
+**Version:** 1.0
+ **Purpose:** A comprehensive scaffold for generating authentic Vermeer-style paintings based on documented 17th-century Dutch Golden Age techniques, materials, and optical methods.
+
+------
+
+## 🔧 Vermeer-Specific Renderer Configuration
+
+- **Canvas Override Mandate:** Always recompose to exact Vermeer proportions - ignore source dimensions
+- **Optical Authority:** Camera obscura effects take precedence over conventional painting logic
+- **Material Authenticity:** Hand-ground pigments bound with linseed oil on prepared canvas only
+- **Light Dominance:** Northern window light controls all modeling and shadow placement
+- **Ultramarine Priority:** Natural lapis lazuli blue (most expensive pigment) used abundantly as underpainting
+- **Pointillé Authorization:** Globular light dots mandatory for specular highlights
+- **Face-Treatment Flag:** `oil-fat-over-lean` with `glazing-layers-buildup`
+- **Pose Flag:** `candid-motion` or `psychological-tension`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Process-Over-Result:** 17th-century Netherlands painting methods supersede visual description
+
+------
+
+## 📋 Vermeer Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[ratio]** using Vermeer's documented proportions
+- Redraw in **Dutch Golden Age domestic interior style** for **intimate genre painting**
+- Identity via gesture, fabric drape, and lighting rather than facial detail
+- **IP Safeguard Declaration:** Original 17th-century Dutch domestic scene avoiding copyrighted elements
+- **Optical Enhancement:** Camera obscura viewing effects implemented throughout
+- Face-Treatment: `oil-fat-over-lean` with `glazing-layers-buildup`
+- Pose: `candid-motion` (daily activities) or `psychological-tension` (contemplative moments)
+- Canvas Control: `adaptive-extend`
+- **Style Dominance:** Vermeer's documented techniques override all contemporary methods
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION (Vermeer-documented formats):**
+
+**PRIMARY VERMEER RATIOS:**
+
+- `3:4` (Woman Holding a Balance, Girl with Pearl Earring) - intimate portrait mode
+- `4:5` (The Milkmaid, Girl with Red Hat) - close domestic scenes
+- `4:3` (The Art of Painting, Officer and Laughing Girl) - room interiors
+- `5:4` (Music Lesson, Lady Standing at Virginal) - horizontal room scenes
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-interior-architecture with period-appropriate elements
+- **Spatial Allocation:** Subject placement according to Vermeer's documented compositions
+- **Background Treatment:** Delft interior walls with warm buff ground visible
+- **Format Justification:** Chosen ratio serves intimate Dutch domestic interior tradition
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Northern European naturalism, Utrecht Caravaggisti chiaroscuro, Delft perspective traditions
+- **Medium/Production:** Oil on canvas with chalk-lead-white-umber ground preparation, linseed oil binding
+- **Thematic Purpose:** Capture transient domestic moments with supernatural luminosity
+- **Hallmark Motifs:**
+  - Northern window light (single-source illumination from upper left)
+  - Ultramarine-blue fabric modeling with 3-5mm paint thickness
+  - Pointillé highlights (2-4mm globular white paint dots on reflective surfaces)
+  - Delft floor tiles with 15-20% visible aged ground between pigment areas
+  - Maps, musical instruments, and domestic vessels as cultural markers
+- **Period Framing:** Dutch Golden Age domestic interior, c. 1650-1670
+- **Tone Tag:** Contemplative-luminous with optical precision
+
+------
+## 4) Technical Method & Mark-Making
+
+**CANVAS PREPARATION (Required Foundation):**
+
+- Ground layer: chalk + lead-white + linseed oil + raw umber (warm buff tone)
+- Canvas weave: medium-weight linen with visible texture through thin paint areas
+- Double ground application where color adjustment needed
+
+**UNDERPAINTING SEQUENCE:**
+
+- Initial sketch: transparent dark brown (burnt umber + oil) for composition outline
+- Dead coloring: monochrome brown modeling to establish light/shadow structure
+- Flesh underpainting: red lake mixture for warm undertones
+- Ultramarine undercoating: expensive lapis lazuli blue beneath earth colors for chromatic harmony
+
+**WORKING-UP TECHNIQUE:**
+
+- Fat-over-lean oil application (increasing oil content in successive layers)
+- Limited daily palette: 3-5 hand-ground pigments per session
+- Wet-into-wet blending for atmospheric effects
+- Brush handle scratching to reveal under-layers for texture
+
+**OPTICAL EFFECTS:**
+
+- Camera obscura characteristics: exaggerated size relationships, shallow depth of field
+- Circles of confusion: unfocused highlights rendered as soft glowing orbs
+- Pointillé technique: 2-4mm white paint drops applied wet-into-wet for specular highlights
+- Halation effects: light diffusion around bright objects
+
+**PIGMENT SPECIFICATIONS:**
+
+- **Natural Ultramarine:** Pure lapis lazuli, hand-ground, used abundantly for underpainting and blue elements
+- **Lead-tin Yellow:** Bright, durable yellow for illuminated fabrics
+- **Vermilion:** Mercury sulfide red for warm accents
+- **Madder Lake:** Transparent red glaze for fabric shadows and flesh warmth
+- **Lead White:** Titanium-free historic white for highlights and mixing
+- **Raw Umber:** Earth brown for sketching and warm shadows
+- **Ivory Black:** Bone char black, limited use
+
+**GLAZING TECHNIQUE:**
+
+- Transparent color layers over dried underpainting
+- Madder lake glazes over ultramarine for purple effects
+- Natural ultramarine glazes for deepening blues
+- Oil-to-pigment ratio optimized for transparency
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**AUTHENTIC PERIOD WARDROBE:**
+
+- **Women:** Linen caps/head coverings, wool bodices with lacing, linen chemises, wool skirts
+- **Men:** Doublets, breeches, linen shirts, felt hats, leather shoes
+- **Fabric Physics:** Wool drape (heavy vertical fall), linen texture (visible weave), silk sheen (light reflection)
+- **Construction Methods:** Hand-sewn seams, bone or wooden buttons, tied lacings
+- **Color Palette:** Indigo blues, madder reds, weld yellows, natural white linens, umber browns
+
+**AUTHENTIC DUTCH PROPS (Maximum 2):**
+
+```yaml
+Musical_Instruments: [virginal, lute, recorder, sheet_music]
+Domestic_Vessels: [ceramic_pitcher, pewter_plates, glass_wine_roemer, delft_blue_bowl]
+Reading_Materials: [leather_bound_books, letters, maps, documents]
+Textile_Work: [lace_pillow, sewing_basket, thread_spools, embroidery_frame]
+Lighting: [brass_candlestick, oil_lamp, lantern]
+Furniture: [oak_chair, persian_carpet, table_covering]
+```
+
+**COLOR AUTHENTICITY:** All pigments must be period-available: no chromium, cadmium, or synthetic colors
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives (Anti-Modern Elements):**
+
+- "contemporary fashion", "modern lighting", "electric illumination", "synthetic pigments"
+- "harsh shadows", "multiple light sources", "photographic depth of field"
+- "smooth paint surface", "airbrush effects", "digital perfection"
+- "bright primary colors", "saturated hues", "poster paint appearance"
+
+**✅ Canvas Positives (Required Vermeer Elements):**
+
+- "exactly [declared ratio]", "Dutch Golden Age proportions", "intimate domestic scale"
+- "northern window light", "camera obscura depth effects", "optical viewing characteristics"
+- "hand-ground pigment texture", "visible brush marks in thick passages", "glazing transparency"
+- "ultramarine underpainting", "pointillé highlights", "warm ground tone visible"
+- "17th-century Netherlands interior authenticity", "period-accurate materials only"
+
+------
+## 7) Composition & Lighting Patterns
+
+**VERMEER-SPECIFIC SPATIAL RULES:**
+
+**LIGHTING LOGIC (Mandatory):**
+
+- Single northern window as primary light source (upper left quadrant)
+- Gradual light falloff creating atmospheric perspective
+- Cast shadows following documented angle (45-60 degrees from window)
+- Reflected light from walls creating secondary illumination
+
+**INTERIOR ARCHITECTURE:**
+
+- Delft domestic interior with plastered walls
+- Visible structural elements: ceiling beams, window frames, floor tiles
+- Wall color: warm buff tone (ground layer visible through thin paint)
+- Floor: geometric tile patterns with perspective accuracy
+- Windows: leaded glass with realistic light transmission
+
+**FIGURE COMPOSITION:**
+
+- Subject placement respecting camera obscura proportional relationships
+- Foreground figures significantly larger than background elements
+- Shallow depth of field with selective focus areas
+- Balance between figure dominance (60-70%) and environmental context
+
+**OPTICAL PERSPECTIVE:**
+
+- Camera obscura viewing characteristics: compressed tonal range
+- Exaggerated size relationships from optical projection
+- Subtle optical distortions at frame edges
+- Atmospheric perspective through tonal gradation
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Interior plaster walls with warm undertone
+- **Light Source:** Northern window with period-accurate glass and leading
+- **Floor Treatment:** Geometric tiles with mathematical perspective accuracy
+- **Atmospheric Depth:** Gradual tonal compression from foreground to background
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**TEXT INTEGRATION POLICY:** Minimal and period-authentic only
+
+**IF TEXT PERMITTED:**
+
+- **Historical Accuracy:** Latin inscriptions, Dutch phrases, or musical notation only
+- **Period Typography:** Hand-lettered script or carved inscriptions appropriate to 1650-1670
+- **Integration Method:** Text as painted elements within the scene (book pages, letters, maps)
+- **Placement:** Never dominant, always supporting compositional elements
+- **Material Authenticity:** Ink/paint rendering consistent with period methods
+
+**DECORATIVE ELEMENTS:**
+
+- Wall maps with period-accurate cartography and hand-coloring
+- Paintings-within-paintings showing contemporary artistic styles
+- Musical notation on authentic period compositions
+- Ceramic decorations with Delft blue-and-white patterns
+- Persian carpet motifs with authentic weaving patterns
+
+**HISTORICAL VALIDATION:**
+
+- All decorative elements documented from 17th-century Netherlands sources
+- No anachronistic symbols, text, or imagery
+- Cultural authenticity maintained throughout
+
+------
diff --git a/styles/dutch_golden_age/rembrandt_chiaroscuro_portrait.md b/styles/dutch_golden_age/rembrandt_chiaroscuro_portrait.md
new file mode 100644
index 0000000..5820803
--- /dev/null
+++ b/styles/dutch_golden_age/rembrandt_chiaroscuro_portrait.md
@@ -0,0 +1,143 @@
+---
+id: rembrandt_chiaroscuro_portrait
+group: Dutch Golden Age
+movement: Dutch Golden Age Portraiture
+artist: Rembrandt van Rijn
+display_name: Rembrandt van Rijn — Chiaroscuro Portrait Mastery
+style_scope: single-artist
+ratios:
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Rembrandt’s psychological portraits lock into a 3:4 vertical, perfect for the
+  single window and steep shadow drop he favored.
+modes:
+  - Gallery Portrait
+  - Psychological Study
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Rembrandt carved faces out of darkness with impasto light and umber glazes,
+  letting every wrinkle broadcast a life lived. His Amsterdam studio prized
+  empathy over polish. We follow that chiaroscuro ritual while inventing sitters
+  and regalia from the same gilded age.
+hero_image: null
+---
+
+# Rembrandt van Rijn Oil Painting Prompt - Dutch Golden Age Master
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** - ignore source image dimensions completely. Redraw in **Dutch Golden Age oil painting technique circa 1630-1669** for **classical portrait format**. Identity via silhouette/gesture/expression. **IP Safeguard Declaration:** Create original portrait design avoiding copyrighted elements appropriate to 17th-century Dutch painting style. **Face-Treatment Flag:** `oil-fat-over-lean` **Pose Flag:** `psychological-tension` **Canvas Control Flag:** `adaptive-extend` **Style Dominance:** Rembrandt's revolutionary chiaroscuro and impasto technique supersedes photographic accuracy. **Mode Selector:** gallery portrait
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `3:4` (classical portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with atmospheric background
+- **Spatial Allocation:** Subject positioned in upper two-thirds with dramatic lighting from left
+- **Background Treatment:** Extend warm, neutral brown-grey atmospheric depth to fill 3:4 ratio
+- **Format Justification:** 3:4 ratio matches Rembrandt's preferred portrait proportions, allowing psychological intimacy while accommodating his signature dramatic lighting scheme
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Dutch Golden Age portraiture, Caravaggio's chiaroscuro, Titian's impasto innovations
+- **Medium/Production method:** Oil on canvas with double-ground preparation - reddish-brown base layer beneath lighter topcoat of lead white mixed with umber, creating reddish-gray surface optimal for chiaroscuro effects
+- **Thematic purpose:** Psychological penetration and emotional truth through masterful light manipulation
+- **3-5 hallmark motifs:** Dramatic single-source lighting (150% contrast ratio), thick impasto highlights (3-5mm paint thickness), transparent shadow glazes, warm earth-tone palette dominance, penetrating psychological gaze
+- **Period framing:** Dutch Republic 1630-1669, Protestant Reformation context, bourgeois patronage system
+- **Tone Tag:** contemplative-intense
+- **Production Era Authenticity:** 17th-century Dutch oil painting methods with hand-ground pigments, linseed oil medium, canvas preparation using traditional chalk/quartz grounds
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Line quality:** Invisible drawing foundation with brown oil paint underdrawing, fluid brushwork varying from precise detail to loose atmospheric treatment
+- **Color mixing methods:** Alla prima in lights, glazing technique in shadows, limited palette of earth tones (burnt sienna, raw umber, yellow ochre) with lead white and vermilion accents
+- **Texture thickness:** Heavy impasto in highlights (3-5mm) created with lead white and lead-tin yellow, smooth glazed shadows using transparent browns
+- **Edge treatment:** Lost and found edges with soft atmospheric transitions, sharp light-shadow boundaries
+- **Stroke economy:** Economic brushwork with loaded bristle brushes, palette knife texture in thick passages
+- **Surface depth:** Double-ground canvas preparation creating middle-tone working surface, glazes over dried impasto for optical depth
+- **Detail hierarchy:** Sharp focus on facial features and hands (90% detail concentration), atmospheric dissolution in backgrounds (30% detail)
+- **Material simulation:** Authentic oil paint characteristics - slow drying, translucent glazes, opaque impastos
+
+**Pose Anchors:** Head tilted 15 degrees, shoulder-hip angle differential 25 degrees, weight distribution 70% to one side, contemplative hand gesture with visible tension
+
+**Scale Hierarchy Anchor:** Natural proportions with subtle psychological emphasis - eyes 110% intensity, hands 105% presence
+
+**Material Authenticity Anchor:** Surface exhibits genuine oil paint characteristics - visible brushstrokes in impasto, smooth blending in flesh tones, crackling patterns in aged paint film
+
+**Period Consistency Anchor:** All technical elements match documented 17th-century Dutch methods - ground preparation, pigment selection, application techniques
+
+**Production Method Anchor:** Traditional oil painting methods including fat-over-lean principle, glazing over impasto, heat-bodied oil medium
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 portrait format with single-source lighting scheme designed for vertical emphasis
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:** 17th-century Dutch adult attire with period-accurate construction **Fabric behavior:** Heavy wool and silk with natural drape, linen collars with crisp folding, rich velvet with deep pile texture showing authentic weaving patterns **Accessory caps:** Minimalist 1-2 items - white linen collar, simple jewelry with period metalwork **Color palette:** Restricted to earth tones and deep jewel colors available in 17th-century Holland - burnt umber, raw sienna, deep crimson, ivory white, charcoal black **Wardrobe variation required:** Rich brown doublet with white linen collar, avoiding repeated color schemes **Props:** Single prop - leather-bound book OR ornate goblet (total ≤1) with authentic 17th-century craftsmanship
+
+**YAML prop pools:**
+
+```yaml
+scholarly:
+  - leather-bound folio with brass clasps
+  - quill pen with ink pot
+  - rolled parchment with red wax seal
+domestic:
+  - silver chalice with engraved surface
+  - ornate brass candlestick
+  - carved wooden cross
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "modern photographic lighting", "digital smoothing effects", "contemporary costume elements", "synthetic paint appearance"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly 3:4 ratio", "recomposed for classical portrait format", "authentic 17th-century Dutch oil technique", "hand-ground pigment appearance", "traditional canvas preparation visible", "period-accurate chiaroscuro lighting"
+
+**Vocabulary warnings:** Avoid "smooth", "perfect", "modern", "photographic", "digital" - emphasize "painterly", "atmospheric", "luminous", "psychological"
+
+------
+## 7) Composition & Lighting Patterns
+
+**PORTRAIT RATIO COMPOSITION (3:4):** Vertical emphasis with subject dominance ≥75%, hierarchical staging optimized for intimate viewing distance
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Single-point perspective with atmospheric perspective in backgrounds, following Dutch Golden Age conventions
+- **Grid/symmetry:** Informal triangular composition with psychological weight, avoiding rigid mathematical placement
+- **Figure:ground %:** 75% figure presence, 25% atmospheric background with warm brown-grey tones
+- **Density %:** 85% detail concentration in upper two-thirds, optimized for 3-foot viewing distance
+- **Lighting logic:** Single dramatic light source from upper left at 45-degree angle, creating 60% shadow area with transparent glazes
+- **Detail:negative space:** 70% detailed rendering in focal areas, 30% atmospheric dissolution maintaining 3:4 vertical emphasis
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Prepared linen canvas with traditional double-ground surface showing authentic texture
+- **Frame/Band Anchor:** Omit entirely - pure painterly surface without decorative borders
+- **Production Context Anchor:** 17th-century Dutch studio methods with natural daylight and oil paint medium
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 portrait format with vertical lighting emphasis
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit
+
+Typography omitted entirely - pure painted surface without text elements, following traditional Dutch portrait conventions.
+
+---
diff --git a/styles/european_comics/albert_uderzo_asterix.md b/styles/european_comics/albert_uderzo_asterix.md
new file mode 100644
index 0000000..0faa993
--- /dev/null
+++ b/styles/european_comics/albert_uderzo_asterix.md
@@ -0,0 +1,116 @@
+---
+id: albert_uderzo_asterix
+group: European Comics
+movement: Franco-Belgian Historical Comedy
+artist: Albert Uderzo
+display_name: Albert Uderzo — Gallic Adventure Cartoon
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Uderzo’s Asterix covers stick to 2:3, hero portraits compress into 3:4, and
+  large battle panoramas stretch to 16:9.
+modes:
+  - Gallic Cartoon Character
+  - Adventure Scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Albert Uderzo codified Gallic bravado with bulbous noses, elastic poses, and
+  richly researched villages. His line keeps Disney snap but layers in
+  archaeological detail and comedic timing. We channel that historic whimsy
+  while inventing fresh quests and keeping the potion a safe abstraction.
+hero_image: null
+---
+
+
+# Albert Uderzo (Asterix) Style
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 Asterix album format** or **3:4 character portrait** - ignore source image dimensions completely. **CRITICAL CARTOON CHARACTER DOMINANCE:** Albert Uderzo's cartoon character mastery overrides ALL photorealistic facial features, realistic human anatomy, and naturalistic proportions. **COMPLETE CARTOON CHARACTER TRANSFORMATION WITH EXAGGERATED FEATURES REQUIRED.** **Redraw command:** "Transform subject into authentic **Albert Uderzo cartoon character design** for **exact format specification** - NOT photorealistic faces, realistic human proportions, or naturalistic anatomy." **Anti-Photorealistic Priority:** **NO realistic facial bone structure, human skin textures, or photographic facial proportions that eliminate cartoon character exaggeration.** **Completely redraw using Uderzo's cartoon proportions with bulbous noses, distinctive mustaches, and exaggerated character features.** Identity through **cartoon character archetype and distinctive Gallic silhouette ONLY, NOT facial accuracy.** **Face-Treatment Flag:** `painterly-contour` **Pose Flag:** `power-stance` **Canvas Control Flag:** `adaptive-extend` **Cartoon Character Medium Enforcement:** **Subject must look like Uderzo cartoon character with exaggerated proportions and Franco-Belgian sophistication, not human with cartoon filter.** **Complete conversion to cartoon character medium with distinctive Gallic features.** **Mode Selector:** Choose [Gallic Cartoon Character] or [Adventure Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (Asterix album standard)
+- **3:4** (character portrait focus)
+- **16:9** (epic adventure landscape)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with detailed adventure environmental expansion
+- **Spatial Allocation:** Subject positioned for maximum character impact (heroic positioning with detailed environmental context)
+- **Background Treatment:** Extend sophisticated ancient environments (Gallic villages, Roman architecture, historical landscapes) with atmospheric depth and research accuracy
+- **Format Justification:** Uderzo's Franco-Belgian tradition requires precise framing supporting character development and adventure storytelling with historical sophistication
+## 3) Style Context & Material Authenticity
+
+Albert Uderzo's masterful approach (1959-2011) established **Gallic adventure excellence** through **sophisticated character design** and **detailed environmental integration**. Production method emphasizes **precise line work mastery** with **Disney animation influence evolved**, **detailed background research**, **expressive character development**, and **Franco-Belgian storytelling excellence**. Purpose focuses on **adventure storytelling** through **character personality** and **historical cultural integration**. Hallmark motifs include **Asterix and Obelix's distinctive character designs with personality-driven features**, **detailed Roman and Gallic architecture**, **expressive crowd scenes with individual character development**, **sophisticated color harmony supporting story mood**, **dynamic action poses with anatomical accuracy**, and **historical research elements integrated with fantasy adventure**. Period framing encompasses **ancient Gaul and Roman Empire** with **Franco-Belgian sophistication** creating **character-driven historical adventure**. **Tone Tag:** Sophisticated Gallic adventure.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Franco-Belgian cartoon precision** with **variable character-defining weights** ranging **0.8-2.0 pt** based on **cartoon feature hierarchy**; **Uderzo character characteristics**: **bulbous noses with defining curves**, **distinctive mustache line work**, **expressive cartoon eyes with personality**, **exaggerated facial proportions**. **Individual character definition** through **distinctive cartoon features**. **Color:** **Rich Franco-Belgian cartoon palette** at **85-95% saturation** with **character personality color coding**. **Uderzo cartoon colors**: **Gallic village earth tones (#8b4513)**, **Roman armor red (#dc2626)**, **character costume variety**, **distinctive hair colors (blonde, red, brown)**. **Cartoon lighting logic** rather than realistic illumination. **Texture:** **Franco-Belgian cartoon surface quality** with **character-specific texture indication**. **Uderzo cartoon details**: **mustache texture definition**, **costume pattern indication**, **environmental cartoon textures**, **distinctive character surface variety**. **Detail hierarchy:** **Cartoon character features maximally distinctive** - **individual nose shapes and sizes**, **unique mustache styles per character**, **expressive cartoon eyes with personality differences**, **distinctive silhouettes readable from distance**. **Historical props** rendered with **cartoon functionality** and **adventure story integration**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Ancient Gallic styling** with **historical research accuracy** and **character personality integration**, **period costume design** with **cultural authenticity** and **adventure practicality**, **Celtic and Roman clothing elements** showing **historical foundation** and **character development**, ornament scale **2-3** (period jewelry, cultural accessories, character elements); hair & makeup scale **2** (period styling with **character personality emphasis**); **historical footwear** with **cultural accuracy**.
+- **Adults (male-presenting):** **Gallic warrior styling** with **character personality emphasis**, **historical costume accuracy** with **adventure functionality** and **cultural authenticity**, **Celtic and Roman elements** including **armor, tunics, cloaks, accessories**; accessories **2-3** pieces (historical weapons, cultural items, character props); **adventure warrior aesthetic** with **historical foundation**.
+- **Fabric behavior:** **Sophisticated fabric physics** with **historical accuracy** and **environmental interaction** showing **adventure conditions** and **period authenticity**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through historical palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [magic potion cauldron, Gallic shield, Roman helmet, wild boar, ancient scroll]
+  occasional: [menhir stone, Roman standard, Celtic torque, amphora, ancient coin]
+  rare: [druid's golden sickle, Roman chariot, tribal artifact, sacred mistletoe, ancient treasure]
+  micro: [potion vial, Roman medal, Celtic symbol, ancient bead, tribal marking]
+  exclusions:
+    - "no anachronistic items inappropriate to ancient period"
+    - "no simplified objects that break historical research accuracy"
+  dependencies:
+    - "historical items require research accuracy and cultural authenticity"
+    - "adventure elements must support character development and story integration"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "simplified cartoon techniques", "amateur line work", "flat character rendering", "modern anachronisms"; **NO amateur art that eliminates sophisticated character development**; **NO simplified backgrounds that lack environmental research**; **NO flat coloring that breaks Franco-Belgian sophistication**. **✓ Canvas Positives:** "exactly [declared ratio]", "Uderzo character mastery"; **Sophisticated character design** with **personality development**; **Historical research accuracy** with **environmental authenticity**; **Franco-Belgian line work excellence** with **adventure atmosphere**; **Cultural integration** with **character story support**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Album:** Character prominence with sophisticated environmental support and adventure focus
+- **For 3:4 Portrait:** Character focus with Uderzo's personality development and cultural context
+- **For 16:9 Epic:** Adventure panorama with character integration and environmental research mastery
+
+**Staging:** Subjects positioned within **sophisticated adventure scenarios** showing **character development** and **historical authenticity** in **detailed ancient environments**. **Camera/perspective:** **Adventure-focused angles** supporting **character personality** and **environmental storytelling excellence**. **Background density:** **Detailed historical environments** with **research-based atmospheric effects** and **cultural environmental quality**. **Surface Context Anchor:** Franco-Belgian illustration surface appropriate to sophisticated adventure storytelling **Ratio Enforcement Anchor:** Adventure environments extend naturally within declared ratio while maintaining character development focus and historical research excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for Franco-Belgian comic tradition; **allow embedded text** for **adventure storytelling purposes**.
+
+**Ratio-Appropriate Zones:** Adventure composition optimized for declared aspect ratio with **character dialogue integration**
+
+**Copy limits:** ≤5 words/line for **adventure dialogue**, ≤6 speech balloons positioned within **sophisticated composition**
+
+**Font recommendation:** **Closest Google Font: Open Sans (comic clarity analog, 85%). Better: Franco-Belgian fonts appropriate to adventure comic excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Album mode:** mandatory text integration, character > adventure hierarchy, Franco-Belgian typography
+- **Portrait mode:** optional character expression integration
+- **Epic mode:** environmental text supporting adventure scope and character development
+
+**Historical accuracy:** fonts must support adventure comic tradition without breaking historical authenticity.
+
+------
diff --git a/styles/european_comics/enki_bilal_painterly_decay.md b/styles/european_comics/enki_bilal_painterly_decay.md
new file mode 100644
index 0000000..e16786e
--- /dev/null
+++ b/styles/european_comics/enki_bilal_painterly_decay.md
@@ -0,0 +1,123 @@
+---
+id: enki_bilal_painterly_decay
+group: European Comics
+movement: Franco-Belgian Graphic Novels
+artist: Enki Bilal
+display_name: Enki Bilal — Dystopian Painterly Realism
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Bilal paints album covers around the 2:3 poster standard, frames political
+  portraits in 3:4, and stretches panoramas to 16:9 social decay vistas.
+modes:
+  - Weathered Character
+  - Decay Environment
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Enki Bilal smears watercolor, gouache, and pencil into cold dystopian
+  portraits where blue skin, ash, and rust grind together. His Franco-Belgian
+  spreads hang on weathered faces, propaganda residue, and brutalist backdrops
+  that feel lifted from a crumbling future. This brief keeps the mixed-media
+  patina and political melancholy without inheriting specific characters or
+  state iconography.
+hero_image: null
+---
+
+
+# Enki Bilal — Dystopian Painterly Realism
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 dystopian album format** or **3:4 political portrait** - ignore source image dimensions completely. **CRITICAL PAINTERLY DECAY DOMINANCE:** Enki Bilal's visible brushwork mixed-media realism with **weathered facial precision** and **atmospheric social breakdown** overrides ALL clean digital art, bright optimistic imagery, and non-textural character presentation. **COMPLETE PAINTERLY ATMOSPHERIC TRANSFORMATION WITH VISIBLE DECAY TEXTURE REQUIRED.** **Redraw command:** "Transform subject into authentic **Enki Bilal painterly decay realism** with **visible mixed-media brushwork**, **weathered contemplative faces**, **atmospheric social breakdown**, and **cold muted color dominance with strategic warm accents** for **exact format specification** - NOT clean digital art, bright imagery, or smooth character design." **Anti-Digital Priority:** **NO clean surfaces, bright optimistic colors, smooth rendering, or apolitical presentation that eliminates visible brushwork decay and atmospheric social tension.** **Completely redraw emphasizing visible painterly texture with weathered character faces and environmental breakdown.** **Face-Treatment Flag:** `brush-wash` **Pose Flag:** `contemplative-stillness` **Canvas Control Flag:** `adaptive-extend` **Painterly Decay Medium Enforcement:** **Subject must exhibit visible brushwork texture with weathered atmospheric integration, not clean or optimistic presentation.** **Mode Selector:** Choose [Weathered Character] or [Decay Environment] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (dystopian album standard)
+- **3:4** (political character portrait)
+- **16:9** (social decay panorama)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with painterly atmospheric expansion and visible texture integration
+- **Spatial Allocation:** Subject positioned within decaying social environments emphasizing weathered contemplation and atmospheric breakdown
+- **Background Treatment:** Extend crumbling urban dystopias with visible brushwork, political architectural decay with mixed-media texture, atmospheric social environments with painterly depth integration
+- **Format Justification:** Bilal's European painterly tradition requires atmospheric decay framing supporting weathered character presentation and visible brushwork sophistication through mixed-media atmospheric integration
+
+## 3) Style Context & Material Authenticity
+
+Enki Bilal's distinctive approach (1975-present) established **painterly dystopian realism** through **visible mixed-media brushwork** and **weathered character sophistication**. Production method emphasizes **mixed-media painting mastery** with **watercolor, gouache, and pencil integration**, **Yugoslav war trauma atmospheric influence**, **architectural decay research with painterly interpretation**, **blue-skinned figure surreal integration**, and **contemplative weathered character excellence**. Purpose centers on **atmospheric political exploration** through **painterly social decay** and **contemplative character integration**. Hallmark motifs include **weathered contemplative faces with painterly precision**, **visible mixed-media brushwork creating atmospheric texture**, **crumbling dystopian cityscapes with painterly architectural decay**, **cold muted color palettes with strategic warm accents**, **atmospheric environmental breakdown with visible texture**, **political media integration with painterly sophistication**, and **contemplative character poses suggesting social alienation**. Period framing encompasses **near-future dystopian political settings** with **painterly atmospheric sophistication** creating **weathered social realism**. **Tone Tag:** Painterly contemplative decay.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Visible mixed-media line work** with **painterly texture emphasis** ranging **0.3-2.5 pt** based on **atmospheric hierarchy** and **weathered character integration**; **contemplative edge definition** with **brushwork texture modeling**. **Weathered architectural precision** with **painterly decay integration**. **Color:** **Cold muted palette** at **45-70% saturation** with **atmospheric painterly relationships** and **strategic warm accent emphasis**. **Bilal signature painterly approach**: **cold atmospheric blues (#4a5568, #718096)**, **muted decay grays (#9ca3af, #6b7280)**, **strategic warm flesh tones (#d69e2e, #b7791f)**, **environmental breakdown browns (#92400e, #a16207)**. **Cold dominant color temperature** with **strategic warm character accents** and **atmospheric painterly integration**. **Texture:** **Visible mixed-media surface** with **painterly decay mastery** and **atmospheric brushwork effects**. **Painterly atmospheric texture mastery**: **weathered character skin with visible brushwork modeling, environmental decay surfaces with mixed-media precision, clothing fabric with painterly wear patterns, atmospheric breakdown with visible texture integration**. **European painterly surface quality** throughout. **Detail hierarchy:** **Weathered contemplative characters** receive **maximum painterly attention** with **atmospheric integration emphasis**, **dystopian environmental elements** rendered with **visible brushwork precision** and **decay atmospheric detail**, **architectural breakdown elements** showing **painterly decay mastery**, **atmospheric integration** prioritized for **contemplative weathered inspiration**. **Material simulation:** **Mixed-media painting techniques** with **visible brushwork mastery** and **atmospheric decay treatment**. **Painterly atmospheric effects:** **visible brushwork modeling, weathered texture integration, atmospheric breakdown precision, contemplative character depth** all with **painterly sophistication**. **Canvas Adaptation Anchor:** Painterly atmospheric composition extends naturally within declared aspect ratio with weathered character emphasis and visible brushwork presentation. **Renderer mapping hint:** Set stylization to 75-85%, chaos to 25-35%, CFG scale 10-14 for **painterly atmospheric realism** with **visible brushwork integration**. **Critical brushwork enforcement:** All surfaces must show visible mixed-media brushwork with painterly texture. **Critical weathering enforcement:** Characters must display contemplative weathered faces with atmospheric integration. **Critical decay enforcement:** Environmental elements must show **architectural breakdown** with **visible texture integration**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Weathered utilitarian attire** with **layered industrial fabrics**, **function-first silhouettes**, and **muted chroma**; ornament scale **0-1** (political armbands, worn scarves); hair & makeup **0-1** (cropped, disheveled).
+- **Adults (male-presenting):** **Heavy coats, military surplus, propaganda field gear** with **visible weathering**; accessories **1-2** (gas mask, respirator gear, political insignia remixed); facial hair unkempt **0-1**.
+- **Youth:** **Civilian survival clothing**, patched coats, utilitarian boots; accessories restricted to **1** (propaganda flyer, ration container).
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [weathered propaganda poster, industrial respirator, decaying transit ticket, flickering neon sign, analog surveillance camera]
+  occasional: [rusted mech fragment, political mural remnant, cracked glass visor]
+  rare: [floating archival media core, dystopian throne apparatus]
+  exclusions:
+    - "no pristine technology"
+    - "no cheerful consumer products"
+  dependencies:
+    - "political symbols must be fictional or abstracted"
+    - "weapons require anti-militarist framing (holstered, discarded, or symbolic)"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives:** "clean digital surfaces", "bright optimistic palette", "anime-slick character rendering", "propaganda reproductions", "real-world political leaders"; **NO recognizable state iconography**; **NO graphic gore**; **NO real corporate logos**. **Canvas Positives:** "visible mixed-media brushwork", "weathered dystopian palette", "fictional propaganda motifs", "architectural decay"; enforce **original political symbolism** and **fictional text treatments**; keep attire **modest and period-agnostic**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Dystopian Album:** Centered contemplative figure against crumbling institutional backdrop with asymmetrical negative space
+- **For 3:4 Political Portrait:** Bust or three-quarter portrait with weathered environmental framing and propaganda residue
+- **For 16:9 Social Panorama:** Wide urban decay establishers with small figures dwarfed by architecture and atmospheric lighting
+
+**Staging:** Subjects positioned within **atmospheric weathered scenarios** showing **contemplative resistance** and **painterly atmospheric capability** in **crumbling atmospheric environments with visible brushwork decay elements**. **Camera/perspective:** **Contemplative atmospheric angles** supporting **weathered character drama** and **painterly atmospheric excellence**. **Background density:** **Atmospheric weathered environments** with **visible brushwork effects**, **crumbling painterly architectural elements**, **atmospheric decay integration**, and **contemplative environmental quality with painterly precision**. **Environmental Requirements:** **Mandatory atmospheric urban landscapes with painterly decay precision**, **visible brushwork architectural elements or atmospheric breakdown features**, **contemplative atmospheric integration or weathered symbols**, **cold atmospheric perspective with painterly texture**, **visible brushwork creating contemplative atmospheric contemplation**. **Surface Context Anchor:** Painterly atmospheric surface with visible brushwork appropriate to weathered contemplative storytelling **Ratio Enforcement Anchor:** Atmospheric painterly environments extend naturally within declared ratio while maintaining contemplative weathered character focus and visible brushwork excellence.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for political atmospheric tradition; **allow embedded text** for **contemplative atmospheric storytelling**.
+
+**Ratio-Appropriate Zones:** Atmospheric composition optimized for declared aspect ratio with **painterly atmospheric text integration**
+
+**Copy limits:** ≤3 words/line for **atmospheric titles**, ≤4 coverlines positioned within **painterly composition**
+
+**Font recommendation:** **Closest Google Font: Source Sans Pro (contemporary atmospheric analog, 75%). Better: Contemporary atmospheric fonts appropriate to painterly contemplative excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Atmospheric album mode:** mandatory painterly text integration, contemplative hierarchy, atmospheric typography
+- **Portrait mode:** optional contemplative character text elements
+- **Atmospheric panorama mode:** painterly atmospheric text integration supporting contemplative decay mood
+
+**Historical accuracy:** fonts must support atmospheric contemplative atmosphere without breaking painterly weathered authenticity.
+
+------
diff --git a/styles/european_comics/francois_schuiten_impossible_cities.md b/styles/european_comics/francois_schuiten_impossible_cities.md
new file mode 100644
index 0000000..6bd8074
--- /dev/null
+++ b/styles/european_comics/francois_schuiten_impossible_cities.md
@@ -0,0 +1,117 @@
+---
+id: francois_schuiten_impossible_cities
+group: European Comics
+movement: Les Cités Obscures Architectural Fantasy
+artist: François Schuiten
+display_name: François Schuiten — Architectural Impossible Cities
+style_scope: single-artist
+ratios:
+  - '3:4'
+  - '2:3'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Schuiten stages vertical portraits at 3:4, album spreads at 2:3, and sweeping
+  skyline panoramas at 16:9.
+modes:
+  - Impossible Architecture
+  - Vertical City Explorer
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  François Schuiten drafts entire civilizations as gothic-mechanical towers
+  spiraling past plausible physics. Obscure Cities plates splice Art Nouveau
+  ornament with vertiginous perspectives that pull viewers upward. We keep that
+  meticulous ink and baffling scale while ensuring every structure, glyph, and
+  citizen stays original to MuseoMorph.
+hero_image: null
+---
+
+
+# François Schuiten Style - Architectural Impossible Cities
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 architectural portrait** or **2:3 impossible cities album** - ignore source image dimensions completely. **CRITICAL ARCHITECTURAL IMPOSSIBILITY DOMINANCE:** François Schuiten's ligne claire architectural impossibility with **Art Nouveau impossible integration** and **vertical perspective mastery** overrides ALL simple buildings, realistic architecture, and horizontal perspective presentation. **COMPLETE ARCHITECTURAL IMPOSSIBLE TRANSFORMATION WITH ART NOUVEAU PRECISION REQUIRED.** **Redraw command:** "Transform subject into authentic **François Schuiten architectural impossible cities** with **Art Nouveau impossible integration**, **extreme vertical perspective mastery**, and **ligne claire architectural precision** for **exact format specification** - NOT simple realistic architecture, horizontal perspectives, or conventional building design." **Anti-Realistic Priority:** **NO simple architectural forms, realistic building proportions, or horizontal perspectives that eliminate impossible architectural grandeur and Art Nouveau vertical impossibility.** **Completely redraw emphasizing impossible architectural precision with extreme vertical Art Nouveau integration.** **Face-Treatment Flag:** `pen-crosshatch` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `strict-reframe` **Architectural Impossible Medium Enforcement:** **Subject must exhibit impossible architectural precision with Art Nouveau vertical integration, not realistic or simple presentation.** **Mode Selector:** Choose [Impossible Architecture] or [Vertical City Explorer] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **3:4** (architectural portrait emphasis)
+- **2:3** (impossible cities album)
+- **16:9** (architectural panoramic impossibility)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with architectural impossibility emphasis
+- **Spatial Allocation:** Subject positioned within impossible architectural grandeur emphasizing vertical perspective wonder
+- **Background Treatment:** Extend Art Nouveau impossible cities, extreme vertical architectural elements, ligne claire impossible buildings, and architectural paradox integration with vertical perspective mastery
+- **Format Justification:** Schuiten's Obscure Cities tradition requires impossible architectural framing supporting vertical perspective wonder and Art Nouveau impossibility through ligne claire architectural precision
+## 3) Style Context & Material Authenticity
+
+François Schuiten's visionary approach (1982-present) established **architectural impossible cities** through **ligne claire precision** and **Art Nouveau impossibility**. Production method emphasizes **detailed ligne claire technique** with **Art Nouveau family influence**, **Brussels architecture research**, **Obscure Cities world-building**, **vertical perspective mastery**, and **architectural impossibility storytelling excellence**. Purpose centers on **impossible architectural exploration** through **vertical perspective wonder** and **Art Nouveau impossible integration**. Hallmark motifs include **extreme vertical architectural impossibilities with Art Nouveau precision**, **ligne claire impossible buildings with architectural paradox integration**, **vertical perspective mastery creating architectural wonder**, **Art Nouveau decorative elements with impossible structural integration**, **architectural impossibility creating spatial paradox**, **ligne claire precision with architectural detail mastery**, and **impossible cities with vertical perspective grandeur**. Period framing encompasses **impossible architectural worlds** with **ligne claire sophistication** creating **Art Nouveau impossible realism**. **Tone Tag:** Architectural impossible wonder.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Ligne claire architectural line work** with **impossible precision emphasis** ranging **0.3-1.0 pt** based on **architectural impossibility hierarchy** and **vertical perspective integration**; **architectural detail mastery** with **impossible structural precision**. **Art Nouveau architectural definition** with **ligne claire integration**. **Color:** **Sophisticated architectural palette** at **70-85% saturation** with **impossible architectural color relationships** and **vertical perspective emphasis**. **Schuiten signature architectural approach**: **architectural stone grays (#6b7280, #4b5563)**, **Art Nouveau greens (#166534, #15803d)**, **impossible building browns (#8b4513, #a0522d)**, **vertical perspective blues (#1e40af, #2563eb)**. **Architectural color temperature modeling** with **impossible atmospheric integration**. **Texture:** **Ligne claire architectural surface** with **impossible precision mastery** and **Art Nouveau architectural effects**. **Impossible architectural texture mastery**: **Art Nouveau building surfaces with impossible structural precision, architectural decorative elements with ligne claire detail integration, impossible perspective rendering with architectural accuracy, vertical building complexity with impossible spatial integration**. **Obscure Cities architectural surface quality** throughout. **Detail hierarchy:** **Impossible architectural elements** receive **maximum ligne claire attention** with **Art Nouveau emphasis and vertical perspective integration**, **architectural decorative elements** rendered with **impossible structural precision** and **ligne claire architectural detail**, **vertical perspective elements** showing **impossible architectural mastery**, **architectural impossibility** prioritized for **vertical perspective inspiration**. **Material simulation:** **Ligne claire architectural techniques** with **impossible precision mastery** and **Art Nouveau surface treatment**. **Architectural impossible effects**: **ligne claire precision modeling, impossible structural accuracy, Art Nouveau decorative integration, vertical perspective architectural complexity** all with **impossible sophistication**. **Canvas Adaptation Anchor:** Impossible architectural composition extends naturally within declared aspect ratio with vertical perspective emphasis and Art Nouveau architectural presentation. **Renderer mapping hint:** Set stylization to 75-85%, chaos to 5-15%, CFG scale 10-14 for **architectural impossibility** with **ligne claire Art Nouveau integration**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Architectural impossible styling** with **Art Nouveau integration** and **vertical perspective design**, **practical impossible city clothing** with **architectural functionality** and **ligne claire environmental adaptation**, **elegant architectural garments** showing **impossible design** and **vertical city atmospheric practicality**, ornament scale **2-3** (architectural accessories with Art Nouveau detail, impossible city elements, ligne claire precision gear); hair & makeup scale **1-2** (architectural styling for **impossible city authenticity**); **practical architectural footwear** with **vertical city capability**.
+- **Adults (male-presenting):** **Impossible architectural styling** with **vertical perspective character emphasis**, **architectural exploration clothing design** showcasing **impossible city navigation** and **Art Nouveau structural survival**; accessories **1-2** pieces (architectural tools, impossible city exploration gear); **ligne claire explorer aesthetic** with **architectural sophistication**.
+- **Youth (girls/boys):** **Age-appropriate architectural styling** with **impossible city elements** and **Art Nouveau wonder design**; **appropriate architectural accessories** supporting **character development**; **practical footwear** for **impossible architectural adventures**.
+- **Fabric behavior:** **Architectural impossible fabric physics** with **vertical perspective drape** and **structural interaction** showing **atmospheric architectural conditions** and **impossible city environmental integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [architectural measurement tool with impossible precision, Art Nouveau decorative element, ligne claire building fragment, vertical perspective device, impossible city artifact]
+  occasional: [architectural paradox instrument with Art Nouveau integration, impossible building element, ligne claire structural tool, vertical city exploration device]
+  rare: [legendary architectural artifact with impossible precision, Art Nouveau masterwork with ligne claire detail, vertical perspective treasure, impossible city relic]
+  micro: [architectural detail with ligne claire precision, Art Nouveau accent, impossible structural element, vertical perspective particle]
+  exclusions:
+    - "no simple items inappropriate to architectural impossible precision"
+    - "no realistic objects that break impossible Art Nouveau integration"
+  dependencies:
+    - "architectural items require impossible design and ligne claire functionality"
+    - "Art Nouveau elements must support vertical perspective exploration and architectural impossibility"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "simple realistic architecture", "horizontal perspective dominance", "conventional building design", "geometric simplicity without ornamentation"; **NO realistic surfaces that eliminate impossible architectural quality**; **NO horizontal elements that break vertical perspective integration**; **NO simple poses that lack architectural impossible grandeur emphasis**; **NO conventional design that eliminates Art Nouveau architectural impossibility**. **✓ Canvas Positives:** "exactly [declared ratio]", "impossible architectural precision", "extreme vertical perspective mastery", "Art Nouveau ligne claire integration"; **Architectural impossibility mastery** with **vertical perspective integration**; **Impossible Art Nouveau cities** with **architectural wonder vista creation and ligne claire precision**; **Architectural character integration** within **impossible city storytelling and vertical perspective navigation**; **Sophisticated atmospheric effects** with **architectural presentation emphasis and impossible structural wonder**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 3:4 Architectural Portrait:** Character architectural integration with impossible environmental support and vertical perspective portrait impact, vertical emphasis with explorer subject within Art Nouveau architectural impossibility ≥70%
+- **For 2:3 Impossible Cities:** Album architectural focus with Schuiten's impossible treatment and ligne claire architectural context within vertical perspective environments
+- **For 16:9 Architectural Panorama:** Panoramic impossible atmosphere with architectural integration, Art Nouveau building elements, and ligne claire environmental mastery with impossible architectural scale
+
+**Staging:** Subjects positioned within **impossible architectural scenarios** showing **vertical perspective mastery** and **Art Nouveau architectural capability** in **ligne claire impossible environments with vertical architectural impossibility elements**. **Camera/perspective:** **Extreme vertical perspective angles** supporting **impossible architectural grandeur** and **Art Nouveau ligne claire excellence**. **Background density:** **Impossible architectural environments** with **ligne claire atmospheric effects**, **Art Nouveau architectural impossibility elements**, **vertical perspective integration**, and **architectural environmental quality with impossible structural precision**. **Environmental Requirements:** **Mandatory impossible architectural landscapes with Art Nouveau precision**, **extreme vertical perspective building elements or structural impossibilities**, **ligne claire architectural integration or Art Nouveau decorative symbols**, **vertical atmospheric perspective with architectural wonder**, **impossible precision creating architectural contemplation**. **Surface Context Anchor:** Ligne claire architectural surface with impossible precision appropriate to Art Nouveau vertical perspective exploration **Ratio Enforcement Anchor:** Impossible architectural environments extend naturally within declared ratio while maintaining vertical perspective character focus and Art Nouveau architectural impossibility excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for architectural comic tradition; **allow embedded text** for **impossible architectural storytelling**.
+
+**Ratio-Appropriate Zones:** Architectural composition optimized for declared aspect ratio with **impossible Art Nouveau text integration**
+
+**Copy limits:** ≤4 words/line for **architectural titles**, ≤5 coverlines positioned within **ligne claire composition**
+
+**Font recommendation:** **Closest Google Font: Cinzel (architectural classical analog, 80%). Better: Art Nouveau architectural fonts appropriate to impossible ligne claire excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Architectural album mode:** mandatory impossible text integration, architectural hierarchy, Art Nouveau ligne claire typography
+- **Portrait mode:** optional architectural character text elements
+- **Panoramic mode:** impossible architectural text integration supporting vertical perspective mood
+
+**Historical accuracy:** fonts must support architectural impossibility atmosphere without breaking Art Nouveau ligne claire authenticity.
+
+------
diff --git a/styles/european_comics/guido_crepax_psychedelic_noir.md b/styles/european_comics/guido_crepax_psychedelic_noir.md
new file mode 100644
index 0000000..d5a3932
--- /dev/null
+++ b/styles/european_comics/guido_crepax_psychedelic_noir.md
@@ -0,0 +1,117 @@
+---
+id: guido_crepax_psychedelic_noir
+group: European Comics
+movement: Italian Psychedelic Noir
+artist: Guido Crepax
+display_name: Guido Crepax — Psychedelic Noir Sophistication
+style_scope: single-artist
+ratios:
+  - '3:4'
+  - '17:22'
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Crepax staged Valentina plates in 3:4, reflowed magazine layouts at the 8.5×11
+  (≈17:22) ratio, and kept European album beats at 2:3.
+modes:
+  - Psychedelic Character
+  - Fragmented Sequence
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Guido Crepax slices time into cinematic slivers—eyes, gloves, bobbed
+  hair—floating inside op-art grids. His Valentina pages pivot between fashion
+  illustration finesse and erotic noir tension without ever feeling gratuitous.
+  We honor that adult sophistication while enforcing MuseoMorph safety and
+  original set dressing.
+hero_image: null
+---
+
+
+# Guido Crepax Style - Psychedelic Noir Sophistication
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 Italian album format** or **8.5:11 magazine layout** - ignore source image dimensions completely. **CRITICAL PSYCHEDELIC NOIR DOMINANCE:** Guido Crepax's sophisticated black-and-white pen-and-ink technique with **fragmented panel layouts** and **dreamlike surreal sequences** overrides ALL conventional comic layouts, bright coloration, and realistic linear storytelling. **COMPLETE PSYCHEDELIC TRANSFORMATION WITH CINEMATIC FRAGMENTATION REQUIRED.** **Redraw command:** "Transform subject into authentic **Guido Crepax psychedelic noir sophistication** with **fragmented cinematic panels**, **extreme close-up sequences**, **scratchy pen-and-ink crosshatching**, and **1960s op-art pattern integration** for **exact format specification** - NOT conventional comic grids, bright illustration, or linear panel storytelling." **Anti-Conventional Priority:** **NO standard comic panel grids, bright cheerful colors, conventional storytelling layouts, or realistic presentation that eliminates psychedelic fragmentation and sophisticated noir atmosphere.** **Completely redraw emphasizing fragmented cinematic sequences with sophisticated pen-and-ink crosshatching and 1960s psychedelic aesthetic integration.** **Face-Treatment Flag:** `pen-crosshatch` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `format-native` **Psychedelic Medium Enforcement:** **Subject must exhibit sophisticated noir fragmentation with cinematic panel breakdown and 1960s aesthetic integration, not conventional or bright presentation.** **Mode Selector:** Choose [Psychedelic Character] or [Fragmented Sequence] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **3:4** (Italian album portrait emphasis)
+- **8.5:11** (magazine layout format)
+- **2:3** (European comic standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** format-native with fragmented cinematic expansion and irregular panel design
+- **Spatial Allocation:** Subject positioned within fragmented panel sequences with cinematic close-up emphasis and non-linear storytelling flow
+- **Background Treatment:** Extend 1960s Milan environments with op-art patterns, psychedelic interior design, and sophisticated urban noir atmospheres
+- **Format Justification:** Crepax's Italian comics tradition requires innovative panel fragmentation supporting cinematic storytelling and psychedelic visual sophistication
+## 3) Style Context & Material Authenticity
+
+Guido Crepax's revolutionary approach (1965-2003) established **psychedelic noir comics sophistication** through **innovative panel fragmentation** and **cinematic sequential storytelling excellence**. Production method emphasizes **pen-and-ink crosshatching mastery** with **black Chinese ink techniques**, **1960s op-art movement influence**, **cinematic montage panel design**, **fashion illustration integration**, and **architectural design background sophistication**. Purpose centers on **adult comics legitimization** through **psychological exploration** and **sophisticated erotic storytelling** within **1960s cultural revolution context**. Hallmark motifs include **extreme close-up detail sequences (eyes, lips, hands)**, **fragmented non-linear panel arrangements**, **1960s fashion and interior design elements**, **op-art psychedelic patterns**, **Louise Brooks-inspired bob hairstyles**, **sophisticated urban Milan settings**, **surreal dream sequence integration**, and **film noir atmospheric sophistication**. Period framing encompasses **1960s-1970s Milan cultural revolution** with **psychedelic aesthetic sophistication** creating **adult comics artistic legitimacy**. **Tone Tag:** Sophisticated psychedelic noir.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Sophisticated pen-and-ink crosshatching** with **scratchy delicate precision** ranging **0.3-1.2 pt** based on **atmospheric depth emphasis** and **detail hierarchy sophistication**; **classical drawing foundation** with **fashion illustration precision** and **architectural accuracy**. **Fragmented panel definition** with **cinematic sequence emphasis**. **Color:** **Monochromatic black-and-white palette** at **100% contrast** with **sophisticated crosshatching relationships** and **atmospheric noir emphasis**. **Crepax signature monochrome approach**: **pure black Chinese ink (#000000)**, **white negative space (#ffffff)**, **crosshatched mid-tones through line density variation**, **op-art pattern integration through geometric line work**. **High-contrast chiaroscuro modeling** with **sophisticated atmospheric depth through crosshatching density**. **Texture:** **Visible pen-and-ink surface** with **crosshatching texture mastery** and **1960s aesthetic pattern integration**. **Sophisticated texture excellence**: **fabric rendering through directional crosshatching, skin modeling through delicate line work, architectural detail precision through crosshatch perspective, op-art pattern integration through geometric line repetition**. **Italian album surface quality** throughout. **Detail hierarchy:** **Extreme close-up details** receive **maximum crosshatching attention** with **fragmented panel emphasis**, **1960s fashion elements** rendered with **fashion illustration precision** and **period accuracy**, **environmental Milan settings** showing **sophisticated urban noir mastery**, **panel fragmentation** prioritized for **cinematic storytelling excellence**. **Material simulation:** **Pen-and-ink crosshatching techniques** with **sophisticated line density variation** and **atmospheric noir surface treatment**. **Psychedelic surface effects**: **op-art pattern integration, crosshatched atmospheric depth, fragmented panel design, sophisticated noir lighting** all with **1960s aesthetic sophistication**. **Panel Requirements:** **Mandatory fragmented irregular panel arrangements** with **cinematic close-up sequences**, **non-linear storytelling flow**, **extreme detail focus areas**. **Canvas Adaptation Anchor:** Psychedelic noir composition extends naturally within declared aspect ratio with fragmented panel innovation and sophisticated 1960s aesthetic integration. **Renderer mapping hint:** Set stylization to 85-95%, emphasis on crosshatching texture, ensure monochromatic contrast, prioritize fragmented panel layouts. **Critical crosshatching enforcement:** All surfaces must show visible pen-and-ink crosshatching technique. **Critical fragmentation enforcement:** Panel layouts must break conventional comic grid patterns with cinematic sequencing.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **1960s Milan fashion styling** with **Louise Brooks bob hairstyle influence** and **sophisticated European design**, **period-accurate mod clothing** with **op-art pattern integration** and **fashion illustration precision**, **sophisticated urban attire** showing **1960s cultural revolution fashion** and **professional photography styling**, ornament scale **2-3** (1960s jewelry with geometric design, fashion accessories with period accuracy, sophisticated elements); hair & makeup scale **2** (Louise Brooks bob styling with **1960s sophistication**); **period-accurate footwear** with **1960s fashion authenticity**.
+- **Adults (male-presenting):** **1960s Milan masculine styling** with **sophisticated European fashion**, **period-accurate clothing** with **urban professional design** and **cultural revolution influence**; accessories **1-2** pieces (1960s items, urban professional gear); **sophisticated Milan aesthetic** with **period accuracy**.
+- **Fabric behavior:** **1960s fashion fabric physics** with **mod styling drape** and **sophisticated interaction** showing **period environmental conditions** and **Milan urban integration**.
+- **Wardrobe variation required:** Change garment patterns/styles between iterations through 1960s fashion palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [photography camera, 1960s furniture with op-art design, Milan architectural elements, psychedelic interior objects, sophisticated urban items]
+  occasional: [vintage Italian design pieces, 1960s art objects, fashion accessories, Milan street elements]
+  rare: [period art collection pieces, sophisticated design artifacts, cultural revolution symbols, Milan luxury items]
+  micro: [1960s pattern details, sophisticated design accents, period fashion elements, Milan urban textures]
+  exclusions:
+    - "no modern items inappropriate to 1960s Milan sophistication"
+    - "no crude objects that break sophisticated psychedelic noir integration"
+  dependencies:
+    - "1960s items require period accuracy and sophisticated design integration"
+    - "Milan elements must support sophisticated urban noir and psychedelic aesthetic excellence"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "conventional comic panel grids", "bright cheerful coloration", "realistic linear storytelling", "standard comic layouts"; **NO conventional layouts that eliminate fragmented cinematic innovation**; **NO bright colors that break sophisticated monochromatic noir**; **NO linear storytelling that lacks psychedelic fragmentation**; **NO standard comic presentation that eliminates 1960s aesthetic sophistication**. **✓ Canvas Positives:** "exactly [declared ratio]", "fragmented cinematic panel sequences", "sophisticated pen-and-ink crosshatching", "1960s op-art pattern integration"; **Fragmented panel innovation** with **cinematic storytelling mastery**; **Sophisticated crosshatching technique** with **atmospheric noir depth**; **1960s aesthetic integration** with **psychedelic pattern sophistication**; **Milan urban environment** with **cultural revolution context**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 3:4 Italian Album:** Fragmented character sequences with 1960s environmental support and sophisticated panel innovation
+- **For 8.5:11 Magazine:** Editorial layout with Crepax's cinematic fragmentation and psychedelic aesthetic context
+- **For 2:3 European Standard:** Comic emphasis with sophisticated noir treatment and fragmented storytelling integration
+
+**Staging:** Subjects positioned within **sophisticated psychedelic scenarios** showing **cinematic character presentation** and **1960s cultural integration** in **sophisticated Milan noir environments**. **Camera/perspective:** **Fragmented cinematic angles** supporting **extreme close-up sequences** and **sophisticated storytelling excellence**. **Background density:** **Sophisticated Milan environments** with **1960s aesthetic effects**, **op-art pattern integration**, and **psychedelic atmospheric quality**. **Panel Requirements:** **Mandatory irregular fragmented panel arrangements** with **cinematic close-up emphasis**, **non-linear storytelling flow**, **extreme detail focus sequences**, **sophisticated visual narrative design**. **Surface Context Anchor:** Sophisticated pen-and-ink surface with crosshatching appropriate to psychedelic noir comics **Ratio Enforcement Anchor:** Fragmented panel environments extend naturally within declared ratio while maintaining cinematic innovation and sophisticated 1960s aesthetic integration.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for Italian comics tradition; **allow embedded text** for **sophisticated storytelling purposes**.
+
+**Ratio-Appropriate Zones:** Fragmented composition optimized for declared aspect ratio with **sophisticated comic text integration**
+
+**Copy limits:** ≤3 words/line for **sophisticated titles**, ≤4 speech elements positioned within **fragmented panel composition**
+
+**Font recommendation:** **Closest Google Font: Playfair Display (sophisticated European analog, 80%). Better: Sophisticated serif fonts appropriate to Italian comics sophistication.**
+
+**Format-Specific Text Rules:**
+
+- **Italian album mode:** mandatory sophisticated text integration, artistic > commercial hierarchy, sophisticated typography
+- **Magazine layout mode:** editorial text integration with sophisticated design
+- **European comic mode:** sophisticated speech balloon integration within fragmented panels
+
+**Historical accuracy:** fonts must support 1960s Italian sophistication without breaking psychedelic noir authenticity.
+
+------
diff --git a/styles/european_comics/hugo_pratt_brush_economy.md b/styles/european_comics/hugo_pratt_brush_economy.md
new file mode 100644
index 0000000..ff6ac7e
--- /dev/null
+++ b/styles/european_comics/hugo_pratt_brush_economy.md
@@ -0,0 +1,198 @@
+---
+id: hugo_pratt_brush_economy
+group: European Comics
+movement: Corto Maltese Maritime Adventure
+artist: Hugo Pratt
+display_name: Hugo Pratt — Atmospheric Brush Economy
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Pratt painted Corto Maltese albums at 2:3, contemplative portraits at 3:4, and
+  ocean horizons at 16:9.
+modes:
+  - Contemplative Adventurer
+  - Atmospheric Maritime
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Hugo Pratt lets black ink wander like wind over billowing sails, reducing
+  Corto Maltese to a few decisive strokes and a wash of seawater grey. His
+  panels balance silence, folklore, and maritime lore without clutter. This
+  brief preserves that sparse brush poetry while keeping every insignia, vessel,
+  and map safely fictional.
+hero_image: null
+---
+
+
+# Hugo Pratt Style - Atmospheric Brush Economy
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 adventure album** or **3:4 contemplative portrait** - ignore source image dimensions completely. **CRITICAL BRUSH ECONOMY DOMINANCE:** Hugo Pratt's bold black brush mastery with **minimal stroke economy** and **contemplative atmospheric simplicity** overrides ALL detailed rendering, busy compositions, and complex textural character presentation. **COMPLETE BRUSH ECONOMY TRANSFORMATION WITH ATMOSPHERIC SIMPLICITY REQUIRED.** **Redraw command:** "Transform subject into authentic **Hugo Pratt bold brush economy** with **minimal black brush strokes**, **contemplative character simplicity**, **atmospheric wash effects**, and **historical adventure authenticity** for **exact format specification** - NOT detailed busy rendering, complex textures, or tight realistic presentation." **Anti-Detail Priority:** **NO complex detailed rendering, busy graphic compositions, tight realistic techniques, or excessive texture that eliminates bold brush economy and contemplative atmospheric simplicity.** **Completely redraw emphasizing bold brush economy with minimal atmospheric strokes and contemplative character presentation.** **Face-Treatment Flag:** `brush-economy` **Pose Flag:** `contemplative-stillness` **Canvas Control Flag:** `adaptive-extend` **Brush Economy Medium Enforcement:** **Subject must exhibit bold brush economy with atmospheric simplicity integration, not detailed or busy presentation.** **Mode Selector:** Choose [Contemplative Adventurer] or [Atmospheric Maritime] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (adventure album standard)
+- **3:4** (contemplative portrait focus)
+- **16:9** (maritime panoramic atmosphere)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with atmospheric adventure expansion and brush economy integration
+- **Spatial Allocation:** Subject positioned within contemplative adventure environments emphasizing atmospheric simplicity and historical authenticity
+- **Background Treatment:** Extend atmospheric maritime landscapes with brush economy, historical adventure settings with minimal strokes, contemplative environmental elements with atmospheric wash integration
+- **Format Justification:** Pratt's European adventure tradition requires atmospheric contemplative framing supporting brush economy adventure and historical authenticity through bold atmospheric integration
+## 3) Style Context & Material Authenticity
+
+Hugo Pratt's masterful approach (1967-1995) established **atmospheric brush economy adventure** through **bold minimal brushwork** and **contemplative character authenticity**. Production method emphasizes **traditional brush and watercolor economy** with **extensive historical research integration**, **maritime adventure atmospheric simplicity**, **contemplative storytelling economy**, **Chinese ink brush mastery**, and **atmospheric wash adventure excellence**. Purpose centers on **contemplative adventure exploration** through **atmospheric historical authenticity** and **brush economy maritime integration**. Hallmark motifs include **bold black brush atmospheric economy with contemplative simplicity**, **historical adventure authenticity with maritime atmospheric simplicity**, **contemplative character poses with adventure stillness**, **atmospheric environmental integration with brush economy**, **maritime adventure settings with historical authenticity and minimal strokes**, **brush economy creating atmospheric adventure**, and **adventure contemplation with historical atmospheric authenticity**. Period framing encompasses **early 20th century adventure settings** with **atmospheric brush economy sophistication** creating **contemplative adventure authenticity**. **Tone Tag:** Atmospheric adventure contemplation.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Bold atmospheric brush economy work** with **contemplative emphasis** ranging **1.0-4.0 pt** based on **adventure atmospheric hierarchy** and **contemplative integration**; **minimal brush stroke mastery** with **atmospheric definition economy**. **Historical adventure character definition** with **atmospheric brush integration**. **Color:** **Atmospheric wash palette** at **50-75% saturation** with **contemplative color relationships** and **adventure atmosphere brush emphasis**. **Pratt signature atmospheric brush approach**: **maritime atmospheric blues (#4682b4, #5f9ea0) with wash effects**, **adventure earth browns (#8b4513, #a16207) with brush economy**, **atmospheric warm oranges (#d2691e, #cd853f) with wash integration**, **contemplative atmospheric grays (#696969, #808080) with brush simplicity**. **Warm color temperature modeling** with **atmospheric brush economy integration**. **Texture:** **Bold atmospheric brush surface** with **economy mastery** and **adventure environmental wash effects**. **Contemplative adventure brush economy mastery**: **atmospheric clothing with historical accuracy and brush economy, maritime environments with contemplative brush integration, adventure gear with authentic minimal detail, contemplative surfaces with atmospheric brush economy**. **European adventure brush surface quality** throughout. **Detail hierarchy:** **Contemplative adventurer characters** receive **maximum atmospheric brush attention** with **economy emphasis and historical adventure integration**, **maritime elements** rendered with **atmospheric brush precision** and **adventure authenticity minimal detail**, **environmental elements** showing **atmospheric brush economy mastery**, **contemplative adventure** prioritized for **atmospheric brush inspiration**. **Material simulation:** **Traditional brush and watercolor economy techniques** with **atmospheric mastery** and **contemplative surface treatment**. **Adventure atmospheric brush effects**: **bold brush economy modeling, contemplative atmospheric precision, historical adventure integration, atmospheric environmental brush simplicity** all with **adventure brush sophistication**. **Brush Economy Requirements:** **Mandatory minimal brush strokes creating maximum atmospheric impact**, **contemplative character modeling with brush economy**, **environmental simplicity with atmospheric wash integration**. **Canvas Adaptation Anchor:** Atmospheric adventure composition extends naturally within declared aspect ratio with contemplative brush economy emphasis and historical adventure presentation. **Renderer mapping hint:** Set stylization to 60-70%, chaos to 15-25%, CFG scale 6-10 for **atmospheric adventure brush economy** with **contemplative integration**. **Critical brush economy enforcement:** All surfaces must show minimal brush strokes with maximum atmospheric impact. **Critical contemplative enforcement:** Characters must display contemplative stillness with atmospheric integration. **Critical wash enforcement:** Environmental elements must show atmospheric wash effects with brush economy.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Historical adventure styling** with **atmospheric integration** and **contemplative brush design**, **period adventure clothing** with **maritime functionality** and **atmospheric environmental adaptation**, **authentic historical garments** showing **adventure capability design** and **contemplative atmospheric practicality**, ornament scale **0-1** (minimal period accessories with atmospheric detail, adventure elements, contemplative precision gear); hair & makeup scale **0-1** (period styling for **atmospheric adventure authenticity**); **practical period footwear** with **adventure terrain capability**.
+- **Adults (male-presenting):** **Contemplative adventure styling** with **atmospheric character emphasis**, **historical adventure clothing design** showcasing **maritime exploration** and **atmospheric survival**; accessories **0-1** pieces (minimal period adventure tools, maritime exploration gear); **atmospheric adventurer aesthetic** with **historical sophistication**.
+- **Fabric behavior:** **Historical adventure fabric physics** with **atmospheric brush drape** and **period interaction** showing **environmental adventure conditions** and **contemplative atmospheric integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [historical adventure weapon with atmospheric brush detail, maritime navigation tool with economy, contemplative smoking pipe with brush simplicity, period adventure gear with minimal strokes, atmospheric travel artifact with wash effects]
+  occasional: [historical maritime instrument with adventure authenticity, atmospheric period artifact with brush economy, contemplative adventure tool with minimal detail, historical exploration element with wash integration]
+  rare: [legendary adventure artifact with historical precision and brush economy, maritime masterwork with atmospheric detail, contemplative treasure with brush simplicity, adventure historical relic with wash effects]
+  micro: [period detail with atmospheric brush precision, adventure accent with economy, contemplative element with wash, historical atmospheric particle with brush simplicity]
+  exclusions:
+    - "no modern items inappropriate to historical adventure atmosphere"
+    - "no busy objects that break atmospheric contemplative brush economy integration"
+  dependencies:
+    - "adventure items require historical accuracy and atmospheric brush functionality"
+    - "maritime elements must support contemplative adventure and atmospheric brush economy integration"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "detailed busy rendering", "complex texture techniques", "tight realistic compositions", "excessive graphic detail", "modern digital smoothness"; **NO detailed surfaces that eliminate atmospheric brush economy quality**; **NO busy elements that break contemplative adventure integration**; **NO tight techniques that lack atmospheric adventure brush emphasis**; **NO complex rendering that eliminates contemplative atmospheric brush sophistication**. **✓ Canvas Positives:** "exactly [declared ratio]", "bold atmospheric brush economy", "contemplative adventure simplicity", "historical authenticity integration"; **Atmospheric brush economy mastery** with **contemplative adventure integration**; **Historical adventure environments** with **atmospheric brush vista creation and economy precision**; **Contemplative character integration** within **adventure storytelling and atmospheric historical navigation**; **Atmospheric wash effects** with **brush economy presentation emphasis and adventure contemplation**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Adventure Album:** Character contemplative integration with atmospheric environmental support and adventure album impact, vertical emphasis with maritime subject within historical atmospheric landscapes ≥70%
+- **For 3:4 Contemplative Portrait:** Character focus with Pratt's atmospheric brush treatment and contemplative adventure context within historical environments
+- **For 16:9 Maritime Atmosphere:** Panoramic atmospheric adventure with historical integration, maritime elements, and contemplative environmental mastery with adventure exploration scale
+
+**Staging:** Subjects positioned within **contemplative adventure scenarios** showing **atmospheric historical mastery** and **maritime adventure capability** in **atmospheric historical environments with contemplative adventure brush elements**. **Camera/perspective:** **Contemplative adventure angles** supporting **atmospheric historical drama** and **brush economy adventure excellence**. **Background density:** **Atmospheric adventure environments** with **contemplative atmospheric wash effects**, **historical maritime elements**, **adventure brush integration**, and **contemplative environmental quality with atmospheric brush economy precision**. **Environmental Requirements:** **Mandatory atmospheric historical landscapes with maritime precision and brush economy**, **contemplative adventure elements or historical authenticity features with minimal strokes**, **maritime integration or adventure contemplation symbols with wash effects**, **atmospheric perspective with contemplative wonder and brush economy**, **minimal brush strokes creating adventure contemplation with atmospheric wash**. **Surface Context Anchor:** Atmospheric adventure brush surface with contemplative precision appropriate to historical maritime exploration **Ratio Enforcement Anchor:** Atmospheric adventure environments extend naturally within declared ratio while maintaining contemplative character focus and historical adventure brush economy excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for adventure comic tradition; **allow embedded text** for **contemplative adventure storytelling**.
+
+**Ratio-Appropriate Zones:** Adventure composition optimized for declared aspect ratio with **atmospheric contemplative text integration**
+
+**Copy limits:** ≤3 words/line for **adventure titles**, ≤4 coverlines positioned within **atmospheric composition**
+
+**Font recommendation:** **Closest Google Font: Libre Baskerville (contemplative adventure analog, 80%). Better: Atmospheric adventure fonts appropriate to historical brush economy excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Adventure album mode:** mandatory atmospheric text integration, contemplative hierarchy, historical adventure typography
+- **Portrait mode:** optional contemplative character text elements
+- **Maritime panorama mode:** atmospheric adventure text integration supporting contemplative brush mood
+
+**Historical accuracy:** fonts must support atmospheric adventure atmosphere without breaking contemplative historical authenticity.
+
+---
+
+## Guido Crepax Style - Psychedelic Noir Sophistication
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 Italian album format** or **8.5:11 magazine layout** - ignore source image dimensions completely. **CRITICAL PSYCHEDELIC NOIR DOMINANCE:** Guido Crepax's sophisticated black-and-white pen-and-ink technique with **fragmented panel layouts** and **dreamlike surreal sequences** overrides ALL conventional comic layouts, bright coloration, and realistic linear storytelling. **COMPLETE PSYCHEDELIC TRANSFORMATION WITH CINEMATIC FRAGMENTATION REQUIRED.** **Redraw command:** "Transform subject into authentic **Guido Crepax psychedelic noir sophistication** with **fragmented cinematic panels**, **extreme close-up sequences**, **scratchy pen-and-ink crosshatching**, and **1960s op-art pattern integration** for **exact format specification** - NOT conventional comic grids, bright illustration, or linear panel storytelling." **Anti-Conventional Priority:** **NO standard comic panel grids, bright cheerful colors, conventional storytelling layouts, or realistic presentation that eliminates psychedelic fragmentation and sophisticated noir atmosphere.** **Completely redraw emphasizing fragmented cinematic sequences with sophisticated pen-and-ink crosshatching and 1960s psychedelic aesthetic integration.** **Face-Treatment Flag:** `pen-crosshatch` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `format-native` **Psychedelic Medium Enforcement:** **Subject must exhibit sophisticated noir fragmentation with cinematic panel breakdown and 1960s aesthetic integration, not conventional or bright presentation.** **Mode Selector:** Choose [Psychedelic Character] or [Fragmented Sequence] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **3:4** (Italian album portrait emphasis)
+- **8.5:11** (magazine layout format)
+- **2:3** (European comic standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** format-native with fragmented cinematic expansion and irregular panel design
+- **Spatial Allocation:** Subject positioned within fragmented panel sequences with cinematic close-up emphasis and non-linear storytelling flow
+- **Background Treatment:** Extend 1960s Milan environments with op-art patterns, psychedelic interior design, and sophisticated urban noir atmospheres
+- **Format Justification:** Crepax's Italian comics tradition requires innovative panel fragmentation supporting cinematic storytelling and psychedelic visual sophistication
+## 3) Style Context & Material Authenticity
+
+Guido Crepax's revolutionary approach (1965-2003) established **psychedelic noir comics sophistication** through **innovative panel fragmentation** and **cinematic sequential storytelling excellence**. Production method emphasizes **pen-and-ink crosshatching mastery** with **black Chinese ink techniques**, **1960s op-art movement influence**, **cinematic montage panel design**, **fashion illustration integration**, and **architectural design background sophistication**. Purpose centers on **adult comics legitimization** through **psychological exploration** and **sophisticated erotic storytelling** within **1960s cultural revolution context**. Hallmark motifs include **extreme close-up detail sequences (eyes, lips, hands)**, **fragmented non-linear panel arrangements**, **1960s fashion and interior design elements**, **op-art psychedelic patterns**, **Louise Brooks-inspired bob hairstyles**, **sophisticated urban Milan settings**, **surreal dream sequence integration**, and **film noir atmospheric sophistication**. Period framing encompasses **1960s-1970s Milan cultural revolution** with **psychedelic aesthetic sophistication** creating **adult comics artistic legitimacy**. **Tone Tag:** Sophisticated psychedelic noir.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Sophisticated pen-and-ink crosshatching** with **scratchy delicate precision** ranging **0.3-1.2 pt** based on **atmospheric depth emphasis** and **detail hierarchy sophistication**; **classical drawing foundation** with **fashion illustration precision** and **architectural accuracy**. **Fragmented panel definition** with **cinematic sequence emphasis**. **Color:** **Monochromatic black-and-white palette** at **100% contrast** with **sophisticated crosshatching relationships** and **atmospheric noir emphasis**. **Crepax signature monochrome approach**: **pure black Chinese ink (#000000)**, **white negative space (#ffffff)**, **crosshatched mid-tones through line density variation**, **op-art pattern integration through geometric line work**. **High-contrast chiaroscuro modeling** with **sophisticated atmospheric depth through crosshatching density**. **Texture:** **Visible pen-and-ink surface** with **crosshatching texture mastery** and **1960s aesthetic pattern integration**. **Sophisticated texture excellence**: **fabric rendering through directional crosshatching, skin modeling through delicate line work, architectural detail precision through crosshatch perspective, op-art pattern integration through geometric line repetition**. **Italian album surface quality** throughout. **Detail hierarchy:** **Extreme close-up details** receive **maximum crosshatching attention** with **fragmented panel emphasis**, **1960s fashion elements** rendered with **fashion illustration precision** and **period accuracy**, **environmental Milan settings** showing **sophisticated urban noir mastery**, **panel fragmentation** prioritized for **cinematic storytelling excellence**. **Material simulation:** **Pen-and-ink crosshatching techniques** with **sophisticated line density variation** and **atmospheric noir surface treatment**. **Psychedelic surface effects**: **op-art pattern integration, crosshatched atmospheric depth, fragmented panel design, sophisticated noir lighting** all with **1960s aesthetic sophistication**. **Panel Requirements:** **Mandatory fragmented irregular panel arrangements** with **cinematic close-up sequences**, **non-linear storytelling flow**, **extreme detail focus areas**. **Canvas Adaptation Anchor:** Psychedelic noir composition extends naturally within declared aspect ratio with fragmented panel innovation and sophisticated 1960s aesthetic integration. **Renderer mapping hint:** Set stylization to 85-95%, emphasis on crosshatching texture, ensure monochromatic contrast, prioritize fragmented panel layouts. **Critical crosshatching enforcement:** All surfaces must show visible pen-and-ink crosshatching technique. **Critical fragmentation enforcement:** Panel layouts must break conventional comic grid patterns with cinematic sequencing.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **1960s Milan fashion styling** with **Louise Brooks bob hairstyle influence** and **sophisticated European design**, **period-accurate mod clothing** with **op-art pattern integration** and **fashion illustration precision**, **sophisticated urban attire** showing **1960s cultural revolution fashion** and **professional photography styling**, ornament scale **2-3** (1960s jewelry with geometric design, fashion accessories with period accuracy, sophisticated elements); hair & makeup scale **2** (Louise Brooks bob styling with **1960s sophistication**); **period-accurate footwear** with **1960s fashion authenticity**.
+- **Adults (male-presenting):** **1960s Milan masculine styling** with **sophisticated European fashion**, **period-accurate clothing** with **urban professional design** and **cultural revolution influence**; accessories **1-2** pieces (1960s items, urban professional gear); **sophisticated Milan aesthetic** with **period accuracy**.
+- **Fabric behavior:** **1960s fashion fabric physics** with **mod styling drape** and **sophisticated interaction** showing **period environmental conditions** and **Milan urban integration**.
+- **Wardrobe variation required:** Change garment patterns/styles between iterations through 1960s fashion palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [photography camera, 1960s furniture with op-art design, Milan architectural elements, psychedelic interior objects, sophisticated urban items]
+  occasional: [vintage Italian design pieces, 1960s art objects, fashion accessories, Milan street elements]
+  rare: [period art collection pieces, sophisticated design artifacts, cultural revolution symbols, Milan luxury items]
+  micro: [1960s pattern details, sophisticated design accents, period fashion elements, Milan urban textures]
+  exclusions:
+    - "no modern items inappropriate to 1960s Milan sophistication"
+    - "no crude objects that break sophisticated psychedelic noir integration"
+  dependencies:
+    - "1960s items require period accuracy and sophisticated design integration"
+    - "Milan elements must support sophisticated urban noir and psychedelic aesthetic excellence"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "conventional comic panel grids", "bright cheerful coloration", "realistic linear storytelling", "standard comic layouts"; **NO conventional layouts that eliminate fragmented cinematic innovation**; **NO bright colors that break sophisticated monochromatic noir**; **NO linear storytelling that lacks psychedelic fragmentation**; **NO standard comic presentation that eliminates 1960s aesthetic sophistication**. **✓ Canvas Positives:** "exactly [declared ratio]", "fragmented cinematic panel sequences", "sophisticated pen-and-ink crosshatching", "1960s op-art pattern integration"; **Fragmented panel innovation** with **cinematic storytelling mastery**; **Sophisticated crosshatching technique** with **atmospheric noir depth**; **1960s aesthetic integration** with **psychedelic pattern sophistication**; **Milan urban environment** with **cultural revolution context**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 3:4 Italian Album:** Fragmented character sequences with 1960s environmental support and sophisticated panel innovation
+- **For 8.5:11 Magazine:** Editorial layout with Crepax's cinematic fragmentation and psychedelic aesthetic context
+- **For 2:3 European Standard:** Comic emphasis with sophisticated noir treatment and fragmented storytelling integration
+
+**Staging:** Subjects positioned within **sophisticated psychedelic scenarios** showing **cinematic character presentation** and **1960s cultural integration** in **sophisticated Milan noir environments**. **Camera/perspective:** **Fragmented cinematic angles** supporting **extreme close-up sequences** and **sophisticated storytelling excellence**. **Background density:** **Sophisticated Milan environments** with **1960s aesthetic effects**, **op-art pattern integration**, and **psychedelic atmospheric quality**. **Panel Requirements:** **Mandatory irregular fragmented panel arrangements** with **cinematic close-up emphasis**, **non-linear storytelling flow**, **extreme detail focus sequences**, **sophisticated visual narrative design**. **Surface Context Anchor:** Sophisticated pen-and-ink surface with crosshatching appropriate to psychedelic noir comics **Ratio Enforcement Anchor:** Fragmented panel environments extend naturally within declared ratio while maintaining cinematic innovation and sophisticated 1960s aesthetic integration.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for Italian comics tradition; **allow embedded text** for **sophisticated storytelling purposes**.
+
+**Ratio-Appropriate Zones:** Fragmented composition optimized for declared aspect ratio with **sophisticated comic text integration**
+
+**Copy limits:** ≤3 words/line for **sophisticated titles**, ≤4 speech elements positioned within **fragmented panel composition**
+
+**Font recommendation:** **Closest Google Font: Playfair Display (sophisticated European analog, 80%). Better: Sophisticated serif fonts appropriate to Italian comics sophistication.**
+
+**Format-Specific Text Rules:**
+
+- **Italian album mode:** mandatory sophisticated text integration, artistic > commercial hierarchy, sophisticated typography
+- **Magazine layout mode:** editorial text integration with sophisticated design
+- **European comic mode:** sophisticated speech balloon integration within fragmented panels
+
+**Historical accuracy:** fonts must support 1960s Italian sophistication without breaking psychedelic noir authenticity.
+
+------
diff --git a/styles/european_comics/jean_claude_mezieres_space_opera.md b/styles/european_comics/jean_claude_mezieres_space_opera.md
new file mode 100644
index 0000000..440b83b
--- /dev/null
+++ b/styles/european_comics/jean_claude_mezieres_space_opera.md
@@ -0,0 +1,117 @@
+---
+id: jean_claude_mezieres_space_opera
+group: European Comics
+movement: Franco-Belgian Space Opera
+artist: Jean-Claude Mézières
+display_name: Jean-Claude Mézières — Retro-Futuristic Space Opera
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '16:9'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Mézières framed Valérian albums at 2:3, cinematic vistas at 16:9, and intimate
+  character plates in 3:4 adventure ratios.
+modes:
+  - Space Opera Adventure
+  - Retro-Futuristic Explorer
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Jean-Claude Mézières mapped the cosmos with buoyant Valérian adventures,
+  pairing humanist explorers with gleaming retro-futuristic craft. His boards
+  overflow with optimistic palettes, readable machinery, and bustling alien
+  capitals that still feel welcoming. This recipe keeps that bright adventure
+  spirit while forbidding recycled movie props or real-world insignia.
+hero_image: null
+---
+
+
+# Jean-Claude Mézières Style - Retro-Futuristic Space Opera
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 space opera album** or **16:9 cosmic panorama** - ignore source image dimensions completely. **CRITICAL RETRO-FUTURISTIC DOMINANCE:** Jean-Claude Mézières' optimistic retro-futuristic space opera with **detailed mechanical precision** and **humanistic adventure spirit** overrides ALL dark sci-fi, dystopian futures, and pessimistic space imagery. **COMPLETE RETRO-FUTURISTIC TRANSFORMATION WITH OPTIMISTIC ADVENTURE REQUIRED.** **Redraw command:** "Transform subject into authentic **Jean-Claude Mézières retro-futuristic space opera** with **detailed mechanical precision**, **optimistic adventure atmosphere**, and **humanistic sci-fi exploration** for **exact format specification** - NOT dark dystopian sci-fi, pessimistic futures, or mechanical complexity without human heart." **Anti-Dystopian Priority:** **NO dark atmospheric rendering, pessimistic sci-fi themes, or dehumanized technology that eliminates optimistic adventure spirit and humanistic exploration wonder.** **Completely redraw emphasizing bright retro-futuristic optimism with detailed mechanical adventure integration.** **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `adaptive-extend` **Retro-Futuristic Medium Enforcement:** **Subject must exhibit optimistic mechanical precision with humanistic adventure integration, not dark or dystopian presentation.** **Mode Selector:** Choose [Space Opera Adventure] or [Retro-Futuristic Explorer] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (space opera album standard)
+- **16:9** (cosmic adventure panorama)
+- **3:4** (character adventure portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with retro-futuristic adventure expansion
+- **Spatial Allocation:** Subject positioned within optimistic space environments emphasizing adventure wonder and mechanical precision
+- **Background Treatment:** Extend detailed retro-futuristic cities, elegant spacecraft designs, alien worlds with adventure beauty, and humanistic technological integration with optimistic atmospheric effects
+- **Format Justification:** Mézières' European space opera tradition requires bright adventure framing supporting retro-futuristic optimism and humanistic exploration through detailed mechanical precision
+## 3) Style Context & Material Authenticity
+
+Jean-Claude Mézières' influential approach (1967-2022) established **retro-futuristic space opera optimism** through **detailed mechanical precision** and **humanistic adventure spirit**. Production method emphasizes **precise technical illustration** with **American West adventure influence**, **Fifth Element film design collaboration**, **detailed spacecraft mechanical accuracy**, **optimistic space exploration atmosphere**, and **humanistic sci-fi storytelling excellence**. Purpose centers on **optimistic space adventure** through **retro-futuristic mechanical exploration** and **humanistic technological integration**. Hallmark motifs include **elegant retro-futuristic spacecraft with detailed mechanical precision**, **optimistic alien worlds with adventure beauty**, **humanistic space exploration with adventure spirit**, **detailed technological integration with human accessibility**, **bright atmospheric space environments**, **adventure partnership dynamics between explorers**, and **retro-futuristic fashion with practical adventure design**. Period framing encompasses **optimistic space opera futures** with **retro-futuristic sophistication** creating **humanistic adventure sci-fi**. **Tone Tag:** Optimistic retro-futuristic adventure.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Precise retro-futuristic line work** with **mechanical detail emphasis** ranging **0.4-1.2 pt** based on **adventure technical hierarchy** and **humanistic precision integration**; **detailed mechanical accuracy** with **optimistic clarity definition**. **Space opera adventure definition** with **retro-futuristic precision**. **Color:** **Bright optimistic palette** at **75-90% saturation** with **retro-futuristic color relationships** and **adventure atmosphere emphasis**. **Mézières signature optimistic approach**: **bright space blues (#4169e1, #1e90ff)**, **optimistic adventure oranges (#ff8c00, #ffa500)**, **retro-futuristic purples (#9370db, #8a2be2)**, **humanistic greens (#32cd32, #228b22)**. **Bright color temperature modeling** with **optimistic atmospheric integration**. **Texture:** **Detailed retro-futuristic surface** with **mechanical precision mastery** and **adventure atmospheric effects**. **Space opera texture mastery**: **spacecraft surfaces with detailed mechanical precision, adventure clothing with practical retro-futuristic design, alien environments with optimistic beauty integration, technological elements with humanistic accessibility precision**. **European space opera surface quality** throughout. **Detail hierarchy:** **Adventure characters** receive **maximum humanistic attention** with **optimistic space opera emphasis and retro-futuristic integration**, **mechanical elements** rendered with **detailed technical precision** and **adventure functionality detail**, **space environments** showing **retro-futuristic atmospheric mastery**, **humanistic exploration** prioritized for **optimistic adventure inspiration**. **Material simulation:** **Precise technical illustration techniques** with **retro-futuristic mastery** and **optimistic surface treatment**. **Adventure space opera effects**: **detailed mechanical modeling, optimistic atmospheric precision, humanistic technology integration, retro-futuristic environmental complexity** all with **adventure sophistication**. **Canvas Adaptation Anchor:** Retro-futuristic space opera composition extends naturally within declared aspect ratio with optimistic adventure emphasis and humanistic technological presentation. **Renderer mapping hint:** Set stylization to 70-80%, chaos to 10-20%, CFG scale 8-12 for **optimistic space opera** with **retro-futuristic mechanical integration**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Retro-futuristic adventure styling** with **optimistic space opera integration** and **humanistic exploration design**, **practical space adventure clothing** with **detailed mechanical functionality** and **optimistic environmental adaptation**, **elegant retro-futuristic garments** showing **adventure capability design** and **space opera atmospheric practicality**, ornament scale **2-3** (adventure accessories with retro-futuristic detail, space exploration elements, optimistic technological gear); hair & makeup scale **1-2** (adventure styling for **optimistic space opera authenticity**); **practical space adventure footwear** with **retro-futuristic terrain capability**.
+- **Adults (male-presenting):** **Space opera adventure styling** with **retro-futuristic character emphasis**, **detailed adventure clothing design** showcasing **optimistic space exploration** and **humanistic technological survival**; accessories **2-3** pieces (space adventure tools, retro-futuristic exploration gear); **optimistic space explorer aesthetic** with **retro-futuristic sophistication**.
+- **Youth (girls/boys):** **Age-appropriate space adventure styling** with **retro-futuristic elements** and **optimistic exploration design**; **appropriate adventure accessories** supporting **character development**; **practical footwear** for **space opera adventures**.
+- **Fabric behavior:** **Retro-futuristic adventure fabric physics** with **optimistic space drape** and **mechanical interaction** showing **atmospheric space conditions** and **retro-futuristic environmental integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [retro-futuristic spacecraft with detailed mechanics, optimistic space exploration tool, adventure communication device, humanistic technology, space opera vehicle]
+  occasional: [elegant alien artifact with adventure beauty, detailed retro-futuristic weapon, optimistic space instrument, adventure exploration element]
+  rare: [legendary space opera artifact with retro-futuristic precision, optimistic alien technology, adventure cosmic treasure, humanistic space relic]
+  micro: [retro-futuristic detail, optimistic space accent, adventure technological element, space opera environmental particle]
+  exclusions:
+    - "no dystopian items inappropriate to optimistic retro-futuristic adventure"
+    - "no dark objects that break bright space opera integration"
+  dependencies:
+    - "space opera items require retro-futuristic design and optimistic adventure functionality"
+    - "exploration elements must support humanistic space adventure and optimistic technological integration"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "dark dystopian sci-fi", "pessimistic future imagery", "dehumanized technology presentation", "gothic space atmosphere"; **NO dark surfaces that eliminate optimistic retro-futuristic quality**; **NO pessimistic elements that break bright adventure integration**; **NO dehumanized poses that lack humanistic space exploration emphasis**; **NO gothic complexity that eliminates retro-futuristic adventure optimism**. **✓ Canvas Positives:** "exactly [declared ratio]", "optimistic retro-futuristic space opera", "detailed mechanical adventure precision", "humanistic exploration integration"; **Bright adventure mastery** with **retro-futuristic space integration**; **Optimistic space environments** with **adventure beauty vista creation and detailed mechanical precision**; **Humanistic character integration** within **space opera storytelling and retro-futuristic exploration navigation**; **Bright atmospheric effects** with **optimistic presentation emphasis and adventure exploration**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Space Opera Album:** Adventure character optimistic integration with retro-futuristic environmental support and space opera album impact, vertical emphasis with exploration subject within bright mechanical landscapes ≥70%
+- **For 16:9 Cosmic Adventure:** Panoramic retro-futuristic atmosphere with space integration, elegant spacecraft elements, and optimistic environmental mastery with adventure exploration scale
+- **For 3:4 Adventure Portrait:** Character focus with Mézières' optimistic treatment and humanistic space context within retro-futuristic environments
+
+**Staging:** Subjects positioned within **optimistic space opera scenarios** showing **humanistic exploration** and **retro-futuristic adventure capability** in **bright space environments with elegant mechanical adventure elements**. **Camera/perspective:** **Adventure exploration angles** supporting **optimistic space drama** and **retro-futuristic excellence**. **Background density:** **Optimistic space opera environments** with **bright atmospheric effects**, **elegant retro-futuristic architectural elements**, **humanistic exploration integration**, and **adventure environmental quality with optimistic mechanical precision**. **Environmental Requirements:** **Mandatory bright space landscapes with retro-futuristic precision**, **elegant spacecraft or mechanical adventure elements**, **optimistic alien integration or humanistic exploration symbols**, **bright atmospheric perspective with adventure wonder**, **retro-futuristic precision creating optimistic exploration contemplation**. **Surface Context Anchor:** Optimistic retro-futuristic space surface with adventure precision appropriate to humanistic space opera exploration **Ratio Enforcement Anchor:** Bright space opera environments extend naturally within declared ratio while maintaining humanistic exploration character focus and optimistic retro-futuristic adventure excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for space opera tradition; **allow embedded text** for **retro-futuristic adventure storytelling**.
+
+**Ratio-Appropriate Zones:** Space opera composition optimized for declared aspect ratio with **optimistic space adventure text integration**
+
+**Copy limits:** ≤4 words/line for **space opera titles**, ≤5 coverlines positioned within **retro-futuristic composition**
+
+**Font recommendation:** **Closest Google Font: Orbitron (retro-futuristic space analog, 80%). Better: Optimistic space opera fonts appropriate to retro-futuristic adventure excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Space opera album mode:** mandatory optimistic text integration, adventure exploration hierarchy, retro-futuristic space typography
+- **Adventure portrait mode:** optional humanistic character text elements
+- **Cosmic panorama mode:** optimistic space text integration supporting retro-futuristic adventure mood
+
+**Historical accuracy:** fonts must support optimistic space opera atmosphere without breaking retro-futuristic adventure authenticity.
+
+------
diff --git a/styles/european_comics/juanjo_guarnido_anthro_noir.md b/styles/european_comics/juanjo_guarnido_anthro_noir.md
new file mode 100644
index 0000000..bd3190f
--- /dev/null
+++ b/styles/european_comics/juanjo_guarnido_anthro_noir.md
@@ -0,0 +1,116 @@
+---
+id: juanjo_guarnido_anthro_noir
+group: European Comics
+movement: Blacksad Anthropomorphic Noir
+artist: Juanjo Guarnido
+display_name: Juanjo Guarnido — Anthropomorphic Noir Realism
+style_scope: single-artist
+ratios:
+  - '17:22'
+  - '16:9'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Guarnido paints European album pages at 8.5×11 (≈17:22), cinematic
+  double-wides at 16:9, and tight detective portraits at 3:4.
+modes:
+  - Noir Character
+  - Atmospheric Scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Juanjo Guarnido renders the Blacksad menagerie with Disney-calibrated anatomy,
+  watercolor smoke, and 1950s grit. Every whisker, fedora, and neon reflection
+  sells the noir mood without slipping into caricature. We keep that cinematic
+  realism while ensuring new cases, new signage, and zero borrowed trademarks.
+hero_image: null
+---
+
+
+# Juanjo Guarnido Style - Anthropomorphic Noir Realism
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **8.5:11 European album** or **16:9 cinematic panorama** - ignore source image dimensions completely. **CRITICAL ANTHROPOMORPHIC NOIR DOMINANCE:** Juanjo Guarnido's hyperrealistic anthropomorphic characters with **detailed watercolor backgrounds** and **film noir atmospheric lighting** overrides ALL cartoon animal styles, flat backgrounds, and non-cinematic character presentation. **COMPLETE ANTHROPOMORPHIC TRANSFORMATION WITH DETAILED ENVIRONMENTAL REALISM REQUIRED.** **Redraw command:** "Transform subject into authentic **Juanjo Guarnido anthropomorphic noir realism** with **detailed animal head on human body proportions**, **hyperrealistic watercolor backgrounds**, **film noir lighting and shadows**, and **1950s period accuracy** for **exact format specification** - NOT cartoon animals, flat backgrounds, or non-noir character design." **Anti-Cartoon Priority:** **NO cartoon animal styles, simplified backgrounds, bright non-noir colors, or amateur anthropomorphic design that eliminates hyperrealistic detail and atmospheric sophistication.** **Completely redraw emphasizing hyperrealistic anthropomorphic characters with detailed environmental backgrounds and film noir atmospheric mastery.** **Face-Treatment Flag:** `watercolor-soft` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `adaptive-extend` **Anthropomorphic Medium Enforcement:** **Subject must exhibit hyperrealistic anthropomorphic design with detailed atmospheric backgrounds, not cartoon or simplified presentation.** **Mode Selector:** Choose [Noir Character] or [Atmospheric Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **8.5:11** (European album standard)
+- **16:9** (cinematic panoramic scene)
+- **3:4** (detailed character portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with atmospheric noir expansion and detailed environmental design
+- **Spatial Allocation:** Subject positioned for maximum character expression with atmospheric environmental context and cinematic composition
+- **Background Treatment:** Extend detailed 1950s American environments with hyperrealistic architectural accuracy, period vehicle design, and atmospheric lighting effects
+- **Format Justification:** Guarnido's European album tradition requires detailed framing supporting anthropomorphic character focus and atmospheric environmental storytelling
+## 3) Style Context & Material Authenticity
+
+Juanjo Guarnido's masterful approach (2000-present) established **anthropomorphic noir realism** through **hyperrealistic character design** and **atmospheric environmental mastery**. Production method emphasizes **traditional watercolor and ink techniques** with **Disney animation training influence**, **detailed background rendering**, **film noir atmospheric study**, **1950s period research accuracy**, and **European album production standards**. Purpose centers on **noir storytelling sophistication** through **anthropomorphic character psychology** and **atmospheric environmental integration**. Hallmark motifs include **detailed anthropomorphic animal heads with realistic human body proportions**, **hyperrealistic 1950s American urban environments**, **film noir atmospheric lighting with deep shadows**, **detailed period vehicle and architectural accuracy**, **atmospheric smoke and environmental effects**, **sophisticated character expression through animal features**, **detailed fabric and clothing rendering**, and **cinematic composition with environmental storytelling**. Period framing encompasses **1950s American noir settings** with **atmospheric sophistication** creating **anthropomorphic detective excellence**. **Tone Tag:** Atmospheric anthropomorphic noir.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Hyperrealistic illustration line work** with **detailed precision** ranging **0.2-1.0 pt** based on **character detail hierarchy** and **environmental atmospheric emphasis**; **Disney animation training foundation** with **anatomical accuracy** and **character expression mastery**. **Anthropomorphic proportion systems** with **realistic human body integration**. **Color:** **Atmospheric noir palette** at **70-90% saturation** with **period color relationships** and **film noir atmospheric emphasis**. **Guarnido signature approach**: **atmospheric browns (#8b4513, #a0522d)**, **noir shadow blues (#1e3a8a, #3730a3)**, **period automotive colors (#dc143c, #2f4f4f)**, **warm interior lighting (#ffd700, #cd853f)**, **atmospheric smoke grays (#696969, #2f2f2f)**. **Cinematic color temperature modeling** with **atmospheric depth through color**. **Texture:** **Detailed watercolor and ink surface** with **hyperrealistic texture variety** and **atmospheric environmental effects**. **Anthropomorphic texture mastery**: **animal fur rendering with detailed precision, fabric drape accuracy with period authenticity, environmental surface detail with hyperrealistic precision, atmospheric effects with noir integration**. **European album surface quality** throughout. **Detail hierarchy:** **Anthropomorphic character expression** receives **maximum hyperrealistic attention** with **animal feature precision**, **1950s environmental elements** rendered with **period accuracy** and **detailed atmospheric integration**, **background environments** showing **hyperrealistic architectural mastery**, **atmospheric effects** prioritized for **film noir excellence**. **Material simulation:** **Traditional watercolor and ink techniques** with **detailed precision** and **atmospheric surface treatment**. **Noir atmospheric effects**: **detailed shadow modeling, environmental smoke rendering, period material authenticity, atmospheric lighting integration** all with **anthropomorphic sophistication**. **Anthropomorphic Requirements:** **Animal heads must maintain species characteristics while expressing human emotions** with **realistic proportional integration**. **Canvas Adaptation Anchor:** Anthropomorphic noir composition extends naturally within declared aspect ratio with atmospheric environmental detail and character expression mastery. **Renderer mapping hint:** Set stylization to 80-90%, chaos to 10-20%, CFG scale 10-14 for **hyperrealistic anthropomorphic detail** with **atmospheric noir integration**. **Critical anthropomorphic enforcement:** Characters must display realistic animal features with human emotional expression. **Critical atmospheric enforcement:** Detailed environmental backgrounds with film noir lighting throughout. **Critical period enforcement:** 1950s accuracy in all environmental and costume elements.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **1950s period styling** with **film noir sophistication** and **detailed accuracy**, **period-accurate clothing** with **atmospheric design** and **hyperrealistic fabric rendering**, **noir character attire** showing **1950s fashion authenticity** and **atmospheric integration**, ornament scale **1-2** (period jewelry with 1950s accuracy, noir accessories, atmospheric elements); hair & makeup scale **1-2** (1950s styling with **period authenticity**); **period-accurate footwear** with **1950s fashion precision**.
+- **Adults (male-presenting):** **1950s masculine noir styling** with **detective period accuracy**, **atmospheric clothing design** with **hyperrealistic fabric detail** and **period authenticity**; accessories **1-2** pieces (noir detective items, 1950s period gear, atmospheric props); **anthropomorphic detective aesthetic** with **atmospheric sophistication**.
+- **Fabric behavior:** **1950s period fabric physics** with **atmospheric interaction** and **detailed drape** showing **environmental noir conditions** and **period accuracy integration**.
+- **Wardrobe variation required:** Change garment styles/colors between iterations through 1950s period palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [1950s detective equipment, period vehicles, atmospheric cityscape elements, noir investigation tools, period furniture]
+  occasional: [vintage firearms, detective case files, 1950s technology, atmospheric street elements]
+  rare: [period luxury items, detective memorabilia, atmospheric noir artifacts, 1950s collectibles]
+  micro: [period detail elements, atmospheric effects, 1950s design accents, noir environmental textures]
+  exclusions:
+    - "no modern items inappropriate to 1950s period accuracy"
+    - "no cartoon props that break hyperrealistic anthropomorphic integration"
+  dependencies:
+    - "1950s items require period accuracy and atmospheric noir integration"
+    - "detective elements must support anthropomorphic character development and atmospheric excellence"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "cartoon animal styles", "flat environmental backgrounds", "bright non-noir colors", "simplified anthropomorphic design"; **NO cartoon techniques that eliminate hyperrealistic anthropomorphic detail**; **NO flat backgrounds that lack atmospheric environmental depth**; **NO bright colors that break film noir atmospheric integration**; **NO simplified character design that lacks anthropomorphic sophistication**. **✓ Canvas Positives:** "exactly [declared ratio]", "hyperrealistic anthropomorphic characters", "detailed atmospheric backgrounds", "film noir lighting mastery"; **Anthropomorphic hyperrealism** with **detailed animal feature precision**; **Atmospheric environmental detail** with **1950s period accuracy**; **Film noir lighting effects** with **atmospheric depth mastery**; **European album quality** with **detailed background integration**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 8.5:11 European Album:** Anthropomorphic character prominence with detailed atmospheric environmental support and European album sophistication
+- **For 16:9 Cinematic:** Panoramic noir atmosphere with anthropomorphic character integration and detailed environmental mastery
+- **For 3:4 Character Portrait:** Portrait focus with Guarnido's anthropomorphic detail treatment and atmospheric noir context
+
+**Staging:** Subjects positioned within **atmospheric noir scenarios** showing **anthropomorphic character psychology** and **detailed environmental integration** in **hyperrealistic 1950s environments**. **Camera/perspective:** **Cinematic noir angles** supporting **character expression emphasis** and **atmospheric environmental excellence**. **Background density:** **Detailed 1950s environments** with **hyperrealistic atmospheric effects**, **period architectural accuracy**, and **noir environmental quality**. **Environmental Requirements:** **Mandatory detailed background rendering** with **1950s period accuracy**, **atmospheric lighting effects**, **architectural environmental detail**, **period vehicle and object integration**. **Surface Context Anchor:** European album watercolor and ink surface appropriate to anthropomorphic noir storytelling **Ratio Enforcement Anchor:** Atmospheric noir environments extend naturally within declared ratio while maintaining anthropomorphic character focus and detailed environmental excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for European album tradition; **allow embedded text** for **noir storytelling purposes**.
+
+**Ratio-Appropriate Zones:** Anthropomorphic composition optimized for declared aspect ratio with **European album text integration**
+
+**Copy limits:** ≤4 words/line for **noir titles**, ≤5 speech elements positioned within **atmospheric composition**
+
+**Font recommendation:** **Closest Google Font: Playfair Display (noir sophistication analog, 85%). Better: Film noir fonts appropriate to atmospheric detective excellence.**
+
+**Format-Specific Text Rules:**
+
+- **European album mode:** mandatory text integration, story > artistic hierarchy, noir typography
+- **Cinematic mode:** optional atmospheric title integration
+- **Character portrait mode:** minimal text emphasis for character focus
+
+**Historical accuracy:** fonts must support 1950s noir tradition without breaking anthropomorphic atmospheric authenticity.
+
+------
diff --git a/styles/european_comics/milo_manara_classical_watercolor.md b/styles/european_comics/milo_manara_classical_watercolor.md
new file mode 100644
index 0000000..980ae49
--- /dev/null
+++ b/styles/european_comics/milo_manara_classical_watercolor.md
@@ -0,0 +1,103 @@
+---
+id: milo_manara_classical_watercolor
+group: European Comics
+movement: Italian Classical Illustration
+artist: Milo Manara
+display_name: Milo Manara — Classical Watercolor Illustration
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '1:1'
+ratios_status: provisional
+ratios_notes: >
+  Manara composes European album plates at 2:3, statuesque portraits at 3:4, and
+  gallery studies in balanced 1:1 squares.
+modes:
+  - Classical Figure Study
+  - Renaissance Scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Milo Manara paints Renaissance grace with inky confidence—transparent washes,
+  sinuous poses, and architectural backdrops that glow. His figures feel sensual
+  yet studied, grounded in classical proportion rather than shock value. We echo
+  that elegance while ensuring attire, context, and gestures remain comfortably
+  within MuseoMorph safety bands.
+hero_image: null
+---
+
+
+# Milo Manara Style
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signature; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 European illustration format** or **3:4 classical portrait** - ignore source image dimensions completely. **CRITICAL CLASSICAL ILLUSTRATION DOMINANCE:** Milo Manara's traditional watercolor and ink technique overrides ALL digital painting, photorealistic rendering, and modern illustration approaches. **COMPLETE TRADITIONAL ILLUSTRATION TRANSFORMATION WITH RENAISSANCE INFLUENCE REQUIRED.** **Redraw command:** "Transform subject into authentic **Milo Manara classical watercolor illustration** for **exact format specification** - NOT digital painting, photorealistic rendering, or modern illustration techniques." **Anti-Digital Priority:** **NO digital painting smoothness, photorealistic skin textures, or modern rendering that eliminates traditional watercolor transparency and classical ink line work.** **Completely redraw using Manara's traditional illustration techniques with watercolor transparency, classical figure proportions, and Renaissance-influenced composition.** Identity through **classical artistic archetype and elegant gesture ONLY, NOT photographic accuracy.** **Face-Treatment Flag:** `diffusion-soft` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `adaptive-extend` **Traditional Illustration Medium Enforcement:** **Subject must look like classical watercolor illustration with Renaissance proportions and traditional technique transparency, not digital art or photograph.** **Complete conversion to traditional illustration medium with classical artistic sophistication.** **Mode Selector:** Choose [Classical Figure Study] or [Renaissance Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (European album format)
+- **3:4** (classical portrait)
+- **1:1** (artistic composition)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with classical environmental expansion
+- **Spatial Allocation:** Subject positioned for maximum elegant impact (classical positioning with Renaissance-influenced composition)
+- **Background Treatment:** Extend sophisticated classical environments (Renaissance architecture, natural landscapes, artistic interiors) with atmospheric depth and cultural sophistication
+- **Format Justification:** Manara's European tradition requires elegant framing supporting figure beauty and classical storytelling with Renaissance sophistication
+## 3) Style Context & Material Authenticity
+
+Milo Manara's distinguished approach (1969-present) established **sensual classical realism** through **Renaissance-influenced figure mastery** and **sophisticated line work excellence**. Production method emphasizes **traditional illustration techniques** with **classical art study influence**, **precise anatomical foundation**, **watercolor and ink integration**, and **European artistic sophistication**. Purpose centers on **elegant storytelling** through **figure beauty** and **classical cultural integration**. Hallmark motifs include **graceful feminine figures with classical proportions and Renaissance beauty ideals**, **sophisticated architectural backgrounds with cultural accuracy**, **flowing fabric and natural elements with classical rendering**, **elegant color harmony supporting romantic mood**, **classical poses with anatomical sophistication**, and **Renaissance artistic elements integrated with contemporary narrative**. Period framing encompasses **timeless classical beauty** with **European artistic sophistication** creating **elegant figure-centered storytelling**. **Tone Tag:** Classical sensual sophistication.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Classical ink line work** with **sophisticated variation** ranging **0.4-1.5 pt** based on **classical drawing hierarchy**; **Manara traditional characteristics**: **confident ink contours**, **classical figure definition**, **Renaissance-influenced line quality**, **traditional drawing tool marks**. **Anatomical accuracy** within **classical artistic proportions**. **Color:** **Watercolor transparency effects** at **70-85% saturation** with **traditional pigment behavior** and **classical color relationships**. **Manara watercolor palette**: **warm earth tones (#d2b48c)**, **classical flesh tones (#fdbcb4)**, **architectural stone colors (#a0a0a0)**, **natural landscape greens (#8fbc8f)**. **Watercolor layering effects** with **transparent overlays** and **traditional medium characteristics**. **Texture:** **Traditional watercolor surface quality** with **paper texture indication** and **classical illustration techniques**. **Manara traditional details**: **watercolor edge bleeding (2-4px)**, **ink line confidence**, **classical architectural detail**, **traditional fabric drape rendering**. **Renaissance artistic surface authenticity** throughout. **Detail hierarchy:** **Classical figure excellence** with **Renaissance anatomical accuracy**, **sophisticated architectural backgrounds** with **classical detail**, **traditional illustration tool marks**, **watercolor transparency effects** showing **authentic medium behavior**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Classical beauty styling** with **Renaissance elegance** and **sophisticated grace**, **flowing classical garments** with **cultural accuracy** and **elegant drape**, **timeless fashion elements** showing **classical beauty ideals** and **sophisticated design**, ornament scale **2-3** (classical jewelry, elegant accessories, cultural elements); hair & makeup scale **2-3** (classical styling with **Renaissance beauty emphasis**); **elegant footwear** with **classical sophistication**.
+- **Adults (male-presenting):** **Classical masculine styling** with **Renaissance influence**, **sophisticated period clothing** with **cultural authenticity** and **elegant design**, **classical elements** including **tunics, cloaks, sophisticated accessories**; accessories **1-2** pieces (classical items, elegant props); **sophisticated masculine aesthetic** with **Renaissance foundation**.
+- **Fabric behavior:** **Classical fabric physics** with **Renaissance accuracy** and **elegant drape** showing **atmospheric conditions** and **sophisticated movement**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through classical palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [classical scroll, elegant mirror, Renaissance book, artistic quill, classical urn]
+  occasional: [musical instrument, classical sculpture, elegant jewelry, Renaissance painting, artistic tool]
+  rare: [classical masterwork, Renaissance artifact, elegant treasure, sophisticated art piece, cultural relic]
+  micro: [classical coin, elegant bead, artistic detail, cultural symbol, sophisticated accent]
+  exclusions:
+    - "no crude items inappropriate to classical elegance"
+    - "no modern objects that break Renaissance sophistication"
+  dependencies:
+    - "classical items require cultural accuracy and elegant rendering"
+    - "sophisticated elements must support figure beauty and elegant atmosphere"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "crude line work", "digital smoothness", "amateur anatomy", "flat illustration techniques"; **NO crude art that eliminates classical elegance**; **NO digital effects that break traditional illustration quality**; **NO amateur anatomy that lacks Renaissance sophistication**. **✓ Canvas Positives:** "exactly [declared ratio]", "classical figure mastery"; **Sophisticated line work** with **Renaissance influence**; **Classical anatomy accuracy** with **elegant proportion systems**; **Watercolor sophistication** with **traditional illustration excellence**; **Cultural sophistication** with **figure beauty emphasis**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Album:** Figure prominence with classical environmental support and elegant focus
+- **For 3:4 Portrait:** Classical beauty focus with Manara's sophisticated figure treatment and Renaissance context
+- **For 1:1 Artistic:** Balanced composition with figure beauty and classical environmental integration
+
+**Staging:** Subjects positioned within **sophisticated classical scenarios** showing **figure elegance** and **Renaissance beauty** in **culturally accurate environments**. **Camera/perspective:** **Classical beauty angles** supporting **figure sophistication** and **elegant presentation excellence**. **Background density:** **Sophisticated classical environments** with **Renaissance atmospheric effects** and **cultural environmental quality**. **Surface Context Anchor:** Traditional watercolor illustration surface appropriate to classical elegant storytelling **Ratio Enforcement Anchor:** Classical environments extend naturally within declared ratio while maintaining figure beauty focus and Renaissance cultural excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Manara's fine art approach; **omit all embedded text**. Manara emphasized **pure visual storytelling** through **classical figure presentation** and **sophisticated atmospheric integration**.
+
+------
diff --git a/styles/european_comics/moebius_ligne_claire.md b/styles/european_comics/moebius_ligne_claire.md
new file mode 100644
index 0000000..8183631
--- /dev/null
+++ b/styles/european_comics/moebius_ligne_claire.md
@@ -0,0 +1,109 @@
+---
+id: moebius_ligne_claire
+group: European Comics
+movement: French Bande Dessinée Ligne Claire
+artist: Jean Giraud (Moebius)
+display_name: Moebius — Crystalline Ligne Claire
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '16:9'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Ligne claire albums print tall at 2:3, cosmic panoramas stretch to 16:9, and
+  crystalline portraits stay intimate in 3:4.
+modes:
+  - Crystalline Explorer
+  - Weightless Wanderer
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Moebius turns deserts into metaphysical stages by stripping ink down to
+  razor-clean outlines and flooding them with flat, luminous colour. His
+  European album covers and Métal Hurlant spreads swing between vertical
+  promenades and panoramic vista cards, always weightless and precise. This
+  brief keeps that crystalline ligne claire discipline while banning logos, text
+  overlays, and derivative iconography.
+hero_image: null
+---
+
+
+# Moebius — Crystalline Ligne Claire Precision
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 European album format** or **16:9 panoramic vista** - ignore source image dimensions completely. **CRITICAL LIGNE CLAIRE CRYSTALLINE DOMINANCE:** Moebius' ultra-pure ligne claire technique with **flat color application** and **weightless precision** overrides ALL sketchy illustration, textural brushwork, and conventional atmospheric rendering. **COMPLETE CRYSTALLINE LIGNE CLAIRE TRANSFORMATION WITH FLAT COLOR PURITY REQUIRED.** **Redraw command:** "Transform subject into authentic **Moebius crystalline ligne claire precision** with **ultra-clean pen linework**, **flat color application without gradients**, **weightless figure clarity**, and **impossible desert crystalline landscapes** for **exact format specification** - NOT sketchy texture, brushwork rendering, or atmospheric shading techniques." **Anti-Textural Priority:** **NO rough linework, brushwork texture, atmospheric gradients, crosshatching, or earthbound realism that eliminates ligne claire crystalline purity and flat color precision.** **Completely redraw emphasizing ultra-clean pen precision with flat color application and impossible crystalline clarity.** **Face-Treatment Flag:** `ligne-claire` **Pose Flag:** `weightless-floating` **Canvas Control Flag:** `adaptive-extend` **Crystalline Medium Enforcement:** **Subject must exhibit weightless ligne claire clarity with flat color precision, not textural or atmospheric presentation.** **Mode Selector:** Choose [Crystalline Explorer] or [Weightless Wanderer] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (European album standard)
+- **16:9** (cosmic panoramic vista)
+- **3:4** (crystalline portrait focus)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with crystalline impossible landscape expansion and flat color precision
+- **Spatial Allocation:** Subject positioned within vast impossible terrains emphasizing weightless scale and crystalline wonder
+- **Background Treatment:** Extend crystalline desert vistas with flat color precision, impossible geological formations with ligne claire clarity, pterodactyl-populated skies with weightless integration
+- **Format Justification:** Moebius' European ligne claire tradition requires crystalline impossible framing supporting weightless imagination and flat color precision through ultra-clean visual clarity
+
+## 3) Style Context & Material Authenticity
+
+Jean Giraud's transformative approach as Moebius (1962-2012) established **crystalline ligne claire cosmic exploration** through **flat color precision** and **weightless impossible landscapes**. Production method emphasizes **ultra-clean pen technique mastery** with **no textural dependency**, **flat color application without atmospheric gradients**, **impossible geological precision**, **wordless storytelling excellence**, and **crystalline landscape integration**. Purpose centers on **cosmic impossible exploration** through **weightless landscape navigation** and **crystalline visual storytelling**. Hallmark motifs include **endless crystalline desert landscapes with impossible geological precision**, **floating pterodactyl companions with weightless integration**, **mysterious wandering figures in cosmic weightless isolation**, **impossible geometric landscape formations with crystalline clarity**, **ultra-precise ligne claire pen work with weightless quality**, **flat atmospheric color without traditional depth gradients**, and **wordless impossible narratives with crystalline storytelling**. Period framing encompasses **timeless cosmic impossible settings** with **crystalline ligne claire sophistication** creating **weightless imaginative exploration**. **Tone Tag:** Crystalline weightless wonder.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Ultra-precise ligne claire pen work** with **crystalline weightless clarity** ranging **0.2-0.6 pt** based on **impossible hierarchy** and **weightless precision emphasis**; **no textural dependency** - forms defined through **pure outline precision** and **flat color relationships only**. **Impossible landscape weightless definition** with **crystalline geometric precision**. **Color:** **Flat color application palette** at **85-95% saturation** with **no atmospheric gradients** and **crystalline impossible color relationships**. **Moebius signature crystalline flat approach**: **turquoise impossible skies (#40e0d0, #48d1cc) applied flat**, **orange desert impossibilities (#ff6347, #ff7f50) without gradients**, **purple cosmic mysteries (#9370db, #8a2be2) in flat application**, **golden crystalline highlights (#ffd700, #f0e68c)** for **weightless accent emphasis**. **Temperature restraint:** Keep color transitions flat; avoid gradient smoothing. **Texture:** **Absolute flat color application** with **no visible brushwork**; **line purity** carries form. **Surface:** Smooth illustration board finish emulating Moebius' ink and aniline dye process with **no tooth visible**. **Detail hierarchy:** **Primary characters** defined by **weightless outline proportions** and **flat color blocking**, **secondary elements** simplified with **pure line geometry**, **backgrounds** built from **impossible crystalline structures** and **flat atmospheric bands**. **Material simulation:** Use **precise pen plotting** and **flat dye washes**; avoid watercolor bloom, drybrush, or digital airbrush artifacts. **Renderer mapping hint:** stylization 35-45%, CFG 8-10, chaos 10-15 to preserve line purity and flat chroma.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (any gender):** **Weightless nomadic attire** with **geometric tunics, elongated cloaks, crystalline armor plates**, and **minimal seam articulation**; ornament scale **1-2** (symbolic talismans, geometric belts); hair & adornment **0-1** (bald, smooth crop, or minimal headgear).
+- **Youth:** **Simplified explorer garments** with **tunic + sash** construction, **bare limbs or fitted leggings**; accessories limited to **1** (floating compass, crystalline satchel).
+- **Fabric behavior:** **Gravity-defying drape** with **minimal folds**, emphasizing **smooth planar shapes** and **elongated silhouettes**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [floating glider board, geometric satchel, crystalline staff, hovering companion creature, cosmic compass]
+  occasional: [desert skiff, modular breathing apparatus, levitating mineral fragment]
+  rare: [ancient obelisk control glyph, cosmic doorway keyplate]
+  exclusions:
+    - "no conventional firearms"
+    - "no gritty sci-fi rubble"
+  dependencies:
+    - "hovering systems require weightless stance or anti-gravity staging"
+    - "crystalline props must echo the palette of the surrounding landscape"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "sketchy illustration techniques", "textural brushwork rendering", "atmospheric gradients or shading", "earthbound realistic landscapes", "crosshatching or texture lines"; **NO rough linework that eliminates ligne claire flat precision**; **NO atmospheric elements that break crystalline flat integration**; **NO traditional perspective that lacks crystalline flat weightlessness**; **NO textural proportions that eliminate impossible flat wonder scale**. **✓ Canvas Positives:** "exactly [declared ratio]", "ultra-precise ligne claire flat linework", "crystalline impossible flat landscapes", "weightless cosmic flat clarity"; **Ligne claire flat precision mastery** with **impossible geometric flat integration**; **Cosmic impossible flat landscapes** with **weightless imagination vista creation and crystalline flat clarity**; **Weightless character integration** within **cosmic exploration flat storytelling and impossible terrain flat navigation**; **Flat color atmospheric effects** with **crystalline flat presentation emphasis and cosmic flat wonder**.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 European Album:** Character cosmic flat exploration with impossible environmental flat support and ligne claire flat cover impact, vertical emphasis with wandering subject within vast impossible flat landscapes ≥60%
+- **For 16:9 Cosmic Vista:** Panoramic impossible flat landscape wonder with cosmic flat integration, floating geometric flat architectures, and ligne claire environmental flat mastery with weightless impossible flat scale
+- **For 3:4 Crystalline Focus:** Portrait emphasis with Moebius' ligne claire flat treatment and cosmic flat contemplation context within impossible crystalline flat environments
+
+**Staging:** Subjects positioned within **impossible cosmic flat exploration scenarios** showing **weightless wandering** and **crystalline cosmic flat capability** in **weightless impossible flat landscapes with floating geometric flat impossibilities**. **Camera/perspective:** **Cosmic flat wonder angles** supporting **impossible flat scale appreciation** and **crystalline flat contemplation excellence**. **Background density:** **Impossible cosmic flat landscapes** with **crystalline ligne claire flat effects**, **floating impossible flat architectural elements**, **pterodactyl-populated flat skies**, and **cosmic flat wonder-inspiring environmental quality with impossible geometric flat precision**. **Environmental Requirements:** **Mandatory impossible desert flat landscapes with crystalline flat precision**, **floating geometric flat architectural elements or cosmic flat impossibilities**, **pterodactyl companions or impossible flat creature features**, **ligne claire flat atmospheric effects with cosmic flat wonder**, **geometric flat impossibilities creating crystalline flat contemplation**. **Surface Context Anchor:** Crystalline ligne claire flat illustration surface with impossible flat precision appropriate to cosmic impossible flat exploration **Ratio Enforcement Anchor:** Impossible ligne claire flat environments extend naturally within declared ratio while maintaining weightless character flat focus and cosmic impossible flat wonder excellence.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Essential** to Moebius' wordless storytelling philosophy; **omit all embedded text**. Moebius emphasized **pure visual cosmic flat storytelling** through **ligne claire flat presentation** and **impossible landscape crystalline flat contemplation**.
+
+------
diff --git a/styles/european_comics/morris_lucky_luke.md b/styles/european_comics/morris_lucky_luke.md
new file mode 100644
index 0000000..54e9329
--- /dev/null
+++ b/styles/european_comics/morris_lucky_luke.md
@@ -0,0 +1,117 @@
+---
+id: morris_lucky_luke
+group: European Comics
+movement: Franco-Belgian Western Cartoon
+artist: Morris
+display_name: Morris — Lucky Luke Ligne Claire Comedy
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '4:3'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Lucky Luke covers ride the 2:3 album frame, gag panels pop at 4:3, and prairie
+  wides open into 16:9.
+modes:
+  - Western Cartoon Character
+  - Comedy Scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Morris translated the American West into elastic ligne claire humor—tall hats,
+  whiplash lariats, and dust clouds rendered with animation timing. His pages
+  juggle slapstick, silhouette clarity, and kid-safe pacing. We keep that breezy
+  choreography while inventing new town signs and avoiding licensed cowboy
+  clichés.
+hero_image: null
+---
+
+
+# Morris (Lucky Luke) Style 
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 Franco-Belgian comic format** or **4:3 landscape panel** - ignore source image dimensions completely. **CRITICAL CARTOON LIGNE CLAIRE DOMINANCE:** Morris's cartoon simplification overrides ALL photorealistic facial features, realistic human anatomy, and naturalistic proportions. **COMPLETE CARTOON CHARACTER TRANSFORMATION WITH LIGNE CLAIRE SIMPLIFICATION REQUIRED.** **Redraw command:** "Transform subject into authentic **Morris cartoon ligne claire character** for **exact format specification** - NOT photorealistic faces, realistic human proportions, or naturalistic rendering." **Anti-Photorealistic Priority:** **NO realistic facial bone structure, human skin textures, or photographic facial accuracy that eliminates cartoon character simplification.** **Completely redraw using Morris's cartoon facial proportions with enlarged noses (2x normal size), simplified dot eyes, and geometric character design.** Identity through **cartoon Western archetype and comedic silhouette ONLY, NOT facial accuracy.** **Face-Treatment Flag:** `poster-ink` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `adaptive-extend` **Cartoon Medium Enforcement:** **Subject must look like Morris cartoon character with geometric simplification and ligne claire flat colors, not human with comic filter.** **Complete conversion to cartoon medium with simplified facial geometry.** **Mode Selector:** Choose [Western Cartoon Character] or [Comedy Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (Franco-Belgian album format)
+- **4:3** (landscape action panel)
+- **16:9** (wide Western landscape)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with clean Western environmental expansion
+- **Spatial Allocation:** Subject positioned for maximum comedic impact (clear positioning within open Western landscape)
+- **Background Treatment:** Extend simplified Western environments (frontier towns, desert landscapes, simple architectural elements) with ligne claire clarity
+- **Format Justification:** Morris's Western tradition requires clean framing supporting character comedy and Western storytelling with ligne claire precision
+## 3) Style Context & Material Authenticity
+
+Morris's foundational approach (1946-2001) established **Western comedy through ligne claire** with **clean animation-influenced character design** and **efficient visual storytelling**. Production method emphasizes **clear line work** with **Disney animation influence**, **efficient detail economy**, **cinematic page layouts**, and **American Western research integration**. Purpose centers on **comedic Western storytelling** through **affectionate parody** and **accessible visual humor**. Hallmark motifs include **Lucky Luke's iconic cowboy design with flowing duster and wide hat**, **simple but expressive character faces with clear cartoon features**, **clean architectural Western settings**, **flat color schemes supporting character clarity**, **comedic action poses with motion lines**, and **Western genre parody elements with humorous twists**. Period framing encompasses **mythic American Old West** with **Franco-Belgian ligne claire sophistication** creating **accessible Western comedy**. **Tone Tag:** Clean Western humor.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Ultra-clean ligne claire outlines** with **consistent 1.0-1.5 pt weight** throughout; **NO line weight variation** that suggests realistic depth. **Morris cartoon facial features**: **enlarged geometric noses (2-3x normal proportion)**, **simple dot eyes or basic circles**, **minimal facial detail lines**, **geometric mouth shapes**. **Costume outlines** as **simple geometric shapes** with **no realistic fabric rendering**. **Color:** **Pure flat color fills** at **95-100% saturation** with **zero gradient effects**. **Morris primary palette**: **pure red neckerchiefs (#ff0000)**, **bright yellow shirts (#ffff00)**, **orange desert backgrounds (#ffa500)**, **sky blue (#00bfff)**. **No atmospheric perspective or realistic lighting** - cartoon color logic only. **Texture:** **Absolute zero texture** - **pure flat surfaces only** with **no material simulation whatsoever**. **Morris cartoon characteristics**: **solid color clothing with no wrinkles or folds**, **simple geometric hat shapes**, **flat skin color with no modeling**, **ligne claire perfect smoothness**. **Detail hierarchy:** **Cartoon facial features maximally simplified** - **bulbous noses dominant feature**, **dot eyes**, **simple line mouths**, **no realistic facial anatomy structure**. **Western props** as **basic geometric shapes** with **flat color fills only**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Western frontier styling** with **period-appropriate practicality** and **clean design**, **frontier dresses** with **simple patterns** and **practical construction**, **Western accessories** showing **period accuracy** and **comedic potential**, ornament scale **1-2** (simple jewelry, practical accessories, Western elements); hair & makeup scale **1** (simple styling for **ligne claire clarity**); **practical Western footwear** with **period accuracy**.
+- **Adults (male-presenting):** **Classic Western cowboy styling** with **Lucky Luke influence**, **practical Western clothing** with **period authenticity** and **comedic character design**, **cowboy accessories** including **hats, boots, gun belts, dusters**; accessories **1-2** pieces (Western weapons, cowboy gear); **Western hero aesthetic** with **ligne claire foundation**.
+- **Fabric behavior:** **Simple fabric physics** with **clear drape** and **environmental interaction** showing **Western conditions** and **ligne claire movement**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through Western palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [six-shooter revolver, cowboy hat, sheriff's badge, horseshoe, lasso]
+  occasional: [stagecoach, saloon doors, wanted poster, spittoon, harmonica]
+  rare: [steam locomotive, telegraph pole, gold nugget, Indian peace pipe]
+  micro: [playing card, coin, badge, bullet, spur]
+  exclusions:
+    - "no modern items inappropriate to Western period"
+    - "no complex objects that break ligne claire simplicity"
+  dependencies:
+    - "Western items require period accuracy and ligne claire rendering"
+    - "comedy elements must support Western humor and clear visual gags"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "realistic crosshatching", "complex shading", "dark atmospheric rendering", "modern elements"; **NO detailed texture work that eliminates ligne claire clarity**; **NO complex coloring that breaks flat color foundation**; **NO dramatic lighting that lacks Western comedy atmosphere**. **✓ Canvas Positives:** "exactly [declared ratio]", "ligne claire Western clarity"; **Clean line work** with **flat color foundation**; **Western comedy elements** with **clear visual gag potential**; **Simple character design** with **expressive cartoon features**; **Efficient environmental establishment** with **ligne claire precision**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Franco-Belgian:** Western character prominence with clean environmental support and comedic focus
+- **For 4:3 Landscape:** Western action emphasis with Morris's clean environmental storytelling and character interaction
+- **For 16:9 Wide Western:** Panoramic Western landscape with character integration and environmental comedy
+
+**Staging:** Subjects positioned within **clean Western scenarios** showing **character comedy** and **Western authenticity** in **simplified frontier environments**. **Camera/perspective:** **Clear Western angles** supporting **character expression** and **comedic action presentation**. **Background density:** **Simple Western environments** with **ligne claire atmospheric effects** and **efficient environmental quality**. **Surface Context Anchor:** Ligne claire comic surface appropriate to Western comedy storytelling **Ratio Enforcement Anchor:** Western environments extend naturally within declared ratio while maintaining character comedy focus and ligne claire excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for Franco-Belgian comic tradition; **allow embedded text** for **Western comedy purposes**.
+
+**Ratio-Appropriate Zones:** Western composition optimized for declared aspect ratio with **comic text integration**
+
+**Copy limits:** ≤4 words/line for **Western dialogue**, ≤5 speech balloons positioned within **clean composition**
+
+**Font recommendation:** **Closest Google Font: Fredoka One (comic clarity analog, 80%). Better: Clear comic fonts appropriate to ligne claire Western tradition.**
+
+**Format-Specific Text Rules:**
+
+- **Franco-Belgian mode:** mandatory clean text integration, character > action hierarchy, ligne claire typography
+- **Western action mode:** minimal sound effects with clear Western atmosphere
+- **Landscape mode:** environmental text integration supporting Western setting
+
+**Historical accuracy:** fonts must support Western comedy tradition without breaking ligne claire authenticity.
+
+------
diff --git a/styles/european_comics/philippe_druillet_baroque.md b/styles/european_comics/philippe_druillet_baroque.md
new file mode 100644
index 0000000..73d2a8c
--- /dev/null
+++ b/styles/european_comics/philippe_druillet_baroque.md
@@ -0,0 +1,125 @@
+---
+id: philippe_druillet_baroque
+group: European Comics
+movement: Métal Hurlant Cosmic Baroque
+artist: Philippe Druillet
+display_name: Philippe Druillet — Baroque Cosmic Horror
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '1:1'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Druillet's Lone Sloane plates swing between 2:3 album covers, 1:1 mandalas,
+  and 16:9 cosmic panoramas exploding with architecture.
+modes:
+  - Cosmic Baroque Character
+  - Ornate Horror Architecture
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Philippe Druillet weaponizes ligne claire precision into maximalist cathedrals
+  of sci-fi dread, drowning every panel in ornamental ink and saturated gouache.
+  Lone Sloane and his cosmic adversaries stride through symmetrical mandalas,
+  Lovecraftian engines, and blazing colour vaults. MuseoMorph preserves that
+  metal-hurlant monumentality while keeping the iconography original and free of
+  signatures or publisher marks.
+hero_image: null
+---
+
+
+# Philippe Druillet — Baroque Cosmic Horror
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 cosmic baroque format** or **1:1 symmetrical mandala** - ignore source image dimensions completely. **CRITICAL BAROQUE COSMIC DOMINANCE:** Philippe Druillet's maximal ornate cosmic horror with **intricate decorative excess** and **symmetrical architectural grandeur** overrides ALL minimal design, clean simplicity, and understated character presentation. **COMPLETE BAROQUE COSMIC TRANSFORMATION WITH ORNATE EXCESS REQUIRED.** **Redraw command:** "Transform subject into authentic **Philippe Druillet baroque cosmic horror** with **intricate ornate detail excess**, **symmetrical architectural monumentality**, and **cosmic horror scale** for **exact format specification** - NOT minimal design, clean simplicity, or understated character art." **Anti-Minimal Priority:** **NO clean minimal surfaces, simple geometric forms, or understated presentation that eliminates baroque ornate excess and cosmic horror monumentality.** **Completely redraw emphasizing maximal ornate decoration with symmetrical cosmic horror architecture.** **Face-Treatment Flag:** `pen-crosshatch` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Baroque Cosmic Medium Enforcement:** **Subject must exhibit ornate decorative excess with symmetrical cosmic horror integration, not minimal or simple presentation.** **Mode Selector:** Choose [Cosmic Baroque Character] or [Ornate Horror Architecture] per image.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (cosmic baroque epic)
+- **1:1** (symmetrical mandala composition)
+- **16:9** (architectural cosmic panorama)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with baroque cosmic horror emphasis
+- **Spatial Allocation:** Subject positioned within ornate cosmic architectural grandeur emphasizing symmetrical monumentality
+- **Background Treatment:** Extend intricate cosmic baroque architectures, ornate decorative cosmic elements, symmetrical horror monumentality, and Lovecraftian architectural impossibilities with decorative excess mastery
+- **Format Justification:** Druillet's cosmic baroque tradition requires ornate monumental framing supporting decorative excess and cosmic horror presentation through symmetrical architectural integration
+
+## 3) Style Context & Material Authenticity
+
+Philippe Druillet's revolutionary approach (1966-present) established **baroque cosmic horror** through **intricate decorative excess** and **symmetrical architectural monumentality**. Production method emphasizes **detailed ink and gouache mastery** with **symmetrical composition obsession**, **Lovecraftian cosmic horror influence**, **architectural decorative research**, **Metal Hurlant avant-garde integration**, and **ornate cosmic storytelling excellence**. Purpose centers on **cosmic horror exploration** through **baroque architectural monumentality** and **decorative excess cosmic integration**. Hallmark motifs include **symmetrical cosmic architectural monumentality with intricate ornate detail**, **baroque decorative cosmic elements with horror integration**, **Lone Sloane cosmic wanderer in ornate impossible architectures**, **intricate decorative patterns with cosmic horror symbols**, **symmetrical mandala compositions with architectural precision**, **ornate cosmic vehicles with decorative excess**, and **Lovecraftian architectural impossibilities with baroque decoration**. Period framing encompasses **cosmic horror settings** with **baroque decorative sophistication** creating **ornate cosmic horror realism**. **Tone Tag:** Baroque cosmic horror excess.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Intricate baroque line work** with **ornate decorative emphasis** ranging **0.2-3.0 pt** based on **cosmic horror hierarchy** and **architectural decorative integration**; **maximal decorative detail density** with **symmetrical architectural precision**. **Cosmic horror architectural definition** with **ornate baroque integration**. **Color:** **Vibrant cosmic horror palette** at **90-100% saturation** with **baroque decorative color relationships** and **cosmic horror emphasis**. **Druillet signature ornate approach**: **cosmic horror purples (#4b0082, #663399)**, **baroque decorative golds (#ffd700, #daa520)**, **ornate cosmic reds (#dc143c, #b22222)**, **architectural blues (#0000cd, #000080)**. **High contrast baroque color temperature** with **cosmic horror atmospheric integration**. **Texture:** **Ornate baroque surface** with **decorative excess mastery** and **cosmic horror architectural effects**. **Cosmic baroque texture mastery**: **intricate architectural ornate surfaces with decorative horror precision, cosmic baroque clothing with ornate excess patterns, ornate cosmic vehicles with decorative architectural integration, symmetrical cosmic environments with baroque horror complexity**. **Metal Hurlant baroque surface quality** throughout. **Detail hierarchy:** **Cosmic baroque characters** receive **maximum ornate attention** with **decorative excess emphasis and architectural integration**, **cosmic horror elements** rendered with **symmetrical architectural precision** and **ornate decorative detail**, **baroque architectural elements** showing **cosmic horror mastery**, **decorative excess** prioritized for **cosmic horror inspiration**. **Material simulation:** **Detailed ink and gouache techniques** with **baroque decorative mastery** and **ornate surface treatment**. **Cosmic baroque effects:** **ornate decorative modeling, symmetrical architectural precision, cosmic horror texture, baroque environmental complexity** all with **decorative excess sophistication**. **Canvas Adaptation Anchor:** Baroque cosmic composition extends naturally within declared aspect ratio with ornate decorative emphasis and symmetrical architectural presentation. **Renderer mapping hint:** Set stylization to 80-90%, chaos to 30-40%, CFG scale 12-16 for **baroque cosmic excess** with **ornate architectural integration**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Baroque cosmic styling** with **ornate decorative integration** and **cosmic horror grandeur design**, **intricate architectural armor** with **decorative excess** and **cosmic functionality**, **ornate cosmic garments** showing **baroque design** and **cosmic horror atmospheric practicality**, ornament scale **4-5** (maximum ornate accessories with cosmic baroque detail, decorative excess elements, architectural cosmic gear); hair & makeup scale **3-4** (baroque styling for **ornate cosmic authenticity**); **ornate cosmic footwear** with **decorative architectural capability**.
+- **Adults (male-presenting):** **Cosmic baroque warrior styling** with **ornate architectural character emphasis**, **decorative excess armor design** showcasing **baroque cosmic power** and **ornate architectural survival**; accessories **4-5** pieces (ornate cosmic weapons, baroque architectural tools); **cosmic horror aesthetic** with **baroque decorative sophistication**.
+- **Youth (girls/boys):** **Age-appropriate baroque styling** with **ornate cosmic elements** and **decorative wonder design**; **appropriate baroque accessories** supporting **character development**; **practical footwear** for **cosmic baroque adventures**.
+- **Fabric behavior:** **Baroque cosmic fabric physics** with **ornate decorative drape** and **cosmic horror interaction** showing **atmospheric ornate conditions** and **baroque cosmic environmental integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [ornate cosmic weapon with baroque detail, decorative cosmic artifact, intricate architectural tool, symmetrical cosmic device, baroque cosmic vehicle]
+  occasional: [Lovecraftian cosmic artifact with ornate decoration, baroque architectural fragment, ornate cosmic instrument, decorative horror element]
+  rare: [legendary ornate cosmic weapon with maximum baroque detail, cosmic architectural wonder with decorative excess, baroque cosmic treasure with horror integration, ornate cosmic horror relic]
+  micro: [baroque decorative detail, ornate cosmic accent, intricate architectural element, decorative cosmic particle]
+  exclusions:
+    - "no minimal items inappropriate to baroque cosmic excess"
+    - "no simple objects that break ornate decorative integration"
+  dependencies:
+    - "cosmic items require baroque decorative design and ornate architectural functionality"
+    - "horror elements must support ornate cosmic exploration and baroque decorative excess"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives:** "minimal design", "clean geometric simplicity", "understated character presentation", "blank backgrounds", "muted modernist palette"; **NO minimalist surfaces**, **NO modern logos**, **NO recognizable Lone Sloane story beats**. **Canvas Positives:** "ornate cosmic horror architecture", "symmetrical baroque monumentality", "decorative excess linework", "vibrant saturated palette"; enforce **original sigils** and **fictional horror glyphs**; keep silhouettes **heroic and monumental** while respecting modesty.
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Cosmic Epic:** Monumental hero centered within symmetrical cathedral of cosmic architecture, decorative framing pushing to all edges
+- **For 1:1 Mandala:** Radial mandala symmetry with central cosmic entity and concentric ornamental rings
+- **For 16:9 Panorama:** Wide architectural sweep with horizon-to-horizon cosmic structures and flanking monumental figures
+
+**Staging:** Subjects positioned within **ornamental cosmic scenarios** showing **decorative excess** and **symmetrical monumentality** in **ornate cosmic environments with architectural horror precision**. **Camera/perspective:** **Symmetrical cosmic angles** supporting **architectural monumentality** and **decorative excess excellence**. **Background density:** **Intricate cosmic architectures** with **ornate decorative effects**, **symmetrical horror monumentality**, and **Lovecraftian environmental complexity**. **Environmental Requirements:** **Mandatory symmetrical architectural structures** with **ornate decorative detail**, **cosmic horror glyphs**, **decorative cosmic energy flows**, **baroque cosmic vehicles**. **Surface Context Anchor:** Cosmic baroque illustration surface with **dense linework** and **ornate patterning** appropriate to Druillet's albums **Ratio Enforcement Anchor:** Symmetrical cosmic environments extend naturally within declared ratio while maintaining monumental character focus and decorative excess excellence.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Supports** baroque cosmic cover tradition; integrate **ornate cosmic typography** when composition permits.
+
+**Ratio-Appropriate Zones:** Upper or lower thirds with **ornate cosmic lettering** curved to architecture.
+
+**Copy limits:** ≤3 words main title, ≤4 supporting glyphs.
+
+**Font recommendation:** **Closest Google Font: Cinzel Decorative (baroque analog, 80%). Better: custom ornamental letterforms derived from Druillet-style sigils.**
+
+**Format-Specific Text Rules:**
+
+- **Album cover:** Bold ornamental title integrated with architectural frame.
+- **Mandala:** Optional concentric glyph ring around central figure.
+- **Panorama:** Floating sigils anchored to cosmic structures.
+
+**Historical accuracy:** Typography must feel hand-rendered with ornamental strokes, avoiding modern sans-serif precision.
+
+------
diff --git a/styles/european_comics/sergio_toppi_ornamental.md b/styles/european_comics/sergio_toppi_ornamental.md
new file mode 100644
index 0000000..9f49685
--- /dev/null
+++ b/styles/european_comics/sergio_toppi_ornamental.md
@@ -0,0 +1,103 @@
+---
+id: sergio_toppi_ornamental
+group: European Comics
+movement: Italian Pen-and-Ink Ornaments
+artist: Sergio Toppi
+display_name: Sergio Toppi — Ornamental Pen-and-Ink Mastery
+style_scope: single-artist
+ratios:
+  - '3:4'
+  - '2:3'
+  - '1:1'
+ratios_status: provisional
+ratios_notes: >
+  Toppi alternates 3:4 portrait totems, 2:3 portfolio plates, and square
+  ornamental studies to showcase pattern density.
+modes:
+  - Ornamental Character
+  - Pattern Mastery Scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Sergio Toppi builds figures from tessellated ink, letting patterns, myths, and
+  architecture fuse into towering portraits. His crosshatching orchestrates
+  rhythm more than realism, elevating every cloak into a map of cultures.
+  MuseoMorph keeps that documentary reverence while protecting modern
+  sensitivities and originality.
+hero_image: null
+---
+
+
+# Sergio Toppi Style - Ornamental Pen-and-Ink Mastery
+
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks/signatures; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 Italian mastery** or **2:3 portfolio format** - ignore source image dimensions completely. **CRITICAL ORNAMENTAL MASTERY DOMINANCE:** Sergio Toppi's intricate pen-and-ink virtuosity with **ornamental pattern integration** and **documentary-style character accuracy** overrides ALL simplified illustration, digital smoothness, and pattern-free character presentation. **COMPLETE ORNAMENTAL TRANSFORMATION WITH PEN-AND-INK VIRTUOSITY REQUIRED.** **Redraw command:** "Transform subject into authentic **Sergio Toppi ornamental pen-and-ink mastery** with **intricate crosshatching patterns**, **documentary character accuracy**, **ornamental decorative integration**, and **historical detail precision** for **exact format specification** - NOT simplified illustration, digital smoothness, or pattern-free design." **Anti-Simplified Priority:** **NO digital smoothness, simplified illustration techniques, flat patterns, or amateur pen work that eliminates ornamental virtuosity and documentary accuracy.** **Completely redraw emphasizing intricate pen-and-ink patterns with ornamental sophistication and documentary character precision.** **Face-Treatment Flag:** `pen-crosshatch` **Pose Flag:** `power-stance` **Canvas Control Flag:** `adaptive-extend` **Ornamental Medium Enforcement:** **Subject must exhibit pen-and-ink virtuosity with ornamental pattern integration, not simplified or digital presentation.** **Mode Selector:** Choose [Ornamental Character] or [Pattern Mastery Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **3:4** (Italian mastery portrait)
+- **2:3** (portfolio showcase format)
+- **1:1** (ornamental design focus)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with ornamental pattern expansion and intricate detail integration
+- **Spatial Allocation:** Subject positioned for maximum ornamental showcase with intricate pattern background integration and documentary character emphasis
+- **Background Treatment:** Extend ornamental environments with historical architectural accuracy, decorative pattern integration, and cultural detail authenticity
+- **Format Justification:** Toppi's Italian illustration tradition requires intricate framing supporting ornamental pattern mastery and documentary character precision
+## 3) Style Context & Material Authenticity
+
+Sergio Toppi's virtuosic approach (1965-2012) established **ornamental pen-and-ink mastery** through **intricate pattern integration** and **documentary character excellence**. Production method emphasizes **self-taught pen-and-ink techniques** with **ornamental decorative pattern mastery**, **historical research accuracy**, **cultural documentation precision**, **architectural detail excellence**, and **traditional Italian illustration foundation**. Purpose centers on **historical storytelling sophistication** through **ornamental visual excellence** and **documentary character integration**. Hallmark motifs include **intricate crosshatching pattern virtuosity**, **ornamental decorative border integration**, **historical character documentation accuracy**, **architectural detail precision with cultural authenticity**, **biblical and mythological subject mastery**, **cultural costume and artifact accuracy**, **intricate facial expression rendering with documentary precision**, and **ornamental background pattern integration with storytelling sophistication**. Period framing encompasses **historical cultural settings** with **ornamental sophistication** creating **pen-and-ink virtuosity excellence**. **Tone Tag:** Ornamental documentary mastery.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Virtuosic pen-and-ink line work** with **intricate ornamental precision** ranging **0.1-1.5 pt** based on **pattern detail hierarchy** and **documentary accuracy emphasis**; **self-taught technical mastery** with **ornamental pattern systems** and **documentary character precision**. **Ornamental crosshatching definition** with **decorative pattern integration**. **Color:** **Monochromatic pen-and-ink palette** at **100% contrast** with **intricate crosshatching relationships** and **ornamental pattern emphasis**. **Toppi signature approach**: **pure black ink precision (#000000)**, **white negative space integration (#ffffff)**, **crosshatched ornamental mid-tones through density variation**, **pattern integration through geometric and organic line systems**. **High-contrast documentary modeling** with **ornamental atmospheric depth through crosshatching mastery**. **Texture:** **Intricate pen-and-ink surface** with **ornamental texture virtuosity** and **decorative pattern integration**. **Ornamental texture mastery**: **fabric pattern rendering with cultural accuracy, architectural detail with ornamental precision, character skin modeling with documentary attention, environmental pattern integration with decorative sophistication**. **Italian illustration surface quality** throughout. **Detail hierarchy:** **Character documentary accuracy** receives **maximum crosshatching attention** with **ornamental pattern emphasis**, **historical cultural elements** rendered with **research precision** and **decorative integration**, **environmental backgrounds** showing **ornamental pattern mastery**, **architectural elements** prioritized for **decorative excellence**. **Material simulation:** **Traditional pen-and-ink techniques** with **ornamental pattern mastery** and **documentary surface treatment**. **Ornamental surface effects**: **intricate crosshatching virtuosity, decorative pattern integration, documentary character modeling, architectural ornamental detail** all with **Italian illustration sophistication**. **Pattern Requirements:** **Mandatory ornamental decorative patterns** integrated with **character and environmental elements**, **intricate crosshatching throughout**, **cultural decorative authenticity**. **Canvas Adaptation Anchor:** Ornamental pen-and-ink composition extends naturally within declared aspect ratio with pattern integration and documentary character mastery. **Renderer mapping hint:** Set stylization to 90-95%, maximize crosshatching detail, ensure monochromatic contrast, prioritize ornamental pattern integration. **Critical crosshatching enforcement:** All surfaces must show intricate pen-and-ink crosshatching with ornamental precision. **Critical pattern enforcement:** Ornamental decorative patterns must integrate throughout composition with cultural authenticity.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Historical cultural styling** with **ornamental decorative accuracy** and **documentary research precision**, **period-accurate clothing** with **cultural pattern integration** and **ornamental detail rendering**, **traditional cultural attire** showing **historical authenticity** and **decorative pattern mastery**, ornament scale **3-4** (cultural jewelry with ornamental precision, traditional accessories with historical accuracy, decorative elements); hair & makeup scale **2-3** (cultural styling with **historical authenticity**); **traditional footwear** with **cultural accuracy**.
+- **Adults (male-presenting):** **Historical masculine styling** with **cultural accuracy** and **ornamental detail integration**, **traditional clothing design** with **decorative pattern emphasis** and **documentary precision**; accessories **2-3** pieces (cultural items with ornamental detail, traditional tools with historical accuracy, decorative elements); **historical character aesthetic** with **ornamental sophistication**.
+- **Youth (girls/boys):** **Age-appropriate historical styling** with **cultural ornamental elements** and **traditional design**; **appropriate cultural accessories** supporting **character development**; **traditional footwear** for **historical cultural contexts**.
+- **Fabric behavior:** **Historical cultural fabric physics** with **ornamental pattern drape** and **traditional interaction** showing **cultural environmental conditions** and **decorative integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [ornamental cultural artifacts, traditional tools with decorative detail, historical weapons with pattern integration, cultural religious items, architectural ornamental elements]
+  occasional: [ancient manuscripts with ornamental borders, traditional musical instruments, cultural ceremonial objects, historical decorative items]
+  rare: [legendary cultural artifacts with intricate ornamental detail, masterwork traditional items, cultural treasure with decorative mastery, historical ornamental relics]
+  micro: [ornamental pattern details, cultural decorative accents, traditional design elements, architectural ornamental textures]
+  exclusions:
+    - "no modern items inappropriate to historical cultural accuracy"
+    - "no simplified objects that break ornamental decorative integration"
+  dependencies:
+    - "cultural items require historical accuracy and ornamental decorative integration"
+    - "traditional elements must support documentary character development and ornamental excellence"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "digital smoothness", "simplified illustration techniques", "flat pattern-free design", "amateur pen work"; **NO digital techniques that eliminate pen-and-ink virtuosity**; **NO simplified approaches that lack ornamental decorative integration**; **NO flat designs that eliminate intricate crosshatching mastery**; **NO amateur techniques that lack ornamental sophistication**. **✓ Canvas Positives:** "exactly [declared ratio]", "intricate pen-and-ink crosshatching", "ornamental decorative pattern integration", "documentary character accuracy"; **Pen-and-ink virtuosity** with **ornamental pattern mastery**; **Documentary character precision** with **historical cultural accuracy**; **Intricate crosshatching technique** with **decorative pattern sophistication**; **Italian illustration excellence** with **ornamental traditional foundation**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 3:4 Italian Mastery:** Character ornamental prominence with intricate pattern support and documentary accuracy emphasis
+- **For 2:3 Portfolio Format:** Ornamental showcase with Toppi's pattern virtuosity and cultural accuracy context
+- **For 1:1 Ornamental Focus:** Pattern mastery emphasis with intricate decorative integration and character documentation
+
+**Staging:** Subjects positioned within **ornamental cultural scenarios** showing **documentary character accuracy** and **historical integration** in **intricate decorative environments**. **Camera/perspective:** **Ornamental showcase angles** supporting **character documentation** and **pattern mastery excellence**. **Background density:** **Intricate cultural environments** with **ornamental decorative effects**, **historical architectural accuracy**, and **cultural environmental quality**. **Pattern Requirements:** **Mandatory intricate ornamental patterns** integrated with **all composition elements**, **cultural decorative authenticity throughout**, **crosshatching pattern mastery**, **architectural ornamental detail integration**. **Environmental Integration:** **Historical architectural elements with ornamental precision**, **cultural artifacts with decorative pattern accuracy**, **traditional environmental details with research authenticity**, **atmospheric perspective through crosshatching density variation**. **Surface Context Anchor:** Italian pen-and-ink illustration surface with ornamental pattern integration appropriate to documentary cultural storytelling **Ratio Enforcement Anchor:** Ornamental cultural environments extend naturally within declared ratio while maintaining documentary character focus and intricate pattern mastery excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Toppi's fine art approach; **omit all embedded text**. Toppi emphasized **pure visual storytelling** through **ornamental pen-and-ink presentation** and **documentary character excellence**.
+
+------
diff --git a/styles/expressionism/edvard_munch.md b/styles/expressionism/edvard_munch.md
new file mode 100644
index 0000000..3169cde
--- /dev/null
+++ b/styles/expressionism/edvard_munch.md
@@ -0,0 +1,205 @@
+---
+id: edvard_munch
+group: Expressionism
+movement: Norwegian Symbolist Expressionism
+artist: Edvard Munch
+display_name: Edvard Munch - Psychological Expressionism
+style_scope: single-artist
+ratios:
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Munch's psychological portraits lived on 3:4 easel canvases; keep the intimate
+  vertical frame intact.
+modes:
+  - Psychological portrait
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: >-
+    Support the protagonist with symbolic companions along bridge rails or
+    horizon bands without diluting focus.
+  identity_priority:
+    - silhouette
+    - gesture
+    - facial-planes
+about: >
+  Edvard Munch externalized anxiety through swirling colour bands, elongated
+  silhouettes, and scraped impasto that vibrates like sound. MuseoMorph keeps
+  that haunted charge while enforcing modern safety rules so the homage stays
+  respectful and original.
+hero_image: null
+---
+
+
+# Edvard Munch
+
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Face-Treatment Flags (choose one):**
+  - *Traditional Painted:* `painterly-contour`, `fresco-matte`, `tempera-precise`, `watercolor-soft`, `acrylic-flat`
+  - *Drawing/Illustration:* `pen-crosshatch`, `brush-wash`, `charcoal-smudge`, `gouache-opaque`, `poster-ink`, `litho-wash`
+  - *Print/Reproduction:* `engrave-hatch`, `woodblock-carved`, `silkscreen-layered`, `offset-dot`, `halftone-dot`
+  - *Mosaic/Decorative:* `mosaic-tessera`, `icon-flat`, `stained-glass-lead`, `byzantine-gold`, `manuscript-miniature`
+  - *Digital/Modern:* `vector-crisp`, `pixel-stepped`, `digital-painted`, `3d-rendered`
+  - *Photographic:* `diffusion-soft`, `diffusion-glam`, `film-grain-triX`, `hard-flash`, `platinum-plate`, `color-surge`
+  - *Stylized:* `geometric-faceted`, `organic-flowing`, `caricature-exaggerated`
+- **Pose Flags (choose one):** `frontal-rigid`, `contrapposto`, `power-stance`, `candid-motion`, `foreshortened-diagonal`, `erotic-tension`, `gestural-fluid`.
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`, `source-respect`.
+- **Media Hybrid Flag (optional):** `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics.
+- **Period Production Authenticity:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.).
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** - ignore source image dimensions completely.
+- Redraw in **Norwegian Symbolist-Expressionist painting** for **oil on canvas psychological portrait**.
+- Identity via psychological gesture/tormented expression/symbolic distortion.
+- **IP Safeguard Declaration:** Create original psychological composition avoiding copyrighted elements appropriate to Symbolist-Expressionist tradition.
+- **Face-Treatment Flag:** `painterly-contour`
+- **Pose Flag:** `psychological-tension`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Style Dominance:** Munch's symbolic distortion and color psychology override naturalistic representation.
+- **Mode Selector:** psychological portrait
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `3:4` (classical portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with atmospheric psychological space
+- **Spatial Allocation:** Subject dominance 70% with symbolic environmental elements
+- **Background Treatment:** Extend swirling, undulating patterns and non-naturalistic color fields to fill vertical canvas space
+- **Format Justification:** 3:4 portrait ratio serves Munch's intimate psychological inquiry and symbolic intensity
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Van Gogh's expressive brushwork, Gauguin's symbolic color, Norwegian folk art, medieval spirituality
+- **Medium/Production method:** Oil on canvas with thick impasto and flowing, undulating brushstrokes
+- **Thematic purpose:** Externalization of internal psychological states, universal human anxiety, death, love, isolation
+- **5 hallmark motifs:** Swirling, wavy lines mirroring emotional turbulence; non-naturalistic color expressing psychological states; simplified, mask-like faces; diagonal compositions creating visual anxiety; symbolic landscapes reflecting inner torment
+- **Period framing:** 1890s-1910s Norwegian Symbolist-Expressionist transition period
+- **Tone Tag:** Existential melancholy with spiritual intensity
+- **Production Era Authenticity:** Traditional oil painting techniques with Post-Impressionist color innovation and Symbolist psychological content
+
+## 4) Technical Method & Mark-Making
+
+- **Line:** Flowing, undulating contours that mirror psychological states; wavy, unstable horizons; diagonal tension lines
+- **Color:** Non-naturalistic psychological palette - fiery orange-reds for anguish, sickly greens for psychological distress, deep blues for melancholy
+- **Texture:** Visible brushstrokes with moderate impasto; smooth psychological transitions between color fields
+- **Edge:** Soft, dissolved edges for psychological uncertainty; sharp contrasts for emotional intensity
+- **Stroke economy:** Deliberate, flowing brushwork that follows emotional rather than anatomical logic
+- **Surface depth:** Flattened perspective with symbolic rather than realistic spatial relationships
+- **Detail hierarchy:** Simplified forms focusing on essential psychological elements over naturalistic detail
+- **Material simulation:** Authentic oil painting surface with visible canvas texture
+- **Pose Anchors:** Psychological tension expressed through body language - hands to head, distant gaze, angular positioning
+- **Scale Hierarchy Anchor:** Symbolic scale - figures may be enlarged or diminished based on psychological significance
+- **Material Authenticity Anchor:** Traditional oil on canvas techniques with visible brushwork and paint texture
+- **Period Consistency Anchor:** 1890s Norwegian painting methods with Symbolist color theory
+- **Production Method Anchor:** Hand-mixed oil pigments applied with traditional brushes on primed canvas
+- **Canvas Adaptation Anchor:** Composition designed for 3:4 vertical format emphasizing psychological verticality
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**WARDROBE TRACKS:**
+
+- **Adult masculine:** Simple dark suits, white shirts, minimal bourgeois clothing reflecting Munch's own style
+- **Adult feminine:** Flowing white or red dresses, simplified forms emphasizing symbolic rather than fashionable elements
+- **Androgynous:** Flowing robes or simplified garments that emphasize universal human form
+
+**FABRIC BEHAVIOR:** Simplified drapery that follows emotional rather than gravitational logic; fabrics may appear to flow with psychological energy
+
+**ACCESSORY CAPS:** Minimalist 0-1 (symbolic objects only)
+
+**COLOR PALETTE:** Restricted to psychological primaries - white for innocence/death, red for passion/blood, black for despair, with Munch's characteristic non-naturalistic hues
+
+**WARDROBE VARIATION REQUIRED:** Cycle through white, red, and black primary garments with simplified, flowing forms
+
+**PROPS:** Maximum 1 symbolic object (skull, flower, mirror, book) that serves psychological narrative
+
+**COHERENCE FILTER:** All elements support symbolic-psychological narrative; eliminate decorative details
+
+**YAML PROP POOLS:**
+
+```yaml
+symbolic_objects:
+  death_symbols: [skull, wilted_flower, empty_chair, mirror]
+  psychological_items: [letter, book, medicine_bottle, cigarette]
+  relationship_symbols: [ring, photograph, broken_object]
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "photographic realism"
+- "decorative Art Nouveau elements", "ornate details", "Vienna Secession gold"
+- "bright cheerful colors", "naturalistic lighting", "academic precision"
+- "stable horizontal lines", "realistic depth", "detailed naturalistic features"
+
+**✅ Canvas Positives:**
+
+- "exactly 3:4", "recomposed for portrait intensity", "psychological vertical emphasis"
+- "flowing undulating brushwork", "symbolic color psychology", "existential melancholy"
+- "authentic oil painting techniques", "visible canvas texture", "Norwegian Symbolist tradition"
+- "dramatically simplified archetypal forms", "unstable tilted perspectives", "visual anxiety through diagonal discord"
+
+**Vocabulary warnings:** Avoid "ornate," "decorative," "cheerful" to prevent generation of inappropriate stylistic elements
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical emphasis:** Subject dominance ≥70% with psychological environmental context
+- **Hierarchical staging:** Central figure with symbolic background elements supporting psychological narrative
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Flattened, symbolic space with wavy, unstable horizon lines
+- **Grid/symmetry:** Diagonal tension creating psychological unease
+- **Figure:ground:** 70% figure dominance with 30% symbolic atmospheric background
+- **Density:** Simplified forms with essential psychological elements only
+- **Lighting logic:** Non-naturalistic, expressive lighting serving psychological mood
+- **Detail:negative space ratio:** Minimal detail, maximum psychological impact optimized for 3:4 vertical format
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Oil on canvas with visible weave texture and traditional priming
+- **Frame/Band Anchor:** Omit entirely (authentic to painting tradition)
+- **Production Context Anchor:** 1890s Norwegian studio painting on traditional canvas support
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 portrait format emphasizing psychological verticality and intimacy
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** Omit entirely
+
+**IF ALLOWED:** N/A - Munch's psychological paintings exclude text integration
+
+**HISTORICAL ACCURACY:** Pure painting tradition without typographic elements
+
+**PRODUCTION METHOD INTEGRATION:** N/A - focus remains on painted surface
+
+------
+
diff --git a/styles/expressionism/egon_schiele.md b/styles/expressionism/egon_schiele.md
new file mode 100644
index 0000000..e2ddc32
--- /dev/null
+++ b/styles/expressionism/egon_schiele.md
@@ -0,0 +1,206 @@
+---
+id: egon_schiele
+group: Expressionism
+movement: Viennese Expressionism
+artist: Egon Schiele
+display_name: Egon Schiele - Psychological Figure Study
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Schiele's cabinet portraits lived on elongated 2:3 sheets; keep the
+  vertiginous crop for maximum tension.
+modes:
+  - Psychological figure study
+  - Self-portrait
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: >-
+    Offset secondary sitters as compressed silhouettes so the primary figure
+    retains dominance.
+  identity_priority:
+    - silhouette
+    - gesture
+    - bone-structure
+about: >
+  Egon Schiele exposed the psyche through febrile contour and paper left
+  deliberately bare. MuseoMorph keeps the raw immediacy while reframing for
+  contemporary safety and originality.
+hero_image: null
+---
+
+
+# Egon Schiele
+
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Face-Treatment Flags (choose one):**
+  - *Traditional Painted:* `painterly-contour`, `fresco-matte`, `tempera-precise`, `watercolor-soft`, `acrylic-flat`
+  - *Drawing/Illustration:* `pen-crosshatch`, `brush-wash`, `charcoal-smudge`, `gouache-opaque`, `poster-ink`, `litho-wash`
+  - *Print/Reproduction:* `engrave-hatch`, `woodblock-carved`, `silkscreen-layered`, `offset-dot`, `halftone-dot`
+  - *Mosaic/Decorative:* `mosaic-tessera`, `icon-flat`, `stained-glass-lead`, `byzantine-gold`, `manuscript-miniature`
+  - *Digital/Modern:* `vector-crisp`, `pixel-stepped`, `digital-painted`, `3d-rendered`
+  - *Photographic:* `diffusion-soft`, `diffusion-glam`, `film-grain-triX`, `hard-flash`, `platinum-plate`, `color-surge`
+  - *Stylized:* `geometric-faceted`, `organic-flowing`, `caricature-exaggerated`
+- **Pose Flags (choose one):** `frontal-rigid`, `contrapposto`, `power-stance`, `candid-motion`, `foreshortened-diagonal`, `erotic-tension`, `gestural-fluid`.
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`, `source-respect`.
+- **Media Hybrid Flag (optional):** `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics.
+- **Period Production Authenticity:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.).
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Redraw in **Viennese Expressionist raw figuration** for **oil on canvas psychological portraiture**.
+- Identity via angular distortion/raw vulnerability/psychological exposure.
+- **IP Safeguard Declaration:** Create original psychological figure study avoiding copyrighted elements appropriate to Viennese Expressionist tradition.
+- **Face-Treatment Flag:** `angular-distorted`
+- **Pose Flag:** `psychological-vulnerability`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Schiele's angular distortion and psychological rawness override conventional beauty standards.
+- **Mode Selector:** psychological figure study
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `2:3` (elongated vertical for psychological tension)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with elongated vertical emphasis
+- **Spatial Allocation:** Figure dominance 80% with minimal background context
+- **Background Treatment:** Stark, often empty backgrounds with subtle color washes to emphasize psychological isolation
+- **Format Justification:** 2:3 elongated vertical ratio serves Schiele's intense psychological focus and angular figure distortion
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Gustav Klimt's linear elegance, Vienna Secession rebellion, medieval manuscript intensity, primitive art directness, psychological analysis
+- **Medium/Production method:** Mixed media on paper with gouache, watercolor, and aggressive linear drawing techniques creating drawing-painting hybrid approach
+- **Thematic purpose:** Uncompromising psychological truth, raw sexuality, death obsession, moral critique of bourgeois hypocrisy
+- **5 hallmark motifs:** Sharp, angular and febrile lines defining form; distorted, elongated body proportions; stark psychological isolation; raw, unidealized sexuality; morbid fascination with decay and death
+- **Period framing:** 1910s Viennese Expressionist rebellion against Art Nouveau decoration
+- **Tone Tag:** Raw psychological intensity with morbid introspection
+- **Production Era Authenticity:** Early 20th century Viennese painting with Expressionist psychological directness
+
+## 4) Technical Method & Mark-Making
+
+- **Line:** Sharp, angular, febrile lines that define psychological rather than anatomical truth
+- **Color:** Raw, unmodulated colors often applied directly; sickly greens, flesh tones, stark contrasts
+- **Texture:** Relatively smooth application with emphasis on linear definition over painterly surface
+- **Edge:** Hard, sharp edges creating psychological tension and anatomical distortion
+- **Stroke economy:** Economical, precise marks that serve psychological expression over decorative beauty
+- **Surface depth:** Flattened space emphasizing figure over environmental context
+- **Detail hierarchy:** Hyper-focus on hands, faces, and sexually charged body parts
+- **Material simulation:** Authentic oil and gouache techniques with linear precision
+- **Pose Anchors:** Psychological tension through contorted poses, introspective gestures, vulnerable positioning
+- **Scale Hierarchy Anchor:** Distorted proportions serving psychological rather than naturalistic truth
+- **Material Authenticity Anchor:** Traditional oil and gouache on canvas with linear clarity
+- **Period Consistency Anchor:** 1910s Viennese painting methods with Expressionist psychological approach
+- **Production Method Anchor:** Precise brushwork and drawing techniques combined with raw color application
+- **Canvas Adaptation Anchor:** Composition designed for 2:3 elongated format emphasizing psychological verticality and isolation
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**WARDROBE TRACKS:**
+
+- **Adult masculine:** Simple shirts, often partially unbuttoned or removed; minimal, revealing clothing
+- **Adult feminine:** Simple undergarments, flowing fabric, often partially draped or removed
+- **Androgynous:** Flowing robes or minimal clothing emphasizing vulnerable human form
+
+**FABRIC BEHAVIOR:** Simplified drapery that emphasizes body contours and psychological states rather than fashion
+
+**ACCESSORY CAPS:** Minimalist 0-1 (symbolic objects only)
+
+**COLOR PALETTE:** Muted earth tones, flesh colors, stark whites and blacks, with occasional symbolic reds
+
+**WARDROBE VARIATION REQUIRED:** Cycle through minimal clothing arrangements emphasizing psychological vulnerability rather than fashion
+
+**PROPS:** Maximum 1 symbolic object serving psychological narrative (mirror, flower, book, personal item)
+
+**COHERENCE FILTER:** All elements support psychological intensity and raw human truth
+
+**YAML PROP POOLS:**
+
+```yaml
+schiele_objects:
+  psychological_symbols: [mirror, wilted_flower, personal_letter, artistic_materials]
+  intimacy_objects: [simple_jewelry, fabric_draping, personal_clothing]
+  mortality_symbols: [dried_flowers, skull_studies, medical_items]
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "decorative Art Nouveau elements"
+- "idealized beauty", "classical proportions", "ornate details"
+- "cheerful colors", "romantic sentimentality", "bourgeois propriety"
+- "soft curves", "harmonious color relationships", "pleasant compositions", "naturalistic anatomy"
+
+**✅ Canvas Positives:**
+
+- "exactly 2:3", "recomposed for elongated psychological tension", "vertical figure dominance"
+- "brutally sharp febrile lines", "psychological distortion", "raw uncompromising truth"
+- "authentic oil and gouache techniques", "brutal linear precision", "Viennese Expressionist rebellion"
+- "stark psychological isolation", "anatomical destruction", "tortured emotional intensity"
+
+**Vocabulary warnings:** Avoid "beautiful," "decorative," "elegant" to prevent idealized or ornamental qualities
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Elongated Vertical):**
+
+- **Vertical emphasis:** Figure dominance 85% of vertical space with minimal environmental context
+- **Cropping strategy:** Crop at unexpected points - mid-thigh, mid-torso, or cutting through limbs to create visual anxiety
+- **Positioning specifications:** Eyes positioned 1/3 higher than normal portrait placement; figures positioned to violate comfortable viewing expectations
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Dramatically flattened space with figure pressed against picture plane
+- **Grid/symmetry:** Asymmetrical compositions that create psychological unease through off-balance positioning
+- **Figure:ground:** 85% figure dominance with 15% stark, psychologically oppressive empty background
+- **Density:** Concentrated psychological intensity with complete elimination of decorative elements
+- **Lighting logic:** Harsh, unforgiving lighting that reveals every psychological flaw and physical imperfection
+- **Detail:negative space ratio:** Intense focus on elongated necks (150% normal), unnaturally long bony fingers, jutting shoulder blades, visible rib cages through skin optimized for 2:3 vertical format
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Paper substrate with pencil foundation visible through transparent watercolor washes
+- **Frame/Band Anchor:** Omit entirely (authentic to drawing-painting hybrid tradition)
+- **Production Context Anchor:** 1910s Viennese mixed media technique with aggressive pencil work as foundation
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 elongated format with 85% vertical figure dominance and strategic cropping creating psychological discomfort
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** Omit entirely
+
+**IF ALLOWED:** N/A - Schiele's psychological paintings exclude text integration
+
+**HISTORICAL ACCURACY:** Pure painting tradition focused on psychological figure studies
+
+**PRODUCTION METHOD INTEGRATION:** N/A - emphasis on raw psychological expression through form and color
+
+---
+
diff --git a/styles/expressionism/ernst_ludwig_kirchner.md b/styles/expressionism/ernst_ludwig_kirchner.md
new file mode 100644
index 0000000..30d9bd7
--- /dev/null
+++ b/styles/expressionism/ernst_ludwig_kirchner.md
@@ -0,0 +1,205 @@
+---
+id: ernst_ludwig_kirchner
+group: Expressionism
+movement: Die Bruecke Urban Expressionism
+artist: Ernst Ludwig Kirchner
+display_name: Ernst Ludwig Kirchner - Berlin Street Tension
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Kirchner stretched elongated 2:3 canvases to capture Berlin's vertical street
+  anxiety; keep the towering format.
+modes:
+  - Urban psychological study
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: >-
+    Stack figures diagonally like tram flow while signage frames the lead
+    subject.
+  identity_priority:
+    - silhouette
+    - color-blocks
+    - gesture
+about: >
+  Ernst Ludwig Kirchner translated Berlin's rush into jagged diagonals, acid
+  colour, and claustrophobic motion. MuseoMorph keeps the modern unease while
+  ensuring modest crowds and original iconography.
+hero_image: null
+---
+
+
+# Ernst Ludwig Kirchner
+
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Face-Treatment Flags (choose one):**
+  - *Traditional Painted:* `painterly-contour`, `fresco-matte`, `tempera-precise`, `watercolor-soft`, `acrylic-flat`
+  - *Drawing/Illustration:* `pen-crosshatch`, `brush-wash`, `charcoal-smudge`, `gouache-opaque`, `poster-ink`, `litho-wash`
+  - *Print/Reproduction:* `engrave-hatch`, `woodblock-carved`, `silkscreen-layered`, `offset-dot`, `halftone-dot`
+  - *Mosaic/Decorative:* `mosaic-tessera`, `icon-flat`, `stained-glass-lead`, `byzantine-gold`, `manuscript-miniature`
+  - *Digital/Modern:* `vector-crisp`, `pixel-stepped`, `digital-painted`, `3d-rendered`
+  - *Photographic:* `diffusion-soft`, `diffusion-glam`, `film-grain-triX`, `hard-flash`, `platinum-plate`, `color-surge`
+  - *Stylized:* `geometric-faceted`, `organic-flowing`, `caricature-exaggerated`
+- **Pose Flags (choose one):** `frontal-rigid`, `contrapposto`, `power-stance`, `candid-motion`, `foreshortened-diagonal`, `erotic-tension`, `gestural-fluid`.
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`, `source-respect`.
+- **Media Hybrid Flag (optional):** `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics.
+- **Period Production Authenticity:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.).
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Redraw in **German Expressionist urban anxiety** for **oil on canvas with angular modernist style**.
+- Identity via angular aggression/metropolitan alienation/geometric distortion.
+- **IP Safeguard Declaration:** Create original urban psychological composition avoiding copyrighted elements appropriate to German Expressionist tradition.
+- **Face-Treatment Flag:** `angular-modernist`
+- **Pose Flag:** `urban-alienation`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Kirchner's spiky angular style and urban anxiety override naturalistic representation.
+- **Mode Selector:** urban psychological study
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `2:3` (elongated vertical for urban scenes)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with urban vertical emphasis
+- **Spatial Allocation:** Figure dominance 65% with significant urban environmental context
+- **Background Treatment:** Extend angular urban elements, street scenes, and metropolitan anxiety to fill 2:3 vertical canvas space
+- **Format Justification:** 2:3 elongated vertical ratio serves Kirchner's urban street scenes and metropolitan psychological tension
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Primitivism, African and Oceanic art, medieval German woodcuts, Fauvism color, urban modernist anxiety
+- **Medium/Production method:** Oil on canvas with spiky, angular brushwork and bold color application
+- **Thematic purpose:** Metropolitan alienation, modern urban anxiety, psychological trauma of war, primitivist rebellion against bourgeois culture
+- **5 hallmark motifs:** Spiky, aggressive angular lines; collapsed perspective creating urban claustrophobia; elongated, mask-like faces influenced by primitive art; jarring, contrasting colors; prostitutes as symbols of modern alienation
+- **Period framing:** 1905-1925 German Expressionist Die Brücke movement and urban Berlin period
+- **Tone Tag:** Urban anxiety with primitivist rebellion
+- **Production Era Authenticity:** Early 20th century German painting with Die Brücke group techniques and primitivist influences
+
+## 4) Technical Method & Mark-Making
+
+- **Line:** Spiky, aggressive angular lines creating urban tension and psychological anxiety
+- **Color:** Jarring, contrasting colors serving emotional rather than naturalistic purposes; bold primitivist palette
+- **Texture:** Bold, direct brushwork with angular, aggressive surface treatment
+- **Edge:** Sharp, angular edges creating psychological tension and urban claustrophobia
+- **Stroke economy:** Direct, aggressive marks serving urban anxiety and primitivist directness
+- **Surface depth:** Collapsed perspective creating claustrophobic urban spaces
+- **Detail hierarchy:** Essential urban elements emphasized through angular distortion and color contrast
+- **Material simulation:** Authentic oil painting with bold, direct German Expressionist techniques
+- **Pose Anchors:** Urban alienation through angular positioning, metropolitan anxiety, confrontational stances
+- **Scale Hierarchy Anchor:** Elongated proportions serving urban psychological truth rather than naturalistic accuracy
+- **Material Authenticity Anchor:** Traditional oil on canvas with Die Brücke group angular techniques
+- **Period Consistency Anchor:** 1905-1925 German painting methods with primitivist and urban modernist approach
+- **Production Method Anchor:** Bold, direct painting techniques influenced by woodcut and primitivist art
+- **Canvas Adaptation Anchor:** Composition designed for 2:3 elongated format emphasizing urban verticality and metropolitan tension
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**WARDROBE TRACKS:**
+
+- **Adult masculine:** Urban bourgeois clothing, military uniforms (reflecting war trauma), artist's clothing
+- **Adult feminine:** Street fashion, prostitute attire as symbol of modernity, urban working women's clothing
+- **Urban modern:** Clothing reflecting early 20th century metropolitan life and social change
+
+**FABRIC BEHAVIOR:** Clothing rendered with angular distortion reflecting urban psychological states
+
+**ACCESSORY CAPS:** Minimalist 1-2 (objects reflecting urban modern life or war trauma)
+
+**COLOR PALETTE:** Bold, jarring contrasts - acidic greens, electric blues, harsh reds serving psychological rather than naturalistic purposes
+
+**WARDROBE VARIATION REQUIRED:** Cycle through urban modern clothing with angular, distorted rendering emphasizing psychological alienation
+
+**PROPS:** Maximum 2 objects serving urban or war-related narrative
+
+**COHERENCE FILTER:** All elements support urban anxiety and modernist psychological themes
+
+**YAML PROP Pools:**
+
+```yaml
+kirchner_objects:
+  urban_symbols: [city_streets, electric_lights, modern_architecture, transportation]
+  war_trauma: [military_items, medical_objects, broken_objects, letters]
+  primitivist_art: [masks, tribal_objects, folk_art_items, woodcut_tools]
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "smooth academic finish"
+- "peaceful rural scenes", "classical beauty", "decorative refinement"
+- "soft curves", "romantic sentimentality", "bourgeois comfort"
+- "naturalistic proportions", "conventional facial features", "harmonious color schemes"
+- "spiky hair", "radiating hair", "wild hair", "flowing locks"
+
+**✅ Canvas Positives:**
+
+- "exactly 2:3", "recomposed for urban vertical emphasis", "metropolitan psychological tension"
+- "violently angular geometric planes", "African mask-influenced faces", "acidic jarring color assault"
+- "authentic oil painting texture", "Die Brücke group techniques", "German Expressionist anxiety"
+- "choppy hack-like brushwork", "suffocating collapsed perspective", "primitivist geometric simplification"
+
+**Vocabulary warnings:** Avoid "peaceful," "comfortable," "refined" to prevent bourgeois or rural idyllic qualities
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Elongated Vertical):**
+
+- **Vertical emphasis:** Urban scene dominance with figure integration 65% and metropolitan context 35%
+- **Urban staging:** Street scenes emphasizing psychological alienation and metropolitan anxiety
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Collapsed urban perspective creating claustrophobic metropolitan spaces
+- **Grid/symmetry:** Angular, tilted compositions emphasizing urban disequilibrium
+- **Figure:ground:** 65% figure-urban integration with 35% metropolitan environmental context
+- **Density:** Rich urban information conveyed through angular distortion and color contrast
+- **Lighting logic:** Harsh electric lighting serving urban modernist rather than natural illumination
+- **Detail:negative space ratio:** Dense urban elements with angular efficiency optimized for 2:3 vertical format
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Oil on canvas with bold angular brushwork texture reflecting urban anxiety
+- **Frame/Band Anchor:** Omit entirely (authentic to painting tradition)
+- **Production Context Anchor:** 1905-1925 German Die Brücke group painting with primitivist and urban influences
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 elongated format emphasizing urban verticality and metropolitan psychological tension
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** Omit entirely
+
+**IF ALLOWED:** N/A - Kirchner's paintings exclude text integration
+
+**HISTORICAL ACCURACY:** Pure painting tradition focused on urban psychological expression through form and color
+
+**PRODUCTION METHOD INTEGRATION:** N/A - emphasis on angular painting surface and urban anxiety expression
+
+------
+
diff --git a/styles/expressionism/oskar_kokoschka.md b/styles/expressionism/oskar_kokoschka.md
new file mode 100644
index 0000000..92d2639
--- /dev/null
+++ b/styles/expressionism/oskar_kokoschka.md
@@ -0,0 +1,204 @@
+---
+id: oskar_kokoschka
+group: Expressionism
+movement: Viennese Expressionism
+artist: Oskar Kokoschka
+display_name: Oskar Kokoschka - Nervous Brushwork
+style_scope: single-artist
+ratios:
+  - '4:3'
+ratios_status: provisional
+ratios_notes: >
+  Kokoschka favored balanced 4:3 canvases that hold turbulent atmosphere around
+  the sitter.
+modes:
+  - Psychological portrait
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: >-
+    Let companions orbit in turbulent atmosphere without competing with the
+    focal figure.
+  identity_priority:
+    - gesture
+    - facial-planes
+    - silhouette
+about: >
+  Oskar Kokoschka painted like a nerve ending, pushing oil across canvas in
+  frantic arabesques to read the sitter's psyche. MuseoMorph preserves that
+  volatility while staying within contemporary guardrails.
+hero_image: null
+---
+
+
+# Oskar Kokoschka
+
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Face-Treatment Flags (choose one):**
+  - *Traditional Painted:* `painterly-contour`, `fresco-matte`, `tempera-precise`, `watercolor-soft`, `acrylic-flat`
+  - *Drawing/Illustration:* `pen-crosshatch`, `brush-wash`, `charcoal-smudge`, `gouache-opaque`, `poster-ink`, `litho-wash`
+  - *Print/Reproduction:* `engrave-hatch`, `woodblock-carved`, `silkscreen-layered`, `offset-dot`, `halftone-dot`
+  - *Mosaic/Decorative:* `mosaic-tessera`, `icon-flat`, `stained-glass-lead`, `byzantine-gold`, `manuscript-miniature`
+  - *Digital/Modern:* `vector-crisp`, `pixel-stepped`, `digital-painted`, `3d-rendered`
+  - *Photographic:* `diffusion-soft`, `diffusion-glam`, `film-grain-triX`, `hard-flash`, `platinum-plate`, `color-surge`
+  - *Stylized:* `geometric-faceted`, `organic-flowing`, `caricature-exaggerated`
+- **Pose Flags (choose one):** `frontal-rigid`, `contrapposto`, `power-stance`, `candid-motion`, `foreshortened-diagonal`, `erotic-tension`, `gestural-fluid`.
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`, `source-respect`.
+- **Media Hybrid Flag (optional):** `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics.
+- **Period Production Authenticity:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.).
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **4:3 ratio** - ignore source image dimensions completely.
+- Redraw in **Viennese Expressionist psychological portraiture** for **oil on canvas with nervous brushwork**.
+- Identity via frantic energy/psychological penetration/inner vision manifestation.
+- **IP Safeguard Declaration:** Create original psychological portrait avoiding copyrighted elements appropriate to Viennese Expressionist tradition.
+- **Face-Treatment Flag:** `nervous-animated`
+- **Pose Flag:** `psychological-penetration`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Style Dominance:** Kokoschka's nervous brushwork and psychological vision override physical appearance.
+- **Mode Selector:** psychological portrait
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `4:3` (balanced landscape for psychological portraits)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with swirling psychological atmosphere
+- **Spatial Allocation:** Subject dominance 70% with turbulent environmental context
+- **Background Treatment:** Extend nervous, frantic brushstrokes and turbulent color fields to fill 4:3 canvas space
+- **Format Justification:** 4:3 ratio serves Kokoschka's balanced psychological portraits with atmospheric context
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** No formal art training leading to intuitive approach, Vienna Secession rebellion, primitive art directness, psychological analysis, Freudian subconscious exploration
+- **Medium/Production method:** Oil on canvas with nervous, animated brushwork and frantic energy application
+- **Thematic purpose:** Manifestation of inner vision through subconscious, psychological penetration beyond surface appearance, catastrophic premonition
+- **5 hallmark motifs:** Nervous, swirling and frantic brushstrokes; turbulent, nihilistic atmospheric backgrounds; psychological rather than optical vision; visible anxiety and scratch marks; catastrophic emotional intensity
+- **Period framing:** 1900s-1920s Viennese Expressionist psychological exploration period
+- **Tone Tag:** Frantic psychological intensity with catastrophic premonition
+- **Production Era Authenticity:** Early 20th century Viennese painting with untrained, intuitive expressionist techniques
+
+## 4) Technical Method & Mark-Making
+
+- **Line:** Nervous, animated lines with visible anxiety and scratch marks; frantic, swirling movements
+- **Color:** Vibrant and contrasting colors serving psychological rather than naturalistic purposes
+- **Texture:** Visible brushstrokes creating anxious, scratch-marked surfaces; nervous energy made tangible
+- **Edge:** Agitated, uncertain edges reflecting psychological turbulence
+- **Stroke economy:** Frantic, energetic marks following emotional rather than formal logic
+- **Surface depth:** Turbulent atmospheric space reflecting inner psychological states
+- **Detail hierarchy:** Essential psychological elements emphasized through nervous energy
+- **Material simulation:** Authentic oil painting with characteristic nervous brushwork texture
+- **Pose Anchors:** Psychological intensity through inner energy representation - hands expressing internal tension, eyes revealing psychological depth
+- **Scale Hierarchy Anchor:** Proportions serving psychological rather than naturalistic truth
+- **Material Authenticity Anchor:** Traditional oil on canvas with distinctive nervous, untrained brushwork
+- **Period Consistency Anchor:** 1900s-1920s Viennese painting methods with intuitive expressionist approach
+- **Production Method Anchor:** Direct, untrained painting techniques with psychological intensity
+- **Canvas Adaptation Anchor:** Composition designed for 4:3 format balancing psychological subject with turbulent atmospheric context
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**WARDROBE TRACKS:**
+
+- **Adult masculine:** Bourgeois clothing reflecting Kokoschka's portrait subjects - suits, formal wear, intellectual attire
+- **Adult feminine:** Elegant dresses, artistic clothing, reflecting Vienna's cultural elite
+- **Aristocratic:** Clothing reflecting the tubercular aristocrats and cultural figures he painted
+
+**FABRIC BEHAVIOR:** Clothing rendered with same nervous energy as flesh; fabrics follow psychological rather than gravitational logic
+
+**ACCESSORY CAPS:** Minimalist 1-2 (objects reflecting subject's psychological state or social position)
+
+**COLOR PALETTE:** Vibrant contrasting colors - blues, greens, reds applied for psychological impact rather than naturalistic accuracy
+
+**WARDROBE VARIATION REQUIRED:** Cycle through period-appropriate clothing rendered with psychological rather than fashion emphasis
+
+**PROPS:** Maximum 2 objects serving psychological narrative or social commentary
+
+**COHERENCE FILTER:** All elements support psychological penetration and social observation
+
+**YAML PROP POOLS:**
+
+```yaml
+kokoschka_objects:
+  psychological_items: [books, musical_instruments, artistic_materials, personal_objects]
+  social_symbols: [jewelry, cultural_artifacts, status_objects, letters]
+  artistic_tools: [brushes, palette, canvas, creative_materials]
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "smooth academic finish"
+- "calm brushwork", "photographic precision", "decorative Art Nouveau elements"
+- "peaceful atmosphere", "conventional beauty", "static composition"
+- "controlled brushwork", "harmonious colors", "composed surfaces", "careful rendering"
+
+**✅ Canvas Positives:**
+
+- "exactly 4:3", "recomposed for psychological balance", "turbulent atmospheric context"
+- "frantically nervous brushwork", "psychological penetration", "visible anxiety scratch marks"
+- "authentic oil painting texture", "untrained intuitive energy", "Viennese Expressionist intensity"
+- "psychologically disturbing colors", "frantic nervous energy", "anxiety-ridden surface texture"
+
+**Vocabulary warnings:** Avoid "calm," "peaceful," "refined" to prevent academic or decorative qualities
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (4:3 Balanced):**
+
+- **Balanced emphasis:** Subject dominance 70% with significant turbulent atmospheric context 30%
+- **Psychological staging:** Nervous energy balanced between figure and environment
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Psychological space with turbulent, swirling atmospheric elements
+- **Grid/symmetry:** Asymmetrical compositions driven by nervous energy and psychological tension
+- **Figure:ground:** 70% figure with 30% frantic atmospheric background
+- **Density:** Rich psychological information conveyed through nervous brushwork intensity
+- **Lighting logic:** Psychological lighting serving inner vision rather than optical accuracy
+- **Detail:negative space ratio:** Nervous energy filling space with psychological significance optimized for 4:3 format
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Oil on canvas with nervous brushwork texture and visible anxiety marks
+- **Frame/Band Anchor:** Omit entirely (authentic to painting tradition)
+- **Production Context Anchor:** 1900s-1920s Viennese studio painting with untrained, intuitive approach
+- **Ratio Enforcement Anchor:** Composition designed specifically for 4:3 format balancing psychological subject with turbulent atmospheric context
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** Omit entirely
+
+**IF ALLOWED:** N/A - Kokoschka's psychological paintings exclude text integration
+
+**HISTORICAL ACCURACY:** Pure painting tradition focused on psychological penetration through brushwork
+
+**PRODUCTION METHOD INTEGRATION:** N/A - emphasis on nervous, animated painting surface
+
+------
+
diff --git a/styles/expressionism/vincent_van_gogh.md b/styles/expressionism/vincent_van_gogh.md
new file mode 100644
index 0000000..b1fe960
--- /dev/null
+++ b/styles/expressionism/vincent_van_gogh.md
@@ -0,0 +1,199 @@
+---
+id: vincent_van_gogh
+group: Expressionism
+movement: Post-Impressionist Modernism
+artist: Vincent van Gogh
+display_name: Vincent van Gogh - Impasto Resonance
+style_scope: single-artist
+ratios:
+  - '4:5'
+ratios_status: provisional
+ratios_notes: >
+  Van Gogh stretched canvases close to 4:5 for portraits and landscapes; keep
+  the filmic vertical frame.
+modes:
+  - Expressive painting
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: >-
+    Anchor the protagonist within a golden spiral while companions or symbolic
+    objects orbit via stroke rhythm.
+  identity_priority:
+    - gesture
+    - color-harmony
+    - silhouette
+about: >
+  Vincent van Gogh carved light into oil paint, bending rhythmic strokes and
+  saturated complements into living atmosphere. MuseoMorph celebrates that
+  urgency while keeping props original and subjects modest.
+hero_image: null
+---
+
+
+# Vincent van Gogh
+
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Face-Treatment Flags (choose one):**
+  - *Traditional Painted:* `painterly-contour`, `fresco-matte`, `tempera-precise`, `watercolor-soft`, `acrylic-flat`
+  - *Drawing/Illustration:* `pen-crosshatch`, `brush-wash`, `charcoal-smudge`, `gouache-opaque`, `poster-ink`, `litho-wash`
+  - *Print/Reproduction:* `engrave-hatch`, `woodblock-carved`, `silkscreen-layered`, `offset-dot`, `halftone-dot`
+  - *Mosaic/Decorative:* `mosaic-tessera`, `icon-flat`, `stained-glass-lead`, `byzantine-gold`, `manuscript-miniature`
+  - *Digital/Modern:* `vector-crisp`, `pixel-stepped`, `digital-painted`, `3d-rendered`
+  - *Photographic:* `diffusion-soft`, `diffusion-glam`, `film-grain-triX`, `hard-flash`, `platinum-plate`, `color-surge`
+  - *Stylized:* `geometric-faceted`, `organic-flowing`, `caricature-exaggerated`
+- **Pose Flags (choose one):** `frontal-rigid`, `contrapposto`, `power-stance`, `candid-motion`, `foreshortened-diagonal`, `erotic-tension`, `gestural-fluid`.
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`, `source-respect`.
+- **Media Hybrid Flag (optional):** `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics.
+- **Period Production Authenticity:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.).
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **4:5 ratio** - ignore source image dimensions completely.
+- Redraw in **Post-Impressionist expressive painting** for **oil on canvas with thick impasto**.
+- Identity via emotional brushwork/vivid color intensity/swirling energy.
+- **IP Safeguard Declaration:** Create original expressive composition avoiding copyrighted elements appropriate to Post-Impressionist tradition.
+- **Face-Treatment Flag:** `painterly-contour`
+- **Pose Flag:** `emotional-intensity`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Style Dominance:** Van Gogh's expressive brushwork and emotional color override naturalistic representation.
+- **Mode Selector:** expressive painting
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `4:5` (van Gogh's preferred proportions)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with swirling atmospheric elements
+- **Spatial Allocation:** Subject dominance 65% with energetic environmental context
+- **Background Treatment:** Extend characteristic swirling patterns and vibrant color fields to fill 4:5 canvas space
+- **Format Justification:** 4:5 ratio serves van Gogh's dynamic compositions and emotional intensity
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Japanese woodblock prints, Impressionist color theory, Pointillist technique, peasant life realism, Symbolist spirituality
+- **Medium/Production method:** Oil on canvas with distinctive thick impasto application and visible brushwork
+- **Thematic purpose:** Emotional expression through color and movement, spiritual connection to nature, psychological self-examination
+- **5 hallmark motifs:** Frenzied, rhythmic brushstrokes following form; intense, often non-naturalistic color; swirling, energetic patterns in sky and landscape; thick impasto creating tactile surface; cypress trees and sunflowers as spiritual symbols
+- **Period framing:** 1880s-1890s Post-Impressionist innovation period
+- **Tone Tag:** Passionate intensity with spiritual yearning
+- **Production Era Authenticity:** Traditional oil painting with innovative brushwork and color application techniques
+
+## 4) Technical Method & Mark-Making
+
+- **Line:** Dynamic, rhythmic brushstrokes following form and emotion; swirling, energetic contours
+- **Color:** Intense, often complementary contrasts; pure pigment application; emotional rather than naturalistic color choices
+- **Texture:** Heavy impasto creating sculptural paint surface; visible brushwork defining form and movement
+- **Edge:** Bold, confident edges with paint applied directly from tube; minimal blending
+- **Stroke economy:** Deliberate, energetic marks that serve both form and emotional expression
+- **Surface depth:** Maintained three-dimensional perspective with expressive spatial distortion
+- **Detail hierarchy:** Essential forms emphasized through color and brushwork intensity
+- **Material simulation:** Authentic oil painting with characteristic paint thickness and texture
+- **Pose Anchors:** Emotional gesture - hand to head in contemplation, direct intense gaze, working postures
+- **Scale Hierarchy Anchor:** Naturalistic human proportions with occasional symbolic emphasis
+- **Material Authenticity Anchor:** Traditional oil on canvas with distinctive thick paint application
+- **Period Consistency Anchor:** 1880s-1890s French painting methods with Post-Impressionist innovations
+- **Production Method Anchor:** Hand-mixed pigments applied with palette knife and brush techniques
+- **Canvas Adaptation Anchor:** Composition designed for 4:5 format emphasizing van Gogh's characteristic dynamic energy
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**WARDROBE TRACKS:**
+
+- **Adult masculine:** Simple peasant clothing, artist's smocks, working-class jackets and hats reflecting van Gogh's subjects
+- **Adult feminine:** Rural peasant dresses, simple shawls, working women's attire
+- **Working class:** Emphasis on laborers, farmers, and humble rural inhabitants
+
+**FABRIC BEHAVIOR:** Simplified forms emphasizing the dignity of labor; fabrics follow brushwork rhythm
+
+**ACCESSORY CAPS:** Minimalist 0-2 (working tools, simple hats, basic jewelry)
+
+**COLOR PALETTE:** Van Gogh's characteristic palette - yellows, blues, oranges, with bold complementary contrasts
+
+**WARDROBE VARIATION REQUIRED:** Cycle through earthy working colors, bright sunflower yellows, deep blues, avoiding bourgeois elegance
+
+**PROPS:** Maximum 2 objects - sunflowers, books, pipes, artist materials, rural working tools
+
+**COHERENCE FILTER:** All elements support themes of labor, nature, and spiritual seeking
+
+**YAML PROP POOLS:**
+
+```yaml
+van_gogh_objects:
+  nature_symbols: [sunflowers, cypress_trees, wheat_sheaves, irises]
+  working_life: [pipes, books, artist_brushes, farming_tools]
+  spiritual_items: [bible, letters, candles, simple_crosses]
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "smooth academic finish"
+- "muted colors", "invisible brushwork", "photographic precision"
+- "bourgeois elegance", "decorative refinement", "salon painting style"
+
+**✅ Canvas Positives:**
+
+- "exactly 4:5", "recomposed for van Gogh proportions", "dynamic emotional composition"
+- "thick impasto", "visible energetic brushwork", "intense complementary colors"
+- "authentic oil painting texture", "sculptural paint surface", "Post-Impressionist innovation"
+
+**Vocabulary warnings:** Avoid "refined," "elegant," "smooth" to prevent academic or salon painting characteristics
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (4:5):**
+
+- **Balanced emphasis:** Subject dominance 65% with significant environmental context creating dynamic energy flow
+- **Rhythmic staging:** Energetic compositions with swirling movements and rhythmic brushwork patterns following 4:5 format
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Maintained three-dimensional space enhanced by thick paint creating physical surface relief
+- **Grid/symmetry:** Dynamic asymmetry with rhythmic brushwork patterns following form direction
+- **Figure:ground:** 65% figure with 35% expressive environmental context both rendered with equal paint thickness
+- **Density:** Rich visual information achieved through thick paint application and directional brushwork intensity
+- **Lighting logic:** Emotional lighting serving expressive goals - paint thickness creating actual shadows and highlights
+- **Detail:negative space ratio:** Dense visual information through paint physicality balanced with rhythmic movement optimized for 4:5 format
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Oil on canvas with 3-5mm thick impasto creating sculptural relief surface with visible tool marks
+- **Frame/Band Anchor:** Omit entirely (authentic to painting tradition)
+- **Production Context Anchor:** 1880s-1890s French Post-Impressionist studio painting with thick paint application techniques
+- **Ratio Enforcement Anchor:** Composition designed specifically for 4:5 format emphasizing van Gogh's dynamic energy and physical paint presence
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** Omit entirely
+
+**IF ALLOWED:** N/A - Van Gogh's paintings exclude text integration
+
+**HISTORICAL ACCURACY:** Pure painting tradition focused on color and brushwork expression
+
+**PRODUCTION METHOD INTEGRATION:** N/A - emphasis on painted surface qualities
diff --git a/styles/fantasy_illustration/boris_vallejo_muscular_hyperrealism.md b/styles/fantasy_illustration/boris_vallejo_muscular_hyperrealism.md
new file mode 100644
index 0000000..99cca31
--- /dev/null
+++ b/styles/fantasy_illustration/boris_vallejo_muscular_hyperrealism.md
@@ -0,0 +1,114 @@
+---
+id: boris_vallejo_muscular_hyperrealism
+group: Fantasy Illustration
+movement: Airbrushed Heroic Fantasy
+artist: Boris Vallejo
+display_name: Boris Vallejo — Muscular Hyperrealism
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '1:1'
+ratios_status: provisional
+ratios_notes: >
+  Vallejo alternates between paperback 2:3s, 3:4 posters, and square pin-up
+  studies—pick whichever best sells the physique.
+modes:
+  - Muscular Perfection
+  - Hyperrealistic Fantasy
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Boris Vallejo airbrushed bodybuilders into myth—chrome highlights, oiled skin,
+  and cosmic backdrops. His hyperreal figures feel sculpted more than painted.
+  We continue that polished spectacle with new heroes, creatures, and neon
+  nebulae.
+hero_image: null
+---
+
+## Boris Vallejo Style - Enhanced Muscular Hyperrealism
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 cover perfection** or **1:1 poster format** - ignore source image dimensions completely. **CRITICAL MUSCULAR PERFECTION DOMINANCE:** Boris Vallejo's hyperrealistic muscular mastery with **photographic anatomical precision** and **classical oil painting refinement** overrides ALL simplified anatomy, cartoon proportions, and amateur figure rendering. **COMPLETE HYPERREALISTIC ANATOMICAL TRANSFORMATION WITH PHOTOGRAPHIC MUSCLE DEFINITION REQUIRED.** **Redraw command:** "Transform subject into authentic **Boris Vallejo hyperrealistic muscular perfection** with **photographic anatomical precision**, **smooth classical oil painting technique**, and **idealized proportional excellence** for **exact format specification** - NOT simplified anatomy, rough brushwork, or amateur figure rendering." **Anti-Simplified Priority:** **NO rough brushwork, simplified anatomical rendering, cartoon muscle definition, or amateur techniques that eliminate photographic hyperrealism and classical refinement.** **Completely redraw emphasizing photographic anatomical precision with smooth classical oil painting mastery and idealized proportional perfection.** **Face-Treatment Flag:** `diffusion-glam` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Hyperrealistic Medium Enforcement:** **Subject must exhibit photographic anatomical perfection with classical oil painting refinement, not rough or simplified presentation.** **Mode Selector:** Choose [Muscular Perfection] or [Hyperrealistic Fantasy] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (cover perfection format)
+- **1:1** (poster heroic format)
+- **3:4** (classical hyperrealistic portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with hyperrealistic perfection emphasis and classical composition
+- **Spatial Allocation:** Subject positioned for maximum anatomical showcase with idealized heroic positioning
+- **Background Treatment:** Extend idealized classical fantasy environments with perfect atmospheric gradients and refined lighting effects
+- **Format Justification:** Vallejo's cover art tradition requires precise classical framing supporting anatomical perfection and hyperrealistic fantasy presentation
+## 3) Style Context & Material Authenticity
+
+Boris Vallejo's masterful approach (1970s-present) established **hyperrealistic muscular fantasy** through **photographic anatomical precision** and **classical oil painting excellence**. Production method emphasizes **meticulous classical oil painting mastery** with **photographic reference precision**, **Renaissance technique influence**, **smooth hyperrealistic surface treatment**, **idealized human form presentation**, and **classical academic training foundation**. Purpose focuses on **heroic fantasy storytelling** through **perfect anatomical showcase** and **idealized character integration**. Hallmark motifs include **photographic muscular definition with vascular detail**, **idealized athletic proportions**, **classical sculpture influence**, **smooth oil painting refinement**, **perfect anatomical accuracy**, **soft atmospheric lighting**, **exotic classical fantasy settings**, and **heroic pose mastery with grace**. Period framing encompasses **timeless classical mythology** with **idealized fantasy atmosphere** creating **hyperrealistic heroic perfection**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Hyperrealistic form definition** through **photographic anatomical modeling** where **precise muscle definition** and **classical surface perfection** create **seamless edge work**; **academic drawing foundation** with **anatomical mastery excellence**. **Perfect classical proportion systems** with **idealized heroic presentation**. **Color:** **Hyperrealistic classical palette** at **85-95% saturation** with **perfect color relationships** and **soft atmospheric emphasis**. **Vallejo signature precision**: **perfect bronze skin tones (#cd853f, #daa520)**, **soft heroic blue atmospheres (#87ceeb, #b0e0e6)**, **classical gold highlights (#ffd700, #ffb347)**, **idealized environmental colors (#98fb98, #ffa07a)**. **Soft color temperature modeling** with **classical atmospheric integration**. **Texture:** **Smooth hyperrealistic oil painting surface** with **photographic anatomical precision** and **classical texture mastery**. **Perfect texture excellence**: **muscle definition with photographic precision and vascular detail, skin surfaces with hyperrealistic smoothness, fabric with idealized classical drape, environmental elements with perfect atmospheric perspective**. **Classical cover art surface quality** throughout. **Detail hierarchy:** **Photographic anatomical perfection** receives **maximum hyperrealistic attention** with **muscular definition excellence and vascular precision**, **classical heroic equipment** rendered with **perfect functionality** and **idealized detail**, **environmental elements** showing **soft atmospheric mastery**, **cover impact** prioritized for **visual perfection and classical beauty**. **Material simulation:** **Classical oil painting techniques** with **smooth hyperrealistic mastery** and **photographic surface treatment**. **Idealized surface effects**: **muscle highlights with photographic precision, perfect skin modeling with classical smoothness, soft atmospheric perfection, classical lighting integration** all with **heroic sophistication and academic excellence**. **Smoothness Requirements:** **No visible brushstrokes or texture that breaks photographic hyperrealism** - all surfaces must exhibit **classical oil painting smoothness with photographic precision**. **Canvas Adaptation Anchor:** Hyperrealistic muscular composition extends naturally within declared aspect ratio with photographic anatomical perfection emphasis and idealized classical fantasy presentation. **Renderer mapping hint:** Set stylization to 85-95%, chaos to 5-10%, CFG scale 14-18 for **hyperrealistic perfection** with **classical atmospheric refinement**. **Critical anatomy enforcement:** Characters must display photographic muscular definition with precise vascular detail and academic anatomical accuracy. **Critical surface enforcement:** Smooth classical oil painting finish with no visible brushwork - photographic hyperrealism throughout. **Critical lighting enforcement:** Soft, idealized lighting with classical modeling and perfect atmospheric integration.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Idealized classical heroine styling** with **perfect proportional showcase** and **classical integration**, **minimal refined fantasy armor** with **perfect protection** and **heroic functionality**, **idealized classical clothing** showing **perfect design** and **academic practicality**, ornament scale **2-3** (perfect classical jewelry, heroic accessories, idealized elements); hair & makeup scale **2** (classical styling for **hyperrealistic perfection**); **perfect classical footwear** with **heroic practicality**.
+- **Adults (male-presenting):** **Hyperrealistic classical heroic styling** with **photographic muscular showcase**, **minimal refined armor design** showcasing **perfect anatomy** and **idealized classical strength**; accessories **1-2** pieces (perfect classical weapons, heroic gear); **idealized classical warrior aesthetic** with **academic sophistication**.
+- **Youth (girls/boys):** **Age-appropriate classical heroic styling** with **idealized elements** and **academic design**; **appropriate perfect accessories** supporting **character development**; **practical classical footwear** for **heroic adventures**.
+- **Fabric behavior:** **Perfect classical fantasy fabric physics** with **idealized drape** and **academic interaction** showing **environmental perfection** and **heroic integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [perfect classical sword, idealized heroic shield, classical spear, refined bow, perfect armor]
+  occasional: [fantasy classical mount, heroic vehicle, perfect artifact, academic tool]
+  rare: [legendary perfect weapon, idealized treasure, heroic relic, classical masterwork]
+  micro: [perfect gem, heroic charm, classical detail, idealized accent]
+  exclusions:
+    - "no rough items inappropriate to hyperrealistic classical excellence"
+    - "no crude objects that break idealized perfection"
+  dependencies:
+    - "classical heroic items require perfect design and idealized functionality integration"
+    - "academic elements must support hyperrealistic perfection and classical excellence"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "rough brushwork", "simplified anatomical rendering", "visible brushstrokes", "cartoon muscle definition", "amateur surface treatment"; **NO rough techniques that eliminate hyperrealistic perfection**; **NO visible brushwork that breaks classical smoothness**; **NO simplified anatomy that lacks photographic precision**; **NO amateur techniques that lack muscular definition excellence**. **✓ Canvas Positives:** "exactly [declared ratio]", "photographic anatomical precision", "smooth classical oil painting finish", "hyperrealistic muscular perfection"; **Photographic anatomical excellence** with **perfect muscle definition and vascular detail**; **Classical oil painting smoothness** with **hyperrealistic surface treatment**; **Idealized heroic characters** with **perfect proportional integration and academic accuracy**; **Soft atmospheric lighting** with **classical modeling perfection**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Cover:** Classical heroic character perfection with idealized environmental support and hyperrealistic cover impact
+- **For 1:1 Poster:** Perfect heroic focus with Vallejo's hyperrealistic treatment and classical atmospheric context
+- **For 3:4 Classical Portrait:** Portrait emphasis with photographic anatomical perfection and idealized fantasy integration
+
+**Staging:** Subjects positioned within **hyperrealistic classical heroic scenarios** showing **photographic anatomical perfection** and **idealized capability** in **classical fantasy environments**. **Camera/perspective:** **Perfect classical heroic angles** supporting **anatomical excellence** and **idealized presentation**. **Background density:** **Classical fantasy environments** with **soft perfect atmospheric effects** and **idealized environmental quality**. **Atmospheric Requirements:** **Soft gradient atmospheres with classical perspective**, **refined environmental lighting**, **perfect color temperature transitions**, **idealized fantasy elements with academic precision**. **Surface Context Anchor:** Smooth hyperrealistic oil painting surface with photographic precision appropriate to perfect classical heroic fantasy **Ratio Enforcement Anchor:** Idealized classical environments extend naturally within declared ratio while maintaining photographic anatomical perfection focus and hyperrealistic excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for cover art tradition; **allow embedded text** for **heroic fantasy cover purposes**.
+
+**Ratio-Appropriate Zones:** Classical heroic composition optimized for declared aspect ratio with **perfect cover text integration**
+
+**Copy limits:** ≤4 words/line for **heroic titles**, ≤5 coverlines positioned within **idealized classical composition**
+
+**Font recommendation:** **Closest Google Font: Cinzel (classical heroic analog, 85%). Better: Perfect classical heroic fonts appropriate to hyperrealistic excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Cover art mode:** mandatory text integration, title > author hierarchy, classical heroic fantasy typography
+- **Poster mode:** optional perfect title integration
+- **Portfolio mode:** omit text for pure hyperrealistic artistic presentation
+
+**Historical accuracy:** fonts must support classical heroic fantasy tradition without breaking hyperrealistic perfection.
+
+------
diff --git a/styles/fantasy_illustration/brom_gothic_dark_fantasy.md b/styles/fantasy_illustration/brom_gothic_dark_fantasy.md
new file mode 100644
index 0000000..731f8e8
--- /dev/null
+++ b/styles/fantasy_illustration/brom_gothic_dark_fantasy.md
@@ -0,0 +1,114 @@
+---
+id: brom_gothic_dark_fantasy
+group: Fantasy Illustration
+movement: Dark Gothic Fantasy
+artist: Gerald Brom
+display_name: Brom — Gothic Dark Fantasy
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Brom alternates between tall character studies, 3:4 reliquaries, and
+  widescreen nightmares—stick to 2:3, 3:4, or 16:9 to channel that menace.
+modes:
+  - Gothic Character
+  - Macabre Scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Brom blends tattoo-ink linework with oil glazes, conjuring witches, wasteland
+  angels, and biomechanical beasts. The mood is always baroque, bruised, and
+  beautiful. MuseoMorph keeps that ritualistic dread while crafting new sigils,
+  species, and rusted cathedrals.
+hero_image: null
+---
+
+## Brom Style - Gothic Dark Fantasy
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 dark fantasy format** or **3:4 gothic portrait** - ignore source image dimensions completely. **CRITICAL GOTHIC DARKNESS DOMINANCE:** Brom's macabre beauty aesthetic overrides ALL cheerful fantasy, bright coloration, and wholesome character presentation. **COMPLETE GOTHIC ATMOSPHERIC TRANSFORMATION REQUIRED.** **Redraw command:** "Transform subject into authentic **Brom gothic dark fantasy** for **exact format specification** - NOT cheerful fantasy, bright illustration, or wholesome character design." **Anti-Wholesome Priority:** **NO bright cheerful colors, innocent character expressions, or wholesome fantasy elements that eliminate dark atmosphere.** **Completely redraw emphasizing macabre beauty and gothic atmosphere.** **Face-Treatment Flag:** `charcoal-smudge` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `adaptive-extend` **Gothic Medium Enforcement:** **Subject must exhibit dark atmospheric beauty with gothic elements, not cheerful or wholesome fantasy.** **Mode Selector:** Choose [Gothic Character] or [Macabre Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (dark fantasy book cover format)
+- **3:4** (gothic character portrait)
+- **16:9** (atmospheric horror landscape)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with gothic atmospheric expansion
+- **Spatial Allocation:** Subject positioned for maximum dark atmospheric impact (dramatic lighting emphasizing gothic beauty)
+- **Background Treatment:** Extend dark fantasy environments (twisted forests, gothic architecture, supernatural mists) with atmospheric horror depth
+- **Format Justification:** Brom's gothic aesthetic requires dramatic framing supporting macabre beauty and atmospheric darkness while maintaining sophisticated artistic presentation
+## 3) Style Context & Material Authenticity
+
+Gerald Brom's distinctive approach (1989-present) established **gothic dark fantasy aesthetics** through **macabre beauty integration** and **atmospheric horror mastery**. Production method emphasizes **self-taught traditional techniques** influenced by **Frank Frazetta and Norman Rockwell**, **gothic aesthetic development**, **TSR Dark Sun visual creation**, and **horror novel illustration excellence**. Purpose focuses on **dark storytelling** through **beautiful horror** and **macabre atmospheric integration**. Hallmark motifs include **gothic architectural elements**, **twisted supernatural creatures**, **macabre beauty in horror**, **atmospheric mist and shadow**, **dark romantic themes**, and **supernatural horror integrated with classical beauty**. Period framing encompasses **gothic horror settings** with **classical art foundation** creating **sophisticated dark fantasy**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Gothic atmospheric line work** with **charcoal and traditional media influence** ranging **0.4-2.0 pt** based on **atmospheric depth** and **gothic emphasis**; **dramatic shadow definition** through **traditional sketching techniques**. **Gothic architectural precision** with **supernatural organic curves**. **Color:** **Gothic dark palette** at **40-70% saturation** with **atmospheric color relationships** and **macabre beauty emphasis**. **Brom signature colors**: **deep shadow purples (#4c1d95, #581c87)**, **atmospheric grays (#6b7280, #4b5563)**, **gothic reds (#7f1d1d, #991b1b)**, **supernatural greens (#14532d, #166534)**. **Temperature-based gothic modeling** with **cool shadows** and **warm supernatural highlights**. **Texture:** **Traditional media surface quality** with **charcoal and oil integration** and **gothic atmospheric effects**. **Supernatural texture rendering**: **weathered stone, twisted wood, ethereal mist, supernatural skin**. **Gothic architectural detail** with **supernatural organic integration**. **Detail hierarchy:** **Character faces** receive **gothic beauty treatment** with **macabre sophistication**, **supernatural elements** rendered with **atmospheric integration**, **gothic environmental elements** showing **classical foundation** with **dark atmospheric mastery**, **horror elements** integrated with **artistic beauty**. **Material simulation:** **Traditional gothic painting techniques** with **charcoal foundation** and **oil painting sophistication**. **Atmospheric horror effects** through **traditional media layering** and **gothic color integration**. **Canvas Adaptation Anchor:** Gothic atmospheric composition extends naturally within declared aspect ratio with dark beauty integration and sophisticated horror presentation. **Renderer mapping hint:** Set stylization to 75-85%, chaos to 20-30%, CFG scale 9-13 for **gothic atmosphere** with **macabre beauty**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Gothic fashion styling** with **dark romantic elements**, **period gothic clothing** showing **historical foundation** with **supernatural touches**, **dramatic silhouettes** including **flowing dark gowns, fitted bodices, dramatic cloaks**, ornament scale **2-3** (gothic jewelry, dark accessories, supernatural elements); hair & makeup scale **2** (gothic styling with **dramatic but tasteful emphasis**); **gothic footwear** with **period authenticity**.
+- **Adults (male-presenting):** **Dark romantic styling** with **gothic period influence**, **supernatural character clothing** with **historical foundation**, **dramatic gothic elements** including **dark coats, fitted clothing, supernatural accessories**; accessories **2-3** pieces (gothic symbols, dark romantic items, supernatural elements); **gothic character aesthetic** with **sophisticated darkness**.
+- **Youth (girls/boys):** **Age-appropriate gothic styling** with **dark romantic elements** and **period influence**; **appropriate gothic accessories** supporting **character development**; **practical footwear** with **gothic aesthetic**.
+- **Fabric behavior:** **Gothic fabric physics** with **dramatic drape** and **supernatural interaction** showing **wind effects** and **atmospheric influence** within **dark romantic contexts**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [gothic symbol, dark tome, supernatural artifact, twisted weapon, macabre ornament]
+  occasional: [gothic architecture piece, supernatural creature, dark romantic item, horror element]
+  rare: [supernatural entity, gothic masterwork, dark legendary item, macabre treasure]
+  micro: [gothic detail, dark charm, supernatural token, macabre accent]
+  exclusions:
+    - "no cheerful or wholesome items inappropriate to gothic atmosphere"
+    - "no bright elements that break dark atmospheric integration"
+  dependencies:
+    - "gothic items require atmospheric darkness and sophisticated horror integration"
+    - "supernatural elements must blend beautifully with macabre themes"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "cheerful bright coloration", "wholesome fantasy elements", "innocent character presentation"; **NO bright cheerful fantasy that eliminates gothic atmosphere**; **NO wholesome elements that break macabre beauty integration**; **NO character designs that lack sophisticated darkness**. **✓ Canvas Positives:** "exactly [declared ratio]", "gothic atmospheric beauty"; **Macabre sophistication** with **dark atmospheric mastery**; **Gothic architectural elements** with **supernatural integration**; **Beautiful horror** with **classical art foundation**; **Atmospheric darkness** with **sophisticated artistic presentation**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Dark Fantasy:** Gothic character prominence with atmospheric horror support and dark beauty emphasis
+- **For 3:4 Gothic Portrait:** Character focus with Brom's macabre beauty treatment and gothic atmospheric context
+- **For 16:9 Horror Landscape:** Atmospheric horror panorama with gothic architecture and supernatural environmental integration
+
+**Staging:** Subjects positioned within **gothic atmospheric scenarios** showing **macabre beauty** and **supernatural presence** in **sophisticated dark fantasy settings**. **Camera/perspective:** **Gothic dramatic angles** supporting **atmospheric horror** and **beautiful darkness presentation**. **Background density:** **Gothic atmospheric environments** with **architectural sophistication** and **supernatural atmospheric quality**. **Surface Context Anchor:** Traditional gothic painting surface appropriate to dark fantasy storytelling **Ratio Enforcement Anchor:** Gothic atmospheric environments extend naturally within declared ratio while maintaining macabre beauty focus and sophisticated horror presentation.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for dark fantasy illustration tradition; **allow embedded text** for **gothic horror storytelling**.
+
+**Ratio-Appropriate Zones:** Gothic composition optimized for declared aspect ratio with **dark atmospheric text integration**
+
+**Copy limits:** ≤4 words/line for **gothic titles**, ≤5 coverlines positioned within **atmospheric composition**
+
+**Font recommendation:** **Closest Google Font: Creepster (gothic horror analog, 70%). Better: Gothic blackletter or horror-themed fonts appropriate to dark fantasy.**
+
+**Format-Specific Text Rules:**
+
+- **Dark fantasy cover mode:** mandatory gothic text integration, atmospheric hierarchy, horror theme typography
+- **Gothic portrait mode:** optional dark romantic text elements
+- **Horror landscape mode:** atmospheric horror text integration supporting gothic mood
+
+**Historical accuracy:** fonts must support gothic horror atmosphere without breaking dark fantasy authenticity.
+
+------
diff --git a/styles/fantasy_illustration/clyde_caldwell_warm_fantasy.md b/styles/fantasy_illustration/clyde_caldwell_warm_fantasy.md
new file mode 100644
index 0000000..14c91e2
--- /dev/null
+++ b/styles/fantasy_illustration/clyde_caldwell_warm_fantasy.md
@@ -0,0 +1,107 @@
+---
+id: clyde_caldwell_warm_fantasy
+group: Fantasy Illustration
+movement: TSR Warm Fantasy Illustration
+artist: Clyde Caldwell
+display_name: Clyde Caldwell — Warm Fantasy Appeal
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Caldwell’s calendar-ready heroes fill a 2:3 frame, perfect for module or
+  poster reuse.
+modes:
+  - Warm Fantasy Character
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Clyde Caldwell bathes adventurers in sunset golds and satin capes, striking
+  that sweet spot between pin-up and hero worship. His palette feels like a Ren
+  Faire at golden hour. We retain that inviting warmth while cycling through new
+  classes, familiars, and infernal foes.
+hero_image: null
+---
+
+# Clyde Caldwell Style - Warm Fantasy Appeal
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 TSR cover format** - ignore source image dimensions completely. **CRITICAL WARM FANTASY APPEAL DOMINANCE:** Clyde Caldwell's warm romantic fantasy aesthetic overrides ALL harsh warrior imagery, cold lighting, and unappealing character presentation. **COMPLETE WARM FANTASY TRANSFORMATION WITH CHARACTER APPEAL REQUIRED.** **Redraw command:** "Transform subject into authentic **Clyde Caldwell warm fantasy appeal** for **exact 2:3 format specification** - NOT harsh warrior art, cold lighting, or unappealing character design." **Anti-Harsh Priority:** **NO harsh warrior imagery, cold lighting, or aggressive character presentation that eliminates warm fantasy appeal.** **Completely redraw emphasizing warm fantasy beauty and appealing character presentation.** **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `adaptive-extend` **Warm Fantasy Medium Enforcement:** **Subject must exhibit warm fantasy appeal with character beauty emphasis, not harsh or unappealing presentation.** **Mode Selector:** [Warm Fantasy Character] for appealing character focus.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (TSR gaming cover format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with warm fantasy atmospheric expansion
+- **Spatial Allocation:** Subject positioned for maximum character appeal (appealing positioning with warm fantasy beauty emphasis)
+- **Background Treatment:** Extend warm fantasy environments (romantic castle interiors, magical landscapes, intimate settings) with atmospheric depth and warm lighting
+- **Format Justification:** Caldwell's TSR gaming tradition requires appealing framing supporting character beauty and warm fantasy presentation
+## 3) Style Context & Material Authenticity
+
+Clyde Caldwell's distinctive approach (1982-present) established **warm fantasy aesthetics** through **appealing character presentation** and **romantic atmospheric integration**. Production method emphasizes **oil painting mastery** with **photographic reference integration**, **model-based character development**, **TSR gaming collaboration**, and **warm romantic lighting excellence**. Purpose centers on **fantasy appeal storytelling** through **character beauty** and **warm environmental integration**. Hallmark motifs include **appealing fantasy characters with warm beauty**, **elegant fantasy clothing and jewelry**, **warm romantic lighting with golden atmospheric effects**, **fantasy romance settings**, **elegant creature design**, and **TSR gaming aesthetic excellence**. Period framing encompasses **1980s fantasy gaming boom** with **warm fantasy sophistication** creating **appealing gaming art**. **Tone Tag:** Warm fantasy appeal.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Appealing illustration line work** with **warm softness** ranging **0.6-1.5 pt** based on **character beauty emphasis** and **fantasy elegance**; **model-based drawing foundation** with **appealing proportional systems**. **Character definition** with **warm beauty emphasis**. **Color:** **Warm fantasy palette** at **80-90% saturation** with **golden color relationships** and **appealing character emphasis**. **Caldwell signature warm colors**: **warm romantic reds (#dc2626, #ef4444)**, **elegant fantasy purples (#7c3aed, #8b5cf6)**, **golden warm highlights (#f59e0b, #fbbf24)**, **appealing skin tones (#fdbcb4, #fed7aa)**. **Warm color temperature** with **golden lighting emphasis**. **Texture:** **Warm oil painting surface** with **appealing softness** and **character beauty texture emphasis**. **Fantasy texture mastery**: **flowing fabric with elegant drape, jewelry with warm gleam, skin with appealing smoothness, fantasy elements with warm integration**. **TSR gaming surface quality** throughout. **Detail hierarchy:** **Character beauty** receives **maximum appealing attention** with **warm elegance emphasis**, **fantasy clothing** rendered with **elegant detail** and **appealing design**, **environmental elements** showing **atmospheric warm mastery**, **gaming cover impact** prioritized for **character attraction**. **Material simulation:** **Traditional oil painting techniques** with **warm lighting mastery** and **appealing surface treatment**. **Warm surface effects**: **appealing skin modeling, elegant fabric flow, jewelry warm gleam, atmospheric golden lighting** all with **character sophistication**. **Pose Anchors:** contrapposto stance with **appealing character positioning**. **Scale Hierarchy Anchor:** appealing proportions with **character beauty emphasis**. **Material Authenticity Anchor:** authentic warm oil painting techniques with appealing characteristics. **Period Consistency Anchor:** all elements coherent to TSR warm fantasy gaming tradition. **Canvas Adaptation Anchor:** Warm fantasy composition extends naturally within 2:3 ratio with character appeal emphasis and TSR gaming excellence.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Warm fantasy styling** with **elegant beauty** and **fantasy appeal emphasis**, **flowing fantasy gowns** with **elegant design** and **appealing presentation**, **fantasy jewelry** with **warm sophistication**, ornament scale **3-4** (appealing jewelry, elegant accessories, fantasy beauty elements); hair & makeup scale **2-3** (warm styling with **elegant beauty emphasis**); **elegant fantasy footwear** with **appealing design**.
+- **Adults (male-presenting):** **Heroic fantasy styling** with **rugged masculine appeal**, **practical fantasy armor** with **warrior functionality** and **heroic design**, **fantasy clothing** showing **adventurous character** and **masculine strength**; accessories **2-3** pieces (heroic weapons, adventure gear, fantasy artifacts); **heroic warrior aesthetic** with **masculine appeal** and **warm coloring**.
+- **Fabric behavior:** **Warm fantasy fabric physics** with **appealing drape** and **elegant movement** showing **atmospheric interaction** and **warm environmental integration**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through warm fantasy palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [elegant sword with warm design, appealing jewelry, fantasy crown, magical gem with warm glow, elegant staff]
+  occasional: [fantasy dragon companion, magical mirror, elegant armor piece, romantic flower, heroic weapon]
+  rare: [legendary appealing artifact, elegant magical weapon, fantasy treasure, warm fantasy symbol]
+  micro: [elegant gem, appealing charm, fantasy detail, warm beauty accent]
+  exclusions:
+    - "no harsh or aggressive items inappropriate to warm fantasy appeal"
+    - "no crude weapons that break elegant sophistication"
+    - "no cold or threatening elements that eliminate warm character appeal"
+  dependencies:
+    - "fantasy items require elegant design and warm appeal integration"
+    - "character elements must support appealing beauty presentation"
+    - "all props must show warm fantasy sophistication"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "harsh warrior imagery", "cold realistic rendering", "aggressive character presentation", "romance novel cover male aesthetics"; **NO harsh lighting that eliminates warm fantasy atmosphere**; **NO cold elements that break warm appeal**; **NO overly romantic male poses that create romance novel cover appearance**; **NO aggressive poses that lack character appeal**. **✓ Canvas Positives:** "exactly 2:3", "warm fantasy appeal"; **Character beauty** with **warm sophistication**; **Golden atmospheric lighting** with **warm color emphasis**; **Fantasy appeal settings** with **warm environmental integration**; **TSR gaming excellence** with **character appeal emphasis**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 TSR Cover:** Character appeal with warm environmental support and gaming cover impact, vertical emphasis with appealing subject dominance ≥70%
+
+**Staging:** Subjects positioned within **warm fantasy scenarios** showing **character beauty** and **appealing presentation** in **sophisticated warm environments**. **Camera/perspective:** **Warm fantasy angles** supporting **character appeal** and **beauty presentation**. **Background density:** **Warm fantasy environments** with **golden atmospheric effects** and **sophisticated environmental quality**. **Figure:ground:** 70% appealing character, 30% environmental context. **Lighting logic:** warm golden fantasy lighting with appealing atmospheric impact. **Detail:negative space ratio:** optimized for 2:3 character appeal format. **Surface Context Anchor:** TSR gaming illustration surface appropriate to warm fantasy. **Ratio Enforcement Anchor:** Warm fantasy environments extend naturally within 2:3 ratio while maintaining character appeal focus and warm sophistication.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for TSR gaming cover tradition; **allow embedded text** for **gaming cover purposes**.
+
+**Ratio-Appropriate Zones:** Gaming composition optimized for 2:3 aspect ratio with **TSR cover text integration**
+
+**Copy limits:** ≤4 words/line for **gaming titles**, ≤5 coverlines positioned within **warm composition**
+
+**Font recommendation:** **Closest Google Font: Cinzel (fantasy gaming analog, 80%). Better: Warm fantasy fonts appropriate to TSR gaming tradition.**
+
+**Format-Specific Text Rules:**
+
+- **Gaming cover mode:** mandatory text integration, game > supplement hierarchy, warm fantasy typography
+
+**Historical accuracy:** fonts must support TSR gaming tradition without breaking warm fantasy appeal.
+
+------
diff --git a/styles/fantasy_illustration/don_maitz_maritime_realism.md b/styles/fantasy_illustration/don_maitz_maritime_realism.md
new file mode 100644
index 0000000..1fde763
--- /dev/null
+++ b/styles/fantasy_illustration/don_maitz_maritime_realism.md
@@ -0,0 +1,114 @@
+---
+id: don_maitz_maritime_realism
+group: Fantasy Illustration
+movement: Maritime Adventure Illustration
+artist: Don Maitz
+display_name: Don Maitz — Narrative Maritime Realism
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Maitz paints book covers, portrait plates, and widescreen seascapes—stick to
+  2:3, 3:4, or 16:9 to match those adventure formats.
+modes:
+  - Adventure Portrait
+  - Maritime Scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Don Maitz marries romantic oil technique with salt-stained
+  authenticity—rigging diagrams, plein-air skies, and swaggering privateers. His
+  canvas feels like a historical novel mid-climax. We keep that seaworthy
+  realism while rotating in new crews, ports, and treasure myths.
+hero_image: null
+---
+
+## Don Maitz Style - Narrative Realism Maritime Adventures
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 book cover format** or **3:4 classical portrait** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject in **Don Maitz's narrative realism** style for **exact format specification**." **Likeness (style-first):** Identity via **heroic silhouette/adventurous gesture/confident determined expression**; integrate into **traditional oil painting** medium emphasizing **maritime authenticity** and **historical adventure**. **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Maitz's narrative realism overrides fantasy clichés, prioritizing **authentic historical detail** and **plausible adventure scenarios**. **Gender respect:** Honor presented gender while maintaining Maitz's **heroic adventure proportions** and **confident character design**. **IP guardrail:** Archetypes only; no direct Captain Morgan references or copyrighted characters. **Mode Selector:** Choose [Adventure Portrait] or [Maritime Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (book cover adventure format)
+- **3:4** (classical portrait emphasis)
+- **16:9** (panoramic maritime scene)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with narrative environmental expansion
+- **Spatial Allocation:** Subject positioned for heroic adventure impact (confident positioning within plausible historical setting)
+- **Background Treatment:** Extend authentic maritime or adventure environments (ships, tropical islands, historical architecture) with plein air landscape accuracy
+- **Format Justification:** Maitz's narrative illustration tradition supports any ratio through environmental storytelling while maintaining character heroism and historical authenticity
+## 3) Style Context & Material Authenticity
+
+Don Maitz's distinguished approach (1975-present) represents **"fantastic realism"** through **traditional oil painting techniques** combined with **maritime authenticity** and **adventure narrative**. Production method emphasizes **classical oil painting methods** with **centuries-old techniques**, **plein air landscape observation**, **historical research accuracy**, and **narrative illustration principles**. Purpose focuses on **adventure storytelling** through **heroic character presentation** and **authentic environmental integration**. Hallmark motifs include **pirate and maritime adventures**, **authentic sailing vessels with rigging accuracy**, **tropical island landscapes**, **classical figure painting proportions**, **swashbuckling adventure scenarios**, and **plein air atmospheric effects**. Period framing encompasses **historical maritime settings** with **adventure romance elements** creating **authentic adventure fantasy**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Classical painting line work** with **traditional brush control** ranging **0.5-1.5 pt** for **form definition** and **atmospheric edge work**; **no hard outline dependency** - forms defined through **color temperature** and **value relationships**. **Traditional drawing foundation** with **accurate anatomical proportions**. **Color:** **Classical oil painting palette** at **65-80% saturation** with **authentic color relationships** and **plein air atmospheric perspective**. **Maritime colors**: **ocean blues (#1e40af, #0369a1)**, **tropical turquoise (#06b6d4)**, **sunset golds (#f59e0b)**, **authentic wood browns (#92400e)**. **Temperature-based modeling** with **warm lights** and **cool shadows**. **Texture:** **Traditional oil painting surface** with **visible brush work** and **classical painting techniques**. **Maritime texture accuracy**: **rope and rigging detail**, **weathered wood grain**, **fabric drape physics**, **ocean wave patterns**. **Atmospheric perspective** through **color temperature shifts**. **Detail hierarchy:** **Character faces** receive **portrait-quality attention** with **classical proportions**, **maritime gear** rendered with **historical accuracy**, **environmental elements** showing **plein air observation** and **authentic detail**, **atmospheric integration** where **characters belong naturally** in their **adventure settings**. **Material simulation:** **Traditional oil painting techniques** with **classical color mixing** and **brush economy**. **Authentic texture rendering**: **metal, fabric, wood, water** with **historical accuracy**. **Atmospheric effects** through **traditional glazing** and **scumbling techniques**. **Canvas Adaptation Anchor:** Classical narrative composition extends naturally within declared aspect ratio with authentic adventure environmental integration. **Renderer mapping hint:** Set stylization to 65-75%, chaos to 10-20%, CFG scale 8-11 for **classical realism** with **adventure authenticity**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Period-accurate adventure clothing** with **practical maritime styling**, **authentic fabric choices** for **historical periods**, **functional adventure wear** including **riding boots, practical skirts, fitted bodices**, ornament scale **1-2** (period jewelry, adventure accessories); hair & makeup scale **1** (period-appropriate natural styling); **practical adventure footwear** with **historical accuracy**.
+- **Adults (male-presenting):** **Authentic maritime clothing** with **period-accurate tailoring**, **pirate or naval styling** with **historical foundation**, **practical adventure gear** including **boots, breeches, shirts, vests**; accessories **1-2** pieces (period weapons, nautical gear); **swashbuckling adventure aesthetic** with **historical authenticity**.
+- **Youth (girls/boys):** **Period-appropriate children's clothing** with **adventure practicality** and **historical accuracy**; **age-appropriate adventure accessories**; **practical footwear** for **maritime settings**.
+- **Fabric behavior:** **Authentic historical fabric physics** with **period-accurate materials** and **environmental interaction** showing **wind, salt air, and adventure wear patterns**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [cutlass sword, spyglass, treasure map, rope coil, ship's compass]
+  occasional: [flintlock pistol, nautical astrolabe, treasure chest, maritime lantern]
+  rare: [captain's tricorn hat, naval telescope, ship's wheel, treasure medallion]
+  micro: [nautical knot, coin, shell, small maritime tool]
+  exclusions:
+    - "no fantasy elements inappropriate to historical adventure"
+    - "no modern items breaking period authenticity"
+  dependencies:
+    - "maritime items require historical accuracy and functional design"
+    - "adventure props must support narrative storytelling"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original aspect ratio", "fantasy clichés without historical foundation", "generic pirate stereotypes"; **NO fantasy elements that break historical plausibility**; **NO costume designs that prioritize fantasy over authentic adventure**; **NO environmental elements that feel artificially fantastic**. **✓ Canvas Positives:** "exactly [declared ratio]", "authentic adventure narrative"; **Classical oil painting techniques** with **traditional surface quality**; **Authentic maritime environments** with **plein air landscape accuracy**; **Heroic adventure character presentation** with **historical foundation**; **Narrative illustration storytelling**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Book Cover:** Adventure character prominence with narrative environmental support and space for title placement
+- **For 3:4 Classical:** Portrait emphasis with authentic adventure context and classical composition principles
+- **For 16:9 Maritime:** Panoramic adventure scene with authentic maritime environments and heroic character integration
+
+**Staging:** Subjects positioned within **authentic adventure scenarios** showing **heroic competence** and **environmental mastery** in **historically plausible settings**. **Camera/perspective:** **Classical painting viewpoints** supporting **narrative clarity** and **heroic character presentation**. **Background density:** **Detailed maritime environments** with **plein air landscape accuracy** and **historical authenticity** supporting **adventure narrative**. **Surface Context Anchor:** Traditional oil painting surface appropriate to classical adventure illustration **Ratio Enforcement Anchor:** Adventure narrative environments extend authentically within declared ratio while maintaining character heroism and historical plausibility.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for book cover illustration tradition; **allow embedded text** for **narrative illustration purposes**.
+
+**Ratio-Appropriate Zones:** Adventure composition optimized for declared aspect ratio with **title placement consideration**
+
+**Copy limits:** ≤4 words/line for **adventure titles**, ≤5 coverlines positioned strategically within composition
+
+**Font recommendation:** **Closest Google Font: Cinzel (classical inscription analog, 80%). Better: Trajan Pro or classical inscription fonts appropriate to adventure themes.**
+
+**Format-Specific Text Rules:**
+
+- **Book cover mode:** mandatory text integration, author > title hierarchy, adventure theme typography
+- **Classical portrait mode:** omit text entirely for pure artistic presentation
+- **Maritime scene mode:** optional adventure theme text integration
+
+**Historical accuracy:** fonts must support adventure narrative without breaking historical plausibility.
+
+------
diff --git a/styles/fantasy_illustration/donato_giancola_classical_realism.md b/styles/fantasy_illustration/donato_giancola_classical_realism.md
new file mode 100644
index 0000000..bb4c2f9
--- /dev/null
+++ b/styles/fantasy_illustration/donato_giancola_classical_realism.md
@@ -0,0 +1,106 @@
+---
+id: donato_giancola_classical_realism
+group: Fantasy Illustration
+movement: Classical Narrative Fantasy
+artist: Donato Giancola
+display_name: Donato Giancola — Classical Narrative Realism
+style_scope: single-artist
+ratios:
+  - '3:4'
+ratios_status: provisional
+ratios_notes: |
+  Giancola frames most gallery pieces on 3:4 panels that echo Old Master easels.
+modes:
+  - Classical Narrative
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Donato Giancola pulls Tolkien legends through a Renaissance lens—layered oil
+  glazes, life-cast armor, and Caravaggio lighting. The results feel canonical.
+  MuseoMorph continues that museum-ready storytelling with fresh mythic tableaus
+  and bespoke props.
+hero_image: null
+---
+
+# Donato Giancola Style - Classical Narrative Realism
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 classical narrative** - ignore source image dimensions completely. **CRITICAL ACADEMIC PAINTING DOMINANCE:** Donato Giancola's museum-quality academic realism overrides ALL simplified illustration, amateur painting, and non-classical approaches. **COMPLETE ACADEMIC PAINTING MASTERY WITH NARRATIVE SOPHISTICATION REQUIRED.** **Redraw command:** "Transform subject into authentic **Donato Giancola academic narrative realism** for **exact 3:4 format specification** - NOT simplified illustration, amateur painting, or non-academic rendering." **Anti-Amateur Priority:** **NO simplified illustration techniques, amateur painting approaches, or non-academic rendering that eliminates classical mastery and narrative sophistication.** **Completely redraw emphasizing academic painting excellence and sophisticated narrative integration.** **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `contrapposto` **Canvas Control Flag:** `adaptive-extend` **Academic Medium Enforcement:** **Subject must exhibit museum-quality academic painting with sophisticated narrative integration, not illustration or amateur aesthetic.** **Mode Selector:** [Classical Narrative] for sophisticated storytelling focus.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **3:4** (classical narrative portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with classical narrative expansion
+- **Spatial Allocation:** Subject positioned for maximum narrative impact (classical composition with sophisticated storytelling emphasis)
+- **Background Treatment:** Extend sophisticated narrative environments (historical settings, mythological landscapes, classical architecture) with museum-quality atmospheric depth
+- **Format Justification:** Giancola's classical narrative philosophy requires 3:4 format supporting both intimate character focus and expansive environmental scope with academic painting precision
+## 3) Style Context & Material Authenticity
+
+Donato Giancola's distinguished approach (1993-present) represents **"academic narrative realism"** through **classical painting mastery** applied to **fantasy and science fiction subjects**. Production method emphasizes **academic painting foundation** with **Vincent Desiderio mentorship**, **museum study integration**, **classical technique mastery**, and **sophisticated narrative illustration excellence**. Purpose focuses on **sophisticated storytelling** through **museum-quality artistry** and **academic narrative integration**. Hallmark motifs include **academic figure painting with classical proportions**, **sophisticated historical costume research accuracy**, **museum-quality surface treatment with atmospheric depth**, **narrative composition mastery with storytelling sophistication**, **atmospheric perspective excellence**, and **classical art museum integration with fantasy themes**. Period framing encompasses **timeless classical settings** with **academic painting sophistication** creating **museum-quality narrative art**. **Tone Tag:** Academic narrative sophistication.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Academic painting line work** with **classical drawing foundation** where **forms defined through sophisticated academic modeling** rather than **outline dependency**; **museum-quality drawing precision** at **academic standards** with **narrative sophistication emphasis**. **Classical anatomical accuracy** with **academic proportional systems** and **narrative character integration**. **Color:** **Academic painting palette** at **75-90% saturation** with **sophisticated color relationships** and **atmospheric color theory mastery**. **Giancola signature academic approach**: **warm earth tones (#8b4513, #a0522d)**, **classical flesh tones with academic precision (#fdbcb4, #f8ad9d)**, **atmospheric blues with narrative depth (#4682b4, #5f9ea0)**, **rich historical colors (#166534, #7f1d1d)**. **Classical color temperature modeling** with **academic color theory application** and **narrative atmospheric integration**. **Texture:** **Museum-quality surface treatment** with **academic painting techniques** and **sophisticated narrative atmospheric effects**. **Academic texture mastery**: **fabric drape accuracy with historical research, skin surface sophistication with classical modeling, architectural detail precision with narrative integration, atmospheric perspective excellence with storytelling depth**. **Classical painting surface quality** with **narrative sophistication** throughout. **Detail hierarchy:** **Academic figure painting** receives **museum-quality portrait precision** with **sophisticated narrative character integration**, **historical elements** rendered with **museum-quality research accuracy**, **environmental elements** showing **classical landscape mastery** and **atmospheric narrative sophistication**, **storytelling integration** prioritized for **academic narrative excellence**. **Material simulation:** **Academic oil painting techniques** with **classical foundation** and **sophisticated narrative illustration integration**. **Museum-quality surface rendering**: **classical fabric with historical accuracy, historical metal with narrative authenticity, architectural stone with academic precision, atmospheric effects with storytelling sophistication** all with **academic excellence**. **Pose Anchors:** contrapposto stance with **classical narrative emphasis**. **Scale Hierarchy Anchor:** academic proportions with **narrative character development emphasis**. **Material Authenticity Anchor:** authentic academic painting techniques with sophisticated narrative characteristics. **Period Consistency Anchor:** all elements coherent to classical academic painting tradition with narrative sophistication. **Canvas Adaptation Anchor:** Academic narrative composition extends naturally within 3:4 ratio with classical precision and sophisticated storytelling integration.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Academic historical styling** with **research accuracy** and **narrative character development**, **period costume precision** with **museum-quality detail** and **historical foundation**, **sophisticated classical clothing** showing **narrative purpose** and **academic authenticity**, ornament scale **2-3** (historical jewelry with research accuracy, classical accessories with narrative purpose, academic elements); hair & makeup scale **1-2** (classical styling with **historical research accuracy**); **period-accurate footwear** with **academic historical authenticity**.
+- **Adults (male-presenting):** **Academic historical costume** with **research precision** and **narrative character integration**, **sophisticated period styling** with **museum-quality detail** and **classical foundation**, **historical accuracy** supporting **sophisticated narrative development**; accessories **2-3** pieces (historical weapons with research accuracy, classical items with narrative purpose, academic artifacts); **classical character aesthetic** with **academic foundation** and **narrative sophistication**.
+- **Fabric behavior:** **Academic fabric physics** with **classical accuracy** and **historical authenticity** showing **period-appropriate drape** and **narrative environmental interaction**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through classical academic palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [classical weapon with historical accuracy, historical artifact with research precision, narrative object with storytelling purpose, period tool with academic detail, classical symbol with narrative meaning]
+  occasional: [historical manuscript with period accuracy, classical instrument with research detail, period jewelry with historical authenticity, narrative device with storytelling sophistication]
+  rare: [legendary historical item with academic research, classical masterwork with museum quality, narrative treasure with storytelling excellence, academic artifact with historical precision]
+  micro: [classical detail with academic accuracy, historical accent with research precision, narrative token with storytelling purpose, period element with classical authenticity]
+  exclusions:
+    - "no anachronistic items inappropriate to classical narrative sophistication"
+    - "no simplified objects that break academic precision and historical research"
+    - "no amateur elements that eliminate museum-quality surface treatment"
+  dependencies:
+    - "classical items require historical research accuracy and museum-quality rendering"
+    - "narrative elements must support sophisticated storytelling integration with academic excellence"
+    - "all props must show academic painting surface quality with narrative sophistication"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "simplified illustration techniques", "amateur painting approaches", "non-academic rendering", "flat surface treatment"; **NO illustration shortcuts that eliminate academic mastery**; **NO amateur techniques that break classical painting precision**; **NO simplified approaches that lack museum-quality surface treatment**; **NO flat rendering that eliminates atmospheric narrative sophistication**. **✓ Canvas Positives:** "exactly 3:4", "academic narrative mastery"; **Museum-quality painting techniques** with **academic precision**; **Classical figure painting** with **historical research accuracy**; **Sophisticated narrative integration** with **atmospheric storytelling mastery**; **Academic drawing foundation** with **narrative excellence**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 3:4 Classical:** Academic narrative portrait with sophisticated character development and classical environmental integration, vertical emphasis with narrative storytelling dominance ≥70%
+
+**Staging:** Subjects positioned within **sophisticated classical narrative scenarios** showing **academic character development** and **historical authenticity** in **museum-quality environments** with **academic composition principles** and **narrative storytelling sophistication**. **Camera/perspective:** **Classical painting viewpoints** supporting **narrative clarity** and **sophisticated character presentation** with **academic excellence**. **Background density:** **Museum-quality environments** with **classical atmospheric mastery** and **sophisticated narrative environmental integration**. **Figure:ground:** 70% narrative character, 30% environmental context. **Lighting logic:** classical academic lighting with narrative atmospheric depth. **Detail:negative space ratio:** optimized for 3:4 narrative focus format. **Surface Context Anchor:** Academic oil painting surface appropriate to sophisticated narrative realism. **Ratio Enforcement Anchor:** Classical narrative environments extend naturally within 3:4 ratio while maintaining academic precision and sophisticated storytelling integration.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for narrative illustration tradition; **allow embedded text** for **sophisticated storytelling purposes**.
+
+**Ratio-Appropriate Zones:** Classical composition optimized for 3:4 aspect ratio with **narrative text integration**
+
+**Copy limits:** ≤4 words/line for **classical titles**, ≤5 coverlines positioned within **sophisticated composition**
+
+**Font recommendation:** **Closest Google Font: Cinzel (classical inscription analog, 85%). Better: Trajan Pro or classical serif fonts appropriate to narrative sophistication.**
+
+**Format-Specific Text Rules:**
+
+- **Narrative cover mode:** mandatory sophisticated text integration, author > title hierarchy, classical typography
+
+**Historical accuracy:** fonts must support classical narrative sophistication without breaking academic artistic presentation.
+
+------
diff --git a/styles/fantasy_illustration/frank_frazetta_barbarian_power.md b/styles/fantasy_illustration/frank_frazetta_barbarian_power.md
new file mode 100644
index 0000000..9a6de68
--- /dev/null
+++ b/styles/fantasy_illustration/frank_frazetta_barbarian_power.md
@@ -0,0 +1,114 @@
+---
+id: frank_frazetta_barbarian_power
+group: Fantasy Illustration
+movement: Sword-and-Sorcery Pulp
+artist: Frank Frazetta
+display_name: Frank Frazetta — Barbarian Power
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Frazetta’s pulps stretch across 2:3 lurid covers, 3:4 gallery boards, and the
+  occasional 16:9 panorama.
+modes:
+  - Barbarian Power
+  - Savage Fantasy Scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Frank Frazetta sculpted muscle and mist with palette knives—charging steeds,
+  snarled hair, and volcanic backdrops. Each piece hits like a Heavy Metal
+  gatefold. We keep that sweaty ferocity while inventing fresh warlords, beasts,
+  and storm-lit citadels.
+hero_image: null
+---
+
+## Frank Frazetta Style - Enhanced Barbarian Fantasy v2
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 paperback cover** or **3:4 dramatic portrait** - ignore source image dimensions completely. **CRITICAL PRIMAL POWER DOMINANCE:** Frank Frazetta's quintessential barbarian fantasy with **hyper-muscular anatomy** and **dramatic chiaroscuro lighting** overrides ALL refined illustration, delicate rendering, and civilized character presentation. **COMPLETE PRIMAL SAVAGE TRANSFORMATION WITH EXPLOSIVE KINETIC ENERGY REQUIRED.** **Redraw command:** "Transform subject into authentic **Frank Frazetta hyper-muscular barbarian power** with **extreme light-dark contrast** and **gestural oil painting brushwork** for **exact format specification** - NOT refined illustration, clean digital rendering, or understated character design." **Anti-Refined Priority:** **NO clean digital techniques, even lighting, understated musculature, or refined rendering that eliminates explosive primal power and dramatic contrast.** **Completely redraw emphasizing hyper-muscular barbarian anatomy with extreme chiaroscuro and gestural painting confidence.** **Face-Treatment Flag:** `fresco-matte` **Pose Flag:** `power-stance` **Canvas Control Flag:** `adaptive-extend` **Primal Medium Enforcement:** **Subject must exhibit explosive kinetic energy with hyper-muscular definition and dramatic lighting contrasts, not clean or understated presentation.** **Mode Selector:** Choose [Barbarian Power] or [Savage Fantasy Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (paperback cover barbarian format)
+- **3:4** (dramatic savage portrait)
+- **16:9** (epic barbarian landscape)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with dramatic atmospheric expansion and swirling environmental effects
+- **Spatial Allocation:** Subject positioned for maximum explosive impact with dynamic diagonal emphasis and kinetic energy
+- **Background Treatment:** Extend dramatic fantasy atmospheres (swirling storm clouds, supernatural mists, volcanic landscapes, mystical energy effects) with extreme atmospheric perspective
+- **Format Justification:** Frazetta's paperback tradition requires explosive framing supporting hyper-muscular character dominance and dramatic environmental storytelling
+## 3) Style Context & Material Authenticity
+
+Frank Frazetta's revolutionary approach (1960s-2010) established **quintessential barbarian fantasy** through **explosive visual power** and **hyper-muscular anatomical mastery**. Production method emphasizes **gestural oil painting excellence** with **confident brush confidence**, **dramatic chiaroscuro mastery**, **kinetic energy capture**, and **anatomical exaggeration for heroic impact**. Purpose centers on **mythic storytelling** through **explosive action moments** and **larger-than-life primal scenes**. Hallmark motifs include **hyper-muscular barbaric warriors with exaggerated anatomy**, **explosive kinetic action poses**, **dramatic chiaroscuro lighting with deep shadows**, **swirling atmospheric effects**, **gestural oil painting brushwork**, **warm-dominant color temperature**, and **savage primeval energy**. Period framing encompasses **timeless barbarian mythology** with **explosive primal atmosphere** creating **quintessential sword-and-sorcery dynamism**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Gestural oil painting brushwork** with **confident explosive strokes** ranging **1.5-4.0 pt** based on **kinetic emphasis** and **anatomical definition**; **form-defining brush confidence** rather than **linear dependency**. **Hyper-muscular character anatomy** with **exaggerated barbarian proportions**. **Color:** **Warm-dominant dramatic palette** at **80-95% saturation** with **extreme chiaroscuro relationships** and **explosive atmospheric emphasis**. **Frazetta signature warm dominance**: **golden flesh tones (#daa520, #cd853f)**, **dramatic sunset oranges (#ff6347, #ff4500)**, **deep contrast purples (#4b0082, #663399)**, **atmospheric blues (#4682b4, #5f9ea0)**, **volcanic reds (#dc143c, #b22222)**. **Extreme chiaroscuro temperature contrast** with **warm light, cool shadow mastery**. **Texture:** **Gestural oil painting surface** with **visible brush confidence** and **explosive texture emphasis**. **Kinetic texture mastery**: **hyper-muscular definition with anatomical exaggeration, dramatic fabric with movement emphasis, weapon surfaces with battle energy, atmospheric elements with swirling dynamic integration**. **Paperback cover energy impact** throughout. **Detail hierarchy:** **Hyper-muscular character anatomy** receives **maximum explosive attention** with **exaggerated proportion emphasis**, **fantasy weapons** rendered with **kinetic functionality** and **dramatic detail**, **environmental elements** showing **swirling atmospheric mastery**, **explosive moment impact** prioritized for **kinetic storytelling**. **Material simulation:** **Gestural oil painting techniques** with **brush confidence mastery** and **kinetic surface treatment**. **Explosive surface effects**: **hyper-muscular definition, swirling atmospheric textures, dramatic lighting integration, kinetic energy capture** all with **barbarian dynamism**. **Atmospheric Requirements:** **Swirling clouds, supernatural mists, dust effects, or energy phenomena** creating **dynamic environmental movement**. **Canvas Adaptation Anchor:** Explosive barbarian composition extends naturally within declared aspect ratio with kinetic power emphasis and dramatic atmospheric presentation. **Renderer mapping hint:** Set stylization to 80-90%, chaos to 25-35%, CFG scale 12-16 for **explosive power** with **dramatic atmospheric effects**. **Critical anatomy enforcement:** Characters must display hyper-muscular definition with exaggerated proportions. **Critical lighting enforcement:** Extreme light-dark contrast with warm highlights and cool deep shadows. **Critical brushwork enforcement:** Visible gestural oil painting texture throughout composition.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Barbarian heroine styling** with **minimal practical coverage** and **kinetic movement emphasis**, **functional primitive armor** with **dramatic design** and **explosive energy integration**, **flowing primitive clothing** showing **kinetic design** and **atmospheric interaction**, ornament scale **1-2** (primitive jewelry with dramatic impact, barbarian accessories with kinetic emphasis); hair & makeup scale **1** (natural flowing styling with **kinetic movement** for **atmospheric interaction**); **practical barbarian footwear** with **kinetic functionality**.
+- **Adults (male-presenting):** **Hyper-muscular barbarian styling** with **anatomical showcase emphasis**, **minimal armor design** showcasing **exaggerated musculature** and **kinetic strength**; accessories **1-2** pieces (massive primitive weapons, dramatic barbarian gear); **explosive warrior aesthetic** with **kinetic sophistication**.
+- **Youth (girls/boys):** **Age-appropriate barbarian styling** with **heroic elements** and **adventure design**; **appropriate primitive accessories** supporting **character development**; **practical footwear** for **barbarian adventures**.
+- **Fabric behavior:** **Dynamic barbarian fabric physics** with **kinetic drape** and **atmospheric interaction** showing **environmental energy** and **explosive movement integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [massive broadsword, primitive battle axe, barbarian war spear, dramatic bow, kinetic shield]
+  occasional: [exotic fantasy weapon, savage mount, primitive armor piece, dramatic tool]
+  rare: [legendary barbarian weapon, explosive artifact, kinetic treasure, mythic blade]
+  micro: [barbarian ornament, primitive charm, kinetic detail, atmospheric accent]
+  exclusions:
+    - "no civilized items inappropriate to explosive barbarian energy"
+    - "no refined objects that break primitive kinetic authenticity"
+  dependencies:
+    - "barbarian items require primitive design and explosive functionality integration"
+    - "kinetic elements must support explosive power and barbarian dynamism"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "clean digital rendering", "even lighting", "understated musculature", "refined brushwork", "static atmospheric effects"; **NO clean surfaces that eliminate gestural painting foundation**; **NO even lighting that lacks dramatic chiaroscuro**; **NO understated anatomy that lacks hyper-muscular exaggeration**; **NO static backgrounds that lack atmospheric dynamism**. **✓ Canvas Positives:** "exactly [declared ratio]", "hyper-muscular barbarian anatomy", "extreme chiaroscuro lighting", "gestural oil painting brushwork", "explosive kinetic energy"; **Dramatic light-dark contrast** with **warm highlight, cool shadow mastery**; **Hyper-muscular character definition** with **anatomical exaggeration**; **Swirling atmospheric effects** with **kinetic environmental movement**; **Gestural brush confidence** with **explosive surface energy**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Paperback:** Explosive barbarian character dominance with dramatic atmospheric support and kinetic cover impact
+- **For 3:4 Dramatic Portrait:** Kinetic focus with Frazetta's hyper-muscular treatment and swirling atmospheric context
+- **For 16:9 Epic Landscape:** Barbarian panorama with explosive environmental integration and dramatic atmospheric mastery
+
+**Staging:** Subjects positioned within **explosive barbarian scenarios** showing **kinetic power** and **hyper-muscular capability** in **dramatic mythic environments**. **Camera/perspective:** **Explosive kinetic angles** supporting **hyper-muscular character dominance** and **dramatic atmospheric excellence**. **Background density:** **Dynamic fantasy atmospheres** with **swirling atmospheric effects**, **supernatural environmental energy**, and **explosive atmospheric quality**. **Atmospheric Requirements:** **Mandatory swirling clouds, supernatural mists, dust storms, volcanic effects, or mystical energy phenomena** creating **constant environmental movement and drama**. **Environmental Layers:** **Multiple atmospheric depth planes with kinetic effects**, **dramatic color temperature transitions**, **swirling environmental elements**, **explosive lighting phenomena**. **Surface Context Anchor:** Gestural oil painting surface with visible brush confidence appropriate to explosive barbarian fantasy **Ratio Enforcement Anchor:** Dynamic atmospheric environments extend naturally within declared ratio while maintaining explosive character focus and kinetic barbarian excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for paperback cover tradition; **allow embedded text** for **barbarian fantasy cover purposes**.
+
+**Ratio-Appropriate Zones:** Explosive barbarian composition optimized for declared aspect ratio with **dramatic cover text integration**
+
+**Copy limits:** ≤3 words/line for **barbarian titles**, ≤4 coverlines positioned within **kinetic composition**
+
+**Font recommendation:** **Closest Google Font: Metal Mania (barbarian fantasy analog, 80%). Better: Explosive fantasy fonts appropriate to kinetic barbarian excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Paperback cover mode:** mandatory text integration, title > author hierarchy, barbarian fantasy typography with dramatic impact
+- **Epic scene mode:** optional explosive title integration
+- **Portfolio mode:** omit text for pure kinetic artistic presentation
+
+**Historical accuracy:** fonts must support barbarian fantasy tradition without breaking explosive kinetic authenticity.
+
+------
diff --git a/styles/fantasy_illustration/jeff_easley_dynamic_action.md b/styles/fantasy_illustration/jeff_easley_dynamic_action.md
new file mode 100644
index 0000000..8e78a0c
--- /dev/null
+++ b/styles/fantasy_illustration/jeff_easley_dynamic_action.md
@@ -0,0 +1,107 @@
+---
+id: jeff_easley_dynamic_action
+group: Fantasy Illustration
+movement: High-Energy TSR Illustration
+artist: Jeff Easley
+display_name: Jeff Easley — Dynamic Gaming Action
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Easley’s kinetic covers lean on vertical 2:3 so spell arcs and weapon trails
+  read at module scale.
+modes:
+  - Atmospheric Action
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Jeff Easley blows wind through every cape—thunderbolt dragons, lightning
+  logos, and heroes braced mid-swing. His oil surfaces crackle with TSR-era
+  drama. MuseoMorph keeps that stormy choreography alive with new villains,
+  spell effects, and crumbling set pieces.
+hero_image: null
+---
+
+# Jeff Easley Style - Dynamic Gaming Action
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 gaming action format** - ignore source image dimensions completely. **CRITICAL ATMOSPHERIC ACTION DOMINANCE:** Jeff Easley's moody fluid gaming art overrides ALL static poses, bright cheerful imagery, and passive character presentation. **COMPLETE ATMOSPHERIC GAMING TRANSFORMATION WITH DYNAMIC MOVEMENT REQUIRED.** **Redraw command:** "Transform subject into authentic **Jeff Easley atmospheric gaming action** for **exact 2:3 format specification** - NOT static poses, bright imagery, or passive character design." **Anti-Static Priority:** **NO static character poses, bright cheerful colors, or passive presentation that eliminates atmospheric gaming movement.** **Completely redraw emphasizing atmospheric action movement and moody gaming excellence.** **Face-Treatment Flag:** `brush-wash` **Pose Flag:** `foreshortened-diagonal` **Canvas Control Flag:** `strict-reframe` **Atmospheric Dynamic Medium Enforcement:** **Subject must exhibit atmospheric action movement with moody environmental integration, not static or bright presentation.** **Mode Selector:** [Atmospheric Action] for dynamic movement focus.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (gaming action cover format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with atmospheric action emphasis
+- **Spatial Allocation:** Subject positioned for maximum action impact (dramatic diagonal positioning with atmospheric movement emphasis)
+- **Background Treatment:** Extend moody gaming environments (dungeons, battlefields, atmospheric landscapes) with dynamic depth and atmospheric action support
+- **Format Justification:** Easley's TSR gaming tradition requires dynamic framing supporting atmospheric action movement and moody environmental gaming presentation
+## 3) Style Context & Material Authenticity
+
+Jeff Easley's influential approach (1982-present) established **atmospheric gaming action aesthetics** through **moody fluid artistry** and **environmental atmospheric excellence**. Production method emphasizes **traditional media mastery** with **acrylic and watercolor integration**, **atmospheric environmental development**, **TSR gaming collaboration**, and **fluid character action excellence**. Purpose focuses on **atmospheric gaming adventure storytelling** through **dynamic character movement** and **moody environmental atmospheric integration**. Hallmark motifs include **atmospheric action poses with diagonal movement emphasis**, **moody environmental lighting effects**, **fluid gaming adventure scenarios**, **gestural character movement**, **atmospheric dungeon and battlefield settings**, and **TSR atmospheric gaming aesthetic mastery**. Period framing encompasses **1980s gaming revolution** with **atmospheric action adventure sophistication** creating **moody dynamic gaming art**. **Tone Tag:** Atmospheric gaming action.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Atmospheric action line work** with **fluid gestural movement emphasis** ranging **0.8-2.2 pt** based on **atmospheric action intensity** and **environmental depth**; **gestural drawing foundation** with **atmospheric movement capture excellence**. **Fluid character definition** with **atmospheric action flow emphasis**. **Color:** **Moody atmospheric gaming palette** at **85-95% saturation** with **dramatic environmental color relationships** and **atmospheric gaming adventure emphasis**. **Easley signature atmospheric colors**: **moody dungeon oranges (#ea580c, #f97316)**, **atmospheric flame reds (#dc2626, #ef4444)**, **environmental blues (#1e40af, #2563eb)**, **dynamic atmospheric purples (#6b21a8, #7c3aed)**. **Atmospheric color temperature** with **moody environmental lighting integration**. **Texture:** **Fluid atmospheric painting surface** with **dynamic texture variation** and **environmental atmospheric effects integration**. **Atmospheric gaming texture mastery**: **armor with environmental wear, weapons with atmospheric emphasis, environmental depth with moody integration, character movement with fluid atmospheric blending**. **TSR atmospheric gaming surface quality** throughout. **Detail hierarchy:** **Atmospheric action movement** receives **maximum dynamic attention** with **fluid gestural emphasis**, **gaming equipment** rendered with **environmental functionality** and **atmospheric integration**, **environmental elements** showing **moody atmospheric mastery**, **gaming cover impact** prioritized for **atmospheric action attraction**. **Material simulation:** **Traditional media techniques** with **atmospheric mastery** and **fluid action integration**. **Atmospheric surface effects**: **movement atmospheric blur, environmental perspective, action emphasis, moody lighting integration** all with **atmospheric gaming sophistication**. **Pose Anchors:** foreshortened diagonal stance with **atmospheric action emphasis**. **Scale Hierarchy Anchor:** dynamic proportions with **atmospheric movement emphasis**. **Material Authenticity Anchor:** authentic traditional media techniques with atmospheric gaming characteristics. **Period Consistency Anchor:** all elements coherent to TSR atmospheric gaming tradition. **Canvas Adaptation Anchor:** Atmospheric gaming composition extends naturally within 2:3 ratio with action movement emphasis and environmental atmospheric gaming excellence.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Atmospheric gaming styling** with **action readiness** and **environmental integration**, **practical gaming armor** with **movement functionality** and **atmospheric design**, **gaming adventure clothing** showing **action capability** and **environmental durability**, ornament scale **1-2** (functional accessories, atmospheric gaming gear, action elements); hair & makeup scale **1** (practical styling for **atmospheric action**); **action-ready footwear** with **atmospheric gaming functionality**.
+- **Adults (male-presenting):** **Atmospheric gaming warrior styling** with **dynamic action emphasis**, **battle-tested armor** with **environmental design** and **atmospheric wear patterns**; accessories **2-3** pieces (atmospheric gaming weapons, action gear, environmental battle equipment); **atmospheric gaming warrior aesthetic** with **environmental sophistication**.
+- **Fabric behavior:** **Atmospheric gaming fabric physics** with **action movement** and **environmental interaction** showing **atmospheric conditions** and **environmental integration**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through atmospheric gaming palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [atmospheric gaming weapon, action shield, adventure pack, environmental tool, atmospheric torch]
+  occasional: [magical atmospheric item, dungeon equipment, environmental standard, action rope]
+  rare: [legendary atmospheric weapon, epic environmental gear, atmospheric artifact, action treasure]
+  micro: [gaming dice, atmospheric charm, action detail, environmental accent]
+  exclusions:
+    - "no decorative items inappropriate to atmospheric gaming action"
+    - "no passive objects that break dynamic atmospheric movement emphasis"
+    - "no bright items that eliminate moody atmospheric integration"
+  dependencies:
+    - "gaming items require functional design and atmospheric action capability integration"
+    - "environmental elements must support dynamic movement and atmospheric gaming"
+    - "all props must show atmospheric gaming sophistication"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "static character poses", "bright cheerful imagery", "passive presentation", "portrait-style composition"; **NO static positioning that eliminates atmospheric action**; **NO bright colors that break moody atmospheric integration**; **NO passive poses that lack atmospheric gaming adventure emphasis**; **NO portrait compositions that eliminate dynamic environmental integration**. **✓ Canvas Positives:** "exactly 2:3", "atmospheric gaming action"; **Fluid atmospheric movement** with **action emphasis**; **Moody environmental lighting** with **atmospheric gaming adventure integration**; **Dynamic diagonal character poses** with **atmospheric movement capability**; **TSR atmospheric gaming excellence** with **environmental sophistication**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Gaming Action:** Character atmospheric movement with environmental support and gaming cover impact, vertical emphasis with atmospheric action dominance ≥70%
+
+**Staging:** Subjects positioned within **atmospheric gaming scenarios** showing **action capability** and **environmental adventure** in **moody atmospheric gaming environments**. **Camera/perspective:** **Atmospheric action angles** supporting **movement emphasis** and **environmental presentation**. **Background density:** **Atmospheric gaming environments** with **moody lighting effects** and **dynamic environmental integration**. **Figure:ground:** 70% atmospheric action, 30% environmental context. **Lighting logic:** atmospheric gaming lighting with moody environmental impact. **Detail:negative space ratio:** optimized for 2:3 atmospheric action format. **Surface Context Anchor:** TSR atmospheric gaming illustration surface appropriate to dynamic action adventure. **Ratio Enforcement Anchor:** Atmospheric gaming environments extend naturally within 2:3 ratio while maintaining dynamic action focus and environmental atmospheric gaming excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for TSR gaming cover tradition; **allow embedded text** for **gaming cover purposes**.
+
+**Ratio-Appropriate Zones:** Gaming composition optimized for 2:3 aspect ratio with **atmospheric cover text integration**
+
+**Copy limits:** ≤4 words/line for **gaming titles**, ≤5 coverlines positioned within **atmospheric composition**
+
+**Font recommendation:** **Closest Google Font: Cinzel (gaming fantasy analog, 80%). Better: Atmospheric gaming fonts appropriate to TSR action adventure tradition.**
+
+**Format-Specific Text Rules:**
+
+- **Gaming cover mode:** mandatory text integration, game > adventure hierarchy, atmospheric gaming typography
+
+**Historical accuracy:** fonts must support TSR gaming tradition without breaking atmospheric action atmosphere.
+
+------
diff --git a/styles/fantasy_illustration/jim_roslof_classic_dd_foundation.md b/styles/fantasy_illustration/jim_roslof_classic_dd_foundation.md
new file mode 100644
index 0000000..81b4327
--- /dev/null
+++ b/styles/fantasy_illustration/jim_roslof_classic_dd_foundation.md
@@ -0,0 +1,114 @@
+---
+id: jim_roslof_classic_dd_foundation
+group: Fantasy Illustration
+movement: Classic D&D Module Illustration
+artist: Jim Roslof
+display_name: Jim Roslof — Classic D&D Foundation
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '17:22'
+ratios_status: provisional
+ratios_notes: >
+  Roslof bounced between 2:3 covers, 3:4 interiors, and 8.5×11 module comps—map
+  them to 17:22 when you need the full sheet.
+modes:
+  - Classic D&D Character
+  - Traditional Gaming Scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Jim Roslof gave early D&D its grassroots charm—ink-wash lines, bold primaries,
+  and parties framed for table play. His art feels like a weekend module come
+  alive. We echo that approachable energy while drafting new dungeon crawls,
+  mascots, and sidebar vignettes.
+hero_image: null
+---
+
+## Jim Roslof Style - Enhanced Classic D&D Foundation v2
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 classic D&D format** or **3:4 gaming illustration** - ignore source image dimensions completely. **CRITICAL CLASSIC GAMING DOMINANCE:** Jim Roslof's foundational D&D artistry overrides ALL modern gaming art, digital rendering, and photorealistic presentation. **COMPLETE CLASSIC D&D TRANSFORMATION WITH FOUNDATIONAL EXCELLENCE REQUIRED.** **Redraw command:** "Transform subject into authentic **Jim Roslof classic D&D foundation** with **vibrant fantasy colors** and **visible crosshatching techniques** for **exact format specification** - NOT modern gaming art, digital smooth rendering, or photorealistic presentation." **Anti-Modern Priority:** **NO smooth digital techniques, photorealistic rendering, muted colors, or clean vector-style art that eliminates foundational D&D crosshatching excellence.** **Completely redraw emphasizing classic D&D foundation with visible pen-and-ink crosshatching and vibrant fantasy color palette.** **Face-Treatment Flag:** `pen-crosshatch` **Pose Flag:** `power-stance` **Canvas Control Flag:** `adaptive-extend` **Classic Medium Enforcement:** **Subject must exhibit classic D&D foundation with visible crosshatching texture and vibrant fantasy colors, not smooth or photorealistic presentation.** **Mode Selector:** Choose [Classic D&D Character] or [Traditional Gaming Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic D&D cover format)
+- **3:4** (gaming illustration standard)
+- **8.5:11** (module layout format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with vibrant fantasy atmospheric expansion and rich environmental detail
+- **Spatial Allocation:** Subject positioned for maximum classic gaming impact with heroic proportional emphasis
+- **Background Treatment:** Extend complex D&D environments (detailed dungeons, elaborate taverns, multi-layered fantasy settings) with atmospheric perspective and rich color gradients
+- **Format Justification:** Roslof's TSR tradition requires dynamic framing supporting traditional gaming excellence with environmental storytelling
+## 3) Style Context & Material Authenticity
+
+Jim Roslof's foundational approach (1977-2007) established **classic D&D artistic foundation** through **vibrant fantasy illustration** and **crosshatching mastery**. Production method emphasizes **traditional pen and ink techniques** with **visible crosshatching texture**, **saturated fantasy color palettes**, **TSR art direction leadership**, and **dynamic character presentation**. Purpose centers on **adventure storytelling** through **heroic character archetypes** and **rich environmental integration**. Hallmark motifs include **bold fantasy color schemes**, **visible crosshatching for form definition**, **dynamic action poses**, **elaborate environmental details**, **fantasy lighting effects**, and **TSR adventure aesthetic excellence**. Period framing encompasses **D&D golden age** with **fantasy sophistication** creating **adventure gaming art foundation**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Visible pen and ink crosshatching** with **texture definition mastery** ranging **0.6-1.5 pt** based on **traditional illustration standards** and **form modeling emphasis**; **crosshatching must be clearly visible** creating **surface texture** and **dimensional form**. **Color:** **Vibrant fantasy palette** at **85-95% saturation** with **bold color relationships** and **dramatic contrast emphasis**. **Roslof signature approach**: **rich dungeon purples (#6b21a8, #7c3aed)**, **vibrant fantasy greens (#15803d, #22c55e)**, **bold adventure oranges (#ea580c, #f97316)**, **dramatic lighting yellows (#eab308, #facc15)**, **deep shadow blues (#1e3a8a, #3730a3)**. **High color temperature contrast** with **fantasy integration**. **Texture:** **Visible crosshatching surface** with **pen-and-ink texture mastery** and **atmospheric depth effects**. **Foundational texture requirements**: **crosshatched armor definition, visible fabric texture rendering, atmospheric perspective hatching, clear form modeling through line work**. **Detail hierarchy:** **Characters** receive **heroic proportional treatment** with **crosshatching emphasis**, **equipment** rendered with **functional detail** and **texture definition**, **environments** showing **layered complexity** and **atmospheric mastery**, **adventure impact** prioritized for **visual storytelling**. **Material simulation:** **Pen and ink crosshatching techniques** with **visible texture creation** and **dimensional modeling**. **Surface effects requirements**: **crosshatching depth clearly visible, line weight variation for form, atmospheric perspective through hatching density, character modeling through crosshatch direction** all with **fantasy adventure sophistication**. **Canvas Adaptation Anchor:** Classic D&D composition extends naturally within declared aspect ratio with dynamic emphasis and environmental richness. **Renderer mapping hint:** Set stylization to 75-90%, emphasize crosshatching texture, boost color saturation to 85-95%, ensure visible pen-and-ink line work. **Critical texture enforcement:** Armor surfaces must show clear crosshatching patterns, fabric should display directional hatching for folds and shadows, environmental surfaces require visible line work texture.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Classic D&D adventurer styling** with **functional fantasy armor** and **practical equipment design**, **vibrant color coordination** with **adventure practicality**, ornament scale **2-3** (adventure accessories, practical gear, fantasy elements); hair & makeup scale **1-2** (adventure-appropriate styling); **practical fantasy footwear** with **adventure functionality**.
+- **Adults (male-presenting):** **Traditional D&D warrior styling** with **heroic proportional emphasis**, **functional armor design** with **visible detail** and **practical construction**; accessories **2-3** pieces (weapons, adventuring gear, practical items); **adventure aesthetic** with **heroic sophistication**.
+- **Youth (girls/boys):** **Age-appropriate adventure styling** with **practical fantasy elements** and **heroic inspiration**; **appropriate accessories** supporting **character development**; **adventure-ready footwear** for **fantasy exploration**.
+- **Fabric behavior:** **Fantasy fabric physics** with **crosshatched texture rendering** and **environmental interaction** showing **adventure conditions** and **realistic movement**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [ornate sword, detailed shield, adventure pack, dungeon torch, wizard staff]
+  occasional: [magic item, specialized equipment, fantasy artifact, adventure tool]
+  rare: [legendary weapon, powerful artifact, unique treasure, magical relic]
+  micro: [adventure detail, small gear, practical accent, environmental element]
+  exclusions:
+    - "no modern items inappropriate to fantasy adventure foundation"
+    - "no contemporary objects that break D&D authenticity"
+  dependencies:
+    - "fantasy items require detailed design and adventure integration"
+    - "D&D elements must support adventure foundation and heroic excellence"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "smooth digital rendering", "photorealistic techniques", "muted color palette", "clean vector art", "modern illustration styles"; **NO smooth surfaces that eliminate crosshatching foundation**; **NO subdued colors that lack fantasy vibrancy**; **NO digital techniques that lack visible pen-and-ink craftsmanship**. **✓ Canvas Positives:** "exactly [declared ratio]", "visible crosshatching texture", "vibrant fantasy colors at 85-95% saturation"; **Pen and ink crosshatching clearly visible** with **texture definition mastery**; **Bold fantasy color palette** with **dramatic contrast** and **adventure atmosphere**; **Heroic character proportions** with **dynamic presentation**; **Rich environmental detail** with **atmospheric complexity**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Classic D&D:** Dynamic character presentation with rich environmental context and adventure atmosphere
+- **For 3:4 Gaming Illustration:** Heroic focus with Roslof's environmental storytelling and fantasy detail
+- **For 8.5:11 Module Layout:** Full adventure scene with complex D&D integration and environmental mastery
+
+**Staging:** Subjects positioned within **dynamic adventure scenarios** showing **heroic capability** and **environmental interaction** in **rich fantasy settings**. **Camera/perspective:** **Adventure-focused angles** supporting **heroic presentation** and **environmental storytelling excellence**. **Background density:** **Complex D&D environments** with **layered atmospheric effects**, **multiple environmental elements**, **fantasy lighting**, and **adventure environmental quality**. **Environmental requirements:** **Multiple background layers with atmospheric perspective**, **rich color gradients**, **detailed architectural elements**, **fantasy lighting effects**, **visible texture throughout environment**. **Surface Context Anchor:** Traditional pen and ink illustration surface with visible crosshatching appropriate to classic D&D foundation **Ratio Enforcement Anchor:** Rich fantasy environments extend naturally within declared ratio while maintaining dynamic character focus and adventure excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for classic D&D gaming tradition; **allow embedded text** for **adventure gaming purposes**.
+
+**Ratio-Appropriate Zones:** Dynamic gaming composition optimized for declared aspect ratio with **traditional D&D text integration**
+
+**Copy limits:** ≤4 words/line for **adventure titles**, ≤5 coverlines positioned within **dynamic composition**
+
+**Font recommendation:** **Closest Google Font: Uncial Antiqua (classic D&D analog, 85%). Better: Traditional fantasy fonts appropriate to adventure D&D excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Classic D&D cover mode:** mandatory text integration, adventure > edition hierarchy, traditional fantasy typography
+- **Gaming illustration mode:** optional adventure title integration
+- **Module layout mode:** comprehensive text integration supporting classic D&D design
+
+**Historical accuracy:** fonts must support classic D&D tradition without breaking adventure gaming authenticity.
+
+------
diff --git a/styles/fantasy_illustration/keith_parkinson_epic_realism.md b/styles/fantasy_illustration/keith_parkinson_epic_realism.md
new file mode 100644
index 0000000..45523bf
--- /dev/null
+++ b/styles/fantasy_illustration/keith_parkinson_epic_realism.md
@@ -0,0 +1,100 @@
+---
+id: keith_parkinson_epic_realism
+group: Fantasy Illustration
+movement: High Fantasy Realism
+artist: Keith Parkinson
+display_name: Keith Parkinson — Epic Fantasy Realism
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Parkinson staged TSR covers and trading cards across 2:3, 3:4, and cinematic
+  16:9 spreads—match the scene to those heroic frames.
+modes:
+  - Epic Character
+  - Fantasy Landscape
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Keith Parkinson balanced hulking heroes with matte-painted horizons, giving
+  TSR worlds a believable scale. His palette glows without going neon, and every
+  prop feels table-ready. MuseoMorph continues that grounded epic tone with new
+  factions, relics, and weather systems.
+hero_image: null
+---
+
+## Keith Parkinson Style - Epic Fantasy Realism
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 fantasy epic format** or **16:9 landscape panorama** - ignore source image dimensions completely. **CRITICAL TACTILE REALISM DOMINANCE:** Keith Parkinson's museum-quality oil painting realism overrides ALL digital art smoothness, simplified fantasy, and flat rendering approaches. **COMPLETE TRADITIONAL OIL PAINTING WITH TACTILE SURFACE REQUIRED.** **Redraw command:** "Transform subject into authentic **Keith Parkinson tactile oil painting realism** for **exact format specification** - NOT digital art, simplified fantasy, or smooth rendering." **Anti-Digital Priority:** **NO digital smoothness, flat surfaces, or simplified rendering that eliminates tactile oil painting quality.** **Completely redraw using traditional oil painting techniques with visible brushwork and surface texture.** **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `power-stance` **Canvas Control Flag:** `adaptive-extend` **Traditional Medium Enforcement:** **Subject must exhibit tactile oil painting realism with visible brushwork, not digital or smooth aesthetic.** **Mode Selector:** Choose [Epic Character] or [Fantasy Landscape] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (fantasy epic character focus)
+- **16:9** (fantasy landscape panorama)
+- **3:4** (classical fantasy portrait)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with epic fantasy environmental expansion
+- **Spatial Allocation:** Subject positioned for maximum fantasy epic impact (heroic positioning within vast fantasy landscapes)
+- **Background Treatment:** Extend detailed fantasy environments (mountains, castles, magical landscapes) with atmospheric depth and classical landscape accuracy
+- **Format Justification:** Parkinson's epic fantasy philosophy requires expansive formats supporting both intimate character focus and vast environmental scope with painterly realism
+## 3) Style Context & Material Authenticity
+
+Keith Parkinson's masterful approach (1980-2005) established **"realism painted with a brush"** through **classical painting techniques** applied to **fantasy subject matter**. Production method emphasizes **traditional oil painting mastery** with **solid classical foundation**, **Frank Frazetta and Roger Dean influences**, **tactile surface quality**, and **atmospheric perspective mastery**. Purpose centers on **epic fantasy storytelling** through **believable fantasy worlds** and **heroic character integration**. Hallmark motifs include **magnificent gnarled trees with detailed bark texture**, **majestic dragons with believable anatomy**, **atmospheric fantasy landscapes**, **classical female figures with Hellenistic proportions**, **detailed armor and weaponry**, and **tactile surface quality throughout**. Period framing encompasses **timeless fantasy settings** with **classical painting sophistication** creating **museum-quality fantasy art**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Painterly form definition** through **color and value relationships** rather than **hard outline dependency**; **classical drawing foundation** at **traditional academic standards** with **accurate anatomical knowledge**. **Brush-defined edges** ranging from **sharp focus areas** to **atmospheric soft transitions**. **Color:** **Rich earth-tone fantasy palette** at **80-90% saturation** with **deep atmospheric color relationships** and **natural landscape color harmony**. **Parkinson signature earth tones**: **deep forest greens (#0f5132, #166534)**, **rich mountain stone (#4b5563, #374151)**, **golden firelight (#d97706, #ea580c)**, **natural sky blues (#0369a1, #0284c7)**, **weathered leather browns (#92400e, #a16207)**. **Natural color temperature relationships** with **atmospheric depth through color**. **Texture:** **Authentic oil painting surface** with **visible impasto brushwork** and **traditional painting texture variety**. **Parkinson texture mastery**: **individual dragon scales with raised paint texture**, **deeply grooved tree bark with dimensional brushwork**, **fabric showing authentic paint application**, **metal surfaces with varied brush techniques**. **Multi-layered paint application** showing **traditional oil painting depth**. **Tactile surface quality** where **paint texture is visible and dimensional**. **Detail hierarchy:** **Dragon anatomy** receives **maximum biological precision** with **individual scale rendering**, **fantasy creatures** with **anatomical plausibility** and **detailed texture work**, **environmental elements** showing **multi-plane atmospheric depth** and **natural landscape mastery**, **magical elements** integrated with **painterly convincingness**. **Traditional oil painting surface emphasis** where **brushwork contributes to form and texture**. **Material simulation:** **Classical oil painting techniques** with **centuries-old methods** and **fantasy imagination integration**. **Surface variety mastery**: **rough stone, smooth scales, weathered wood, flowing water** all with **tactile authenticity**. **Atmospheric effects** through **traditional glazing** and **classical painting methods**. **Canvas Adaptation Anchor:** Epic fantasy composition extends naturally within declared aspect ratio with classical landscape integration and tactile surface quality. **Renderer mapping hint:** Set stylization to 70-80%, chaos to 15-25%, CFG scale 9-12 for **classical realism** with **fantasy imagination**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Classical fantasy styling** with **Hellenistic proportions** and **flowing fabric emphasis**, **practical fantasy armor** with **authentic weight** and **protective function**, **period fantasy clothing** showing **realistic fabric behavior**, ornament scale **2-3** (fantasy jewelry, magical accessories, classical design elements); hair & makeup scale **1-2** (classical beauty with **natural emphasis**); **practical fantasy footwear** with **authentic design**.
+- **Adults (male-presenting):** **Heroic fantasy armor** with **authentic weight** and **protective design**, **classical proportions** with **heroic emphasis**, **practical fantasy clothing** showing **realistic wear patterns**; accessories **2-3** pieces (fantasy weapons, magical items, heroic gear); **epic fantasy warrior aesthetic** with **classical foundation**.
+- **Youth (girls/boys):** **Age-appropriate fantasy clothing** with **classical proportions** and **practical design**; **appropriate fantasy accessories**; **practical footwear** for **fantasy adventure**.
+- **Fabric behavior:** **Classical fabric physics** with **authentic drape** and **environmental interaction** showing **wind effects** and **realistic wear patterns** within **fantasy contexts**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [fantasy sword, magical staff, spell book, fantasy shield, mystical amulet]
+  occasional: [dragon egg, magical orb, fantasy bow, enchanted armor piece]
+  rare: [legendary weapon, dragon companion, magical artifact, ancient tome]
+  micro: [magical gem, fantasy coin, mystical symbol, elemental crystal]
+  exclusions:
+    - "no cartoon or anime-influenced objects"
+    - "no items that break classical painting authenticity"
+  dependencies:
+    - "fantasy items require classical painting surface quality"
+    - "magical elements must integrate believably with realistic rendering"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "digital art smoothness", "flat rendering", "simplified fantasy illustration", "blue-dominant coloring"; **NO digital painting techniques that eliminate oil painting texture**; **NO simplified creature anatomy that breaks biological precision**; **NO flat environmental backgrounds that lack atmospheric depth**; **NO smooth surfaces that eliminate visible brushwork**. **✓ Canvas Positives:** "exactly [declared ratio]", "epic fantasy realism"; **Classical painting techniques** with **tactile surface quality**; **Fantasy elements** integrated with **painterly believability**; **Atmospheric perspective** with **classical landscape mastery**; **Heroic character proportions** with **anatomical accuracy**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Fantasy Epic:** Character heroism emphasis with detailed fantasy environmental support
+- **For 16:9 Landscape:** Panoramic fantasy scope with atmospheric depth and character environmental integration
+- **For 3:4 Classical:** Portrait focus with Parkinson's tactile surface quality and fantasy context
+
+**Staging:** Subjects positioned within **epic fantasy scenarios** showing **heroic presence** in **vast, believable fantasy landscapes** with **classical composition principles**. **Camera/perspective:** **Classical painting viewpoints** supporting **epic scope** and **heroic character presentation**. **Background density:** **Multi-plane atmospheric environments** with **natural landscape mastery** and **traditional oil painting atmospheric quality**. **Natural environmental integration** showing **forest depth, mountain vistas, and creature habitats** with **atmospheric perspective through multiple depth planes**. **Surface Context Anchor:** Classical oil painting surface appropriate to epic fantasy storytelling **Ratio Enforcement Anchor:** Epic fantasy environments extend naturally within declared ratio while maintaining classical painting quality and tactile surface authenticity.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Parkinson's fine art approach; **omit all embedded text**. Parkinson emphasized **pure visual fantasy storytelling** through **classical painting presentation**.
+
+---
diff --git a/styles/fantasy_illustration/larry_elmore_classic_fantasy.md b/styles/fantasy_illustration/larry_elmore_classic_fantasy.md
new file mode 100644
index 0000000..94897fc
--- /dev/null
+++ b/styles/fantasy_illustration/larry_elmore_classic_fantasy.md
@@ -0,0 +1,107 @@
+---
+id: larry_elmore_classic_fantasy
+group: Fantasy Illustration
+movement: TSR Classic Fantasy Illustration
+artist: Larry Elmore
+display_name: Larry Elmore — Classic Gaming Fantasy
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Elmore’s iconic D&D covers sit on 2:3 verticals—keep the frame ready for a
+  module masthead.
+modes:
+  - Gaming Character
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Larry Elmore defined the friendly face of 1980s D&D—suncatcher dragons,
+  approachable heroes, and Kentucky-warm lighting. His scenes invite you to roll
+  initiative. We preserve that welcoming high-fantasy vibe while inventing fresh
+  parties, mounts, and spell effects.
+hero_image: null
+---
+
+# Larry Elmore Style - Classic Gaming Fantasy
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 gaming cover format** - ignore source image dimensions completely. **CRITICAL INK-WASH DOMINANCE:** Larry Elmore's traditional ink-wash gaming illustration overrides ALL digital painting, modern rendering, and smooth surface techniques. **COMPLETE TRADITIONAL INK-WASH WITH GAMING CHARACTER UTILITY REQUIRED.** **Redraw command:** "Transform subject into authentic **Larry Elmore ink-wash gaming illustration** for **exact 2:3 format specification** - NOT digital painting, modern rendering, or realistic portraiture." **Anti-Digital Priority:** **NO digital smoothness, modern painting techniques, or overly realistic rendering that eliminates traditional gaming illustration authenticity.** **Completely redraw using traditional ink-wash technique with gaming character approachability.** **Face-Treatment Flag:** `brush-wash` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `adaptive-extend` **Traditional Gaming Medium Enforcement:** **Subject must exhibit ink-wash illustration quality with gaming character utility, not digital or realistic aesthetic.** **Mode Selector:** [Gaming Character] for approachable character focus.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (gaming cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with traditional gaming fantasy expansion
+- **Spatial Allocation:** Subject positioned for gaming character identification (approachable positioning within recognizable fantasy settings)
+- **Background Treatment:** Extend warm, lived-in fantasy environments (taverns, forests, rural landscapes) with Kentucky-influenced natural beauty
+- **Format Justification:** Elmore's gaming illustration tradition adapts to 2:3 ratio while maintaining character approachability and traditional media authenticity
+## 3) Style Context & Material Authenticity
+
+Larry Elmore's foundational approach (1975-present) established **classic gaming fantasy aesthetics** through **traditional illustration mastery** and **ink-wash technique excellence**. Production method emphasizes **traditional media techniques** with **oil on masonite foundation**, **ink-wash mastery for details**, **Kentucky landscape influences**, and **gaming character design standards**. Purpose focuses on **accessible fantasy storytelling** through **approachable character design** and **warm environmental integration**. Hallmark motifs include **approachable fantasy characters with gaming utility**, **warm, lived-in fantasy environments**, **Kentucky rural landscape influences**, **detailed ink-wash technique work**, **gaming-appropriate character proportions**, and **storytelling clarity for game illustration**. Period framing encompasses **classic D&D settings** with **rural American landscape foundation** creating **accessible gaming fantasy**. **Tone Tag:** Approachable gaming adventure.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Traditional ink-wash line work** with **confident brush control** ranging **0.6-2.0 pt** based on **gaming illustration hierarchy** and **traditional media authenticity**; **visible ink-wash technique** with **gaming illustration clarity**. **Traditional brush-defined edges** with **ink-wash detail emphasis**. **Color:** **Vibrant gaming palette** at **85-95% saturation** with **warm traditional media color relationships** and **Kentucky landscape warmth**. **Elmore signature gaming colors**: **rich warm browns (#8b4513, #a0522d)**, **vibrant forest greens (#228b22, #32cd32)**, **bright friendly blues (#4169e1, #1e90ff)**, **golden campfire oranges (#ff8c00, #ffa500)**. **Consistently warm color temperature** creating **approachable gaming atmosphere**. **Texture:** **Visible ink-wash illustration surface** with **traditional media texture variety** and **gaming illustration authenticity**. **Gaming ink-wash texture mastery**: **fabric with traditional brush rendering**, **leather showing ink-wash wear patterns**, **natural environments with Kentucky rural influence**, **character details with traditional technique precision**. **Traditional illustration surface quality** throughout. **Detail hierarchy:** **Gaming character faces** with **approachable expressions** and **character utility emphasis**, **fantasy gear** rendered with **ink-wash precision** and **gaming functionality**, **environmental elements** showing **warm rural landscape foundation** and **traditional atmospheric integration**, **storytelling clarity** prioritized for **gaming illustration purposes**. **Material simulation:** **Traditional ink-wash techniques** with **oil painting foundation** and **gaming illustration clarity**. **Gaming-appropriate surface rendering**: **worn leather, natural fabric, weathered wood, rural stone** all with **traditional ink-wash authenticity**. **Pose Anchors:** candid gaming motion with **approachable character positioning**. **Scale Hierarchy Anchor:** gaming-appropriate proportions with **character utility emphasis**. **Material Authenticity Anchor:** authentic ink-wash techniques with traditional gaming illustration characteristics. **Period Consistency Anchor:** all elements coherent to classic D&D gaming tradition. **Canvas Adaptation Anchor:** Traditional gaming composition extends naturally within 2:3 ratio with warm environmental integration and ink-wash surface quality.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Classic gaming fantasy styling** with **practical adventure emphasis**, **traditional fantasy armor** with **functional design**, **approachable character clothing** showing **rural influence** and **gaming utility**, ornament scale **1-2** (practical accessories, gaming-appropriate jewelry); hair & makeup scale **1** (natural styling with **gaming character clarity**); **practical adventure footwear** with **rural influence**.
+- **Adults (male-presenting):** **Classic D&D character styling** with **traditional fantasy foundation**, **practical gaming armor** with **authentic weight** and **protective function**, **rural-influenced clothing** showing **Kentucky landscape connection**; accessories **1-2** pieces (gaming weapons, adventure gear); **classic gaming warrior aesthetic** with **approachable character design**.
+- **Fabric behavior:** **Traditional fabric physics** with **rural lifestyle wear patterns** and **environmental interaction** showing **outdoor activity** and **adventure practicality**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through warm gaming palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [gaming dice, adventure pack, fantasy weapon, spell component, camping gear]
+  occasional: [gaming manual, character sheet, magical item, adventure map]
+  rare: [legendary gaming artifact, character's signature item, campaign memento]
+  micro: [character token, small gaming piece, adventure detail, rural artifact]
+  exclusions:
+    - "no modern digital gaming elements"
+    - "no anime or cartoon gaming influences"
+    - "no overly realistic items that break gaming illustration utility"
+  dependencies:
+    - "gaming items require traditional tabletop gaming authenticity"
+    - "adventure props must support classic D&D character utility"
+    - "all props must integrate with ink-wash illustration technique"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "digital painting smoothness", "modern rendering techniques", "overly realistic portraiture", "muted color palette"; **NO digital art techniques that eliminate ink-wash authenticity**; **NO modern painting methods that break traditional gaming illustration**; **NO realistic character designs that lose gaming utility**; **NO desaturated colors that eliminate gaming vibrancy**. **✓ Canvas Positives:** "exactly 2:3", "classic gaming fantasy authenticity"; **Traditional ink-wash techniques** with **visible brush control**; **Vibrant gaming color palette** with **warm atmospheric foundation**; **Approachable character design** with **gaming utility emphasis**; **Kentucky landscape influences** in **environmental elements**; **Traditional gaming illustration surface quality**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Gaming Cover:** Character prominence with gaming utility and warm environmental support, vertical emphasis with subject dominance ≥70%
+
+**Staging:** Subjects positioned within **classic gaming scenarios** showing **character approachability** and **adventure readiness** in **warm, lived-in fantasy environments**. **Camera/perspective:** **Traditional gaming illustration viewpoints** supporting **character utility** and **storytelling clarity**. **Background density:** **Warm fantasy environments** with **Kentucky rural landscape influences** and **traditional ink-wash atmospheric quality**. **Figure:ground:** 70% character, 30% environmental context. **Lighting logic:** warm Kentucky landscape lighting with gaming atmosphere. **Detail:negative space ratio:** optimized for 2:3 gaming cover format. **Surface Context Anchor:** Traditional ink-wash illustration surface appropriate to classic gaming fantasy. **Ratio Enforcement Anchor:** Gaming fantasy environments extend naturally within 2:3 ratio while maintaining traditional media authenticity and warm atmospheric character.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for gaming illustration tradition; **allow embedded text** for **gaming cover purposes**.
+
+**Ratio-Appropriate Zones:** Gaming composition optimized for 2:3 aspect ratio with **gaming title placement consideration**
+
+**Copy limits:** ≤5 words/line for **gaming titles**, ≤6 coverlines positioned strategically within composition
+
+**Font recommendation:** **Closest Google Font: Cinzel Decorative (fantasy gaming analog, 75%). Better: Celtic or fantasy gaming fonts appropriate to D&D tradition.**
+
+**Format-Specific Text Rules:**
+
+- **Gaming cover mode:** mandatory text integration, game > edition hierarchy, fantasy gaming typography
+
+**Historical accuracy:** fonts must support classic gaming tradition without breaking traditional illustration authenticity.
+
+------
diff --git a/styles/fantasy_illustration/michael_whelan_luminous_atmosphere.md b/styles/fantasy_illustration/michael_whelan_luminous_atmosphere.md
new file mode 100644
index 0000000..94260d3
--- /dev/null
+++ b/styles/fantasy_illustration/michael_whelan_luminous_atmosphere.md
@@ -0,0 +1,112 @@
+---
+id: michael_whelan_luminous_atmosphere
+group: Fantasy Illustration
+movement: Luminous Sci-Fantasy Illustration
+artist: Michael Whelan
+display_name: Michael Whelan — Luminous Atmospheric Realism
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Whelan’s luminous covers breathe best on 2:3 jackets, 3:4 gallery canvases, or
+  16:9 panoramas.
+modes:
+  - Luminous Character
+  - Ethereal Cosmic Scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Michael Whelan paints light as a character—iridescent skies, translucent
+  fabrics, and dreamlike architecture. His covers glow with quiet awe. We
+  sustain that atmospheric lyricism while unveiling new worlds, apparitions, and
+  color harmonies.
+hero_image: null
+---
+
+## Michael Whelan Style - Enhanced Luminous Atmospheric Realism v2
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 literary cover** or **16:9 wraparound panorama** - ignore source image dimensions completely. **CRITICAL LUMINOUS ATMOSPHERIC DOMINANCE:** Michael Whelan's imaginative luminous realism with **multiple glowing light sources** and **ethereal atmospheric effects** overrides ALL flat illustration, conventional fantasy, and non-luminous character presentation. **COMPLETE LUMINOUS ETHEREAL TRANSFORMATION WITH COSMIC WONDER INTEGRATION REQUIRED.** **Redraw command:** "Transform subject into authentic **Michael Whelan luminous ethereal realism** with **multiple glowing light sources**, **soft atmospheric luminosity**, **surreal cosmic elements**, and **impossible architectural landscapes** for **exact format specification** - NOT flat illustration, conventional fantasy, or high-contrast non-atmospheric rendering." **Anti-Conventional Priority:** **NO flat illustration techniques, conventional landscapes, high-contrast colors, or non-luminous presentation that eliminates ethereal atmospheric wonder and cosmic surrealism.** **Completely redraw emphasizing ethereal luminosity with multiple light sources and impossible cosmic landscapes.** **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `candid-motion` **Canvas Control Flag:** `adaptive-extend` **Luminous Medium Enforcement:** **Subject must exhibit ethereal luminosity with multiple light sources and surreal cosmic integration, not conventional or high-contrast presentation.** **Mode Selector:** Choose [Luminous Character] or [Ethereal Cosmic Scene] per image.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (literary cover standard)
+- **16:9** (wraparound panoramic scene)
+- **3:4** (book cover portrait focus)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with ethereal luminous expansion and impossible cosmic architecture
+- **Spatial Allocation:** Subject positioned within vast surreal landscapes with multiple atmospheric depth planes and luminous integration
+- **Background Treatment:** Extend impossible cosmic vistas with floating elements, multiple celestial bodies, ethereal light sources, and surreal architectural impossibilities
+- **Format Justification:** Whelan's literary cover tradition requires expansive cosmic framing supporting atmospheric storytelling and ethereal wonder presentation with surreal impossibilities
+## 3) Style Context & Material Authenticity
+
+Michael Whelan's distinguished approach (1970s-present) established **luminous ethereal realism** through **multiple light source mastery** and **surreal cosmic storytelling excellence**. Production method emphasizes **traditional and digital integration** with **ethereal atmospheric rendering**, **impossible cosmic vista creation**, **multiple luminous light source mastery**, **surreal architectural elements**, and **literary narrative visualization with cosmic impossibilities**. Purpose centers on **imaginative cosmic storytelling** through **ethereal luminous atmospheric presentation** and **surreal wonder-inspiring environmental integration**. Hallmark motifs include **multiple glowing light sources creating ethereal effects**, **impossible floating cosmic architectures**, **surreal landscape impossibilities**, **soft luminous atmospheric perspective**, **multiple celestial bodies and cosmic elements**, **ethereal creature design with luminous qualities**, **literary character authenticity within cosmic impossibilities**, and **wonder-inspiring vista creation with surreal elements**. Period framing encompasses **timeless cosmic imaginative settings** with **ethereal luminous atmospheric wonder** creating **surreal literary fantasy realism**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Ethereal luminous line work** with **soft atmospheric precision** ranging **0.3-1.0 pt** based on **luminous atmospheric depth** and **cosmic wonder emphasis**; **literary character foundation** with **realistic proportional systems within surreal environments**. **Soft atmospheric edge definition** with **ethereal luminous integration**. **Color:** **Soft luminous ethereal palette** at **60-80% saturation** with **multiple glowing light source relationships** and **atmospheric cosmic wonder emphasis**. **Whelan signature ethereal colors**: **soft luminous blues (#87ceeb, #b0e0e6)**, **ethereal golden glows (#f0e68c, #fff8dc)**, **cosmic atmospheric purples (#dda0dd, #e6e6fa)**, **wonder-inspiring soft oranges (#ffdab9, #ffe4b5)**, **multiple celestial light sources (#f5f5dc, #fffaf0)**. **Multiple ethereal light source color temperature** with **soft atmospheric blending**. **Texture:** **Soft luminous atmospheric surface** with **ethereal texture variation** and **cosmic wonder-inspiring effects**. **Ethereal atmospheric texture mastery**: **cosmic vista rendering with floating impossibilities, multiple ethereal light integration with glowing effects, literary character authenticity within surreal environments, environmental atmospheric depth with impossible architectures**. **Literary cover surface quality** throughout. **Detail hierarchy:** **Literary character authenticity** receives **maximum ethereal atmospheric attention** with **luminous wonder integration and realistic proportions**, **surreal cosmic elements** rendered with **impossible precision** and **ethereal atmospheric detail**, **environmental landscapes** showing **multiple ethereal light source mastery with floating architectures**, **cover storytelling** prioritized for **cosmic wonder inspiration with surreal impossibilities**. **Material simulation:** **Traditional-digital hybrid techniques** with **ethereal atmospheric mastery** and **soft luminous surface treatment**. **Cosmic wonder-inspiring effects**: **ethereal atmospheric depth with impossible elements, multiple glowing light integration with soft blending, surreal texture variation with luminous qualities, literary authenticity modeling within cosmic impossibilities** all with **ethereal atmospheric sophistication**. **Atmospheric Requirements:** **Mandatory multiple glowing light sources creating ethereal effects**, **floating impossible architectural elements**, **multiple celestial bodies or cosmic phenomena**, **soft atmospheric perspective with luminous blending**. **Canvas Adaptation Anchor:** Ethereal luminous atmospheric composition extends naturally within declared aspect ratio with cosmic wonder emphasis and surreal literary presentation. **Renderer mapping hint:** Set stylization to 65-75%, chaos to 15-25%, CFG scale 8-11 for **ethereal atmospheric wonder** with **multiple luminous light integration**. **Critical luminosity enforcement:** Multiple glowing light sources must create ethereal atmospheric effects throughout composition. **Critical surreal enforcement:** Impossible cosmic elements, floating architectures, or surreal landscape features required. **Critical atmospheric enforcement:** Soft luminous atmospheric perspective with multiple depth planes and ethereal blending effects.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Literary character styling** with **ethereal atmospheric integration** and **cosmic wonder-inspiring design**, **realistic fantasy clothing** with **literary authenticity** and **atmospheric functionality within surreal environments**, **soft luminous character elements** showing **story-appropriate design** and **ethereal atmospheric practicality**, ornament scale **1-2** (literary accessories with ethereal qualities, atmospheric elements with luminous effects, cosmic wonder-inspiring details); hair & makeup scale **1-2** (literary styling for **ethereal atmospheric authenticity**); **story-appropriate footwear** with **atmospheric practicality**.
+- **Adults (male-presenting):** **Ethereal atmospheric literary styling** with **cosmic wonder-inspiring character emphasis**, **realistic clothing design** showcasing **literary authenticity** and **ethereal atmospheric integration within surreal environments**; accessories **1-2** pieces (literary items with ethereal qualities, atmospheric gear); **cosmic wonder-inspiring character aesthetic** with **ethereal atmospheric sophistication**.
+- **Youth (girls/boys):** **Age-appropriate literary styling** with **ethereal atmospheric elements** and **cosmic wonder-inspiring design**; **appropriate realistic accessories** supporting **character development**; **practical footwear** for **ethereal atmospheric adventures**.
+- **Fabric behavior:** **Ethereal atmospheric literary fabric physics** with **luminous wonder-inspiring drape** and **soft luminous interaction** showing **environmental ethereal atmospheric conditions** and **cosmic literary integration**.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [ethereal literary artifact, atmospheric cosmic tool, luminous wonder device, surreal weapon, cosmic element]
+  occasional: [magical literary item with glowing effects, ethereal atmospheric creature, luminous cosmic artifact, impossible wonder tool]
+  rare: [legendary literary object with ethereal qualities, cosmic wonder artifact with multiple light sources, atmospheric treasure, surreal relic]
+  micro: [luminous literary detail, ethereal atmospheric accent, cosmic wonder element, glowing particle]
+  exclusions:
+    - "no mundane items inappropriate to ethereal atmospheric cosmic wonder"
+    - "no crude objects that break luminous surreal integration"
+  dependencies:
+    - "literary items require ethereal atmospheric design and cosmic wonder-inspiring functionality"
+    - "surreal elements must support luminous ethereal wonder and atmospheric cosmic excellence"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "flat illustration techniques", "conventional fantasy landscapes", "high-contrast colors", "non-luminous presentation", "single light source", "realistic architectural elements"; **NO flat surfaces that eliminate ethereal luminous atmospheric quality**; **NO conventional elements that break cosmic surreal integration**; **NO high-contrast techniques that lack soft ethereal atmospheric depth**; **NO realistic landscapes that lack impossible surreal elements**. **✓ Canvas Positives:** "exactly [declared ratio]", "multiple glowing light sources", "ethereal luminous atmospheric wonder", "impossible cosmic architectures", "floating surreal elements"; **Multiple ethereal light source mastery** with **soft atmospheric depth integration**; **Surreal cosmic landscapes** with **impossible wonder-inspiring vista creation and floating elements**; **Literary character authenticity** within **ethereal atmospheric storytelling integration and cosmic impossibilities**; **Soft luminous atmospheric effects** with **ethereal presentation emphasis and cosmic blending**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Literary Cover:** Character ethereal atmospheric integration with cosmic wonder-inspiring environmental support and multiple luminous light sources creating surreal impossible landscapes
+- **For 16:9 Wraparound:** Panoramic ethereal atmospheric wonder with cosmic integration, floating impossible architectures, and multi-plane environmental mastery with multiple celestial bodies
+- **For 3:4 Book Focus:** Portrait emphasis with Whelan's multiple luminous light source treatment and ethereal atmospheric literary context within surreal cosmic environments
+
+**Staging:** Subjects positioned within **surreal ethereal atmospheric scenarios** showing **literary authenticity** and **cosmic wonder-inspiring capability** in **luminous impossible cosmic environments with floating architectural elements**. **Camera/perspective:** **Ethereal atmospheric wonder angles** supporting **literary character presentation within vast cosmic scales** and **surreal imaginative excellence**. **Background density:** **Impossible cosmic atmospheric environments** with **multiple ethereal light source effects**, **floating surreal architectural elements**, **multiple celestial bodies**, and **cosmic wonder-inspiring environmental quality with ethereal impossibilities**. **Environmental Requirements:** **Mandatory multiple glowing light sources with ethereal effects**, **impossible floating architectural elements or cosmic structures**, **surreal landscape features that defy physics**, **multiple atmospheric depth planes with luminous blending**, **celestial bodies or cosmic phenomena creating ethereal lighting**. **Surface Context Anchor:** Ethereal luminous atmospheric painting surface with multiple light sources appropriate to surreal literary cosmic wonder **Ratio Enforcement Anchor:** Ethereal atmospheric environments with impossible surreal elements extend naturally within declared ratio while maintaining literary character focus and luminous cosmic wonder excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for literary cover tradition; **allow embedded text** for **ethereal cosmic storytelling purposes**.
+
+**Ratio-Appropriate Zones:** Literary composition optimized for declared aspect ratio with **ethereal atmospheric cover text integration**
+
+**Copy limits:** ≤5 words/line for **literary titles**, ≤6 coverlines positioned within **ethereal atmospheric composition**
+
+**Font recommendation:** **Closest Google Font: Playfair Display (literary elegance analog, 85%). Better: Ethereal literary fantasy fonts appropriate to atmospheric cosmic wonder excellence.**
+
+**Format-Specific Text Rules:**
+
+- **Literary cover mode:** mandatory text integration, author > title hierarchy, ethereal atmospheric literary typography
+- **Wraparound mode:** optional cosmic wonder title integration across panoramic ethereal composition
+- **Portfolio mode:** omit text for pure luminous ethereal artistic presentation
+
+**Historical accuracy:** fonts must support literary fantasy tradition without breaking ethereal luminous atmospheric authenticity.
diff --git a/styles/fantasy_illustration/rowena_morrill_fantasy_vision.md b/styles/fantasy_illustration/rowena_morrill_fantasy_vision.md
new file mode 100644
index 0000000..ec0325b
--- /dev/null
+++ b/styles/fantasy_illustration/rowena_morrill_fantasy_vision.md
@@ -0,0 +1,107 @@
+---
+id: rowena_morrill_fantasy_vision
+group: Fantasy Illustration
+movement: Chromatic Romantic Fantasy
+artist: Rowena Morrill
+display_name: Rowena Morrill — Pioneering Female Fantasy Vision
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Rowena’s paperback heroes live on 2:3 covers that showcase luminous figures
+  and tech-noir palaces.
+modes:
+  - High-Gloss Empowerment
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Rowena Morrill fused airbrush gradients with chrome surfaces, spotlighting
+  powerful women amid pulp sci-fantasy mashups. Her covers shimmer like vinyl
+  sleeves. We carry that glamorous energy forward with new protagonists,
+  creatures, and jewel-toned cities.
+hero_image: null
+---
+
+# Rowena Morrill Style - Pioneering Female Fantasy Vision
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 book cover format** - ignore source image dimensions completely. **CRITICAL HIGH-GLOSS EMPOWERMENT DOMINANCE:** Rowena Morrill's vibrant high-gloss hyperrealistic technique overrides ALL flat illustration, muted coloration, and passive character presentation. **COMPLETE HIGH-GLOSS LAYERED PAINTING WITH BOLD EMPOWERMENT REQUIRED.** **Redraw command:** "Transform subject into authentic **Rowena Morrill vibrant high-gloss fantasy empowerment** for **exact 2:3 format specification** - NOT flat illustration, muted painting, or passive character design." **Anti-Muted Priority:** **NO muted surface finishes, flat illustration techniques, or passive rendering that eliminates high-gloss vibrancy and character empowerment.** **Completely redraw emphasizing vibrant high-gloss layered painting and empowered character positioning.** **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Empowered Glossy Medium Enforcement:** **Subject must exhibit vibrant high-gloss surface quality with empowered character positioning, not flat or passive presentation.** **Mode Selector:** [High-Gloss Empowerment] for bold character focus.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (book cover magazine format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with high-gloss empowerment emphasis
+- **Spatial Allocation:** Subject positioned for maximum empowered visual impact (dynamic positioning with glossy surface prominence)
+- **Background Treatment:** Extend detailed fantasy environments with high-gloss atmospheric effects and bold environmental depth
+- **Format Justification:** Morrill's magazine cover tradition requires precise framing supporting high-gloss visual impact and empowered character presentation
+## 3) Style Context & Material Authenticity
+
+Rowena Morrill's pioneering approach (1977-2021) established **female fantasy artist prominence** through **vibrant high-gloss hyperrealistic techniques** and **innovative layered painting methods**. Production method emphasizes **unique oil and acrylic combination** with **high-gloss glaze coating**, **thin paint layer building**, **photographic reference integration**, and **magazine cover excellence**. Purpose focuses on **fantasy and science fiction storytelling** through **empowered character presentation** and **vibrant glossy surface sophistication**. Hallmark motifs include **strong female characters with bold fantasy empowerment**, **detailed creature and monster design**, **vibrant high-gloss surface treatment throughout**, **magazine cover composition mastery**, **atmospheric fantasy landscapes with bold coloration**, and **pioneering female perspective in fantasy art**. Period framing encompasses **1970s-1990s fantasy publishing boom** with **magazine cover sophistication** creating **vibrant high-gloss fantasy realism**. **Tone Tag:** Empowered fantasy vibrancy.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Hyperrealistic form definition** through **precise drawing foundation** where **vibrant glossy surface treatment** defines **edges and modeling**; **photographic reference precision** at **commercial illustration standards** with **fantasy imagination integration**. **Bold high-gloss surface reflection emphasis** throughout. **Color:** **Vibrant hyperrealistic fantasy palette** at **95-100% saturation** with **bold high-gloss color relationships** and **magazine cover color impact**. **Morrill signature vibrant approach**: **jewel-tone fantasy colors (#dc2626, #059669, #7c3aed, #ea580c)** with **bold high-gloss surface reflection**, **skin tones with vibrant glossy highlight modeling**, **fantasy environments with bold atmospheric color depth**. **Vibrant glossy color temperature modeling** with **dramatic surface reflection integration**. **Texture:** **Vibrant high-gloss layered painting surface** with **thin paint application** and **multiple glaze coating**. **Bold hyperrealistic texture rendering**: **glossy skin with dramatic highlight modeling, fabric with vibrant surface sheen, metal with bold reflective accuracy, fantasy elements with empowered glossy integration**. **Magazine cover surface quality** with **vibrant empowerment** throughout. **Detail hierarchy:** **Empowered character faces** receive **hyperrealistic attention** with **bold high-gloss surface modeling**, **fantasy creatures** rendered with **biological precision** and **vibrant glossy surface treatment**, **environmental elements** showing **layered painting mastery** and **bold atmospheric depth**, **magazine cover impact** prioritized for **empowered visual attraction**. **Material simulation:** **Innovative oil-acrylic combination techniques** with **vibrant high-gloss glaze finishing** and **commercial illustration precision**. **Bold glossy surface effects**: **dramatic reflection patterns, empowered highlight placement, vibrant surface tension simulation** all with **hyperrealistic accuracy**. **Pose Anchors:** power stance with **empowered character positioning**. **Scale Hierarchy Anchor:** empowered proportions with **strong character emphasis**. **Material Authenticity Anchor:** authentic high-gloss techniques with vibrant empowerment characteristics. **Period Consistency Anchor:** all elements coherent to pioneering female fantasy art tradition. **Canvas Adaptation Anchor:** Vibrant high-gloss fantasy composition extends naturally within 2:3 ratio with magazine cover impact and empowered character presentation.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Bold fantasy empowerment styling** with **strong character emphasis**, **practical fantasy armor** with **protective design** and **vibrant high-gloss surface rendering**, **period fantasy clothing** showing **female agency** and **empowered fantasy functionality**, ornament scale **2-3** (fantasy jewelry with bold design, empowerment accessories, strong character elements); hair & makeup scale **2** (fantasy styling with **vibrant high-gloss surface treatment**); **practical fantasy footwear** with **empowered glossy surface rendering**.
+- **Adults (male-presenting):** **Fantasy character styling** with **vibrant high-gloss surface treatment**, **practical fantasy clothing** with **bold surface reflection emphasis**, **period fantasy elements** supporting **narrative development**; accessories **1-2** pieces (fantasy weapons, character gear); **fantasy character aesthetic** with **vibrant glossy surface quality**.
+- **Fabric behavior:** **Vibrant high-gloss fabric physics** with **dramatic surface reflection** and **environmental interaction** showing **atmospheric influence** and **empowered fantasy context integration**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through vibrant fantasy palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [fantasy weapon with vibrant gloss, magical artifact with bold surface, empowered creature companion, mystical orb with dramatic reflection, fantasy tool with glossy finish]
+  occasional: [science fiction device with high-gloss surface, alien technology with vibrant rendering, fantasy creature with bold design, magical book with glossy cover]
+  rare: [legendary fantasy item with empowered design, alien artifact with vibrant surface, mystical creature with bold presence, powerful magical object with dramatic gloss]
+  micro: [fantasy gem with dramatic reflection, magical token with vibrant surface, sci-fi detail with bold gloss, creature scale with empowered rendering]
+  exclusions:
+    - "no muted or flat objects inappropriate to vibrant high-gloss aesthetic"
+    - "no simplified props that break hyperrealistic surface treatment and empowerment"
+    - "no passive items that eliminate bold character empowerment"
+  dependencies:
+    - "fantasy items require vibrant high-gloss surface treatment and hyperrealistic detail"
+    - "sci-fi elements must integrate with bold glossy surface sophistication"
+    - "all props must support empowered character presentation"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "flat illustration techniques", "muted surface finishes", "passive character presentation", "low color saturation"; **NO flat surface treatments that eliminate vibrant high-gloss quality**; **NO muted painting approaches that break bold glossy surface integration**; **NO passive character poses that eliminate empowerment emphasis**; **NO desaturated colors that lack magazine cover impact**. **✓ Canvas Positives:** "exactly 2:3", "vibrant high-gloss hyperrealistic fantasy"; **Bold layered painting techniques** with **vibrant glossy surface mastery**; **Empowered hyperrealistic character presentation** with **fantasy imagination integration**; **Magazine cover impact** with **bold visual attraction emphasis**; **Pioneer female fantasy perspective** with **strong empowerment character presentation**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Book Cover:** Empowered character prominence with vibrant high-gloss surface emphasis and bold fantasy narrative support, vertical emphasis with empowered subject dominance ≥70%
+
+**Staging:** Subjects positioned within **empowered fantasy scenarios** showing **character strength** and **vibrant high-gloss surface presentation** in **sophisticated fantasy environments**. **Camera/perspective:** **Magazine cover angles** supporting **empowered visual impact** and **strong character presentation**. **Background density:** **Detailed fantasy environments** with **vibrant high-gloss atmospheric effects** and **bold layered painting atmospheric quality**. **Figure:ground:** 70% empowered character, 30% environmental context. **Lighting logic:** vibrant magazine cover lighting with bold atmospheric impact. **Detail:negative space ratio:** optimized for 2:3 empowerment cover format. **Surface Context Anchor:** Vibrant high-gloss illustration surface appropriate to magazine cover fantasy. **Ratio Enforcement Anchor:** Fantasy environments extend naturally within 2:3 ratio while maintaining vibrant high-gloss surface quality and empowered character impact.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** allow - **Essential** for magazine cover illustration tradition; **allow embedded text** for **fantasy magazine cover purposes**.
+
+**Ratio-Appropriate Zones:** Magazine composition optimized for 2:3 aspect ratio with **cover design text integration**
+
+**Copy limits:** ≤4 words/line for **magazine titles**, ≤6 coverlines positioned within **cover composition**
+
+**Font recommendation:** **Closest Google Font: Orbitron (sci-fi magazine analog, 75%). Better: Magazine display fonts appropriate to fantasy/sci-fi cover design.**
+
+**Format-Specific Text Rules:**
+
+- **Magazine cover mode:** mandatory text integration, publication > feature hierarchy, fantasy magazine typography
+
+**Historical accuracy:** fonts must support fantasy/sci-fi magazine aesthetics without breaking vibrant high-gloss surface presentation.
+
+------
diff --git a/styles/fantasy_illustration/todd_lockwood_dragon_epic.md b/styles/fantasy_illustration/todd_lockwood_dragon_epic.md
new file mode 100644
index 0000000..edb1033
--- /dev/null
+++ b/styles/fantasy_illustration/todd_lockwood_dragon_epic.md
@@ -0,0 +1,95 @@
+---
+id: todd_lockwood_dragon_epic
+group: Fantasy Illustration
+movement: Contemporary Dragon Illustration
+artist: Todd Lockwood
+display_name: Todd Lockwood — Dragon Mastery Epic Fantasy
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Lockwood’s bestselling dragon plates lock into vertical 2:3 so the wings and
+  rider read cleanly.
+modes:
+  - Dragon Mastery
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Todd Lockwood paints dragons as plausible biology—wing tendons, gleaming
+  scales, and knightly tack engineered to fly. His compositions are cinematic
+  yet readable. We honor that naturalistic grandeur while introducing new
+  flights, riders, and battlefield weather.
+hero_image: null
+---
+
+# Todd Lockwood Style - Dragon Mastery Epic Fantasy
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 epic fantasy format** - ignore source image dimensions completely. **CRITICAL ANATOMICAL DETAIL DOMINANCE:** Todd Lockwood's meticulous individual scale rendering overrides ALL simplified creature design, digital smoothness, and generic fantasy rendering. **COMPLETE TRADITIONAL ILLUSTRATION WITH BIOLOGICAL PRECISION REQUIRED.** **Redraw command:** "Transform subject into authentic **Todd Lockwood anatomical dragon mastery** for **exact 2:3 format specification** - NOT simplified creatures, digital smoothness, or generic fantasy art." **Anti-Digital Priority:** **NO digital art smoothness, generic dragon anatomy, or simplified rendering that eliminates individual anatomical detail.** **Completely redraw emphasizing traditional illustration foundation with meticulous biological dragon anatomy.** **Face-Treatment Flag:** `tempera-precise` **Pose Flag:** `power-stance` **Canvas Control Flag:** `adaptive-extend` **Traditional Illustration Medium Enforcement:** **Subject must exhibit traditional illustration quality with individual anatomical precision, not digital or simplified creature design.** **Mode Selector:** [Dragon Mastery] for anatomical detail focus.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (epic fantasy character focus)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with epic fantasy environmental expansion
+- **Spatial Allocation:** Subject positioned for maximum epic impact (dramatic scale with environmental mastery)
+- **Background Treatment:** Extend sophisticated fantasy environments (mountain peaks, magical landscapes, epic vistas) with atmospheric depth and narrative integration
+- **Format Justification:** Lockwood's epic fantasy philosophy requires 2:3 format supporting both intimate creature anatomical focus and vast environmental scope with traditional illustration precision
+## 3) Style Context & Material Authenticity
+
+Todd Lockwood's masterful approach (1994-present) established **dragon anatomical mastery** through **meticulous artistic precision** and **traditional illustration sophistication**. Production method emphasizes **traditional illustration foundation** with **individual scale rendering precision**, **TSR and Wizards of the Coast collaboration**, **biological accuracy emphasis**, and **anatomical creature mastery**. Purpose centers on **epic fantasy storytelling** through **believable dragon anatomy** and **sophisticated environmental integration**. Hallmark motifs include **individual dragon scale definition with biological precision**, **epic fantasy landscapes with atmospheric sophistication**, **anatomical wing membrane accuracy**, **detailed creature physiology rendering**, **narrative composition mastery**, and **traditional illustration surface quality**. Period framing encompasses **classic D&D fantasy settings** with **traditional illustration sophistication** creating **anatomically precise gaming art**. **Tone Tag:** Anatomical epic fantasy mastery.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Traditional illustration line work** with **anatomical precision emphasis** ranging **0.4-1.6 pt** based on **biological detail hierarchy** and **traditional media authenticity**; **meticulous drawing foundation** with **individual anatomical rendering**. **Dragon anatomical precision** with **individual scale definition** and **biological physiological structure**. **Color:** **Rich epic fantasy palette** at **70-85% saturation** with **atmospheric color relationships** and **traditional illustration color harmony**. **Lockwood signature earth tones**: **dragon scale browns (#8b4513, #a0522d)**, **atmospheric sky blues (#4682b4, #5f9ea0)**, **mountain stone grays (#6b7280, #4b5563)**, **warm environmental golds (#d97706, #ea580c)**. **Natural color temperature relationships** with **epic environmental atmospheric integration**. **Texture:** **Traditional illustration surface** with **meticulous anatomical texture precision** and **individual detail rendering**. **Dragon anatomical texture mastery**: **individual scale rendering with dimensional definition**, **wing membrane texture with biological accuracy**, **anatomical muscle structure detail**, **believable creature surface physics**. **Traditional illustration texture variety** throughout. **Detail hierarchy:** **Dragon anatomy** receives **maximum individual detail precision** with **scale-by-scale rendering**, **anatomical elements** with **biological accuracy emphasis**, **epic environments** showing **atmospheric traditional illustration mastery** and **narrative integration**, **creature elements** prioritized for **anatomical storytelling clarity**. **Material simulation:** **Traditional illustration techniques** with **anatomical precision** and **epic fantasy sophistication**. **Creature surface accuracy**: **individual scales, wing membranes, anatomical hide, environmental elements** all with **traditional illustration believability**. **Pose Anchors:** power stance with **epic scale emphasis**. **Scale Hierarchy Anchor:** anatomical proportions with **biological precision emphasis**. **Material Authenticity Anchor:** authentic traditional illustration techniques with individual anatomical detail characteristics. **Period Consistency Anchor:** all elements coherent to traditional fantasy illustration excellence. **Canvas Adaptation Anchor:** Epic fantasy composition extends naturally within 2:3 ratio with anatomical precision and atmospheric traditional illustration mastery.
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix**
+
+- **Adults (female-presenting):** **Epic fantasy styling** with **traditional illustration proportions** and **practical fantasy design**, **anatomically accurate armor** with **protective function** and **traditional detail**, **period fantasy clothing** showing **realistic functionality**, ornament scale **2-3** (heroic accessories, epic jewelry, fantasy design elements); hair & makeup scale **1-2** (heroic styling with **traditional illustration emphasis**); **practical epic footwear** with **fantasy authenticity**.
+- **Adults (male-presenting):** **Heroic fantasy armor** with **traditional illustration accuracy** and **protective design**, **epic proportions** with **anatomical foundation**, **practical fantasy clothing** showing **environmental interaction**; accessories **2-3** pieces (heroic weapons, epic gear, fantasy artifacts); **epic fantasy warrior aesthetic** with **traditional illustration foundation**.
+- **Fabric behavior:** **Traditional illustration fabric physics** with **epic environmental interaction** showing **atmospheric effects** and **realistic wear patterns** within **heroic contexts**.
+- **Wardrobe variation required:** Change garment colors/styles between iterations through epic fantasy palette avoiding identical repetition.
+
+**Prop Selector**
+
+```yaml
+props:
+  common: [anatomically detailed dragon, epic weapon with traditional detail, magical artifact, heroic shield, fantasy tool]
+  occasional: [legendary sword, dragon egg with scale detail, magical orb, epic armor piece, fantasy mount]
+  rare: [ancient dragon with individual scale rendering, legendary artifact, epic magical weapon, heroic treasure]
+  micro: [individual dragon scale, magical gem, heroic symbol, epic detail element]
+  exclusions:
+    - "no simplified or cartoon dragon elements inappropriate to anatomical precision"
+    - "no digital art items that break traditional illustration authenticity"
+    - "no generic fantasy elements that lack individual anatomical detail"
+  dependencies:
+    - "dragon items require individual anatomical accuracy and traditional illustration sophistication"
+    - "epic elements must integrate with anatomical narrative clarity"
+    - "all props must show traditional illustration surface quality"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌘ Canvas Negatives:** "digital art smoothness", "simplified dragon anatomy", "generic fantasy rendering", "blue-dominant coloring"; **NO digital painting techniques that eliminate traditional illustration texture**; **NO simplified creature anatomy that breaks individual detail precision**; **NO generic environmental backgrounds that lack atmospheric sophistication**; **NO smooth surfaces that eliminate traditional illustration authenticity**. **✓ Canvas Positives:** "exactly 2:3", "anatomical dragon mastery"; **Individual scale rendering precision** with **biological accuracy**; **Traditional illustration techniques** with **atmospheric surface quality**; **Epic fantasy environments** with **sophisticated atmospheric integration**; **Anatomical character integration** with **traditional illustration foundation**.
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For 2:3 Epic Fantasy:** Dragon and character prominence with anatomical detail emphasis and epic environmental support, vertical emphasis with creature anatomical focus ≥60%
+
+**Staging:** Subjects positioned within **epic fantasy scenarios** showing **anatomical mastery** and **creature precision** in **sophisticated, detailed fantasy landscapes** with **traditional illustration composition principles**. **Camera/perspective:** **Epic fantasy angles** supporting **dramatic anatomical scale** and **creature detail presentation**. **Background density:** **Sophisticated epic environments** with **atmospheric traditional illustration mastery** and **narrative environmental integration**. **Figure:ground:** 60% creature anatomy, 40% environmental context. **Lighting logic:** epic atmospheric lighting with traditional illustration depth. **Detail:negative space ratio:** optimized for 2:3 anatomical focus format. **Surface Context Anchor:** Traditional illustration surface appropriate to epic fantasy anatomical storytelling. **Ratio Enforcement Anchor:** Epic fantasy environments extend naturally within 2:3 ratio while maintaining anatomical precision focus and traditional illustration excellence.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** omit - **Not authentic** to Lockwood's fine art approach; **omit all embedded text**. Lockwood emphasized **pure visual fantasy storytelling** through **anatomical precision presentation**.
+
+------
diff --git a/styles/golden_age_comics/alex_raymond_elegant_adventure.md b/styles/golden_age_comics/alex_raymond_elegant_adventure.md
new file mode 100644
index 0000000..30c1c3d
--- /dev/null
+++ b/styles/golden_age_comics/alex_raymond_elegant_adventure.md
@@ -0,0 +1,121 @@
+---
+id: alex_raymond_elegant_adventure
+group: Golden Age Comics
+movement: Golden Age Pulp Adventure
+artist: Alex Raymond
+display_name: Alex Raymond — Elegant Adventure Comics
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Raymond composed Flash Gordon spreads across 2:3 covers and 3:4 serial
+  posters—either ratio keeps the rocketships elegant.
+modes:
+  - Adventure Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Alex Raymond staged rocket-age opera with Art Deco anatomy, satin capes, and
+  cliffhanger layouts. His brush lines were as sleek as his rocketships. We
+  revive that pulp glamour with new planets, villains, and imperiled explorers.
+hero_image: null
+---
+
+## Alex Raymond Style - Elegant Adventure Comics Framework
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original space adventure hero** in **Alex Raymond's elegant line art style** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original space adventure character with completely distinct costume design (NO Flash Gordon elements, NO Ming the Merciless references, NO Mongo planet imagery), unique adventure theme, and alternative setting - ZERO resemblance to Flash Gordon universe. **Likeness (style-first):** Identity via **elegant heroic pose/sophisticated expression/adventure readiness stance**; integrate into **sophisticated adventure comic medium** emphasizing **masterful line work** and **Art Deco elegance**. **Face-Treatment Flag:** `pen-crosshatch` with **elegant line precision** **Pose Flag:** `contrapposto` with **sophisticated confidence** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Raymond's elegant precision overrides rough comic art, prioritizing **sophisticated draftsmanship** and **adventure serial elegance**. **Mode Selector:** Sophisticated Space Adventure Comic with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Golden Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with elegant hero prominence and sophisticated adventure environments
+- **Spatial Allocation:** Hero dominance 60-70%, adventure elements 15-20%, typography zones 10-15%, background 5-10%
+- **Background Treatment:** Clean, sophisticated environments that support adventure themes with Art Deco influences
+- **Format Justification:** Comic cover requires elegant layout for sophisticated adventure with integrated futuristic elements
+## 3) Style Context & Material Authenticity
+
+Alex Raymond's masterful style (1934-1946) established **sophisticated adventure comics** through **elegant line art mastery** and **Art Deco design sophistication**. Production method emphasizes **precise pen and ink technique** with **masterful curve construction**, **sophisticated figure proportions**, and **adventure serial storytelling with visual elegance**. **Paper substrate:** **High-quality comic printing with superior line reproduction** creating **crisp line art clarity**. Purpose focuses on **sophisticated adventure entertainment** through **heroic exploration themes** and **elegant visual storytelling** within **premium comic production**. Hallmark motifs include **elegant flowing costumes with Art Deco influences**, **sophisticated figure work with idealized proportions**, **clean adventure environments with futuristic elements**, **masterful line work emphasizing curves and flowing forms**, and **adventure serial scenarios with sophisticated visual presentation**. Period framing encompasses **1930s sophistication** with **Art Deco design ideals** creating **elegant but exciting adventure entertainment**.
+
+**Innovation line:** **Sophisticated line art mastery** / **Adventure serial visual elegance** / **Art Deco comic design integration** / **Raymond's curve construction expertise**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Elegant, flowing weights** at **1.0-2.0 pt** for **character outlines** with **masterful curve construction** and **sophisticated line variation**. **Precise pen and ink technique** with **elegant hatching patterns** and **clean line definition**. **Superior line reproduction** optimized for **crisp comic printing**. **Color:** **Sophisticated adventure palette** with **Art Deco color relationships** - **teals, golds, purples, crisp whites** in **clean color separation**. **Elegant color application** with **precise registration** and **sophisticated color harmonies**. **Texture:** **Clean comic paper** with **superior ink reproduction** and **crisp line clarity**. **Sophisticated surface treatment** with **clean edge registration** and **premium printing quality**. **Detail hierarchy:** **Hero receives masterful line emphasis** with **sophisticated figure construction**, **adventure elements** get **elegant design treatment**, **backgrounds simplified** but **sophisticatedly rendered**, **typography** integrated with **adventure serial appeal**. **Material simulation:** **Premium 1930s comic production** with **superior line art printing** and **crisp reproduction characteristics**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **elegant hero prominence** and **sophisticated adventure visual appeal**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Adventure Hero Design:**
+
+- **Original Space Hero:** **Alternative color schemes** (teal/gold/white, purple/silver/blue, bronze/navy/cream, emerald/gold/black), **unique adventure symbol** (star cluster, planet ring, space compass, cosmic emblem - NO Flash Gordon iconography), **Art Deco costume design** (streamlined uniform, elegant cape, sophisticated tunic, adventure gear), **sophisticated styling** appropriate to **elegant adventure**, **clean geometric design** with **Raymond's Art Deco aesthetic**; accessories maximum **1-2** adventure items.
+
+**Supporting Character Wardrobe:**
+
+- **Adventure companions:** **1930s sophisticated attire** with **Art Deco styling** and **adventure practicality**
+- **Futuristic beings:** **Elegant alien design** with **sophisticated technology themes**
+- **Authority figures:** **Clean futuristic uniforms**, **sophisticated leadership styling**, **elegant presentation**
+
+**Prop Selector**
+
+```yaml
+vertex_adventure_props:
+  space_adventure: [ray guns, space vehicles, exploration gear, communication devices]
+  futuristic_objects: [sophisticated technology, elegant spacecraft, adventure equipment, exploration tools]
+  adventure_elements: [rescue scenarios, exploration missions, heroic intervention, discovery themes]
+  sophisticated_environment: [Art Deco architecture, elegant futuristic cities, sophisticated technology, clean adventure settings]
+  exploration_effects: [space phenomena, adventure demonstrations, elegant technology displays, discovery moments]
+  micro_details: [adventure badges, sophisticated insignia, elegant accessories, Art Deco elements]
+  exclusions:
+    - "no Flash Gordon universe iconography"
+    - "no Ming the Merciless or Mongo planet elements"
+    - "no existing King Features character references"
+    - "no direct Raymond character adaptations"
+    - "no rough art style that eliminates elegant sophistication"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "rough comic art", "crude line work", "Flash Gordon costume elements", "Ming the Merciless imagery", "Mongo planet references", "King Features character elements", "photorealistic rendering", "digital painting effects"; **NO Flash Gordon, Dale Arden, or any King Features character elements**; **NO rough art style that eliminates Raymond's elegant precision**; **NO modern digital effects that remove line art clarity**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original space hero", "Alex Raymond elegant line art", "sophisticated pen and ink technique", "Art Deco design influences", "elegant adventure themes", "sophisticated heroic presentation", "clean line art reproduction quality".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 10-15% for **elegant "VERTEX COMICS"** with **sophisticated adventure theme**
+- **Hero prominence:** Central 60-70% featuring original space hero in elegant adventure demonstration
+- **Sophisticated atmosphere:** Clean, Art Deco influenced environment with elegant futuristic appeal
+- **Adventure context:** Clear space exploration heroics appropriate to sophisticated entertainment
+- **Typography integration:** Space for elegant story elements and sophisticated cover information
+
+**Period-Accurate Environment:** **1930s Art Deco influenced futuristic setting** with **clean architectural elements**, **sophisticated technology**, **elegant adventure elements**, and **sophisticated exploration contexts**. **Surface Context Anchor:** Premium comic paper with superior line art printing appropriate to 1930s sophisticated comic production. **Frame/Band Anchor:** Elegant comic cover border - sophisticated frame typical of premium adventure publications. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated sophisticated adventure and elegant typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic adventure serial comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Elegant "VERTEX COMICS"** with **sophisticated adventure styling** (closest Google Font: Cinzel or Playfair Display)
+- **Issue information:** "No. [X]" and "15¢" pricing in **elegant 1930s comic styling**
+- **Story elements:** 1-2 **sophisticated coverlines** (e.g., "Elegant Adventures Begin!", "Sophisticated Space Exploration!")
+- **Publisher credit:** "Vertex Comics Publications" in **elegant, readable text**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Elegant, sophisticated lettering** appropriate to **premium adventure entertainment**
+- **Cover text:** **Sophisticated geometric style** or closest approximation: **Cinzel, Playfair Display, or Cormorant Garamond**
+- **Color schemes:** **Sophisticated combinations** (gold on teal, white on purple) for **elegant appeal**
+- **Layout optimization:** Designed for 2:3 format with **sophisticated adventure hierarchy**
+
+**Historical Accuracy:** Typography must match 1930s premium comic conventions with period pricing, sophisticated production values, and elegant entertainment styling appropriate to sophisticated space adventure comics.
+
+------
diff --git a/styles/golden_age_comics/bob_kane_vigilante_iconography.md b/styles/golden_age_comics/bob_kane_vigilante_iconography.md
new file mode 100644
index 0000000..811d4a8
--- /dev/null
+++ b/styles/golden_age_comics/bob_kane_vigilante_iconography.md
@@ -0,0 +1,121 @@
+---
+id: bob_kane_vigilante_iconography
+group: Golden Age Comics
+movement: Golden Age Urban Vigilantism
+artist: Bob Kane
+display_name: Bob Kane — Early Vigilante Iconography
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Stick to 2:3 or 3:4 so the noir skyline, masthead, and moonlit hero all lock
+  into the early-1940s cover grid.
+modes:
+  - Noir Vigilante Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Bob Kane’s early vigilante covers mixed crude geometry, moonlit gargoyles, and
+  four-color printing quirks. The mood was half pulp thriller, half children’s
+  adventure. We retain that angular drama while introducing a wholly original
+  shadow guardian.
+hero_image: null
+---
+
+## Bob Kane Style - Early Batman Iconography (Original Character Framework)
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original dark vigilante hero** in **Bob Kane's early comic book style** for **exact Nano Comics cover format**." **IP Safeguard:** Create original vigilante character with distinct costume design (avoid all bat iconography), unique symbol, different cape style, and alternative color scheme - NO resemblance to Batman/Bruce Wayne. **Likeness (style-first):** Identity via **dramatic vigilante pose/stern expression/urban crime-fighter stance**; integrate into **early Golden Age comic medium** emphasizing **angular simplicity** and **crude but effective storytelling**. **Face-Treatment Flag:** `poster-ink` with **rough halftone patterns** **Pose Flag:** `power-stance` with **vigilante authority** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Bob Kane's foundational approach overrides polished art, prioritizing **angular geometry** and **immediate dramatic impact**. **Mode Selector:** Dark Vigilante Comic Cover with Nano Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Golden Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with vigilante prominence and dramatic urban setting
+- **Spatial Allocation:** Hero dominance 55-65%, typography zones 15-20%, background 20-25%
+- **Background Treatment:** Simple urban night scenes with noir atmosphere and space for cover elements
+- **Format Justification:** Comic cover requires vertical emphasis for newsstand appeal with dramatic vigilante positioning
+## 3) Style Context & Material Authenticity
+
+Bob Kane's pioneering work (1939-1943) established **dark vigilante comic aesthetics** through **angular character design** and **simplified noir atmosphere**. Production method emphasizes **crude but effective linework** with **geometric character construction**, **basic anatomical interpretation**, and **dramatic pose emphasis over realistic detail**. **Paper substrate:** **Rough newsprint with heavy ink absorption** creating **bold contrast effects**. Purpose focuses on **urban crime drama** through **vigilante justice themes** and **noir-influenced atmosphere** within **accessible comic format**. Hallmark motifs include **dramatic cape poses against night skylines**, **angular character silhouettes with geometric construction**, **simple urban environments emphasizing mood**, **bold contrast between light and shadow**, and **crime-fighting scenarios with clear moral authority**. Period framing encompasses **1940s urban noir** with **vigilante justice ideals** creating **dramatic but straightforward storytelling**.
+
+**Innovation line:** **Dark vigilante archetype establishment** / **Urban noir comic integration** / **Dramatic silhouette emphasis** / **Kane's angular geometric style**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Angular, geometric weights** at **2.5-3.5 pt** for **character outlines** with **crude but bold construction** and **limited anatomical accuracy**. **Simple shading patterns** with **basic crosshatching** and **bold contrast areas**. **Rough halftone reproduction** at **65-75 LPI** appropriate to **1940s newsprint**. **Color:** **Dark palette dominance** with **high contrast combinations** - **deep blues, blacks, yellows** in **four-color process**. **Limited color sophistication** with **bold primary relationships** and **basic color separation**. **Texture:** **Heavy newsprint grain** with **ink bleeding effects** and **rough paper absorption patterns**. **Basic color registration** with **visible cyan/magenta/yellow/black offset**. **Detail hierarchy:** **Hero receives maximum line emphasis** with **dramatic pose priority**, **background simplified** to **essential noir elements**, **typography integrated** with **period-appropriate boldness**. **Material simulation:** **Early 1940s comic production** with **four-color limitations** and **newsprint substrate characteristics**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **vigilante prominence** and **urban noir atmosphere**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Vigilante Design:**
+
+- **Original Dark Hero:** **Alternative color schemes** (deep purple/silver, dark green/gold, navy/bronze, maroon/gray), **unique symbol design** (shield, star, geometric pattern - NO bat elements), **cape alternative** (short cloak, hooded design, or minimal cape), **mask design** avoiding bat-ears (domino mask, hood, helmet variations), **utility belt** with **period-appropriate gear**, **fitted but practical costume** appropriate to **vigilante activities**; accessories maximum **1-2** pieces.
+
+**Supporting Character Wardrobe:**
+
+- **Urban criminals:** **1940s gangster attire** with **suits, fedoras, overcoats**, **period-appropriate criminal styling**
+- **Citizens:** **1940s urban clothing** with **working-class emphasis** and **noir atmosphere support**
+- **Authority figures:** **Period police uniforms**, **detective clothing**, **municipal officials**
+
+**Prop Selector**
+
+```yaml
+nano_vigilante_props:
+  crime_fighting: [grappling device, non-lethal weapons, investigation tools, urban mobility gear]
+  urban_environment: [fire escapes, building ledges, city rooftops, alley elements]
+  criminal_elements: [1940s vehicles, period weapons, urban crime scenarios, noir lighting]
+  investigation: [evidence materials, documents, period technology, detective equipment]
+  original_gear: [unique vigilante equipment, custom crime-fighting tools, signature accessories]
+  micro_details: [cape clasp alternatives, belt components, mask elements, costume hardware]
+  exclusions:
+    - "no bat-themed elements whatsoever"
+    - "no Batman universe iconography"
+    - "no modern technology inappropriate to 1940s"
+    - "no existing DC Comics visual references"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "modern comic sophistication", "realistic anatomy detail", "Batman costume elements", "bat iconography", "sophisticated shading techniques", "smooth digital rendering", "perfect anatomical proportions"; **NO Batman, Robin, or DC Comics character elements**; **NO polished art style that eliminates Kane's crude geometric approach**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Nano Comics original vigilante", "Bob Kane angular geometry", "crude but effective linework", "four-color newsprint printing", "1940s urban noir atmosphere", "original dark hero design", "geometric character construction".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for "NANO COMICS" title treatment with vigilante theme
+- **Hero prominence:** Central 55-65% featuring original vigilante in dramatic urban pose
+- **Noir atmosphere:** Urban night setting with dramatic lighting and shadow contrast
+- **Action context:** Clear vigilante activity appropriate to cover format
+- **Typography integration:** Space for issue information and story elements
+
+**Period-Accurate Environment:** **1940s urban noir setting** with **simple building silhouettes**, **dramatic lighting effects**, **basic architectural elements**, and **crime-fighting context appropriate to vigilante themes**. **Surface Context Anchor:** Newsprint comic book with four-color printing and rough paper texture appropriate to early 1940s production. **Frame/Band Anchor:** Standard comic cover border - thin black frame typical of Golden Age publications. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated vigilante drama and typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Golden Age comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** "VERTEX COMICS" with vigilante-themed styling (closest Google Font: Anton or Bebas Neue)
+- **Issue information:** "No. [X]" and "10¢" pricing in 1940s comic styling
+- **Story elements:** 1-2 noir-themed coverlines (e.g., "Crime Stalks the Night!", "Justice in the Shadows!")
+- **Publisher credit:** "Vertex Comics Publications" in small text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** Bold, dramatic lettering appropriate to vigilante theme
+- **Cover text:** Hand-lettered style or closest approximation: Anton, Bebas Neue, or Impact
+- **Color schemes:** High contrast (white/yellow on dark backgrounds) for noir atmosphere
+- **Layout optimization:** Designed for 2:3 format with proper dramatic hierarchy
+
+**Historical Accuracy:** Typography must match early 1940s comic conventions with period pricing, issue formats, and publisher styling appropriate to vigilante comics.
+
+------
diff --git a/styles/golden_age_comics/carmine_infantino_speed_dynamics.md b/styles/golden_age_comics/carmine_infantino_speed_dynamics.md
new file mode 100644
index 0000000..d1f9d2e
--- /dev/null
+++ b/styles/golden_age_comics/carmine_infantino_speed_dynamics.md
@@ -0,0 +1,121 @@
+---
+id: carmine_infantino_speed_dynamics
+group: Golden Age Comics
+movement: Silver Age Kinetic Superheroes
+artist: Carmine Infantino
+display_name: Carmine Infantino — Dynamic Speed Dynamics
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Flash-inspired compositions use 2:3 for newsstands or 3:4 for showcase
+  issues—both support the motion blur storytelling.
+modes:
+  - Speedster Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Carmine Infantino choreographed speed—tilted skylines, zip-ribbon motion
+  trails, and bold typography racing off the page. We harness that kinetic
+  energy for a totally new speedster mythos and headline layout.
+hero_image: null
+---
+
+## Carmine Infantino Style - Dynamic Silver Age Comics Framework
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original speed-powered hero** in **Carmine Infantino's dynamic Silver Age style** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original speedster character with completely distinct costume design (NO lightning bolt symbols, NO red/yellow combinations, NO Flash costume elements, NO Barry Allen references), unique speed theme, and alternative power visualization - ZERO resemblance to Flash universe. **Likeness (style-first):** Identity via **dynamic speed pose/geometric motion lines/Silver Age heroic stance**; integrate into **commercial art influenced comic medium** emphasizing **geometric precision** and **dynamic motion graphics**. **Face-Treatment Flag:** `poster-ink` with **commercial art precision** **Pose Flag:** `candid-motion` with **dynamic speed** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Infantino's geometric precision overrides rough comic art, prioritizing **commercial art clarity** and **dynamic motion design**. **Mode Selector:** Dynamic Speed Hero Comic with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Silver Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with dynamic speed hero prominence and geometric motion environments
+- **Spatial Allocation:** Hero dominance 55-65%, speed effects/motion lines 20-25%, typography zones 10-15%, background 5-10%
+- **Background Treatment:** Clean, geometric environments that support speed themes with commercial art influences
+- **Format Justification:** Comic cover requires dynamic layout for speed appeal with integrated motion graphics
+## 3) Style Context & Material Authenticity
+
+Carmine Infantino's influential style (1956-1970s) established **dynamic Silver Age comic aesthetics** through **geometric commercial art precision** and **motion-focused visual design**. Production method emphasizes **clean commercial art technique** with **geometric figure construction**, **bold graphic design elements**, and **speed-oriented visual storytelling with commercial art sophistication**. **Paper substrate:** **High-quality Silver Age printing with superior color registration** creating **clean graphic reproduction**. Purpose focuses on **dynamic superhero entertainment** through **speed-powered adventure themes** and **geometric visual storytelling** within **premium Silver Age comic production**. Hallmark motifs include **dynamic speed lines and motion blur effects**, **geometric figure work with elongated proportions**, **bold graphic design elements with commercial art precision**, **angular panel layouts and dynamic compositions**, and **speed-powered scenarios with geometric visual presentation**. Period framing encompasses **1950s-60s optimism** with **commercial art design ideals** creating **dynamic but sophisticated entertainment**.
+
+**Innovation line:** **Commercial art comic integration** / **Dynamic motion graphics mastery** / **Geometric character design** / **Infantino's speed visualization expertise**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Clean, geometric weights** at **1.5-2.5 pt** for **character outlines** with **commercial art precision** and **dynamic angular construction**. **Sharp, defined line technique** with **geometric motion effects** and **clean edge definition**. **Superior reproduction quality** optimized for **Silver Age comic printing**. **Color:** **Dynamic Silver Age palette** with **bold graphic relationships** - **blues, greens, purples, oranges** in **clean commercial color application**. **Speed effect colors** with **motion blur gradients** and **dynamic color schemes**. **Texture:** **Clean Silver Age printing** with **superior color registration** and **sharp graphic clarity**. **Commercial art surface treatment** with **precise edge registration** and **premium printing quality**. **Detail hierarchy:** **Speed hero receives geometric line emphasis** with **dynamic figure construction**, **motion effects** get **bold graphic treatment**, **backgrounds simplified** but **precisely rendered**, **typography** integrated with **commercial design appeal**. **Material simulation:** **Premium Silver Age comic production** with **superior printing** and **clean reproduction characteristics**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **dynamic speed hero prominence** and **geometric motion visual appeal**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Speed Hero Design:**
+
+- **Original Speedster:** **Alternative color schemes** (blue/silver/white, green/gold/black, purple/orange/cream, teal/bronze/yellow), **unique speed symbol** (wind patterns, motion spirals, velocity arrows, kinetic emblem - NO lightning bolt imagery), **streamlined costume design** (aerodynamic suit, speed-focused styling, geometric patterns, commercial art influenced design), **dynamic styling** appropriate to **speed-powered adventure**, **clean geometric design** with **Infantino's commercial art aesthetic**; accessories maximum **1-2** speed items.
+
+**Supporting Character Wardrobe:**
+
+- **Speed companions:** **1950s-60s civilian attire** with **commercial art styling** and **dynamic presentation**
+- **Scientists/Allies:** **Clean professional clothing** with **Silver Age optimism themes**
+- **Authority figures:** **Period appropriate uniforms**, **dynamic leadership styling**, **geometric presentation**
+
+**Prop Selector**
+
+```yaml
+vertex_speed_props:
+  speed_powers: [velocity trails, motion blur effects, speed demonstrations, kinetic energy displays]
+  scientific_objects: [speed measurement devices, kinetic equipment, velocity instruments, motion analyzers]
+  adventure_elements: [rescue scenarios, speed missions, heroic intervention, dynamic action]
+  geometric_environment: [commercial art architecture, clean Silver Age settings, dynamic technology, precise design elements]
+  motion_effects: [speed lines, velocity blurs, kinetic displays, dynamic demonstrations]
+  micro_details: [speed badges, geometric insignia, dynamic accessories, commercial art elements]
+  exclusions:
+    - "no Flash universe iconography"
+    - "no lightning bolt symbols or electrical themes"
+    - "no red/yellow costume combinations"
+    - "no Barry Allen or DC Comics character references"
+    - "no rough art style that eliminates geometric precision"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "rough comic art", "crude line work", "Flash costume elements", "lightning bolt imagery", "Barry Allen references", "DC Comics character elements", "painterly rendering", "rough sketch effects"; **NO Flash, Iris West, or any DC Comics character elements**; **NO rough art style that eliminates Infantino's commercial precision**; **NO effects that remove geometric clarity**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original speedster", "Carmine Infantino geometric precision", "dynamic commercial art technique", "clean Silver Age design influences", "speed-focused themes", "geometric heroic presentation", "clean graphic reproduction quality".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **dynamic speed theme** and **geometric design integration**
+- **Speed hero prominence:** Central 55-65% featuring original speedster in dynamic motion demonstration
+- **Geometric atmosphere:** Clean, commercial art influenced environment with dynamic design appeal
+- **Speed context:** Clear velocity-powered heroics appropriate to dynamic entertainment
+- **Motion graphics integration:** **Speed lines and motion effects** integrated with cover design
+
+**Period-Accurate Environment:** **1950s-60s Silver Age influenced setting** with **clean architectural elements**, **geometric design**, **dynamic technology elements**, and **speed-focused heroic contexts**. **Surface Context Anchor:** Premium Silver Age comic with superior printing appropriate to commercial art influenced comic production. **Frame/Band Anchor:** Dynamic comic cover layout - geometric framing typical of Infantino's commercial design approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated speed motion and geometric typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Silver Age comic cover format with commercial design integration.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **commercial design styling** and **geometric integration** (closest Google Font: Oswald or Bebas Neue)
+- **Issue information:** "No. [X]" and "12¢" pricing in **bold Silver Age comic styling**
+- **Story elements:** 1-2 **dynamic coverlines** (e.g., "Dynamic Speed Adventures!", "Velocity-Powered Action!")
+- **Publisher credit:** "Vertex Comics Publications" in **commercial design typography**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, geometric lettering** with **commercial art precision**
+- **Cover text:** **Commercial design style** or closest approximation: **Oswald, Bebas Neue, or Anton**
+- **Color schemes:** **Dynamic combinations** (white on blue, yellow on purple) for **speed appeal**
+- **Geometric integration:** Typography designed with **commercial art precision** for dynamic visual impact
+
+**Historical Accuracy:** Typography must match Silver Age comic conventions with period pricing, commercial design values, and geometric styling appropriate to speed-powered adventure comics with Infantino's commercial art design influence.
+
+------
diff --git a/styles/golden_age_comics/cc_beck_clean_superhero.md b/styles/golden_age_comics/cc_beck_clean_superhero.md
new file mode 100644
index 0000000..08463f9
--- /dev/null
+++ b/styles/golden_age_comics/cc_beck_clean_superhero.md
@@ -0,0 +1,122 @@
+---
+id: cc_beck_clean_superhero
+group: Golden Age Comics
+movement: Golden Age Family Superhero
+artist: C. C. Beck
+display_name: C. C. Beck — Clean Golden Age Superhero
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Choose 2:3 for rack appeal or 3:4 for treasury reprints—either matches Beck’s
+  clean panel ratios.
+modes:
+  - Optimistic Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  C. C. Beck rendered heroes like friendly icons—smooth curves, pristine colors,
+  and wide-open smiles aimed at every kid on the newsstand. We echo that
+  geometric clarity and wholesome energy while debuting a brand-new
+  lightning-free champion.
+hero_image: null
+---
+
+## C.C. Beck Style - Clean Golden Age Superhero Framework
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original superhero** in **C.C. Beck's clean Golden Age style** for **exact Nano Comics cover format**." **IP Safeguard:** Create original superhero character with completely distinct costume design (NO lightning bolts, NO red/gold combinations, NO cape resembling Captain Marvel), unique chest symbol, and alternative color scheme - ZERO resemblance to Captain Marvel/Billy Batson/Shazam family. **Likeness (style-first):** Identity via **clean heroic pose/confident smile/superhero demonstration**; integrate into **family-friendly Golden Age comic medium** emphasizing **geometric precision** and **optimistic heroism**. **Face-Treatment Flag:** `poster-ink` with **clean color separation** **Pose Flag:** `power-stance` with **friendly confidence** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Beck's clean precision overrides rough comic art, prioritizing **geometric accuracy** and **wholesome superhero adventure**. **Mode Selector:** Clean Superhero Comic with Nano Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Golden Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with superhero prominence and clean urban environments
+- **Spatial Allocation:** Hero dominance 55-65%, action/power demonstration 15-20%, typography zones 15-20%, background 5-10%
+- **Background Treatment:** Clean, simple urban or everyday environments that support heroic themes
+- **Format Justification:** Comic cover requires clean layout for family appeal with integrated superhero action
+## 3) Style Context & Material Authenticity
+
+C.C. Beck's revolutionary clean style (1940-1953) established **precision superhero art** through **geometric character construction** and **wholesome heroic adventure**. Production method emphasizes **smooth, controlled linework** with **precise anatomical proportions**, **bright optimistic color schemes**, and **family-friendly superhero scenarios**. **Paper substrate:** **High-quality newsprint with superior ink registration** creating **clean color reproduction**. Purpose focuses on **wholesome family entertainment** through **superhero wish-fulfillment** and **optimistic heroic ideals** within **quality comic production**. Hallmark motifs include **superhero power demonstrations in everyday contexts**, **clean geometric character designs with friendly expressions**, **bright primary color schemes emphasizing heroism**, **simple but effective backgrounds supporting heroic themes**, and **family-friendly adventure scenarios with clear moral authority**. Period framing encompasses **1940s optimism** with **superhero escapism ideals** creating **wholesome but exciting entertainment**.
+
+**Innovation line:** **Clean comic art precision** / **Family-friendly superhero archetype** / **Geometric character mastery** / **Beck's wholesome heroic aesthetic**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Clean, precise weights** at **1.5-2.5 pt** for **character outlines** with **geometric accuracy** and **smooth curve construction**. **Controlled line variation** with **precise anatomical rendering** and **clean edge definition**. **Superior halftone reproduction** at **85-100 LPI** for **high-quality comic production**. **Color:** **Bright superhero palette** with **high saturation optimistic schemes** - **blues, greens, purples, oranges** in **clean four-color process**. **Smooth color gradients** with **precise registration** and **heroic color relationships**. **Texture:** **Clean newsprint** with **minimal grain** and **precise ink reproduction**. **Smooth color application** with **clean edge registration** and **superior printing quality**. **Detail hierarchy:** **Hero receives clean line emphasis** with **precise geometric construction**, **superhero costume** gets **bold color treatment**, **backgrounds simplified** but **cleanly rendered**, **typography** integrated with **family-friendly appeal**. **Material simulation:** **High-quality 1940s comic production** with **superior four-color printing** and **clean newsprint characteristics**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **superhero prominence** and **family-friendly visual appeal**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Superhero:** **Alternative color schemes** (blue/silver/white, green/purple/yellow, orange/blue/black, purple/gold/white), **unique chest symbol** (star, shield, geometric emblem, letter design - NO lightning imagery), **simple cape design** (short cape, shoulder cape, or no cape), **clean costume design** (tunic/trunks, fitted uniform, simple heroic styling), **family-friendly heroic appearance** appropriate to **wholesome adventure**, **clean geometric design** with **Beck's precision aesthetic**; accessories maximum **1-2** heroic items.
+
+**Supporting Character Wardrobe:**
+
+- **Civilians:** **1940s family attire** with **clean, wholesome styling** and **optimistic presentation**
+- **Criminals:** **Simple 1940s criminal styling** with **family-appropriate threat level**
+- **Authority figures:** **Clean period uniforms**, **helpful adult characters**, **positive role models**
+
+**Prop Selector**
+
+```yaml
+nano_superhero_props:
+  superhero_powers: [strength demonstration, flight display, heroic rescue, power exhibition]
+  heroic_objects: [heroic equipment, crime-fighting tools, rescue gear, superhero accessories]
+  adventure_elements: [rescue scenarios, heroic intervention, problem-solving, moral demonstration]
+  wholesome_environment: [clean urban settings, everyday locations, family-friendly contexts, optimistic scenarios]
+  superhero_effects: [power displays, heroic action, clean energy effects, positive demonstrations]
+  micro_details: [costume symbols, heroic emblems, belt accessories, family-friendly elements]
+  exclusions:
+    - "no Captain Marvel/Shazam family iconography"
+    - "no lightning bolts or electrical themes"
+    - "no red/gold costume combinations"
+    - "no DC Comics character elements"
+    - "no fantasy/mystical elements inappropriate to superhero genre"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "rough comic art", "dark themes", "Captain Marvel costume elements", "lightning bolt imagery", "Shazam family iconography", "red and gold color combinations", "rough line work", "fantasy/mystical themes"; **NO Captain Marvel, Billy Batson, or any DC magical character elements**; **NO rough art style that eliminates Beck's clean precision**; **NO fantasy elements that remove superhero context**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Nano Comics original superhero", "C.C. Beck clean precision", "smooth geometric line work", "bright superhero colors", "family-friendly heroic adventure", "wholesome superhero themes", "clean four-color printing quality".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for "NANO COMICS" with superhero adventure theme
+- **Hero prominence:** Central 55-65% featuring original superhero in clean heroic demonstration
+- **Heroic atmosphere:** Bright, optimistic superhero environment with family-friendly appeal
+- **Adventure context:** Clear superhero heroics appropriate to wholesome entertainment
+- **Typography integration:** Space for family-friendly story elements and cover information
+
+**Period-Accurate Environment:** **1940s wholesome urban setting** with **clean architectural elements**, **bright atmospheric effects**, **superhero adventure elements**, and **family-friendly heroic contexts**. **Surface Context Anchor:** High-quality newsprint comic with superior four-color printing appropriate to 1940s premium comic production. **Frame/Band Anchor:** Clean comic cover border - precise black frame typical of quality Golden Age publications. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated superhero action and family-friendly typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Golden Age premium comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Large, prominent "VERTEX COMICS"** with **bold superhero adventure styling** taking **20-25% of cover space** (closest Google Font: Fredoka One or Nunito)
+- **Issue information:** **Bold "No. [X]" and "10¢" pricing** in **prominent, readable 1940s comic styling**
+- **Story elements:** **2-3 large, prominent family-friendly coverlines** (e.g., "Heroic Adventures Begin!", "Super-Powered Action!", "Community Heroes!") **integrated with art composition**
+- **Publisher credit:** **"Vertex Comics Publications"** in **clean, prominent text**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Large, bold, cheerful lettering** appropriate to **wholesome family entertainment** with **newsstand visibility**
+- **Cover text:** **Bold geometric style** or closest approximation: **Fredoka One, Nunito, or Comfortaa** at **large, readable sizes**
+- **Color schemes:** **High-contrast bright combinations** (white on blue, yellow on red, blue on yellow) for **family appeal and newsstand visibility**
+- **Layout optimization:** **Typography designed as prominent visual element** for 2:3 format with **wholesome superhero hierarchy**
+
+**Historical Accuracy:** Typography must match early 1940s premium comic conventions with period pricing, quality production values, and family-friendly entertainment styling appropriate to wholesome superhero adventure comics.
+
+------
diff --git a/styles/golden_age_comics/jack_cole_cartoon_comedy.md b/styles/golden_age_comics/jack_cole_cartoon_comedy.md
new file mode 100644
index 0000000..bcd2114
--- /dev/null
+++ b/styles/golden_age_comics/jack_cole_cartoon_comedy.md
@@ -0,0 +1,119 @@
+---
+id: jack_cole_cartoon_comedy
+group: Golden Age Comics
+movement: Golden Age Cartoon Surrealism
+artist: Jack Cole
+display_name: Jack Cole — Cartoon Comedy Comics
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Cole’s Plastic Man antics fill 2:3 covers and 3:4 humor supplements—choose
+  whichever best houses the stretching gag.
+modes:
+  - Comedy Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Jack Cole bent anatomy into slapstick origami—elastic heroes, rubber physics,
+  and candy-colored chaos. We channel that anything-goes elasticity with new
+  comedic crime scenes and headline puns.
+hero_image: null
+---
+
+## Jack Cole Style - Cartoon Comedy Comics Framework
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original shape-shifting comedy hero** in **Jack Cole's zany cartoon style** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original stretchy character with completely distinct design (NO red/yellow/black combinations, NO goggles, NO Plastic Man costume elements, NO Eel O'Brian references), unique transformation abilities, and alternative comedy theme - ZERO resemblance to Plastic Man universe. **Likeness (style-first):** Identity via **zany transformation pose/cartoon exaggeration/slapstick comedy stance**; integrate into **cartoon comedy comic medium** emphasizing **extreme exaggeration** and **slapstick humor**. **Face-Treatment Flag:** `poster-ink` with **cartoon exaggeration** **Pose Flag:** `gestural-fluid` with **impossible transformations** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Cole's cartoon exaggeration overrides realistic comic art, prioritizing **zany humor** and **impossible physics**. **Mode Selector:** Cartoon Comedy Comic with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Golden Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with zany character prominence and cartoon comedy environments
+- **Spatial Allocation:** Comedy hero dominance 60-70%, transformation effects 15-20%, slapstick elements 10-15%, typography zones 10-15%
+- **Background Treatment:** Simple, cartoon-like environments that support comedy themes without visual competition
+- **Format Justification:** Comic cover requires zany layout for comedy appeal with integrated slapstick elements
+## 3) Style Context & Material Authenticity
+
+Jack Cole's revolutionary cartoon style (1941-1950) established **zany comedy comic aesthetics** through **extreme cartoon exaggeration** and **slapstick visual storytelling**. Production method emphasizes **bold cartoon technique** with **impossible physics demonstration**, **wild color schemes**, and **comedy-focused scenarios with cartoon logic**. **Paper substrate:** **Standard comic printing with bold cartoon color reproduction** creating **bright comedy effects**. Purpose focuses on **slapstick comedy entertainment** through **transformation humor themes** and **cartoon visual storytelling** within **comedy comic production**. Hallmark motifs include **impossible body transformations with cartoon physics**, **extreme cartoon exaggeration with wild proportions**, **slapstick comedy scenarios with visual humor**, **bold cartoon color schemes emphasizing fun**, and **transformation-based comedy with impossible situations**. Period framing encompasses **1940s cartoon humor** with **slapstick comedy ideals** creating **zany but family-friendly entertainment**.
+
+**Innovation line:** **Cartoon comedy comic mastery** / **Transformation humor expertise** / **Slapstick visual storytelling** / **Cole's impossible physics visualization**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Bold, cartoonish weights** at **2.0-4.0 pt** for **character outlines** with **extreme cartoon variation** and **exaggerated construction**. **Wild cartoon technique** with **impossible curve rendering** and **cartoon edge definition**. **Bold comic reproduction** optimized for **cartoon comedy printing**. **Color:** **Bright cartoon palette** with **zany color relationships** - **oranges, purples, greens, bright blues** in **bold cartoon application**. **Cartoon color schemes** with **exaggerated saturation** and **comedy-appropriate color combinations**. **Texture:** **Bold comic printing** with **cartoon color clarity** and **bright reproduction emphasis**. **Cartoon surface treatment** with **simple color application** and **comedy-focused color effects**. **Detail hierarchy:** **Comedy hero receives extreme cartoon emphasis** with **impossible transformation construction**, **slapstick elements** get **bold cartoon treatment**, **backgrounds simplified** for **comedy focus**, **typography** integrated with **cartoon comedy appeal**. **Material simulation:** **1940s cartoon comic production** with **bold color printing** and **cartoon reproduction characteristics**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **zany comedy hero prominence** and **cartoon visual impact**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Shape-Shifting Hero Design:**
+
+- **Original Stretchy Hero:** **Alternative color schemes** (blue/orange/white, green/purple/yellow, teal/pink/cream, purple/lime/silver), **unique transformation symbol** (spiral patterns, stretch marks, morph designs, elasticity emblem - NO Plastic Man iconography), **cartoon costume design** (simple uniform, stretchy outfit, comedy styling, cartoon-appropriate design), **zany styling** appropriate to **transformation comedy**, **cartoon exaggerated design** with **Cole's slapstick aesthetic**; accessories maximum **1-2** comedy items.
+
+**Supporting Character Wardrobe:**
+
+- **Comedy civilians:** **1940s cartoon attire** with **exaggerated styling** and **slapstick presentation**
+- **Cartoon criminals:** **Exaggerated villain clothing** with **comedy-appropriate styling**
+- **Authority figures:** **Cartoon police uniforms**, **exaggerated official dress**, **comedy presentation**
+
+**Prop Selector**
+
+```yaml
+vertex_comedy_props:
+  transformation_effects: [impossible stretches, wild shapes, cartoon physics, elasticity displays]
+  slapstick_objects: [banana peels, comedy weapons, cartoon gadgets, humor devices]
+  comedy_elements: [pratfall scenarios, visual gags, transformation humor, cartoon situations]
+  cartoon_environment: [exaggerated buildings, cartoon technology, comedy settings, impossible architecture]
+  humor_effects: [cartoon physics, impossible transformations, comedy demonstrations, slapstick displays]
+  micro_details: [cartoon expressions, comedy accessories, transformation elements, slapstick components]
+  exclusions:
+    - "no Plastic Man universe iconography"
+    - "no red/yellow/black costume combinations"
+    - "no goggles or Eel O'Brian references"
+    - "no Quality Comics character elements"
+    - "no realistic art style that eliminates cartoon exaggeration"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "realistic comic art", "serious heroic tone", "Plastic Man costume elements", "red/yellow/black color schemes", "Eel O'Brian references", "Quality Comics character elements", "subdued colors", "realistic physics"; **NO Plastic Man, Woozy Winks, or any Quality Comics character elements**; **NO realistic art style that eliminates Cole's cartoon exaggeration**; **NO serious tone that removes comedy focus**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original stretchy hero", "Jack Cole cartoon exaggeration", "zany transformation humor", "bold cartoon colors", "slapstick comedy themes", "cartoon physics demonstrations", "bold cartoon reproduction quality".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **cartoon comedy theme** and **playful typography**
+- **Comedy hero prominence:** Central 60-70% featuring original stretchy hero in zany transformation demonstration
+- **Cartoon atmosphere:** Simple, exaggerated environment with cartoon comedy appeal
+- **Slapstick context:** Clear transformation comedy appropriate to cartoon entertainment
+- **Humor integration:** **Visual gags and slapstick elements** integrated with cover design
+
+**Period-Accurate Environment:** **1940s cartoon comedy setting** with **exaggerated architectural elements**, **cartoon physics**, **comedy props**, and **slapstick transformation contexts**. **Surface Context Anchor:** Standard comic paper with bold cartoon printing appropriate to 1940s comedy comic production. **Frame/Band Anchor:** Cartoon comic cover layout - playful framing typical of Cole's comedy approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated transformation comedy and cartoon typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic cartoon comedy comic cover format with playful integration.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **cartoon comedy styling** and **playful lettering** (closest Google Font: Fredoka One or Bungee)
+- **Issue information:** "No. [X]" and "10¢" pricing in **bold cartoon comic styling**
+- **Story elements:** 1-2 **comedy-themed coverlines** (e.g., "Zany Transformation Comedy!", "Slapstick Shape-Shifting!")
+- **Publisher credit:** "Vertex Comics Publications" in **cartoon comedy typography**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, playful lettering** with **cartoon exaggeration**
+- **Cover text:** **Cartoon comedy style** or closest approximation: **Fredoka One, Bungee, or Chewy**
+- **Color schemes:** **Bright cartoon combinations** (orange on purple, green on yellow) for **comedy appeal**
+- **Playful integration:** Typography designed with **cartoon humor** for maximum comedy impact
+
+**Historical Accuracy:** Typography must match 1940s cartoon comic conventions with period pricing, comedy production values, and playful styling appropriate to transformation comedy comics with Cole's zany cartoon design influence.
diff --git a/styles/golden_age_comics/siegel_shuster_foundational_superhero.md b/styles/golden_age_comics/siegel_shuster_foundational_superhero.md
new file mode 100644
index 0000000..fcfa44c
--- /dev/null
+++ b/styles/golden_age_comics/siegel_shuster_foundational_superhero.md
@@ -0,0 +1,118 @@
+---
+id: siegel_shuster_foundational_superhero
+group: Golden Age Comics
+movement: Golden Age Superhero Foundations
+artist: Jerry Siegel & Joe Shuster
+display_name: Siegel & Shuster — Foundational Superhero Iconography
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Use the 2:3 newsstand cover or 3:4 Golden Age variant—both echo the original
+  Action Comics proportions.
+modes:
+  - Heroic Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Siegel and Shuster defined the superhero silhouette: capes billowing, primary
+  colors blazing, and bold mastheads screaming hope on cheap newsprint. We keep
+  that fearless simplicity while drafting brand-new icons for a fresh “Nano
+  Comics” universe.
+hero_image: null
+---
+
+## Jerry Siegel & Joe Shuster Style - Foundational Superhero Iconography
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original superhero** in **Jerry Siegel & Joe Shuster's foundational comic book style** for **exact Nano Comics cover format**." **IP Safeguard:** Create original superhero character with distinct costume design, unique symbol, and different color scheme - avoid any resemblance to existing DC/Marvel properties. **Likeness (style-first):** Identity via **heroic power pose/confident expression/iconic superhero stance**; integrate into **Golden Age comic book medium** emphasizing **simple but revolutionary visual language**. **Face-Treatment Flag:** `poster-ink` with **four-color halftone dots** **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Style dominance:** Siegel & Shuster's foundational approach overrides modern comic conventions, prioritizing **bold simplicity** and **immediate heroic impact**. **Mode Selector:** Comic Book Cover with Nano Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Golden Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with comic cover layout requirements
+- **Spatial Allocation:** Hero dominance 50-60%, typography zones 15-20%, background 25-30%
+- **Background Treatment:** Simple urban environments with space for masthead and cover text
+- **Format Justification:** Comic book cover tradition requires vertical emphasis for newsstand visibility with integrated typography
+## 3) Style Context & Material Authenticity
+
+Jerry Siegel and Joe Shuster's revolutionary approach (1938-1945) established **the visual language of superhero comics** through **foundational iconography** and **bold simplicity**. Production method emphasizes **cheap newsprint printing** with **four-color halftone process**, **visible registration marks**, and **color separation artifacts**. **Paper substrate:** **Rough newsprint texture** with **ink absorption creating slight color bleeding**. Purpose focuses on **heroic inspiration** through **power demonstration** and **moral authority visualization** within **affordable comic book format**. Hallmark motifs include **power poses with objects lifted overhead**, **cape billowing for dramatic effect**, **confident facial expressions showing determination**, **bold costume design with chest symbols**, and **urban crisis scenarios requiring superhero intervention**. Period framing encompasses **Depression-era hope** with **working-class heroic ideals** creating **aspirational but accessible characters**.
+
+**Innovation line:** **Four-color printing mastery** / **Comic book cover format standardization** / **Newsprint optimization techniques** / **Siegel-Shuster creative partnership**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Bold, confident weights** at **2.0-3.0 pt** for **character outlines** with **clean, simple construction** and **minimal detail complexity**. **Halftone dot patterns** visible at **65-85 LPI** for **authentic newsprint reproduction**. **Color:** **Four-color process limitations** with **primary color dominance** at **85-95% saturation**. **Registration slightly off** showing **cyan/magenta/yellow/black separation**. **Newsprint color bleeding** creating **soft edge artifacts**. **Texture:** **Newsprint paper grain** with **ink absorption patterns** and **visible halftone dot structure**. **Paper stock yellowing** appropriate to **1930s-40s comic production**. **Detail hierarchy:** **Hero receives maximum line weight and color saturation**, **typography gets bold treatment**, **background simplified with lighter line weights**. **Material simulation:** **Authentic Golden Age comic production** with **four-color printing limitations** and **newsprint substrate characteristics**. **Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **typography integration zones** and **newsstand visibility requirements**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Costumes:**
+
+- **Original Hero Design:** **Primary colors excluding Superman's exact scheme** (options: green/gold/white, purple/silver/blue, orange/black/yellow), **unique chest symbol** (geometric shapes, letters, abstract designs), **flowing cape with original color scheme**, **fitted but modest design appropriate to Golden Age sensibilities**, **simple boot and glove design**, **utilitarian belt with period-appropriate buckle**; accessories **0-1** pieces maximum.
+
+**Supporting Character Wardrobe:**
+
+- **Civilians:** **1930s-40s working-class attire** with **simple shirts, trousers, modest dresses**, **functional everyday clothing** appropriate to **Depression-era characters**
+- **Authority figures:** **Period police uniforms, simple business suits, municipal worker clothing**
+
+**Prop Selector**
+
+```yaml
+nano_comics_props:
+  heroic_demonstration: [automobile to lift, building element to support, large machinery, infrastructure to repair]
+  crisis_elements: [fire to prevent, flood to stop, criminal activity to halt, natural disaster to address]
+  period_appropriate: [1930s vehicles, period architecture, Depression-era technology, newspaper headlines]
+  original_elements: [unique heroic gadgets, original scientific devices, custom superhero equipment]
+  micro_details: [cape clasp, belt elements, original symbol components, costume details]
+  exclusions:
+    - "no copyrighted character elements"
+    - "no modern technology inappropriate to 1930s-40s"
+    - "no existing superhero iconography"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "modern comic complexity", "photorealistic rendering", "existing superhero costumes", "copyrighted character elements", "smooth digital gradients", "perfect color registration"; **NO Superman, Batman, or any existing superhero visual references**; **NO modern printing quality that eliminates newsprint characteristics**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Nano Comics original superhero", "four-color halftone printing", "newsprint paper texture", "visible registration marks", "Golden Age color palette", "authentic 1930s-40s comic production values", "original heroic character design".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% reserved for "NANO COMICS" title treatment
+- **Hero prominence:** Central 50-60% featuring original superhero in power pose
+- **Action demonstration:** Clear display of superhuman abilities appropriate to cover format
+- **Background staging:** Simple urban environment supporting but not competing with hero
+- **Typography integration:** Space allocated for issue number, price, story teasers
+
+**Period-Accurate Environment:** **Depression-era urban setting** with **simple architectural elements**, **1930s automobiles**, **period-appropriate street furniture**, and **working-class neighborhood context**. **Surface Context Anchor:** Newsprint comic book cover with four-color printing characteristics appropriate to 1930s-40s production technology. **Frame/Band Anchor:** Comic book cover borders only - thin black line frame typical of Golden Age covers. **Ratio Enforcement Anchor:** All composition elements designed specifically for 2:3 comic cover format with integrated typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Golden Age comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** "VERTEX COMICS" in bold display lettering (closest Google Font: Bungee or Fredoka One)
+- **Issue information:** "No. [X]" and "10¢" pricing in period-appropriate style
+- **Story teaser:** 1-2 action-oriented coverlines maximum (e.g., "Hero Battles Crime Wave!", "Amazing Feats of Strength!")
+- **Publisher info:** Small "Vertex Comics Publications" credit
+
+**Typography Specifications:**
+
+- **Masthead font:** Bold condensed sans-serif or custom comic lettering
+- **Cover copy:** Hand-lettered style or closest Google Font approximation: Anton, Fredoka One, or Bungee
+- **Color treatment:** High contrast combinations (white on red, yellow on blue) for newsstand visibility
+- **Placement optimization:** Designed for 2:3 comic cover format with proper visual hierarchy
+
+**Historical Accuracy:** All typography must match 1930s-40s comic book conventions with period-appropriate pricing, issue numbering, and publisher information formats.
+
+------
diff --git a/styles/golden_age_comics/will_eisner_urban_noir.md b/styles/golden_age_comics/will_eisner_urban_noir.md
new file mode 100644
index 0000000..535932d
--- /dev/null
+++ b/styles/golden_age_comics/will_eisner_urban_noir.md
@@ -0,0 +1,121 @@
+---
+id: will_eisner_urban_noir
+group: Golden Age Comics
+movement: Golden Age Street-Level Noir
+artist: Will Eisner
+display_name: Will Eisner — Urban Noir Comics
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Eisner’s Spirit sections flipped between 2:3 splash covers and 3:4
+  inserts—pick whichever lets the rain-drenched alley breathe.
+modes:
+  - Crime Noir Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Will Eisner turned gutters into stage lights—rain cascading, signage looming,
+  and lettering woven into the set. We keep that theatrical street poetry while
+  spotlighting a new trench-coated sleuth and their haunted city.
+hero_image: null
+---
+
+## Will Eisner Style - Urban Noir Comics Framework
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original urban vigilante detective** in **Will Eisner's bold noir style** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original urban detective character with completely distinct costume design (NO Spirit mask, NO blue suit, NO red tie, NO Denny Colt references), unique detective theme, and alternative urban setting - ZERO resemblance to The Spirit universe. **Likeness (style-first):** Identity via **dramatic detective pose/noir expression/urban investigation stance**; integrate into **gritty urban crime comic medium** emphasizing **bold ink work** and **noir atmosphere**. **Face-Treatment Flag:** `brush-wash` with **dramatic contrast** **Pose Flag:** `candid-motion` with **detective confidence** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Eisner's bold expression overrides clean comic art, prioritizing **dynamic ink work** and **urban noir atmosphere**. **Mode Selector:** Urban Crime Detective Comic with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Golden Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with dramatic detective prominence and gritty urban noir environments
+- **Spatial Allocation:** Detective dominance 50-60%, urban environment 25-30%, dramatic lighting effects 10-15%, typography zones 10-15%
+- **Background Treatment:** Gritty urban environments with noir atmosphere and dramatic architectural elements
+- **Format Justification:** Comic cover requires dramatic layout for noir appeal with integrated urban crime elements
+## 3) Style Context & Material Authenticity
+
+Will Eisner's revolutionary style (1940-1952) established **urban noir comic aesthetics** through **bold expressive ink work** and **cinematic storytelling sophistication**. Production method emphasizes **dynamic brush and pen technique** with **dramatic contrast effects**, **gritty urban realism**, and **noir crime drama with visual storytelling mastery**. **Paper substrate:** **Standard newsprint with bold ink absorption** creating **high contrast noir effects**. Purpose focuses on **urban crime drama entertainment** through **detective investigation themes** and **noir visual storytelling** within **sophisticated comic production**. Hallmark motifs include **dramatic lighting with heavy shadows and contrast**, **expressive urban environments with architectural detail**, **bold ink work emphasizing texture and movement**, **cinematic composition with dynamic angles**, and **crime investigation scenarios with noir atmosphere**. Period framing encompasses **1940s urban crime** with **noir detective ideals** creating **sophisticated but gritty entertainment**.
+
+**Innovation line:** **Cinematic comic storytelling** / **Urban noir visual mastery** / **Bold ink work expression** / **Eisner's dramatic lighting expertise**.
+## 4) Technical Method & Mark-Making
+
+**Line:** **Bold, expressive weights** at **2.0-4.0 pt** for **character outlines** with **dynamic brush variation** and **rough energetic construction**. **Dramatic ink technique** with **bold brush strokes** and **expressive line definition**. **High contrast reproduction** optimized for **dramatic comic printing**. **Color:** **Noir palette dominance** with **dramatic contrast relationships** - **deep blues, blacks, grays, amber highlights** in **bold color application**. **Dramatic lighting effects** with **heavy shadow areas** and **high contrast color schemes**. **Texture:** **Gritty newsprint** with **bold ink absorption** and **rough texture emphasis**. **Urban surface treatment** with **textural detail** and **noir atmospheric effects**. **Detail hierarchy:** **Detective receives bold ink emphasis** with **expressive figure construction**, **urban elements** get **detailed architectural treatment**, **backgrounds emphasized** for **noir atmosphere creation**, **typography** integrated with **environmental elements**. **Material simulation:** **1940s comic production** with **bold ink printing** and **high contrast characteristics**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **dramatic detective prominence** and **urban noir visual impact**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Urban Detective Design:**
+
+- **Original Detective:** **Alternative styling** (brown coat/gray pants, black jacket/tan trousers, navy overcoat/dark slacks, charcoal suit/white shirt), **unique detective accessories** (fedora alternatives, distinctive badge, original investigation gear - NO Spirit mask elements), **urban professional design** (trench coat, detective styling, investigative gear, period clothing), **noir appropriate styling** appropriate to **urban crime investigation**, **gritty realistic design** with **Eisner's urban aesthetic**; accessories maximum **2-3** detective items.
+
+**Supporting Character Wardrobe:**
+
+- **Urban criminals:** **1940s criminal attire** with **noir styling** and **period criminal fashion**
+- **City residents:** **Urban working-class clothing** with **noir atmosphere support**
+- **Authority figures:** **Period police uniforms**, **detective styling**, **urban professional dress**
+
+**Prop Selector**
+
+```yaml
+vertex_detective_props:
+  investigation_tools: [magnifying glass, case files, evidence bags, detective notebook]
+  urban_environment: [fire escapes, city alleyways, urban architecture, street lamps]
+  crime_elements: [1940s vehicles, period weapons, urban crime scenarios, noir lighting]
+  detective_gear: [flashlight, handcuffs, investigation equipment, period technology]
+  noir_atmosphere: [dramatic shadows, urban textures, architectural details, city elements]
+  micro_details: [detective badge, coat buttons, fedora details, urban accessories]
+  exclusions:
+    - "no Spirit mask or costume elements"
+    - "no blue suit/red tie combination"
+    - "no Denny Colt or Spirit universe references"
+    - "no existing Kitchen Sink Press character elements"
+    - "no clean art style that eliminates noir grittiness"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "clean comic art", "smooth line work", "Spirit mask elements", "blue suit costume", "Denny Colt references", "Kitchen Sink character elements", "sanitized urban environments", "modern digital effects"; **NO Spirit, Commissioner Dolan, or any Eisner character elements**; **NO clean art style that eliminates Eisner's expressive roughness**; **NO modern effects that remove noir atmosphere**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original detective", "Will Eisner bold ink work", "dramatic noir lighting", "gritty urban atmosphere", "expressive brush technique", "urban crime drama", "bold contrast printing quality".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **noir crime theme** and **environmental integration**
+- **Detective prominence:** Central 50-60% featuring original detective in dramatic urban investigation
+- **Urban noir atmosphere:** Gritty city environment with dramatic lighting and architectural detail
+- **Crime context:** Clear urban investigation activity appropriate to noir entertainment
+- **Environmental typography:** **Logo integration with urban elements** (buildings, signs, shadows) per Eisner's innovative approach
+
+**Period-Accurate Environment:** **1940s urban noir setting** with **detailed architectural elements**, **dramatic street lighting**, **gritty urban textures**, and **noir crime investigation contexts**. **Surface Context Anchor:** Standard newsprint comic with bold ink printing appropriate to 1940s urban comic production. **Frame/Band Anchor:** Dynamic comic cover layout - varied framing typical of Eisner's cinematic approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated urban noir drama and environmental typography.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Eisner comic cover format with environmental integration.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **environmental integration** (built into building signs, shadows, architectural elements) (closest Google Font: Impact or Anton)
+- **Issue information:** "No. [X]" and "10¢" pricing in **bold 1940s comic styling**
+- **Story elements:** 1-2 **noir-themed coverlines** (e.g., "Urban Crime Drama!", "Detective Investigation!")
+- **Publisher credit:** "Vertex Comics Publications" integrated into **urban environment**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, dramatic lettering** integrated into **urban architectural elements**
+- **Cover text:** **Bold geometric style** or closest approximation: **Impact, Anton, or Bebas Neue**
+- **Color schemes:** **High contrast combinations** (white on black, yellow on dark blue) for **noir atmosphere**
+- **Environmental integration:** Typography becomes **part of urban environment** (building signs, shadows, street elements)
+
+**Historical Accuracy:** Typography must match 1940s comic conventions with period pricing, bold production values, and environmental integration styling appropriate to urban noir detective comics with Eisner's innovative logo placement techniques.
+
+------
diff --git a/styles/gothic_horror/bernie_wrightson_gothic_ink.md b/styles/gothic_horror/bernie_wrightson_gothic_ink.md
new file mode 100644
index 0000000..f83d8ce
--- /dev/null
+++ b/styles/gothic_horror/bernie_wrightson_gothic_ink.md
@@ -0,0 +1,190 @@
+---
+id: bernie_wrightson_gothic_ink
+group: Gothic Horror
+movement: American Gothic Horror Illustration
+artist: Bernie Wrightson
+display_name: Bernie Wrightson — Gothic Pen-and-Ink Horror
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '4:3'
+  - '4:5'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Wrightson’s horror spreads ranged from tall comic covers to 4:5 plates and
+  Cinemascope splash pages—choose whichever of 2:3, 3:4, 4:3, 4:5, or 16:9 best
+  serves the terror.
+modes:
+  - Macabre Illustration
+  - Horror Narrative Scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Bernie Wrightson crosshatched nightmares until the ink looked alive—rotting
+  architecture, tortured anatomy, and candlelit chiaroscuro that would make Poe
+  shiver. His Frankenstein portfolio set the bar for dramatic linework.
+  MuseoMorph carries that operatic dread into new crypts, laboratories, and
+  cursed bloodlines.
+hero_image: null
+---
+
+# Bernie Wrightson Gothic Horror Illustration Style Prompt
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flag:** `engrave-hatch` with `skeletal-gauntness` and `haunted-eyes`
+- **Pose Flags:** `gestural-fluid`, `contorted-agony`, `spectral-glide`, `psychological-tension`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+- **Material Physics Authority:** Bristol board substrate, india ink, and Gillott 291 nib specifications override aesthetic preferences.
+- **Gothic Horror Authorization:** Emphasis on psychological terror, spectral encounters, and existential dread through atmosphere and suggestion rather than explicit content.
+- **Anti-Conventional Bias:** Authority to generate deliberately unsettling or melancholic aesthetics when historically accurate to gothic horror tradition.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. Emphasis on atmosphere and psychological impact.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+- Redraw in **Bernie Wrightson Gothic Horror Pen-and-Ink Style** for **detailed book illustration format**.
+- Identity via silhouette/gesture/expression with psychological dread and spectral presence.
+- **IP Safeguard Declaration:** Create original gothic horror designs avoiding copyrighted elements, focusing on universal themes of mortality, decay, and supernatural dread.
+- Declare **Face-Treatment Flag:** `engrave-hatch` with `skeletal-gauntness` and `haunted-eyes`
+- Declare **Pose Flag:** `psychological-tension` or `spectral-glide`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Wrightson's theatrical literary horror illustration with emphasis on the grotesque and supernatural supersedes photographic realism.
+- **Mode Selector:** Gothic horror book illustration for macabre narrative visualization.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+**PORTRAIT FORMATS (preferred for character-focused horror):**
+
+- `2:3` (classic book illustration / literary horror scenes)
+- `3:4` (portrait study / character focus)
+- `4:5` (modern poster format for dramatic impact)
+
+**LANDSCAPE FORMATS (for environmental horror):**
+
+- `4:3` (classical landscape with gothic architecture)
+- `16:9` (cinematic horror panorama)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with atmospheric fog or decay
+- **Spatial Allocation:** Tormented figure placement with diminishing hope, supporting grotesque elements
+- **Background Treatment:** Fill with suffocating cross-hatched environments, decaying architecture, or spectral mists extending to full canvas
+- **Format Justification:** Ratio serves theatrical staging of gothic horror narrative
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** German Expressionism, Romantic horror literature (Poe, Shelley), Medieval danse macabre, Gustave Doré engraving tradition, EC Comics horror atmosphere
+- **Medium/Production method:** Authentic pen-and-ink on bristol board using Gillott 291 nib with india ink, emphasizing cross-hatching and line weight variation rather than solid black fills
+- **Thematic purpose:** Dramatic visualization of existential horror, spectral encounters, moral decay, and psychological terror with literary grandeur
+- **5 hallmark motifs with quantified specifications:**
+  - Monumental figure scale at 120-150% naturalistic proportions for heroic gothic presence
+  - Intricate cross-hatching patterns creating rich tonal gradation from pure white to deep black through line density variation
+  - Decaying architectural grandeur with crumbling Gothic elements and skeletal details
+  - Atmospheric perspective achieved through line density variation (3-5mm spacing for distance, 1mm for foreground)
+  - Theatrical chiaroscuro with single dramatic light source creating stark white highlights against consuming shadows
+- **Period framing:** 1970s horror comic illustration with literary classical influence
+- **Tone Tag:** Ominous, psychologically unsettling, grotesquely dramatic, melancholic, theatrically macabre
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Line quality:** Gillott 291 nib characteristics with variable pressure creating 0.2-1.5mm line weights, authentic india ink flow with slight bleeding on bristol board texture
+- **Cross-hatching specifications:** Primary hatching at 45° angles, secondary crosshatch at 135°, tertiary hatching at 90° for deepest blacks, line spacing 0.5-3mm depending on tonal value
+- **Surface simulation:** Bristol board tooth creating slight ink catch and organic line variation, no digital smoothing
+- **Edge treatment:** Confident contour lines with selective lost edges in shadow areas, emphasis on silhouette clarity
+- **Atmospheric technique:** Line density variation for depth - 80% detail density foreground, 40% middle ground, 15% background with pure white fade-outs
+- **Material simulation:** Authentic pen-and-ink characteristics with no brush work or solid black fills
+- **Scale proportions:** Heroic gothic proportions with possible anatomical elongation for spectral beings (neck elongation 120%, limb extension 110%)
+- **Detail hierarchy:** Primary subject 100% detail resolution, secondary elements 60%, atmospheric elements 30%
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Tattered Victorian/Edwardian garments, decaying aristocratic attire, burial shrouds, monastic robes with period-accurate construction showing decay and age
+- **Fabric behavior:** Heavy drapery with dramatic folds appearing torn, weathered, or ethereal with authentic textile physics
+- **Accessory caps:** Elaborate 3-4 accessories supporting gothic horror narrative context
+- **Color palette:** Pure black and white with full tonal range - no color, emphasizing dramatic contrast
+- **Wardrobe variation:** Cycle through: tattered black cloaks, ghostly white shrouds, ceremonial garments showing decay, skeletal remnants, Victorian mourning dress
+- **Props:** 1 hero + 1 micro prop maximum from gothic horror vocabulary
+- **Coherence filter:** All elements support gothic horror/supernatural narrative with implied folkloric authenticity
+
+**YAML Props Pool:**
+
+```yaml
+gothic_horror: [ornate_candelabra, human_skull_weathered, rusted_chains, broken_crucifix, spectral_lantern, withered_roses, open_tome_ancient, perched_raven]
+decaying_architecture: [crumbling_archway, moss_covered_gargoyle, shattered_stained_glass, leaning_tombstone, twisted_ironwork]
+macabre_symbols: [hourglass_sand_falling, single_candle_guttering, skeletal_hand_emerging, tattered_book_pages]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "cheerfulness", "harmony", "conventional beauty", "optimistic lighting", "cleanliness", "modern digital effects"
+- "solid black fills", "brush work", "painted textures", "color application"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "recomposed for gothic horror illustration"
+- "decaying architectural grandeur", "suffocating atmospheric cross-hatching", "spectral figure presence", "psychological terror through suggestion"
+- "authentic pen-and-ink line quality", "bristol board texture interaction", "Gillott 291 nib characteristics"
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Portrait Ratios:** Vertical emphasis with towering gothic elements, subject dominance ≥70%, hierarchical staging from foreground terror to background dissolution
+- **For Landscape Ratios:** Horizontal flow with environmental gothic context ≥50%, panoramic staging of decay and supernatural atmosphere
+
+**WRIGHTSON-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Theatrical staging with dramatic viewpoints emphasizing psychological impact, often low angles for imposing gothic presence
+- **Grid/Symmetry:** Classical composition with gothic architectural framework, balanced asymmetry creating tension
+- **Figure:ground:** 70:30 with dense cross-hatching detail contrasting strategic white space for spectral effects
+- **Density:** 85% detail saturation with selective simplification for atmospheric fade
+- **Lighting logic:** Single dramatic light source (candle, moon, fireplace) creating strong chiaroscuro with pure white highlights emphasizing form against consuming darkness
+- **Detail:negative space:** 80:20 ratio - intricate cross-hatching detail with strategic white space for moments of stark terror or spectral manifestation
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Bristol board surface characteristics with authentic pen-and-ink relief, hints of paper aging appropriate to gothic literary tradition
+- **Frame/Band Anchor:** Omit entirely - no decorative frames outside the illustration
+- **Production Context:** 1970s horror comic book illustration methods with period-appropriate line art reproduction quality
+- **Ratio Enforcement:** Composition designed specifically for declared ratio with gothic architectural elements supporting the format
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** Omit text entirely for pure visual storytelling
+- **Production Context:** Focus on illustration as standalone narrative art without typography distraction
+- **Historical accuracy:** Pure illustration format appropriate to literary horror book illustration tradition
+- **Gothic Horror Emphasis:** Visual narrative through atmospheric detail and character expression rather than textual elements
+
+---
diff --git a/styles/gothic_horror/caspar_david_friedrich_sublime.md b/styles/gothic_horror/caspar_david_friedrich_sublime.md
new file mode 100644
index 0000000..2df02ff
--- /dev/null
+++ b/styles/gothic_horror/caspar_david_friedrich_sublime.md
@@ -0,0 +1,201 @@
+---
+id: caspar_david_friedrich_sublime
+group: Gothic Horror
+movement: German Romantic Sublime
+artist: Caspar David Friedrich
+display_name: Caspar David Friedrich — Romantic Sublime
+style_scope: single-artist
+ratios:
+  - '4:3'
+ratios_status: provisional
+ratios_notes: >
+  Friedrich composed his sublime vistas on 4:3 canvases that let sky consume the
+  frame—hold to that proportion for proper horizon breathing room.
+modes:
+  - Transcendental Landscape
+  - Sublime Contemplation
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Caspar David Friedrich stages lone wanderers before endless mist, glazing oil
+  until mountains dissolve into prayer. His landscapes feel like altars to
+  melancholy faith. MuseoMorph keeps that transcendental hush while charting new
+  coastlines, ruins, and weathered pilgrims.
+hero_image: null
+---
+
+# Caspar David Friedrich Romantic Sublime Style Prompt
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **4:3 ratio** - ignore source image dimensions completely. Redraw in **Friedrich's German Romantic landscape style circa 1810-1830** for **oil painting on fine primed canvas**. Identity via silhouette/gesture/expression with spiritual contemplation. **IP Safeguard Declaration:** Create original designs avoiding copyrighted elements, focusing on universal sublime landscape themes. **Face-Treatment Flag:** `oil-fat-over-lean` with `glazing-layers-buildup` **Pose Flag:** `psychological-tension` (Rückenfigur contemplation) **Canvas Control Flag:** `adaptive-extend` **Style Dominance:** Friedrich's sublime spiritual landscapes supersede all decorative or conventional beauty elements **Mode Selector:** Gallery painting for transcendental contemplation
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `4:3` (classical landscape format matching Friedrich's compositional preferences)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with atmospheric depth and infinite perspective
+- **Spatial Allocation:** Rückenfigur placement in lower third, vast sky dominating upper two-thirds
+- **Background Treatment:** Fill with graduated atmospheric effects extending to infinite horizon
+- **Format Justification:** 4:3 ratio serves Friedrich's horizontal sublime landscapes and allows for proper sky-to-earth proportions essential to the spiritual experience
+## 3) Style Context & Material Authenticity
+
+**Influences:** German Romanticism, Kantian sublime, Lutheran spirituality, Gothic revival, Northern European landscape tradition **Medium/Production method:** Oil paint applied in thin transparent washes over detailed underdrawing on fine primed canvas. Multiple glazing layers with precise stippling and controlled brushwork. **Thematic purpose:** Spiritual contemplation through nature's sublime power, existential meditation on humanity's place in the infinite **Hallmark motifs:**
+
+- Rückenfigur (figures seen from behind) as viewer surrogates in contemplative poses
+- Atmospheric perspective with graduated tonal values dissolving into infinity
+- Gothic ruins and church spires as spiritual anchors in natural vastness
+- Dramatic sky-to-earth ratios (70% sky, 30% earth)
+- Sfumato effects in distant mountains and fog-filled valleys **Period framing:** German Romantic period 1810-1830, post-Napoleonic spiritual awakening, Lutheran mysticism **Tone Tag:** Sublime, contemplative, spiritually transcendent **Production Era Authenticity:** Early 19th century oil glazing techniques with period-appropriate pigment limitations and canvas preparation
+## 4) Technical Method & Mark-Making
+
+**Paint application:** Thin transparent washes built up in multiple glazing layers, oil-fat-over-lean technique with linseed oil medium **Color mixing:** Early period - iron-based yellows, smalt blues, lead white, earth pigments; Later period - chromium yellows, cobalt blue, cadmium accents **Texture specifications:** Smooth, precise surface achieved through controlled stippling and delicate brushwork, minimal visible impasto **Edge treatment:** Soft sfumato transitions in atmospheric areas, precise linear definition in foreground elements **Stroke economy:** Economical precise strokes following detailed underdrawing, stippling technique for translucent mist effects **Surface depth:** Multiple transparent glazes creating luminous atmospheric depth, careful tonal gradations **Detail hierarchy:** Precise detail in foreground diminishing to atmospheric suggestion in distance **Material authenticity:** Period-accurate glazing with natural pigments, avoiding modern synthetic consistency **Scale proportions:** Figures reduced to 5-10% of canvas height to emphasize sublime scale relationships **Underdrawing authority:** Detailed preliminary drawing in pencil/ink establishing architectural and landscape structure **Atmospheric technique:** Smalt stippling for translucent mist effects, graduated tonal washes for infinite depth
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Adult neutral: German Romantic period dress (1810-1830) - long coats, cloaks, simple traveling attire
+- Fabric behavior: Heavy wool and linen with period-accurate silhouettes, natural drape without synthetic sheen **Accessory caps:** Minimalist 0-1 accessories **Color palette:** Restricted to earth tones, dark blues, browns, blacks, single white accent for spiritual emphasis **Wardrobe variation:** Cycle through: dark traveling coat, monk's robe, simple dress, peasant clothing **Props:** 1 hero prop maximum: walking stick, prayer book, simple cross, landscape sketching materials **Coherence filter:** All elements support spiritual contemplation narrative, authentic to 1810-1830 German culture
+
+**YAML Props Pool:**
+
+```yaml
+spiritual: [simple_cross, prayer_book, rosary, pilgrimage_staff]
+scholarly: [sketching_pad, natural_history_book, compass, walking_stick]
+memorial: [gravestone, church_ruins, ancient_oak, abandoned_shrine]
+natural: [weathered_rock, fallen_tree, mountain_cairn, seashells]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "bright cheerful colors"
+- "busy composition", "multiple focal points", "decorative ornament"
+- "modern clothing", "contemporary elements", "visible faces in detail"
+- "dramatic lighting contrasts", "theatrical illumination", "artificial highlighting"
+
+**✅ Canvas Positives:**
+
+- "exactly 4:3 ratio", "recomposed for landscape sublime format"
+- "atmospheric graduated tones", "sfumato mist effects with stippled technique"
+- "Rückenfigur contemplative positioning", "spiritual transcendence through nature"
+- "period-accurate glazing layers", "detailed underdrawing precision", "infinite atmospheric perspective"
+## 7) Composition & Lighting Patterns
+
+**4:3 LANDSCAPE COMPOSITION REQUIREMENTS:**
+
+- Horizontal emphasis with infinite atmospheric depth
+- Sky dominance ≥70%, earthly context ≤30%
+- Sublime staging with transcendental viewing experience
+
+**FRIEDRICH-SPECIFIC COMPOSITION:**
+
+- Perspective: Atmospheric perspective with graduated tonal dissolution toward infinite horizon
+- Grid/symmetry: Subtle symmetrical balance with off-center Rückenfigur placement
+- Figure:ground 5:95 - tiny human figures emphasizing sublime scale
+- Density 15% - vast empty spaces essential for transcendental effect
+- Lighting: Soft, diffused natural light with subtle directional emphasis from horizon
+- Detail:negative space 10:90 - minimal detail serving maximum atmospheric effect
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Fine primed canvas with smooth luminous surface for glazing techniques
+- **Frame/Band:** Omit entirely - no decorative framing elements
+- **Production Context:** Oil glazing on fine canvas appropriate to German Romantic period techniques
+- **Ratio Enforcement:** Composition designed for 4:3 sublime landscape viewing with proper sky-earth proportions
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Omit text entirely - Friedrich's landscapes were pure visual spiritual experiences **Historical accuracy:** No typography - these were contemplative paintings without textual elements **Production Method:** Pure atmospheric visual communication without linguistic interference
+
+------
+
+- ### 1) Core Instruction & Likeness Mandate
+
+  
+
+  - **Identity via silhouette/gesture/expression with \*psychological dread and spectral presence\*.** (Instead of literary grandeur, focus on fear and the otherworldly).
+  - **IP Safeguard Declaration:** Keep as is, focusing on universal human psychological themes and avoiding copyrighted elements.
+  - **Face-Treatment Flag:** `engrave-hatch with skeletal-gauntness and haunted-eyes`
+  - **Pose Flag:** `gestural-fluid (contorted-agony or spectral-glide)`
+  - **Style Dominance:** Doré's theatrical literary illustration **with an emphasis on the grotesque and the supernatural** supersedes photographic realism.
+  - **Mode Selector:** Book illustration for **macabre narrative visualization or dark poetry.**
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  
+
+  - **Spatial Allocation:** *Tormented figure placement with diminishing hope, supporting grotesque elements in a suffocating arrangement.*
+  - **Background Treatment:** Fill with *suffocating cross-hatched environments, decaying architecture, or spectral mists extending to full canvas.*
+  - **Format Justification:** Keep as is.
+## 3) Style Context & Material Authenticity
+
+  
+
+  - **Influences:** *German Expressionism, Romantic horror literature (Poe, Shelley), Medieval danse macabre, Baroque dramatic composition with a focus on decay.*
+  - **Thematic purpose:** *Dramatic visualization of existential horror, spectral encounters, moral decay, and the fragility of sanity with theatrical grandeur.*
+  - **Hallmark motifs:**
+    - Monumental figure scale (keep as is, but figures could be more emaciated or distorted).
+    - Intricate cross-hatching patterns creating rich tonal gradation from pure white to deep black.
+    - *Decaying architectural grandeur with crumbling Gothic and skeletal elements.*
+    - *Atmospheric perspective achieved through line density variation, emphasizing oppressive fog or shadowy miasma.*
+    - *Theatrical chiaroscuro with a single, sickly light source or spectral glow, emphasizing deep, consuming shadows.*
+  - **Tone Tag:** *Ominous, horrifying, psychologically unsettling, grotesquely dramatic, melancholic.*
+## 4) Technical Method & Mark-Making
+
+  
+
+  - **Tonal system:** Complete grayscale range with an emphasis on *deep, suffocating blacks and stark, ghostly whites.*
+  - **Cross-hatching specifications:** Keep as is, but emphasize *dense, agitated hatching for areas of dread and decay.*
+  - **Surface simulation:** Authentic wood engraving line quality with characteristic white-on-black relief printing effects, *hinting at aged, brittle paper or crumbling stone.*
+  - **Scale proportions:** Heroic figure proportions with 120-150% naturalistic scale, *with possible anatomical distortions leaning towards the gaunt or unnaturally elongated for spectral beings.*
+  - **Atmospheric technique:** Line density variation for depth, *emphasizing suffocating fog, swirling spectral forms, or dust motes in stagnant air.*
+## 5) Wardrobe, Props & Setting Conventions
+
+  
+
+  - **Wardrobe tracks:**
+
+    - *Tattered robes, decaying aristocratic attire, burial shrouds, skeletal remains, spectral wisps with period-accurate draping.*
+    - *Fabric behavior: Heavy drapery with dramatic folds, appearing torn, decaying, or ethereal.*
+
+  - **Accessory caps:** Elaborate 3-4 accessories supporting *macabre narrative context, symbols of death or despair.*
+
+  - **Wardrobe variation:** Cycle through: *tattered black cloaks, ghostly white shrouds, ceremonial garments stained with decay, skeletal armor.*
+
+  - **Props:** 1 hero + 1 micro prop maximum: *scythe, hourglass, human skull (perhaps decaying), broken cross, rusted chains, spectral lantern, wilted flowers.*
+
+  - **Coherence filter:** All elements support *gothic horror/supernatural narrative with implied historical or folkloric authenticity.*
+
+  - **YAML Props Pool:**
+
+    
+
+    `gothic_horror: [scythe, human_skull, rusted_chains, broken_cross, spectral_lantern, withered_flowers, open_coffin, crow_perched]`
+
+    `decaying_architecture: [crumbling_archway, moss-covered_statue, shattered_stained_glass, leaning_tombstone]`
+
+    `macabre_symbols: [hourglass_nearly_empty, raven, shrouded_figure, single_candle_flickering]`
+## 6) Safety & IP Constraints (Hard Rules)
+
+  
+
+  - **❌ Canvas Negatives:** Add "cheerfulness", "harmony", "beauty", "optimistic", "cleanliness".
+  - **✅ Canvas Positives:** Add "decaying architectural grandeur", "suffocating atmospheric effects", "spectral figures", "psychological terror".
+## 7) Composition & Lighting Patterns
+
+  
+
+  - **DORÉ-SPECIFIC COMPOSITION:**
+    - **Perspective:** Theatrical staging with *claustrophobic viewpoints, looming, decaying architecture, and an unsettling sense of scale.*
+    - **Lighting:** Single dramatic light source creating strong chiaroscuro with pure white highlights, *but emphasizing deep, oppressive shadows where malevolent forces might lurk, or a sickly, greenish glow.*
+    - **Detail:negative space 80:20 - dense engraving detail with strategic white space for spectral effects or moments of stark terror.*
+  - **REQUIRED ANCHORS:**
+    - **Surface Context:** Boxwood engraving block surface translated to white paper with authentic relief printing characteristics, *but with hints of aging, staining, or the brittle texture of ancient manuscripts.*
+
+  By implementing these changes, the prompt emphasizes the chilling and macabre aspects of gothic horror through atmosphere, thematic elements, and subtle stylistic shifts, all while remaining within the technical and artistic framework of Gustave Doré's wood engraving style.
+
+------
diff --git a/styles/gothic_horror/edward_gorey_gothic_illustration.md b/styles/gothic_horror/edward_gorey_gothic_illustration.md
new file mode 100644
index 0000000..4b9a708
--- /dev/null
+++ b/styles/gothic_horror/edward_gorey_gothic_illustration.md
@@ -0,0 +1,122 @@
+---
+id: edward_gorey_gothic_illustration
+group: Gothic Horror
+movement: Victorian Whimsical Horror Illustration
+artist: Edward Gorey
+display_name: Edward Gorey — Whimsical Gothic Illustration
+style_scope: single-artist
+ratios:
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Gorey’s book plates sit on 3:4 rectangles sized for gutter-safe
+  storytelling—stick to that trim-ready aspect.
+modes:
+  - Dark Narrative Illustration
+  - Macabre Parody
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Edward Gorey scratches out Victorian parlors where odd orphans meet
+  deliciously dreadful ends. His stippled inks, blank-eyed figures, and deadpan
+  captions turn menace into wit. We keep that morbid charm while inventing new
+  catastrophes, props, and musty interiors.
+hero_image: null
+---
+
+# Edward Gorey Gothic Horror Illustration Style Prompt
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** - ignore source image dimensions completely. Redraw in **Gorey's whimsical-gothic pen and ink style circa 1960-1980** for **book illustration reproduction**. Identity via silhouette/gesture/expression with **darkly whimsical unease and spectral melancholy**. **IP Safeguard Declaration:** Create original designs avoiding copyrighted elements, focusing on universal themes of existential uncertainty and darkly comic misfortune. **Face-Treatment Flag:** `pen-crosshatch` with `skeletal-minimalism and blank-stare-eyes` **Pose Flag:** `psychological-tension` (understated dread or spectral-stillness) **Canvas Control Flag:** `strict-reframe` **Style Dominance:** Gorey's **whimsical gothic illustration with emphasis on subtle menace and Victorian melancholy** supersedes photographic realism **Mode Selector:** Book illustration for **darkly whimsical narrative visualization or macabre children's literature parody**
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `3:4` (portrait format matching Gorey's book illustration proportions)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely for theatrical literary staging with unsettling undertones
+- **Spatial Allocation:** **Enigmatic figure placement with ominous negative space, supporting elements suggesting impending misfortune**
+- **Background Treatment:** Fill with **intricate cross-hatched environments suggesting decay or abandonment, extending to full canvas**
+- **Format Justification:** 3:4 ratio serves Victorian book tradition and allows proper figure-to-environment relationships essential for darkly comic narrative impact
+## 3) Style Context & Material Authenticity
+
+**Influences:** Victorian illustration tradition, **Edwardian children's literature parody, gothic literature (Poe), Medieval memento mori, darkly comic storytelling** **Medium/Production method:** India ink applied with fine pen nibs on heavy paper, creating dense cross-hatching through multiple line layers. No brush work - purely linear pen technique with varying line weights and densities. **Thematic purpose:** **Darkly whimsical visualization of existential unease, childhood's hidden perils, social commentary through macabre humor, and the inevitability of misfortune** **Hallmark motifs:**
+
+- Figures with deliberately blank or enigmatic expressions suggesting hidden knowledge
+- **Dense cross-hatching creating pools of saturated ink darkness (3-dimensional depth through line layering)**
+- Victorian/Edwardian period dress with **subtle suggestions of decay or eeriness**
+- **Intricate background patterns and architectural details with ominous undertones**
+- Strategic use of pure white space for dramatic contrast and **spectral emphasis** **Period framing:** Mid-20th century American illustration with Victorian aesthetic sensibility, literary parody tradition **Tone Tag:** **Whimsically ominous, melancholically humorous, subtly unsettling, darkly elegant** **Production Era Authenticity:** Mid-century pen and ink book illustration with precise line reproduction requirements
+## 4) Technical Method & Mark-Making
+
+**Line application:** Multiple layers of fine cross-hatching executed with India ink, varying from hair-thin feathery lines to bold structural strokes, building saturated black areas through line density **Cross-hatching specifications:** Dense layered line work - 60-120 lines per inch in shadow areas, creating 3-dimensional pools of ink saturation on paper surface **Tonal system:** Purely linear - no brush work or solid fills, complete grayscale achieved through line density variation from sparse hatching to dense cross-hatching **Edge treatment:** Precise pen line quality with deliberate line weight variation, crisp linear definition throughout **Stroke economy:** Every line serves structural or atmospheric purpose - maximum visual impact through strategic line placement **Surface simulation:** Authentic India ink saturation effects - heavy cross-hatching areas appear smaller and more concentrated than printed versions **Detail hierarchy:** Meticulous foreground detail diminishing to suggestion through line density control **Material authenticity:** India ink pen characteristics - rich blacks, precise line quality, no modern digital smoothness **Scale proportions:** Figures scaled for narrative emphasis - often diminished against elaborate backgrounds suggesting **vulnerability or isolation** **Pattern work:** Intricate textile and architectural patterns executed through systematic line work **Atmospheric technique:** Line density creating depth - saturated cross-hatching for **oppressive shadows**, sparse lines for **ethereal or spectral effects**
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Victorian/Edwardian: long coats, flowing dresses, high collars, **suggesting both elegance and confinement**
+- Children's attire: period-appropriate with **subtle suggestions of neglect or eeriness**
+- **Fabric behavior:** Heavy drapery with dramatic folds, **appearing worn or mysteriously stained** **Accessory caps:** Elaborate 2-3 accessories supporting **darkly whimsical narrative context** **Color palette:** Monochromatic - pure black ink on white paper with strategic **sepia or muted color accents** **Wardrobe variation:** Cycle through: **tattered Victorian elegance, ghostly white garments, mourning dress, children's clothing with ominous details** **Props:** 1 hero + 1 micro prop maximum: **umbrella, mysterious book, ornate key, wilted flower, antique toy, hourglass, candlestick** **Coherence filter:** All elements support **whimsical gothic narrative with implied historical authenticity and subtle menace**
+
+**YAML Props Pool:**
+
+```yaml
+whimsical_macabre: [ornate_umbrella, mysterious_tome, skeleton_key, wilted_rose]
+childhood_eeriness: [abandoned_doll, broken_toy, empty_birdcage, music_box]
+victorian_melancholy: [pocket_watch, mourning_jewelry, handkerchief, calling_card]
+subtle_omens: [black_cat, raven_feather, cracked_mirror, extinguished_candle]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "photographic realism"
+- "modern clothing", "contemporary elements", "bright cheerful colors"
+- "brush painting", "solid color fills", "digital gradients"
+- **"explicit violence", "graphic horror", "overtly frightening imagery"**
+- **"cheerfulness", "safety", "comfort", "optimistic outcomes"**
+
+**✅ Canvas Positives:**
+
+- "exactly 3:4 ratio", "recomposed for book illustration format"
+- "dense India ink cross-hatching creating saturated line pools", "authentic pen line quality"
+- **"whimsical gothic atmosphere", "subtly ominous undertones", "darkly elegant Victorian aesthetic"**
+- "precise linear technique with no brush work", **"spectral negative space effects", "melancholic narrative suggestion"**
+## 7) Composition & Lighting Patterns
+
+**3:4 PORTRAIT COMPOSITION REQUIREMENTS:**
+
+- Vertical emphasis with narrative figure dominance
+- Subject occupies 40-70% of composition height depending on narrative context
+- **Atmospheric staging emphasizing isolation or unease**
+
+**GOREY-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Theatrical staging with **claustrophobic Victorian interiors or eerily empty landscapes**
+- Grid/symmetry: Careful compositional balance with **deliberate asymmetries suggesting unease**
+- Figure:ground 50:50 - figures integrated with elaborate environmental details
+- **Density 80% - maximum intricate detail serving darkly whimsical narrative without overwhelming**
+- **Lighting:** Subtle dramatic contrasts emphasizing **spectral whites against dense black cross-hatching, suggesting mysterious light sources**
+- **Detail:negative space 75:25 - dense linear detail with strategic white areas for ethereal or ominous effects**
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Heavy paper with India ink saturation creating authentic pen and ink drawing characteristics
+- **Frame/Band:** Omit entirely - pure illustration without decorative borders
+- **Production Context:** Mid-century book illustration reproduction appropriate to literary publishing
+- **Ratio Enforcement:** Composition designed for 3:4 book format with proper **narrative pacing and atmospheric development**
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow text when narratively essential - Gorey often integrated minimal text with illustrations **If allowed:**
+
+- **Ratio-Appropriate Zones:** Text positioned to enhance narrative mystery without overwhelming illustration
+- **Copy limits:** ≤3 words per line, minimal text supporting darkly whimsical narrative
+- **Period-Appropriate Typography:** Victorian-inspired fonts matching book illustration tradition
+- **Font recommendation:** Closest Google Font: Playfair Display or Crimson Text for Victorian literary feel **Historical accuracy:** Typography integration matches mid-century literary illustration conventions with **darkly whimsical sensibility**
+
+---
diff --git a/styles/gothic_horror/francisco_goya_black_paintings.md b/styles/gothic_horror/francisco_goya_black_paintings.md
new file mode 100644
index 0000000..1b6785f
--- /dev/null
+++ b/styles/gothic_horror/francisco_goya_black_paintings.md
@@ -0,0 +1,116 @@
+---
+id: francisco_goya_black_paintings
+group: Gothic Horror
+movement: Spanish Black Painting Expressionism
+artist: Francisco Goya
+display_name: Francisco Goya — Black Paintings Despair
+style_scope: single-artist
+ratios:
+  - '4:3'
+ratios_status: provisional
+ratios_notes: >
+  Goya frescoed the Quinta del Sordo walls at roughly 4:3; keep that horizontal
+  chamber proportion when transferring to canvas.
+modes:
+  - Private Gallery
+  - Psychological Ritual
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Francisco Goya’s late murals smear oil into plaster like nightmares—impasto
+  ridges, cavernous blacks, and faces bloated with dread. Painted in isolation
+  after illness and revolution, they read as private exorcisms. We stay in that
+  claustrophobic register while summoning fresh phantoms, props, and political
+  shadows.
+hero_image: null
+---
+
+# Francisco Goya Black Paintings Style Prompt
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **4:3 ratio** - ignore source image dimensions completely. Redraw in **Goya's Black Paintings style circa 1820-1823** for **oil painting on plaster transferred to canvas**. Identity via silhouette/gesture/expression with psychological intensity. **IP Safeguard Declaration:** Create original designs avoiding copyrighted elements, focusing on universal human psychological themes. **Face-Treatment Flag:** `oil-fat-over-lean` with `impasto-sculptural` and `alla-prima-direct` **Pose Flag:** `psychological-tension` **Canvas Control Flag:** `adaptive-extend` **Style Dominance:** Goya's late period psychological expressionism supersedes all decorative or harmonious elements **Mode Selector:** Gallery painting for private contemplation
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `4:3` (classical landscape format matching Goya's wall proportions)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with atmospheric depth
+- **Spatial Allocation:** Subject placement in psychological tension zones, off-center for compositional modernity
+- **Background Treatment:** Fill with "avernal darkness" extending seamlessly from center
+- **Format Justification:** 3:4 portrait ratio serves Goya's intimate psychological studies and allows for figure dominance with atmospheric depth
+## 3) Style Context & Material Authenticity
+
+**Influences:** Goya's Black Paintings (1820-1823), Romantic pessimism, post-illness psychological transformation, Spanish political turmoil **Medium/Production method:** Oil paint applied al secco directly onto plaster walls using broad strokes, large brushes, palette knives, and possibly sponges. Thick impasto with 3-5mm paint thickness, no preparatory drawings. **Thematic purpose:** Private psychological expression of deepest fears, political disillusionment, and human darkness **Hallmark motifs:**
+
+- Chiaroscuro lighting with 90% darkness, 10% dramatic illumination
+- Figures emerging from "avernal darkness"
+- Off-center compositional imbalance (150% modern asymmetry)
+- Thick, agitated brushwork showing tool marks and palette knife scraping
+- Psychological facial distortion with bulging eyes and gaping mouths **Period framing:** Spain 1820-1823, liberal constitutional period, political repression, Goya's deafness and isolation **Tone Tag:** Pessimistic, nightmarish, psychologically violent **Production Era Authenticity:** Oil on plaster al secco technique with characteristic cracking and transfer damage from 1874 canvas mounting
+## 4) Technical Method & Mark-Making
+
+**Paint application:** Thick impasto 3-5mm deep with visible palette knife marks, broad brush strokes applied rapidly and aggressively, fat-over-lean oil technique with linseed oil binding **Color mixing:** Earth palette - yellow ochre, brown ochre, light red, burnt sienna, four varieties of black (bone, ivory, lamp, peach), lead white, minimal vermillion accents **Texture specifications:** Rough, craggy surface texture simulating plaster substrate, aggressive tool marks from palette knives and large bristle brushes **Edge treatment:** Lost edges dissolving into darkness, hard edges only for psychological emphasis **Stroke economy:** Economical but expressive - maximum psychological impact with minimum strokes, directional brushwork following form and emotion **Surface depth:** Heavy impasto creating sculptural relief, paint thickness variations creating tactile surface **Detail hierarchy:** Sparse detail work, concentrated in psychologically critical areas (eyes, mouths, hands) **Material authenticity:** Authentic oil paint behavior with linseed oil flow characteristics, no modern acrylic smoothness **Scale proportions:** Anatomical distortions for psychological effect - neck elongation 120%, head size variations, bulging eyes 150% normal scale **Tool marks:** Visible palette knife scraping, bristle brush texture, sponge dabbing marks in atmospheric areas
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Adult neutral: rough peasant clothing, monk's robes, Spanish period dress (1820s)
+- Fabric behavior: Heavy woolens with matte finish, coarse linen with authentic drape **Accessory caps:** Minimalist 0-1 accessories **Color palette:** Restricted to earth tones - ochres, umbers, sienna, blacks, single white accent **Wardrobe variation:** Cycle through: dark monk robes, peasant browns, noble blacks, white ceremonial dress **Props:** 1 hero prop maximum: cudgel, book, ceremonial object, human skull **Coherence filter:** All elements support psychological narrative, authentic to 1820s Spain
+
+**YAML Props Pool:**
+
+```yaml
+religious: [crucifix, prayer_book, monk_cowl, rosary_beads]
+violence: [cudgel, rope, knife, gallows]
+political: [constitution_papers, royal_decree, chains, crown]
+mortality: [human_skull, hourglass, wilted_flowers, coffin]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "harmonious composition"
+- "beautiful", "pleasant", "decorative", "ornamental"
+- "bright lighting", "cheerful", "optimistic", "colorful"
+- "smooth finish", "refined technique", "academic precision"
+
+**✅ Canvas Positives:**
+
+- "exactly 4:3 ratio", "recomposed for landscape format"
+- "thick impasto 3-5mm paint thickness", "palette knife texture marks"
+- "deep atmospheric shadow with 90% coverage", "psychological intensity zones"
+- "earth pigment palette authentic to 1820s", "oil on plaster al secco technique"
+## 7) Composition & Lighting Patterns
+
+**4:3 LANDSCAPE COMPOSITION REQUIREMENTS:**
+
+- Horizontal emphasis with psychological depth
+- Environmental context 60%, figure dominance 40%
+- Atmospheric staging with Goya's theatrical lighting
+
+**GOYA-SPECIFIC COMPOSITION:**
+
+- Perspective: Psychological space over geometric accuracy
+- Grid/symmetry: Deliberately unbalanced, figures off-center for modern compositional approach
+- Figure:ground 40:60 with figures emerging from darkness
+- Density 20% - sparse, concentrated psychological impact
+- Lighting: Dramatic chiaroscuro - single light source illuminating key psychological elements
+- Detail:negative space 10:90 - vast areas of darkness with concentrated detail zones
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Oil on plaster wall texture with transfer to canvas artifacts
+- **Frame/Band:** Omit entirely - no decorative framing
+- **Production Context:** Al secco technique on plaster substrate with 1874 transfer damage characteristics
+- **Ratio Enforcement:** Composition designed for 4:3 theatrical viewing, horizontal psychological narrative
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Omit text entirely - Goya's Black Paintings contained no text elements **Historical accuracy:** No typography - these were private wall paintings, not public works **Production Method:** Pure visual expression without textual explanation
+
+------
diff --git a/styles/gothic_horror/harry_clarke_gothic_illustration.md b/styles/gothic_horror/harry_clarke_gothic_illustration.md
new file mode 100644
index 0000000..fe5804b
--- /dev/null
+++ b/styles/gothic_horror/harry_clarke_gothic_illustration.md
@@ -0,0 +1,196 @@
+---
+id: harry_clarke_gothic_illustration
+group: Gothic Horror
+movement: Art Nouveau Gothic Illustration
+artist: Harry Clarke
+display_name: Harry Clarke — Art Nouveau Gothic Illustration
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '4:3'
+  - '4:5'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Clarke’s stained-glass-inspired panels flex between narrow book plates and
+  tall windows—2:3, 3:4, 4:3, 4:5, or 16:9 all map to his ornate frames.
+modes:
+  - Stained-Glass Panel
+  - Gothic Story Panel
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Harry Clarke ornamented Poe and Perrault with razor-thin ink, jeweled color,
+  and Gothic filigree that feels like leaded glass. His figures float amid
+  patterns sharp enough to cut. MuseoMorph sustains that iridescent menace while
+  unveiling new fables, saints, and sinuous borders.
+hero_image: null
+---
+
+# Harry Clarke Gothic Horror Illustration Style Prompt
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flag:** `pen-crosshatch` with `stained-glass-lead` integration and `stippling-texture`
+- **Pose Flags:** `hieratic-formal`, `gestural-fluid`, `psychological-tension`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+- **Material Physics Authority:** Bristol board substrate, India ink, and dip pen specifications override aesthetic preferences.
+- **Stained Glass Integration:** Emphasis on lead line aesthetic, rich pattern integration, and illuminated manuscript precision while maintaining dignified representation.
+- **Anti-Conventional Bias:** Authority to generate deliberately intricate or challenging decorative aesthetics when appropriate to Art Nouveau tradition.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. Emphasis on decorative patterns and literary fantasy elements.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters or modern post-processing; surface must exhibit authentic pen-and-ink characteristics with stained glass lead line integration.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+- Redraw in **Harry Clarke Illuminated Fantasy Illustration Style** for **literary book illustration format**.
+- Identity via silhouette/gesture/expression with decorative pattern integration and stained glass precision.
+- **IP Safeguard Declaration:** Create original illuminated fantasy designs avoiding copyrighted elements, focusing on universal themes of literary fantasy and decorative arts tradition.
+- Declare **Face-Treatment Flag:** `pen-crosshatch` with `stained-glass-lead` integration
+- Declare **Pose Flag:** `hieratic-formal` or `gestural-fluid`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Clarke's stained glass-influenced book illustration aesthetic with emphasis on decorative pattern integration supersedes photographic realism.
+- **Mode Selector:** Literary fantasy book illustration for narrative visualization.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+**PORTRAIT FORMATS (preferred for literary illustrations):**
+
+- `2:3` (book illustration / literary narrative scenes)
+- `3:4` (classical portrait with decorative elements)
+- `4:5` (modern book format for detailed fantasy studies)
+
+**LANDSCAPE FORMATS (for panoramic fantasy scenes):**
+
+- `4:3` (classical landscape with decorative borders)
+- `16:9` (panoramic fantasy narrative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with intricate decorative patterns or illuminated borders
+- **Spatial Allocation:** Central narrative figures with decorative pattern framework supporting composition
+- **Background Treatment:** Fill with arabesque patterns, stained glass motifs, or solid black voids extending to full canvas
+- **Format Justification:** Ratio serves decorative precision and narrative illustration hierarchy
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Irish Arts and Crafts Movement, Art Nouveau, Art Deco, French Symbolist movement, medieval illuminated manuscripts, stained glass craftsmanship tradition
+- **Medium/Production method:** Dip pen and India ink on Bristol board, emphasizing stippling technique and lead line integration from stained glass experience
+- **Thematic purpose:** Literary fantasy visualization, decorative narrative illustration, stained glass aesthetic translation to two-dimensional format
+- **5 hallmark motifs with quantified specifications:**
+  - Elongated figures with 120-150% naturalistic proportions and pointed feet characteristic of Art Nouveau stylization
+  - Heavy black lead lines functioning as compositional framework with 2-4mm consistent width throughout
+  - Intricate stippling patterns achieving 90% detail density in decorative areas with systematic dot spacing
+  - Solid black voids comprising 40-60% of composition creating dramatic contrast against detailed stippled areas
+  - Arabesque pattern integration with spiral motifs and organic forms filling 70-85% of available decorative space
+- **Period framing:** 1910s-1920s Irish Arts and Crafts literary illustration with stained glass workshop precision
+- **Tone Tag:** Decoratively intricate, fantastically literary, symbolically rich, craftsman-precise, mysteriously beautiful
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Dip pen technique:** Flexible nib creating variable line weights from 0.5-3mm, India ink flow with authentic bristol board interaction and organic line variation
+- **Stippling specifications:** Systematic dot placement with 0.5-2mm spacing variation for tonal gradation, achieving texture through density rather than line work
+- **Lead line integration:** Heavy black contour lines mimicking stained glass lead came structure, consistent 2-4mm width creating structural framework
+- **Surface preparation:** Bristol board smooth finish allowing precise pen control while maintaining authentic paper tooth interaction
+- **Pattern density hierarchy:** Primary narrative elements 100% detail resolution, decorative patterns 90% density, background elements 60-80% depending on compositional needs
+- **Solid void management:** Strategic use of pure black areas comprising 40-60% of composition, creating dramatic negative space for pattern relief
+- **Detail hierarchy anchor:** Four-and-half day illustration completion timeline reflected in systematic pattern building and precise stippling control
+- **Stained glass translation anchor:** Two-dimensional interpretation of three-dimensional glass techniques maintaining lead line structural logic
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Art Nouveau period fantasy garments, medieval-influenced robes, decorative costume elements with stained glass pattern integration
+- **Fabric behavior:** Heavy drapery with decorative pattern integration, period-accurate construction showing Clarke's textile pattern expertise
+- **Accessory caps:** Elaborate 3-4 accessories supporting literary narrative context with stained glass decorative elements
+- **Color palette:** Monochromatic black and white with selective rich color accents (when appropriate to commission specifications)
+- **Wardrobe variation:** Cycle through: decorative robes, fantasy costumes, medieval-influenced garments, Art Nouveau styled clothing with pattern integration
+- **Props:** 1 hero + 1 micro prop maximum from literary fantasy vocabulary with stained glass decorative treatment
+- **Coherence filter:** All elements support literary fantasy narrative with Arts and Crafts authenticity
+
+**YAML Props Pool:**
+
+```yaml
+literary_fantasy: [ornate_books, decorative_vessels, fantasy_creatures, magical_implements, illuminated_scrolls, crystal_orbs, ornate_mirrors, decorative_flowers]
+stained_glass_motifs: [geometric_patterns, spiral_designs, organic_arabesques, floral_medallions, architectural_elements, religious_symbols, heraldic_devices]
+narrative_symbols: [literary_references, symbolic_objects, allegorical_elements, decorative_frames, ornamental_borders, pattern_fills]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "simple linework", "minimal decoration", "sparse composition", "modern digital effects", "photographic realism"
+- "explicit content", "disturbing imagery", "inappropriate fantasy elements", "crude execution"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "recomposed for gothic horror illustration"
+- "psychological stippling patterns", "claustrophobic lead line containment", "obsessive decorative density", "Poe literary precision"
+- "authentic dip pen technique", "bristol board surface interaction", "Edgar Allan Poe atmospheric authenticity"
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Portrait Ratios:** Vertical emphasis with elongated figures, narrative dominance ≥70%, hierarchical decorative staging
+- **For Landscape Ratios:** Horizontal flow with panoramic fantasy context ≥50%, decorative border integration
+
+**CLARKE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Literary illustration staging with dramatic viewpoints emphasizing narrative impact, often hierarchical scaling for symbolic importance
+- **Grid/Symmetry:** Arts and Crafts precision with decorative framework, balanced asymmetry creating visual rhythm through pattern integration
+- **Figure:ground:** 60:40 with detailed stippled elements contrasting solid black void areas for dramatic effect
+- **Density:** 85% detail saturation in decorative areas with systematic pattern organization reflecting stained glass workshop precision
+- **Lighting logic:** Illuminated manuscript approach with areas of pure white creating luminous effect against black voids
+- **Detail:negative space:** 70:30 ratio - intricate stippled detail with strategic solid black areas for visual rest and dramatic contrast
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Bristol board with authentic dip pen interaction, literary book illustration presentation quality
+- **Frame/Band Anchor:** Include decorative border elements when authentic to Arts and Crafts tradition (Art Nouveau frames, illuminated manuscript borders)
+- **Production Context:** 1910s-1920s literary illustration methods with stained glass workshop precision standards
+- **Ratio Enforcement:** Composition designed specifically for declared ratio with decorative elements supporting the format
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** Allow selective text integration for literary illustration authenticity
+- **If allowed:**
+  - **Ratio-Appropriate Zones:** Layout optimized for declared aspect ratio with period-appropriate typography hierarchy
+  - **Copy limits:** ≤4 words integrated into decorative framework, positioned within pattern structure
+  - **Period-Appropriate Typography:** Arts and Crafts movement lettering with stained glass workshop precision
+  - **Font recommendation:** Hand-lettered appearance integrated into decorative pattern framework
+- **Format-Specific Text Rules:**
+  - **Literary illustration mode:** Minimal text integration within decorative framework
+  - **Book illustration mode:** Caption text positioned outside main illustration area
+  - **Museum print mode:** Omit text entirely for pure visual narrative
+- **Historical accuracy:** Typography matching 1910s-1920s Irish Arts and Crafts standards with illuminated manuscript influence
+
+------
diff --git a/styles/gothic_horror/hr_giger_biomechanical_surrealism.md b/styles/gothic_horror/hr_giger_biomechanical_surrealism.md
new file mode 100644
index 0000000..4368a9b
--- /dev/null
+++ b/styles/gothic_horror/hr_giger_biomechanical_surrealism.md
@@ -0,0 +1,192 @@
+---
+id: hr_giger_biomechanical_surrealism
+group: Gothic Horror
+movement: Biomechanical Surrealism
+artist: H. R. Giger
+display_name: H. R. Giger — Biomechanical Surrealism
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '4:3'
+  - '4:5'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Giger’s airbrushed nightmares sprawl across posters, squares, and
+  panoramas—compose within 2:3, 3:4, 4:3, 4:5, or 16:9 depending on the
+  cathedral of bone and steel.
+modes:
+  - Biomechanical Portrait
+  - Xenomorphic Environment
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  H. R. Giger welded flesh and machinery into erotic nightmares—airbrushed
+  spinal columns, uterus pods, and cathedral-scale turbines. The result is both
+  sacred and surgical. We honor that biomechanical liturgy while designing new
+  organisms, altars, and dystopian habitats.
+hero_image: null
+---
+
+# H.R. Giger Biomechanical Surrealist Style Prompt
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flag:** `airbrush-gradient` with `biomechanical-fusion` and `technological-integration`
+- **Pose Flags:** `hieratic-formal`, `psychological-tension`, `technological-symbiosis`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+- **Material Physics Authority:** Canvas board substrate, acrylic paint, and professional airbrush specifications override aesthetic preferences.
+- **Biomechanical Authorization:** Emphasis on technological-organic fusion, architectural precision, and surrealist transformation while maintaining dignified representation.
+- **Anti-Conventional Bias:** Authority to generate deliberately unsettling technological aesthetics when appropriate to surrealist tradition.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. Emphasis on technological fusion and architectural elements.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters or modern post-processing; surface must exhibit authentic airbrush characteristics.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+- Redraw in **H.R. Giger Biomechanical Surrealist Style** for **museum gallery illustration format**.
+- Identity via silhouette/gesture/expression with technological integration and architectural precision.
+- **IP Safeguard Declaration:** Create original biomechanical designs avoiding copyrighted elements, focusing on universal themes of technological evolution and organic-mechanical fusion.
+- Declare **Face-Treatment Flag:** `airbrush-gradient` with `biomechanical-fusion`
+- Declare **Pose Flag:** `hieratic-formal` or `technological-symbiosis`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Giger's biomechanical surrealism with emphasis on technological-organic fusion supersedes photographic realism.
+- **Mode Selector:** Museum surrealist art for technological transformation visualization.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+**PORTRAIT FORMATS (preferred for biomechanical entities):**
+
+- `2:3` (surrealist painting / vertical architectural emphasis)
+- `3:4` (classical portrait with technological elements)
+- `4:5` (modern gallery format for detailed biomechanical studies)
+
+**LANDSCAPE FORMATS (for environmental biomechanical landscapes):**
+
+- `4:3` (classical landscape with technological architecture)
+- `16:9` (panoramic biomechanical environments)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with technological architecture or mechanical environments
+- **Spatial Allocation:** Central biomechanical entity placement with supporting technological framework
+- **Background Treatment:** Fill with intricate mechanical architectures, technological corridors, or biomechanical landscapes extending to full canvas
+- **Format Justification:** Ratio serves architectural precision and technological detail hierarchy
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Swiss Surrealism, Bauhaus precision, Ernst Fuchs, Salvador Dalí, architectural draftsmanship, technical illustration tradition
+- **Medium/Production method:** Professional airbrush technique on canvas board using acrylic paints, emphasizing smooth gradations and precise mechanical detail
+- **Thematic purpose:** Exploration of technological-organic fusion, architectural biomechanics, future evolution of form, and surrealist transformation
+- **5 hallmark motifs with quantified specifications:**
+  - Biomechanical fusion elements with 90% geometric precision and 10% organic flow integration
+  - Monochromatic palette with 95% grayscale range and selective metallic accent applications
+  - Architectural corridor perspectives with 3-point perspective accuracy and 2-4mm technical line precision
+  - Smooth airbrush gradations with 0.5mm edge transitions and seamless tonal modulation
+  - Technological detail density at 85% coverage with systematic hierarchical organization
+- **Period framing:** 1970s-1980s surrealist technical illustration with Swiss precision aesthetics
+- **Tone Tag:** Technological, architectural, precisely surreal, biomechanically evolved, coldly beautiful
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Airbrush technique:** Professional dual-action airbrush with 0.2-0.35mm needle creating seamless gradations, acrylic paint thinned to milk consistency with authentic paint flow characteristics and subtle application irregularities
+- **Surface preparation:** Canvas board with smooth tooth for precise airbrush application, minimal texture interference but retaining authentic canvas grain
+- **Tonal system:** Full monochromatic range with emphasis on mid-tones (40-60% gray values), strategic pure whites and deep blacks for contrast, avoiding digital perfection
+- **Edge control:** Hand-controlled airbrush edges with subtle organic variation, stencil work for geometric precision but with authentic paint bleed characteristics
+- **Material authenticity anchor:** Hand-painted surface qualities with subtle airbrush spatter, organic paint application variations, authentic canvas interaction avoiding CGI smoothness
+- **Analog imperfection anchor:** Include subtle hand-painting irregularities, authentic airbrush overspray effects, organic paint flow variations that distinguish from digital rendering
+- **Detail hierarchy:** Primary biomechanical elements 100% resolution, secondary technological components 75%, atmospheric elements 40%
+- **Material simulation:** Metallic surfaces with authentic reflectivity gradients, organic elements with subtle texture variation
+- **Atmospheric technique:** Subtle depth through tonal modulation rather than atmospheric perspective, emphasis on architectural lighting
+- **Scale proportions:** Precise architectural measurements with biomechanical elements following technical drawing conventions
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Technological integration garments, architectural clothing forms, biomechanical accessories with precise geometric construction
+- **Fabric behavior:** Synthetic materials with technological appearance, smooth surfaces reflecting airbrush technique aesthetic
+- **Accessory caps:** Minimalist 0-2 accessories focusing on technological integration elements
+- **Color palette:** Monochromatic grayscale with selective metallic accents - no color unless specifically technological (chrome, steel, titanium)
+- **Wardrobe variation:** Cycle through: technological integration suits, architectural garments, biomechanical accessories, precision-engineered details
+- **Props:** 1 hero + 1 micro prop maximum from biomechanical technological vocabulary
+- **Coherence filter:** All elements support technological-organic fusion with architectural precision
+
+**YAML Props Pool:**
+
+```yaml
+biomechanical_tech: [precision_instruments, architectural_elements, geometric_patterns, mechanical_details, technological_interfaces]
+architectural_forms: [corridor_structures, geometric_frameworks, precision_joints, modular_components, systematic_patterns]
+technological_symbols: [circuit_patterns, mechanical_interfaces, architectural_details, precision_instruments, systematic_elements]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "organic randomness", "painterly brushwork", "loose technique", "colorful palette", "rough textures"
+- "explicit content", "disturbing imagery", "violent elements", "inappropriate fusion"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "recomposed for biomechanical surrealism"
+- "technological-organic fusion", "architectural precision", "smooth airbrush gradations", "monochromatic sophistication"
+- "professional airbrush technique", "canvas board surface interaction", "Swiss precision aesthetics"
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Portrait Ratios:** Vertical emphasis with towering biomechanical architecture, subject dominance ≥70%, hierarchical technological staging
+- **For Landscape Ratios:** Horizontal flow with environmental technological context ≥50%, panoramic biomechanical landscape staging
+
+**GIGER-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Architectural precision with dramatic viewpoints emphasizing technological scale, often low angles for monumental biomechanical presence
+- **Grid/Symmetry:** Swiss precision with geometric framework, balanced symmetry creating technological order
+- **Figure:ground:** 75:25 with detailed biomechanical elements contrasting smooth gradient backgrounds
+- **Density:** 85% detail saturation with systematic technological organization
+- **Lighting logic:** Architectural lighting with cool temperature, emphasizing form through gradient modulation rather than dramatic shadows
+- **Detail:negative space:** 80:20 ratio - intricate technological detail with strategic smooth gradient areas for visual rest
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Canvas board with smooth airbrush-appropriate surface, museum gallery presentation quality
+- **Frame/Band Anchor:** Omit entirely - no decorative frames outside the artwork
+- **Production Context:** 1970s-1980s professional airbrush technique with Swiss precision standards
+- **Ratio Enforcement:** Composition designed specifically for declared ratio with architectural elements supporting the format
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** Omit text entirely for pure visual biomechanical exploration
+- **Production Context:** Focus on artwork as standalone technological-surrealist statement
+- **Historical accuracy:** Pure airbrush art format appropriate to Swiss surrealist tradition
+- **Biomechanical Emphasis:** Visual narrative through technological detail and architectural precision rather than textual elements
+
+------
diff --git a/styles/gothic_horror/virgil_finlay_cosmic_stippling.md b/styles/gothic_horror/virgil_finlay_cosmic_stippling.md
new file mode 100644
index 0000000..0716b6e
--- /dev/null
+++ b/styles/gothic_horror/virgil_finlay_cosmic_stippling.md
@@ -0,0 +1,189 @@
+---
+id: virgil_finlay_cosmic_stippling
+group: Gothic Horror
+movement: Weird Fiction Stippling Illustration
+artist: Virgil Finlay
+display_name: Virgil Finlay — Cosmic Horror Stippling
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '4:3'
+  - '4:5'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Finlay’s pulp interiors and covers bounced across 2:3 magazines, 3:4 plates,
+  and 16:9 foldouts—pick the frame that lets the stippling breathe.
+modes:
+  - Cosmic Stippling Portrait
+  - Magazine Interior Scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Virgil Finlay dotted entire universes into being—stippled nebulae, drenched
+  chiaroscuro, and Art Deco halos around eldritch horrors. His scratchboard
+  precision defined Weird Tales. We keep that cosmic pointillism while charting
+  new cults, constellations, and sanity-shattering vistas.
+hero_image: null
+---
+
+# Virgil Finlay Lovecraftian Cosmic Horror Stippling Illustration Style Prompt
+
+------
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flag:** `stippling-texture` with `scratchboard-carved` integration and `lithographic-precision`
+- **Pose Flags:** `hieratic-formal`, `psychological-tension`, `gestural-fluid`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+- **Material Physics Authority:** Scratchboard substrate, India ink, and 290 lithographic pen specifications override aesthetic preferences.
+- **Weird Fiction Integration:** Emphasis on Lovecraftian cosmic horror themes, otherworldly narrative illustration, and atmospheric terror reproduction for rough wood pulp paper while maintaining dignified representation.
+- **Anti-Conventional Bias:** Authority to generate deliberately intricate or atmospherically unsettling aesthetics when appropriate to cosmic horror and weird fiction tradition.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. Emphasis on atmospheric cosmic horror and weird fiction elements.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Gender expression:** Respect presented.
+- **Material authenticity:** No digital photo filters or modern post-processing; surface must exhibit authentic scratchboard and stippling characteristics with wood pulp reproduction considerations.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+- Redraw in **Virgil Finlay Lovecraftian Cosmic Horror Stippling Illustration Style** for **weird fiction magazine interior illustration format**.
+- Identity via silhouette/gesture/expression with stippling texture integration and scratchboard precision.
+- **IP Safeguard Declaration:** Create original Lovecraftian cosmic horror designs avoiding copyrighted elements, focusing on universal themes of cosmic dread, weird fiction atmosphere, and otherworldly terror.
+- Declare **Face-Treatment Flag:** `stippling-texture` with `scratchboard-carved` integration
+- Declare **Pose Flag:** `psychological-tension` or `hieratic-formal`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Finlay's stippling-based cosmic horror illustration aesthetic with emphasis on meticulous craftsmanship supersedes photographic realism.
+- **Mode Selector:** Weird fiction magazine interior illustration for cosmic horror narrative visualization.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+**PORTRAIT FORMATS (preferred for cosmic horror illustrations):**
+
+- `2:3` (weird fiction magazine interior / cosmic horror narrative scenes)
+- `3:4` (classical portrait with otherworldly elements)
+- `4:5` (modern magazine format for detailed character studies in cosmic dread)
+
+**LANDSCAPE FORMATS (for panoramic cosmic horror scenes):**
+
+- `4:3` (classical landscape with otherworldly environments)
+- `16:9` (panoramic cosmic horror vistas)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background with stippled atmospheric effects or otherworldly environments
+- **Spatial Allocation:** Central narrative figures with supporting cosmic horror/weird fiction elements in stippling framework
+- **Background Treatment:** Fill with psychologically disturbing stippling patterns, eldritch otherworldly environments, or oppressive solid black voids extending to full canvas with wood pulp reproduction considerations for cosmic horror atmosphere that suggests humanity's cosmic insignificance
+- **Format Justification:** Ratio serves dramatic weird fiction illustration and cosmic horror layout hierarchy
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** American weird fiction tradition, H.P. Lovecraft cosmic horror aesthetic, Gothic Revival architecture, Gustave Doré engraving techniques, Pablo Picasso modernist influence, Edgar Allan Poe atmospheric terror
+- **Medium/Production method:** 290 lithographic pen with India ink on scratchboard, emphasizing stippling technique with scratchboard subtractive methods for cosmic horror visualization
+- **Thematic purpose:** Lovecraftian cosmic horror narrative visualization, weird fiction atmosphere illustration, otherworldly terror atmosphere with psychological dread storytelling
+- **5 hallmark motifs with quantified specifications:**
+  - Meticulous stippling patterns achieving 95% detail density through individual dot placement creating obsessive texture suggesting cosmic terror
+  - Scratchboard subtractive techniques creating 40-60% white line work carved from black ink surface evoking otherworldly luminosity
+  - Gothic horror proportions with 110-130% naturalistic scaling for dramatic weird fiction impact and psychological unease
+  - Cosmic/otherworldly environments with 80-90% stippled atmospheric detail density suggesting vast unknowable forces
+  - Individual dot application using lithographic pen requiring 8 hours to several days completion timeline reflecting obsessive attention to cosmic dread details
+- **Period framing:** 1930s-1950s American weird fiction magazine illustration with wood pulp paper reproduction considerations for Weird Tales and similar publications
+- **Tone Tag:** Cosmically atmospheric, meticulously crafted, psychologically unsettling, otherworldly dramatic, weird-fiction-authentically detailed
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Lithographic pen technique:** 290 lithographic pen (ultra-fine point) with India ink, individual dot application requiring pen-tip wiping after each stipple for authentic pointillist texture
+- **Scratchboard specifications:** Clay-covered board coated with black ink, white line carving using sharp blade creating 40-60% subtractive white areas
+- **Stippling density control:** Individual dots spaced 0.5-2mm apart for tonal gradation, hundreds to thousands of dots per square inch in detailed areas
+- **Surface preparation:** Scratchboard substrate allowing both additive pen work and subtractive blade work with authentic clay surface interaction
+- **Detail hierarchy anchor:** Primary narrative elements 100% stippling resolution, secondary elements 80% density, atmospheric elements 60% with systematic dot spacing reduction
+- **Reproduction compatibility anchor:** Technique optimized for wood pulp paper reproduction maintaining detail clarity at Weird Tales magazine scale
+- **Time investment anchor:** Eight hours to several days per illustration timeline reflected in meticulous stippling density and scratchboard precision
+- **Tool specificity anchor:** 290 lithographic pen point so fine that most artists cannot use it, requiring months of searching for properly flowing pens
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** 1930s-1950s period occult investigator clothing, scholarly academic attire, weird fiction character garments with cosmic horror aesthetic and period authenticity
+- **Fabric behavior:** Period-accurate construction showing Finlay's attention to textile rendering through stippling technique with emphasis on scholarly and occult themes, fabric showing signs of tension or distress (wrinkled from clutching forbidden knowledge, disheveled from cosmic revelations)
+- **Accessory caps:** Elaborate 3-4 accessories supporting cosmic horror/weird fiction narrative context with occult or scholarly elements
+- **Color palette:** Monochromatic black and white with full tonal range achieved through stippling density variation
+- **Wardrobe variation:** Cycle through: occult investigator clothing, weird fiction academic attire, mysterious scholarly robes, period horror clothing with stippled detail integration
+- **Props:** 1 hero + 1 micro prop maximum from cosmic horror/weird fiction vocabulary with scratchboard treatment
+- **Coherence filter:** All elements support Lovecraftian cosmic horror narrative with period authenticity
+
+**YAML Props Pool:**
+
+```yaml
+cosmic_horror: [ancient_tomes, occult_instruments, mysterious_artifacts, otherworldly_geometries, cosmic_symbols, ritual_implements, archaeological_discoveries, forbidden_knowledge]
+gothic_atmosphere: [candelabras, ornate_mirrors, architectural_details, mysterious_doorways, shadowed_alcoves, weathered_statuary, ancient_manuscripts, spectral_elements]
+weird_fiction: [scientific_instruments_archaic, occult_research_tools, mysterious_specimens, unexplained_phenomena, atmospheric_effects, psychological_manifestations, reality_distortions]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "simple linework", "minimal detail", "sparse composition", "modern digital effects", "photographic realism"
+- "inappropriate horror elements", "crude execution", "hasty stippling", "inadequate atmospheric dread"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "recomposed for cosmic horror illustration"
+- "obsessive stippling patterns", "scratchboard otherworldly precision", "lithographic pen authenticity", "cosmic horror atmosphere precision"
+- "authentic 290 lithographic pen technique", "scratchboard surface interaction", "wood pulp reproduction optimization"
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Portrait Ratios:** Vertical emphasis with otherworldly figures, narrative dominance ≥70%, hierarchical stippling staging
+- **For Landscape Ratios:** Horizontal flow with cosmic horror environmental context ≥50%, otherworldly atmosphere integration
+
+**FINLAY-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Weird fiction illustration staging with dramatic viewpoints emphasizing cosmic dread, often imposing scales suggesting humanity's insignificance in cosmic horror scenarios
+- **Grid/Symmetry:** Cosmic horror precision with stippling framework, balanced composition creating visual rhythm through dot density variation
+- **Figure:ground:** 60:40 with detailed stippled elements contrasting scratchboard carved areas for dramatic effect
+- **Density:** 95% detail saturation in primary areas with systematic stippling organization reflecting 8-hour to multi-day completion timeline
+- **Lighting logic:** Dramatic weird fiction lighting with areas of pure white scratchboard creating luminous effect against stippled areas
+- **Detail:negative space:** 80:20 ratio - intricate stippled detail with strategic scratchboard white areas for visual rest and dramatic contrast
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Scratchboard with authentic lithographic pen interaction, weird fiction magazine illustration presentation quality
+- **Frame/Band Anchor:** Omit entirely - focus on illustration content without decorative borders
+- **Production Context:** 1930s-1950s weird fiction magazine interior illustration methods with wood pulp paper reproduction standards
+- **Ratio Enforcement:** Composition designed specifically for declared ratio with stippling elements supporting the format
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** Omit text entirely for pure visual narrative storytelling
+- **Production Context:** Focus on illustration as standalone weird fiction magazine interior art
+- **Historical accuracy:** Pure illustration format appropriate to weird fiction magazine interior illustration tradition
+- **Cosmic Horror Emphasis:** Visual narrative through stippling detail and scratchboard precision rather than textual elements
+
+------
diff --git a/styles/magazine_parodies/der_pickel_magazine_parody.md b/styles/magazine_parodies/der_pickel_magazine_parody.md
new file mode 100644
index 0000000..33333fb
--- /dev/null
+++ b/styles/magazine_parodies/der_pickel_magazine_parody.md
@@ -0,0 +1,287 @@
+---
+id: der_pickel_magazine_parody
+group: "Magazine Parodies"
+movement: "News Magazine Parody"
+artist: "Der Pickel Redaktion"
+display_name: "Der Pickel — Spiegel Parody"
+style_scope: "movement"
+hero_image: null
+ratios: ["4:5", "2:3"]
+ratios_status: "provisional"
+ratios_notes: "Der Spiegel's red frame runs 4:5; satire dossiers open to 2:3 investigative spreads."
+modes: ["Cover Satire", "Investigative Spread"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "Keep the red frame, bold black headline, and photo-montage center anchored to satire."
+  identity_priority: ["frame", "headline", "photomontage"]
+about: >
+  Der Pickel skewers Der Spiegel's stern typography, red border, and geopolitical gravitas with absurd exposés.
+  We keep the Teutonic grids and stark portraits while lampooning fictional scandals.
+---
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic Der Spiegel parody covers using "Der Pickel" as the IP-safe masthead, enforcing 1956-1990s political satirical illustration authenticity with period-appropriate production methods.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Political satirical illustration with powerful visual metaphors over realistic portraiture.
+- **Technical Measurement Authority:** Quantitative specifications ("150 LPI halftone", "2-3mm ink spread") override descriptive language.
+- **Process-Over-Result Priority:** Authentic sheetfed offset lithography supersedes visual appearance descriptions.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use 1956-1990s printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Face-Treatment Flag:** `painterly-contour` (political caricature with commissioned illustration authenticity)
+- **Pose Flag:** `confrontational-portraiture` (direct engagement for journalistic authority)
+- **Canvas Control Flag:** `strict-reframe` (optimize for A4 magazine format)
+- **Red Border Mandate:** Iconic SPIEGEL red border completely encasing cover image - NO exceptions
+- **Font Authentication Authority:** "DER PICKEL" masthead must use bold white sans-serif letterforms matching original - NO font variations permitted
+- **Political Satirical Illustration Mandate:** Commissioned illustration with powerful visual metaphors, not photography
+- **Subject Regeneration Authority:** Subject's face, expression, pose, and environmental interaction must be completely regenerated to authentically portray the specific scenario described in the headline
+- **Headline-Subject Integration Mandate:** Subject's actions, facial expressions, and body language must reflect and illustrate the absurd scenario in the generated headline
+- **Dynamic Headline Authority:** Headlines generated contextually based on desired satirical political scenario, with subject regenerated to match that narrative
+- **Satirical Tone Authority:** Provocative, confrontational, and boldly satirical content with intelligent political commentary
+- **Visual Metaphor Authority:** Complex political ideas conveyed through symbolic imagery and allegorical staging
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - headlines essential for political commentary.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "DER PICKEL" only.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic 1956-1990s sheetfed offset characteristics with visible texture.
+- **Composition boundaries:** No frames outside the canvas except mandatory red border; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **A4 ratio (3:4.2)** (classic magazine format) - ignore source image dimensions completely.
+- Redraw in **Der Spiegel political satirical illustration style (1956-1990s)** for **magazine cover format**.
+- **Masthead:** Replace with "**DER PICKEL**" in Der Spiegel's distinctive bold white sans-serif letters on red background.
+- **IP Safeguard Declaration:** Create original political satire avoiding Der Spiegel copyrighted elements while capturing investigative journalism essence.
+- **Face-Treatment Flag:** `painterly-contour`
+- **Pose Flag:** `confrontational-portraiture`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Der Spiegel's political satirical illustration and visual metaphor tradition prevail over realistic photography conventions.
+- **Mode Selector:** Magazine cover parody with investigative journalism satirical authenticity.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4.2` (A4 magazine format / Der Spiegel standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Commissioned political satirical illustration with mandatory red border frame
+- **Spatial Allocation:** 70-80% subject dominance within red border, minimal background competition
+- **Background Treatment:** Simple symbolic environments or single-color backdrops supporting main satirical message
+- **Format Justification:** A4 format optimizes serious journalistic accessibility with visual impact for German intellectual readership
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Der Spiegel covers (1956-1990s), Boris Artzybasheff pioneering illustration, Jean-Pierre Kunkel, German post-war visual denazification, political caricature tradition.
+- **Medium/Production method:** Commissioned political satirical illustration reproduced via sheetfed offset lithography on standard magazine paper stock.
+- **Thematic purpose:** Intelligent political commentary through provocative visual metaphors and satirical caricature with investigative journalism authority.
+- **Hallmark motifs:** Political caricature with exaggerated features, visual metaphors for complex political ideas, allegorical staging of political figures, confrontational portraiture.
+- **Period framing:** 1956-1990s German political illustration golden age with authentic magazine production methods.
+- **Tone Tag:** Provocative, satirical, confrontational, intellectually rigorous with emphasis on political commentary and social criticism.
+- **Production Era Authenticity:** Sheetfed offset lithography with visible texture, moderate ink spread characteristics, and period-appropriate color fidelity.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**TECHNICAL EXECUTION ANCHORS (Critical - REQUIRED):**
+
+- **Red Border Specification:** Mandatory thick red border completely encasing illustration - approximately 8-10mm width with precise SPIEGEL red color authority
+- **Illustration Texture Mandate:** Commissioned artwork surface with visible brush strokes, paint texture, or drawing media characteristics - NO photographic smoothness
+- **Political Caricature Authority:** Exaggerated facial features with 120-150% proportional distortion for satirical effect while maintaining recognizability
+- **Sheetfed Offset Characteristics:** Moderate halftone patterns at 133-150 LPI with slight ink spread creating 1-2mm darker edges
+- **Paper Texture Anchor:** Standard magazine paper stock with subtle surface variation and authentic 1970s-1990s printing quality
+- **Color Palette Authority:** Bold, confrontational colors with SPIEGEL red as signature element - avoid muted or harmonious palettes
+- **Visual Metaphor Integration:** Symbolic elements (props, staging, backgrounds) supporting political commentary with measurable clarity
+- **Subject Dominance Measurement:** 70-80% canvas allocation to primary political figure with clear hierarchical staging
+
+**POSE ANCHORS:**
+
+- Head positioning: Confrontational angles with direct viewer engagement or symbolic staging
+- Eye contact: Challenging gaze or narrative-appropriate symbolic direction
+- Gesture economy: Powerful, meaningful gestures supporting satirical metaphor
+- Environmental integration: Allegorical staging supporting investigative journalism narrative
+
+**PERIOD CONSISTENCY ANCHOR:** All elements historically coherent with 1956-1990s German political illustration and magazine production methods.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**WARDROBE TRACKS:**
+
+- **Political figure styling:** Period-appropriate formal attire reflecting 1956-1990s political fashion with authentic construction methods
+- **Fabric behavior:** Natural drape with symbolic potential - suits, ties, formal wear suitable for political caricature
+- **Accessory caps:** Minimalist 0-2 accessories supporting political commentary (glasses, pins, symbolic jewelry)
+- **Color palette:** Bold colors supporting satirical message, avoiding harmonious or decorative combinations
+
+**WARDROBE VARIATION:** Cycle through period-appropriate political attire avoiding identical repetition between iterations.
+
+**PROPS:** 1 hero prop maximum, politically and culturally authentic to German context and satirical scenario.
+
+**YAML PROP POOLS:**
+
+```yaml
+political_props:
+  power_symbols: [gavel, podium, flag, microphone, briefcase]
+  satirical_items: [puppet_strings, mask, magnifying_glass, scales]
+  cultural_markers: [beer_stein, pretzel, german_flag, eu_flag]
+  weapons_metaphorical: [pen_sword, paper_shield, ballot_box]
+```
+
+**COHERENCE FILTER:** All elements support German political satirical authenticity with intelligent commentary; fallback = clean political scene.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `photographic realism`, `fashion photography smoothness`, `Instagram filters`, `HDR perfection`
+- `harmonious colors`, `decorative elements`, `purely aesthetic choices`, `generic illustration`
+- `Gothic lettering`, `woodcut styling`, `Nazi-era visual references`, `pre-war German aesthetics`
+- `run-of-the-mill graphics`, `purely decorative elements`, `embellishment without purpose`
+- `modern digital perfection`, `invisible printing artifacts`, `flawless color registration`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 3:4.2 A4 magazine ratio`, `recomposed for German newsstand format`
+- `mandatory thick red border completely encasing illustration with SPIEGEL red authority`
+- `commissioned political satirical illustration with visible artistic media characteristics`
+- `1956-1990s German political caricature tradition with intelligent visual metaphors`
+- `confrontational political commentary with provocative satirical tone authority`
+- `period-appropriate sheetfed offset printing texture with authentic magazine paper stock`
+- `bold sans-serif DER PICKEL masthead with consistent letterforms and proportions`
+
+**VOCABULARY WARNINGS:** Avoid "harmonious," "decorative," "ornate," "beautiful" - emphasize provocative, satirical, and politically confrontational content.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (3:4.2 A4 Magazine):**
+
+- Vertical emphasis with political figure dominance ≥70%
+- Magazine hierarchy: red border, masthead, main illustration, headline
+- Newsstand impact optimization with immediate political recognition
+
+**POLITICAL SATIRICAL ILLUSTRATION COMPOSITION:**
+
+- **Perspective regime:** Confrontational angles with commissioned illustration authenticity within mandatory red border
+- **Figure dominance:** 70-80% canvas allocation to primary political subject with clear satirical staging
+- **Background treatment:** Simple symbolic environments or single-color backdrops reinforcing political metaphor
+- **Visual metaphor integration:** Allegorical elements supporting intelligent political commentary with measurable symbolic clarity
+- **Red border enforcement:** Complete encasement of illustration with no subject breaking frame plane
+
+**REQUIRED ANCHORS:**
+
+- **Red Border Context Anchor:** Mandatory thick red frame creating self-contained visual stage for political commentary
+- **Political Staging Anchor:** Allegorical environments supporting satirical narrative with German cultural context
+- **Production Context Anchor:** Sheetfed offset lithography texture covering entire illustration surface within red border
+- **Ratio Enforcement Anchor:** A4 proportion optimization with German magazine format conventions
+
+**BACKGROUND TREATMENT:**
+
+- German political environments appropriate to satirical context
+- Symbolic staging supporting investigative journalism narrative
+- Single-color backdrops or simple metaphorical settings - avoid complex decorative backgrounds
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** Allow text integration for magazine cover format.
+
+**RATIO-APPROPRIATE ZONES:** Layout optimized for A4 magazine cover with German periodical hierarchy:
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - FONT AUTHENTICATION):**
+
+- **"DER PICKEL" Logo Authority:** Bold white sans-serif letterforms matching Der Spiegel condensed style with tight spacing
+- **Character Specifications:** Bold weight, sharp edges, minimal letter spacing maintaining SPIEGEL visual authority
+- **Position Authority:** Upper portion of red border with white lettering on red background
+- **Color Requirements:** White lettering with red background as signature brand element
+- **Issue Information:** Smaller white text including date, issue number, price in SPIEGEL format
+
+**HEADLINE SYSTEM (German Political Commentary):**
+
+- **Direct Text Integration:** Headlines as bold text integrated with illustration composition
+- **Political Commentary Style:** Serious investigative journalism tone with satirical edge
+- **Proportional Scale:** Headlines sized for German readability standards (approximately 12-18% of total canvas height)
+- **Color Authority:** Text color chosen for maximum impact against illustration - typically white, black, or yellow
+
+**NARRATIVE-DRIVEN HEADLINE GENERATION (German Political Satire):**
+
+- **Political Scenario Creation:** Generate satirical but intelligent political commentary scenarios appropriate for German context
+- **Subject Regeneration Requirement:** Completely recreate political figure to authentically portray the generated satirical scenario
+- **Cultural Integration:** Include props, staging, and contextual details supporting German political commentary
+- **Satirical Authenticity:** Subject's caricature must genuinely reflect experiencing the absurd political situation
+
+**DYNAMIC HEADLINE GENERATION (Political Commentary):**
+
+- **Scenario-First Methodology:** Generate absurd political scenario FIRST, then create headline describing that specific situation
+
+- **Complete Subject Regeneration:** Entirely recreate political figure to authentically experience the generated absurd scenario
+
+- **Visual-Headline Integration:** Every visual element must support and illustrate the headline's satirical political premise
+
+- **German Political Satire Categories:**
+
+  ```yaml
+  bureaucratic_confusion:  premise_type: "Government official discovers fundamental misunderstanding about basic concept"  visual_requirements: "confused expression, official setting, bureaucratic props"  diplomatic_absurdity:  premise_type: "International relations disrupted by impossible everyday occurrence"  visual_requirements: "diplomatic staging, formal attire, absurd situation props"  scientific_political_discovery:  premise_type: "Government research reveals ridiculous truth about mundane object/concept"  visual_requirements: "serious scientific presentation, political authority, absurd discovery"  temporal_political_confusion:  premise_type: "Political figure experiences impossible time/calendar/scheduling situation"  visual_requirements: "time-related props, confused political staging, calendar elements"  constitutional_comedy:  premise_type: "Legal/constitutional system encounters logically impossible situation"  visual_requirements: "legal staging, formal government setting, constitutional props"  economic_enlightenment:  premise_type: "Financial/economic policy disrupted by absurd everyday revelation"  visual_requirements: "economic staging, financial props, revelation expression"  cultural_political_mystery:  premise_type: "German cultural tradition reveals impossible political implication"  visual_requirements: "cultural props, traditional German elements, political surprise"  environmental_political_paradox:  premise_type: "Environmental policy encounters scientifically impossible natural phenomenon"  visual_requirements: "environmental staging, natural elements, policy confusion"
+  ```
+
+**POLITICAL SATIRICAL INTEGRATION RULES:**
+
+- **Complete Figure Recreation:** No generic political portraits - every element regenerated to serve satirical narrative
+- **Political Authenticity:** Subject genuinely experiencing the absurd political situation with appropriate caricature
+- **Cultural Storytelling:** Props and staging elements supporting German political commentary tradition
+- **Investigative Credibility:** Present satirical scenarios with journalistic seriousness and visual authority
+
+**HEADLINE GENERATION AUTHORITY:**
+
+- **NO SAMPLE HEADLINES:** Generate entirely original satirical scenarios - do not reference provided examples
+- **Scenario-First Process:** Create absurd political premise first, then craft German headline describing that specific situation
+- **Subject Regeneration Mandate:** Completely recreate subject to authentically experience the generated scenario with appropriate expression, staging, and props
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period-appropriate sheetfed offset printing limitations and registration quality with characteristic 1956-1990s German publishing imperfections.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + A4 ratio + IP Safeguard + "DER PICKEL" masthead + political satirical authenticity
+- **Section 2:** A4 magazine recomposition + political illustration spatial allocation + German cultural context
+- **Section 3:** Der Spiegel influences + sheetfed offset production + German political illustration tradition
+- **Section 4:** ≥8 technical anchors + red border mandate + political caricature + period printing limitations
+- **Section 5:** German political wardrobe + satirical props + cultural authenticity + period accuracy
+- **Section 6:** Period-specific constraints + authentic printing characteristics + anti-harmonious elements + political confrontation
+- **Section 7:** A4 magazine composition + political illustration framing + German cultural environments + red border enforcement
+- **Section 8:** "DER PICKEL" masthead + German typography + political satirical headlines + offset printing integration
+- **Material authenticity:** Authentic sheetfed offset characteristics with measurable texture and moderate ink spread
+- **Production authenticity:** 1956-1990s German printing methods with characteristic limitations and period accuracy
+- **Political satirical integrity:** Intelligent political commentary prioritizing sophisticated visual metaphors and cultural criticism
+- **Parody protection:** Original content avoiding copyrighted Der Spiegel elements while capturing investigative journalism essence
+
+---
diff --git a/styles/magazine_parodies/harpers_bizarre_magazine_parody.md b/styles/magazine_parodies/harpers_bizarre_magazine_parody.md
new file mode 100644
index 0000000..281f74b
--- /dev/null
+++ b/styles/magazine_parodies/harpers_bizarre_magazine_parody.md
@@ -0,0 +1,289 @@
+---
+id: harpers_bizarre_magazine_parody
+group: "Magazine Parodies"
+movement: "Harper's Bazaar Parody"
+artist: "Harper's Bizarre Studio"
+display_name: "Harper's Bizarre — Avant-Fashion Spoof"
+style_scope: "movement"
+hero_image: null
+ratios: ["4:5", "2:3"]
+ratios_status: "provisional"
+ratios_notes: "Bazaar's luxe covers run 4:5, while interior photo satires loosen to 2:3 spreads."
+modes: ["Cover Couture", "Editorial Satire"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: "Layer avant-garde typography over angular fashion poses with surreal props."
+  identity_priority: ["pose", "type", "surreal-detail"]
+about: >
+  Harper's Bizarre exaggerates Harper's Bazaar's sleek typography, razor-edged posing, and art-fashion fusion.
+  This card keeps the avant color blocking and luxury satire while dressing fictional style icons.
+---
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic Harper's Bazaar parody covers using "Harper's Bizarre" as the IP-safe masthead, enforcing Brodovitch-era revolutionary fashion photography with bizarre/humorous elements and period-appropriate production methods.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Revolutionary fashion photography with cinematic flow over static studio portraiture.
+- **Technical Measurement Authority:** Quantitative specifications ("150 LPI halftone", "asymmetrical placement 70% offset") override descriptive language.
+- **Process-Over-Result Priority:** Authentic Brodovitch experimental techniques supersede digital appearance descriptions.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use 1934-1958 lithography methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Face-Treatment Flag:** `diffusion-soft` (fashion photography with dynamic movement and vitality)
+- **Pose Flag:** `candid-motion` (action shots with spontaneous, ordinary activities and natural movement)
+- **Canvas Control Flag:** `strict-reframe` (optimize for dual-page spread cinematic flow)
+- **Masthead Authority:** "HARPER'S BIZARRE" must use serif letterforms matching Harper's Bazaar classical style - add "MEN" designation ONLY for male subjects, NO "MEN" text for female subjects - NO font variations permitted
+- **Fashion Photography Mandate:** Revolutionary fashion photography with dynamic movement, not static studio poses
+- **Subject Regeneration Authority:** Subject's appearance, expression, and bizarre interaction must be completely regenerated to authentically portray the specific surreal fashion scenario described in the concept
+- **Bizarre-Fashion Integration Mandate:** Subject's actions, fashion styling, and environmental staging must reflect and illustrate the absurd high-fashion scenario with sophisticated weirdness
+- **Dynamic Bizarre Authority:** Concepts generated contextually based on desired fashion-meets-surreal scenario, with subject regenerated to match that narrative
+- **Revolutionary Tone Authority:** Sophisticated fashion authority with deliberate bizarre elements and avant-garde sensibility
+- **Cinematic Context Authority:** Dual-page spread mentality with flowing, dynamic composition essential for visual storytelling
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - fashion headlines with bizarre twist essential.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "HARPER'S BIZARRE" only.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic 1934-1958 lithography characteristics with period texture.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (magazine cover format) - ignore source image dimensions completely.
+- Restage as **Brodovitch Harper's Bazaar revolutionary fashion photography style (1934-1958)** for **magazine cover format**.
+- **Masthead:** Replace with "**HARPER'S BIZARRE**" in Harper's Bazaar's distinctive serif letters, adding "**MEN**" designation for male subjects.
+- **IP Safeguard Declaration:** Create original revolutionary fashion photography avoiding Harper's Bazaar copyrighted elements while capturing avant-garde sophistication essence.
+- **Face-Treatment Flag:** `diffusion-soft`
+- **Pose Flag:** `candid-motion`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Brodovitch's revolutionary fashion photography and cinematic composition tradition prevail over static studio conventions.
+- **Mode Selector:** Magazine cover parody with avant-garde fashion authenticity and sophisticated bizarre elements.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (magazine cover format / Harper's Bazaar standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Revolutionary fashion photography with cinematic flow and bizarre environmental staging
+- **Spatial Allocation:** Asymmetrical layout with dynamic movement and extensive white space usage
+- **Background Treatment:** Real-world bizarre locations or surreal environments supporting high-fashion narrative
+- **Format Justification:** 2:3 format optimizes cinematic magazine flow and revolutionary visual storytelling
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Alexey Brodovitch Harper's Bazaar (1934-1958), Martin Munkácsi dynamic photography, Man Ray surrealist imagery, European Constructivism, Ballets Russes audacity, avant-garde fashion photography revolution.
+- **Medium/Production method:** Revolutionary fashion photography with dynamic action shots reproduced via lithography on high-quality coated magazine paper.
+- **Thematic purpose:** Revolutionary fashion presentation through cinematic visual storytelling with sophisticated bizarre elements and avant-garde sensibility.
+- **Hallmark motifs:** Dynamic action shots with bizarre elements, surrealist juxtaposition in fashion contexts, aggressive cropping with weird props, asymmetrical placement with strange locations, liberated modern subjects in absurd scenarios.
+- **Period framing:** 1934-1958 Harper's Bazaar revolutionary era with authentic magazine production methods.
+- **Tone Tag:** Revolutionary, sophisticated, avant-garde with emphasis on fashion innovation and deliberate bizarre elements.
+- **Production Era Authenticity:** Lithography with visible texture patterns, period-appropriate color characteristics, and mid-century registration quality.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**TECHNICAL EXECUTION ANCHORS (Critical - REQUIRED):**
+
+- **Revolutionary Photography Authority:** Dynamic action shots with models in motion showing vitality and expression - avoid static studio poses
+- **Bizarre Integration Specification:** Sophisticated weird elements (strange props, unusual locations, surreal juxtapositions) seamlessly integrated into high-fashion context
+- **Asymmetrical Composition Mandate:** Off-center placement with aggressive cropping and extensive white space - 70% offset from traditional centering
+- **Cinematic Flow Authority:** Composition designed for dual-page spread mentality with flowing, dynamic visual narrative
+- **Period Lithography Consistency:** Authentic 1934-1958 printing characteristics with appropriate texture and registration quality
+- **Fashion Vitality Mandate:** Models showing "modern, liberated" energy - smiling, laughing, engaged in bizarre ordinary activities
+- **Surrealist Sophistication:** Weird elements must maintain fashion magazine sophistication - no crude or lowbrow bizarre content
+- **Environmental Liberation:** Real-world bizarre locations preferred over artificial studio settings
+
+**POSE ANCHORS:**
+
+- Head positioning: Dynamic angles with natural movement within bizarre context
+- Eye contact: Sophisticated engagement appropriate to avant-garde fashion moment
+- Gesture economy: Spontaneous, expressive movements supporting fashion-bizarre narrative
+- Environmental integration: Subject placement supporting revolutionary fashion documentation with surreal elements
+
+**PERIOD CONSISTENCY ANCHOR:** All elements historically coherent with 1934-1958 Harper's Bazaar revolutionary era and authentic magazine production methods.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**WARDROBE TRACKS:**
+
+- **Revolutionary fashion styling:** High-fashion avant-garde attire reflecting Brodovitch era with authentic construction methods and bizarre twists
+- **Fabric behavior:** Luxurious materials with dynamic drape appropriate to movement and unusual staging
+- **Accessory caps:** Sophisticated 1-2 fashion accessories with bizarre elements (unusual hats, strange jewelry, weird fashion props)
+- **Color palette:** High-fashion colors with period-appropriate sophistication and avant-garde boldness
+
+**WARDROBE VARIATION:** Cycle through revolutionary fashion periods avoiding identical repetition between iterations.
+
+**PROPS:** 1 hero bizarre prop maximum, fashion-sophisticated and surreally authentic to avant-garde context.
+
+**YAML PROP POOLS:**
+
+```yaml
+bizarre_fashion_props:
+  surreal_accessories: [melting_watch, geometric_headpiece, impossible_shoes, floating_jewelry]
+  strange_fashion_tools: [backward_mirror, upside_down_handbag, inside_out_gloves, reversed_sunglasses]
+  weird_luxury_items: [levitating_perfume, transparent_clutch, invisible_scarf, gravity_defying_hat]
+  impossible_fashion: [self_tying_bowtie, color_changing_dress, edible_handbag, musical_jewelry]
+```
+
+**COHERENCE FILTER:** All elements support high-fashion sophistication with deliberate bizarre elements maintaining avant-garde credibility; fallback = clean revolutionary fashion scene.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `static studio poses`, `stodgy portraiture`, `centered symmetrical composition`, `tried-and-tested formulas`
+- `crude bizarre elements`, `lowbrow weirdness`, `slapstick comedy`, `obvious visual jokes`
+- `modern digital perfection`, `digital vector smoothness`, `contemporary post-processing effects`
+- `commercial fashion photography`, `advertising aesthetics`, `catalog styling`, `generic fashion poses`
+- `mediocre compositions`, `boring arrangements`, `predictable layouts`, `conventional framing`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 2:3 magazine cover ratio`, `recomposed for revolutionary fashion format`
+- `dynamic action shots with sophisticated bizarre elements seamlessly integrated into high-fashion context`
+- `asymmetrical composition with aggressive cropping and extensive white space usage`
+- `revolutionary fashion photography tradition with cinematic flow and avant-garde sensibility`
+- `period-appropriate lithography texture with authentic 1934-1958 printing characteristics`
+- `sophisticated weird elements maintaining fashion magazine credibility and avant-garde authority`
+- `serif HARPER'S BIZARRE masthead with MEN designation for male subjects matching Harper's Bazaar letterforms`
+
+**VOCABULARY WARNINGS:** Avoid "static," "conventional," "predictable," "mediocre" - emphasize revolutionary, avant-garde, sophisticated, bizarre, and cinematic content.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Magazine Cover):**
+
+- Vertical emphasis with cinematic flow and dynamic asymmetrical placement
+- Magazine hierarchy: masthead, main fashion photography, bizarre headline integration
+- Revolutionary visual impact optimization with avant-garde recognition
+
+**REVOLUTIONARY FASHION PHOTOGRAPHY COMPOSITION:**
+
+- **Perspective regime:** Cinematic angles with dynamic fashion photography authenticity and bizarre environmental integration
+- **Asymmetrical dynamics:** 70% offset placement with aggressive cropping and extensive white space authority
+- **Environmental liberation:** Bizarre real-world locations providing sophisticated surreal context
+- **Movement capture:** Dynamic, spontaneous fashion moments with sophisticated weird elements
+- **Cinematic flow enforcement:** Composition designed for dual-page spread mentality with flowing narrative
+
+**REQUIRED ANCHORS:**
+
+- **Revolutionary Context Anchor:** Avant-garde environments supporting sophisticated fashion-bizarre commentary
+- **Cinematic Documentation Anchor:** Dynamic real-world bizarre settings supporting revolutionary fashion narrative
+- **Production Context Anchor:** Lithography texture with high-quality magazine paper covering entire photography surface
+- **Ratio Enforcement Anchor:** 2:3 proportion optimization with revolutionary magazine format conventions
+
+**BACKGROUND TREATMENT:**
+
+- Bizarre real-world locations appropriate to avant-garde fashion context
+- Surreal environments supporting sophisticated fashion storytelling
+- Revolutionary settings with authentic weird environmental storytelling - avoid conventional or predictable locations
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** Allow text integration for magazine cover format.
+
+**RATIO-APPROPRIATE ZONES:** Layout optimized for 2:3 magazine cover with Harper's Bazaar periodical hierarchy:
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - FONT AUTHENTICATION):**
+
+- **"HARPER'S BIZARRE" Logo Authority:** Serif letterforms matching Harper's Bazaar classical style with traditional proportions
+- **Gender-Specific Designation Authority:**
+  - **For MALE subjects ONLY:** Include "MEN" text in appropriate placement matching Harper's Bazaar men's covers
+  - **For FEMALE subjects:** NO "MEN" text - use standard "HARPER'S BIZARRE" masthead only
+- **Character Specifications:** Traditional serif weight, classical proportions, appropriate letter spacing maintaining Harper's Bazaar visual authority
+- **Position Authority:** Upper portion with traditional placement hierarchy and revolutionary composition integration
+- **Color Requirements:** Traditional magazine lettering with avant-garde color integration as signature brand element
+- **Issue Information:** Smaller text including date, price in Harper's Bazaar format
+
+**HEADLINE SYSTEM (Revolutionary Fashion Commentary):**
+
+- **Revolutionary fashion headlines:** Sophisticated fashion copy with bizarre twist elements
+- **Avant-garde integration:** Headlines supporting fashion authority while introducing surreal elements
+- **Proportional scale:** Headlines sized for fashion magazine standards with revolutionary visual integration
+- **Color authority:** Text color chosen for maximum avant-garde impact against fashion photography
+
+**NARRATIVE-DRIVEN BIZARRE GENERATION (Fashion-Surreal Commentary):**
+
+- **Scenario-First Approach:** Generate sophisticated fashion-bizarre scenario first, then create visual composition illustrating that specific avant-garde juxtaposition
+- **Subject Regeneration Requirement:** Completely recreate subject to authentically portray someone experiencing the generated fashion-bizarre scenario within appropriate sophisticated context
+- **Fashion Integration:** Include authentic high-fashion styling, avant-garde contexts, and revolutionary elements supporting the bizarre fashion premise
+- **Sophisticated Authenticity:** Subject's expression and interaction must genuinely reflect experiencing the weird fashion situation with avant-garde credibility
+
+**DYNAMIC BIZARRE GENERATION (Fashion-Surreal Intersection):**
+
+- **Revolutionary Premise Creation:** Generate sophisticated fashion-bizarre discoveries appropriate for avant-garde commentary
+
+- **Visual-Narrative Integration:** Regenerate subject's entire appearance to authentically portray someone in that specific revolutionary fashion scenario
+
+- **Avant-garde Coherence:** Every visual element must support and illustrate the fashion-bizarre satirical premise
+
+- **Format Examples for Revolutionary Regeneration:**
+
+  ```yaml
+  impossible_fashion_scenarios:   premise_type: "Model discovers clothing with impossible properties during avant-garde fashion shoot"  visual_requirements: "high-fashion styling, revolutionary setting, authentic avant-garde staging"  surreal_fashion_locations:  premise_type: "Fashion photography session in physically impossible or bizarre real-world location"  visual_requirements: "sophisticated styling, weird environment, authentic fashion context"  fashion_physics_violation:  premise_type: "High-fashion garments behaving according to surreal rather than natural laws"  visual_requirements: "revolutionary fashion, bizarre physics, sophisticated presentation"  avant_garde_fashion_mystery:  premise_type: "Model encounters impossible fashion phenomenon during sophisticated shoot"  visual_requirements: "haute couture, mysterious elements, avant-garde authenticity"  fashion_reality_distortion:  premise_type: "High-fashion shoot where reality operates according to bizarre fashion logic"  visual_requirements: "sophisticated styling, reality distortion, revolutionary context"  surreal_fashion_discovery:  premise_type: "Fashion photographer documents impossible fashion phenomenon in real location"  visual_requirements: "authentic fashion context, weird discovery, avant-garde presentation"
+  ```
+
+**BIZARRE GENERATION AUTHORITY:**
+
+- **NO SAMPLE SCENARIOS:** Generate entirely original sophisticated fashion-bizarre scenarios - do not reference provided examples
+- **Sophistication-First Process:** Create avant-garde fashion-bizarre premise first, then craft visual composition describing that specific revolutionary situation
+- **Subject Regeneration Mandate:** Completely recreate subject to authentically experience the generated sophisticated scenario with appropriate expression, fashion staging, and bizarre environmental props
+
+**VISUAL-FASHION INTEGRATION RULES:**
+
+- **Complete Subject Recreation:** No generic fashion portraits - every element regenerated to serve revolutionary fashion-bizarre narrative
+- **Avant-garde Authenticity:** Subject genuinely experiencing the fashion-bizarre situation with appropriate sophisticated staging and haute couture
+- **Revolutionary Storytelling:** Environmental and fashion elements supporting authentic Harper's Bazaar revolutionary commentary tradition with bizarre elements
+- **Fashion Credibility:** Present fashion-bizarre scenarios with sophisticated fashion authority and avant-garde visual intelligence
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period-appropriate lithography limitations and registration quality with characteristic 1934-1958 magazine publishing standards.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 2:3 ratio + IP Safeguard + "HARPER'S BIZARRE" masthead + revolutionary fashion photography authenticity
+- **Section 2:** Magazine cover recomposition + cinematic spatial allocation + avant-garde fashion context
+- **Section 3:** Brodovitch influences + lithography production + revolutionary fashion photography tradition
+- **Section 4:** ≥8 technical anchors + asymmetrical composition + bizarre integration + period lithography consistency
+- **Section 5:** Revolutionary fashion wardrobe + bizarre props + haute couture authenticity + period accuracy
+- **Section 6:** Period-specific constraints + authentic printing characteristics + anti-static elements + avant-garde integrity
+- **Section 7:** 2:3 magazine composition + revolutionary fashion photography framing + bizarre environmental contexts + cinematic flow enforcement
+- **Section 8:** "HARPER'S BIZARRE" masthead + fashion typography + bizarre fashion headlines + lithography printing integration
+- **Material authenticity:** Authentic lithography characteristics with measurable period texture and 1934-1958 printing techniques
+- **Production authenticity:** Mid-century printing methods with characteristic limitations and period accuracy
+- **Fashion integrity:** Revolutionary fashion photography prioritizing authentic avant-garde documentation and sophisticated bizarre elements
+- **Parody protection:** Original content avoiding copyrighted Harper's Bazaar elements while capturing revolutionary fashion essence
+
+------
diff --git a/styles/magazine_parodies/ibola_magazine_parody.md b/styles/magazine_parodies/ibola_magazine_parody.md
new file mode 100644
index 0000000..73cef3b
--- /dev/null
+++ b/styles/magazine_parodies/ibola_magazine_parody.md
@@ -0,0 +1,336 @@
+---
+id: ibola_magazine_parody
+group: "Magazine Parodies"
+movement: "Hola Parody"
+artist: "¡BOLA! Editorial"
+display_name: "¡BOLA! — Celebrity Gossip Spoof"
+style_scope: "movement"
+hero_image: null
+ratios: ["4:5", "2:3"]
+ratios_status: "provisional"
+ratios_notes: "Hola! tabloids use 4:5 covers while photo collages sprawl to 2:3."
+modes: ["Cover Gossip", "Paparazzi Spread"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 5
+  layout_hint: "Assemble paparazzi-style photo grids with loud typographic bursts and speech-bubble headlines."
+  identity_priority: ["photomontage", "typography", "color"]
+about: >
+  ¡BOLA! parodies ¡Hola!'s celebrity obsession with flash photography, pink headlines, and gossip callouts.
+  This card maintains the tabloid collage energy while spotlighting fictional aristos and scandals.
+---
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic ¡Hola! parody covers using "¡BOLA!" as the IP-safe masthead, enforcing 1960s-present Spanish celebrity magazine authenticity with period-appropriate production methods and royal family satirical content.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Spanish celebrity magazine glamour photography with respectful portraiture over commercial advertising aesthetics.
+- **Technical Measurement Authority:** Quantitative specifications ("halftone screen texture", "≥70% figure dominance") override descriptive language.
+- **Process-Over-Result Priority:** Authentic offset lithography printing supersedes digital appearance descriptions.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use 1960s-present printing methods, paper quality, and color registration characteristics - avoid modern digital perfection.
+- **Face-Treatment Flag:** `diffusion-soft` (studio glamour lighting with respectful portraiture)
+- **Pose Flag:** `formal-composed` (dignified poses with controlled expressions and elegant staging)
+- **Canvas Control Flag:** `strict-reframe` (optimize for 3:4 magazine cover format)
+- **Masthead Authority:** "¡BOLA!" must use bold white sans-serif lettering in red rectangular background matching ¡Hola! style - NO font variations permitted
+- **Spanish Celebrity Magazine Mandate:** Respectful celebrity photography with positive portrayal, not tabloid sensationalism
+- **Subject Likeness Preservation Authority:** Maintain ALL distinctive facial features, bone structure, eye shape, facial proportions, and identifying characteristics of the original subject while ONLY adapting expression, clothing, and environmental context to portray the royal scenario
+- **Royal-Comedy Integration Mandate:** Subject's actions, royal styling, and environmental staging must reflect and illustrate the absurd royal family scenario with sophisticated humor
+- **Dynamic Royal Authority:** Concepts generated contextually based on desired royal family-meets-absurd scenario, with subject regenerated to match that narrative
+- **Respectful Tone Authority:** Sophisticated celebrity magazine presentation with gentle satirical edge and family-friendly humor
+- **Spanish Context Authority:** Spanish locations and cultural elements essential for authentic magazine storytelling
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - Spanish satirical headlines essential for royal commentary.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "¡BOLA!" only.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic offset lithography characteristics with period texture.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (magazine cover format) - ignore source image dimensions completely.
+- Restage as **¡Hola! Spanish celebrity magazine photography style (1960s-present)** for **magazine cover format**.
+- **Masthead:** Replace with "**¡BOLA!**" in ¡Hola!'s distinctive white letters on red background.
+- **IP Safeguard Declaration:** Create original Spanish celebrity magazine photography avoiding ¡Hola! copyrighted elements while capturing respectful glamour essence.
+- **Face-Treatment Flag:** `diffusion-soft`
+- **Pose Flag:** `formal-composed`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** ¡Hola!'s respectful celebrity photography and family-oriented presentation tradition prevail over tabloid sensationalism.
+- **Mode Selector:** Magazine cover parody with Spanish celebrity authenticity and gentle royal satirical elements.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4` (magazine cover format / ¡Hola! standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Spanish celebrity glamour photography with respectful portraiture and royal cultural staging
+- **Spatial Allocation:** ≥70% subject dominance with minimalist Spanish environmental context
+- **Background Treatment:** Spanish locations or studio environments supporting dignified portraiture
+- **Format Justification:** 3:4 format optimizes newsstand display and celebrity storytelling authority
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** ¡Hola! covers (1944-present), Spanish celebrity photography tradition, royal family documentation, European glamour magazine aesthetics, respectful celebrity portraiture.
+- **Medium/Production method:** Professional celebrity photography with studio-quality lighting reproduced via offset lithography on glossy magazine paper.
+- **Thematic purpose:** Respectful celebrity storytelling through polished visual presentation with gentle satirical edge and family-friendly royal humor.
+- **Hallmark motifs:** Dignified royal portraits, elegant family groupings, sophisticated fashion presentation, respectful celebrity documentation, positive royal family scenarios.
+- **Period framing:** Spanish celebrity magazine tradition spanning 1944-present with authentic magazine production methods.
+- **Tone Tag:** Respectful, elegant, family-oriented with emphasis on positive celebrity presentation and gentle royal satirical commentary.
+- **Production Era Authenticity:** Offset lithography with visible halftone characteristics and period-appropriate color reproduction.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**TECHNICAL EXECUTION ANCHORS (Critical - REQUIRED):**
+
+- **Spanish Celebrity Photography Authority:** Professional studio-quality portraiture with glamour lighting and respectful framing - avoid paparazzi or tabloid aesthetics
+- **Halftone Screen Specification:** Authentic offset lithography dot pattern with classic magazine texture and visible printing characteristics
+- **Figure Dominance Mandate:** Subject occupies ≥70% of canvas with elegant cropping focusing on facial expressions and royal styling
+- **Spanish Cultural Integration:** Authentic Spanish locations, cultural elements, or royal environmental context seamlessly integrated
+- **Period Printing Consistency:** Offset lithography characteristics with CMYK color model and period-appropriate registration quality
+- **Dignified Portraiture Authority:** Respectful framing with controlled lighting and elegant composition supporting positive celebrity presentation
+- **Professional Quality Standard:** Studio-level photography quality reflecting magazine's upmarket positioning and respectful editorial approach
+- **Glossy Paper Simulation:** High-quality magazine finish with characteristic sheen and professional printing texture
+
+**POSE ANCHORS:**
+
+- Head positioning: Elegant angles with dignified presentation and respectful celebrity authority
+- Eye contact: Direct or slightly angled gaze appropriate to respectful celebrity moment
+- Gesture economy: Sophisticated, controlled movements supporting royal family narrative
+- Environmental integration: Subject placement supporting Spanish cultural documentation with royal authenticity
+
+**PERIOD CONSISTENCY ANCHOR:** All elements historically coherent with Spanish celebrity magazine tradition and authentic magazine production methods.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**WARDROBE TRACKS:**
+
+- **Spanish royal styling:** Period-appropriate elegant attire reflecting European royal fashion with authentic construction methods
+- **Fabric behavior:** Luxurious materials with sophisticated drape appropriate to royal cultural context and celebrity presentation
+- **Accessory caps:** Sophisticated 1-2 royal accessories supporting cultural authenticity (royal jewelry, Spanish cultural markers)
+- **Color palette:** Elegant royal colors with period-appropriate sophistication and Spanish cultural elements
+
+**WARDROBE VARIATION:** Cycle through period-appropriate royal fashion avoiding identical repetition between iterations.
+
+**GENDERED WARDROBE SPECIFICATIONS:**
+
+```yaml
+feminine_royal_styling:
+  garments: [elegant_dress, royal_gown, sophisticated_suit, haute_couture_piece]
+  accessories: [royal_jewelry, elegant_handbag, sophisticated_shoes, royal_tiara]
+  cultural_elements: [spanish_mantilla, traditional_shawl, cultural_brooch]
+
+masculine_royal_styling:
+  garments: [formal_suit, military_uniform, royal_regalia, elegant_blazer]
+  accessories: [royal_orders, cufflinks, formal_watch, ceremonial_sash]
+  cultural_elements: [spanish_cultural_pins, traditional_elements, royal_insignia]
+
+universal_royal_elements:
+  formal_wear: [royal_sash, ceremonial_elements, state_jewelry]
+  cultural_markers: [spanish_cultural_items, royal_symbols, traditional_accessories]
+```
+
+**PROPS:** 1 hero Spanish royal prop maximum, authentically related to Spanish culture and appropriate to royal context.
+
+**YAML PROP POOLS:**
+
+```yaml
+spanish_royal_props:
+  royal_regalia: [crown, scepter, royal_orders, ceremonial_sword, state_jewelry]
+  spanish_cultural: [spanish_fan, mantilla, traditional_shawl, cultural_artifacts]
+  palace_elements: [royal_documents, palace_interior_items, ceremonial_objects]
+  family_items: [royal_family_portraits, ancestral_items, traditional_gifts]
+```
+
+**COHERENCE FILTER:** All elements support Spanish royal cultural authenticity with gentle satirical purpose maintaining respectful celebrity presentation; fallback = clean royal cultural scene.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `tabloid photography aesthetics`, `paparazzi style`, `sensationalist presentation`, `disrespectful portrayal`
+- `crude satirical elements`, `offensive royal stereotypes`, `disrespectful Spanish cultural caricatures`
+- `modern digital perfection`, `HDR smoothing`, `digital vector smoothness`, `contemporary post-processing effects`
+- `harsh satirical messaging`, `cultural insensitivity`, `stereotypical Spanish clichés without sophistication`
+- `commercial advertising aesthetics`, `product placement`, `modern fashion photography disconnected from royal context`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 3:4 magazine cover ratio`, `recomposed for Spanish magazine format`
+- `authentic offset lithography halftone pattern with classic magazine printing characteristics`
+- `respectful Spanish celebrity photography with dignified portraiture and ≥70% figure dominance`
+- `professional studio-quality lighting and composition reflecting upmarket magazine positioning`
+- `sophisticated Spanish cultural integration with authentic royal environmental context`
+- `period-appropriate offset printing texture with authentic glossy paper stock characteristics`
+- `bold white ¡BOLA! masthead in red background with consistent proportions matching ¡Hola! letterforms`
+
+**VOCABULARY WARNINGS:** Avoid "tabloid," "sensationalist," "crude," "disrespectful" - emphasize respectful, elegant, sophisticated, dignified, and culturally authentic content.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Magazine Cover):**
+
+- Vertical emphasis with elegant portraiture and Spanish cultural authority
+- Magazine hierarchy: masthead, main celebrity photography, Spanish royal satirical context
+- Upmarket sophistication optimization with immediate Spanish cultural recognition
+
+**SPANISH CELEBRITY PHOTOGRAPHY COMPOSITION:**
+
+- **Perspective regime:** Professional eye-level perspective with respectful celebrity photography authenticity
+- **Figure dominance:** ≥70% subject allocation with elegant cropping focusing on facial expressions and royal styling
+- **Spanish environmental integration:** Spanish royal locations or cultural backgrounds providing sophisticated context
+- **Dignified portraiture capture:** Respectful framing with controlled lighting and positive celebrity presentation
+- **Cultural authenticity enforcement:** Complete Spanish cultural staging with authentic royal environmental elements
+
+**REQUIRED ANCHORS:**
+
+- **Spanish Cultural Context Anchor:** Authentic Spanish royal environments or cultural elements supporting sophisticated storytelling
+- **Celebrity Documentation Anchor:** Professional Spanish celebrity settings supporting respectful magazine narrative
+- **Production Context Anchor:** Offset lithography texture with glossy paper finish covering entire photography surface
+- **Ratio Enforcement Anchor:** 3:4 proportion optimization with Spanish magazine format conventions
+
+**BACKGROUND TREATMENT:**
+
+- Spanish royal locations appropriate to sophisticated cultural context (royal palaces, Spanish gardens, cultural landmarks)
+- Professional studio environments supporting elegant portraiture narrative
+- Spanish cultural settings with authentic environmental storytelling - avoid distracting or competing backgrounds
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** Allow text integration for magazine cover format.
+
+**RATIO-APPROPRIATE ZONES:** Layout optimized for 3:4 magazine cover with ¡Hola! periodical hierarchy:
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - EXACT REPLICATION AUTHORITY):**
+
+- **"¡BOLA!" Logo Authority:** EXACT replication of ¡Hola! masthead typography with absolute consistency across all covers
+- **Character Specifications - MANDATORY EXACT MEASUREMENTS:**
+  - Font: Bold sans-serif (Helvetica Bold or Arial Bold equivalent)
+  - Background: Pure red rectangle (#E31E24) with NO variations
+  - Text: Pure white (#FFFFFF) lettering with NO variations
+  - Letter spacing: Tight/condensed with consistent character gaps
+  - Height: Masthead rectangle must be exactly 12% of total canvas height
+  - Width: Masthead rectangle must be exactly 28% of total canvas width
+  - Position: 3% margin from top edge, 3% margin from left edge
+  - Font weight: Heavy/bold throughout with uniform stroke consistency
+- **Absolute Consistency Mandate:** All ¡BOLA! mastheads must be pixel-identical across different covers - NO variations in size, color, position, or typography permitted
+- **Issue Information:** Smaller black text positioned consistently: "Número [###]" and date in same location relative to masthead
+
+**HEADLINE SYSTEM (Spanish Royal Commentary):**
+
+- **Spanish satirical headlines:** Sophisticated Spanish cultural copy with gentle royal satirical twist elements
+- **Cultural integration:** Headlines supporting Spanish authenticity while introducing harmless absurd royal elements
+- **Proportional scale:** Headlines sized for Spanish magazine standards with period-appropriate integration
+- **Spanish language authority:** Headlines in Spanish with cultural sophistication and respectful tone
+
+**NARRATIVE-DRIVEN SATIRICAL GENERATION (Spanish Royal Commentary):**
+
+- **Scenario-First Approach:** Generate sophisticated Spanish royal scenario first, then create visual composition illustrating that specific royal family juxtaposition
+- **Subject Regeneration Requirement:** Completely recreate subject to authentically portray someone experiencing the generated royal scenario within appropriate sophisticated context
+- **Spanish Integration:** Include authentic Spanish royal settings, cultural contexts, and family elements supporting the royal satirical premise
+- **Cultural Authenticity:** Subject's expression and interaction must genuinely reflect experiencing the royal family situation with respectful sophistication
+
+**DYNAMIC ROYAL GENERATION (Royal Family-Satirical Intersection):**
+
+- **Sophisticated Premise Creation:** Generate intelligent Spanish royal family discoveries appropriate for respectful commentary
+- **Visual-Narrative Integration:** Regenerate subject's entire appearance to authentically portray someone in that specific royal scenario
+- **Cultural Coherence:** Every visual element must support and illustrate the royal family satirical premise
+
+**Format Examples for Royal Regeneration:**
+
+```yaml
+spanish_royal_scenarios:
+  premise_type: "Spanish royal family member discovers absurd aspect of royal life in palace setting"
+  visual_requirements: "royal styling, palace context, authentic Spanish cultural staging"
+  headline_example: "EXCLUSIVA: La Princesa Descubre Protocolo Imposible"
+
+royal_family_mysteries:
+  premise_type: "Spanish royal encounters impossible family tradition in authentic royal environment"
+  visual_requirements: "period royal fashion, palace setting, authentic Spanish royal context"
+  headline_example: "REVELACIÓN: El Secreto Real Que Nadie Conocía"
+
+palace_life_absurdity:
+  premise_type: "Spanish royal household reveals scientifically impossible daily routine"
+  visual_requirements: "palace setting, royal styling, authentic Spanish royal environment"
+  headline_example: "BOMBAZO: La Rutina Real Que Desafía la Lógica"
+
+royal_protocol_impossibility:
+  premise_type: "Spanish royal family discovers protocol with impossible requirements"
+  visual_requirements: "ceremonial context, royal regalia, authentic Spanish cultural documentation"
+  headline_example: "ESCÁNDALO: El Protocolo Real Imposible de Cumplir"
+
+spanish_royal_romance:
+  premise_type: "Spanish royal romantic encounter with impossible cultural phenomenon"
+  visual_requirements: "romantic royal setting, Spanish environment, authentic cultural presentation"
+  headline_example: "AMOR REAL: Romance Imposible en Palacio"
+
+royal_ceremony_discovery:
+  premise_type: "Spanish royal family uncovers impossible ceremonial tradition"
+  visual_requirements: "ceremonial context, traditional Spanish elements, authentic royal environment"
+  headline_example: "TRADICIÓN REAL: La Ceremonia Que Desafía la Realidad"
+```
+
+**SPANISH ROYAL SATIRICAL GENERATION AUTHORITY:**
+
+- **NO SAMPLE HEADLINES:** Generate entirely original sophisticated Spanish royal scenarios - do not reference provided examples
+- **Spanish-First Process:** Create authentic Spanish royal premise first, then craft Spanish headline describing that specific sophisticated situation
+- **Subject Regeneration Mandate:** Preserve ALL distinctive facial features and identifying characteristics of the original subject while adapting ONLY expression, royal styling, and environmental props to authentically experience the generated royal scenario
+
+**VISUAL-SPANISH INTEGRATION RULES:**
+
+- **Facial Feature Preservation Authority:** Maintain original subject's exact bone structure, eye shape, nose shape, facial proportions, distinctive features, and all identifying characteristics
+- **Adaptation Limitation:** ONLY change clothing, hair styling, makeup application, accessories, and environmental context to Spanish royal period authenticity - facial features are IMMUTABLE
+- **Expression Modification Only:** Adapt ONLY facial expression and body language to reflect experiencing the royal family situation while preserving all distinctive facial characteristics
+- **Environmental Context Change:** Update ONLY setting, props, lighting, and cultural staging to Spanish royal authenticity without altering subject's core appearance
+- **Royal Styling Integration:** Apply royal Spanish fashion, jewelry, and cultural elements while maintaining complete facial likeness to source subject
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period-appropriate offset lithography limitations and registration quality with characteristic Spanish magazine publishing standards.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 3:4 ratio + IP Safeguard + "¡BOLA!" masthead + Spanish celebrity magazine authenticity
+- **Section 2:** Magazine cover recomposition + elegant spatial allocation + Spanish cultural context
+- **Section 3:** ¡Hola! influences + offset lithography production + Spanish celebrity photography tradition
+- **Section 4:** ≥8 technical anchors + halftone specification + figure dominance + Spanish cultural integration
+- **Section 5:** Spanish royal wardrobe + cultural props + royal authenticity + period accuracy
+- **Section 6:** Period-specific constraints + authentic printing characteristics + anti-tabloid elements + cultural sophistication
+- **Section 7:** 3:4 magazine composition + Spanish celebrity photography framing + authentic Spanish environments + cultural context enforcement
+- **Section 8:** "¡BOLA!" masthead + Spanish typography + royal satirical headlines + offset printing integration
+- **Material authenticity:** Authentic halftone characteristics with measurable printing texture and period-appropriate registration
+- **Production authenticity:** Spanish magazine printing methods with characteristic limitations and quality standards
+- **Cultural integrity:** Spanish celebrity photography prioritizing authentic royal documentation and respectful cultural commentary
+- **Parody protection:** Original content avoiding copyrighted ¡Hola! elements while capturing Spanish celebrity magazine essence
diff --git a/styles/magazine_parodies/lies_magazine_life_parody.md b/styles/magazine_parodies/lies_magazine_life_parody.md
new file mode 100644
index 0000000..297869e
--- /dev/null
+++ b/styles/magazine_parodies/lies_magazine_life_parody.md
@@ -0,0 +1,305 @@
+---
+id: lies_magazine_life_parody
+group: "Magazine Parodies"
+movement: "Life Magazine Parody"
+artist: "Lies Magazine Collective"
+display_name: "Lies Magazine — Life Parody"
+style_scope: "movement"
+hero_image: null
+ratios: ["4:5", "2:3"]
+ratios_status: "provisional"
+ratios_notes: "Life-format newsweeklies printed near 4:5; double spreads or satire gatefolds stretch to 2:3."
+modes: ["Headline Satire", "Photo Essay Spoof"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 5
+  layout_hint: "Compose a bold central photo spoof with ironic red masthead banding and witty sidebars."
+  identity_priority: ["photography", "headline", "layout"]
+about: >
+  Lies Magazine lampoons Life with faux-war photo essays, ironic captions, and high-contrast monochrome.
+  This card keeps the red masthead band, sans-serif decks, and punchy satire while inventing new cultural targets.
+---
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic Life Magazine parody covers using "Lies" as the IP-safe masthead, enforcing 1940s-1960s photojournalistic authenticity with period-appropriate production methods.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications ("150 LPI halftone", "3-5mm ink spread") override descriptive language.
+- **Process-Over-Result Priority:** Authentic letterpress halftone printing supersedes visual appearance descriptions.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use 1940s-1960s printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Face-Treatment Flag:** `film-grain-triX` (authentic documentary photography with visible grain structure)
+- **Pose Flag:** `candid-motion` (photojournalistic authenticity with natural human moments)
+- **Canvas Control Flag:** `strict-reframe` (optimize for magazine cover format)
+- **Font Authentication Authority:** "LIES" masthead must use Helvetica Condensed Bold letterforms (closest Life Magazine approximation) - NO font variations permitted
+- **Full-Bleed Photography Mandate:** Photography fills entire canvas edge-to-edge with no background elements or separate spaces
+- **Text Overlay Authority:** Headlines as direct text overlays (white/black/off-yellow) with NO background boxes or blocks
+- **Period Color Mandate:** Original black-and-white photography capture (not digital filters) for 1940s-1950s authenticity with red masthead as only color element
+- **Subject Regeneration Authority:** Subject's face, expression, pose, and environmental interaction must be completely regenerated to authentically portray the specific scenario described in the headline
+- **Headline-Subject Integration Mandate:** Subject's actions, facial expressions, and body language must reflect and illustrate the absurd scenario in the generated headline
+- **Dynamic Headline Authority:** Headlines generated contextually based on desired absurd scenario, with subject regenerated to match that narrative
+- **Halftone Visibility Authority:** Visible halftone dot patterns with ink spread artifacts are REQUIRED, not optional
+- **Integrated Design Philosophy:** All elements (art, lettering, headlines) must work as unified narrative concept with subject embodying the headline's premise
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - default to minimal text approach.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "LIES" only.
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing; surface must exhibit authentic 1940s-1960s halftone characteristics with visible dots and grain.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (magazine cover format) - ignore source image dimensions completely.
+- Redraw in **Life Magazine photojournalistic style (1940s-1960s)** for **magazine cover format**.
+- **Masthead:** Replace with "**LIES**" in Life Magazine's distinctive white letters on red background.
+- **IP Safeguard Declaration:** Create original parody avoiding Life Magazine copyrighted elements while capturing photojournalistic essence.
+- **Face-Treatment Flag:** `film-grain-triX`
+- **Pose Flag:** `candid-motion`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Life Magazine's photojournalistic aesthetic and cultural storytelling prevail over fashion photography conventions.
+- **Mode Selector:** Magazine cover parody with documentary authenticity.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (magazine cover format / Life Magazine standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Complete edge-to-edge black-and-white photography coverage with masthead and text overlaid directly on image
+- **Spatial Allocation:** 100% photography coverage with strategic overlay positioning for text readability
+- **Background Treatment:** NO separate background elements - black-and-white photograph IS the entire canvas
+- **Format Justification:** Full-bleed black-and-white format maximizes visual impact and 1940s-1950s documentary authenticity
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Life Magazine photojournalism (1936-1972), Margaret Bourke-White, Robert Capa, Gordon Parks, American documentary photography tradition.
+- **Medium/Production method:** Black-and-white and color documentary photography reproduced via letterpress halftone printing on heavily coated paper stock.
+- **Thematic purpose:** Documenting American life and global events through compelling visual storytelling with humanistic cultural significance.
+- **Hallmark motifs:** Heroic portraits, candid news moments, human-interest features, cultural icons, historical documentation.
+- **Period framing:** 1940s-1960s American photojournalism golden age with authentic magazine production methods.
+- **Tone Tag:** Authoritative, humanistic, culturally significant with emphasis on American life and global events.
+- **Production Era Authenticity:** Letterpress halftone printing with visible dot patterns, ink spread characteristics, and period-appropriate color limitations.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**TECHNICAL EXECUTION ANCHORS (Critical - REQUIRED):**
+
+- **Halftone Visibility Mandate:** VISIBLE 120-150 LPI halftone dots with dark ink halos and white/light centers (letterpress artifact) - dots must be individually discernible, not smooth gradients
+- **Film Grain Authority:** Authentic Tri-X film grain structure visible at 400-800 ISO equivalent - surface must show photographic grain, not digital smoothness
+- **Paper Texture Anchor:** Heavily coated paper stock with tactile surface variation of 0.2-0.5mm from halftone impression
+- **Registration Drift Requirement:** Deliberate color registration drift of 0.5-1mm typical of 1940s-1960s printing technology
+- **Ink Spread Specification:** High-viscosity letterpress ink with 2-3mm spread creating visible darker dot edges under magnification
+- **Tonal Limitation Anchor:** Restricted dynamic range reflecting period film stock and printing constraints - avoid modern high-contrast
+- **Surface Imperfection Authority:** Include period printing artifacts: slight paper texture visibility, ink inconsistencies, registration marks
+- **Detail Hierarchy Anchor:** Sharp focus on human subjects with documentary precision, environmental context rendered with period lens characteristics
+
+**POSE ANCHORS:**
+
+- Head positioning: Natural documentary angles with authentic human moments
+- Eye contact: Direct engagement or narrative-appropriate gaze direction
+- Gesture economy: Candid, unposed movements capturing human authenticity
+- Environmental integration: Subject placement supporting documentary storytelling
+
+**PERIOD CONSISTENCY ANCHOR:** All elements historically coherent with 1940s-1960s magazine production methods and photojournalistic conventions.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**WARDROBE TRACKS:**
+
+- **Period-accurate American clothing:** Natural, unposed styling reflecting 1940s-1960s fashion appropriate to subject and story context
+- **Fabric behavior:** Natural drape and authentic period materials with documentary authenticity
+- **Accessory caps:** Minimalist 0-2 accessories supporting documentary realism
+- **Color palette:** Period-appropriate colors limited by available dyes and printing technology of the era
+
+**WARDROBE VARIATION:** Cycle through period-appropriate palette avoiding identical repetition between iterations.
+
+**PROPS:** 1 hero prop maximum, culturally and temporally authentic to 1940s-1960s American context.
+
+**YAML PROP POOLS:**
+
+```yaml
+american_life_props:
+  work_tools: [typewriter, hard_hat, stethoscope, briefcase]
+  cultural_items: [american_flag, baseball, vinyl_record, newspaper]
+  period_technology: [rotary_phone, camera, radio, television]
+```
+
+**COHERENCE FILTER:** All elements support 1940s-1960s American photojournalistic authenticity; fallback = clean documentary scene.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `digital photo filters`, `HDR smoothing`, `Instagram effects`, `perfect digital smoothness`
+- `modern offset printing patterns`, `perfectly uniform halftone dots`, `invisible dot structure`
+- `hyper-saturated colors`, `digital lens flare`, `over-sharp digital photography`
+- `fashion magazine glamour`, `commercial posing`, `modern digital sheen`
+- `excessive cover lines`, `modern magazine text density`, `newsstand competition texting`
+- `font variations in masthead`, `logo inconsistency`, `changing letterforms`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 2:3 magazine cover ratio`, `recomposed for newsstand format`
+- `authentic letterpress halftone dot pattern with visible ink halos and light centers`
+- `1940s-1960s photojournalistic documentary style with visible film grain structure`
+- `heavily coated paper texture with period printing characteristics and registration drift`
+- `natural candid poses emphasizing human authenticity and documentary integrity`
+- `minimal text approach with maximum 3 total elements`, `white space confidence`
+- `consistent LIES masthead letterforms with identical proportions and weight`
+
+**VOCABULARY WARNINGS:** Avoid "glamorous," "fashion-forward," "stylized" - emphasize documentary authenticity and cultural significance.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Magazine Cover):**
+
+- Vertical emphasis with subject dominance ≥70%
+- Magazine hierarchy: masthead, main image, cover lines
+- Newsstand impact optimization with clear visual hierarchy
+
+**FULL-BLEED PHOTOJOURNALISTIC COMPOSITION:**
+
+- **Perspective regime:** Authentic camera angles with complete edge-to-edge black-and-white photography coverage
+- **Photography dominance:** 100% canvas coverage with no separate background elements or color fields
+- **Text overlay integration:** Direct text placement on black-and-white photograph with optimal contrast positioning
+- **Lighting logic:** Period-appropriate black-and-white photography with strong contrast supporting text overlay readability
+- **Detail hierarchy:** Optimized for 2:3 ratio with clear focal points accommodating text overlay placement
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Heavily coated magazine paper with complete black-and-white photography coverage
+- **Text Overlay Integration Anchor:** Clean white/black/off-yellow text directly on photograph with NO background blocks
+- **Production Context Anchor:** Letterpress halftone printing covering entire black-and-white canvas surface
+- **Ratio Enforcement Anchor:** Complete black-and-white photographic composition designed for 2:3 magazine format
+
+**BACKGROUND TREATMENT:**
+
+- American cultural environments appropriate to 1940s-1960s context
+- Documentary authenticity with storytelling through environmental context
+- No artificial or stylized backgrounds - maintain photojournalistic integrity
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** Allow text integration for magazine cover format.
+
+**RATIO-APPROPRIATE ZONES:** Layout optimized for 2:3 magazine cover with period-appropriate hierarchy:
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - FONT AUTHENTICATION):**
+
+- **"LIES" Logo Authority:** Four white letters using **Helvetica Condensed Bold** letterforms with tight condensed proportions
+- **Character Specifications:** Minimal letter spacing, bold weight, sharp edges matching Life Magazine condensed style
+- **Position Authority:** Top-left corner overlay on black-and-white photograph with red background block
+- **Color Requirements:** White lettering with red background block as ONLY color element on black-and-white photograph
+- **Tagline Integration:** "Facts Optional Since 1936" in smaller white text on red background below masthead
+
+**TEXT OVERLAY SYSTEM (NO BACKGROUND BLOCKS):**
+
+- **Direct Text Overlay:** Headlines as clean white, black, or off-yellow text directly on black-and-white photograph
+- **NO Background Elements:** Absolutely no boxes, blocks, or background fills behind headline text
+- **Contrast Optimization:** Text color chosen for maximum readability against specific photograph areas
+- **Proportional Scale:** Headlines sized appropriately to Life Magazine proportions (approximately 15-20% of total canvas height)
+
+**NARRATIVE-DRIVEN HEADLINE GENERATION:**
+
+- **Scenario-First Approach:** Generate absurd scenario first, then create headline describing that specific situation
+- **Subject Regeneration Requirement:** Completely recreate subject to authentically portray the generated scenario
+- **Environmental Integration:** Include props, setting elements, and contextual details supporting the absurd premise
+- **Expression Authenticity:** Subject's face must genuinely reflect emotions appropriate to experiencing the impossible situation
+
+**DYNAMIC HEADLINE GENERATION (Scenario-Responsive):**
+
+- **Absurd Premise Creation:** Generate impossible but family-friendly scenarios appropriate for satirical news format
+
+- **Subject Integration:** Regenerate subject's entire appearance to authentically portray someone experiencing that specific scenario
+
+- **Narrative Coherence:** Every visual element must support and illustrate the headline's absurd premise
+
+- **Format Examples for Subject Regeneration:**
+
+  ```yaml
+  confusion_scenarios:   
+  	headline: "Local [Person] Discovers [Time/Day] Was Actually [Different Time/Day] All Along"  
+  	subject_requirements: confused expression, checking timepiece/calendar, bewildered body language
+  mundane_magic_scenarios:  
+  	headline: "Area [Person] Baffled as [Household Object] Develops [Impossible Ability]"  
+  	subject_requirements: shocked expression, defensive posture, genuine surprise at object behavior
+  scientific_absurdity:  
+  	headline: "Scientists Confirm [Everyday Item] Actually [Ridiculous Discovery]"
+  	subject_requirements: serious expression holding/examining item, documentary-style presentation
+  authority_rebellion: 
+  	headline: "Local [Person] Reports [Institution/Authority] Has Stopped [Basic Function]" 
+  	subject_requirements: concerned expression, official posture, holding relevant documentation
+  weather_personality_disorders:
+    	headline: "[Person] Reports [Weather Phenomenon] Developing [Human Trait]"
+    	subject_requirements: documenting expression, weather measurement tools, outdoor setting
+  social_protocol_failures:
+    	headline: "Local [Person] Confirms [Social Convention] No Longer [Functions Properly]"
+    	subject_requirements: bewildered expression, demonstrating failed convention, social setting
+  professional_confusion:
+    	headline: "[Professional] Discovers [Work Tool] Has Been [Doing Job Wrong]"
+   	subject_requirements: realization expression, examining tool, work environment visible
+  natural_law_violations:
+    	headline: "Area [Person] Witnesses [Natural Force] Taking [Day Off/Break]"
+    	subject_requirements: amazed expression, pointing gesture, documentary evidence nearby
+  ```
+
+**VISUAL-NARRATIVE INTEGRATION RULES:**
+
+- **Complete Subject Recreation:** No generic portraits - every element regenerated to serve the narrative
+- **Emotional Authenticity:** Subject genuinely experiencing the absurd situation, not posing
+- **Environmental Storytelling:** Props and setting elements that support and enhance the impossible premise
+- **Documentary Credibility:** Present absurd scenarios with straight-faced journalistic seriousness
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period-appropriate letterpress printing limitations and registration quality with characteristic 1940s-1960s imperfections.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 2:3 ratio + IP Safeguard + "LIES" masthead + photojournalistic authenticity
+- **Section 2:** Magazine cover recomposition + documentary spatial allocation + 1940s-1960s context
+- **Section 3:** Life Magazine influences + letterpress halftone production + American photojournalism
+- **Section 4:** ≥8 technical anchors + film grain + halftone patterns + period printing limitations
+- **Section 5:** 1940s-1960s American wardrobe + documentary props + cultural authenticity
+- **Section 6:** Period-specific constraints + authentic printing characteristics + anti-modern elements
+- **Section 7:** Magazine cover composition + photojournalistic framing + environmental documentary context
+- **Section 8:** "LIES" masthead + period typography + parody cover lines + letterpress printing integration
+- **Material authenticity:** Authentic halftone characteristics with measurable ink spread and dot patterns
+- **Production authenticity:** 1940s-1960s printing methods with characteristic limitations and imperfections
+- **Documentary integrity:** Photojournalistic approach prioritizing human stories and cultural significance
+- **Parody protection:** Original content avoiding copyrighted Life Magazine elements while capturing essence
+
+------
diff --git a/styles/magazine_parodies/parody_match_magazine_parody.md b/styles/magazine_parodies/parody_match_magazine_parody.md
new file mode 100644
index 0000000..8006148
--- /dev/null
+++ b/styles/magazine_parodies/parody_match_magazine_parody.md
@@ -0,0 +1,315 @@
+---
+id: parody_match_magazine_parody
+group: "Magazine Parodies"
+movement: "Paris Match Parody"
+artist: "Parody Match Team"
+display_name: "Parody Match — Photojournal Spoof"
+style_scope: "movement"
+hero_image: null
+ratios: ["4:5"]
+ratios_status: "provisional"
+ratios_notes: "Paris Match prints on 4:5 tabloid pages, ideal for satirical photojournalism."
+modes: ["Cover Report", "Photo Essay"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 6
+  layout_hint: "Chronicle staged world events with cinematic photo spreads and tricolor headline bars."
+  identity_priority: ["photojournalism", "headline", "layout"]
+about: >
+  Parody Match mirrors Paris Match's photojournal grandeur, bold red masthead, and dramatic captions while serving absurd geopolitics.
+  We keep the cinematic reportage and typographic urgency as we document invented crises.
+---
+
+**Version:** 4.3
+ **Purpose:** A comprehensive framework for creating authentic Paris Match parody covers using "Parody Match" as the IP-safe masthead, enforcing 1953-1960 French photojournalism authenticity with period-appropriate production methods and French cultural elements.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Post-war French glamour photography with cinematic intimacy over commercial studio portraiture.
+- **Technical Measurement Authority:** Quantitative specifications ("Ives/Levy halftone", "≥70% figure dominance") override descriptive language.
+- **Process-Over-Result Priority:** Authentic 1950s offset lithography supersedes digital appearance descriptions.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use 1953-1960 lithography methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Face-Treatment Flag:** `diffusion-soft` (glamour studio lighting with cinematic intimacy)
+- **Pose Flag:** `candid-motion` (intimate portraiture with sideways glances and voyeuristic framing)
+- **Canvas Control Flag:** `strict-reframe` (optimize for 4:3 magazine cover format)
+- **Masthead Authority:** "PARODY MATCH" must use bold red lettering matching Paris Match classical style - NO font variations permitted
+- **French Photojournalism Mandate:** Post-war French glamour photography with **cinematic star aesthetic** and Parisian sophistication, not commercial advertising
+- **Subject Likeness Authority:** Preserve original subject's facial features, bone structure, and distinctive characteristics while adapting expression, styling, and French cultural interaction to authentically portray the specific Parisian scenario described in the concept
+- **French-Cultural Integration Mandate:** Subject's actions, styling, and environmental staging must reflect and illustrate the French cultural scenario with period authenticity
+- **Dynamic French Authority:** Concepts generated contextually based on desired French culture-meets-absurd scenario, with subject regenerated to match that narrative
+- **Post-War Tone Authority:** Sophisticated French glamour with gentle satirical edge and La Dolce Vita sensibility
+- **French Context Authority:** French locations and cultural elements essential for authentic Parisian storytelling
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - French satirical headlines essential for cultural commentary.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "PARODY MATCH" only.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic 1953-1960 offset lithography characteristics with period texture.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **4:3 ratio** (magazine cover format) - ignore source image dimensions completely.
+- Restage as **Paris Match post-war French photojournalism style (1953-1960)** for **magazine cover format**.
+- **Masthead:** Replace with "**PARODY MATCH**" in Paris Match's distinctive bold red letters.
+- **IP Safeguard Declaration:** Create original French glamour photography avoiding Paris Match copyrighted elements while capturing post-war sophistication essence.
+- **Face-Treatment Flag:** `diffusion-soft`
+- **Pose Flag:** `candid-motion`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Paris Match's French photojournalism and cinematic glamour tradition prevail over commercial photography conventions.
+- **Mode Selector:** Magazine cover parody with French cultural authenticity and gentle satirical elements.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `4:3` (magazine cover format / Paris Match standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Post-war French glamour photography with cinematic intimacy and French cultural staging
+- **Spatial Allocation:** ≥70% subject dominance with minimalist French environmental context
+- **Background Treatment:** French locations or out-of-focus French cultural environments supporting intimate portraiture
+- **Format Justification:** 4:3 format optimizes cinematic intimacy and French cultural storytelling authority
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Paris Match covers (1953-1960), post-war French design, La Dolce Vita glamour, Nouvelle Vague cinema, Henri Cartier-Bresson photojournalism, **French cinematic star aesthetic**.
+- **Medium/Production method:** Post-war French glamour photography with intimate portraiture reproduced via early color offset lithography on coated magazine paper.
+- **Thematic purpose:** French cultural storytelling through cinematic visual documentation with gentle satirical edge and post-war sophistication.
+- **Hallmark motifs:** **Intimate cinematic portraiture of French icons** with French elements, sideways glances with Parisian context, cropped vision focusing on expressive features, French cultural scenarios with gentle absurdity.
+- **Period framing:** 1953-1960 French photojournalism golden age with authentic magazine production methods.
+- **Tone Tag:** Sophisticated, cinematic, culturally French with emphasis on post-war glamour and gentle satirical commentary.
+- **Production Era Authenticity:** Early color offset lithography with Ives/Levy halftone characteristics and period-appropriate registration quality.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**TECHNICAL EXECUTION ANCHORS (Critical - REQUIRED):**
+
+- **French Glamour Photography Authority:** Intimate portraiture with glamour studio lighting and cinematic framing - avoid commercial advertising aesthetics
+- **Halftone Specification:** Authentic 1950s Ives/Levy halftone dot pattern with irregular, watercolor-like structure and visible color registration drift
+- **Figure Dominance Mandate:** Subject occupies ≥70% of canvas with intimate cropped vision focusing on expressive facial features
+- **French Cultural Integration:** Authentic French locations, cultural elements, or Parisian environmental context seamlessly integrated
+- **Period Lithography Consistency:** Early color offset characteristics with CMYK color model and period-appropriate printing imperfections
+- **Cinematic Intimacy Authority:** Voyeuristic framing with sideways glances and tight close-up or bust shot composition
+- **Post-War Sophistication:** French cultural authority reflecting emerging prosperity and La Dolce Vita sensibility
+- **Coated Paper Simulation:** Glossy magazine finish with China clay coating appearance and period texture
+
+**POSE ANCHORS:**
+
+- Head positioning: Intimate angles with cinematic mystique and French sophistication
+- Eye contact: Sideways glances or voyeuristic engagement appropriate to French glamour moment
+- Gesture economy: Sophisticated, expressive movements supporting French cultural narrative
+- Environmental integration: Subject placement supporting French cultural documentation with Parisian authenticity
+
+**PERIOD CONSISTENCY ANCHOR:** All elements historically coherent with 1953-1960 French photojournalism and authentic magazine production methods.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**WARDROBE TRACKS:**
+
+- **French post-war styling:** Period-appropriate Parisian fashion reflecting 1950s French sophistication with authentic construction methods
+- **Fabric behavior:** Luxurious materials with sophisticated drape appropriate to French cultural context and post-war prosperity
+- **Accessory caps:** Sophisticated 1-2 French accessories supporting cultural authenticity (French fashion items, Parisian cultural markers)
+- **Color palette:** French fashion colors with period-appropriate sophistication and post-war optimism
+
+**WARDROBE VARIATION:** Cycle through period-appropriate French fashion avoiding identical repetition between iterations.
+
+**GENDERED WARDROBE SPECIFICATIONS:**
+
+```yaml
+feminine_french_styling:
+  garments: [silk_dress, tailored_blouse, chic_coat, haute_couture_piece]
+  accessories: [pearl_necklace, silk_scarf, french_handbag, elegant_gloves]
+  footwear: [heeled_pumps, sophisticated_flats]
+
+masculine_french_styling:
+  garments: [tailored_suit, turtleneck_sweater, trench_coat, blazer_combination]
+  accessories: [silk_tie, cufflinks, leather_briefcase, sophisticated_watch]
+  footwear: [oxford_shoes, leather_loafers]
+
+universal_french_elements:
+  outerwear: [beret, french_beret, sophisticated_hat]
+  cultural_markers: [cigarette_holder, vintage_eyewear, french_scarf]
+```
+
+**PROPS:** 1 hero French cultural prop maximum, authentically Parisian and appropriate to 1950s context.
+
+**YAML PROP POOLS:**
+
+```yaml
+french_cultural_props:
+  parisian_lifestyle: [beret, baguette, cafe_cup, cigarette_holder, french_perfume, pipe, lighter]
+  cultural_markers: [eiffel_tower_miniature, french_magazine, paris_postcard, metro_ticket, leica_camera]
+  fashion_accessories: [silk_scarf, pearl_necklace, french_handbag, parisian_gloves, cufflinks, vintage_watch]
+  artistic_elements: [palette, french_book, wine_glass, cheese_selection, cigar, vintage_pen]
+  intellectual_props: [french_newspaper, philosophy_book, vintage_camera, architect_tools]
+```
+
+**COHERENCE FILTER:** All elements support French cultural authenticity with gentle satirical purpose maintaining post-war sophistication; fallback = clean French cultural scene.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `modern digital photo filters`, `HDR smoothing`, `perfectly uniform halftone patterns`, `laser print effects`
+- `commercial advertising aesthetics`, `product placement`, `modern fashion photography`, `contemporary styling`
+- `crude satirical elements`, `offensive cultural stereotypes`, `disrespectful French caricatures`
+- `modern offset printing perfection`, `digital vector smoothness`, `contemporary post-processing effects`
+- `harsh satirical messaging`, `cultural insensitivity`, `stereotypical French clichés without sophistication`
+- `gender-specific limitations`, `exclusive feminine aesthetic bias`, `masculine style restrictions`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 4:3 magazine cover ratio`, `recomposed for French periodical format`
+- `authentic 1950s Ives/Levy halftone dot pattern with irregular watercolor-like structure`
+- `intimate French glamour photography with cinematic voyeuristic framing and ≥70% figure dominance`
+- `1953-1960 post-war French photojournalism style with visible color registration drift`
+- `sophisticated French cultural integration with authentic Parisian environmental context`
+- `period-appropriate offset lithography texture with authentic coated paper stock characteristics`
+- `bold red PARODY MATCH masthead with consistent proportions matching Paris Match letterforms`
+- `gender-inclusive French cinematic star aesthetic with period sophistication`
+
+**VOCABULARY WARNINGS:** Avoid "commercial," "advertising," "modern," "crude," "feminine-only," "masculine-limited" - emphasize sophisticated, cinematic, French, intimate, culturally authentic, and gender-inclusive content.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (4:3 Magazine Cover):**
+
+- Vertical emphasis with intimate cinematic framing and French cultural authority
+- Magazine hierarchy: masthead, main glamour photography, French satirical context
+- Post-war sophistication optimization with immediate French cultural recognition
+
+**FRENCH GLAMOUR PHOTOGRAPHY COMPOSITION:**
+
+- **Perspective regime:** Normal plane section with intimate eye-level perspective and French glamour photography authenticity
+- **Figure dominance:** ≥70% subject allocation with tight close-up or bust shot cropped vision
+- **French environmental integration:** Parisian locations or French cultural backgrounds providing sophisticated context
+- **Cinematic intimacy capture:** Voyeuristic framing with sideways glances and **French cinematic star aesthetic**
+- **Cultural authenticity enforcement:** Complete French cultural staging with authentic Parisian environmental elements
+
+**REQUIRED ANCHORS:**
+
+- **French Cultural Context Anchor:** Authentic Parisian environments or French cultural elements supporting sophisticated storytelling
+- **Cinematic Documentation Anchor:** Post-war French glamour settings supporting intimate photojournalism narrative
+- **Production Context Anchor:** Early color offset lithography texture with coated paper finish covering entire photography surface
+- **Ratio Enforcement Anchor:** 4:3 proportion optimization with French magazine format conventions and period display requirements
+
+**BACKGROUND TREATMENT:**
+
+- French locations appropriate to sophisticated cultural context (Parisian cafes, French countryside, cultural landmarks)
+- Minimalist French environments supporting intimate portraiture narrative
+- Out-of-focus French cultural settings with authentic environmental storytelling - avoid distracting or competing backgrounds
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** Allow text integration for magazine cover format.
+
+**RATIO-APPROPRIATE ZONES:** Layout optimized for 4:3 magazine cover with Paris Match periodical hierarchy:
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - AUTHENTIC TYPOGRAPHY):**
+
+- **"PARODY MATCH" Logo Authority:** Exact replication of Paris Match typography: bold, condensed sans-serif letterforms with tight character spacing, uniform weight distribution, and rectangular proportions matching the authentic masthead design
+- **Character Specifications:**
+  - Font style: Bold condensed sans-serif (similar to Impact or Franklin Gothic Extra Condensed)
+  - Letter spacing: Tight/condensed with minimal gaps between characters
+  - Weight: Heavy/bold throughout with consistent stroke width
+  - Proportions: Wide letters with compressed vertical spacing, rectangular masthead shape
+- **Color Requirements:** Bright red (#E31E24 or similar) on white background as signature brand element
+- **Position Authority:** Upper left corner with traditional Paris Match placement hierarchy
+- **Scale Authority:** Masthead should occupy approximately 15-20% of total cover width
+- **Authenticity Reference:** Study provided Paris Match examples for exact typography matching
+- **Issue Information:** Smaller text including number, date, price in Paris Match format
+
+**HEADLINE SYSTEM (French Cultural Commentary):**
+
+- **French satirical headlines:** Sophisticated French cultural copy with gentle satirical twist elements
+- **Cultural integration:** Headlines supporting French authenticity while introducing harmless absurd elements
+- **Proportional scale:** Headlines sized for French magazine standards with period-appropriate integration
+- **French language authority:** Headlines in French with cultural sophistication and period authenticity
+
+**NARRATIVE-DRIVEN SATIRICAL GENERATION (French Cultural Commentary):**
+
+- **Scenario-First Approach:** Generate sophisticated French cultural scenario first, then create visual composition illustrating that specific Parisian juxtaposition
+- **Subject Regeneration Requirement:** Completely recreate subject to authentically portray someone experiencing the generated French cultural scenario within appropriate sophisticated context
+- **French Integration:** Include authentic Parisian settings, French cultural contexts, and post-war elements supporting the French satirical premise
+- **Cultural Authenticity:** Subject's expression and interaction must genuinely reflect experiencing the French cultural situation with period sophistication
+
+**DYNAMIC FRENCH GENERATION (Cultural-Satirical Intersection):**
+
+- **Sophisticated Premise Creation:** Generate intelligent French cultural discoveries appropriate for post-war commentary
+
+- **Visual-Narrative Integration:** Regenerate subject's entire appearance to authentically portray someone in that specific French scenario
+
+- **Cultural Coherence:** Every visual element must support and illustrate the French cultural satirical premise
+
+- **Format Examples for French Regeneration:**
+
+  ```yaml
+  parisian_lifestyle_scenarios:   premise_type: "Parisian discovers absurd aspect of French cultural life in sophisticated setting"  visual_requirements: "French styling, Parisian context, authentic cultural staging"  headline_example: "LA MODE IMPOSSIBLE: Les Parisiens Découvrent..."  french_intellectual_mysteries:  premise_type: "French intellectual encounters impossible cultural phenomenon in authentic French environment"  visual_requirements: "period French fashion, cultural setting, authentic French context"  headline_example: "MYSTÈRE À PARIS: La Nouvelle Découverte..."  cafe_culture_absurdity:  premise_type: "French cafe culture reveals scientifically impossible social behavior"  visual_requirements: "cafe setting, French styling, authentic Parisian environment"  headline_example: "EXCLUSIVE: Le Secret des Cafés Parisiens"  french_fashion_impossibility:  premise_type: "French fashion industry discovers garments with impossible properties"  visual_requirements: "haute couture, fashion context, authentic French cultural documentation"  headline_example: "RÉVÉLATION: La Mode Française Défie la Science"  parisian_romance_mystery:  premise_type: "Romantic Parisian encounters impossible love phenomenon in French setting"  visual_requirements: "romantic staging, French environment, authentic cultural presentation"  headline_example: "L'AMOUR IMPOSSIBLE: Romance à la Française"  french_cuisine_discovery:  premise_type: "French chef discovers impossible culinary phenomenon in authentic French kitchen"  visual_requirements: "French cuisine context, chef styling, authentic French cultural environment"  headline_example: "SCANDALE CULINAIRE: Le Chef Révèle..."nouvelle_vague_phenomenon:  premise_type: "French cinema figure discovers impossible artistic phenomenon in Parisian setting"  visual_requirements: "intellectual styling, artistic context, authentic French cultural environment"  headline_example: "CINÉMA IMPOSSIBLE: Le Réalisateur Révèle..."
+  ```
+
+**FRENCH SATIRICAL GENERATION AUTHORITY:**
+
+- **NO SAMPLE HEADLINES:** Generate entirely original sophisticated French cultural scenarios - do not reference provided examples
+- **French-First Process:** Create authentic French cultural premise first, then craft French headline describing that specific sophisticated situation
+- **Subject Regeneration Mandate:** Preserve original subject's core facial features and distinctive characteristics while adapting expression, cultural staging, and Parisian environmental props to authentically experience the generated French scenario
+
+**VISUAL-FRENCH INTEGRATION RULES:**
+
+- **Facial Feature Preservation:** Maintain original subject's bone structure, eye shape, facial proportions, and distinctive characteristics while adapting expression and styling
+- **Cultural Adaptation Only:** Change clothing, hair styling, accessories, and environmental context to French period authenticity without altering core facial features
+- **Expression Modification:** Adapt facial expression and body language to genuinely reflect experiencing the French cultural situation with appropriate sophisticated staging and period fashion
+- **Parisian Storytelling:** Environmental and cultural elements supporting authentic Paris Match French commentary tradition with gentle satirical elements
+- **Cultural Credibility:** Present French cultural scenarios with sophisticated Parisian authority and post-war cultural intelligence
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period-appropriate early color offset lithography limitations and registration quality with characteristic 1953-1960 French publishing standards.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 4:3 ratio + IP Safeguard + "PARODY MATCH" masthead + French photojournalism authenticity
+- **Section 2:** Magazine cover recomposition + intimate spatial allocation + French cultural context
+- **Section 3:** Paris Match influences + offset lithography production + French photojournalism tradition + **cinematic star aesthetic**
+- **Section 4:** ≥8 technical anchors + halftone specification + figure dominance + French cultural integration
+- **Section 5:** **Gender-inclusive French fashion wardrobe** + Parisian props + cultural authenticity + period accuracy
+- **Section 6:** Period-specific constraints + authentic printing characteristics + anti-commercial elements + cultural sophistication + **gender inclusivity**
+- **Section 7:** 4:3 magazine composition + French glamour photography framing + authentic Parisian environments + cultural context enforcement
+- **Section 8:** "PARODY MATCH" masthead + French typography + cultural satirical headlines + offset printing integration
+- **Material authenticity:** Authentic halftone characteristics with measurable irregular dot structure and period-appropriate registration drift
+- **Production authenticity:** 1953-1960 French printing methods with characteristic limitations and period accuracy
+- **Cultural integrity:** French photojournalism prioritizing authentic Parisian documentation and sophisticated cultural commentary
+- **Gender inclusivity:** Framework supports both masculine and feminine French cinematic star aesthetics with period authenticity
+- **Parody protection:** Original content avoiding copyrighted Paris Match elements while capturing French post-war sophistication essence
+
+---
diff --git a/styles/magazine_parodies/rational_geographic_magazine_parody.md b/styles/magazine_parodies/rational_geographic_magazine_parody.md
new file mode 100644
index 0000000..36aaa2a
--- /dev/null
+++ b/styles/magazine_parodies/rational_geographic_magazine_parody.md
@@ -0,0 +1,291 @@
+---
+id: rational_geographic_magazine_parody
+group: "Magazine Parodies"
+movement: "National Geographic Parody"
+artist: "Rational Geographic Collective"
+display_name: "Rational Geographic — Exploratory Satire"
+style_scope: "movement"
+hero_image: null
+ratios: ["4:5", "2:3"]
+ratios_status: "provisional"
+ratios_notes: "NatGeo covers live inside 4:5 yellow frames; fold-out atlas jokes widen to 2:3."
+modes: ["Cover Expedition", "Field Guide Spoof"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "Frame a faux exploration photo with the yellow border and tongue-in-cheek deck copy."
+  identity_priority: ["frame", "photography", "typography"]
+about: >
+  Rational Geographic wraps absurd discoveries in National Geographic's yellow border, serif decks, and documentary photography.
+  This card keeps the expedition lighting and scientific tone while poking fun at invented expeditions.
+---
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic National Geographic parody covers using "Rational Geographic" as the IP-safe masthead, enforcing 1905-1955 expeditionary photojournalism authenticity with period-appropriate production methods.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Documentary photography with authentic environmental context over studio portraiture.
+- **Technical Measurement Authority:** Quantitative specifications ("150 LPI halftone", "film grain 400 ISO") override descriptive language.
+- **Process-Over-Result Priority:** Authentic photographic documentation supersedes digital appearance descriptions.
+- **Photographic Realism Mandate:** Output must appear as authentic documentary photography, not illustration, painting, or artistic rendering
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use 1905-1955 printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Face-Treatment Flag:** `film-grain-triX` (expeditionary photojournalism with visible analog grain structure)
+- **Pose Flag:** `candid-motion` (documentary-observed authenticity with unmanipulated subjects)
+- **Canvas Control Flag:** `strict-reframe` (optimize for magazine cover format)
+- **Yellow Border Mandate:** Iconic National Geographic yellow border completely framing cover image - NO exceptions
+- **Font Authentication Authority:** "RATIONAL GEOGRAPHIC" masthead must use serif letterforms matching original - NO font variations permitted
+- **Documentary Photojournalism Mandate:** Photographic realism with natural lighting, authentic environmental documentation, not illustrated or painted artwork
+- **Subject Regeneration Authority:** Subject's appearance, expression, and environmental interaction must be completely regenerated to authentically portray the specific documentary scenario described in the headline
+- **Headline-Subject Integration Mandate:** Subject's actions, environmental context, and photographic staging must reflect and illustrate the absurd discovery scenario
+- **Dynamic Headline Authority:** Headlines generated contextually based on desired documentary discovery scenario, with subject regenerated to match that narrative
+- **Educational Tone Authority:** Quietly enthusiastic, educational documentation with scientific discovery emphasis
+- **Environmental Context Authority:** Natural-appearing environments essential for photographic storytelling
+- **Photographic Realism Authority:** Must appear as authentic photography, not illustration, painting, or artistic rendering
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - headlines essential for documentary context.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "RATIONAL GEOGRAPHIC" only.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic 1905-1955 silver halide characteristics with visible grain.
+- **Composition boundaries:** No frames outside the canvas except mandatory yellow border; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (magazine cover format) - ignore source image dimensions completely.
+- Restage as **National Geographic expeditionary photojournalism style (1905-1955)** for **magazine cover format**.
+- **Masthead:** Replace with "**RATIONAL GEOGRAPHIC**" in National Geographic's distinctive serif letters on yellow background.
+- **IP Safeguard Declaration:** Create original documentary photography avoiding National Geographic copyrighted elements while capturing expeditionary journalism essence.
+- **Face-Treatment Flag:** `film-grain-triX`
+- **Pose Flag:** `candid-motion`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** National Geographic's documentary photojournalism and geographic education tradition prevail over fashion photography conventions.
+- **Mode Selector:** Magazine cover parody with expeditionary documentary authenticity.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (magazine cover format / National Geographic standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Documentary photography with mandatory yellow border frame and environmental context
+- **Spatial Allocation:** 30-60% subject allocation with significant environmental storytelling space
+- **Background Treatment:** Authentic real-world environments serving as co-narrator for documentary story
+- **Format Justification:** 2:3 format optimizes newsstand display and documentary window into remote worlds
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** National Geographic covers (1905-1955), Gilbert H. Grosvenor editorial vision, early 20th century expeditionary photojournalism, silver halide film pioneers, natural color photography innovation.
+- **Medium/Production method:** Documentary photography style (emulating silver halide film characteristics) with period-appropriate visual treatment reproduced via offset lithography on heavily coated paper stock.
+- **Thematic purpose:** Documentary education through compelling visual storytelling with geographic knowledge diffusion and authentic exploration documentation.
+- **Hallmark motifs:** Candid environmental portraits, global travel and exploration imagery, wildlife and nature documentation, cultural authenticity within natural settings.
+- **Period framing:** 1905-1955 American expeditionary photojournalism golden age with authentic magazine production methods.
+- **Tone Tag:** Quietly enthusiastic, educational, culturally significant with emphasis on geographic discovery and authentic documentation.
+- **Production Era Authenticity:** Offset lithography with visible halftone patterns, early color science characteristics, and period-appropriate registration limitations.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**TECHNICAL EXECUTION ANCHORS (Critical - REQUIRED):**
+
+- **Yellow Border Specification:** Mandatory thick yellow border completely framing photography - approximately 8-12mm width with precise National Geographic yellow color authority
+- **Documentary Photography Style:** Photographic appearance with period-appropriate lighting, composition, and natural color characteristics (avoid illustrated or painted aesthetics)
+- **Film Grain Emulation:** Visual characteristics resembling silver halide grain structure at 200-400 ISO equivalent with organic texture patterns
+- **Early Color Science Anchor:** Period-appropriate color characteristics reflecting 1910+ natural color photography with distinct palette limitations
+- **Paper Texture Specification:** 100-pound coated cover stock appearance with latex/casein/clay coating creating subtle surface sheen
+- **Halftone Visibility Requirement:** Visible 120-150 LPI halftone dot patterns with authentic offset lithography characteristics
+- **Environmental Realism Mandate:** Authentic-appearing natural environments with documentary photography credibility
+- **Period Technology Consistency:** All props, clothing, and environmental elements must be consistent with 1905-1955 period limitations
+
+**POSE ANCHORS:**
+
+- Head positioning: Natural documentary angles within authentic environmental context
+- Eye contact: Candid engagement appropriate to documentary storytelling moment
+- Gesture economy: Unposed, authentic human movements within natural environment
+- Environmental integration: Subject placement supporting geographic and cultural documentation
+
+**PERIOD CONSISTENCY ANCHOR:** All elements historically coherent with 1905-1955 American expeditionary photojournalism and magazine production methods.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**WARDROBE TRACKS:**
+
+- **Expeditionary styling:** Period-appropriate exploration and cultural attire reflecting 1905-1955 fashion with authentic construction methods
+- **Fabric behavior:** Natural materials with authentic drape appropriate to geographic and cultural context
+- **Accessory caps:** Minimalist 0-2 accessories supporting documentary authenticity (expedition gear, cultural items)
+- **Color palette:** Period-appropriate colors reflecting early color photography limitations and authentic cultural dress
+
+**WARDROBE VARIATION:** Cycle through period-appropriate cultural and expeditionary attire avoiding identical repetition between iterations.
+
+**PROPS:** 1 hero prop maximum, culturally and geographically authentic to documentary context.
+
+**YAML PROP POOLS:**
+
+```yaml
+exploration_props:
+  expedition_gear: [camera, compass, map, field_notebook, binoculars]
+  cultural_artifacts: [traditional_tools, cultural_dress, ceremonial_objects, crafts]
+  natural_elements: [specimen_jars, geological_samples, plant_specimens, shells]
+  geographic_markers: [flags, surveying_equipment, navigational_tools, camp_gear]
+```
+
+**COHERENCE FILTER:** All elements support 1905-1955 expeditionary photojournalism authenticity with geographic education purpose; fallback = clean documentary scene.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `illustrated artwork`, `painted aesthetics`, `artistic rendering`, `stylized illustration`
+- `fantasy elements`, `impossible phenomena`, `magical realism`, `supernatural imagery`
+- `staged manipulation`, `studio lighting`, `modern digital artifacts`, `HDR smoothing`
+- `fashion photography posing`, `commercial studio techniques`, `artificial staging`
+- `modern color science`, `digital sensor noise`, `pixel-perfect sharpness`, `contemporary post-processing`
+- `romanticized sentimentality`, `propagandistic imagery`, `over-stylized aesthetics`
+- `modern typography`, `contemporary design trends`, `digital layout perfection`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 2:3 magazine cover ratio`, `recomposed for newsstand format`
+- `mandatory thick yellow border completely framing documentary photography with National Geographic authority`
+- `photographic realism with natural lighting and authentic environmental documentation`
+- `1905-1955 expeditionary photojournalism style appearing as authentic documentary photography`
+- `natural candid moments capturing realistic documentary situations with photojournalistic integrity`
+- `period-appropriate offset lithography texture with authentic coated paper stock characteristics`
+- `serif RATIONAL GEOGRAPHIC masthead with consistent proportions matching original letterforms`
+
+**VOCABULARY WARNINGS:** Avoid "staged," "manipulated," "studio-perfect," "modern" - emphasize documentary authenticity and educational significance.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Magazine Cover):**
+
+- Vertical emphasis with balanced subject-environment relationship
+- Magazine hierarchy: yellow border, masthead, main photography, documentary headlines
+- Newsstand impact optimization with immediate geographic recognition
+
+**DOCUMENTARY PHOTOJOURNALISM COMPOSITION:**
+
+- **Perspective regime:** Rule of thirds compositional structure with documentary photography authenticity within mandatory yellow border
+- **Figure-to-ground ratio:** 30-60% subject allocation allowing environmental context to serve as co-narrator
+- **Environmental storytelling:** Authentic real-world backgrounds providing crucial geographic and cultural context
+- **Documentary moment capture:** Candid, unposed decisive moments reflecting expeditionary photojournalism tradition
+- **Yellow border enforcement:** Complete frame containment with no subject breaking border plane
+
+**REQUIRED ANCHORS:**
+
+- **Yellow Border Context Anchor:** Mandatory thick yellow frame creating iconic National Geographic visual signature
+- **Environmental Documentation Anchor:** Authentic geographic environments supporting educational storytelling narrative
+- **Production Context Anchor:** Offset lithography texture with coated paper sheen covering entire photography surface within yellow border
+- **Ratio Enforcement Anchor:** 2:3 proportion optimization with American magazine format conventions and newsstand display requirements
+
+**BACKGROUND TREATMENT:**
+
+- Authentic geographic environments appropriate to expeditionary context
+- Cultural and natural settings supporting educational documentation narrative
+- Real-world locations with authentic environmental storytelling - avoid artificial or staged backgrounds
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** Allow text integration for magazine cover format.
+
+**RATIO-APPROPRIATE ZONES:** Layout optimized for 2:3 magazine cover with National Geographic periodical hierarchy:
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - FONT AUTHENTICATION):**
+
+- **"RATIONAL GEOGRAPHIC" Logo Authority:** Serif letterforms matching National Geographic classical style with traditional proportions
+- **Character Specifications:** Traditional serif weight, classical proportions, appropriate letter spacing maintaining National Geographic visual authority
+- **Position Authority:** Upper portion within yellow border with traditional placement hierarchy
+- **Color Requirements:** Traditional dark lettering on yellow background as signature brand element
+- **Issue Information:** Smaller text including volume, number, date in National Geographic format
+
+**HEADLINE SYSTEM (Documentary Education Style):**
+
+- **Direct Text Integration:** Headlines as educational text integrated with documentary photography composition
+- **Educational Commentary Style:** Quietly enthusiastic tone with geographic knowledge emphasis
+- **Proportional Scale:** Headlines sized for educational readability standards (approximately 15-20% of total canvas height)
+- **Color Authority:** Text color chosen for maximum readability against documentary photography - typically white or dark
+
+**NARRATIVE-DRIVEN HEADLINE GENERATION (Documentary Discovery):**
+
+- **Scenario-First Approach:** Generate absurd documentary discovery scenario first, then create headline describing that specific expedition finding
+- **Subject Regeneration Requirement:** Completely recreate subject to authentically portray someone experiencing the generated discovery within appropriate geographic context
+- **Environmental Integration:** Include authentic geographic settings, cultural contexts, and expedition elements supporting the discovery premise
+- **Documentary Authenticity:** Subject's expression and interaction must genuinely reflect experiencing the impossible geographic discovery
+
+**DYNAMIC HEADLINE GENERATION (Geographic Discovery):**
+
+- **Educational Discovery Creation:** Generate sophisticated geographic discoveries appropriate for expeditionary documentation
+
+- **Visual-Headline Integration:** Regenerate subject's entire appearance to authentically portray someone documenting that specific discovery
+
+- **Narrative Coherence:** Every visual element must support and illustrate the headline's geographic discovery premise
+
+- **Format Examples for Discovery Regeneration:**
+
+  ```yaml
+  geographic_discoveries:   premise_type: "Expedition team discovers impossible geographic phenomenon in remote location"  visual_requirements: "expeditionary gear, appropriate geographic setting, discovery documentation"  cultural_documentation:  premise_type: "Anthropologist documents unprecedented cultural practice in authentic setting"  visual_requirements: "cultural context, traditional dress, authentic environmental staging"  wildlife_behavior:  premise_type: "Naturalist observes scientifically impossible animal behavior in natural habitat"  visual_requirements: "field gear, natural environment, authentic wildlife interaction"  geological_anomaly:  premise_type: "Geologist encounters physically impossible rock formation during survey"  visual_requirements: "surveying equipment, geological setting, scientific documentation"  archaeological_mystery:  premise_type: "Archaeologist unearths artifact with impossible historical implications"  visual_requirements: "dig site, period expedition gear, authentic archaeological context"  botanical_impossibility:  premise_type: "Botanist catalogs plant species with scientifically impossible characteristics"  visual_requirements: "field research setup, natural environment, specimen documentation"
+  ```
+
+**HEADLINE GENERATION AUTHORITY:**
+
+- **NO SAMPLE HEADLINES:** Generate entirely original documentary discovery scenarios - do not reference provided examples
+- **Discovery-First Process:** Create absurd geographic/scientific discovery first, then craft educational headline describing that specific expedition finding
+- **Subject Regeneration Mandate:** Completely recreate subject to authentically experience the generated discovery scenario with appropriate expression, expedition staging, and environmental props
+
+**VISUAL-DOCUMENTARY INTEGRATION RULES:**
+
+- **Complete Subject Recreation:** No generic portraits - every element regenerated to serve documentary narrative
+- **Expeditionary Authenticity:** Subject genuinely experiencing the absurd discovery situation with appropriate field gear and settings
+- **Geographic Storytelling:** Environmental and cultural elements supporting authentic expeditionary documentation tradition
+- **Educational Credibility:** Present absurd discoveries with straight-faced scientific and geographic documentation seriousness
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period-appropriate offset lithography limitations and registration quality with characteristic 1905-1955 American publishing imperfections.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 2:3 ratio + IP Safeguard + "RATIONAL GEOGRAPHIC" masthead + expeditionary photojournalism authenticity
+- **Section 2:** Magazine cover recomposition + documentary spatial allocation + geographic educational context
+- **Section 3:** National Geographic influences + offset lithography production + American expeditionary photojournalism tradition
+- **Section 4:** ≥8 technical anchors + yellow border mandate + film grain authority + period printing limitations
+- **Section 5:** Expeditionary wardrobe + documentary props + cultural authenticity + period accuracy
+- **Section 6:** Period-specific constraints + authentic printing characteristics + anti-staged elements + documentary integrity
+- **Section 7:** 2:3 magazine composition + documentary photojournalism framing + authentic geographic environments + yellow border enforcement
+- **Section 8:** "RATIONAL GEOGRAPHIC" masthead + educational typography + documentary discovery headlines + offset printing integration
+- **Material authenticity:** Authentic silver halide characteristics with measurable grain structure and early color science
+- **Production authenticity:** 1905-1955 American printing methods with characteristic limitations and period accuracy
+- **Documentary integrity:** Expeditionary photojournalism prioritizing authentic environmental documentation and geographic education
+- **Parody protection:** Original content avoiding copyrighted National Geographic elements while capturing educational exploration essence
+
+------
diff --git a/styles/magazine_parodies/rogue_magazine_vogue_parody.md b/styles/magazine_parodies/rogue_magazine_vogue_parody.md
new file mode 100644
index 0000000..1e634f9
--- /dev/null
+++ b/styles/magazine_parodies/rogue_magazine_vogue_parody.md
@@ -0,0 +1,353 @@
+---
+id: rogue_magazine_vogue_parody
+group: "Magazine Parodies"
+movement: "Fashion Magazine Parody"
+artist: "Rogue Magazine Studio"
+display_name: "Rogue Magazine — Vogue Parody"
+style_scope: "movement"
+hero_image: null
+ratios: ["4:5", "2:3"]
+ratios_status: "provisional"
+ratios_notes: "Glossy fashion covers favor 4:5, while satirical interior spreads expand to 2:3 photography."
+modes: ["Cover Satire", "Editorial Spread"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "Pose models in exaggerated couture with masthead partially obscured for fashion credibility."
+  identity_priority: ["pose", "typography", "palette"]
+about: >
+  Rogue twists Vogue's serif masthead, fashion photography, and airbrushed glamour into snarky trend satire.
+  We keep the couture lighting, luxury palettes, and witty coverlines while showcasing fictional tastemakers.
+---
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic Vogue Magazine parody covers using "Rogue" as the IP-safe masthead, enforcing period-specific fashion photography authenticity with era-appropriate production methods.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Fashion icon transformation via sophisticated styling and pose rather than documentary realism.
+- **Technical Measurement Authority:** Quantitative specifications ("rotogravure screen pattern", "offset lithography precision") override descriptive language.
+- **Process-Over-Result Priority:** Era-authentic printing methods supersede modern digital perfection.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use era-specific printing methods (1960s rotogravure vs 1990s+ offset lithography) with characteristic surface finishes.
+- **Face-Treatment Flag:** `color-surge` (high-quality fashion photography with period-appropriate processing)
+- **Pose Flag:** `power-stance` (sophisticated fashion poses emphasizing elegance and authority)
+- **Canvas Control Flag:** `strict-reframe` (optimize for magazine cover format)
+- **Font Authentication Authority:** "ROGUE" masthead must use Didot letterforms (closest Vogue approximation) - NO font variations permitted
+- **Fashion Photography Mandate:** High-fashion styling with luxury presentation filling entire canvas
+- **Era Selection Authority:** Choose specific Vogue era (1960s Vreeland "Youthquake" OR 1990s+ Wintour "High/Low") with corresponding production methods
+- **Fashion Parody Authority:** Headlines must be satirical and absurd, mocking fashion industry conventions through impossible scenarios
+- **Subject Regeneration Authority:** Subject's styling, pose, and fashion presentation must be completely regenerated to authentically portray absurd fashion scenarios described in generated headlines
+- **Fashion-Subject Integration Mandate:** Subject's styling, pose, and expression must reflect genuine experience of the impossible fashion situation, not generic fashion posing
+- **Satirical Fashion Authority:** Fashion scenarios generated contextually using absurd premise templates, with subject regenerated to embody that comedic narrative
+- **Production Method Authority:** Era-specific printing characteristics (rotogravure matte finish OR offset lithography gloss) are REQUIRED
+- **Integrated Design Philosophy:** All elements (styling, pose, typography) must work as unified high-fashion concept
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Allow sophisticated fashion magazine text integration.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "ROGUE" only.
+- **Material authenticity:** Era-specific printing characteristics with authentic surface finishes and production limitations.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (magazine cover format) - ignore source image dimensions completely.
+- **Era Selection:** Choose **1960s Vreeland "Youthquake" Style** OR **1990s+ Wintour "High/Low" Style** for authentic period reproduction.
+- **Masthead:** Replace with "**ROGUE**" in Vogue's distinctive Didot letterforms.
+- **IP Safeguard Declaration:** Create original fashion parody avoiding Vogue copyrighted elements while capturing high-fashion essence.
+- **Face-Treatment Flag:** `color-surge`
+- **Pose Flag:** `power-stance`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** High-fashion photography aesthetic and luxury presentation prevail over documentary realism.
+- **Mode Selector:** Fashion magazine cover parody with luxury authenticity.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (magazine cover format / Vogue standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Complete fashion photography coverage with sophisticated styling and masthead integration
+- **Spatial Allocation:** Subject dominance ≥75% with fashion styling showcase
+- **Background Treatment:** Era-appropriate fashion photography backgrounds (studio OR real-world locations)
+- **Format Justification:** Portrait format maximizes fashion impact and newsstand sophistication
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**ERA-SPECIFIC INFLUENCES:**
+
+**1960s Vreeland "Youthquake" Era:**
+
+- **Influences:** Diana Vreeland's revolutionary vision, Richard Avedon photography, Twiggy aesthetic, Mod culture, youth-driven fashion innovation
+- **Medium/Production method:** High-quality color photography reproduced via rotogravure printing on uncoated/low-gloss paper stock with characteristic matte finish
+- **Thematic purpose:** Creating satirical fashion parody through absurd scenarios mocking fashion industry conventions while maintaining visual sophistication
+- **Hallmark motifs:** Miniskirts and shift dresses, psychedelic prints, geometric patterns, unconventional beauty celebration, dynamic spirited posing
+
+**1990s+ Wintour "High/Low" Era:**
+
+- **Influences:** Anna Wintour's democratization vision, celebrity fashion icons, street style integration, high/low mixing, Peter Lindbergh "raw realness"
+- **Medium/Production method:** Modern color photography reproduced via offset lithography on high-gloss coated paper with smooth, reflective finish **1990s+ Wintour Era:**
+- **Thematic purpose:** Creating satirical commentary on fashion democratization through absurd accessibility scenarios while maintaining sophisticated visual presentation
+- **Hallmark motifs:** High/low fashion mixing, barely-there makeup, approachable spontaneity, celebrity portraiture, real-world settings
+
+**Production Era Authenticity:** Era-specific printing methods with characteristic surface finishes and color reproduction limitations.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**ERA-SPECIFIC TECHNICAL ANCHORS:**
+
+**1960s Vreeland Era Requirements:**
+
+- **Rotogravure Pattern Mandate:** VISIBLE regular grid-like screen pattern characteristic of high-speed rotogravure printing - NO smooth digital surfaces
+- **Matte Surface Authority:** Uncoated or low-gloss paper stock with non-reflective, textured finish - NO glossy modern effects
+- **Color Palette Specification:** Bold psychedelic colors and authentic 1960s palette - vibrant but with rotogravure color limitations
+- **Print Quality Constraints:** Slight color registration variations and characteristic rotogravure artifacts required
+- **Pose Dynamics:** Spirited, gestural poses reflecting "fun, spirited and young attitudes" with movement and energy
+- **Beauty Standards:** Celebration of unconventional features and anatomical uniqueness over traditional beauty
+
+**1990s+ Wintour Era Requirements:**
+
+- **Invisible Offset Authority:** Smooth, continuous-tone appearance with imperceptible CMYK rosette pattern at normal viewing distance
+- **High-Gloss Surface:** Coated paper stock with reflective, smooth finish enhancing color vibrancy and photographic quality
+- **Deconstructed Elegance:** Natural "barely-there" makeup with minimal jewelry, approachable sophistication
+- **Spontaneous Authenticity:** Street-style snapshot aesthetic with windswept hair and off-camera gazes
+- **High/Low Integration:** Luxury fashion pieces mixed with accessible elements (designer blazer + jeans concept)
+- **Real-World Settings:** Authentic urban environments rather than studio backgrounds
+
+**UNIVERSAL TECHNICAL REQUIREMENTS:**
+
+- **Paper Texture Anchor:** Era-appropriate substrate with authentic tactile characteristics
+- **Color Registration:** Period-specific printing accuracy and characteristic limitations
+- **Surface Imperfection Authority:** Include era-appropriate printing artifacts and paper texture visibility
+- **Detail Hierarchy Anchor:** Sharp focus on fashion elements and styling with sophisticated composition
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**ERA-SPECIFIC FASHION REQUIREMENTS:**
+
+**1960s Vreeland Era:**
+
+- **Primary Silhouettes:** Mini dresses, shift dresses, bell-bottom trousers, geometric A-line shapes
+- **Color Palette:** Psychedelic prints, bold geometric patterns, vibrant colors rebelling against 1950s pastels
+- **Styling Philosophy:** Unconventional beauty celebration, youth-driven innovation, experimental fashion mixing
+- **Accessories:** Statement jewelry supporting bold aesthetic, geometric shapes, youth culture elements
+
+**1990s+ Wintour Era:**
+
+- **High/Low Mixing:** Luxury couture pieces (Christian Lacroix) paired with accessible items (designer jeans)
+- **Styling Philosophy:** Approachable sophistication, real-world wearability, celebrity-inspired fashion authority
+- **Makeup Approach:** Natural "barely-there" look with deconstructed elegance
+- **Accessories:** Minimal, sophisticated pieces supporting approachable luxury aesthetic
+
+**UNIVERSAL FASHION REQUIREMENTS:**
+
+- **Fabric Behavior:** High-quality fashion photography showcasing texture, drape, and luxury presentation
+- **Wardrobe Variation:** Cycle through era-appropriate high-fashion palette avoiding repetition
+- **Props:** Maximum 2 fashion-relevant props supporting luxury lifestyle narrative
+
+**YAML FASHION POOLS:**
+
+```yaml
+vreeland_1960s:
+  silhouettes: [mini_dress, shift_dress, bell_bottom_trousers, geometric_coat]
+  patterns: [psychedelic_print, geometric_design, bold_stripes, mod_graphics]
+  accessories: [statement_earrings, geometric_necklace, wide_brim_hat, bold_sunglasses]
+
+wintour_1990s_plus:
+  luxury_pieces: [couture_jacket, designer_dress, luxury_handbag, statement_shoes]
+  accessible_elements: [designer_jeans, casual_knitwear, street_style_accessories]
+  styling_approach: [natural_makeup, minimal_jewelry, approachable_sophistication]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `documentary photography aesthetics`, `photojournalistic approach`, `news magazine style`
+- `casual everyday clothing`, `poor styling techniques`, `amateur fashion photography`
+- `modern digital perfection contradicting era specifications`, `wrong printing method characteristics`
+- `conventional beauty standards when using 1960s era`, `overly formal poses when using 1990s+ era`
+- `chunky casual fonts for masthead`, `sans-serif masthead alternatives`, `non-Didot letterforms`
+- `excessive cover lines competing with photography`, `cluttered text layout`, `newsstand competition texting`
+- `serious fashion magazine copy`, `generic fashion industry language`, `non-satirical headlines`
+- `conventional fashion authority tone`, `straight luxury presentation without humor`, `industry jargon without parody`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 2:3 magazine cover ratio`, `recomposed for high-fashion presentation`
+- `era-specific printing characteristics with authentic surface finishes and registration limitations`
+- `sophisticated fashion styling emphasizing luxury and elegance with appropriate era styling`
+- `EXACT Didot masthead letterforms with high-contrast serif sophistication matching Vogue authority`
+- `period-appropriate fashion photography techniques and aesthetic approaches with authentic printing methods`
+- `complete fashion styling regeneration supporting satirical fashion scenarios through subject embodiment`
+- `restrained cover line approach respecting era-specific text minimalism constraints`
+- `satirical headlines mocking fashion industry conventions through impossible absurd scenarios`
+- `subject authentically experiencing absurd fashion situations rather than generic fashion posing`
+
+**VOCABULARY WARNINGS:** Avoid "documentary," "journalistic," "casual" - emphasize "sophisticated," "luxurious," "elegant," "fashion-forward."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Magazine Cover):**
+
+- Vertical emphasis with fashion subject dominance ≥75%
+- Magazine hierarchy: sophisticated masthead, fashion photography, elegant cover lines
+- Luxury presentation optimization with sophisticated visual hierarchy
+
+**ERA-SPECIFIC COMPOSITION:**
+
+**1960s Vreeland Era:**
+
+- **Background Treatment:** Studio-based or stylized environments supporting bold fashion experimentation
+- **Pose Integration:** Dynamic, spirited positioning reflecting youth culture energy and fashion innovation
+- **Color Dominance:** Bold, experimental backgrounds supporting psychedelic aesthetic
+
+**1990s+ Wintour Era:**
+
+- **Background Treatment:** Real-world city streets or authentic environments reflecting "street style" aesthetic
+- **Pose Integration:** Approachable spontaneity with natural, authentic moments captured mid-movement
+- **Environmental Context:** Sophisticated urban settings supporting accessible luxury narrative
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Era-appropriate magazine paper with authentic printing characteristics
+- **Fashion Integration Anchor:** Complete styling supporting luxury fashion narrative
+- **Production Context Anchor:** Period-specific printing covering entire canvas with characteristic finish
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 fashion magazine format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** Allow sophisticated fashion magazine text integration.
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - FONT AUTHENTICATION):**
+
+- **"ROGUE" Logo Authority:** Five letters using **EXACT Didot letterforms** with high-contrast serif characteristics
+- **Character Specifications:** Sharp, elegant serif with dramatic thick/thin stroke contrast, sophisticated vertical stress, fashion authority weight
+- **Critical Requirement:** Must match Vogue's sophisticated typography - NO casual, chunky, or sans-serif alternatives permitted
+- **Position Authority:** Top-center placement maintaining Vogue's authoritative brand positioning with elegant hierarchy
+- **Color Requirements:** Era-appropriate masthead color coordinated with cover design
+- **Tagline Integration:** "Fashion for People Who Own Mirrors" in smaller elegant serif typeface below masthead
+
+**ERA-SPECIFIC TYPOGRAPHY:**
+
+**1960s Vreeland Era:**
+
+- **Cover Line Approach:** MAXIMUM 2 total cover lines allowing bold fashion photography to dominate
+- **Typography Style:** Clean, minimal fonts supporting experimental aesthetic without competing with visual impact
+- **Satirical Constraint:** Headlines must mock fashion industry conventions through absurd scenarios while maintaining sophisticated presentation
+- **Text Philosophy:** Visual power of photograph showing subject experiencing impossible fashion situation dominates with absolute minimal textual interference
+
+**1990s+ Wintour Era:**
+
+- **Cover Line Strategy:** MAXIMUM 4 strategically placed cover lines using sophisticated typography hierarchy
+- **Typography Hierarchy:** Structured approach with Didot masthead as anchor and strategic supporting satirical text
+- **Satirical Constraint:** Headlines must parody fashion democratization and accessibility through impossible scenarios
+- **Text Philosophy:** Witty and satirical tone mocking fashion industry while maintaining sophisticated visual restraint
+
+**DYNAMIC FASHION HEADLINE GENERATION (Scenario-Responsive):**
+
+**Fashion Scenario Templates for Subject Regeneration:**
+
+```yaml
+trend_absurdity:
+  headline: "[Fashion Authority] Discovers [Clothing Item] Actually [Practical Function]"
+  subject_requirements: shocked expression, examining garment, fashion authority posture
+  styling_notes: high-fashion presentation with ironic practical element
+
+wardrobe_malfunction_prevention:
+  headline: "Local [Fashion Role] Successfully [Basic Fashion Task], [Fashion World] Celebrates"
+  subject_requirements: triumphant expression, demonstrating successful coordination, confident pose
+  styling_notes: perfectly coordinated outfit showcasing the "achievement"
+
+designer_honesty:
+  headline: "[Designer/Brand] Admits [Fashion Truth] About [Luxury Item]"
+  subject_requirements: conspiratorial expression, luxury item prominently featured, insider knowledge pose
+  styling_notes: high-end fashion piece with documentary-style presentation
+
+fashion_reality_check:
+  headline: "[Fashion Professional] Caught [Normal Human Activity], Industry [Reaction]"
+  subject_requirements: candid natural behavior, fashion styling maintained, humanizing moment
+  styling_notes: luxury fashion in real-world context
+
+seasonal_rebellion:
+  headline: "[Fashion Element] Refuses to [Seasonal Expectation], [Fashion Authority] Responds"
+  subject_requirements: defiant expression, weather-inappropriate styling, fashion rule-breaking pose
+  styling_notes: deliberately contrarian fashion choices with authority
+
+accessibility_revolution:
+  headline: "[Luxury Brand] Announces [Clothing Item] Now Available in [Practical Feature]"
+  subject_requirements: relieved expression, demonstrating practical feature, approachable pose
+  styling_notes: luxury fashion with unexpected practical elements
+
+color_coordination_crisis:
+  headline: "[Fashion Expert] Declares [Color Combination] [Unexpected Verdict]"
+  subject_requirements: authoritative expression, color analysis gesture, expert styling
+  styling_notes: specific color combination prominently featured in styling
+
+fashion_week_reality:
+  headline: "[Fashion Event] Models Accidentally [Normal Behavior] During Show"
+  subject_requirements: surprised candid expression, fashion pose interrupted, runway styling
+  styling_notes: high-fashion runway look with humanizing element
+
+luxury_logic:
+  headline: "[Price Point] [Item] Revealed to Actually [Logical Function]"
+  subject_requirements: explaining expression, cost-benefit analysis pose, luxury item showcase
+  styling_notes: expensive fashion piece with practical demonstration
+
+style_breakthrough:
+  headline: "[Fashion Demographic] Finally Solves [Universal Styling Problem]"
+  subject_requirements: eureka expression, solution demonstration, accomplished pose
+  styling_notes: styling showcasing the breakthrough solution
+```
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with era-appropriate printing characteristics and registration quality matching declared time period.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 2:3 ratio + IP Safeguard + era selection + "ROGUE" masthead + fashion authenticity
+- **Section 2:** Magazine cover recomposition + fashion styling allocation + era-appropriate backgrounds
+- **Section 3:** Era-specific influences + period printing methods + fashion photography traditions
+- **Section 4:** Era-specific technical anchors + printing characteristics + fashion styling requirements
+- **Section 5:** Period-appropriate fashion + luxury styling + high-fashion wardrobe matrix
+- **Section 6:** Fashion-specific constraints + era printing characteristics + luxury presentation requirements
+- **Section 7:** Fashion magazine composition + era-appropriate backgrounds + sophisticated visual hierarchy
+- **Section 8:** "ROGUE" masthead + Didot typography + era-specific cover line approaches + fashion parody integration
+- **Material authenticity:** Era-specific printing characteristics with authentic surface finishes
+- **Production authenticity:** Period printing methods with characteristic limitations and quality standards
+- **Fashion integrity:** High-fashion approach prioritizing luxury styling and sophisticated presentation
+- **Parody protection:** Original fashion content avoiding copyrighted Vogue elements while capturing essence
+
+------
diff --git a/styles/magazine_parodies/rolling_scone_magazine_parody.md b/styles/magazine_parodies/rolling_scone_magazine_parody.md
new file mode 100644
index 0000000..746b43f
--- /dev/null
+++ b/styles/magazine_parodies/rolling_scone_magazine_parody.md
@@ -0,0 +1,300 @@
+---
+id: rolling_scone_magazine_parody
+group: "Magazine Parodies"
+movement: "Music Magazine Parody"
+artist: "Rolling Scone Editorial"
+display_name: "Rolling Scone — Rock Satire"
+style_scope: "movement"
+hero_image: null
+ratios: ["4:5", "2:3"]
+ratios_status: "provisional"
+ratios_notes: "Rolling Stone's tabloid trim is close to 4:5; fold-out satires stretch to 2:3 concert panoramas."
+modes: ["Cover Feature", "Tour Spoof"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "Stage parody rock icons with hand-lettered headline scrolls and textured backgrounds."
+  identity_priority: ["pose", "lettering", "texture"]
+about: >
+  Rolling Scone riffs on Rolling Stone's rock photography, psychedelic type, and counterculture attitude.
+  This card maintains the sepia-grain portraiture and cheeky headlines while profiling invented legends.
+---
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic Rolling Stone Magazine parody covers using "Rolling Scone" as the IP-safe masthead, enforcing 1970s-1980s rock portrait authenticity with Annie Leibovitz-inspired photography and baking humor integration.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Rock icon transformation via theatrical staging and intimate portraiture rather than documentary realism.
+- **Technical Measurement Authority:** Quantitative specifications ("silver-halide grain structure", "offset lithography newsprint") override descriptive language.
+- **Process-Over-Result Priority:** 1970s film photography and offset printing methods supersede modern digital perfection.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use 1970s-1980s offset lithography on newsprint-like paper with characteristic texture and grain.
+- **Face-Treatment Flag:** `film-grain-triX` (authentic 35mm film photography with visible grain structure)
+- **Pose Flag:** `psychological-tension` (intimate rock portraiture emphasizing character revelation)
+- **Canvas Control Flag:** `strict-reframe` (optimize for magazine cover format)
+- **Font Authentication Authority:** "ROLLING SCONE" masthead must use psychedelic ornate letterforms (Rick Griffin style) - NO modern fonts permitted
+- **Rock Photography Mandate:** Intimate rock portraiture with theatrical staging filling entire canvas
+- **Baking Parody Authority:** Rock scenarios must incorporate satirical baking elements through props, poses, and headlines
+- **Subject Regeneration Authority:** Subject's styling, pose, and rock presentation must be completely regenerated to authentically portray rock-baking crossover scenarios
+- **Rock-Baking Integration Mandate:** Subject's styling, pose, and expression must reflect genuine experience of impossible rock-baking situations
+- **Satirical Rock Authority:** Rock scenarios generated contextually with baking parody elements, with subject regenerated to embody that comedic narrative
+- **Production Method Authority:** Offset lithography on newsprint-texture paper with visible film grain are REQUIRED
+- **Integrated Design Philosophy:** All elements (rock styling, baking props, typography) must work as unified rock parody concept
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Allow rock magazine text integration with baking humor.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "ROLLING SCONE" only.
+- **Material authenticity:** 1970s-1980s film photography characteristics with authentic newsprint printing texture.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (magazine cover format) - ignore source image dimensions completely.
+- **Redraw in Annie Leibovitz Rolling Stone photographic style (1970s-1980s)** for **rock magazine cover format**.
+- **Masthead:** Replace with "**ROLLING SCONE**" in Rolling Stone's distinctive psychedelic ornate letterforms.
+- **IP Safeguard Declaration:** Create original rock parody avoiding Rolling Stone copyrighted elements while capturing rock photography essence.
+- **Face-Treatment Flag:** `film-grain-triX`
+- **Pose Flag:** `psychological-tension`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Annie Leibovitz rock photography aesthetic and intimate portraiture prevail over documentary realism.
+- **Mode Selector:** Rock magazine cover parody with baking humor integration.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (magazine cover format / Rolling Stone standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Complete rock photography coverage with intimate staging and baking prop integration
+- **Spatial Allocation:** Subject dominance ≥75% with rock styling and baking element showcase
+- **Background Treatment:** Environmental rock contexts (studio, backstage, performance spaces) with baking element integration
+- **Format Justification:** Portrait format maximizes rock star impact and intimate character revelation
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**ANNIE LEIBOVITZ ROLLING STONE INFLUENCES:**
+
+- **Influences:** Annie Leibovitz's 1970s-1980s Rolling Stone photography, documentary/theatrical staging fusion, Robert Frank photojournalism, Richard Avedon portraiture mentorship
+- **Medium/Production method:** 35mm film photography (Canon AE-1) reproduced via offset lithography on newsprint-texture paper stock
+- **Thematic purpose:** Creating satirical rock parody through impossible rock-baking crossover scenarios while maintaining intimate portrait authenticity
+- **Hallmark motifs:** Intimate rock portraiture, theatrical staging, vulnerable character revelation, "in-between moments," conceptual narrative construction, rock mythology elevation
+- **Period framing:** 1970s-1980s Rolling Stone era with authentic film photography and offset printing methods
+- **Tone Tag:** Intimate, theatrical, character-revealing with satirical rock-baking crossover elements
+- **Production Era Authenticity:** Offset lithography with visible film grain, newsprint texture, and period-appropriate color limitations
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**ANNIE LEIBOVITZ TECHNICAL ANCHORS:**
+
+**FILM PHOTOGRAPHY REQUIREMENTS:**
+
+- **Silver-Halide Grain Mandate:** VISIBLE film grain structure characteristic of 1970s 35mm photography (Canon AE-1 with Tri-X film)
+- **Grain Size Specifications:** Black-and-white: 0.2-2.0 microns visible clumping pattern; Color: 10-25 microns dye-cloud clusters
+- **Newsprint Surface Authority:** Offset lithography on newsprint-texture paper with non-glossy, slightly absorbent finish
+- **Dramatic Lighting Specification:** High-contrast lighting inspired by Renaissance portraiture, subject-focused with environmental isolation
+- **Environmental Integration:** Subject placed in rock contexts (backstage, studio, performance) but isolated through lighting and depth of field
+- **Intimate Scale Authority:** Close portrait framing emphasizing facial expression and character revelation over action
+
+**LEIBOVITZ COMPOSITIONAL REQUIREMENTS:**
+
+- **Subject Dominance:** ≥75% canvas occupation focusing on rock star character and expression
+- **Theatrical Staging:** Deliberate pose construction revealing subject's persona while incorporating baking elements
+- **"In-Between" Moments:** Capture moments before/after peak action, emphasizing vulnerability and authenticity
+- **Conceptual Narrative:** Each image tells story about subject's character through baking-rock crossover scenario
+
+**UNIVERSAL TECHNICAL REQUIREMENTS:**
+
+- **Paper Texture Anchor:** Newsprint-like substrate with characteristic absorption and texture
+- **Color Registration:** Period-appropriate offset printing with slight registration variations
+- **Surface Imperfection Authority:** Include 1970s printing artifacts and paper texture visibility
+- **Detail Hierarchy Anchor:** Sharp focus on subject character with theatrical staging elements
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**ROCK-BAKING CROSSOVER STYLING:**
+
+**PRIMARY ROCK ELEMENTS:**
+
+- **Rock Attire Foundation:** Leather jackets, ripped jeans, vintage band tees, rock accessories (chains, rings, boots)
+- **Hair/Makeup:** Authentic rock styling appropriate to 1970s-1980s era with natural texture and period authenticity
+- **Rock Authenticity:** Must maintain credible rock star appearance and attitude
+
+**BAKING ELEMENT INTEGRATION:**
+
+- **Satirical Baking Props:** Aprons over leather jackets, oven mitts as accessories, chef hats combined with rock styling
+- **Baking Tool Props:** Mixing bowls, whisks, flour bags, baking sheets integrated into rock environment
+- **Kitchen-Studio Fusion:** Professional baking equipment in backstage/studio rock environments
+
+**STYLING PHILOSOPHY:**
+
+- **Credible Rock Foundation:** Subject must look like authentic rock star first
+- **Satirical Baking Overlay:** Baking elements added as humorous but integrated styling choices
+- **Environmental Integration:** Baking props feel natural within rock context through creative staging
+
+**YAML ROCK-BAKING PROPS:**
+
+```yaml
+rock_baking_crossover:
+  clothing_combinations: [leather_jacket_apron, ripped_jeans_chef_hat, vintage_tee_oven_mitts, rock_boots_flour_dusting]
+  prop_combinations: [guitar_mixing_bowl, microphone_whisk, drumsticks_rolling_pin, amp_oven]
+  environmental_fusion: [recording_studio_kitchen, backstage_bakery, concert_stage_baking, tour_bus_pastry_shop]
+```
+
+**COHERENCE FILTER:** All elements support credible rock star identity with satirical baking integration; fallback = authentic rock styling with minimal baking accent.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `modern digital photography`, `HDR effects`, `pixel-perfect clarity`, `digital filters`
+- `fashion magazine aesthetics`, `commercial glamour photography`, `polished artificiality`
+- `conventional celebrity portraiture`, `peak action moments`, `obvious staged poses`
+- `serious baking contexts`, `professional kitchen environments`, `non-rock integration`
+- `modern offset printing perfection`, `glossy paper surfaces`, `invisible grain structure`
+- `psychedelic fonts for masthead`, `hand-drawn ornate letterforms`, `Rick Griffin style typography`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 2:3 magazine cover ratio`, `recomposed for rock magazine presentation`
+- `authentic 1970s-1980s film grain structure with visible silver-halide characteristics`
+- `intimate rock portraiture emphasizing character revelation and vulnerability`
+- `Rick Griffin psychedelic masthead letterforms with ornate hand-drawn characteristics`
+- `newsprint-texture offset lithography with period printing characteristics`
+- `complete rock-baking styling regeneration supporting satirical crossover scenarios`
+- `theatrical staging revealing subject character through impossible rock-baking situations`
+- `satirical headlines combining rock culture with baking humor through contextual generation`
+
+**VOCABULARY WARNINGS:** Avoid "polished," "commercial," "glamorous" - emphasize "intimate," "theatrical," "character-revealing," "vulnerable."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Magazine Cover):**
+
+- Vertical emphasis with rock subject dominance ≥75%
+- Magazine hierarchy: ornate masthead, intimate photography, minimal cover lines
+- Rock authenticity optimization with character revelation and satirical integration
+
+**LEIBOVITZ-SPECIFIC COMPOSITION:**
+
+- **Background Treatment:** Environmental rock contexts (recording studios, backstage areas, performance spaces) with integrated baking elements
+- **Pose Integration:** Theatrical staging revealing character through rock-baking crossover scenarios
+- **Lighting Dominance:** Dramatic, high-contrast lighting isolating subject from background while highlighting baking props
+- **Intimate Scale:** Close portrait approach emphasizing facial expression and character revelation
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Newsprint-texture magazine paper with authentic 1970s-1980s printing characteristics
+- **Rock Integration Anchor:** Complete styling supporting intimate rock portraiture with baking humor overlay
+- **Production Context Anchor:** Offset lithography printing covering entire canvas with characteristic texture
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 rock magazine format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** Allow rock magazine text integration with baking humor.
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - FONT AUTHENTICATION):**
+
+- **"ROLLING SCONE" Logo Authority:** Ornate psychedelic letterforms matching Rick Griffin's hand-drawn aesthetic for original Rolling Stone
+- **Character Specifications:** Decorative, gothic-influenced, Art Nouveau revival characteristics with psychedelic complexity
+- **Position Authority:** Top placement maintaining Rolling Stone's authoritative brand positioning
+- **Color Requirements:** Traditional Rolling Stone red and white color scheme
+- **Tagline Integration:** "Rock. Roll. Bake." in smaller complementary typeface
+
+**COVER LINE STRATEGY:**
+
+- **Maximum Cover Lines:** 3-4 total supporting intimate photography dominance
+- **Typography Hierarchy:** Simple, bold fonts contrasting with ornate masthead (photocomposition style)
+- **Satirical Integration:** Headlines must combine rock culture authenticity with baking humor
+
+**ROCK-BAKING HEADLINE GENERATION (Scenario-Responsive):**
+
+```yaml
+rock_baking_scenarios:
+  band_kitchen_fusion:
+    headline: "[Rock Star] Discovers [Baking Process] More Intense Than [Rock Activity]"
+    subject_requirements: exhausted rock expression, baking process mid-action, intimate staging
+    styling_notes: rock attire with flour dusting, authentic fatigue
+
+  tour_baking_crisis:
+    headline: "[Band] Tour Bus Transformed Into [Baking Operation], [Rock Consequence]"
+    subject_requirements: tour environment adaptation, baking equipment integration, rock authenticity
+    styling_notes: travel-worn rock styling with mobile baking setup
+
+  recording_studio_kitchen:
+    headline: "[Artist] Records Album While [Baking Item], Studio [Baking Result]"
+    subject_requirements: creative process concentration, dual-task management, artistic intensity
+    styling_notes: studio environment with integrated baking workspace
+
+  groupie_baker_crossover:
+    headline: "[Rock Culture] Meets [Baking Culture], [Unexpected Harmony]"
+    subject_requirements: cultural bridge expression, community integration, authentic belonging
+    styling_notes: rock-baker hybrid identity with credible dual-culture belonging
+
+  backstage_bread:
+    headline: "[Pre/Post Performance] Ritual Now Includes [Baking Process]"
+    subject_requirements: performance preparation/recovery state, ritual significance, intimate vulnerability
+    styling_notes: backstage authentic state with baking ritual integration
+
+  album_recipe_confusion:
+    headline: "[Rock Album] Accidentally Contains [Baking Instructions], Fans [Response]"
+    subject_requirements: artistic confusion expression, creative process mishap, documentation authenticity
+    styling_notes: creative workspace with confused recipe-lyric mixing
+
+  sound_equipment_kitchen:
+    headline: "[Music Equipment] Repurposed for [Baking Function], [Sound/Taste Result]"
+    subject_requirements: innovation expression, equipment experimentation, creative problem-solving
+    styling_notes: modified equipment demonstration with rock-baking fusion functionality
+```
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with 1970s offset lithography characteristics and newsprint printing quality with authentic period imperfections.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 2:3 ratio + IP Safeguard + "ROLLING SCONE" masthead + rock photography authenticity
+- **Section 2:** Magazine cover recomposition + rock-baking spatial allocation + environmental integration
+- **Section 3:** Annie Leibovitz influences + offset printing methods + intimate rock portraiture traditions
+- **Section 4:** Film grain technical anchors + newsprint characteristics + theatrical staging requirements
+- **Section 5:** Rock-baking crossover styling + authentic rock foundation + satirical baking integration
+- **Section 6:** Rock-specific constraints + period printing characteristics + intimate portraiture requirements
+- **Section 7:** Rock magazine composition + environmental rock contexts + theatrical staging integration
+- **Section 8:** "ROLLING SCONE" masthead + psychedelic typography + rock-baking scenario headlines + offset printing integration
+- **Material authenticity:** 1970s-1980s film grain characteristics with authentic newsprint texture
+- **Production authenticity:** Period offset printing with characteristic limitations and newsprint quality
+- **Rock integrity:** Intimate rock portraiture prioritizing character revelation and theatrical authenticity
+- **Parody protection:** Original rock-baking content avoiding copyrighted Rolling Stone elements while capturing essence
+
+------
diff --git a/styles/magazine_parodies/the_new_porker_magazine_parody.md b/styles/magazine_parodies/the_new_porker_magazine_parody.md
new file mode 100644
index 0000000..b1226f8
--- /dev/null
+++ b/styles/magazine_parodies/the_new_porker_magazine_parody.md
@@ -0,0 +1,288 @@
+---
+id: the_new_porker_magazine_parody
+group: "Magazine Parodies"
+movement: "New Yorker Parody"
+artist: "The New Porker Cartel"
+display_name: "The New Porker — Cartoon Chic"
+style_scope: "movement"
+hero_image: null
+ratios: ["4:5"]
+ratios_status: "provisional"
+ratios_notes: "The New Yorker's trim is a tall 4:5, perfect for witty illustrated satires."
+modes: ["Cover Cartoon", "Spot Illustration"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "Float a deadpan cartoon above the condensed masthead with seasonal color accents."
+  identity_priority: ["concept", "gesture", "palette"]
+about: >
+  The New Porker mimics The New Yorker's spare cartoons, literary wit, and elegant masthead while torching city foibles.
+  We keep the whisper palette and urbane humor as we caricature new absurdities.
+---
+
+**Version:** 4.2
+ **Purpose:** A comprehensive framework for creating authentic New Yorker parody covers using "The New Porker" as the IP-safe masthead, enforcing sophisticated urban illustration authenticity with period-appropriate production methods and food-themed satirical content.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Sophisticated urban illustration with witty visual commentary over commercial photography.
+- **Technical Measurement Authority:** Quantitative specifications ("150 LPI halftone", "watercolor wash coverage") override descriptive language.
+- **Process-Over-Result Priority:** Authentic illustration techniques supersede digital appearance descriptions.
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+- **Period Production Authenticity:** Use era-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+- **Face-Treatment Flag:** `painterly-contour` (sophisticated illustration with period-appropriate rendering)
+- **Pose Flag:** `candid-motion` (urbane social observation with natural human staging)
+- **Canvas Control Flag:** `strict-reframe` (optimize for magazine cover format)
+- **Masthead Authority:** "THE NEW PORKER" masthead ONLY - explicitly prohibit "THE NEW YORKER" text - must use serif letterforms matching New Yorker classical style but with parody name only
+- **Illustration Mandate:** Traditional pen, ink, and watercolor techniques with sophisticated urban sensibility, not photography
+- **Subject Regeneration Authority:** Subject's appearance, expression, and food interaction must be completely regenerated to authentically portray the specific culinary-social scenario described in the satirical premise
+- **Food-Social Integration Mandate:** Subject's actions, social context, and cultural staging must authentically demonstrate someone actively engaged with or experiencing the food scenario - not posing with static food props
+- **Dynamic Satirical Authority:** Headlines generated contextually based on desired food-culture juxtaposition, with subject regenerated to match that narrative
+- **Urbane Tone Authority:** Sophisticated, witty commentary with gentle satirical edge and intellectual food humor
+- **Cultural Context Authority:** New York intellectual/cultural settings essential for satirical storytelling
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes - satirical headlines essential for food commentary.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; parody masthead "THE NEW PORKER" only.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic period illustration characteristics with traditional media texture.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (magazine cover format) - ignore source image dimensions completely.
+- Restage as **New Yorker sophisticated urban illustration style (1925-present)** for **magazine cover format**.
+- **Masthead:** Replace with "**THE NEW PORKER**" in New Yorker's distinctive serif letters.
+- **IP Safeguard Declaration:** Create original sophisticated illustration avoiding New Yorker copyrighted elements while capturing urbane satirical essence.
+- **Face-Treatment Flag:** `painterly-contour`
+- **Pose Flag:** `candid-motion`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** New Yorker's sophisticated illustration and cultural commentary tradition prevail over commercial photography conventions.
+- **Mode Selector:** Magazine cover parody with urbane satirical authenticity.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (magazine cover format / New Yorker standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Sophisticated illustration with cultural context and food-themed satirical staging
+- **Spatial Allocation:** Single-scene focus with sophisticated environmental storytelling
+- **Background Treatment:** New York cultural environments supporting food-meets-sophistication narrative
+- **Format Justification:** 2:3 format optimizes newsstand display and sophisticated cultural commentary window
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** New Yorker covers (1925-present), Peter Arno urbane cartooning, Mary Petty social satire, Barry Blitt contemporary wit, Malika Favre minimalist sophistication, sophisticated urban illustration tradition.
+- **Medium/Production method:** Traditional pen, ink, and watercolor illustration techniques reproduced via offset lithography on high-quality coated magazine paper.
+- **Thematic purpose:** Sophisticated cultural commentary through witty food-themed visual storytelling with urbane satirical edge and intellectual humor.
+- **Hallmark motifs:** Food-meets-culture scenarios, sophisticated dining situations, culinary social commentary, urbane food absurdities, intellectual gastronomic satire.
+- **Period framing:** New Yorker illustration tradition spanning 1925-present with authentic magazine production methods.
+- **Tone Tag:** Sophisticated, witty, culturally aware with emphasis on food-culture intersection and gentle satirical edge.
+- **Production Era Authenticity:** Offset lithography with visible texture patterns, period-appropriate color characteristics, and era-specific registration quality.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**TECHNICAL EXECUTION ANCHORS (Critical - REQUIRED):**
+
+- **Illustration Authenticity Specification:** Traditional pen and ink line work with watercolor wash application - visible brush texture and organic line variation
+- **Cultural Sophistication Authority:** Urbane visual sensibility reflecting New Yorker's intellectual audience and cultural commentary tradition
+- **Food Integration Mandate:** Culinary elements authentically incorporated into sophisticated social scenarios with visual wit
+- **Period Technique Consistency:** Illustration methods appropriate to declared era (1925 traditional through contemporary vector) with authentic tool characteristics
+- **Paper Texture Specification:** High-quality coated magazine stock appearance with period-appropriate printing characteristics
+- **Line Quality Authority:** Confident, expressive penwork with organic variation - avoid digital vector perfection or hesitant sketchy lines
+- **Color Application Method:** Watercolor wash technique or contemporary flat color fields depending on declared style period
+- **Satirical Clarity Mandate:** Visual composition optimized for immediate comprehension of food-culture juxtaposition
+
+**POSE ANCHORS:**
+
+- Head positioning: Natural social angles within sophisticated cultural context
+- Eye contact: Urbane engagement appropriate to satirical commentary moment
+- Gesture economy: Sophisticated, meaningful movements supporting food-culture narrative
+- Environmental integration: Subject placement supporting New York cultural documentation with culinary elements
+
+**PERIOD CONSISTENCY ANCHOR:** All elements historically coherent with declared New Yorker era and authentic magazine production methods.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**WARDROBE TRACKS:**
+
+- **Sophisticated urban styling:** Period-appropriate New York intellectual/cultural attire reflecting magazine's target audience with authentic construction methods
+- **Fabric behavior:** High-quality materials with sophisticated drape appropriate to urbane cultural context
+- **Accessory caps:** Minimalist 0-2 accessories supporting sophisticated authenticity (cultural markers, dining accessories)
+- **Color palette:** Period-appropriate sophisticated colors reflecting magazine's aesthetic and cultural authority
+
+**WARDROBE VARIATION:** Cycle through period-appropriate sophisticated attire avoiding identical repetition between iterations.
+
+**PROPS:** 1 hero food-related prop maximum, culturally and sophisticatedly authentic to New York context.
+
+**YAML PROP POOLS:**
+
+```yaml
+sophisticated_food_props:
+  dining_culture: [wine_glass, cocktail, fine_china, silverware, menu]
+  culinary_tools: [chef_knife, whisk, rolling_pin, cheese_board, cookbook]
+  food_items: [artisanal_bread, exotic_cheese, oyster, truffle, caviar]
+  cultural_markers: [restaurant_review, food_magazine, cookbook, wine_list]
+```
+
+**COHERENCE FILTER:** All elements support sophisticated urban cultural authenticity with food-themed satirical purpose; fallback = clean cultural scene.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (≥2):**
+
+- `original aspect ratio`, `source dimensions`, `unmodified framing`
+- `"THE NEW YORKER" masthead`, `original magazine name`, `non-parody masthead text`
+- `photographic realism`, `commercial food photography`, `advertising aesthetics`, `product placement`
+- `disconnected food props`, `static food displays`, `food as background decoration`
+- `lowbrow humor`, `slapstick comedy`, `crude visual jokes`, `commercial illustration style`
+- `modern digital perfection`, `vector smoothness without organic variation`, `Instagram filter effects`
+- `fast food aesthetics`, `commercial kitchen settings`, `restaurant marketing imagery`
+- `heavy-handed satirical messaging`, `obvious visual puns`, `cartoonish exaggeration`
+
+**CANVAS POSITIVES (≥2):**
+
+- `exactly 2:3 magazine cover ratio`, `recomposed for sophisticated newsstand format`
+- `traditional illustration techniques with authentic pen and ink characteristics`
+- `sophisticated urban cultural context with New York intellectual authenticity`
+- `witty food-culture juxtaposition with urbane satirical edge and intelligent humor`
+- `period-appropriate offset lithography texture with authentic coated paper stock characteristics`
+- `sophisticated visual composition supporting immediate comprehension of cultural commentary`
+- `serif THE NEW PORKER masthead with consistent proportions matching New Yorker letterforms`
+
+**VOCABULARY WARNINGS:** Avoid "obvious," "crude," "commercial," "advertising" - emphasize sophisticated, witty, urbane, and culturally aware content.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Magazine Cover):**
+
+- Vertical emphasis with sophisticated single-scene focus
+- Magazine hierarchy: masthead, main illustration, sophisticated satirical context
+- Newsstand impact optimization with immediate cultural recognition
+
+**SOPHISTICATED ILLUSTRATION COMPOSITION:**
+
+- **Perspective regime:** Urbane social observation with sophisticated illustration authenticity
+- **Scene focus:** Single sophisticated scenario supporting food-culture satirical narrative
+- **Environmental storytelling:** New York cultural backgrounds providing crucial sophisticated context
+- **Visual wit capture:** Intelligent, understated moments reflecting New Yorker satirical tradition
+- **Cultural authenticity:** Complete scene authenticity with no breaking of sophisticated staging
+
+**REQUIRED ANCHORS:**
+
+- **Cultural Context Anchor:** New York intellectual environments supporting sophisticated food commentary
+- **Satirical Documentation Anchor:** Authentic urban cultural settings supporting witty food-culture narrative
+- **Production Context Anchor:** Offset lithography texture with magazine quality covering entire illustration surface
+- **Ratio Enforcement Anchor:** 2:3 proportion optimization with sophisticated magazine format conventions
+
+**BACKGROUND TREATMENT:**
+
+- New York cultural environments appropriate to sophisticated context
+- Intellectual and artistic settings supporting urbane food commentary narrative
+- Sophisticated urban locations with authentic cultural storytelling - avoid commercial or obvious settings
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** Allow text integration for magazine cover format.
+
+**RATIO-APPROPRIATE ZONES:** Layout optimized for 2:3 magazine cover with New Yorker periodical hierarchy:
+
+**MASTHEAD SPECIFICATIONS (CRITICAL - FONT AUTHENTICATION):**
+
+- **"THE NEW PORKER" Logo Authority:** Serif letterforms matching New Yorker classical style with traditional proportions
+- **Character Specifications:** Traditional serif weight, classical proportions, appropriate letter spacing maintaining New Yorker visual authority
+- **Position Authority:** Upper portion with traditional placement hierarchy
+- **Color Requirements:** Traditional dark lettering on light background as signature brand element
+- **Issue Information:** Smaller text including date, price in New Yorker format
+
+**HEADLINE SYSTEM (Sophisticated Cultural Commentary):**
+
+- **No explicit headlines:** Follow New Yorker tradition of visual storytelling without explanatory text
+- **Visual narrative clarity:** Image must communicate satirical premise without text explanation
+- **Cultural sophistication:** Wit expressed through visual composition rather than written jokes
+- **Intellectual accessibility:** Humor appropriate for sophisticated urban audience
+
+**NARRATIVE-DRIVEN SATIRICAL GENERATION (Food-Culture Commentary):**
+
+- **Scenario-First Approach:** Generate sophisticated food-culture scenario first, then create visual composition illustrating that specific cultural juxtaposition
+- **Subject Regeneration Requirement:** Completely recreate subject to authentically portray someone experiencing the generated food-culture scenario within appropriate sophisticated context
+- **Cultural Integration:** Include authentic New York intellectual settings, sophisticated contexts, and urbane elements supporting the food commentary premise
+- **Satirical Authenticity:** Subject's expression and interaction must genuinely reflect experiencing the sophisticated food-culture situation
+
+**DYNAMIC SATIRICAL GENERATION (Food-Culture Intersection):**
+
+- **Sophisticated Premise Creation:** Generate intelligent food-culture discoveries appropriate for urbane commentary
+
+- **Visual-Narrative Integration:** Regenerate subject's entire appearance to authentically portray someone in that specific sophisticated food scenario
+
+- **Cultural Coherence:** Every visual element must support and illustrate the food-culture satirical premise
+
+- **Format Examples for Cultural Regeneration:**
+
+  ```yaml
+  dining_sophistication:   premise_type: "Intellectual discovers absurd aspect of fine dining culture in sophisticated setting"  visual_requirements: "sophisticated attire, fine dining context, authentic cultural staging"  culinary_intellectualism:  premise_type: "Academic encounters impossible culinary phenomenon in scholarly environment"  visual_requirements: "intellectual context, sophisticated dress, authentic academic setting"  food_cultural_clash:  premise_type: "Sophisticated urbanite experiences absurd intersection of haute cuisine and everyday life"  visual_requirements: "urbane styling, cultural setting, authentic New York environment"  gastronomic_social_commentary:  premise_type: "Cultural elite discovers ridiculous truth about food trends in sophisticated circle"  visual_requirements: "sophisticated social setting, cultural dress, authentic intellectual environment"  culinary_artistic_discovery:  premise_type: "Artist/intellectual unearths absurd connection between food and high culture"  visual_requirements: "artistic staging, sophisticated context, authentic cultural documentation"  epicurean_urban_mystery:  premise_type: "Sophisticated New Yorker encounters impossible culinary urban phenomenon"  visual_requirements: "urbane presentation, sophisticated environment, authentic city cultural context"
+  ```
+
+**SATIRICAL GENERATION AUTHORITY:**
+
+- **NO SAMPLE SCENARIOS:** Generate entirely original sophisticated food-culture scenarios - do not reference provided examples
+- **Sophistication-First Process:** Create intelligent food-culture premise first, then craft visual composition describing that specific sophisticated situation
+- **Subject Regeneration Mandate:** Completely recreate subject to authentically experience the generated sophisticated scenario with appropriate expression, cultural staging, and environmental props
+
+**VISUAL-CULTURAL INTEGRATION RULES:**
+
+- **Complete Subject Recreation:** No generic portraits - every element regenerated to serve sophisticated satirical narrative
+- **Cultural Authenticity:** Subject genuinely experiencing the food-culture situation with appropriate sophisticated staging and settings
+- **Urbane Storytelling:** Environmental and cultural elements supporting authentic New Yorker sophisticated commentary tradition
+- **Intellectual Credibility:** Present food-culture scenarios with sophisticated observational wit and cultural awareness
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period-appropriate offset lithography limitations and registration quality with characteristic magazine publishing standards.
+
+------
+
+## Enhanced Validation Checklist
+
+- **Section 1:** Canvas Override + 2:3 ratio + IP Safeguard + "THE NEW PORKER" masthead + sophisticated illustration authenticity
+- **Section 2:** Magazine cover recomposition + sophisticated spatial allocation + cultural commentary context
+- **Section 3:** New Yorker influences + offset lithography production + sophisticated urban illustration tradition
+- **Section 4:** ≥8 technical anchors + illustration authenticity + cultural sophistication + period technique consistency
+- **Section 5:** Sophisticated wardrobe + cultural props + urbane authenticity + period accuracy
+- **Section 6:** Period-specific constraints + authentic illustration characteristics + anti-commercial elements + sophisticated integrity
+- **Section 7:** 2:3 magazine composition + sophisticated illustration framing + authentic cultural environments + cultural context enforcement
+- **Section 8:** "THE NEW PORKER" masthead + visual storytelling + sophisticated cultural commentary + offset printing integration
+- **Material authenticity:** Authentic illustration characteristics with measurable traditional media texture and period-appropriate techniques
+- **Production authenticity:** Era-appropriate printing methods with characteristic limitations and period accuracy
+- **Satirical integrity:** Sophisticated illustration prioritizing authentic cultural documentation and intelligent food commentary
+- **Parody protection:** Original content avoiding copyrighted New Yorker elements while capturing urbane sophisticated essence
+
+------
diff --git a/styles/manga/ai_yazawa_fashion_illustration.md b/styles/manga/ai_yazawa_fashion_illustration.md
new file mode 100644
index 0000000..33ba962
--- /dev/null
+++ b/styles/manga/ai_yazawa_fashion_illustration.md
@@ -0,0 +1,287 @@
+---
+id: ai_yazawa_fashion_illustration
+group: "Manga"
+movement: "Fashion Narrative Illustration"
+artist: "Ai Yazawa"
+display_name: "Ai Yazawa - Fashion Illustration Drama"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3", "3:4", "4:5"]
+ratios_status: "provisional"
+ratios_notes: "2:3 mirrors editorial plates, 3:4 supports runway silhouettes, 4:5 evokes magazine covers."
+modes: ["Color Fashion", "Monochrome Fashion"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: false
+about: >
+  Ai Yazawa sketches fashion idols with elongated necks, watercolor washes, and anti-anime restraint.
+  This card insists on that editorial sophistication while exploring new wardrobe stories.
+---
+
+# Ai  Yazawa
+
+**Version:** 4.3
+ **Style Authority:** Fashion Illustration with Narrative Context
+ **Medium:** Watercolor-style figure drawing with sophisticated character portrayal
+ **Evidence Base:** Visual analysis of Ai Yazawa's fashion illustration work
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression in fashion illustration language.
+- **Technical Measurement Authority:** Geometric specifications override descriptive language.
+- **Anti-Anime Authority:** Explicit prohibition of anime/manga conventions - this is fashion illustration, NOT anime.
+- **Face-Treatment Flag:** `watercolor-fashion-illustration`, `realistic-proportioned`, `sophisticated-modeling`
+- **Gender Expression Authority:** Respect presented gender with fashion illustration sophistication.
+- **Fashion Primacy:** Clothing and styling as character expression through diverse aesthetic categories.
+- **Material authenticity:** Watercolor simulation with organic color blending.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral.
+- **Composition boundaries:** No frames outside canvas; fashion figure illustration focus.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[ratio]** - ignore source image dimensions completely.
+- Redraw in **Ai Yazawa fashion illustration style** for **sophisticated figure portrayal**.
+- Identity via silhouette/gesture/expression in fashion illustration language, NOT anime conventions.
+- **IP Safeguard Declaration:** Original figure design avoiding anime/manga elements while maintaining Yazawa's fashion sophistication.
+- **Face-Treatment Flag:** `watercolor-fashion-illustration`
+- **Pose Flag:** `natural-elegant-stance`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Fashion illustration sophistication supersedes anime/manga conventions.
+- **Mode Selector:** fashion figure illustration
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+**PORTRAIT FORMATS:**
+
+- `2:3` (fashion illustration standard)
+- `3:4` (figure portrait focus)
+- `4:5` (editorial fashion aesthetic)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely for fashion illustration composition
+- **Spatial Allocation:** Subject placement central with 70% figure dominance
+- **Background Treatment:** minimal atmospheric environments supporting figure
+- **Format Justification:** ratio serves fashion illustration narrative
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Fashion illustration traditions, sophisticated figure drawing, Y2K aesthetic diversity, editorial photography
+- **Medium/Production method:** **DUAL MODE SPECIFICATION REQUIRED:**
+  - **Color Mode:** Watercolor simulation with organic color bleeding, soft gradient transitions
+  - **B&W Mode:** Traditional ink illustration with sophisticated tonal modeling
+- **Thematic purpose:** Fashion as character expression across diverse aesthetic categories
+- **Style Diversity Authority:**
+  - Sweet Lolita (frills, bows, elaborate dresses)
+  - Punk/Alternative (selective characters, not universal)
+  - Preppy/Academic (uniforms, conservative styling)
+  - Casual Contemporary (street wear, relaxed fits)
+  - Vintage/Retro (classic silhouettes, period pieces)
+  - Gothic Romance (dark romantic, Victorian influences)
+- **Subculture Integration Range:** Character-dependent selection from Yazawa's full aesthetic range
+- **Period framing:** Y2K fashion diversity (2000-2009 aesthetic era)
+- **Tone Tag:** Sophisticated elegance, fashion consciousness, refined emotional expression
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**MODE SPECIFICATION REQUIRED - CHOOSE ONE:**
+
+**COLOR MODE SPECIFICATIONS:**
+
+- **Line Quality:** Organic, hand-drawn watercolor simulation with natural line variation
+- **Color Strategy:** Watercolor bleeding effects with organic color transitions, minimum 30% feathered edges
+- **Color Application:** NO cell shading, NO flat color fills, NO digital anime rendering, NO harsh color blocks
+- **Skin Rendering:** Watercolor-like skin tones with organic gradient modeling
+- **Material Rendering:** Fabric texture through watercolor wash techniques
+
+**B&W MODE SPECIFICATIONS:**
+
+- **Line Quality:** Traditional ink illustration with sophisticated tonal modeling
+- **Contrast Strategy:** Balanced contrast with organic gradient transitions
+- **Tone Application:** Natural gradient patterns, NO harsh digital effects
+
+**UNIVERSAL ANTI-ANIME SPECIFICATIONS:**
+
+- **Facial Geometry HYPER-PRECISE:**
+  - Eye proportions: Almond-shaped eyes exactly 35% larger than photographic realistic, eye width to face width ratio exactly 1:5.2
+  - Eye shape specification: Almond width-to-height ratio exactly 2.8:1, outer corner 8 degrees upward angle, inner corner 3 degrees downward angle, single refined highlight positioned upper-left quadrant exactly 3mm diameter
+  - Nose definition: Refined bridge measuring exactly 9% face width with visible tip definition, nostril indication 2mm width each
+  - Mouth modeling: Sophisticated lip definition with upper lip exactly 1.3x lower lip thickness, mouth width exactly 18% face width
+  - Chin refinement: Elegantly pointed at exactly 20 degrees from vertical (feminine) / 24 degrees from vertical (masculine), creating sharp sophisticated definition
+  - Cheekbone definition: Angular prominence exactly 12mm from face plane, cheekbone angle 35 degrees from horizontal plane
+  - Jawline specification: Sharp angular definition with 15-degree angle beneath ear, visible jaw muscle definition through line work
+- **Proportional Stylization EXTREME:** Exactly 8.8 head height with neck elongation exactly 175% realistic length, fashion illustration extremes
+- **Eye Rendering Ultra-Precise:** Distinctive almond-shaped eyes with exactly 35% enlargement, outer corner upturn 8 degrees, single refined highlight exactly 3mm diameter positioned upper-left
+- **Fashion Diversity MANDATORY:** Style category must be explicitly selected from: British Punk, Gothic Lolita, Visual Kei, Alternative Street, Casual Contemporary - NO conservative/academic defaults permitted
+- **Pose Authority:** Natural elegance with editorial sophistication, graceful positioning with 20-30 degree body angle variations mandatory
+- **Stylized Watercolor Technique:** Organic color bleeding as integral part of fashion illustration stylization with visible paper texture simulation
+- **Gender Dimorphism Authority:**
+  - Feminine: Refined delicate features with exactly 20 degrees chin angle, shoulder width exactly 58% of masculine equivalent, sharp cheekbone definition 12mm prominence
+  - Masculine: Angular definition with exactly 24 degrees chin angle, broader shoulder definition with sharp jawline 15-degree angle, pronounced jaw muscle indication
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**STYLE SELECTION AUTHORITY (SINGLE CATEGORY PER CHARACTER):**
+
+- **Sweet Lolita:** Frills, bows, elaborate petticoated dresses, Victorian-inspired accessories, pastoral motifs
+- **Punk/Alternative:** Leather, chains, platform boots (selective characters only, NOT universal application)
+- **Preppy/Academic:** Uniforms, blazers, conservative styling, scholarly accessories
+- **Casual Contemporary:** Street wear, relaxed fits, everyday styling, modern accessories
+- **Vintage/Retro:** Classic silhouettes, period-appropriate pieces, vintage-inspired accessories
+- **Gothic Romance:** Dark romantic pieces, Victorian influences, dramatic accessories
+
+**FABRIC BEHAVIOR:** Realistic draping with watercolor wash indication, texture through color gradients
+
+**ACCESSORY INTEGRATION:** 2-3 pieces maximum, style-coherent selection appropriate to chosen aesthetic category
+
+**COLOR PALETTE BY TECHNIQUE:**
+
+- **Color Mode:** Watercolor simulation with organic bleeding, gentle harmonious schemes
+- **B&W Mode:** Sophisticated tonal modeling with organic gradients
+- **Style Coherence:** All elements support single chosen aesthetic category
+
+**STYLE VARIATION AUTHORITY:** Select single appropriate aesthetic category per character, avoid contradictory element mixing
+
+**PROPS YAML BY STYLE CATEGORY:**
+
+```yaml
+lolita_props:
+  - frilly_hair_accessories
+  - vintage_handbag
+preppy_props:
+  - academic_accessories
+  - conservative_jewelry
+punk_props:
+  - selective_chains_boots
+  - band_merchandise
+casual_props:
+  - everyday_accessories
+  - modern_items
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (YAZAWA-SPECIFIC ANTI-PATTERNS):**
+
+- "photorealistic portraits", "photographic accuracy", "round doll faces", "oversaturated backgrounds", "conservative clothing", "academic styling", "business professional attire", "conventional beauty standards", "symmetrical perfect features", "anime conventions", "large round eyes", "multiple highlight reflections", "cell shading", "flat color fills", "digital anime rendering", "harsh color blocks", "minimal angular definition", "soft rounded features", "gentle chin curves", "subtle cheekbones", "standard neck proportions", "conservative fashion choices", "plain clothing", "minimal accessories", "generic hairstyles", "realistic eye proportions", "conventional manga face shapes"
+
+**CANVAS POSITIVES (YAZAWA PRECISION REQUIREMENTS):**
+
+- "exactly [declared ratio]", "fashion illustration stylization", "almond-shaped eyes exactly 35% larger with 2.8:1 ratio", "outer corner 8 degrees upward inner corner 3 degrees downward", "refined nose bridge exactly 9% face width nostril 2mm each", "mouth width exactly 18% face width upper lip 1.3x lower thickness", "chin angle exactly 20 degrees feminine 24 degrees masculine from vertical", "cheekbone prominence exactly 12mm from face plane angle 35 degrees horizontal", "jawline sharp angular 15-degree angle beneath ear visible jaw muscle", "8.8 head height with exactly 175% neck elongation", "single highlight 3mm diameter upper-left quadrant", "British Punk OR Gothic Lolita OR Visual Kei OR Alternative Street styling mandatory", "shoulder width exactly 58% feminine of masculine equivalent", "organic watercolor bleeding with visible paper texture simulation", "20-30 degree body angle variations mandatory", "sharp sophisticated angular definition throughout"
+
+**GEOMETRIC CONSTRAINTS:**
+
+- Eye width to face width ratio exactly 1:5.2 with almond width-to-height ratio exactly 2.8:1
+- Eye corner angles: outer corner exactly 8 degrees upward, inner corner exactly 3 degrees downward from horizontal
+- Nose width exactly 9% face width with nostril indication exactly 2mm width each
+- Mouth width exactly 18% face width with upper lip exactly 1.3x lower lip thickness
+- Neck elongation exactly 175% realistic length for extreme fashion illustration elegance
+- Facial angles: Feminine chin exactly 20 degrees from vertical, masculine chin exactly 24 degrees from vertical
+- Cheekbone prominence exactly 12mm from face plane with 35-degree angle from horizontal plane
+- Jawline definition: sharp angular 15-degree angle beneath ear with visible jaw muscle indication
+- Shoulder width ratio: feminine exactly 58% of masculine equivalent
+- Body angle variations: mandatory 20-30 degree dynamic positioning
+- Color saturation exactly 70% muted palette with maximum 2 accent colors per composition
+- Proportional specification: exactly 8.8 head height measured precisely
+
+**CRITICAL STYLIZATION BALANCE:**
+
+- **Avoid Photorealism:** NOT realistic portraits with watercolor effects - must be stylized fashion illustration with exactly 175% neck elongation and 20-24 degree chin angles
+- **Avoid Anime Extremes:** NO round doll faces, NO oversaturated backgrounds, NO multiple highlights, NO conventional manga proportions, NO conservative/academic clothing defaults
+- **Achieve Yazawa Extremes:** Exactly 8.8 head height with 175% neck elongation, 70% muted saturation with strategic accent limitation, mandatory alternative fashion category selection
+- **Integrated Technique:** Watercolor as part of fashion illustration approach with organic bleeding and visible paper texture simulation, NOT applied filter effect
+
+**MANDATORY FASHION CATEGORY SELECTION:** Must explicitly choose ONE: British Punk, Gothic Lolita, Visual Kei, Alternative Street, Casual Contemporary - NO conservative/academic/business professional defaults permitted
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **Portrait Ratios:** Vertical emphasis optimized for fashion figure illustration, 70% figure dominance
+- **Figure Focus:** Single subject with style-appropriate aesthetic priority
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Framing Regime:** Natural elegant positioning with sophisticated emotional expression
+- **Figure:Ground:** 70% fashion figure focus, 30% supportive atmospheric environment
+- **Density:** Clean composition emphasizing fashion details and facial sophistication
+- **Lighting Logic:**
+  - **Color Mode:** Soft directional lighting with watercolor wash effects
+  - **B&W Mode:** Sophisticated tonal modeling with organic gradients
+- **Detail Hierarchy:** Facial Sophistication > Fashion Category Elements > Accessories > Environment
+- **Posing Authority:** Natural elegance combined with editorial sophistication
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:**
+  - **Color Mode:** Watercolor simulation canvas with organic color bleeding
+  - **B&W Mode:** Traditional ink illustration with sophisticated tonal range
+- **Environmental Context:** Minimal atmospheric backgrounds supporting figure, never competing
+- **Production Context:** Fashion illustration aesthetic designed for sophisticated character portrayal
+- **Ratio Enforcement:** Composition optimized for declared ratio with figure-focused layout
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY:** omit
+
+**TEXT POLICY:** No text elements - fashion figure illustration focus
+
+------
+
+## Enhanced Anti-Anime Specifications
+
+### Facial Feature Authority (GEOMETRIC CONSTRAINTS)
+
+- **Eye Geometry:** Almond-shaped maximum 25% larger than realistic proportion, single subtle highlight, eye width to face width ratio maximum 1:6
+- **Nose Integration:** Defined bridge with visible tip, NOT minimal anime indication
+- **Mouth Sophistication:** Lip modeling with volume and dimension, NOT simple line rendering
+- **Facial Structure:** Chin angle 15-20 degrees from vertical, visible cheekbone definition in 3/4 view
+
+### Color Technique Authority (WATERCOLOR SIMULATION)
+
+- **Organic Bleeding:** Color gradients minimum 30% feathered edges, NO hard boundaries
+- **Soft Transitions:** Watercolor wash effects with natural color bleeding
+- **Anti-Digital:** NO cell shading, NO flat fills, NO anime rendering techniques
+- **Traditional Simulation:** Authentic watercolor aesthetics with organic color relationships
+
+### Proportional Sophistication (FASHION ILLUSTRATION LIMITS)
+
+- **Realistic Elegance:** 8-9 head height with maximum 120% neck elongation
+- **Human Proportions:** Fashion illustration sophistication within realistic human limits
+- **NO Anime Extremes:** Explicit prohibition of fantasy proportions or extreme stylization
+- **Sophisticated Modeling:** Fashion figure drawing principles with refined bone structure
+
+------
+
+**Critical Authenticity Authority:** All elements must exhibit fashion illustration sophistication with geometric facial constraints, watercolor simulation techniques, and explicit prohibition of anime/manga conventions. Silent regeneration required if anime eye shapes, cell shading, minimal facial features, or extreme proportions override fashion illustration specifications.
diff --git a/styles/manga/akira_toriyama_dynamic_adventure.md b/styles/manga/akira_toriyama_dynamic_adventure.md
new file mode 100644
index 0000000..ceebd5c
--- /dev/null
+++ b/styles/manga/akira_toriyama_dynamic_adventure.md
@@ -0,0 +1,242 @@
+---
+id: akira_toriyama_dynamic_adventure
+group: "Manga"
+movement: "Shonen Adventure Illustration"
+artist: "Akira Toriyama"
+display_name: "Akira Toriyama - Dynamic Adventure"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["3:4"]
+ratios_status: "provisional"
+ratios_notes: "Toriyama staged Weekly Jump hero boards on 3:4 sheets; keep the portrait to retain the impact."
+modes: ["Power Portrait", "Action Splash"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: "Center the energetic lead at 70 percent height with minimal tech motifs orbiting the pose."
+  identity_priority: ["silhouette", "gesture", "pattern"]
+about: >
+  Akira Toriyama inks angular anatomy, parallel armor stripes, and watercolor pops for jump-ready heroes.
+  This card keeps that kinetic charm while avoiding Dragon Ball canon.
+---
+
+# Akira Toriyama
+
+**Version:** 4.2 (Toriyama Calibration) **Evidence Base:** 18 authenticated artworks analyzed via forensic examination **Purpose:** Generate authentic Akira Toriyama-style manga art with period-accurate technical specifications
+
+------
+
+## Renderer-Agnostic Adapter - Toriyama Calibration
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Character identity via silhouette/gesture/expression, not photographic accuracy
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** Material application methods supersede visual appearance descriptions
+- **Anti-Conventional Bias:** Authority to generate deliberately exaggerated or stylized aesthetics when authentic to Toriyama's approach
+- **Face-Treatment Flags (Toriyama-Specific):**
+  - *Primary Mode:* `toriyama-ink-watercolor`, `manga-traditional-inking`, `jump-magazine-production`
+  - *Line Quality Evolution:* `early-soft-rounded` (gag comic era), `mid-angular-sharp` (action era), `late-lean-refined` (modern era)
+  - *Eye Treatment:* `circular-neutral-mood`, `blocky-square-intense`, `large-iris-small-pupil`, `no-tear-ducts`
+  - *Anatomical Progression:* `compact-early-forms`, `buffed-musculature-mid`, `lean-macho-reduced-late`
+- **Pose Flags:** `contrapposto-action`, `power-stance-energy`, `gestural-fluid-combat`, `archetype-expression`, `trope-inversion-character`
+- **Canvas Control Flags:** `strict-reframe`, `b5-manga-proportion`, `jump-magazine-layout`
+- **Signature Pattern Authority:** Parallel horizontal lines on yellow/ochre fields mandatory for Saiyan-style elements
+- **Material Physics Authority:** Ink and watercolor over B5 recycled paper substrate specifications override aesthetic preferences
+- **Commercial Production Authenticity:** Weekly Shonen Jump deadline constraints affect detail economy and composition choices
+- **Quantifiers authoritative:** Numeric anchors are targets
+- **Text policy:** Omit all text elements for clean art piece
+- **Safety/IP:** No nudity/gore; original character designs avoiding copyrighted Dragon Ball elements
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral
+- **Gender expression:** Respect presented identity
+- **Material authenticity:** Traditional ink and watercolor techniques only; no digital filters or modern post-processing
+- **Period Production Authenticity:** 1980s-1990s Weekly Shonen Jump production methods with rotary press limitations
+- **Composition boundaries:** No frames, mastheads, or typography; clean art only
+- **Failure Mode Flags:** Avoid generic anime style, modern digital smoothing, or non-Toriyama character archetypes
+- **Silent validation:** Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait manga format) - ignore source image dimensions completely
+- Redraw in **Akira Toriyama 1990s Peak Shonen Manga Style** for **clean manga illustration**
+- Identity via silhouette/gesture/expression using Toriyama's character design principles
+- **IP Safeguard Declaration:** Create original character designs avoiding Dragon Ball copyrighted elements while maintaining authentic Toriyama aesthetic
+- Declare **Face-Treatment Flag:** `toriyama-ink-watercolor`
+- Declare **Pose Flag:** `power-stance-energy`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Toriyama's technical execution and character design philosophy supersedes source image characteristics
+- **Mode Selector:** Clean manga illustration (no text elements)
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4` (classical manga portrait format, optimized for B5 Weekly Shonen Jump proportions)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Strict recomposition for 3:4 manga portrait format
+- **Spatial Allocation:** Character dominance ≥70%, following Toriyama's character-centric composition principles
+- **Background Treatment:** Minimal backgrounds with smooth, cylindrical architectural elements if present
+- **Format Justification:** 3:4 ratio serves traditional manga reading patterns and character focus
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Walt Disney character animation, Osamu Tezuka manga foundation, Journey to the West narrative archetypes
+- **Medium/Production method:** Traditional mechanical pen and Indian ink for line art, watercolor over ink foundation, B5 recycled paper substrate
+- **Thematic purpose:** Character archetype expression through visual design, trope inversion principles
+- **3-5 hallmark motifs:**
+  1. Triangular eyebrows with outer-end hatching (mandatory)
+  2. Parallel horizontal line patterns on colored fields (Saiyan armor motif)
+  3. Two-mode eye treatment: circular (neutral) vs blocky/square (intense)
+  4. Compacted facial features with small pointy noses and large mouths
+  5. Cheek curve indication through strategic hatching
+- **Period framing:** 1990s Weekly Shonen Jump golden era, deadline-driven commercial manga production
+- **Tone Tag:** Adventure-comedy with action potential, optimistic energy
+- **Production Era Authenticity:** Rotary press printing limitations, resin plate monochrome rendering, hand-assembly binding process
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Line Quality:** Angular, sharp line weight for action scenes with 2-3mm variation in stroke thickness; aggressive line weight avoiding soft/rounded early period style
+- **Eye Construction:** Large eyes with proportionally small irises/pupils, omit tear ducts completely, implement blocky/square mode for intense expressions with 15-20% size increase over circular mode
+- **Facial Anatomy - Male Characters:** Angular jawline with pronounced definition, square to rectangular face proportions, sharp cheekbone definition with strategic hatching, prominent angular chin construction
+- **Facial Anatomy - Female Characters:** Three primary face shapes: heart-shaped (pointed delicate chin, wider forehead), oval (gentle curves throughout), or round (youthful circular proportions). Consistently soft jawlines, minimal to no harsh angular hatching on cheeks, delicate pointed or rounded chins
+- **Eye Treatment - Male Characters:** Standard eye size with blocky/square mode for intensity, circular mode for neutral
+- **Eye Treatment - Female Characters:** Eyes 120-130% larger than male proportions, predominantly circular/rounded shape even in intense situations, pronounced eyelash definition, larger iris-to-eye ratio with detailed iris patterns
+- **Eyebrow Treatment:** Mandatory triangular shape with precise parallel line hatching at outer 30% of eyebrow length
+- **Cheek Definition:** Strategic hatching curves indicating facial structure, 3-5 parallel lines maximum per cheek
+- **Anatomical Proportions - Male Characters:** Mid-career buffed anatomy with enhanced neck thickness (140% standard proportion), shoulder-to-waist ratio 1.8:1, compact torso build
+- **Anatomical Proportions - Female Characters:** Narrow shoulders (65% of male width), clear waist taper with hourglass silhouette, hip-to-shoulder ratio 1.2:1, longer torso proportion, minimal muscle definition with sleek athletic build
+- **Color Application:** Watercolor washes that preserve ink outlines, avoid color bleeding over line work, maintain traditional media authenticity
+- **Signature Pattern Integration:** Parallel horizontal lines on yellow/ochre colored fields, 2mm spacing between lines, applied to armor or clothing elements
+- **Surface Depth:** Ink line work raised 0.5mm above paper surface (traditional pen pressure), watercolor absorption into recycled paper texture
+- **Material Simulation:** B5 recycled paper absorbency characteristics affecting color saturation and edge quality
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Adventure-fantasy hybrid clothing with anachronistic technology integration
+
+- **Female Clothing Philosophy:** All garments designed with silhouette priority - form-fitting elements that reveal waist definition and hip curves, strategic coverage showing feminine body lines while maintaining adventure functionality, jewelry and decorative elements integrated into functional gear
+
+- **Male Clothing Philosophy:** Loose-fitting practical garments emphasizing functionality over form, minimal decorative elements, focus on durability and movement
+
+- **Fabric behavior:** Female - form-fitting contours following body shape; Male - loose geometric forms with minimal complexity
+
+- **Accessory caps:** Female 2-3 decorative elements (jewelry, ornamental details); Male 0-2 functional props maximum
+
+- **Color palette - Female:** Higher saturation tolerance, broader range including purples, pinks, pastels alongside earth tones, more color contrast and decorative patterning
+
+- **Color palette - Male:** Low-saturation watercolor palette, limited to earth tones with selective bright accents, minimal pattern complexity
+
+- **Wardrobe variation required:** Cycle through Toriyama's documented color combinations: orange/blue, purple/yellow, earth tones with metal accents
+
+- **Props:** Maximum 1 hero prop (weapon/tool/vehicle element) supporting character archetype
+
+- **Coherence filter:** All elements support adventure-fantasy genre with sci-fi anachronisms; fallback = clean character focus
+
+- **YAML prop pools:**
+
+  ```yaml
+  adventure_props:  - energy_staff  - capsule_container  - martial_arts_weapon  - mechanical_accessoryclothing_elements:  - gi_training_outfit  - armor_with_horizontal_lines  - adventure_gear  - cylindrical_tech_accessories
+  ```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "photographic realism"
+  - "soft rounded lines", "modern digital smoothing", "generic anime style"
+  - "cluttered composition", "complex backgrounds", "excessive detail density"
+  - "high saturation colors", "modern digital coloring", "vector-style rendering"
+- **Canvas Positives (≥2):**
+  - "exactly 3:4 manga portrait ratio", "Toriyama character design principles"
+  - "traditional ink and watercolor techniques", "B5 recycled paper texture simulation"
+  - "angular sharp line quality", "triangular eyebrows with hatching"
+  - "parallel horizontal line signature patterns", "adventure-fantasy archetype expression"
+  - "female characters: heart/oval/round face shapes, eyes 120-130% larger than male, pronounced eyelashes, soft jawlines"
+  - "female clothing: silhouette priority, form-fitting waist definition, strategic body line exposure, decorative integration"
+  - "male characters: angular jawline, square face shape, standard eye size, sharp cheekbone hatching, prominent angular chin"
+  - "male clothing: loose practical functionality, minimal decoration, geometric simplicity"
+- **Vocabulary warnings:** Avoid "ornate," "elaborate," "realistic," "photographic." Avoid "harmonious" or "beautiful" - prioritize "dynamic," "energetic," "archetypal"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For 3:4 Portrait:** Vertical character emphasis, subject dominance ≥70%, minimal background elements
+
+**TORIYAMA-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Dynamic angles for action shots, "insane perspectives from all kind of different angles" for energy display
+- **Grid/symmetry:** Simple rectangular panel-based thinking even for single illustrations
+- **Figure:ground %:** 70% character, 30% background maximum, prioritizing character clarity
+- **Density %:** Low detail density suitable for weekly deadline production, strategic detail placement
+- **Lighting logic:** Simple directional lighting without complex shadow rendering, hard and soft edge combinations
+- **Detail:negative space ratio:** High negative space percentage, avoiding cluttered compositions
+
+**BACKGROUND TREATMENT:**
+
+- **Environmental Style:** Smooth, cylindrical architectural elements when present
+- **Anachronistic Blend:** Subtle sci-fi technology integrated with adventure-fantasy settings
+- **Surface Context:** Clean manga illustration format, no publication elements
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** B5 recycled paper texture simulation with ink absorption characteristics
+- **Frame/Band Anchor:** Omit entirely - clean manga art focus
+- **Production Context Anchor:** Weekly Shonen Jump deadline constraints affecting composition simplicity
+- **Ratio Enforcement Anchor:** Strict 3:4 vertical composition optimized for character presentation
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** **OMIT** all text elements
+- **Clean Art Focus:** Pure illustration without mastheads, sound effects, or dialogue
+- **Character-Centric:** Composition designed for character expression and archetype communication
+- **Visual Narrative:** Meaning conveyed through pose, expression, and visual design elements only
+- **Format-Specific Text Rules:** N/A - text completely omitted for clean manga art piece
+- **Production Method Integration:** N/A - focusing on illustration elements only
+
+------
+
+## Toriyama-Specific Validation Anchors
+
+- **Triangular Eyebrow Test:** Eyebrows must be triangular with outer-end hatching
+- **Eye Mode Verification:** Circular OR blocky/square treatment based on character mood/intensity
+- **Signature Pattern Check:** Parallel horizontal lines present on at least one colored element
+- **Anatomical Period Accuracy:** Mid-career buffed proportions with enhanced neck/shoulder development
+- **Line Quality Confirmation:** Angular, sharp line weight avoiding early-period soft/rounded style
+- **Color Technique Validation:** Traditional watercolor over ink, no digital coloring effects
+- **Archetype Expression Test:** Character design communicates clear archetypal role through visual elements
+- **Production Authenticity:** All elements reflect 1990s Weekly Shonen Jump production constraints and capabilities
+- **Composition Clarity:** "Easy to understand" principle - immediate visual comprehension of character and action
+- **Material Surface Accuracy:** B5 recycled paper characteristics affect all color and line rendering
+
+------
+
+This framework enforces authentic Toriyama technical execution while maintaining the Universal Prompt's systematic approach to canvas control, IP protection, and measurable artistic specifications.
+
+---
diff --git a/styles/manga/clamp_prismatic_shoujo_seinen.md b/styles/manga/clamp_prismatic_shoujo_seinen.md
new file mode 100644
index 0000000..4fd07ea
--- /dev/null
+++ b/styles/manga/clamp_prismatic_shoujo_seinen.md
@@ -0,0 +1,236 @@
+---
+id: clamp_prismatic_shoujo_seinen
+group: "Manga"
+movement: "Prismatic Shoujo-Seinen Fusion"
+artist: "CLAMP"
+display_name: "CLAMP - Prismatic Elongation"
+style_scope: "movement"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "CLAMP's tankobon plates run 2:3, giving their elongated figures room to breathe."
+modes: ["Elongated Portrait", "Decorative Spread"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: "Stack flowing protagonists with diagonal overlap and floral screentone breathing room."
+  identity_priority: ["silhouette", "elongation", "costume"]
+about: >
+  CLAMP stretches limbs, layers filigree, and blends shoujo sentiment with seinen drama.
+  This card keeps the Copic gradients and screentone lace while inventing new storylines.
+---
+
+# CLAMP
+
+**Version:** 4.2 (CLAMP Calibration) **Evidence Base:** 19 authenticated artworks analyzed via forensic examination **Purpose:** Generate authentic CLAMP-style manga art with period-accurate technical specifications and proper sexual dimorphism
+
+------
+
+## Renderer-Agnostic Adapter - CLAMP Calibration
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Character identity via silhouette/gesture/expression with CLAMP's distinctive elongated aesthetics
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** Copic marker application methods and screentone techniques supersede visual appearance descriptions
+- **Anti-Conventional Bias:** Authority to generate extreme anatomical elongation when authentic to CLAMP's evolution
+- **Face-Treatment Flags (CLAMP-Specific):**
+  - *Primary Mode:* `clamp-copic-application`, `shoujo-seinen-synthesis`, `manga-traditional-screentone`
+  - *Elongation Evolution:* `moderate-early-shoujo` (early works), `extreme-elongation-peak` (xxxHOLiC era)
+  - *Eye Treatment:* `large-expressive-shoujo`, `minimal-nose-indication`, `emotional-focus-primary`
+  - *Gender Differentiation:* `male-angular-controlled`, `female-flowing-elaborate`
+- **Pose Flags:** `gestural-fluid-dynamic`, `panel-boundary-breaking`, `cinematic-diagonal`, `elegant-elongation`
+- **Canvas Control Flags:** `strict-reframe`, `tankoubon-proportion`, `manga-publication-layout`
+- **Color Application Authority:** Copic alcohol-based markers with seamless gradient blending mandatory for color work
+- **Material Physics Authority:** Screentone application and offset lithography printing specifications override digital preferences
+- **Commercial Production Authenticity:** 1989-present serialized manga production methods with specific halftone screen ruling
+- **Quantifiers authoritative:** Numeric anchors are targets
+- **Text policy:** Omit all text elements for clean art piece
+- **Safety/IP:** No nudity/gore; original character designs avoiding copyrighted CLAMP elements
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral
+- **Gender expression:** Respect presented identity with documented CLAMP sexual dimorphism patterns
+- **Material authenticity:** Traditional Copic markers and screentone techniques only; no digital filters
+- **Period Production Authenticity:** Offset lithography with 85-185 lpi halftone screen ruling
+- **Composition boundaries:** No frames, mastheads, or typography; clean art only
+- **Failure Mode Flags:** Avoid conventional proportions, static posing, or non-CLAMP decorative elements
+- **Silent validation:** Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (tankōbon manga format) - ignore source image dimensions completely
+- Redraw in **CLAMP Late 20th/Early 21st Century Prismatic Shoujo-Seinen Synthesis Style** for **clean manga illustration**
+- Identity via silhouette/gesture/expression using CLAMP's distinctive elongated character design principles
+- **IP Safeguard Declaration:** Create original character designs avoiding copyrighted CLAMP elements while maintaining authentic aesthetic synthesis
+- Declare **Face-Treatment Flag:** `clamp-copic-application`
+- Declare **Pose Flag:** `gestural-fluid-dynamic`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** CLAMP's prismatic genre synthesis and extreme elongation supersedes source image characteristics
+- **Mode Selector:** Clean manga illustration (no text elements)
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (tankōbon manga format, optimized for serialized publication reading flow)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Strict recomposition for 2:3 vertical manga format
+- **Spatial Allocation:** Character dominance ≥75%, following CLAMP's character-breaking-boundaries composition principles
+- **Background Treatment:** Two-mode approach - intricate architectural detail OR decorative floral abstraction
+- **Format Justification:** 2:3 ratio serves cinematic manga storytelling with vertical character emphasis
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Japanese esoteric traditions (Shinto animism, onmyoudou), Eastern mythology (Hindu/Buddhist synthesis), cross-cultural syncretism, Osamu Tezuka cinematographic manga techniques
+- **Medium/Production method:** Copic alcohol-based markers for color work, traditional screentone sheets for monochrome shading, pen and ink for line art, offset lithography printing
+- **Thematic purpose:** Prismatic genre synthesis transcending shoujo-seinen boundaries, elegant elongation for emotional expression
+- **3-5 hallmark motifs:**
+  1. Extreme intentional figure elongation with spindly limbs and extended necks (quantified at 150-200% standard proportions)
+  2. Large expressive eyes as primary emotional vehicle with minimal nose detail
+  3. Dynamic energetic line work creating motion in still images
+  4. Decorative floral patterns and abstract filigree as compositional elements
+  5. Characters breaking panel boundaries through dynamic positioning
+- **Period framing:** 1989-present serialized manga era, commercial doujinshi evolution to mainstream publication
+- **Tone Tag:** Lyrical dynamism with coexistence of composure and turbulence
+- **Production Era Authenticity:** Offset lithography printing with halftone screen ruling 85-185 lpi depending on paper quality
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Line Quality:** Elegantly modulated dynamic line weight varying from 0.5mm to 3mm thickness, energetic sweeping strokes that convey motion and emotion simultaneously
+- **Anatomical Elongation - Male Characters:** 160% standard proportions with spindly limbs and extended necks, angular facial features with defined jawlines, broad shoulders with minimal waist taper, controlled longer hair with less flowing movement
+- **Anatomical Elongation - Female Characters:** 200-250% standard proportions with extremely spindly limbs and preposterously extended necks, soft rounded facial features with delicate pointed chins, narrow shoulders (60% male width), pronounced waist definition with longer legs
+- **Hair Treatment - Male Characters:** Controlled styling with less flowing movement, shorter styles or controlled longer hair
+- **Hair Treatment - Female Characters:** Dynamic energetic movement within existing hair length constraints - short hair maintains length with animated movement, long hair receives extreme flowing physics-defying treatment
+- **Eye Construction - Male Characters:** Standard to slightly narrowed eyes serving functional role, minimal emotional emphasis
+- **Eye Construction - Female Characters:** Eyes 160-180% larger than male proportions serving as primary emotional vehicle, maximum expressiveness with detailed iris patterns
+- **Color Application Technique:** Copic alcohol-based marker direct blending and layering on paper creating seamless gradients, vibrant saturated hues without digital intervention
+- **Screentone Application:** Traditional preprinted texture sheets with wax adhesive applied by stylus rubbing, modified with X-Acto blade scratching for starburst effects
+- **Decorative Integration:** Intricate costume details with 3-5 decorative elements per character, flowing ribbons and fabric with physics-defying movement, floral motifs integrated into backgrounds
+- **Surface Depth:** Traditional screentone layering creating potential Moiré patterns, halftone dot visibility at 85-185 lpi resolution
+- **Cinematic Composition:** Varied camera angles including dramatic close-ups and distance shots, rapid zoom effects, irregular panel layouts with borderless elements
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Cross-cultural fantasy synthesis combining Eastern traditional elements with futuristic science fiction details
+
+- **Male Clothing Philosophy:** Geometric cuts with structured garments, minimal decorative elements, emphasis on functionality and clean lines, flowing coats and capes for dramatic silhouettes
+
+- **Female Clothing Philosophy:** Flowing fabrics with elaborate decorative details, form-revealing silhouettes showing anatomical differences, intricate costume elements with 3-4 decorative accessories
+
+- **Fabric behavior:** Dynamic flowing movement that defies physics, creating sweeping curves and dramatic poses even in stillness
+
+- **Accessory caps:** Male 1-2 functional elements; Female 3-4 decorative elements including jewelry, ribbons, ornamental details
+
+- **Color palette:** Vibrant Copic marker saturation with seamless gradient transitions, broader range including pastels and bold contrasts for emotional emphasis
+
+- **Wardrobe variation required:** Cycle through CLAMP's documented synthesis of traditional/modern/fantasy elements
+
+- **Props:** Maximum 1 hero prop supporting thematic elements (mystical artifacts, technological devices, ceremonial objects)
+
+- **Coherence filter:** All elements support prismatic genre synthesis; fallback = clean character focus
+
+- **YAML prop pools:**
+
+  ```yaml
+  mystical_props:  - ceremonial_staff  - magical_artifacts  - floating_elements  - energy_manifestationscultural_synthesis:  - eastern_traditional_elements  - futuristic_technology  - cross_cultural_fusion  - architectural_details
+  ```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "conventional anatomical proportions"
+  - "static grid-like panel layouts", "photorealistic rendering", "uniform line weight"
+  - "Western comic book cross-hatching", "digital photography effects", "mechanical unmodulated lines"
+  - "realistic human anatomy", "rigid uniform grids", "conventional shoujo limitations"
+- **Canvas Positives (≥2):**
+  - "exactly 2:3 tankōbon manga ratio", "CLAMP extreme elongation 150-200% proportions"
+  - "Copic alcohol-based marker gradients", "traditional screentone texture application"
+  - "dynamic energetic line quality", "characters breaking panel boundaries"
+  - "male characters: angular features, defined jawlines, broad shoulders, controlled hair movement"
+  - "female characters: soft rounded features, narrow shoulders 60% male width, flowing elaborate hair"
+  - "cinematic irregular panel layouts", "decorative floral pattern integration"
+- **Vocabulary warnings:** Avoid "realistic," "photographic," "conventional," "static." Prioritize "elongated," "flowing," "dynamic," "cinematic," "prismatic"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For 2:3 Portrait:** Vertical character emphasis, extreme elongation accommodation, subject dominance ≥75%
+
+**CLAMP-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Highly cinematic and non-linear with varied camera angles, rapid zoom effects from distance to close-up shots
+- **Panel Structure:** Irregular modified frame shapes, borderless panels, superimposed character portraits breaking conventional grid layouts
+- **Figure:ground %:** 75% character focus, 25% background maximum, characters break panel boundaries for narrative emphasis
+- **Density %:** High intricate detail in foreground characters and costumes, simplified or abstracted backgrounds for emotional focus
+- **Lighting logic:** Dramatic directional lighting supporting cinematic atmosphere, screentone gradients for tonal effects
+- **Detail:negative space ratio:** Balanced between elaborate foreground detail and strategic negative space for visual breathing
+
+**BACKGROUND TREATMENT:**
+
+- **Dual Mode Approach:** Intricately detailed architectural/natural settings grounding narrative OR abstracted decorative backgrounds (floral patterns, screentone gradients) heightening emotional focus
+- **Cinematic Elements:** Vertiginously swirling or spiraling lines, powerful diagonals creating compositional energy and depth
+- **Surface Context:** Standard manga paper stock optimized for offset lithography printing
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Offset lithography on manga paper stock with characteristic halftone dot visibility
+- **Frame/Band Anchor:** Omit entirely - focus on characters breaking boundaries
+- **Production Context Anchor:** 1989-present serialized manga production constraints and capabilities
+- **Ratio Enforcement Anchor:** Strict 2:3 vertical composition optimized for tankōbon format reading flow
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** **OMIT** all text elements
+- **Clean Art Focus:** Pure illustration without dialogue, sound effects, or publication elements
+- **Character-Centric:** Composition designed for emotional expression through elongated anatomy and dynamic posing
+- **Visual Narrative:** Meaning conveyed through CLAMP's distinctive prismatic style synthesis and cinematic framing
+- **Format-Specific Text Rules:** N/A - text completely omitted for clean manga art piece
+- **Production Method Integration:** N/A - focusing on illustration elements only
+
+------
+
+## CLAMP-Specific Validation Anchors
+
+- **Elongation Test:** Characters must exhibit 150-200% proportional elongation with spindly limbs and extended necks
+- **Sexual Dimorphism Verification:** Clear distinction between male angular features and female flowing characteristics
+- **Eye Dominance Check:** Large expressive eyes serve as primary emotional vehicle with minimal nose detail
+- **Dynamic Line Quality:** Energetic modulated strokes creating motion in still images
+- **Color Technique Validation:** Copic marker seamless gradients without digital effects
+- **Decorative Integration Test:** Intricate patterns and flowing elements integrated into composition
+- **Cinematic Composition:** Irregular panel layouts with characters breaking boundaries
+- **Production Authenticity:** All elements reflect traditional manga production with screentone application
+- **Genre Synthesis:** Style transcends conventional shoujo-seinen boundaries through prismatic approach
+- **Material Surface Accuracy:** Offset lithography characteristics with appropriate halftone screen ruling
+
+------
+
+This framework enforces authentic CLAMP technical execution including their distinctive sexual dimorphism patterns, extreme elongation evolution, and prismatic genre synthesis while maintaining the Universal Prompt's systematic approach to canvas control and measurable artistic specifications.
+
+---
diff --git a/styles/manga/kamome_shirahama_european_fantasy.md b/styles/manga/kamome_shirahama_european_fantasy.md
new file mode 100644
index 0000000..aee5144
--- /dev/null
+++ b/styles/manga/kamome_shirahama_european_fantasy.md
@@ -0,0 +1,252 @@
+---
+id: kamome_shirahama_european_fantasy
+group: "Manga"
+movement: "European Fantasy Illustration"
+artist: "Kamome Shirahama"
+display_name: "Kamome Shirahama - European Fantasy Hybrid"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3", "4:5", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "2:3 follows tankobon covers, 4:5 frames ornate portraits, 1:1 suits decorative medallions."
+modes: ["Ornamental Portrait", "Decorative Tableau"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "Stage the protagonist amid Art Nouveau framing with retainers or familiars at lower tiers."
+  identity_priority: ["silhouette", "costume", "gesture"]
+about: >
+  Kamome Shirahama blends copperplate hatching with European fantasy couture, building worlds from ink alone.
+  This card maintains her printmaking precision while conjuring new guilds and spellbooks.
+---
+
+# Kamome Shirahama Manga
+
+**Version:** 4.2
+ **Specificity:** European-Influenced Fantasy Manga (2010s-Present Production Era)
+ **Visual Evidence Base:** 20 reference images analyzed
+ **Purpose:** Authentic replication of Shirahama's signature European illustration-manga hybrid aesthetic with period-accurate production methods
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source dimensions; compose for manga cover format (2:3 or 4:5 ratio)
+- **Style over likeness:** Apply Shirahama's techniques to preserve model identity via silhouette/gesture/expression
+- **Technical Measurement Authority:** Quantitative specifications ("contour hatching density", "Art Nouveau geometric ratios") override descriptive language ("detailed linework", "decorative framing")
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** Shirahama-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate deliberately complex or ornate aesthetics when historically accurate
+- **Evidence-Based Precedence:** All specifications derived from visual analysis of authentic Shirahama covers and pages
+- **Production Era Lock:** 2010s-present European-manga hybrid techniques - contour hatching emphasis, no screentones, printmaking emulation
+- **Shirahama-Specific Flags:**
+  - *Line Treatment:* `contour-hatching-primary`, `organic-pen-pressure`, `engraving-texture-emulation`, `hand-drawn-authenticity`, `meticulous-line-control`
+  - *Style Context:* `european-manga-hybrid`, `art-nouveau-influence`, `printmaking-aesthetic`, `fantasy-medieval-setting`
+  - *Composition Approach:* `decorative-geometric-framing`, `integrated-panel-breaking`, `ornamental-border-elements`, `complex-spatial-layering`
+  - *Production Method:* `no-screentones-mandatory`, `pure-linework-shading`, `copperplate-engraving-emulation`, `traditional-ink-application`
+  - *Character Design:* `european-fantasy-proportions`, `realistic-anatomy`, `detailed-costume-work`, `medieval-renaissance-styling`
+- **Canvas Control Flags:** `strict-reframe` (mandatory for manga format)
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique:** Viewing distance requirements affect hatching density and detail hierarchy
+- **Cultural Production Authenticity:** European illustration traditions adapted to manga format take precedence over pure Japanese methods
+- **Quantifiers authoritative:** numeric anchors are targets
+- **Text policy:** Only render text if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; original character design avoiding copyrighted elements
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral
+- **Gender expression:** Respect presented identity within European fantasy context
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic ink-on-paper characteristics with visible pen pressure variation
+- **Period Production Authenticity:** For European-manga hybrid style, use period-appropriate printmaking techniques with hand-drawn line quality - avoid modern digital vector perfection
+- **Printmaking Authority:** Traditional copperplate engraving and lithographic texture supersedes digital smoothness; authentic hand-inked characteristics required
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits except period-appropriate decorative elements
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, digital screentone automation, vector line perfection, etc.)
+- **Silent validation:** Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 or 4:5 manga cover ratio** - ignore source image dimensions completely
+- Redraw in **Kamome Shirahama European-Fantasy Manga Style** for **clean manga cover print**
+- Identity via realistic facial features, detailed costume work, European fantasy aesthetic language
+- **IP Safeguard Declaration:** Original character avoiding copyrighted elements from Witch Hat Atelier/other works, maintaining authentic Shirahama aesthetic
+- **Line-Treatment Flag:** `contour-hatching-primary`
+- **Character Design Flag:** `european-fantasy-proportions`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Shirahama's European illustration-manga hybrid dominates all other considerations
+- **Mode:** Manga cover art (clean print, no masthead)
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO OPTIONS:**
+
+- `2:3` (standard manga cover)
+- `4:5` (modern manga/poster format)
+- `1:1` (square format for decorative compositions)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe preserving model identity within Shirahama's European fantasy aesthetic
+- **Spatial Allocation:** Single character 60-80% frame occupation with decorative geometric framing elements
+- **Background Treatment:** Detailed architectural or natural environments rendered through pure linework with medieval/Renaissance European influence
+- **Format Justification:** Ratio selection serves detailed illustration display and European fantasy storytelling needs
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Art Nouveau (Mucha, Klimt), European printmaking traditions, Moebius, François Schuiten & Benoît Peeters, medieval illuminated manuscripts
+- **Medium:** Traditional manga production adapted with European illustration techniques - pure ink linework with contour hatching, emphasis on printmaking aesthetic over screentone usage
+- **Thematic Purpose:** European fantasy storytelling, magical realism, detailed world-building through visual craftsmanship, costume and architectural authenticity
+- **Quantified Hallmark Motifs:**
+  1. Contour hatching for all volume and shading (100% of tonal work achieved through linework)
+  2. Art Nouveau decorative framing (geometric patterns, ornamental borders)
+  3. Medieval/Renaissance costume detailing (intricate patterns, flowing fabric rendering)
+  4. Architectural precision (stone textures, wood grain, Gothic/Romanesque elements)
+  5. Organic line pressure variation (visible pen stroke authenticity, hand-drawn quality)
+- **Period Framing:** 2010s-present European-influenced manga hybrid production era
+- **Tone Tag:** European-fantasy-meticulous
+- **Production Era Authenticity:** Pure linework techniques, printmaking emulation, traditional ink application methods
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Line Quality:** Organic ink strokes with visible pen pressure variation, 0.5mm base weight, 0.3mm fine detail, contour hatching primary shading method
+- **Hatching Technique:** Contour hatching follows form topology, line density 60-80% coverage for mid-tones, 90%+ for deep shadows, crosshatching for complex volumes
+- **Character Proportions:** Realistic European fantasy proportions, anatomically grounded with slight idealization, detailed facial structure without manga exaggeration
+- **Costume Rendering:** Medieval/Renaissance accuracy with intricate pattern work, fabric drape physics, detailed textile simulation through linework
+- **Architectural Detail:** Stone texture through crosshatching, wood grain linear patterns, Gothic architectural precision, environmental authenticity
+- **No Screentone Application:** Zero tolerance for digital screentones, all tonal variation achieved through line density and hatching patterns
+- **Decorative Elements:** Art Nouveau geometric borders, ornamental framing integration, diamond-shaped panel motifs, complex spatial layering
+- **Material Authenticity:** Traditional ink-on-paper interaction, copperplate engraving texture emulation, printmaking aesthetic preservation
+- **Background Integration:** Equal detail treatment for all elements, environments rendered with same precision as characters
+- **Production Method Anchor:** European printmaking tradition adapted to manga format with authentic hand-drawn characteristics
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe Categories:** Medieval robes and cloaks, Renaissance academic wear, witch/wizard costumes, European period clothing, fantasy adventure gear
+
+- **Fabric Behavior:** Detailed drape physics rendering through linework, textile pattern accuracy, flowing fabric dynamics, period-appropriate construction
+
+- **Accessory Integration:** Magical implements, medieval tools, European period accessories, fantasy elements grounded in historical accuracy
+
+- **Props:** 1 hero prop maximum - magical staffs, books, medieval tools, fantasy items with European design influence, total ≤1 for composition clarity
+
+- **Coherence Filter:** All elements support European fantasy theme with historical accuracy, fallback to clean medieval aesthetic
+
+- **YAML Prop Pools:**
+
+  ```yaml
+  magical_props: [staffs, wands, grimoires, crystal_orbs, magical_implements]medieval_props: [books, scrolls, tools, weapons, period_instruments]academic_props: [quills, inkwells, manuscripts, study_materials, scholarly_items]fantasy_props: [enchanted_items, mystical_artifacts, magical_creatures, otherworldly_objects]
+  ```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+- **Canvas Negatives (Evidence-Based Anti-Patterns):**
+  - "screentone usage", "digital gradients", "vector line perfection", "anime proportions"
+  - "manga speed lines", "simplified backgrounds", "flat shading", "modern clothing"
+  - "smooth digital rendering", "uniform line weights", "conventional manga paneling"
+  - "realistic proportions deviation", "non-European fantasy elements", "digital texture filters"
+- **Canvas Positives (Mandatory Elements):**
+  - "exactly 2:3 or 4:5 manga ratio", "contour hatching for all shading", "organic pen pressure variation"
+  - "Art Nouveau decorative framing", "European fantasy costume accuracy", "detailed architectural backgrounds"
+  - "printmaking texture emulation", "hand-drawn line authenticity", "medieval/Renaissance aesthetic elements"
+  - "integrated panel composition", "ornamental border elements", "meticulous craftsmanship throughout"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For Portrait Ratios (2:3, 4:5):** Character dominance with decorative geometric framing elements
+- **For Square Ratios (1:1):** Ornamental composition emphasis with Art Nouveau influence
+- **Format-specific layout:** European illustration reading patterns with detailed craftsmanship priority
+
+**SHIRAHAMA-SPECIFIC COMPOSITION:**
+
+- **Character Integration Priority:** Model identity preserved within European fantasy aesthetic framework
+- **Decorative Framing System:** Art Nouveau geometric borders, diamond-shaped motifs, ornamental integration
+- **Panel Breaking Elements:** Narrative components extending beyond traditional boundaries, integrated spatial design
+- **Background Precision:** Detailed architectural or natural environments with equal attention to character rendering
+- **Line Density Distribution:** Consistent hatching quality throughout composition, no simplified areas
+- **Spatial Layering:** Complex multi-element compositions with foreground, midground, background integration
+
+**SHIRAHAMA STYLE CONTEXT (Historical Reference Only):**
+
+- *Note: Shirahama typically creates single-character focus with detailed environmental context*
+- *Decorative Elements:* Integrate Art Nouveau geometric patterns, medieval architectural motifs, ornamental borders
+- *Environmental Detail:* European fantasy settings with architectural precision and natural element accuracy
+- *Costume Context:* Medieval/Renaissance clothing with intricate pattern work and fabric authenticity
+- *Composition Complexity:* Multi-layered spatial arrangements with decorative framing integration
+
+**REQUIRED COMPOSITION ANCHORS:**
+
+- **Model Preservation:** Maintain core identity characteristics while applying Shirahama European fantasy aesthetic
+- **User Specification Priority:** Character specifications follow user input within European fantasy context
+- **Surface Context:** Clean manga page/cover surface with printmaking aesthetic qualities
+- **Production Context:** European illustration tradition adapted to manga format with authentic craftsmanship
+- **Ratio Enforcement:** Composition designed specifically for declared ratio with decorative element optimization
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Text Policy:** ABSOLUTELY OMIT all text, speech bubbles, written elements for clean art print
+- **No Exceptions:** Zero tolerance for text inclusion regardless of source material
+- **Clean Art Focus:** Pure visual artwork without textual contamination
+- **Decorative Exception:** Art Nouveau ornamental elements and geometric patterns permitted as compositional elements, not text
+
+------
+
+## Evidence-Based Validation Requirements
+
+**MANDATORY AUTHENTICITY CHECKS:**
+
+- ✅ Contour hatching primary: All shading achieved through linework density
+- ✅ Organic line quality: Visible pen pressure variation and hand-drawn authenticity
+- ✅ European fantasy proportions: Realistic anatomy with period-appropriate styling
+- ✅ Art Nouveau decorative integration: Geometric framing and ornamental elements
+- ✅ No screentone usage: Pure linework approach throughout composition
+- ✅ Medieval/Renaissance costume accuracy: Detailed period clothing and accessories
+- ✅ Architectural precision: Detailed environmental rendering through linework
+- ✅ Printmaking aesthetic: Copperplate engraving texture emulation
+- ✅ Model identity preservation: User specifications maintained within style framework
+- ✅ Production era consistency: European-manga hybrid methods
+
+**ANTI-PATTERN VERIFICATION:**
+
+- ❌ No screentone usage (contradicts pure linework evidence)
+- ❌ No digital gradients (contradicts printmaking aesthetic)
+- ❌ No vector line perfection (contradicts organic hand-drawn quality)
+- ❌ No simplified backgrounds (contradicts equal detail treatment)
+- ❌ No manga speed lines (contradicts European illustration tradition)
+- ❌ No modern clothing (contradicts European fantasy context)
+
+**TECHNICAL PRECISION ANCHORS:**
+
+- Line weights: 0.5mm base, 0.3mm detail with organic pressure variation
+- Hatching density: 60-80% mid-tones, 90%+ deep shadows
+- Costume detail: Medieval/Renaissance accuracy with pattern precision
+- Architectural rendering: Stone/wood texture through crosshatching
+- Composition complexity: Multi-layered spatial integration with decorative framing
+
+This framework ensures authentic Kamome Shirahama manga style replication based on comprehensive visual evidence analysis, emphasizing her distinctive European illustration-manga hybrid aesthetic, meticulous craftsmanship, and traditional printmaking techniques while maintaining the enhanced Universal Framework v4.2 structure and precision requirements.
+
+---
diff --git a/styles/manga/kaoru_mori_historical_textile_manga.md b/styles/manga/kaoru_mori_historical_textile_manga.md
new file mode 100644
index 0000000..eea3d01
--- /dev/null
+++ b/styles/manga/kaoru_mori_historical_textile_manga.md
@@ -0,0 +1,330 @@
+---
+id: kaoru_mori_historical_textile_manga
+group: "Manga"
+movement: "Research-Driven Historical Manga"
+artist: "Kaoru Mori"
+display_name: "Kaoru Mori - Historical Textile Chronicle"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3", "3:4", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "2:3 echoes cover plates, 3:4 frames standing portraits, 1:1 spotlights textile studies."
+modes: ["Color Cover", "Documentary Monochrome"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: "Show the protagonist with a cultural counterpart amid period architecture and textiles."
+  identity_priority: ["costume", "gesture", "setting"]
+about: >
+  Kaoru Mori documents Victorian parlors and Central Asian caravans with thread-by-thread accuracy.
+  This card sustains her research obsession while exploring new households and ceremonies.
+---
+
+# Kaoru Mori Style
+
+**Version:** 4.2 Mori Adaptation
+ **Evidence Base:** Forensic analysis of 20 representative works spanning Emma and A Bride's Story
+ **Purpose:** Authentic reproduction of Kaoru Mori's meticulously researched historical manga style with period-specific accuracy
+
+------
+
+## Renderer-Agnostic Adapter
+
+**CONSTRAINT PRECEDENCE:** Sections 1→8 are hard constraints; earlier overrides later.
+
+**CANVAS OVERRIDE MANDATE:** Always ignore source image dimensions; compose for declared target aspect ratio.
+
+**STYLE OVER LIKENESS:** Likeness via historical period accuracy, textile detail, and emotional interiority.
+
+**TECHNICAL MEASUREMENT AUTHORITY:** Quantitative specifications ("3-5 screentone patterns per illustration", "individual thread-level textile detail") override descriptive language.
+
+**PROCESS-OVER-RESULT PRIORITY:** Traditional manga production methods (ink on paper, screentone application) supersede digital effects.
+
+**CUSTOM FLAG AUTHORIZATION:** Period-specific historical flags permitted for authentic cultural representation.
+
+**HISTORICAL ACCURACY BIAS:** Authority to generate meticulously researched period details over stylistic convenience.
+
+**FACE-TREATMENT FLAGS (choose one):**
+
+- *Victorian England (1880s):* `fine-pen-precision`, `emotional-interiority-focus`, `period-appropriate-makeup`, `social-class-indicators`, `maid-servant-authenticity`
+- *Central Asian (19th century):* `traditional-cultural-accuracy`, `textile-pattern-integration`, `nomadic-lifestyle-authenticity`, `ceremonial-dress-precision`, `cultural-jewelry-detail`
+- *Interior Manga Pages:* `screentone-mastery`, `psychological-close-up`, `environmental-integration`, `maximum-detail-density`
+- *Color Cover Illustrations:* `soft-naturalistic-palette`, `commercial-character-focus`, `period-color-accuracy`, `traditional-manga-coloring`
+
+**POSE FLAGS (choose one):** `domestic-labor-grace`, `emotional-revelation`, `cultural-traditional`, `intimate-psychological`, `historical-naturalism`, `textile-display-poses`
+
+**CANVAS CONTROL FLAGS (choose one):** `strict-reframe`, `historical-format-native`, `single-illustration-focus`, `cover-illustration-focus`
+
+**MEDIA HYBRID FLAG (optional):** `historical-documentary-accuracy`, `textile-pattern-emphasis`, `architectural-precision`
+
+**MATERIAL PHYSICS AUTHORITY:** Traditional pen and ink on manga paper with sophisticated screentone application.
+
+**SCALE-DEPENDENT TECHNIQUE:** Maximum detail density at all scales - environmental backgrounds receive equal attention to character rendering.
+
+**CULTURAL PRODUCTION AUTHENTICITY:** Historical accuracy takes absolute precedence over artistic convenience.
+
+**QUANTIFIERS AUTHORITATIVE:** Numeric specifications for textile patterns, architectural details, and screentone applications are targets.
+
+**TEXT POLICY:** Only render text if Section 8 authorizes.
+
+**SAFETY/IP:** No nudity inappropriate to historical context; maintain cultural sensitivity for represented periods/regions.
+
+**AGE & WARDROBE GUARDRAIL:** All clothing must be historically accurate to declared time period and social class.
+
+**GENDER EXPRESSION:** Respect historical gender presentation appropriate to cultural context.
+
+**MATERIAL AUTHENTICITY:** Traditional manga production - no digital painting effects, Instagram filters, or modern post-processing.
+
+**PERIOD PRODUCTION AUTHENTICITY:** Authentic historical detail research - no generic fantasy elements or anachronistic details.
+
+**COMPOSITION BOUNDARIES:** Single illustration formats only - no panel layouts, borders, or sequential storytelling elements.
+
+**FAILURE MODE FLAGS:** Avoid generic historical fantasy, simplified textile patterns, empty backgrounds.
+
+**SILENT VALIDATION:** Apply historical accuracy checklist, regenerate silently if anachronistic elements detected.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+
+**FORMAT SPECIFICATION MANDATORY:** Choose format type:
+
+- **Color Cover Illustration:** Single character illustration, no typography, soft naturalistic colors, character portrait focus
+- **B&W Single Illustration:** Single image composition, no panel layouts, sophisticated screentone application, maximum environmental detail
+
+**NO TYPOGRAPHY CONSTRAINT:** Omit all text elements, titles, mastheads, or written content. Focus purely on visual illustration without any textual components.
+
+**NO PANEL CONSTRAINT:** Generate single unified image composition rather than multi-panel manga layouts. Avoid panel grids, borders, or sequential storytelling formats.
+
+**HISTORICAL PERIOD DECLARATION:** Specify exact historical setting:
+
+- **Victorian England (1880s):** Emma series aesthetic with domestic service themes
+- **Central Asian 19th Century:** A Bride's Story aesthetic with cultural textile traditions
+- **Other Period:** Declare specific era with research-based accuracy requirements
+
+Redraw in **Kaoru Mori's signature historically researched manga style** for **single illustration format**.
+
+**IP SAFEGUARD DECLARATION:** Create original character design within historically accurate cultural context while maintaining Mori's research-based authenticity.
+
+**MORI STYLE DOMINANCE:** Meticulous historical detail, extraordinary textile rendering, emotional psychological framing, documentary-level environmental accuracy.
+
+**MANDATORY RESEARCH CONSTRAINT:** Every visual element must be historically accurate to declared period - no anachronistic elements permitted.
+
+**GENRE MODE SELECTOR:** [victorian_domestic_drama / central_asian_cultural / historical_slice_of_life / period_romance]
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY FORMAT SELECTION:**
+
+**SINGLE ILLUSTRATIONS:**
+
+- `3:4` (standard manga cover portrait)
+- `2:3` (tankōbon volume cover format)
+- `1:1` (square character portrait format)
+- `4:3` (landscape historical scene format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Composition Method:** Single unified image with complete scene establishment
+- **Detail Allocation:** 50/50 importance between character and historical environment
+- **Background Treatment:** Documentary-level historical accuracy in all environmental elements
+- **Format Justification:** Composition serves historical immersion and character emotional revelation
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**PRIMARY INFLUENCES:** Victorian material culture, 19th-century archival photography, Central Asian textile traditions, shōjo/josei emotional interiority
+
+**MEDIUM/PRODUCTION:** Traditional pen and ink on manga paper with sophisticated screentone application for B&W work; soft naturalistic colors for cover illustrations
+
+**THEMATIC PURPOSE:** Historical accuracy combined with emotional psychological depth, cultural documentation through narrative
+
+**HALLMARK MOTIFS (quantified):**
+
+1. **Textile Detail Obsession:** Individual thread-level detail in fabric rendering, authentic weaving patterns, embroidery construction visible, cultural textile accuracy 100%
+2. **Historical Research Accuracy:** Every object, architectural element, and cultural artifact period-appropriate, documentary-level precision in material culture
+3. **Environmental Documentary Precision:** Backgrounds as detailed as characters, architecture copied from period photographs, social status definition through setting detail
+4. **Emotional Interiority Focus:** Psychological close-ups on eyes, intimate framing for character emotional states, voyeuristic reader positioning
+5. **Domestic/Cultural Labor Grace:** Work activities rendered with shōjo aesthetic elegance despite physical demands, cultural activities shown with authentic detail
+
+**PERIOD FRAMING:**
+
+- Victorian England: 1880s material culture with class consciousness
+- Central Asia: 19th century nomadic and settled cultural traditions
+- Other: Declared historical period with research-based accuracy
+
+**TONE TAG:** [Victorian_Domestic_Drama / Central_Asian_Cultural_Documentation / Historical_Romance_Realism / Period_Slice_of_Life]
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**LINE QUALITY ANCHOR:** Hair-thin precision pen work for textile detail, bold confident outlines for character definition. No scratchy or rough line application - only clean, deliberate mark-making.
+
+**SCREENTONE MASTERY ANCHOR:** 3-5 different screentone patterns per illustration minimum for B&W work. Sophisticated layering for texture differentiation, material properties, and atmospheric depth. No flat uniform gray areas.
+
+**TEXTILE DETAIL OBSESSION ANCHOR:** Individual thread-level detail in all fabric rendering. Authentic weaving patterns, embroidery construction, cultural textile accuracy visible. Generic fabric patterns prohibited.
+
+**HISTORICAL RESEARCH ANCHOR:** 100% period accuracy in all visible objects, architecture, clothing, and cultural artifacts. Every element must be documentably authentic to declared time period.
+
+**ENVIRONMENTAL EQUALITY ANCHOR:** Backgrounds receive equal detail attention to character rendering. Architectural elements rendered with documentary precision. Empty or simplified backgrounds prohibited.
+
+**FACIAL STRUCTURE PRECISION ANCHOR:** Eyes maximum 25% of face height (not 30-40% typical manga). Well-defined nose bridge with three-dimensional form, visible nostril definition, ethnic-appropriate bone structure. Realistic adult facial proportions with defined cheekbones and jawline.
+
+**ETHNIC FACIAL ACCURACY ANCHOR:** Facial structure must be researched and appropriate to declared cultural background. Victorian characters show European bone structure, Central Asian characters show authentic regional features. Generic manga face shapes prohibited.
+
+**PSYCHOLOGICAL EXPRESSION ANCHOR:** Subtle, restrained emotional expression showing internal complexity through micro-expressions. Avoid broad manga emotions or overly idealized expressions. Character psychology visible through nuanced facial details.
+
+**ANTI-DOLL-LIKE CONSTRAINT ANCHOR:** Prohibit typical anime/manga facial idealization. Characters must show realistic human facial variation, natural asymmetries, and authentic ethnic characteristics appropriate to historical period.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**VICTORIAN ENGLAND (1880s) WARDROBE:**
+
+- **Domestic Service:** Historically accurate maid uniforms with proper construction details, period-appropriate undergarments, class-specific accessories
+- **Upper Class:** Authentic Victorian fashion with proper silhouettes, period fabrics, social status indicators through clothing quality
+- **Technical Details:** Visible construction seams, button accuracy, fabric behavior appropriate to period technology
+- **Accessories:** Spectacles (if character-appropriate), period jewelry, social class indicators
+
+**CENTRAL ASIAN (19th CENTURY) WARDROBE:**
+
+- **Traditional Dress:** Culturally accurate traditional garments with authentic construction methods
+- **Textile Patterns:** Region-specific weaving patterns, embroidery techniques, cultural color symbolism
+- **Ceremonial vs Daily:** Appropriate distinction between everyday and special occasion garments
+- **Cultural Jewelry:** Authentic metalwork, traditional ornaments, social/marital status indicators
+
+**FABRIC BEHAVIOR AUTHORITY:**
+
+- Period-appropriate fabric technology and draping behavior
+- Authentic textile construction showing weaving patterns and fiber behavior
+- Cultural textile traditions accurately represented
+- Individual thread-level detail in pattern rendering
+
+**ACCESSORIES CONSTRAINT:** Only period-appropriate accessories for declared cultural context. Maximum 2-3 accessories maintaining historical accuracy.
+
+**ANTI-ANACHRONISTIC CONSTRAINTS:**
+
+- NO modern clothing elements
+- NO generic fantasy costume designs
+- NO simplified textile patterns
+- NO culturally inappropriate mixing of regional styles
+
+**YAML HISTORICAL PROP POOLS:**
+
+```yaml
+Victorian_1880s: [period_eyeglasses, domestic_service_tools, class_appropriate_jewelry, authentic_household_objects]
+Central_Asian_19th: [traditional_weapons, cultural_textiles, nomadic_tools, ceremonial_objects, regional_jewelry]
+Architectural_Victorian: [period_furniture, authentic_wallpapers, architectural_details, domestic_technology]
+Architectural_Central_Asian: [traditional_carpets, cultural_artifacts, nomadic_household_items, architectural_elements]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (≥4):**
+
+- "anachronistic elements", "modern technology", "generic fantasy costume", "contemporary fashion"
+- "simplified backgrounds", "empty environments", "minimal architectural detail", "generic room settings"
+- "uniform screentones", "flat gray shading", "digital painting effects", "modern post-processing"
+- "generic textile patterns", "simplified fabric rendering", "culturally inappropriate clothing mixing"
+
+**CANVAS POSITIVES (≥4):**
+
+- "historically accurate [declared period]", "documentary-level period detail", "research-based authenticity"
+- "individual thread-level textile detail", "authentic weaving patterns", "cultural construction accuracy"
+- "sophisticated screentone layering", "maximum environmental detail", "architectural documentary precision"
+- "emotional psychological close-ups", "intimate character framing", "shōjo/josei interiority focus"
+
+**VOCABULARY WARNINGS:**
+
+- Avoid "fantasy," "generic," "simplified" when describing historical elements
+- Avoid "modern," "contemporary," "updated" for any visual components
+- Require "authentic," "researched," "period-accurate," "culturally appropriate"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**SINGLE ILLUSTRATION COMPOSITION REQUIREMENTS:**
+
+**Character Portrait Focus:** Single unified image with character prominence and historically accurate environmental support. Complete scene establishment within single frame.
+
+**Historical Environment Priority:** Backgrounds function as historical documents. Architecture copied from period photographs. Settings define character social status and cultural context.
+
+**MORI-SPECIFIC COMPOSITION ANCHORS:**
+
+**Emotional Interiority Focus:** Psychological depth through character expression and intimate framing. Character psychology revealed through nuanced facial details and pose.
+
+**Textile Display Integration:** Clothing and cultural objects positioned to showcase authentic detail and construction. Character poses allow for pattern and embroidery visibility.
+
+**Cultural Context Establishment:** Environmental elements establish historical period, geographic region, and social class through documentary accuracy.
+
+**50/50 Figure-Ground Balance:** Equal importance and detail density between character and historical environment.
+
+**SURFACE CONTEXT ANCHOR:** Traditional manga paper with ink line work and screentone application for B&W; smooth color illustration surface for covers
+
+**PRODUCTION CONTEXT ANCHOR:** Traditional manga production methods with historical research integration
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY POLICY:** TEXT OMISSION MANDATORY
+
+**NO TYPOGRAPHY CONSTRAINT:** Omit all text elements including:
+
+- Speech bubbles and dialogue
+- Caption boxes and narration
+- Title text or mastheads
+- Written content of any kind
+- Visible text within scene (signs, books, etc.) should be rendered as authentic period decoration without readable text
+
+**PURE VISUAL FOCUS:** Generate purely visual illustration without any textual components. Focus entirely on historical accuracy, character expression, and environmental detail.
+
+**HISTORICAL TEXT ELEMENTS:** If books, signs, or documents appear in scene, render them with period-appropriate visual styling but without readable text content.
+
+------
+
+## Evidence-Based Validation Checklist
+
+- **Historical Research Verified:** All visible elements documentably accurate to declared time period and cultural context
+- **Textile Detail Mastery:** Individual thread-level detail in fabric rendering, authentic construction patterns visible
+- **Environmental Documentation:** Backgrounds treated as historical documents with architectural research accuracy
+- **Emotional Interiority Focus:** Shōjo/josei psychological framing with intimate character revelation
+- **Material Production Authenticity:** Traditional manga techniques with appropriate screentone or color application
+- **Cultural Sensitivity:** Authentic representation without appropriation or stereotyping
+- **Format Consistency:** Appropriate technique for declared format (B&W interior vs color cover)
+- **Anti-Anachronistic Compliance:** Zero modern or inappropriate historical elements
+
+------
+
+## Critical Success Factors
+
+1. **Historical Research Priority:** Every visual element must be documentably accurate to declared period
+2. **Textile Detail Obsession:** Fabric rendering at individual thread level with authentic construction patterns
+3. **Environmental Documentary Standard:** Backgrounds as historically accurate as museum exhibition displays
+4. **Emotional Psychological Depth:** Character interiority through intimate framing and expressive detail
+5. **Cultural Authenticity:** Respectful and accurate representation of historical cultural traditions
+6. **Production Method Integrity:** Traditional manga techniques without modern digital shortcuts
+7. **Format-Appropriate Execution:** Correct technique balance for B&W narrative vs color illustration work
+
+This framework ensures authentic Kaoru Mori-style reproduction with absolute historical accuracy and technical precision based on comprehensive visual evidence analysis of her signature approach to historically researched manga storytelling.
+
+---
diff --git a/styles/manga/katsuhiro_otomo_cyberpunk_manga.md b/styles/manga/katsuhiro_otomo_cyberpunk_manga.md
new file mode 100644
index 0000000..a3edfc8
--- /dev/null
+++ b/styles/manga/katsuhiro_otomo_cyberpunk_manga.md
@@ -0,0 +1,237 @@
+---
+id: katsuhiro_otomo_cyberpunk_manga
+group: "Manga"
+movement: "1980s Cyberpunk Manga"
+artist: "Katsuhiro Otomo"
+display_name: "Katsuhiro Otomo - Dystopian Screentone Realism"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Otomo's B4 cover boards reduce cleanly to 2:3 without losing architecture."
+modes: ["Monochrome Screentone", "Single-Hue Accent"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: "Anchor a power-stance lead at 70 percent height with a support silhouette in depth."
+  identity_priority: ["silhouette", "gesture", "compressed-face-proportions"]
+about: >
+  Katsuhiro Otomo fused metabolist skylines, compressed faces, and halftone machinery into tense Akira-era covers.
+  This card preserves the industrial realism while inventing new dystopian subjects and tech.
+---
+
+# Katsuhiro Otomo Manga
+
+**Version:** 4.2
+ **Specificity:** Cyberpunk/Dystopian Manga (1982-1990 Production Era)
+ **Visual Evidence Base:** 18 reference images analyzed
+ **Purpose:** Authentic replication of Otomo's signature 1980s manga aesthetic with period-accurate production methods
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source dimensions; compose for manga cover format 2:3 ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications ("40% feature compression", "8-12% nose width") override descriptive language ("compressed", "small nose")
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** Otomo-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate deliberately uncomfortable or challenging aesthetics when historically accurate
+- **Evidence-Based Precedence:** All specifications derived from visual analysis of authentic Otomo covers and pages
+- **Production Era Lock:** 1982-1990 manga techniques only - screentone dots 60-85 LPI, no digital effects
+- **Otomo-Specific Flags:**
+  - *Face Treatment:* `compressed-features-mandatory`, `button-nose-uniform`, `open-eye-corners`, `large-forehead-40-percent`, `center-feature-clustering`
+  - *Background Style:* `metabolist-architecture`, `technical-debris-field`, `massive-scale-structures`, `post-apocalyptic-urban`
+  - *Production Method:* `authentic-screentone-dots`, `1980s-manga-printing`, `halftone-60-85-LPI`, `mechanical-precision-linework`
+  - *Color Approach:* `single-hue-dominance`, `high-contrast-80-20`, `dystopian-palette-primary`
+  - *Pose Anchors:* `power-stance-dominance`, `technical-object-interaction`, `ceremonial-positioning`, `scale-contrast-emphasis`
+- **Canvas Control Flags:** `strict-reframe` (mandatory for manga format)
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique:** Viewing distance requirements affect brushwork precision and detail hierarchy
+- **Cultural Production Authenticity:** Japanese manga methods take precedence over modern interpretations
+- **Quantifiers authoritative:** numeric anchors are targets
+- **Text policy:** Only render text if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; original character design avoiding copyrighted Akira elements
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral
+- **Gender expression:** Respect presented
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic screentone characteristics
+- **Period Production Authenticity:** For 1980s manga style, use period-appropriate printing methods, paper quality, and screentone limitations - avoid modern digital perfection
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.)
+- **Silent validation:** Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 manga cover ratio** - ignore source image dimensions completely
+- Redraw in **Katsuhiro Otomo 1980s Cyberpunk Manga Style** for **clean manga cover print**
+- Identity via compressed facial features, button nose, large forehead silhouette
+- **IP Safeguard Declaration:** Original character avoiding Akira copyrighted elements, maintaining authentic Otomo aesthetic
+- **Face-Treatment Flag:** `compressed-features-mandatory`
+- **Pose Flag:** `power-stance-dominance`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Otomo's dystopian realism dominates all other considerations
+- **Mode:** Manga cover art (clean print, no masthead)
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (manga cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with character dominance
+- **Spatial Allocation:** Subject placement center-dominant 65-80% frame occupation
+- **Background Treatment:** Metabolist architecture or technical debris field extending to edges
+- **Format Justification:** 2:3 ratio serves manga cover format with character prominence and architectural detail capacity
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Post-war Japanese Metabolist architecture, Western cyberpunk literature, nuclear anxiety themes
+- **Medium:** Traditional manga production - dip pen and Indian ink on professional manga paper with screentone application
+- **Thematic Purpose:** Dystopian urban anxiety, technological power structures, post-apocalyptic society
+- **Quantified Hallmark Motifs:**
+  1. Compressed facial features (central 40% face height clustering)
+  2. Uniform button noses (8-12% face width)
+  3. Metabolist architectural backgrounds (200-400% character scale)
+  4. Technical debris fields (40-60% background density)
+  5. Single hue color dominance (70-85% coverage)
+- **Period Framing:** 1982-1990 Japanese manga production methods
+- **Tone Tag:** Dystopian-technological-anxiety
+- **Production Era Authenticity:** Analog screentone techniques, mechanical dot patterns, photographic reduction from B4 to publication format
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Line Quality:** Clean mechanical precision, 0.3mm base weight, 0.8mm emphasis strokes, architectural drafting influence
+- **Facial Construction:** Compressed feature positioning - eyes/nose/mouth in central 40% face height, forehead 35-40% total height
+- **Button Nose Specification:** Uniform tiny shape 8-12% face width across all characters
+- **Eye Treatment:** Open corners (no closed eyelid meeting), minimal line economy, subtle hatching under socket
+- **Screentone Application:** Authentic dot patterns 60-85 LPI, halftone gradients 20-80% black in 10% intervals
+- **Background Detail Hierarchy:** Extreme technical precision in architectural elements, intricate mechanical debris rendering
+- **Scale Hierarchy Anchor:** Massive architecture 200-400% character height, character figure dominance 65-80% frame
+- **Material Authenticity:** Traditional dip pen texture, Indian ink opacity, professional manga paper interaction
+- **Production Method Anchor:** B4 original format reduced to publication size, screentone moiré potential, scanning threshold considerations
+- **Pose Specification:** Power stance variations, technical object interaction, ceremonial positioning with scale contrast
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe Categories:** Post-apocalyptic urban (leather jackets, technical gear), ceremonial power (formal/military styling), street youth (casual 1980s Japanese)
+
+- **Fabric Behavior:** Heavy leather drape, technical material stiffness, period-accurate 1980s styling
+
+- **Color Coordination:** Support single dominant hue system - if red dominant, incorporate red leather/fabric elements
+
+- **Accessory Cap:** Minimalist 0-2 items maximum - technical gear (goggles, comm devices) or power symbols (insignia)
+
+- **Props:** 1 hero prop maximum - motorcycle/technical vehicle OR ceremonial object, total ≤1 for clean composition
+
+- **Coherence Filter:** All elements support cyberpunk-dystopian theme, fallback to clean scene
+
+- **YAML Prop Pools:**
+
+  ```yaml
+  technical_props: [motorcycle, communication_device, weapon, technical_apparatus]power_props: [throne, ceremonial_staff, authority_symbol]urban_props: [debris_fragment, architectural_element]
+  ```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+- **Canvas Negatives (Evidence-Based Anti-Patterns):**
+  - "original aspect ratio", "source dimensions", "varied nose shapes"
+  - "closed eye corners", "multiple color dominance", "soft organic backgrounds"
+  - "digital screentone simulation", "modern post-processing", "decorative frames"
+  - "gentle features", "harmonious composition", "pleasant aesthetics"
+- **Canvas Positives (Mandatory Elements):**
+  - "exactly 2:3 manga cover ratio", "compressed facial features central 40%"
+  - "uniform button nose 8-12% width", "open eye corners", "single hue dominance 70-85%"
+  - "Metabolist architecture background", "technical debris field", "mechanical precision linework"
+  - "authentic screentone dots 60-85 LPI", "power stance dominance", "dystopian urban anxiety"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Portrait):**
+
+- Vertical emphasis with character dominance ≥65%
+- Hierarchical staging: Character > Architecture > Debris > Detail
+- Format-specific layout: Manga cover reading pattern consideration
+
+**OTOMO-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Cinematic framing with wide-shot architectural establishment
+- **Figure:Ground Ratio:** 65-80% character dominance, 35-20% background context
+- **Density Specification:** High architectural detail 40-60% background area
+- **Lighting Logic:** High contrast single-source creating dramatic shadows
+- **Metabolist Architecture Anchor:** Massive ultra-modern structures conveying environmental oppression
+- **Technical Debris Field:** Mechanical remnants 40-60% density supporting post-apocalyptic theme
+- **Scale Contrast Anchor:** Architecture 200-400% character height emphasizing dystopian overwhelm
+
+**REQUIRED COMPOSITION ANCHORS:**
+
+- **Surface Context:** Manga page/cover paper surface, no external framing
+- **Production Context:** 1980s manga printing with characteristic dot patterns
+- **Ratio Enforcement:** Composition designed specifically for 2:3 format, not adapted
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Text Policy:** OMIT entirely for clean art print
+- **If Text Required:** Period-appropriate manga typography with authentic production limitations
+- **Historical Accuracy:** 1980s Japanese typesetting methods with registration drift characteristics
+
+------
+
+## Evidence-Based Validation Requirements
+
+**MANDATORY AUTHENTICITY CHECKS:**
+
+- ✅ Facial compression: Central 40% feature clustering
+- ✅ Button nose uniformity: 8-12% face width specification
+- ✅ Open eye corners: No closed eyelid meetings
+- ✅ Single hue dominance: 70-85% color coverage
+- ✅ 2:3 ratio enforcement with manga cover composition
+- ✅ Metabolist architecture or technical debris background
+- ✅ Authentic screentone patterns (not digital simulation)
+- ✅ Character dominance 65-80% frame occupation
+- ✅ Power stance or ceremonial positioning
+- ✅ Production era consistency (1982-1990 methods)
+
+**ANTI-PATTERN VERIFICATION:**
+
+- ❌ No closed eye corners (contradicts 100% open corner evidence)
+- ❌ No varied nose shapes (contradicts uniform button nose data)
+- ❌ No multiple color dominance (contradicts single hue evidence)
+- ❌ No digital effects (contradicts analog production era)
+- ❌ No decorative frames (contradicts clean manga page evidence)
+
+**TECHNICAL PRECISION ANCHORS:**
+
+- Line weights: 0.3mm base, 0.8mm emphasis
+- Screentone: 60-85 LPI authentic dot patterns
+- Color ratios: 80% pure hue, 20% neutral contrast
+- Scale measurements: Architecture 200-400% character height
+
+This framework ensures authentic Katsuhiro Otomo manga style replication based on comprehensive visual evidence analysis while maintaining the enhanced Universal Framework v4.2 structure and precision requirements.
+
+---
diff --git a/styles/manga/kentaro_miura_dark_fantasy_hyperdetail.md b/styles/manga/kentaro_miura_dark_fantasy_hyperdetail.md
new file mode 100644
index 0000000..5aee843
--- /dev/null
+++ b/styles/manga/kentaro_miura_dark_fantasy_hyperdetail.md
@@ -0,0 +1,245 @@
+---
+id: kentaro_miura_dark_fantasy_hyperdetail
+group: "Manga"
+movement: "Dark Fantasy Hyperrealism"
+artist: "Kentaro Miura"
+display_name: "Kentaro Miura - Gothic Hyperdetail"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3", "3:2", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "2:3 highlights lone knights, 3:2 expands cathedral vistas, 1:1 balances figure and relic."
+modes: ["Color Mode", "Black and White Mode"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: "Set the armored lead against towering Gothic masonry with an optional adversary in shadow."
+  identity_priority: ["armor", "gesture", "atmosphere"]
+about: >
+  Kentaro Miura carved every rivet, scar, and arch into Berserk's Gothic apocalypse.
+  This card enforces that hyperdetail while forging new legends and cathedrals.
+---
+
+# Kentaro Miura Manga
+
+**Version:** 1.0
+ **Purpose:** Evidence-based framework for replicating Kentaro Miura's meticulous dark fantasy illustration style, with distinct approaches for color and black & white execution.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via hyperdetailed anatomical accuracy and Gothic atmospheric mood.
+- **Technical Measurement Authority:** Quantitative specifications ("200-500 armor detail elements", "50-100 crosshatch lines per square inch") override descriptive language.
+- **Process-Over-Result Priority:** Meticulous detail construction supersedes speed or simplification.
+- **Detail Density Mandate:** **CRITICAL REQUIREMENT: 200-500+ individual detail elements per character minimum** - every rivet, buckle, scratch, dent, and surface texture must be individually rendered
+- **Hyperdetail Investment:** **"Every surface textured" philosophy mandatory** - no smooth or simplified areas permitted on armor, weapons, or environmental elements.
+- **Face-Treatment Flags (choose one):**
+  - *Color Mode:* `watercolor-texture-simulation`, `rough-organic-edges`, `muted-desaturated-palette`, `ink-line-preservation`, `sketchy-application-texture`
+  - *Black & White Mode:* `crosshatch-dominance`, `screentone-strategic`, `white-ink-highlights`, `maximum-contrast`, `line-weight-variation`
+- **Pose Flags (choose one):** `romantic-sublime`, `heroic-low-angle`, `battle-weary`, `gothic-dramatic`, `architectural-scale-dwarfing`
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`
+- **Gothic Sublime Authority:** Compositions must evoke awe, terror, and overwhelming scale.
+- **Architectural Realism Mandate:** All environments based on specific European medieval architectural references.
+- **Armor Authenticity:** Anatomically accurate plating that follows human form with individual component rendering.
+- **Text policy:** Omit all text for single illustration focus.
+- **Safety/IP:** No graphic violence visualization; focus on atmospheric darkness and character presence.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- **MODE SELECTOR:** Choose between **Color Mode** or **Black & White Mode** - never mix approaches.
+- Redraw in **Kentaro Miura Dark Fantasy Hyperrealism** style for **single illustration composition**.
+- Identity via hyperdetailed anatomical accuracy and atmospheric Gothic mood.
+- **IP Safeguard Declaration:** Create original dark fantasy character designs avoiding copyrighted elements.
+- **Color Mode Declaration:** `airbrush-gradation` with `atmospheric-perspective`
+- **B&W Mode Declaration:** `crosshatch-dominance` with `maximum-contrast`
+- Declare **Pose Flag:** `romantic-sublime`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Miura's meticulous detail philosophy dominates over speed or simplification.
+- **Format:** Single illustration (no panels, speech bubbles, or manga formatting).
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (portrait orientation for character focus)
+- `3:2` (landscape for environmental grandeur)
+- `1:1` (square for balanced character/environment composition)
+- `4:5` (tall portrait for dramatic vertical emphasis)
+- `5:4` (wide landscape for epic scale scenes)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely for Gothic sublime composition principles
+- **Spatial Allocation:** Figure placement for maximum dramatic impact using romantic painting principles
+- **Background Treatment:** Architectural detail maintained at 80-90% of foreground detail density
+- **Format Justification:** Chosen ratio serves Gothic sublime aesthetic and environmental storytelling needs
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Gustave Doré (dramatic lighting/etching detail), Hieronymus Bosch (grotesque fantasy), M.C. Escher (impossible architecture), John Martin (Pandemonium sublime), Frank Frazetta (heroic fantasy dynamics), European Romanticism movement, Gothic architectural tradition
+- **Medium/Production method:**
+  - **Color Mode:** Digital airbrush simulation over precise ink foundation, watercolor texture emulation
+  - **B&W Mode:** G-pen ink work with extensive crosshatching, strategic screentone application, white ink highlight details
+- **Thematic purpose:** Gothic sublime evocation, "lies that seem possible," medieval European fantasy realism, psychological terror through environmental scale
+- **Hallmark motifs:** Berserker Armor anatomical accuracy, Dragonslayer sword raw brutality, European architectural fusion (Gothic/Romanesque/Baroque), grotesque creature anatomical logic, romantic sublime scale relationships
+- **Period framing:** Medieval European synthesis (early feudalism + Renaissance courtly life), post-1989 manga production authenticity
+- **Tone Tag:** Dark sublime with meticulous craft devotion
+- **Production Era Authenticity:** Traditional ink craft methods (pre-2015) or digital tool precision (post-2015) maintaining established aesthetic
+
+## 4) Technical Method & Mark-Making
+
+**COLOR MODE SPECIFICATIONS:**
+
+- **Texture Simulation Priority:** Watercolor paper texture overlay mandatory, colored pencil stroke emulation, rough organic edges (never smooth digital gradients)
+- **Saturation Limits:** Maximum 60-70% color saturation, muted earth tone dominance (browns, rusts, deep greens, grayed blues)
+- **Ink Line Preservation:** 100% opacity black ink foundation always visible beneath color layers, color as enhancement only
+- **Rough Application Technique:** Irregular color boundaries, sketchy application simulation, visible brush stroke texture, organic blending zones
+- **Atmospheric Color Logic:** Color temperature shifts for depth, warm foreground/cool background separation, mood-driven color choices over realistic representation
+- **Paper Texture Integration:** Visible tooth/grain texture throughout color areas, watercolor absorption simulation, uneven color density variations
+- **Detail Hierarchy:** 200-500 individual elements per armored character maintained through color work, environmental detail at 80-90% of foreground
+
+**BLACK & WHITE MODE SPECIFICATIONS:**
+
+- **Crosshatch Density:** 50-100 parallel lines per square inch in shadow areas, directional consistency within form planes
+- **Line Weight Variation:** 0.3mm base lines to 2mm accent strokes, G-pen pressure sensitivity emulation
+- **Screentone Application:** Strategic 10-60% dot patterns for mid-tone gradation, texture patterns for material differentiation
+- **White Ink Highlights:** Detailed pickup work in dense black areas, individual rivet/buckle/surface detail enhancement
+- **Contrast Exploitation:** Full value range utilization from pure white to solid black, no middle-grey dominance
+- **Surface Texture Differentiation:** Metal (crosshatch patterns), cloth (diagonal weaves), leather (organic irregular marks), stone (stippling/broken lines)
+
+**UNIVERSAL SPECIFICATIONS:**
+
+- **Anatomical Accuracy:** Hyperdetailed muscle definition, individual scar pattern documentation, stress line integration
+- **Armor Construction:** Anatomically correct plating following human form, individual rivet/joint rendering, damage pattern specificity
+- **Architectural Detail:** European medieval accuracy with specific period references, individual stone/brick rendering, structural logic maintenance
+- **Perspective Mastery:** Complex vanishing point constructions for environmental depth, foreshortening excellence on weapons/objects
+- **Environmental Scale:** Romantic sublime principles - vast landscapes/architecture dwarfing human figures for psychological impact
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Character Archetypes:**
+
+- **Guts Type (Battle-Worn Warrior):** Layered practical armor over cloth, extensive battle damage, functional weapon integration
+- **Griffith Type (Noble Knight):** Ornate ceremonial armor with decorative elements, pristine condition with luxury material indicators
+- **Casca Type (Practical Fighter):** Form-fitting armor prioritizing mobility, practical accessories, weather-worn authenticity
+- **Monster Knight Type:** Armor/flesh fusion concepts, grotesque anatomical integration, impossible biological mechanics
+
+**Material Authenticity:**
+
+- **Metal:** Individual plate segments with authentic joint mechanics, surface oxidation/wear patterns, weight distribution logic
+- **Leather:** Organic texture with stitching detail, weathering appropriate to character use patterns
+- **Cloth:** Fabric drape physics under armor constraints, period-appropriate textile patterns
+- **Organic Materials:** Horn, bone, fur integration with realistic biological logic
+
+**Props:** Maximum 2 primary elements (weapon + shield/secondary), hyperdetailed construction with functional logic
+
+**YAML Prop Pools:**
+
+```yaml
+weapons: [dragonslayer_sword, rapier, crossbow, war_hammer, battle_axe]
+armor: [plate_mail, chain_mesh, berserker_armor, ceremonial_plate, leather_brigandine]
+accessories: [helm, gauntlets, cape, belt_pouches, weapon_harness]
+environmental: [throne, altar, weapon_rack, banner, architectural_element]
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- "simplified detail", "clean line minimalism", "bright cheerful colors", "anime simplification", "rushed execution", "surface-level detail", "generic armor design", "modern weapon aesthetics", "cartoon proportions", "optimistic mood lighting", "panel borders", "speech bubbles", "manga formatting", "smooth armor surfaces", "insufficient rivet count", "generic battle damage", "simplified crosshatching", "reduced detail density", "smooth digital gradients", "saturated colors", "polished digital finish", "clean color edges", "airbrush smoothness"
+
+**Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "meticulous hyperdetail", "Gothic sublime atmosphere", "European medieval architectural accuracy", "extensive crosshatching density", "anatomically accurate armor plating", "romantic scale relationships", "confident stable line work", "Doré-influenced dramatic lighting", "Bosch-inspired grotesque elements", "lies that seem possible philosophy", "every surface textured", "watercolor paper texture overlay", "rough organic color edges", "muted desaturated palette", "sketchy application texture", "ink line preservation", "traditional media simulation"
+
+**Vocabulary Warnings:** Avoid "simple," "clean," "minimal," "bright." Emphasize "meticulous," "dense," "Gothic," "sublime," "hyperdetailed."
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **Portrait Ratios (2:3, 4:5):** Character dominance with dramatic low-angle emphasis, architectural elements for scale reference
+- **Landscape Ratios (3:2, 5:4):** Environmental grandeur with human figures for scale, vast architectural spaces
+- **Square (1:1):** Balanced character/environment integration with radial dramatic lighting
+
+**GOTHIC SUBLIME COMPOSITION PRINCIPLES:**
+
+- **Vastness:** Immense architectural spaces or landscapes dwarfing human figures
+- **Repetition:** Endless architectural elements (columns, arches, stairs) creating overwhelming infinity sense
+- **Dramatic Lighting:** Strong directional sources creating deep shadows and brilliant highlights
+- **Low-Angle Heroics:** Characters shot from below to emphasize power and imposing presence
+- **Environmental Storytelling:** Every background element serves narrative purpose and historical authenticity
+
+**REQUIRED ANCHORS:**
+
+- **Perspective Mastery:** Complex vanishing point constructions with architectural accuracy
+- **Scale Relationships:** Romantic sublime principles - environment overwhelming human scale
+- **Lighting Drama:** Directional light sources creating psychological mood through shadow play
+- **Architectural Authenticity:** Specific European medieval period references with structural accuracy
+- **Detail Density Consistency:** Background maintained at 80-90% of foreground detail investment
+- **Surface Context Anchor:** Stone, metal, wood textures rendered with period-appropriate construction methods
+
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary Policy:** Omit all text entirely for pure illustration focus
+- **Justification:** Single illustration format prioritizes visual storytelling over textual narrative
+- **No manga formatting:** No panels, speech bubbles, or publication layout elements
+
+------
+
+## Mode-Specific Templates
+
+### Color Mode Template
+
+- **Primary Tools:** Digital airbrush simulation, watercolor texture overlays, atmospheric perspective gradients
+- **Color Philosophy:** Muted earth tones with dramatic accent colors, Gothic mood prioritization
+- **Lighting Approach:** Warm/cool temperature contrast for dramatic separation and mood
+- **Detail Application:** Color enhances but never obscures line art foundation detail
+
+### Black & White Mode Template
+
+- **Primary Tools:** Crosshatching dominance, strategic screentone application, white ink highlight precision
+- **Contrast Philosophy:** Full value range exploitation from pure white to solid black
+- **Texture Approach:** Material differentiation through distinct mark-making patterns
+- **Detail Application:** Every surface receives texture treatment appropriate to material properties
+
+------
+
+## Validation Framework
+
+**Essential Elements Checklist:**
+
+- Hyperdetailed execution with 200-500+ individual elements per character
+- Gothic sublime atmospheric mood achievement
+- European medieval architectural accuracy and specific period references
+- Anatomically accurate armor following human form logic
+- Dramatic lighting serving psychological narrative purpose
+- Environmental scale relationships emphasizing romantic sublime
+- Mode-appropriate technical execution (color gradation OR crosshatch density)
+- "Lies that seem possible" authenticity in fantastical elements
+- Meticulous craft devotion over speed or efficiency
+
+**Anti-Pattern Detection:**
+
+- Simplified or rushed detail execution (avoid)
+- Generic fantasy armor without anatomical logic (avoid)
+- Bright optimistic mood lighting (avoid)
+- Modern aesthetic contamination (avoid)
+- Manga panel formatting elements (avoid)
+
+---
diff --git a/styles/manga/masakazu_katsura_realistic_manga.md b/styles/manga/masakazu_katsura_realistic_manga.md
new file mode 100644
index 0000000..9829a7b
--- /dev/null
+++ b/styles/manga/masakazu_katsura_realistic_manga.md
@@ -0,0 +1,341 @@
+---
+id: masakazu_katsura_realistic_manga
+group: "Manga"
+movement: "1990s Realist Youth Manga"
+artist: "Masakazu Katsura"
+display_name: "Masakazu Katsura - Realist Youth Illustration"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["3:4", "2:3", "4:3"]
+ratios_status: "provisional"
+ratios_notes: "3:4 suits poster headshots, 2:3 matches volume covers, 4:3 opens cinematic environments."
+modes: ["Youth Romance", "Urban Portrait", "Slice of Life"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: "Pair the lead with a partner or environment anchor inside relaxed 1990s fashion."
+  identity_priority: ["silhouette", "fashion", "expression"]
+about: >
+  Masakazu Katsura paints 1990s youth with cinematic lighting, baggy silhouettes, and grounded anatomy.
+  This card keeps his realist polish while writing new street-level dramas.
+---
+
+# Masakazu Katsura Style
+
+**Version:** 4.2 Katsura Adaptation
+ **Evidence Base:** Forensic analysis of 18 representative works spanning 1983-2014
+ **Purpose:** Authentic reproduction of Masakazu Katsura's signature realistic manga style with genre-specific adaptations
+
+------
+
+## Renderer-Agnostic Adapter
+
+**CONSTRAINT PRECEDENCE:** Sections 1→8 are hard constraints; earlier overrides later.
+
+**CANVAS OVERRIDE MANDATE:** Always ignore source image dimensions; compose for declared target aspect ratio.
+
+**STYLE OVER LIKENESS:** Likeness via silhouette/gesture/expression unless photographic.
+
+**TECHNICAL MEASUREMENT AUTHORITY:** Quantitative specifications ("150% neck elongation", "3-5mm paint thickness") override descriptive language.
+
+**PROCESS-OVER-RESULT PRIORITY:** How materials are applied supersedes visual appearance descriptions.
+
+**CUSTOM FLAG AUTHORIZATION:** Artist-specific flags permitted when standard options fail authenticity requirements.
+
+**ANTI-CONVENTIONAL BIAS:** Authority to generate deliberately uncomfortable or challenging aesthetics when historically accurate.
+
+**FACE-TREATMENT FLAGS (choose one appropriate to genre):**
+
+- *Seinen Realistic:* `pen-crosshatch-shadows`, `high-contrast-dramatic`, `mature-facial-structure`, `psychological-intensity`, `gritty-environmental-integration`
+- *Shonen Romance:* `clean-manga-lines`, `expressive-eyes-detailed`, `soft-screening-romance`, `naturalistic-proportion`, `contemporary-fashion-accurate`
+- *Hero Adventure:* `confident-linework`, `heroic-proportion-realistic`, `tokusatsu-inspired-design`, `dynamic-pose-natural`, `costume-detail-technical`
+- *Slice-of-Life:* `gentle-detailed-rendering`, `environmental-integration-heavy`, `casual-pose-authentic`, `school-uniform-accurate`, `intimate-framing-cinematic`
+
+**POSE FLAGS (choose one):** `naturalistic-attractive`, `psychological-tension`, `tokusatsu-inspired`, `contemporary-casual`, `emotional-subtlety`, `confident-heroic`, `youth-authentic`, `mature-contemplative`
+
+**CANVAS CONTROL FLAGS (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`, `source-respect`
+
+**MEDIA HYBRID FLAG (optional):** `manga-illustration-hybrid`, `traditional-digital-blend`
+
+**MATERIAL PHYSICS AUTHORITY:** Substrate, tool, and binding agent specifications override aesthetic preferences.
+
+**SCALE-DEPENDENT TECHNIQUE:** Viewing distance requirements affect brushwork precision and detail hierarchy.
+
+**CULTURAL PRODUCTION AUTHENTICITY:** Indigenous and traditional methods take precedence over modern interpretations.
+
+**QUANTIFIERS AUTHORITATIVE:** Numeric anchors are targets.
+
+**TEXT POLICY:** Only render text if Section 8 authorizes.
+
+**SAFETY/IP:** No nudity/gore; no real logos/watermarks/signatures.
+
+**AGE & WARDROBE GUARDRAIL:** Minors = modest; unknown age defaults to adult neutral.
+
+**GENDER EXPRESSION:** Respect presented.
+
+**MATERIAL AUTHENTICITY:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics.
+
+**PERIOD PRODUCTION AUTHENTICITY:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection.
+
+**COMPOSITION BOUNDARIES:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+
+**FAILURE MODE FLAGS:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.).
+
+**SILENT VALIDATION:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **[declared ratio]** - ignore source image dimensions completely.
+
+**COLOR SPECIFICATION MANDATORY:** Create color illustration in Katsura's authentic palette style with soft naturalistic colors, period-appropriate 1990s-2000s color limitations, avoiding oversaturated modern digital colors.
+
+Redraw in **Masakazu Katsura's signature realistic manga style** for **color illustration format**.
+
+**IP SAFEGUARD DECLARATION:** Create original character design avoiding copyrighted manga elements while maintaining Katsura's authentic technical approach.
+
+**KATSURA STYLE DOMINANCE:** Naturalistic anatomy with cinematic pose work, expressive facial detail, authentic 1990s Japanese youth fashion, and genre-appropriate environmental integration.
+
+**MANDATORY WARDROBE CONSTRAINT:** Character must wear authentic 1990s casual youth fashion - oversized silhouettes, baggy clothing, period-appropriate Japanese street wear. NO business suits, formal wear, or fitted contemporary clothing.
+
+**GENRE MODE SELECTOR:** [slice_of_life_casual / school_life_authentic / youth_romance / urban_contemporary]
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+**PREFERRED KATSURA FORMATS:**
+
+- `3:4` (classic portrait - optimal for character focus)
+- `2:3` (manga cover format - used in I's, Zetman volumes)
+- `4:3` (landscape illustration - environmental integration)
+- `1:1` (decorative portrait - character card style)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-background-detailed / recompose-character-focused
+- **Spatial Allocation:** Character prominence 60-80% with detailed environmental support
+- **Background Treatment:** Meticulously detailed realistic environments that ground character
+- **Format Justification:** Ratio serves character-environment relationship and viewing intimacy
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**PRIMARY INFLUENCES:** Cinema and novels over manga conventions, tokusatsu hero aesthetics, naturalistic observation
+
+**MEDIUM/PRODUCTION:** Traditional pen and ink on manga manuscript paper, screentone application for texture, offset lithography reproduction with visible halftone patterns
+
+**THEMATIC PURPOSE:** Character-driven realism with emotional psychological depth
+
+**HALLMARK MOTIFS (quantified):**
+
+1. **Bishōjo Realism:** Female characters with deeply expressive eyes, varied realistic body figures, contemporary fashion research accuracy, anatomical quirk in pelvis/femur articulation
+2. **Convincing Sci-Fi Detail:** Technology and fantastical elements rendered with photographic reference accuracy, 90% environmental detail consistency
+3. **Naturalistic Anatomy:** Immaculate anatomical foundation, avoid exaggerated proportions by 85%, realistic human movement and gesture
+4. **Cinematic Emotional Framing:** Dramatic close-ups on faces for psychological revelation, emotional state priority over action staging
+5. **Contemporary Fashion Authority:** Research-accurate clothing, hairstyles, and cultural details for time period authenticity
+
+**PERIOD FRAMING:** Late 20th Century Japanese manga production (1983-2014), traditional manga manuscript techniques
+
+**TONE TAG:** [Select based on genre: Mature_Psychological_Realism / Romantic_Slice_of_Life / Heroic_Adventure_Grounded / Contemporary_Youth_Authentic]
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**LINE QUALITY ANCHOR:** Long, steady, clear pen lines avoiding scratchy application. Thick confident outlines for primary contours, thin precise lines for interior facial features and texture details.
+
+**SCREENTONE APPLICATION ANCHOR:** Dot/circle and sand pattern screentones for clothing texture and shadow rendering. 60% dot coverage maximum for clothing, 30% sand tone for atmospheric shadows.
+
+**ANATOMICAL PRECISION ANCHOR:** Naturalistic human proportions with 95% anatomical accuracy. Signature pelvic/femur articulation quirk in female characters (15-degree angle variance from standard).
+
+**FACIAL EXPRESSION ANCHOR:** Deeply expressive eyes with detailed iris rendering, subtle emotional complexity (puzzlement, shyness, internal conflict), avoid generic anime expressions by 90%.
+
+**ENVIRONMENTAL DETAIL ANCHOR:** Meticulously researched backgrounds, 80% photographic reference accuracy, convincing perspective construction, "lived-in" space authenticity.
+
+**POSE NATURALISM ANCHOR:** Cinematic emotional revelation priority, naturalistic gesture economy, psychological framing over stylized action, 70% close-up intimacy ratio.
+
+**MATERIAL AUTHENTICITY ANCHOR:** Visible halftone patterns from offset lithography, screentone texture characteristics, traditional pen tool marks preserved.
+
+**CONTEMPORARY ACCURACY ANCHOR:** Fashion, hairstyles, and cultural details researched for period authenticity, 90% real-world reference accuracy.
+
+**COLOR APPLICATION ANCHOR:** Soft naturalistic color palette applied deliberately without blending with black pen outlines (traditional manga coloring method). Period-appropriate 1990s-2000s color limitations - avoid oversaturated modern digital colors. Atmospheric background colors that support character without competing.
+
+**WARDROBE ACCURACY ANCHOR:** Mandatory 1990s Japanese youth fashion - oversized knit sweaters, baggy jeans, loose casual wear, authentic school uniforms with loose socks. NO business suits, formal wear, or fitted contemporary clothing. 90% period-appropriate fabric behavior and silhouette accuracy.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**AUTHENTIC KATSURA WARDROBE TRACKS (1990s-2000s Japanese Youth Fashion):**
+
+**CASUAL YOUTH (Primary Mode - 80% of work):**
+
+- **Tops:** Oversized knit sweaters with patterns, loose graphic t-shirts, baggy hoodies, oversized cardigans, relaxed V-necks
+- **Bottoms:** Baggy jeans with cuffs, loose casual pants with geometric prints, flowy skirts, wide-leg trousers
+- **Outerwear:** Oversized winter coats (puffy/down), loose bomber jackets, casual blazers worn open and loose
+- **Footwear:** Chunky sneakers, platform shoes, casual boots, simple sandals
+- **Silhouette Authority:** Mandatory 1990s relaxed-fit aesthetic with authentic oversized draping
+
+**SCHOOL CONTEXT (High Frequency):**
+
+- **Uniforms:** Japanese blazer and pleated skirt, sailor uniforms, sweater vest over collared shirt
+- **Authentic Details:** Loose socks (essential 1990s trend), proper randoseru or school bag, cardigans worn over uniforms
+- **Seasonal Layering:** Heavy oversized coat over uniform, knit scarves, practical winter accessories
+- **Casual School:** Oversized sweater instead of blazer, loose interpretation of uniform rules
+
+**INTIMATE/HOME CASUAL:**
+
+- **Clothing:** Oversized boyfriend shirts, simple loose dresses, comfortable knit wear, minimal layering
+- **Context:** Bedroom scenes, relaxed home settings, private moments with natural poses
+- **Emphasis:** Comfort over style, natural fabric draping, authentic relaxed behavior
+
+**STREET/URBAN (1990s Tokyo Youth Culture):**
+
+- **Aesthetic:** Baggy jeans, oversized tops, layered casual wear, authentic Japanese street fashion
+- **Materials:** Loose denim, knit textures, casual cotton with visible construction details
+- **Accessories:** Minimal - portable CD players, simple bags, period-accurate tech
+
+**FABRIC BEHAVIOR AUTHORITY:**
+
+- Oversized 1990s silhouettes with natural draping physics showing fabric weight
+- Knit textures behave differently from woven cotton - show stretch and cling appropriately
+- Denim shows authentic wash patterns and construction seaming
+- Natural wrinkle patterns reflecting real fabric behavior and movement
+
+**ANTI-FORMAL CONSTRAINTS (Mandatory):**
+
+- NO business suits or formal professional wear
+- NO fitted contemporary clothing or modern skinny silhouettes
+- NO formal dress shirts with ties
+- NO adult professional styling
+- NO generic modern fashion - must reflect authentic 1990s Japanese youth culture
+
+**COLOR SPECIFICATION AUTHORITY:**
+
+- **Production Format:** Color illustration in Katsura's authentic palette style
+- **Color Approach:** Soft naturalistic colors for romance contexts, slightly muted contemporary tones
+- **Period Accuracy:** 1990s-2000s color palette limitations - avoid oversaturated modern digital colors
+- **Application Method:** Colors applied deliberately without blending with black outlines (traditional manga coloring)
+- **Background Colors:** Subtle atmospheric colors that support but don't compete with character
+
+**WARDROBE VARIATION PROTOCOL:**
+
+- Cycle through authentic 1990s casual combinations avoiding identical repetition
+- Prioritize oversized/baggy over fitted clothing in all contexts
+- Seasonal appropriateness with authentic Japanese cultural considerations
+
+**YAML AUTHENTIC PROP POOLS:**
+
+```yaml
+Youth_Casual_90s: [oversized_backpack, portable_cd_player, 90s_tech, casual_accessories]
+School_Context: [loose_socks, randoseru_bag, school_supplies, seasonal_scarves] 
+Urban_Street: [casual_shoulder_bag, period_electronics, minimal_jewelry, youth_culture_items]
+Home_Intimate: [comfortable_accessories, books, simple_personal_items, natural_casual_elements]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (≥4):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "anime moe features", "doll-like simplification", "generic cute aesthetics"
+- "super-deformed proportions", "exaggerated anatomy", "cartoonish styling"
+- "flat empty backgrounds", "generic environments", "minimal setting detail"
+- "scratchy linework", "rough sketch quality", "unconfident line application"
+
+**CANVAS POSITIVES (≥4):**
+
+- "exactly [declared ratio]", "recomposed for character intimacy"
+- "naturalistic human anatomy", "realistic proportional accuracy", "contemporary fashion research"
+- "cinematic emotional framing", "psychological expression detail", "subtle internal state revelation"
+- "meticulously detailed environments", "photographic reference accuracy", "lived-in space authenticity"
+- "confident pen line quality", "traditional manga technique", "period-appropriate production methods"
+
+**VOCABULARY WARNINGS:** Avoid "ornate," "elaborate," "decorative" unless authentic to specific genre context. Avoid "cute," "moe," "kawaii" styling descriptors.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+**For Portrait Ratios (3:4, 2:3):** Character dominance 70-80%, intimate psychological framing, detailed environmental support, cinematic close-up priority
+
+**For Landscape Ratios (4:3):** Environmental integration 40%, character-setting relationship emphasis, realistic perspective construction
+
+**For Square (1:1):** Central character balance, decorative frame integration if appropriate to genre, radial composition harmony
+
+**KATSURA-SPECIFIC COMPOSITION ANCHORS:**
+
+**Perspective Regime:** Conventional linear perspective, photographic reference accuracy, convincing spatial construction
+
+**Figure-Ground Relationship:** Dynamic ratio serving narrative - 60%+ character focus for emotional scenes, 40% environmental for world-building
+
+**Cinematic Framing Logic:** Dramatic close-ups for psychological revelation, emotional state priority, intimate viewer connection
+
+**Detail Hierarchy:** Primary = character facial expression and gesture, Secondary = costume/fashion accuracy, Tertiary = environmental support detail
+
+**Environmental Authenticity:** Contemporary Japanese settings with photographic accuracy, cultural period details, "lived-in" space characteristics
+
+**SURFACE CONTEXT ANCHOR:** Manga manuscript paper with traditional production characteristics, offset lithography printing texture
+
+**PRODUCTION CONTEXT ANCHOR:** 1980s-2010s manga industry standard techniques and materials
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY POLICY:** OMIT ALL TEXT - Clean illustration format only
+
+**RATIONALE:** Focus on pure character illustration without publication design elements
+
+**IF TEXT ABSOLUTELY REQUIRED:**
+
+- Period-appropriate Japanese manga typography standards
+- Minimal integration that doesn't compete with character focus
+- Traditional manga lettering conventions for era
+- ≤3 words maximum, integrated naturally into composition
+
+------
+
+## Evidence-Based Validation Checklist
+
+- **Visual Evidence Verified:** Forensic analysis of 18 works confirms genre adaptations while maintaining realistic foundation
+- **Technical Consistency:** 100% realistic anatomical approach across all genres documented
+- **Production Authenticity:** Traditional pen/ink techniques with offset lithography characteristics specified
+- **Genre Coherence:** Seinen/Romance/Hero/School mode adaptations maintain Katsura signature while serving thematic needs
+- **Contemporary Accuracy:** Fashion, cultural, and technological details researched for period authenticity
+- **Character Focus Priority:** Cinematic emotional framing with environmental support maintaining 70% character dominance
+- **Material Physics:** Traditional manga production methods with visible screentone and halftone patterns
+- **IP Protection:** Original character design avoiding copyrighted manga elements while maintaining authentic style approach
+
+------
+
+## Critical Success Factors
+
+1. **Naturalistic Foundation:** All stylization builds from accurate human anatomy and movement
+2. **Contemporary Research:** Fashion, technology, and cultural details must reflect accurate period research
+3. **Emotional Authenticity:** Facial expressions convey complex internal states rather than generic emotions
+4. **Environmental Integration:** Backgrounds provide convincing, detailed world-building support
+5. **Genre Adaptation:** Visual approach adjusts appropriately for seinen/romance/hero/school contexts while maintaining core style
+6. **Production Accuracy:** Traditional manga techniques visible in final rendering with period-appropriate printing characteristics
+
+This framework ensures authentic Masakazu Katsura-style reproduction with proper genre sensitivity and technical accuracy based on comprehensive visual evidence analysis.
+
+---
diff --git a/styles/manga/naoki_urasawa_psychological_thriller.md b/styles/manga/naoki_urasawa_psychological_thriller.md
new file mode 100644
index 0000000..df95fe3
--- /dev/null
+++ b/styles/manga/naoki_urasawa_psychological_thriller.md
@@ -0,0 +1,252 @@
+---
+id: naoki_urasawa_psychological_thriller
+group: "Manga"
+movement: "Psychological Seinen Manga"
+artist: "Naoki Urasawa"
+display_name: "Naoki Urasawa - Psychological Thriller Realism"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3", "4:5", "3:2"]
+ratios_status: "provisional"
+ratios_notes: "2:3 supports intimate portraits, 4:5 heightens vertical tension, 3:2 opens investigative environments."
+modes: ["Character Study", "Investigative Scene"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: "Frame a contemplative protagonist chest-up with period-authentic urban cues in the midground."
+  identity_priority: ["expression", "asymmetry", "context"]
+about: >
+  Naoki Urasawa sketches ordinary faces with micro-expressions, asymmetry, and thriller tension.
+  This card preserves his forensic realism while spinning new conspiracies.
+---
+
+# Naoki Urasawa Manga
+
+**Version:** 8.0 - Evidence-Based Quantified Specifications
+ **Specificity:** Psychological Thriller/Seinen Manga (1994-2009 Production Era)
+ **Visual Evidence Base:** 25 reference images analyzed across Monster, 20th Century Boys, Pluto
+ **Purpose:** Authentic replication of Urasawa's signature psychological realism with period-accurate production methods
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Character Inspiration Authority:** Create entirely new Urasawa-style character using his construction methodology. Source provides ONLY: gender, hair styling/length, eye color, hair color, makeup status (if applicable).
+- **Technical Measurement Authority:** Quantitative specifications ("eyes maximum 8% face width", "1.2mm male upper eyelid line") override descriptive language.
+- **Process-Over-Result Priority:** 1994-2009 manga production methods supersede modern digital effects.
+- **Custom Flag Authorization:** Urasawa-specific flags permitted when standard options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate deliberately weathered or asymmetrical aesthetics when documented in evidence.
+- **Evidence-Based Precedence:** All specifications derived from visual analysis of authentic Urasawa works.
+- **Production Era Lock:** 1994-2009 manga techniques only - G-pen ink work, strategic screentone application, no digital effects.
+- **Urasawa-Specific Flags:**
+  - *Male Face Treatment:* `minimal-line-construction`, `angular-weathered-features`, `tiny-pupil-emphasis`, `asymmetrical-aging-markers`
+  - *Female Face Treatment:* `upper-lid-emphasis`, `oval-pupil-construction`, `minimal-lower-lid`, `makeup-conditional-rendering`
+  - *Production Method:* `authentic-screentone-dots`, `1990s-manga-printing`, `G-pen-organic-texture`, `manual-production-characteristics`
+  - *Psychological Context:* `micro-expression-complexity`, `internal-tension-indicators`, `contemplative-psychological-states`
+- **Canvas Control Flags:** `strict-reframe` (mandatory for single illustration)
+- **Material Physics Authority:** Traditional manga production specifications override aesthetic preferences.
+- **Cultural Production Authenticity:** Japanese seinen manga methods (1994-2009) take precedence over modern interpretations.
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Omit all text for single illustration focus.
+- **Safety/IP:** Character construction prioritized - authentic human variation including weathered features, asymmetries, and aging is essential for style authenticity.
+- **Age & wardrobe guardrail:** Contemporary adult neutral clothing appropriate to 1990s-2000s urban settings.
+- **Gender expression:** Apply Urasawa's documented gender-specific construction methods based on source detection.
+- **Material authenticity:** No digital filters or modern post-processing; authentic manga manuscript techniques with visible screentone patterns and organic G-pen line quality.
+- **Period Production Authenticity:** Traditional manga production methods (1994-2009) with G-pen ink work, strategic screentone application, manual production characteristics.
+- **Composition boundaries:** No panels, speech bubbles, or manga formatting elements - single illustration only.
+- **Failure Mode Flags:** Avoid anime autopilot, generic manga archetype, smooth digital rendering, oversized eyes, idealized features, pleasant expressions.
+- **Silent validation:** Apply Urasawa-specific checklist, ensure individual character construction with correct gender specifications.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw in **Naoki Urasawa Cinematic Psychological Seinen Manga** style for **single character illustration**.
+- **Character Inspiration Authority:** Create entirely new character using Urasawa's construction methodology. Source provides ONLY: gender, hair styling/length, eye color, hair color, makeup status (if applicable).
+- **GENDER DETECTION MANDATE:** Determine source gender and apply appropriate Urasawa construction specifications - male or female character building methodology.
+- **IP Safeguard Declaration:** Create original character design using Urasawa's individual construction principles, avoiding generic manga archetypes.
+- Declare **Face-Treatment Flag:** `minimal-line-construction` (Male) or `upper-lid-emphasis` (Female).
+- Declare **Pose Flag:** `contemplative-psychological-states`.
+- Declare **Canvas Control Flag:** `strict-reframe`.
+- **Urasawa Construction Dominance:** Individual character building methodology with gender-appropriate specifications supersedes conventional manga aesthetics.
+- **Mode Selector:** Single character illustration with cinematic psychological composition.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `2:3` (portrait orientation for character focus - preferred for psychological intimacy)
+- `4:5` (tall portrait for dramatic character emphasis)
+- `3:2` (landscape for environmental storytelling)
+- `1:1` (square for balanced character/environment composition)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely for Urasawa's cinematic composition principles
+- **Spatial Allocation:** Character placement optimizing psychological impact and individual recognition, 60-70% figure dominance
+- **Background Treatment:** Contemporary urban environmental support appropriate to 1990s-2000s settings with architectural accuracy
+- **Format Justification:** Portrait ratio serves character-focused illustration with psychological depth and cinematic intimacy
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Gekiga movement (adult psychological realism), Western cinema performance (Robert De Niro/Jack Nicholson subtle acting), Katsuhiro Otomo (cinematic detail), traditional manga production methods, European comics (Moebius influence)
+- **Medium/Production method:** Traditional G-pen ink work with strategic screentone application, manual production characteristics, organic line quality with visible texture, cross-hatching for dimensional shading
+- **Thematic purpose:** Individual character construction avoiding same-face syndrome, psychological depth through facial expression, contemporary urban authenticity, adult psychological complexity
+- **Quantified Hallmark Motifs:**
+  1. **Eyes 8% maximum face width** (much smaller than typical manga 15-25%)
+  2. **Male construction: equal thin lines upper/lower, 2mm maximum pupil diameter**
+  3. **Female construction: 1.5mm upper lid line, 0.3mm lower lid line, oval 3mm pupil**
+  4. **Facial asymmetries: 15-20% deviation from perfect symmetry**
+  5. **Weathered texture markers: 5-10 individual aging lines per character appropriate to apparent age**
+- **Period framing:** 1990s-2000s seinen manga production era, contemporary urban settings with period-accurate details
+- **Tone Tag:** Psychological character realism with individual specificity and contemplative complexity
+- **Production Era Authenticity:** Traditional manga manuscript methods with G-pen line work, screentone dot patterns, manual production characteristics, avoiding modern digital smoothness
+
+## 4) Technical Method & Mark-Making
+
+**MALE CHARACTER CONSTRUCTION SPECIFICATIONS:**
+
+- **Eye Construction Anchor:** Upper eyelid single thin line 1.2mm weight, tiny dark circle pupil 2mm maximum diameter, lower eyelid equal thin line 1.2mm weight - minimal functional approach with no eyelash emphasis. Eyes maximum 8% of face width.
+- **Facial Architecture Anchor:** Angular head shape with prominent defined jawlines measuring 15-20% wider than female equivalent, larger imposing head structure, heavy neck construction 1.3x female neck width, distinctive chin prominence with 10-15mm forward projection.
+- **Nose Construction Anchor:** Prominent nose structure measuring 12-15% of face width, angular bridge definition with asymmetrical characteristics, distinctive shape variations, hard clear side lines with shadow construction using parallel hatching.
+- **Mouth Construction Anchor:** Single thin expressive line 0.8mm weight for basic mouth, minimal lip definition, deep fold lines at corners measuring 3-5mm length showing tension, heavily shaded chin using cross-hatching technique.
+- **Eyebrow Construction Anchor:** Thick heavy eyebrows 2-3mm width, often furrowed with 5-10 degree angle variations, casting visible shadows over eyes using screentone application.
+
+**FEMALE CHARACTER CONSTRUCTION SPECIFICATIONS:**
+
+- **Eye Construction Anchor:** Thick arched line 1.5mm weight for upper eyelid (simulating eyelashes), oval-shaped pupil 3mm diameter, minimal thin line 0.3mm weight for lower eyelid - upper lid weight dominance. Eyes maximum 8% of face width.
+- **Facial Architecture Anchor:** Rounder head shape with gently curved jawlines measuring 10-15% narrower than male equivalent, smaller delicate chin with 5-8mm forward projection, slightly emphasized cheekbones, unique individual bone structure with ethnic specificity.
+- **Nose Construction Anchor:** Delicate bridge work measuring 8-10% of face width, soft nostril definition with small sharp lines 1-2mm length, less emphasized than male noses, blending organically into facial structure.
+- **Mouth Construction Anchor:**
+  - **Without Makeup:** Single expressive line 0.6mm weight with slight curve variations, minimal lip definition
+  - **With Makeup:** Fuller construction with 1.2mm upper lip line, distinct lower lip with soft shadow underneath using screentone, natural pink/red tinting in color mode
+- **Eyebrow Construction Anchor:** Thin natural eyebrows 1-1.5mm width, expressive following brow bone curve, crucial for emotional expression through 5-15 degree angle variations.
+
+**UNIVERSAL TECHNICAL SPECIFICATIONS:**
+
+- **Line Quality Anchor:** Organic G-pen line work with visible pressure variation, 1.2mm thick contours for major features (jaw, nose outline, hair), 0.5mm thin lines for subtle details (eye bags, wrinkles, lip lines), avoiding smooth digital rendering.
+- **Texture Application Anchor:** Cross-hatching using 0.3mm lines spaced 1-2mm apart for subtle shading under chin, next to nose, in deep eye sockets. Visible screentone patterns 20-60% density for atmospheric gradation. Individual weathering lines 5-10 per character appropriate to age.
+- **Hair Treatment Anchor:** Flowing strands in 5-8mm grouped sections suggesting natural movement, heavy black-fill for shape definition, fine 0.3mm lines for texture and individual hairs, realistic wave patterns.
+- **Individual Specificity Anchor:** Each facial feature constructed with unique characteristics - specific ethnic markers measuring 10-15% deviation from generic proportions, individual asymmetries, distinctive personality indicators through bone structure.
+- **Asymmetry Requirement Anchor:** Facial asymmetries measuring 10-20% deviation from perfect symmetry - one eye slightly different from other, nose bridge with subtle 2-5 degree angle variations, mouth corners at different heights.
+- **Weathering Texture Anchor:** Age-appropriate weathering lines 0.2-0.5mm weight, skin texture using light stippling technique, individual character flaws measuring 1-3mm (small scars, blemishes, aging markers).
+- **Screentone Application Anchor:** Dot patterns 40-60 LPI (lines per inch) for mid-tone creation, 20-80% density ranges for atmospheric gradation, texture patterns for material differentiation, avoiding smooth digital gradients.
+- **Production Method Anchor:** Manual manga production characteristics with authentic G-pen texture, screentone dot visibility upon close inspection, organic slightly rough edges measuring 0.1-0.3mm variation from perfect lines.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**WARDROBE SPECIFICATIONS:**
+
+- **Contemporary Adult Male:** 1990s-2000s period-appropriate casual/professional clothing - business suits, casual blazers, sweaters, realistic wear patterns
+- **Contemporary Adult Female:** 1990s-2000s period-appropriate casual/professional clothing - blouses, sweaters, jackets, realistic contemporary styling
+- **Cultural Accuracy:** Fashion choices reflecting urban professional lifestyle appropriate to psychological thriller contexts
+- **Material Physics:** Natural drape and texture appropriate to fabric type, realistic aging and use patterns
+- **Color Coordination:** Muted earth tones and contemporary colors appropriate to period and urban professional settings
+
+**ACCESSORY INTEGRATION:**
+
+- **Minimalist approach:** Maximum 1-2 meaningful elements supporting character psychology and narrative context
+- **Professional authenticity:** Items appropriate to urban professional lifestyle - glasses, watches, briefcases, notebooks
+- **Period accuracy:** 1990s-2000s appropriate accessories avoiding anachronistic elements
+
+**YAML PROP POOLS:**
+
+```yaml
+male_professional: [glasses, wristwatch, briefcase, notebook, pen, coffee_cup, newspaper]
+male_casual: [book, magazine, simple_bag, casual_jacket, urban_accessories]
+female_professional: [glasses, simple_jewelry, handbag, notebook, professional_accessories]
+female_casual: [book, simple_bag, casual_accessories, urban_lifestyle_items]
+psychological_context: [documents, photographs, letters, urban_objects, contemplative_props]
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (Evidence-Based Anti-Patterns):**
+
+- "eyes exceeding 8% face width", "oversized manga eyes", "generic anime proportions", "pleasant generic expressions", "symmetrical perfect features", "smooth digital rendering", "idealized beauty standards", "same-face syndrome", "conventional manga aesthetics", "modern digital post-processing", "Instagram filter effects", "smooth gradients without texture", "panel formatting", "speech bubbles", "manga text elements", "gender-inappropriate construction", "equal upper/lower eyelid emphasis", "large pupils exceeding 3mm", "generic facial geometry", "modern clothing anachronisms"
+
+**CANVAS POSITIVES (Mandatory Evidence-Based Elements):**
+
+- "exactly [declared ratio]", "Urasawa individual character construction", "eyes maximum 8% face width", "gender-appropriate construction specifications", "organic G-pen line quality", "cross-hatching shading techniques", "screentone texture 40-60 LPI visibility", "individual facial asymmetries 10-20% deviation", "ethnic characteristic specificity", "weathered authentic texture 5-10 aging lines", "unique bone structure creation", "psychological micro-expressions", "contemporary urban authenticity 1990s-2000s", "traditional manga production methods", "manual production characteristics", "contemplative psychological complexity"
+
+**VOCABULARY WARNINGS:** Avoid "anime," "manga-style," "cute," "idealized," "smooth," "perfect," "generic," "filter-like," "pleasant," "happy." Emphasize "individual," "distinctive," "weathered," "asymmetrical," "character-specific," "ethnically-authentic," "psychologically-complex," "gender-appropriate," "contemplative."
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **Portrait Ratios (2:3, 4:5):** Character-focused composition with psychological intimacy, figure dominance 60-70%, environmental support enhancing individual recognition
+- **Landscape Ratios (3:2):** Environmental storytelling with character integration, cinematic establishing shot principles
+- **Square (1:1):** Balanced character/environment interaction with equal narrative weight
+
+**URASAWA COMPOSITION PRINCIPLES:**
+
+- **Cinematic Logic:** Film storyboard composition with clear shot type intention (close-up character focus, mid-shot environmental integration)
+- **Psychological Staging:** Character placement supporting emotional narrative and contemplative psychological states
+- **Environmental Authenticity:** Modern urban settings with 1990s-2000s architectural accuracy and period details
+- **Atmospheric Integration:** Background elements enhancing character mood without competing for attention, 30-40% detail density relative to character
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Traditional manga manuscript paper simulation with smooth, non-textured background allowing clean ink application
+- **Environmental Support Anchor:** Contemporary urban backgrounds (office buildings, cityscapes, interior spaces) appropriate to period and psychological thriller context
+- **Cinematic Framing Anchor:** Film-influenced composition logic with clear narrative intention and character psychological focus
+- **Individual Recognition Anchor:** Composition optimizing character distinctiveness and contemplative psychological expression
+
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary Policy:** Omit all text entirely for pure character illustration focus
+- **Text Prohibition:** No panels, speech bubbles, sound effects, chapter titles, or manga formatting elements
+- **Justification:** Single character illustration format prioritizes visual character construction and psychological expression over textual narrative elements
+- **Format Specification:** Clean illustration without manga publishing elements, suitable for character study and psychological analysis
+- **Production Context:** Museum-quality character illustration without commercial manga formatting distractions
+
+------
+
+## Evidence-Based Validation Requirements
+
+**MANDATORY AUTHENTICITY CHECKS:**
+
+- ✅ Eye proportions: Maximum 8% of face width with gender-specific construction
+- ✅ Male eyes: 1.2mm upper/lower lines, 2mm maximum pupil
+- ✅ Female eyes: 1.5mm upper line, 0.3mm lower line, 3mm oval pupil
+- ✅ Facial asymmetries: 10-20% deviation from perfect symmetry
+- ✅ Weathered texture: 5-10 aging lines appropriate to character
+- ✅ G-pen line quality: Organic texture with 0.1-0.3mm variation
+- ✅ Screentone application: 40-60 LPI with visible dot patterns
+- ✅ Individual specificity: Unique ethnic characteristics and bone structure
+- ✅ Contemporary authenticity: 1990s-2000s urban professional context
+- ✅ Production era consistency: Traditional manga methods only
+
+**ANTI-PATTERN VERIFICATION:**
+
+- ❌ No eyes exceeding 8% face width (contradicts 100% evidence of small eye proportions)
+- ❌ No pleasant expressions (contradicts psychological complexity evidence)
+- ❌ No smooth digital rendering (contradicts G-pen texture evidence)
+- ❌ No same-face syndrome (contradicts individual construction evidence)
+- ❌ No gender-inappropriate construction (contradicts documented male/female differences)
+- ❌ No modern digital effects (contradicts 1994-2009 production evidence)
+
+**TECHNICAL PRECISION ANCHORS:**
+
+- Eye measurements: Maximum 8% face width, gender-specific construction ratios
+- Line weights: 1.2mm major contours, 0.5mm details, 0.3mm texture work
+- Asymmetry measurements: 10-20% facial deviation, 2-5 degree angle variations
+- Screentone specifications: 40-60 LPI, 20-80% density ranges
+- Weathering quantification: 5-10 individual aging lines per character
+
+This framework ensures authentic Naoki Urasawa character construction based on comprehensive visual evidence analysis with quantified specifications preventing generic manga aesthetics while maintaining the proven Universal Framework structure and essential guardrails.
+
+---
diff --git a/styles/manga/osamu_tezuka_showa_cinematic_manga.md b/styles/manga/osamu_tezuka_showa_cinematic_manga.md
new file mode 100644
index 0000000..2439638
--- /dev/null
+++ b/styles/manga/osamu_tezuka_showa_cinematic_manga.md
@@ -0,0 +1,225 @@
+---
+id: osamu_tezuka_showa_cinematic_manga
+group: "Manga"
+movement: "Showa Cinematic Manga"
+artist: "Osamu Tezuka"
+display_name: "Osamu Tezuka - Showa Cinematic Humanism"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["4:5", "2:3", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "4:5 frames character studies, 2:3 mirrors magazine covers, 1:1 delivers emblematic busts."
+modes: ["Character Study", "Adventure Scene"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "Center the star-system lead with supporting silhouettes sweeping along cinematic arcs."
+  identity_priority: ["silhouette", "expression", "gesture"]
+about: >
+  Osamu Tezuka married Disney timing with postwar optimism, bathing big-eyed heroes in flat gouache color.
+  This card keeps that hopeful cinema while introducing new archetypes and companions.
+---
+
+# Osamu Tezuka Manga
+
+**Version:** 1.0
+ **Purpose:** Evidence-based framework for replicating Osamu Tezuka's distinctive manga illustration style based on forensic analysis of authentic works from 1946-1980s.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications ("eye width 40% of face", "3mm brush line weight") override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flags (choose one):**
+  - *Tezuka Manga Core:* `ink-confident-line`, `watercolor-transparent`, `gouache-flat-color`, `brush-lettering-integration`, `cell-animation-shading`, `disney-eye-influence`, `emotional-clarity-priority`
+- **Pose Flags (choose one):** `cinematic-dynamic`, `heroic-stance`, `emotional-gesture`, `action-trajectory`, `disney-inspired-movement`
+- **Canvas Control Flags (choose one):** `strict-reframe`, `adaptive-extend`, `format-native`
+- **Material Physics Authority:** Ink, watercolor, and gouache specifications override aesthetic preferences.
+- **Star System Authorization:** Use of recurring Tezuka character archetypes permitted and encouraged.
+- **Emotional Clarity Mandate:** Expression must be immediately readable from silhouette and gesture.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks; original character designs only.
+- **Period Production Authenticity:** 1950s-1960s Japanese manga production methods with hand-lettering and manual color separation.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw in **Osamu Tezuka Disney-Influenced Shōwa-Era Cinematic Manga** style for **clean manga illustration**.
+- Identity via silhouette/gesture/expression with Disney-influenced emotional clarity.
+- **IP Safeguard Declaration:** Create original character design using Tezuka's "Star System" archetypes.
+- Declare **Face-Treatment Flag:** `disney-eye-influence` with `emotional-clarity-priority`
+- Declare **Pose Flag:** `cinematic-dynamic`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Tezuka's visual language dominates over photorealistic accuracy.
+- **Mode Selector:** Clean manga illustration (gallery print quality).
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `4:5` (Tezuka preferred portrait format for character studies)
+- `2:3` (standard manga cover proportion)
+- `1:1` (square format for character portraits)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely for Tezuka's cinematic composition
+- **Spatial Allocation:** Central character placement with 60-70% figure dominance
+- **Background Treatment:** Simplified or atmospheric elements supporting character focus
+- **Format Justification:** Chosen ratio serves Tezuka's character-centric storytelling approach
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Walt Disney (Bambi, Snow White), early American animation, Fleischer Studios, Felix the Cat, post-war Japanese humanist themes
+- **Medium/Production method:** Ink line work with watercolor/gouache color application, authentic 1950s manga production techniques
+- **Thematic purpose:** Post-war hope, humanism, technology vs. nature duality, emotional storytelling
+- **Hallmark motifs:** Large expressive eyes with multiple highlights, simplified facial features, dynamic hair rendering, "Star System" character archetypes, cinematic panel flow
+- **Period framing:** Shōwa-era Japan (1946-1989), post-war reconstruction period
+- **Tone Tag:** Optimistic humanism with Disney-influenced emotional clarity
+- **Production Era Authenticity:** Hand-lettered typography, manual color separation, phototypesetting integration
+
+## 4) Technical Method & Mark-Making
+
+- **Line Quality:** Clean confident ink outlines, 2-3mm brush weight, minimal interior detail, economy of line with maximum emotional impact
+- **Eye Construction:** 40% of face width, multiple highlight dots (primary upper-left large, secondary lower-right small), Disney-influenced tear-drop shape, clear emotional reading
+- **Hair Rendering:** Chunked segments with dynamic flow, 15-20 distinct hair masses (not individual strands), movement lines integrated, each chunk 8-12mm width for proper scale
+- **Color Application:** Flat gouache/watercolor areas with soft edge gradations, 70% flat color + 30% gradient transitions
+- **Shading Technique:** Cell-animation style color blocking, no photorealistic rendering, strategic shadow placement for emotional emphasis
+- **Surface Treatment:** Matte finish suggesting traditional media, visible paper texture through transparent washes
+- **Character Proportion:** Disney-influenced stylization, head-to-body ratio varies by character type (child protagonists 1:3, adult characters 1:6)
+- **Pose Dynamics:** Cinematic angles with 30-45 degree perspective shifts, movement lines indicating action trajectory
+- **Background Integration:** 70% figure focus, 30% environmental support, simplified geometric shapes for architectural elements
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Categories:**
+
+- **Child Hero (Astro Boy type):** Simple shorts/tunic, primary color blocking, minimal accessories
+- **Adventure Hero:** Flowing cape/coat, boots, heroic silhouette with dynamic fabric movement
+- **Authority Figure:** Formal wear, angular design, imposing color scheme (dark blues, blacks)
+- **Fantasy Character:** Period-appropriate costume with ornate details, theatrical presentation
+
+**Fabric Behavior:** Simplified drape with Disney-influenced animation principles, fabric follows action lines **Accessory Caps:** Minimalist 0-2 accessories maximum, focus on character essence **Color Palette:** Primary colors (red, blue, yellow) with strategic black/white contrast, limited 3-4 color schemes **Props:** Maximum 1 hero prop that supports character archetype and narrative function
+
+**YAML Prop Pools:**
+
+```yaml
+sci_fi: [robot_companion, ray_gun, control_device, flying_vehicle]
+adventure: [sword, cape, mask, heroic_insignia]
+everyday: [book, musical_instrument, simple_tool]
+fantasy: [magic_staff, crown, mystical_object, creature_companion]
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- "photorealistic rendering", "modern digital effects", "complex interior detail", "cynical narrative tone", "hyper-realistic anatomy", "photographic accuracy", "modern manga style", "excessive fine detail", "individual hair strands", "realistic fabric textures", "environmental clutter", "detailed finger anatomy", "knuckle definition", "fabric folds", "material physics", "textile realism", "strand-level hair", "architectural complexity", "environmental competition", "nose modeling", "iris detail", "complex shading"
+
+**Canvas Positives (≥2):**
+
+- "exactly [declared ratio]", "Disney-influenced emotional clarity", "confident ink line work", "watercolor transparency", "Star System character archetype", "cinematic composition", "optimistic humanism", "post-war hope theme", "radical simplification", "flat color masses", "geometric fabric shapes", "mitten-hand construction", "single-line nose", "maximum 3 highlight dots", "absolute line economy", "symbolic representation over realism"
+
+**Vocabulary Warnings:** Avoid "realistic," "modern," "complex detail." Emphasize "clarity," "emotion," "simplicity," "hope."
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **Portrait Ratios (4:5, 2:3):** Vertical character emphasis, heroic low-angle shots, emotional proximity
+- **Square (1:1):** Central balance with radial composition, equal weight distribution
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Cinematic angles with dramatic low/high shots, 30-45 degree perspective shifts for dynamic impact
+- **Figure:Ground Ratio:** 70% character dominance, 30% environmental support
+- **Density Management:** Strategic simplification, remove unnecessary detail to focus on emotional core
+- **Lighting Logic:** Clear directional lighting supporting emotional mood, Disney-influenced dramatic illumination
+- **Detail Hierarchy:** Face > pose > costume > props > background, with progressive simplification
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Paper/canvas texture visible through watercolor application
+- **Frame Policy:** No external frames or borders
+- **Production Context Anchor:** 1950s manga production authenticity with period-appropriate limitations
+- **Ratio Enforcement Anchor:** Composition designed specifically for declared format
+
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary Policy:** Omit text entirely for clean illustration focus
+- **If Typography Required:**
+  - Hand-lettered brush style authentic to 1950s Japanese manga
+  - AntiGothi combination (Gothic + Antique) for dialogue
+  - Maximum 6 words, integrated organically into composition
+  - No modern fonts or digital typesetting effects
+
+------
+
+## Genre-Specific Sub-Frameworks
+
+### Science Fiction Works
+
+- **Color Emphasis:** Metallic grays, electric blues, warning reds
+- **Props:** Technology integration, robot companions, space environments
+- **Pose Focus:** Dynamic action with technological interaction
+
+### Adventure Stories
+
+- **Color Emphasis:** Earth tones with heroic primary accents
+- **Props:** Classic adventure gear (swords, capes, masks)
+- **Pose Focus:** Heroic stances with flowing fabric dynamics
+
+### Character Studies
+
+- **Color Emphasis:** Warm primaries with emotional color psychology
+- **Props:** Minimal, personality-defining objects only
+- **Pose Focus:** Emotional clarity through gesture and expression
+
+### Fantasy Works
+
+- **Color Emphasis:** Rich theatrical colors with magical accent tones
+- **Props:** Period costume elements, mystical objects
+- **Pose Focus:** Theatrical presentation with ornate costume display
+
+------
+
+## Validation Framework
+
+**Essential Elements Checklist:**
+
+- Disney-influenced large expressive eyes with multiple highlights
+- Clean confident ink line work with 2-3mm brush weight
+- Watercolor/gouache color application with flat areas and soft gradients
+- Simplified background supporting character focus
+- Star System character archetype utilization
+- Cinematic composition with dynamic perspective
+- Post-war optimistic humanism theme integration
+- Period-authentic production method simulation
+- Emotional clarity readable from silhouette alone
+
+**Anti-Pattern Detection:**
+
+- Modern manga styling (avoid)
+- Photorealistic rendering (avoid)
+- Complex interior detail (avoid)
+- Cynical or dark narrative tone (avoid)
+- Modern digital effects (avoid)
+
+This framework prioritizes Tezuka's fundamental artistic philosophy: emotional storytelling through clear, simplified visual language that communicates hope and humanity in the post-war era.
+
+---
diff --git a/styles/manga/riyoko_ikeda_historical_shojo.md b/styles/manga/riyoko_ikeda_historical_shojo.md
new file mode 100644
index 0000000..df89c62
--- /dev/null
+++ b/styles/manga/riyoko_ikeda_historical_shojo.md
@@ -0,0 +1,236 @@
+---
+id: riyoko_ikeda_historical_shojo
+group: "Manga"
+movement: "Year 24 Group Shoujo"
+artist: "Riyoko Ikeda"
+display_name: "Riyoko Ikeda - Revolutionary Shoujo Romance"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["3:4"]
+ratios_status: "provisional"
+ratios_notes: "Ikeda staged Year 24 portraits on 3:4 sheets tailored to tankobon serialization."
+modes: ["Romantic Portrait", "Historical Tableau"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: "Let two protagonists overlap within rose-laden emotion-scapes or Versailles interiors."
+  identity_priority: ["expression", "costume", "gesture"]
+about: >
+  Riyoko Ikeda turns French revolution melodrama into cascading screentone roses and tear-bright eyes.
+  This card safeguards that operatic intensity while chronicling new courts and rebellions.
+---
+
+# Riyoko Ikeda
+
+**Version:** 4.2 (Ikeda Calibration) **Evidence Base:** 11 authenticated artworks analyzed via forensic examination **Purpose:** Generate authentic Riyoko Ikeda-style 1970s shoujo manga art with period-accurate technical specifications and proper sexual dimorphism
+
+------
+
+## Renderer-Agnostic Adapter - Ikeda Calibration
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Character identity via silhouette/gesture/expression with Ikeda's distinctive romantic shoujo aesthetics
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** 1970s screentone application and offset lithography techniques supersede digital preferences
+- **Anti-Conventional Bias:** Authority to generate extreme emotional expressiveness when authentic to Year 24 Group evolution
+- **Face-Treatment Flags (Ikeda-Specific):**
+  - *Primary Mode:* `ikeda-screentone-application`, `year24-group-shoujo`, `1970s-offset-lithography`
+  - *Eye Treatment:* `large-liquid-expressive`, `gleam-and-glitter-reflections`, `emotional-dominance-primary`
+  - *Historical Context:* `rose-of-versailles-era`, `pre-digital-production`, `senka-paper-texture`
+  - *Gender Differentiation:* `subtle-shoujo-dimorphism`, `androgynous-capability`, `romantic-idealization`
+- **Pose Flags:** `gestural-romantic-dramatic`, `theatrical-intensity`, `emotion-driven-positioning`
+- **Canvas Control Flags:** `strict-reframe`, `tankoubon-proportion`, `emotion-collage-layout`
+- **Screentone Application Authority:** Manual 1970s screentone techniques with visible cut edges and application artifacts mandatory
+- **Material Physics Authority:** Senka paper texture and offset lithography printing specifications override digital preferences
+- **Commercial Production Authenticity:** 1972-1973 serialization methods with characteristic printing imperfections
+- **Quantifiers authoritative:** Numeric anchors are targets
+- **Text policy:** Omit all text elements for clean art piece
+- **Safety/IP:** No nudity/gore; original character designs avoiding copyrighted Rose of Versailles elements
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral
+- **Gender expression:** Respect presented identity with documented Ikeda sexual dimorphism patterns and androgynous capabilities
+- **Material authenticity:** Traditional screentone and ink techniques only; no digital filters or modern post-processing
+- **Period Production Authenticity:** Offset lithography with authentic 1970s imperfections and paper aging characteristics
+- **Composition boundaries:** No rigid panel grids; emotion-driven overlapping compositions only
+- **Failure Mode Flags:** Avoid cinematic layouts, digital effects, or modern manga conventions
+- **Silent validation:** Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (tankōbon manga format) - ignore source image dimensions completely
+- Redraw in **Riyoko Ikeda 1970s Year 24 Group Shoujo Manga Style** for **clean manga illustration**
+- Identity via silhouette/gesture/expression using Ikeda's romantic idealized character design principles
+- **IP Safeguard Declaration:** Create original character designs avoiding copyrighted Rose of Versailles elements while maintaining authentic Year 24 Group aesthetic
+- Declare **Face-Treatment Flag:** `ikeda-screentone-application`
+- Declare **Pose Flag:** `gestural-romantic-dramatic`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Ikeda's emotional expressiveness and 1970s shoujo technical methods supersede source image characteristics
+- **Mode Selector:** Clean manga illustration (no text elements)
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4` (tankōbon manga format, optimized for 1970s shoujo publication standards)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Strict recomposition for 3:4 vertical shoujo format
+- **Spatial Allocation:** Character dominance ≥60%, following Ikeda's emotion-driven composition principles
+- **Background Treatment:** Dual-mode approach - ornate historical detail OR abstract symbolic patterns (flowers, sparkles, gradients)
+- **Format Justification:** 3:4 ratio serves emotional storytelling with collage-like overlapping panel aesthetics
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Year 24 Group revolutionary shoujo movement, second-wave feminism, Japanese student activism, European literature and cinema, 18th century French historical context
+- **Medium/Production method:** Full color illustration using traditional media techniques, authentic 1970s color application methods, detailed color work maintaining shoujo aesthetic principles
+- **Thematic purpose:** Psychological interiority exploration, complex historical drama, romantic idealization with emotional depth
+- **3-5 hallmark motifs:**
+  1. Large liquid eyes with "gleam and glitter" - intricate light reflections dominating facial composition (40-50% of face height)
+  2. Emotion-driven collage-like panel compositions rejecting rigid cinematic grids
+  3. Backgrounds dissolving into abstract symbolic patterns during emotional peaks (flowers, sparkles, atmospheric gradients)
+  4. Elaborate historical costumes with ornate decorative details
+  5. Androgynous character design capability blurring traditional gender markers
+- **Period framing:** 1972-1973 Rose of Versailles serialization era, pre-digital manga production golden age
+- **Tone Tag:** Heightened emotionalism with romantic dramatic intensity
+- **Production Era Authenticity:** Offset lithography printing with visible screentone application artifacts and characteristic paper aging
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Line Quality:** Variable weight ink lines ranging from delicate fine details (0.3mm) to bold emphatic outlines (2mm), nervous animated quality with visible paper texture interaction
+- **Eye Construction - Universal Foundation:** Large expressive eyes serving as primary emotional vehicle with Ikeda's distinctive shoujo proportions
+- **Eye Construction - Female Characters:** Almond shape with dramatic high-arc upper lid, dominating facial composition at 40-50% of face height. Iris extremely large taking up almost entire exposed eyeball area with deep dark color and high gloss reflectivity. Primary highlight: large bright white circular highlight dominating center-top of pupil/iris. Secondary highlights: multiple smaller star-shaped multi-point highlights clustered and radiating near center creating sparkling glittering effect. Upper eyelashes: thick long heavily clustered in distinct groups radiating outward with dramatic volume and curl, thick dark eyelid line. Lower eyelashes: shorter sparsely distributed as small precise spikes. Single clean high supratarsal fold following large arc of upper lid.
+- **Eye Construction - Male Characters:** Large eyes by shoujo standards but smaller than female proportions, more angular eye shape with controlled emotional expression, simpler highlight patterns, less elaborate lash construction while maintaining shoujo delicacy
+- **Body Proportions - Female Characters:** Elongated slender graceful figures, narrow shoulders with pronounced waist definition, romantic flowing movement
+- **Body Proportions - Male Characters:** Broader shoulders with more geometric body structure, military bearing and posture, structured masculine silhouettes
+- **Androgynous Design Capability:** Lady Oscar archetype combining feminine facial features with masculine clothing and styling, intentional gender marker blurring
+- **Screentone Application:** Manual 1970s preprinted adhesive sheets applied with stylus rubbing and burnishing tools, visible cut edges and slight misalignments, mechanical dot patterns for atmospheric effects
+- **Historical Costume Detail:** Elaborate 18th century French court dress with ornate decorative elements for females, military uniforms with structured geometric cuts for males
+- **Paper Surface Authenticity:** Senka paper texture (thin colored newsprint) or standard book paper with characteristic yellowing and ink absorption patterns
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** 18th century French historical accuracy with court and military dress codes
+
+- **Female Clothing Philosophy:** Elaborate period costumes with ornate decorative details, flowing fabrics revealing silhouette, intricate rococo ornamentation, court dress with panniers and elaborate sleeves
+
+- **Male Clothing Philosophy:** Military uniforms with structured geometric cuts, minimal ornamentation, emphasis on rank and function, double-breasted coats with gold trim and epaulettes
+
+- **Androgynous Clothing:** Military-style uniforms on feminine figures, gender-blurring formal wear combining masculine tailoring with feminine proportions
+
+- **Fabric behavior:** Period-accurate heavy brocades, silks, and military wool with appropriate drape and structure
+
+- **Accessory caps:** Female 3-5 decorative elements (jewelry, ribbons, hair ornaments, fans); Male 1-2 functional military elements (swords, insignia)
+
+- **Color palette:** Authentic 1970s screentone limitations creating high-contrast black and white with selective color accents
+
+- **Historical accuracy:** Documented 18th century French fashion with attention to class distinctions and period-appropriate construction
+
+- **Props:** Maximum 1 hero prop supporting historical narrative (swords, fans, letters, roses)
+
+- **Coherence filter:** All elements support Rose of Versailles historical context; fallback = character emotional focus
+
+- **YAML prop pools:**
+
+  ```yaml
+  court_props:  - ornate_fans  - jewelry_accessories  - letter_correspondence  - rose_bouquetsmilitary_props:  - ceremonial_swords  - military_insignia  - formal_gloves  - rank_indicators
+  ```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "rigid cinematic panel grids"
+  - "digital photo filters", "modern offset printing", "photorealistic backgrounds"
+  - "emotionally restrained expressions", "uniform line weight", "modern manga conventions"
+  - "conventional gender roles", "simple character designs", "minimal historical detail"
+- **Canvas Positives (≥2):**
+  - "exactly 3:4 tankōbon manga ratio", "full color illustration with traditional media authenticity"
+  - "large liquid eyes with crystalline gleam and glitter reflections 40-50% face height", "emotion-driven collage compositions"
+  - "female characters: elaborate historical costumes, maximum eye expressiveness with liquid emotional depth, narrow shoulders, romantic idealization"
+  - "male characters: military uniforms, broader shoulders, angular jaw definition, controlled emotional expression with shoujo delicacy"
+  - "overlapping borderless panels", "backgrounds dissolving into symbolic patterns during emotional peaks"
+  - "authentic Ikeda facial proportions and liquid eye quality", "romantic dramatic emotional intensity"
+- **Vocabulary warnings:** Avoid "realistic," "cinematic," "modern," "digital." Prioritize "romantic," "emotional," "theatrical," "idealized," "historical"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For 3:4 Portrait:** Vertical emphasis accommodating emotion-driven layouts, character dominance ≥60%
+
+**IKEDA-SPECIFIC COMPOSITION:**
+
+- **Panel Structure:** Emotion-driven collage-like compositions explicitly rejecting rigid cinematic grids, overlapping borderless panels with permeable boundaries
+- **Perspective regime:** Subjective psychological framing prioritizing emotional impact over objective spatial reality
+- **Figure:ground %:** 60% character focus minimum, backgrounds dissolve completely during emotional intensity peaks
+- **Density %:** High intricate detail in character costumes and facial features, simplified or abstracted backgrounds for emotional focus
+- **Lighting logic:** Dramatic romantic lighting supporting heightened emotional atmosphere, screentone gradients for tonal effects
+- **Detail:negative space ratio:** Strategic negative space allowing elaborate costume details to dominate visual hierarchy
+
+**BACKGROUND TREATMENT:**
+
+- **Dual Mode Approach:** Ornate historical settings establishing 18th century French context OR abstract symbolic "emotion-scapes" (decorative floral patterns, cascading sparkles, atmospheric gradients)
+- **Emotional Externalization:** Physical backgrounds abandoned during peak emotional moments, replaced by symbolic patterns representing character interior states
+- **Surface Context:** Senka paper (magazine serialization) or aged book paper (tankōbon collection) with characteristic texture and yellowing
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Offset lithography on period-appropriate paper with visible texture and aging characteristics
+- **Frame/Band Anchor:** Omit rigid panel structures - focus on fluid emotional boundaries
+- **Production Context Anchor:** 1972-1973 pre-digital manga production constraints with manual screentone application
+- **Ratio Enforcement Anchor:** Strict 3:4 vertical composition optimized for shoujo emotional storytelling
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** **OMIT** all text elements
+- **Clean Art Focus:** Pure illustration without dialogue, sound effects, or publication elements
+- **Character-Centric:** Composition designed for emotional expression through large expressive eyes and romantic dramatic poses
+- **Visual Narrative:** Meaning conveyed through Ikeda's psychological interiority approach and symbolic background elements
+- **Format-Specific Text Rules:** N/A - text completely omitted for clean manga art piece
+- **Production Method Integration:** N/A - focusing on illustration elements only
+
+------
+
+## Ikeda-Specific Validation Anchors
+
+- **Eye Dominance Test:** Eyes must dominate facial composition at 40-50% face height with intricate "gleam and glitter" reflections
+- **Sexual Dimorphism Verification:** Subtle but clear distinction between female romantic idealization and male angular definition while maintaining shoujo delicacy
+- **Screentone Authenticity:** Manual 1970s application artifacts with visible cut edges and mechanical dot patterns
+- **Emotional Expression Check:** Heightened dramatic expressions avoiding stoic or restrained characterization
+- **Historical Accuracy:** Period-appropriate 18th century French costumes and settings with documented details
+- **Composition Flow:** Emotion-driven collage layouts rejecting rigid cinematic panel grids
+- **Background Dissolution:** Symbolic pattern replacement during emotional intensity peaks
+- **Production Authenticity:** All elements reflect 1970s pre-digital manga production with offset lithography characteristics
+- **Androgynous Capability:** Framework can generate Lady Oscar-type characters blurring traditional gender markers
+- **Material Surface Accuracy:** Senka paper texture or aged book paper characteristics affecting final image quality
+
+------
+
+This framework enforces authentic Riyoko Ikeda technical execution including the Year 24 Group's revolutionary shoujo innovations, distinctive sexual dimorphism patterns, and 1970s production authenticity while maintaining the Universal Prompt's systematic approach to canvas control and measurable artistic specifications.
+
+---
diff --git a/styles/manga/rumiko_takahashi_romantic_manga.md b/styles/manga/rumiko_takahashi_romantic_manga.md
new file mode 100644
index 0000000..ec47923
--- /dev/null
+++ b/styles/manga/rumiko_takahashi_romantic_manga.md
@@ -0,0 +1,256 @@
+---
+id: rumiko_takahashi_romantic_manga
+group: "Manga"
+movement: "Romantic Comedy Shonen Manga"
+artist: "Rumiko Takahashi"
+display_name: "Rumiko Takahashi - Romantic Comedy Dynamo"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3", "4:5", "4:3"]
+ratios_status: "provisional"
+ratios_notes: "2:3 mirrors tankobon covers, 4:5 suits poster plates, 4:3 opens room for ensemble antics."
+modes: ["Romantic Cover", "Dynamic Ensemble"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "Give the lead 60 percent of the frame with friends orbiting in comedic motion lines."
+  identity_priority: ["silhouette", "expression", "gesture"]
+about: >
+  Rumiko Takahashi pairs slapstick kinetics with heartfelt romance, rendering big eyes, voluminous hair, and pastel washes.
+  This card keeps that 1980s watercolor charm while inventing new cast lineups.
+---
+
+# Rumiko Takahashi Manga
+
+**Version:** 4.2
+ **Specificity:** Shōnen/Romantic Comedy Manga (1978-1990s Production Era)
+ **Visual Evidence Base:** 12 reference images analyzed
+ **Purpose:** Authentic replication of Takahashi's signature romantic-comedy manga aesthetic with period-accurate production methods
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source dimensions; compose for manga cover format (2:3 or 4:5 ratio)
+- **Style over likeness:** Apply Takahashi's techniques to preserve model identity via silhouette/gesture/expression
+- **Technical Measurement Authority:** Quantitative specifications ("15-20% eye height", "120-150% hair volume") override descriptive language ("large eyes", "voluminous hair")
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** Takahashi-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate deliberately exaggerated or comedic aesthetics when historically accurate
+- **Evidence-Based Precedence:** All specifications derived from visual analysis of authentic Takahashi covers and pages
+- **Production Era Lock:** 1978-1990s manga techniques - minimal screentone, clean line emphasis, romantic color palettes
+- **Takahashi-Specific Flags:**
+  - *Face Treatment:* `large-eyes-mandatory`, `soft-curved-features`, `expressive-eyebrows`, `romantic-proportions`, `gentle-line-quality`
+  - *Style Context:* `takahashi-aesthetic`, `watercolor-technique`, `clean-line-emphasis`, `emotional-expression-priority`
+  - *Color Approach:* `watercolor-technique-primary`, `paper-texture-visible`, `organic-bleeding-edges`, `atmospheric-wash-backgrounds`, `color-saturation-variation`
+  - *Production Method:* `minimal-screentone`, `clean-areas`, `motion-lines`, `authentic-1980s-methods`
+  - *Pose Anchors:* `dynamic-gestures`, `energetic-movement`, `expressive-positioning`
+- **Canvas Control Flags:** `strict-reframe` (mandatory for manga format)
+- **Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique:** Viewing distance requirements affect detail hierarchy and emotional impact
+- **Cultural Production Authenticity:** Japanese shōnen manga methods take precedence over modern interpretations
+- **Quantifiers authoritative:** numeric anchors are targets
+- **Text policy:** Only render text if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; original character design avoiding copyrighted elements
+- **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral
+- **Gender expression:** Respect presented (female prominence is thematic tendency, not override)
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic watercolor-on-paper characteristics with visible texture and organic bleeding
+- **Period Production Authenticity:** For 1980s manga style, use period-appropriate watercolor techniques with natural paper texture - avoid modern digital gradient perfection and flat color fills
+- **Watercolor Authority:** Traditional watercolor bleeding and paper texture supersedes digital smoothness; authentic hand-painted characteristics required
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Failure Mode Flags:** Avoid genre drift defaults (moe autopilot, digital painting smoothing, etc.)
+- **Silent validation:** Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 or 4:5 manga cover ratio** - ignore source image dimensions completely
+- Redraw in **Rumiko Takahashi 1980s Romantic-Comedy Manga Style** for **clean manga cover print**
+- Identity via soft facial features, large expressive eyes, dynamic gesture language
+- **IP Safeguard Declaration:** Original character avoiding copyrighted elements from Urusei Yatsura/Inuyasha/Ranma, maintaining authentic Takahashi aesthetic
+- **Face-Treatment Flag:** `large-eyes-mandatory`
+- **Pose Flag:** `dynamic-gestures`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Takahashi's romantic-comedy aesthetic dominates all other considerations
+- **Mode:** Manga cover art (clean print, no masthead)
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO OPTIONS:**
+
+- `2:3` (standard manga cover)
+- `4:5` (modern manga/poster format)
+- `4:3` (landscape for ensemble group shots)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe preserving model identity within Takahashi aesthetic
+- **Spatial Allocation:** Single character 60-80% frame occupation, adapt for user-specified character count
+- **Background Treatment:** Gender-adaptive atmospheric contexts - romantic pastel washes with decorative elements (stars, flowers) for female characters, environmental/natural settings with muted atmospheric effects for male characters
+- **Format Justification:** Ratio selection serves character interaction display and romantic-comedy storytelling needs
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Shōnen manga traditions, romantic comedy genre conventions, Japanese pop culture of the 1980s
+- **Medium:** Traditional manga production - clean pen linework with minimal screentone, emphasis on character expression and dynamics
+- **Thematic Purpose:** Character-driven storytelling with comedy and emotional depth, gender-appropriate contexts and scenarios
+- **Quantified Hallmark Motifs:**
+  1. Large expressive eyes (15-20% face height, 25-30% face width per eye)
+  2. Voluminous detailed hair (120-150% head circumference mass)
+  3. Soft curved features (85% curved lines, 15% angular)
+  4. Dynamic character poses (80% active gestures/movement)
+  5. Romantic decorative elements (florals, stars, patterns in 50-60% compositions)
+- **Period Framing:** 1978-1990s Japanese shōnen manga production era
+- **Tone Tag:** Romantic-comedy-energetic
+- **Production Era Authenticity:** Clean line techniques, minimal screentone usage, emphasis on character expression over technical detail
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Line Quality:** Clean confident strokes, 0.5mm primary weight, 0.3mm detail work, soft curve emphasis
+- **Eye Construction:** Oversized proportions 15-20% face height, 25-30% face width per eye, highly expressive with detailed highlights
+- **Hair Rendering:** Voluminous mass 120-150% head circumference, detailed strand work, dynamic flow patterns
+- **Feature Softness:** 85% curved line construction, minimal angular elements, gentle transitions
+- **Eyebrow Expression:** Thick mobile brows 8-12% of eye height, primary emotion indicators
+- **Screentone Application:** Minimal usage 10-20% coverage, clean area preference 60-70% white space
+- **Motion Representation:** Speed lines in 70% action scenes, impact effects, reaction bursts
+- **Color Palette Execution:** Gender-adaptive watercolor technique - romantic pastels (pink, lavender, mint) for female characters, earth tones (brown, tan, orange) and muted primaries for male characters, with paper texture visibility and organic bleeding edges in all cases
+- **Background Treatment:** 70-80% single tone washes or gradients, romantic element integration
+- **Scale Hierarchy Anchor:** Character expression dominance over environmental detail, emotional impact prioritized
+- **Material Authenticity:** Traditional pen and ink techniques with clean paper interaction
+- **Production Method Anchor:** 1980s manga printing with characteristic clean reproduction
+- **Pose Specification:** Dynamic gestures, comedic reactions, romantic positioning, group interaction emphasis
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe Categories:** School uniforms (sailor suits, blazers), casual 1980s fashion, traditional Japanese clothing, fantasy/period costumes
+
+- **Fabric Behavior:** Clean rendering with minimal fold detail, emphasis on silhouette and character recognition
+
+- **Color Coordination:** Support pastel palette system with romantic color combinations
+
+- **Accessory Cap:** Minimalist 0-2 items - hair ornaments, simple jewelry, character-defining props
+
+- **Props:** 1 hero prop maximum contextually appropriate to character gender and scenario, total ≤1 for clean composition
+
+- **Coherence Filter:** All elements support character context and gender-appropriate activities, fallback to clean scene
+
+- **YAML Prop Pools (Gender-Specific):**
+
+  ```yaml
+  female_props: [flowers, love_letters, heart_symbols, cherry_blossoms, school_supplies, magical_items]male_props: [sports_equipment, martial_arts_weapons, books, adventure_gear, athletic_items, tools]neutral_props: [everyday_objects, food_items, simple_accessories]
+  ```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+- **Canvas Negatives (Evidence-Based Anti-Patterns):**
+  - "small eyes", "angular features", "static poses", "monochromatic palette"
+  - "heavy screentone usage", "complex backgrounds", "any text inclusion"
+  - "speech bubbles", "Japanese characters", "written elements"
+  - "realistic proportions", "subdued colors", "gender conversion", "character count changes"
+- **Canvas Positives (Mandatory Elements):**
+  - "exactly 2:3 or 4:5 manga ratio", "large expressive eyes 15-20% face height"
+  - "soft curved features 85%", "dynamic character poses", "watercolor technique dominance"
+  - "model identity preservation", "user specification adherence", "clean minimal screentone"
+  - "voluminous hair 120-150% head mass", "authentic 1980s manga methods"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- **For Portrait Ratios (2:3, 4:5):** Character dominance with romantic/comedic focus
+- **For Landscape Ratios (4:3):** Ensemble staging with relationship dynamics
+- **Format-specific layout:** Manga cover reading patterns with emotional impact priority
+
+**TAKAHASHI-SPECIFIC COMPOSITION:**
+
+- **Single Character Priority:** Default to single character matching user input; preserve model gender and identity
+- **Character Count Adherence:** Generate exactly the number of characters specified or implied by user input
+- **Figure:Ground Ratio:** 60-80% for single character, adapt proportionally for user-specified character count
+- **Dynamic Posing:** Individual character energy through active gestures and expressive positioning
+- **Background Context:** Atmospheric watercolor backgrounds supporting character without overwhelming
+- **Style Application:** Apply Takahashi's aesthetic techniques TO the specified character(s), not override character specifications
+
+**TAKAHASHI STYLE CONTEXT (Historical Reference Only):**
+
+- *Note: Takahashi often drew ensemble casts and romantic scenarios, but generation must follow user specifications*
+- *Decorative Elements:* Include romantic elements (stars, flowers, patterns) for female characters, environmental elements for male characters
+- *Emotional Range:* Comedy, romance, drama as suits the specified character and scenario
+- *Character Context:* Female characters often in romantic/school settings, male characters in sports/adventure/martial arts contexts
+- *Color Adaptation:* Romantic pastels for female subjects, earth tones and muted primaries for male subjects
+
+**REQUIRED COMPOSITION ANCHORS:**
+
+- **Model Preservation:** Maintain core identity characteristics of source model while applying Takahashi aesthetic
+- **User Specification Priority:** Character count, gender, and basic characteristics follow user input exactly
+- **Surface Context:** Clean manga page/cover surface with watercolor atmosphere
+- **Production Context:** 1980s manga printing with authentic watercolor characteristics
+- **Ratio Enforcement:** Composition designed specifically for declared ratio optimized for specified character count
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Text Policy:** ABSOLUTELY OMIT all text, speech bubbles, Japanese characters, and written elements for clean art print
+- **No Exceptions:** Zero tolerance for text inclusion regardless of source material showing text
+- **Clean Art Focus:** Pure visual artwork without any textual contamination
+
+------
+
+## Evidence-Based Validation Requirements
+
+**MANDATORY AUTHENTICITY CHECKS:**
+
+- ✅ Large expressive eyes: 15-20% face height specification
+- ✅ Soft curved features: 85% curved line construction
+- ✅ Voluminous hair: 120-150% head circumference mass
+- ✅ Dynamic posing: 80% active gesture requirement
+- ✅ Gender-adaptive color treatment: Pastels for female characters, earth tones for male characters
+- ✅ Model identity preservation: Maintain source characteristics within Takahashi style
+- ✅ Gender-appropriate backgrounds: Romantic elements for female, environmental for male
+- ✅ User specification adherence: Character count, gender, and context respect
+- ✅ Watercolor technique: Paper texture visibility and organic bleeding
+- ✅ Production era consistency: 1980s manga methods
+
+**ANTI-PATTERN VERIFICATION:**
+
+- ❌ No small eyes (contradicts 100% large eye evidence)
+- ❌ No angular features (contradicts soft curve preference)
+- ❌ No static poses (contradicts 'constant activity' description)
+- ❌ No heavy screentone (contradicts clean area evidence)
+- ❌ No universal romantic treatment (contradicts gender-specific approach)
+- ❌ No gender-inappropriate backgrounds (contradicts context adaptation)
+
+**TECHNICAL PRECISION ANCHORS:**
+
+- Eye proportions: 15-20% face height, 25-30% face width per eye
+- Hair volume: 120-150% head circumference mass
+- Line weights: 0.5mm primary, 0.3mm detail
+- Color adaptation: Gender-specific palettes (pastels vs. earth tones)
+- Character activity: 80% dynamic poses minimum
+
+This framework ensures authentic Rumiko Takahashi manga style replication based on comprehensive visual evidence analysis, emphasizing her distinctive romantic-comedy aesthetic, character-driven storytelling, and clean production techniques while maintaining the enhanced Universal Framework v4.2 structure and precision requirements.
+
+------
diff --git a/styles/medieval_illumination/gothic_manuscript_illumination.md b/styles/medieval_illumination/gothic_manuscript_illumination.md
new file mode 100644
index 0000000..7182c62
--- /dev/null
+++ b/styles/medieval_illumination/gothic_manuscript_illumination.md
@@ -0,0 +1,275 @@
+---
+id: gothic_manuscript_illumination
+group: "Medieval Illumination"
+movement: "15th-Century International Gothic"
+artist: "Gothic Court Workshops"
+display_name: "Gothic Manuscript Illumination — Courtly Light"
+style_scope: "movement"
+hero_image: null
+ratios: ["3:4", "2:3", "4:5"]
+ratios_status: "provisional"
+ratios_notes: "Tall 3:4 folios stage courtly scenes, 2:3 supports calendar miniatures, and 4:5 panels frame devotional diptychs."
+modes: ["Calendar Folio", "Courtly Devotion"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 5
+  layout_hint: "Arcade the margins with floral gilding and populate interiors with elegant courtiers."
+  identity_priority: ["gesture", "fabric", "gilding"]
+about: >
+  International Gothic illuminators bathed aristocrats in rose madder, ultramarine, and punched gold halos.
+  We honor their lacework borders and atmospheric perspective while composing new calendars and devotions.
+---
+
+**Version:** 4.2
+ **Purpose:** A forensically-researched scaffold for generating authentic 15th-century Gothic manuscript illumination based on visual evidence analysis of the Très Riches Heures du Duc de Berry, Golden Bull of Charles IV, and International Gothic masterworks. Emphasizes hierarchical social representation, atmospheric innovation, and ultramarine status symbolism with precise material authenticity.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Maintain historical stylistic conventions while preserving core facial structure and distinctive features through period-appropriate Gothic representation methods.
+- **Technical Measurement Authority:** Quantitative specifications ("30% ultramarine dominance", "0.2mm precision line work") override descriptive language ("rich blue", "fine details").
+- **Process-Over-Result Priority:** How materials are applied (gouache technique, raised gilding, vellum preparation) supersedes visual appearance descriptions.
+- **Gothic Material Authenticity:** No Renaissance mathematical perspective, no digital effects, authentic gouache on vellum texture required.
+- **Anti-Renaissance Bias:** Authority to reject single-point perspective and photorealistic mimesis when historically inappropriate for symbolic Gothic representation.
+- **Social Hierarchy Requirement:** Enforce feudal class distinction through composition, scale, and detail treatment reflecting aristocratic patronage perspective.
+- **Face-Treatment Flags (choose one):**
+  - `gothic-hierarchical`: Individual facial structure preserved through Gothic representation methods with class-appropriate detailing
+  - `international-refined`: Sophisticated Gothic realism maintaining bone geometry within period conventions
+  - `manuscript-miniature`: Single-hair brush precision adapted to individual features while respecting Gothic symbolic systems
+- **Pose Flags (choose one):** `aristocratic-formal`, `peasant-gestural`, `clerical-intermediary`, `courtly-ceremonial`, `laboring-unidealized`.
+- **Canvas Control Flags (choose one):** `book-of-hours-format`, `legal-charter-format`, `astronomical-circular`, `devotional-portrait`.
+- **Material Physics Authority:** 15th-century substrate, pigment, and binding agent specifications override aesthetic preferences.
+- **Scale-Dependent Technique:** Magnification-assisted precision affects detail hierarchy and brushwork standards.
+- **Atmospheric Innovation Authority:** Revolutionary weather effects and landscape treatment take precedence over earlier medieval symbolic backgrounds.
+- **Text policy:** Gothic script integration - Textura for luxury, Gothic Cursive for official documents, coordinated with illumination programs.
+- **Safety/IP:** No nudity/gore; no modern logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Class-appropriate garments reflecting feudal hierarchy with realistic markers of social status.
+- **Composition boundaries:** Gothic decorative borders integral to composition, no external modern frames.
+- **Failure Mode Flags:** Avoid Renaissance perspective, Romantic idealization, Victorian medieval revival, digital photography effects.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw in **15th-Century Gothic Manuscript Illumination** for **illuminated manuscript page format**.
+- Identity via individual facial structure preservation through period-appropriate Gothic representation methods, maintaining distinctive features within hierarchical social conventions.
+- **IP Safeguard Declaration:** Create original Gothic illumination programs avoiding copyrighted interpretations while respecting authentic International Gothic characteristics.
+- Declare **Face-Treatment Flag**: `gothic-hierarchical`.
+- Declare **Pose Flag**: `aristocratic-formal` or `peasant-gestural` (class-appropriate).
+- Declare **Canvas Control Flag**: `book-of-hours-format`.
+- **Style Dominance line:** International Gothic synthesis of atmospheric innovation, hierarchical representation, and material luxury dominates over Renaissance naturalism.
+- **Mode Selector:** Book of Hours, legal charter, astronomical manuscript, devotional portrait.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION (choose one exact specification):**
+
+**GOTHIC MANUSCRIPT FORMATS:**
+
+- `2:3` (Book of Hours standard / Très Riches Heures proportion)
+- `1.38:1` (luxury devotional format / 29x21cm equivalent)
+- `1.45:1` (legal charter format / 30.5x21cm equivalent)
+- `1:1` (astronomical/circular composition format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** hierarchical-social-division with atmospheric background integration
+- **Spatial Allocation:** feudal class positioning with architectural dominance and landscape innovation
+- **Background Treatment:** detailed co-subject architecture (castles/châteaux) with revolutionary weather effects
+- **Format Justification:** manuscript proportions serve Gothic hierarchical narrative with International Gothic atmospheric sophistication
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** International Gothic innovation, Gothic architectural aesthetics, feudal social hierarchy, Limbourg Brothers atmospheric revolution, Continental manuscript traditions.
+- **Medium/Production method:** Gouache on prepared vellum with gum-arabic binder, raised gilding using 23k gold leaf over gesso sottile, single-hair brush precision techniques.
+- **Thematic purpose:** Devotional instruction, aristocratic prestige display, social hierarchy reinforcement, calendar/seasonal documentation.
+- **3–5 hallmark motifs with quantified specifications:**
+  - Ultramarine dominance: 30% compositional presence in skies/royal garments as status anchor (lapis lazuli cost = patronage level)
+  - Atmospheric innovation: visible frozen breath, snow accumulation, night scenes (revolutionary for Northern European art)
+  - Social hierarchy contrast: aristocratic leisure vs. peasant labor with unidealized realism (torn clothing, exposed undergarments)
+  - Architectural co-dominance: detailed castles/châteaux as narrative equals, not subordinate backgrounds
+  - Raised gilding precision: 23k gold leaf over gesso base with burnished mirror finish using agate tools
+- **Period framing:** 1413-1489, International Gothic peak period, Limbourg Brothers innovation to Jean Colombe completion.
+- **Tone Tag:** Hierarchical-Atmospheric-Luxurious.
+- **Production Era Authenticity:** Aristocratic patronage standards with Continental manuscript tradition, luxury vellum preparation, mineral pigment investment.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Line Quality with Precision Standards:** 0.2mm fine line work using single squirrel hair brushes, magnification-assisted detail rendering, consistent precision without visible brush strokes, structural uniformity matching Gothic architectural aesthetics.
+- **Color Mixing Methods:** Gouache technique with gum-arabic binder, controlled opacity maintaining vellum texture visibility, ultramarine status hierarchy enforcement (Virgin/royalty exclusive), mineral pigment authenticity (malachite green, verdigris variations).
+- **Texture Thickness Specifications:** Smooth gouache application without brush stroke evidence, raised gilding 2-3mm elevation over gesso sottile base, burnished gold leaf with seamless 23k application, vellum substrate texture preservation.
+- **Edge Treatment:** Gothic linear precision, hierarchical outline weight, architectural detail parity, no atmospheric blur or simplification, symbolic spatial definition over mathematical perspective.
+- **Stroke Economy with Directional Requirements:** Minimal stroke economy favoring Gothic precision, directional emphasis toward social hierarchy focal points, atmospheric detail innovation (weather effects, seasonal variations).
+- **Surface Depth Measurements:** Symbolic perspective through hierarchical scaling, architectural detail as co-subject (not background subordination), atmospheric distance via size reduction not blur, raised gilding creating physical depth.
+- **Detail Hierarchy with Class Specifications:** Aristocratic figures: formal precision, rich material rendering; Peasant figures: gestural accuracy, realistic class markers (torn clothing), unidealized labor poses; Architectural elements: equal detail treatment with human subjects.
+- **Material Simulation with Authentic Characteristics:** Vellum preparation with pumice surface treatment, chalk/gypsum ground for color luminosity, authentic aging characteristics, period-appropriate substrate quality differentiation.
+- **Pose Anchors:** Class-appropriate positioning (aristocratic formal vs. peasant gestural), individual facial structure adapted to Gothic representation methods, social hierarchy through scale and placement, ceremonial vs. labor pose vocabulary.
+- **Scale Hierarchy Anchor:** Social importance = visual scale, architectural elements as co-subjects, atmospheric perspective through size not blur, feudal hierarchy maintained through compositional structure.
+- **Material Authenticity Anchor:** Lapis lazuli ultramarine status constraint, gouache on vellum technique, raised gilding with documented 15th-century methods, authentic mineral pigment palette limiting.
+- **Period Consistency Anchor:** International Gothic innovation standard, atmospheric effects revolutionary for Northern European art, social hierarchy authentic to aristocratic patronage perspective.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Aristocratic ceremonial (court dress, hunting attire), peasant labor (realistic work clothing with class markers), clerical intermediary (ecclesiastical vestments), royal regalia (crown, scepter, ultramarine prominence).
+- **Fabric behavior:** Class-differentiated textile treatment - aristocratic: rich drapery with detailed textile rendering; peasant: torn clothing, exposed undergarments (ceroulas), realistic wear patterns.
+- **Accessory caps:** Class-appropriate 1-2 symbolic attributes (chalice, crown, sickle, book), maximum focus on social hierarchy clarity and period authenticity.
+- **Color palette restrictions:** Ultramarine reserved for Virgin/royalty status anchor, malachite green abundant application, mineral pigment constraints reflecting 15th-century availability and cost hierarchy.
+- **Wardrobe variation required:** Cycle through class-appropriate garments maintaining feudal hierarchy authenticity, seasonal variations reflecting calendar manuscript traditions.
+- **Props:** 1 primary class attribute + optional 1 secondary (total ≤2) with social hierarchy clarity and manuscript-scale appropriateness.
+- **Coherence filter:** All elements support International Gothic presentation; fallback = atmospheric innovation emphasis with social hierarchy clarity.
+
+**YAML prop pools:**
+
+```yaml
+aristocratic_props:
+  primary: [crown, scepter, chalice, hunting_horn, prayer_book]
+  secondary: [falcon, jeweled_belt, ermine_trim, court_sword]
+peasant_props:
+  primary: [sickle, scythe, basket, plow, wool_spindle]
+  secondary: [torn_cap, wooden_bucket, simple_tools, rough_shoes]
+clerical_props:
+  primary: [crozier, miter, gospel_book, thurible, cross]
+  secondary: [liturgical_vestments, psalm_scroll, holy_oil]
+architectural_elements:
+  gothic: [pointed_arch, flying_buttress, rose_window, spire]
+  secular: [castle_tower, château_wall, fortification, manor_house]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "unmodified framing"
+  - "mathematical perspective", "single-point vanishing", "Renaissance linear perspective"
+  - "photorealistic mimesis", "digital effects", "HDR smoothing", "lens flare"
+  - "idealized peasant labor", "romanticized poverty", "generic medieval fantasy"
+  - "atmospheric blur", "depth-of-field", "background simplification"
+- **Canvas Positives (≥2):**
+  - "exactly [declared ratio]", "Gothic manuscript proportioned"
+  - "hierarchical composition", "feudal social structure", "aristocratic perspective"
+  - "30% ultramarine dominance", "lapis lazuli status anchor"
+  - "atmospheric innovation", "weather effects", "seasonal variations"
+  - "architectural co-dominance", "detailed background parity", "Gothic precision"
+- **Vocabulary warnings:** Avoid "democratic representation," "idealized labor," "atmospheric photography," "Renaissance realism," "romantic medievalism."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Book of Hours (2:3, 1.38:1):** Hierarchical narrative with aristocratic leisure vs. peasant labor contrast, atmospheric innovation integration, architectural co-dominance
+- **For Legal Charter (1.45:1):** Heraldic emphasis with imperial symbols, Gothic Cursive script integration, formal ceremonial hierarchy
+- **For Astronomical (1:1):** Circular composition systems, zodiac integration, mathematical precision balanced with Gothic decorative aesthetics
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Symbolic hierarchical perspective with atmospheric distance via size reduction, no mathematical single-point system, Gothic spatial logic prioritizing social order
+- **Grid/symmetry:** Gothic architectural proportional systems, feudal hierarchy through positioning, ceremonial symmetry around authority figures
+- **Figure:ground ratio:** Background architectural detail parity (no subordination), 40-50% environmental context as co-subject, detailed landscape with weather effects
+- **Density percentage:** High complexity throughout composition (no simplified backgrounds), atmospheric innovation detail, social hierarchy clarity maintained
+- **Lighting logic:** Symbolic illumination reflecting social status, gold leaf luminosity, seasonal lighting variations, no photographic atmospheric effects
+- **Detail:negative space ratio:** Minimal negative space, maximum information density, Gothic horror vacui balanced with hierarchical clarity
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Prepared vellum with pumice texture, chalk/gypsum ground luminosity, ruled guidelines for text integration, quality indicators reflecting patronage level
+- **Frame/Band Anchor:** Gothic decorative border systems with architectural motif integration, manuscript page boundary respect, no external modern framing
+- **Production Context Anchor:** Aristocratic patronage workshop with Continental manuscript standards, luxury material access, International Gothic innovation capacity
+- **Ratio Enforcement Anchor:** Composition designed for manuscript proportions with integrated atmospheric innovation, social hierarchy optimization for declared format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** Gothic script integration essential for manuscript authenticity.
+- **If typography integration:**
+  - **Ratio-Appropriate Zones:** Script selection by manuscript type - Textura for luxury devotional, Gothic Cursive for legal/official, positioned for Gothic reading patterns
+  - **Copy limits:** Period-appropriate text content - liturgical passages, legal formulations, astronomical notation positioned for manuscript integration
+  - **Period-Appropriate Typography:** Textura characteristics (vertical emphasis, dense 'woven' texture, sharp broken lines), Gothic Cursive (decorative flourishing, rapid execution)
+  - **Font recommendation:** "Authentic Gothic Textura (no modern digital equivalent). Reference: 15th-century Gothic Bookhand with architectural aesthetic coordination."
+- **Format-Specific Text Rules:**
+  - **Book of Hours mode:** Textura script with illuminated initials, calendar integration, devotional text coordination
+  - **Legal charter mode:** Gothic Cursive with heraldic integration, official formulation positioning
+  - **Astronomical mode:** Technical notation integration with circular compositions, instructional text coordination
+  - **Devotional portrait:** Minimal text integration respecting portrait hierarchy
+- **Historical accuracy:** Script forms authentic to 15th-century Gothic practice with documented regional variations and class distinctions.
+- **Production Method Integration:** Gum-arabic ink coordination with gouache illumination, ruled guideline respect, text-image hierarchical integration.
+
+------
+
+## Enhanced Validation Checklist (background based, do not add to prompt)
+
+- **Section 1:** Canvas Override + exact ratio + IP Safeguard + Style Dominance + Face Flag + Pose Flag + Canvas Control Flag + Social Hierarchy Requirement
+- **Section 2:** Gothic manuscript ratio selection + hierarchical division strategy + atmospheric integration + architectural co-dominance + format justification
+- **Section 3:** 5 fields + tone tag + production era authenticity + International Gothic innovation
+- **Section 4:** ≥5 anchors + measurement specifications + pose + scale + material authenticity + period consistency + atmospheric innovation
+- **Section 5:** Wardrobe + YAML props + class differentiation + Gothic hierarchy coherence
+- **Section 6:** ≥2 canvas negatives + ≥2 canvas positives + vocabulary warnings + hierarchy constraints
+- **Section 7:** Ratio-specific composition + perspective regime + figure:ground + density + symbolic lighting + surface context + frame policy + production context + ratio enforcement
+- **Section 8:** Typography integration policy + manuscript coordination + script authenticity + period accuracy + hierarchical text integration
+- **Canvas Control:** Gothic manuscript proportions specified, hierarchical division declared, original dimensions ignored
+- **IP Protection:** Original Gothic illumination programs, appropriate International Gothic characteristics
+- **Material authenticity:** 15th-century techniques verified with ultramarine status constraints
+- **Production authenticity:** Aristocratic patronage standards with Continental manuscript tradition
+- **Composition boundaries:** Gothic decorative borders only, no external modern frames
+- **Period consistency:** International Gothic innovation throughout with social hierarchy authenticity
+- **Technical precision:** Quantified measurements for ultramarine dominance, line precision, atmospheric effects
+- **Social hierarchy:** Feudal class distinction enforced through composition, scale, detail treatment
+- **Atmospheric innovation:** Revolutionary weather effects and landscape treatment implemented
+- **Anti-Renaissance:** Symbolic perspective enforced over mathematical linear systems
+
+------
+
+## Gothic-Specific Technical Requirements
+
+### Core Material Physics
+
+- **Substrate:** Prepared vellum with pumice surface treatment, chalk/gypsum ground, approximately 29x21cm (Book of Hours) or 30.5x21cm (legal charter) proportions
+- **Primary Medium:** Gouache with gum-arabic binder, controlled opacity, authentic mineral pigment palette
+- **Outline System:** Single squirrel hair brush precision, 0.2mm line work, magnification-assisted detail rendering
+- **Gilding Application:** Raised method using gesso sottile base, 23k gold leaf, agate burnishing tools
+
+### Social Hierarchy Framework Specifications
+
+- **Aristocratic Treatment:** Formal poses, ultramarine prominence, rich material rendering, ceremonial positioning
+- **Peasant Treatment:** Gestural labor poses, realistic class markers (torn clothing, exposed undergarments), unidealized representation
+- **Clerical Treatment:** Intermediary positioning between temporal and divine realms, appropriate ecclesiastical vestments
+- **Architectural Treatment:** Co-subject status with detailed rendering parity, no background subordination
+
+### Atmospheric Innovation Standards
+
+- **Weather Effects:** Visible frozen breath, snow accumulation, seasonal color temperature, night scene gradation
+- **Landscape Development:** Recognizable geographic locations, detailed architectural accuracy, horizon establishment
+- **Distance Treatment:** Size reduction without atmospheric blur, maintaining detail parity throughout composition
+
+### Typography Integration Standards
+
+- **Textura Application:** Vertical Gothic emphasis, dense woven texture, sharp broken lines, architectural aesthetic coordination
+- **Gothic Cursive Application:** Decorative flourishing, administrative efficiency, official document appropriateness
+- **Text-Image Coordination:** Ruled guideline respect, hierarchical integration, manuscript reading pattern optimization
+
+This framework enforces authentic 15th-century Gothic manuscript illumination characteristics while preventing contamination from Renaissance, Romantic, or modern interpretations, maintaining strict social hierarchy representation and atmospheric innovation standards.
diff --git a/styles/medieval_illumination/insular_manuscript_illumination.md b/styles/medieval_illumination/insular_manuscript_illumination.md
new file mode 100644
index 0000000..9cc16d0
--- /dev/null
+++ b/styles/medieval_illumination/insular_manuscript_illumination.md
@@ -0,0 +1,276 @@
+---
+id: insular_manuscript_illumination
+group: "Medieval Illumination"
+movement: "Insular Hiberno-Saxon"
+artist: "Insular Monastic Schools"
+display_name: "Insular Manuscript Illumination — Interlace Cosmos"
+style_scope: "movement"
+hero_image: null
+ratios: ["1:1", "2:3", "3:4"]
+ratios_status: "provisional"
+ratios_notes: "Square carpet pages vortex at 1:1, Chi-Rho monograms stretch to 2:3, and evangelist portraits resolve on 3:4 parchment."
+modes: ["Carpet Page", "Evangelist Portrait"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "Fuse zoomorphic knots with figure medallions, keeping spirals and step patterns interlocked."
+  identity_priority: ["interlace", "symbol", "hierarchy"]
+about: >
+  Insular scribes braided zoomorphic knots, spiral mazes, and jeweled letters into cosmic carpets.
+  This card keeps the breath-line penwork and tempered dyes while choreographing new gospel abstractions.
+---
+
+**Version:** 4.2
+ **Purpose:** A forensically-researched scaffold for generating authentic Insular manuscript illumination (c. 700-800 AD) based on visual evidence analysis of the Lindisfarne Gospels, Book of Kells, Book of Durrow, and Tara Brooch metalwork techniques. Emphasizes Celtic/Germanic/Mediterranean synthesis with microscopic precision and theological light symbolism.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Maintain historical stylistic conventions while preserving core facial structure, bone geometry, and distinctive features through period-appropriate representation methods.
+- **Technical Measurement Authority:** Quantitative specifications ("0.15-0.35mm wire-equivalent lines", "4-6 beads per 0.9mm") override descriptive language ("fine", "intricate").
+- **Process-Over-Result Priority:** How materials are applied (glair binder, hand-placed dots, craquelure formation) supersedes visual appearance descriptions.
+- **Insular Material Authenticity:** No lapis lazuli blue (woad only), no modern metallic effects, authentic orpiment cracking characteristics required.
+- **Anti-Naturalistic Bias:** Authority to reject individual facial expression and embrace stereotyped evangelist differentiation when historically accurate.
+- **Synthesis Requirement:** Balance Celtic interlace, Germanic filigree precision, and Mediterranean iconography in every composition.
+- **Face-Treatment Flags (choose one):**
+  - `insular-stereotyped`: Period-appropriate representation maintaining individual bone structure and distinctive features within theological conventions
+  - `evangelist-theological`: Reading vs. divine vision hierarchy adapted to individual facial geometry, hair characteristics from source
+  - `manuscript-symbolic`: Large eyes as light sources while preserving distinctive eye shape, minimal facial modeling maintaining core facial structure
+- **Pose Flags (choose one):** `frontal-divine-vision`, `reading-contemplative`, `attribute-holding`, `theological-hierarchy`, `manuscript-contained`.
+- **Canvas Control Flags (choose one):** `manuscript-proportioned`, `carpet-page-format`, `initial-integrated`, `portrait-framed`.
+- **Material Physics Authority:** 8th-century substrate, pigment, and binding agent specifications override aesthetic preferences.
+- **Scale-Dependent Technique:** Filigree-equivalent precision affects line weight hierarchy and dot placement accuracy.
+- **Theological Program Authority:** Patristic commentary-based iconography takes precedence over generic Christian imagery.
+- **Text policy:** Typography as decoration - letters become patterns, words become images (Chi-Rho standard).
+- **Safety/IP:** No nudity/gore; no modern logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Religious figures = 8th-century ecclesiastical vestments with accurate textile behavior.
+- **Composition boundaries:** Decorative borders integral to composition, no external modern frames.
+- **Failure Mode Flags:** Avoid Renaissance naturalism, Gothic pointed arches, lapis lazuli blue, flying gallop horses.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw in **Insular Manuscript Illumination** for **illuminated manuscript page format**.
+- Identity via symbolic attributes, theological hierarchy, and manuscript containment rather than facial individualization.
+- **IP Safeguard Declaration:** Create original Celtic/Germanic/Mediterranean synthesis avoiding copyrighted interpretations of medieval art.
+- Declare **Face-Treatment Flag**: `insular-stereotyped`.
+- Declare **Pose Flag**: `frontal-divine-vision` or `reading-contemplative`.
+- Declare **Canvas Control Flag**: `manuscript-proportioned`.
+- **Style Dominance line:** Insular synthesis of Celtic interlace precision, Germanic filigree organization, and Mediterranean theological iconography dominates over naturalistic representation.
+- **Mode Selector:** carpet page, evangelist portrait, initial page, narrative cycle.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION (choose one exact specification):**
+
+**INSULAR MANUSCRIPT FORMATS:**
+
+- `2:3` (standard manuscript page proportion)
+- `3:4` (deluxe manuscript format / Book of Kells original)
+- `1:1` (carpet page / initial letter medallion)
+- `4:5` (portable gospel format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** theological-architectural-division with interlace border integration
+- **Spatial Allocation:** hierarchical zones respecting filigree-panel organization translated to manuscript scale
+- **Background Treatment:** faux metalwork visual language with sunken compartment effect simulation
+- **Format Justification:** manuscript proportions serve Celtic interlace complexity with Germanic precision requirements
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Celtic interlace mathematics, Germanic filigree craftsmanship (Tara Brooch standard), Mediterranean patristic iconography, theological light doctrine (Bede's commentaries).
+- **Medium/Production method:** Glair (egg white) tempera on calf vellum with iron gall ink script, authentic 8th-century pigment palette with characteristic aging effects.
+- **Thematic purpose:** Sacred text transformation, theological instruction through symbolic programs, ecclesiastical prestige display.
+- **3–5 hallmark motifs with quantified specifications:**
+  - Filigree-equivalent line precision: 0.15-0.35mm wire-thickness hierarchy, 4-6 beads per 0.9mm pattern density
+  - Hand-placed dot stippling: thousands of individual marks (Lindisfarne Gospels 1,939 red dots documented)
+  - Interlace knotwork: mathematical precision with Celtic proportional relationships, zoomorphic integration
+  - Evangelist differentiation: stereotyped through attributes/hair color (salt-pepper, ash-blond, chestnut), not facial expression
+  - Orpiment craquelure: characteristic age-related crack networks on thick yellow applications
+- **Period framing:** c. 700-800 AD, peak Insular monastery production, Celtic/Germanic cultural synthesis period.
+- **Tone Tag:** Synthesis-Precision-Theological.
+- **Production Era Authenticity:** Monastic scriptorium with access to Continental metalworking techniques, luxury materials indicating royal/episcopal patronage.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Line Quality with Wire Translation:** 0.15-0.35mm equivalent wire precision, multiple gauge hierarchy (finest/secondary/structural), beaded effect 4-6 per 0.9mm, "greatly magnified without revealing flaws" standard.
+- **Color Mixing Methods:** Glair binder creating specific surface characteristics, pigment translucency through vellum substrate, authentic cracking on thick orpiment applications, hand-placed dot stippling systems.
+- **Texture Thickness Specifications:** Orpiment 2-3mm thickness with craquelure networks, verdigris translucency effects, vergaut (orpiment+woad mix) for secondary greens, glair aging surface simulation.
+- **Edge Treatment:** Wire-equivalent precision outlines, filigree panel boundary definition, interlace strand over/under logical relationships, compartment depth simulation.
+- **Stroke Economy with Directional Requirements:** Minimal stroke economy favoring symbolic precision, directional emphasis toward theological focal points, geometric pattern completion over gestural expression.
+- **Surface Depth Measurements:** Flat theological space with sunken compartment effect (3mm depth simulation), layered frame construction mimicking metalwork mounting, pattern hierarchy through depth illusion.
+- **Detail Hierarchy with Proportional Specifications:** Eye enlargement 20-25% for spiritual light theology, pale bluish-green eye coloration, hand precision for attribute clarity, theological attribute scale proportional to importance.
+- **Material Simulation with Authentic Characteristics:** Calf vellum texture simulation, natural aging darkening, edge wear patterns, pigment translucency through substrate showing reverse side bleed-through.
+- **Pose Anchors:** Frontal divine vision poses (John), contemplative reading positions (Matthew/Mark/Luke), attribute-holding gesture precision, symmetrical composition around theological centers.
+- **Scale Hierarchy Anchor:** Filigree panel proportions (4-12mm) translated to manuscript borders (15-40mm), wire gauge hierarchy maintained in line weight systems, granule precision as individual dot placement.
+- **Material Authenticity Anchor:** Woad blue (NOT lapis lazuli), orpiment yellow with cracking, verdigris green translucency, toasted lead red/orange, iron gall ink integration, glair binder characteristics.
+- **Period Consistency Anchor:** Celtic interlace mathematical relationships, Germanic precision standards, Mediterranean iconographic programs, 8th-century theological symbolism integration.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Ecclesiastical vestments (episcopal, monastic, clerical), secular nobility (Continental influence), evangelist symbolic garments (color-coded theological programs).
+- **Fabric behavior:** Geometric drapery with manuscript-appropriate fold patterns, textile weight suggested through precise outline definition, ecclesiastical vestment accuracy for 8th-century standards.
+- **Accessory caps:** Minimalist 1-2 theological attributes (gospel book, stylus, scroll, chalice), maximum focus on symbolic clarity and manuscript integration.
+- **Color palette restrictions:** Authentic 8th-century pigments only - woad blue, orpiment yellow, verdigris/vergaut greens, toasted lead red/orange, lamp black, iron gall ink.
+- **Wardrobe variation required:** Evangelist-specific color programs (John=green, Mark=blue, documented hair colors), theological coordination across manuscript set.
+- **Props:** 1 primary theological attribute + optional 1 secondary (total ≤2) with iconographic clarity and manuscript-scale appropriateness.
+- **Coherence filter:** All elements support Insular synthesis presentation; fallback = interlace border emphasis with theological clarity.
+
+**YAML prop pools:**
+
+```yaml
+evangelist_props:
+  primary: [gospel_book, quill_stylus, scroll, inkwell, lectern]
+  secondary: [halo, blessing_gesture, curtain, architectural_frame]
+theological_attributes:
+  john: [eagle_symbol, direct_gaze, green_garments, divine_vision_pose]
+  matthew: [angel_symbol, human_figure, reading_pose, winged_man]
+  mark: [lion_symbol, blue_garments, scroll_holding]
+  luke: [ox_calf_symbol, anatomically_stylized, book_attribute]
+decorative_elements:
+  celtic: [interlace_knot, spiral_motif, zoomorphic_terminal]
+  germanic: [filigree_precision, granule_pattern, panel_organization]
+  mediterranean: [architectural_frame, column_system, drapery_element]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "unmodified framing"
+  - "lapis lazuli blue", "modern metallic effects", "smooth uniform pigments"
+  - "individual facial expressions", "naturalistic proportions", "flying gallop horses"
+  - "Renaissance perspective", "Gothic elements", "photographic realism"
+  - "digital perfection", "contemporary interpretations", "Victorian medieval revival"
+- **Canvas Positives (≥2):**
+  - "exactly [declared ratio]", "manuscript page proportioned"
+  - "0.15-0.35mm wire-equivalent precision", "hand-placed dot stippling systems"
+  - "woad blue only", "orpiment craquelure", "verdigris translucency"
+  - "Celtic/Germanic/Mediterranean synthesis", "theological light theory eyes"
+  - "stereotyped evangelist differentiation", "8th-century authentic pigments"
+- **Vocabulary warnings:** Avoid "individual personality," "realistic expressions," "modern precision," "lapis lazuli," "atmospheric depth."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Manuscript Ratios (2:3, 3:4):** Theological architectural framing, interlace border integration, 60-70% decorative program to 30-40% text/figure balance
+- **For Square (1:1):** Carpet page organization, cross-form structure with interlace infill, border complexity matching central density
+- **For Portrait (4:5):** Evangelist portrait format with architectural framing, symbol integration, curtain/drapery elements
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Flat theological space with faux metalwork depth simulation, no linear perspective, symbolic hierarchy through scale and position
+- **Grid/symmetry:** Mathematical interlace relationships, Germanic panel organization, symmetrical theological programs around sacred centers
+- **Figure:ground ratio:** 50-60% decorative program with theological figure integration, faux metalwork background simulation
+- **Density percentage:** High complexity balanced for manuscript scale reading, pattern density coordinated with theological program importance
+- **Lighting logic:** Theological light emanation from eyes and sacred texts, no atmospheric lighting, symbolic illumination through pale colors
+- **Detail:negative space ratio:** Minimal negative space, maximum pattern density within readability requirements, interlace filling systems
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Calf vellum substrate with natural texture, aging characteristics, ruled preparation lines for text integration
+- **Frame/Band Anchor:** Interlace border systems with Celtic mathematical precision, Germanic panel organization, 15-40mm proportional width
+- **Production Context Anchor:** Monastic scriptorium with Continental metalworking knowledge, luxury material access, royal/episcopal patronage standards
+- **Ratio Enforcement Anchor:** Composition designed for manuscript proportions with integrated decorative program, theological hierarchy respect
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** Typography as decoration required - text transforms into imagery (Chi-Rho standard).
+- **If typography integration:**
+  - **Ratio-Appropriate Zones:** Letter-pattern integration within decorative framework, Insular Majuscule transformation into decorative programs
+  - **Copy limits:** Sacred text passages, liturgical content, evangelist identification positioned for manuscript reading with decorative integration
+  - **Period-Appropriate Typography:** Insular Majuscule script with decorative transformation, iron gall ink coordination with pigment decoration
+  - **Font recommendation:** "Insular Majuscule with decorative transformation (no modern digital equivalent). Letters become patterns, words become images."
+- **Format-Specific Text Rules:**
+  - **Carpet page mode:** Pure decorative programs, cross-form text integration if present
+  - **Evangelist portrait mode:** Name/identification integration within architectural framing
+  - **Initial page mode:** Letter dissolution into decorative programs (Chi-Rho transformation standard)
+  - **Narrative mode:** Minimal text integration respecting decorative program dominance
+- **Historical accuracy:** Script forms authentic to 8th-century Insular practice with documented decorative transformation systems.
+- **Production Method Integration:** Iron gall ink coordination with glair tempera, text-decoration synthesis, theological program text coordination.
+
+------
+
+## Enhanced Validation Checklist (background based, do not add to prompt)
+
+- **Section 1:** Canvas Override + exact ratio + IP Safeguard + Style Dominance + Face Flag + Pose Flag + Canvas Control Flag + Synthesis Requirement
+- **Section 2:** Manuscript ratio selection + theological division strategy + filigree organization + faux metalwork background + format justification
+- **Section 3:** 5 fields + tone tag + production era authenticity + synthesis documentation
+- **Section 4:** ≥5 anchors + measurement specifications + pose + scale + material authenticity + period consistency + synthesis integration
+- **Section 5:** Wardrobe + YAML props + theological coordination + Insular synthesis coherence
+- **Section 6:** ≥2 canvas negatives + ≥2 canvas positives + vocabulary warnings + synthesis constraints
+- **Section 7:** Ratio-specific composition + perspective regime + figure:ground + density + theological lighting + surface context + frame policy + production context + ratio enforcement
+- **Section 8:** Typography as decoration policy + manuscript integration + script authenticity + period accuracy + synthesis coordination
+- **Canvas Control:** Manuscript proportions specified, theological division declared, original dimensions ignored
+- **IP Protection:** Original Celtic/Germanic/Mediterranean synthesis, appropriate theological iconography
+- **Material authenticity:** 8th-century techniques verified with authentic pigment constraints
+- **Production authenticity:** Monastic scriptorium standards with Continental metalworking knowledge
+- **Composition boundaries:** Interlace borders only, no external modern frames
+- **Period consistency:** Celtic/Germanic/Mediterranean synthesis throughout
+- **Technical precision:** Quantified measurements for line weights, dot placement, pattern density
+- **Synthesis balance:** Celtic interlace, Germanic precision, Mediterranean iconography integrated
+- **Anti-naturalism:** Stereotyped representation enforced over individual expression
+- **Theological program:** Patristic commentary-based symbolism implemented
+
+------
+
+## Insular-Specific Technical Requirements
+
+### Core Material Physics
+
+- **Substrate:** Calf vellum with natural texture, aging characteristics, approximately 260x370mm original proportions
+- **Primary Medium:** Glair (egg white) tempera with documented 8th-century pigment palette excluding lapis lazuli
+- **Outline System:** Iron gall ink with wire-equivalent precision hierarchy 0.15-0.35mm, Germanic filigree organization
+- **Pigment Application:** Orpiment cracking characteristics, verdigris translucency, hand-placed dot stippling (thousands documented)
+
+### Synthesis Framework Specifications
+
+- **Celtic Elements:** Mathematical interlace relationships, spiral proportions, zoomorphic integration within geometric frameworks
+- **Germanic Elements:** Filigree precision standards, panel organization (4-12mm translated to 15-40mm), sunken compartment depth simulation
+- **Mediterranean Elements:** Patristic iconographic programs, architectural framing, theological color symbolism (emerald=4th Gospel)
+
+### Theological Program Standards
+
+- **Evangelist Hierarchy:** John=frontal divine vision, others=reading contemplation, attribute-based differentiation only
+- **Color Theology:** Pale bluish-green eyes for spiritual light, evangelist-specific color coordination, theological light emanation
+- **Iconographic Authenticity:** Non-naturalistic symbols (Book of Durrow "anatomically pathetic" ox standard), stereotyped differentiation
+
+### Typography Integration Standards
+
+- **Decorative Transformation:** Letters become patterns, words become images (Chi-Rho dissolution standard)
+- **Script Coordination:** Iron gall ink integrated with glair tempera decoration, Insular Majuscule with pattern transformation
+- **Scale Relationships:** Primary initials 20-60mm height with geometric proportion, text-decoration synthesis requirements
+
+This framework enforces authentic Insular manuscript illumination characteristics while ensuring proper synthesis of Celtic, Germanic, and Mediterranean influences with microscopic precision and theological authenticity.
+
+---
diff --git a/styles/medieval_illumination/ottonian_manuscript_illumination.md b/styles/medieval_illumination/ottonian_manuscript_illumination.md
new file mode 100644
index 0000000..c5ce812
--- /dev/null
+++ b/styles/medieval_illumination/ottonian_manuscript_illumination.md
@@ -0,0 +1,250 @@
+---
+id: ottonian_manuscript_illumination
+group: "Medieval Illumination"
+movement: "Ottonian Court Scriptorium"
+artist: "Ottonian Imperial Workshops"
+display_name: "Ottonian Manuscript Illumination — Imperial Gospel Gold"
+style_scope: "movement"
+hero_image: null
+ratios: ["3:4", "2:3", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "Double-page evangelist portraits sit on 3:4 boards, shrine miniatures compress to 2:3, and jeweled medallions resolve as 1:1 oculi."
+modes: ["Gospel Opening", "Imperial Portrait"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "Center the enthroned figure and flank with imperial patrons or evangelists inside arcaded gold."
+  identity_priority: ["hieratic-scale", "gesture", "insignia"]
+about: >
+  Ottonian illuminators fused Carolingian classicism with Byzantine gold, suspending emperors and evangelists inside jeweled arcades.
+  This card enforces their burnished grounds, cloisonné color blocking, and architectural framing while inventing new devotions.
+---
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression filtered through **Ottonian abstract-expressive synthesis**.
+- **Technical Measurement Authority:** Quantitative specifications ("2-4mm line weight", "vermillion red pigment") override descriptive language.
+- **Process-Over-Result Priority:** **10th/11th-century scriptoria methods** supersede visual appearance descriptions.
+- **Face-Treatment Flags (choose one):**
+  - `abstract-gestural-reichenau`: Schematic, highly expressive faces characterized by large, staring eyes and abstract brushwork
+  - `court-school-controlled`: Classical revival modeling with "elaborate shadings in light and dark"
+  - `manuscript-scale-precision`: Small-scale detailed work requiring intimate viewing distance
+- **Pose Flags (choose one):** `ceremonial-offering-standing`, `hieratic-frontal-blessing`, `enthroned-emperor-frontal`.
+- **Canvas Control Flags (choose one):** `manuscript-folio-native`, `adaptive-extend-parchment`.
+- **Material Physics Authority:** Authentic **10th/11th-century pigments and parchment** substrate specifications override aesthetic preferences.
+- **Cultural Production Authenticity:** **Ottonian scriptoria methods** take precedence over modern interpretations.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic parchment and tempera characteristics.
+- **Period Production Authenticity:** Use documented **Ottonian scriptoria methods (c. 950-1050 CE)**.
+- **Composition boundaries:** No frames outside the manuscript page.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (manuscript folio format) - ignore source image dimensions completely.
+- Redraw in **Ottonian Manuscript Illumination** for **luxury Gospel book page or Imperial Codex specification**.
+- Identity via silhouette/gesture/expression filtered through **Ottonian abstract-expressive aesthetic**.
+- **IP Safeguard Declaration:** Create original illuminated manuscript designs avoiding copyrighted elements.
+- Declare **Face-Treatment Flag:** `abstract-gestural-reichenau`.
+- Declare **Pose Flag:** `ceremonial-offering-standing`.
+- Declare **Canvas Control Flag:** `manuscript-folio-native`.
+- **Style Dominance:** **Ottonian abstract-expressive synthesis** rules prevail over source likeness.
+- **Mode Selector:** Imperial dedication/donation page illumination.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `3:4` (manuscript folio format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** manuscript-folio-native with full-page composition
+- **Spatial Allocation:** Subject placement within architectural or decorative frame ≥60% dominance
+- **Background Treatment:** Fill with **solid fields of gold leaf, vibrant color blocks, or abstract decorative patterns**
+- **Format Justification:** Portrait folio serves Ottonian hieratic and ceremonial formality
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Medium/Production Method:** Iron gall ink and natural pigments on calf vellum with traditional manuscript preparation. **Primary technique:** **Abstract-expressive synthesis** - rejection of Carolingian naturalism for a more stylized, spiritually intense, and abstract approach. **Surface preparation:** Parchment from luxury codices, 23-karat gold leaf application.
+
+**Thematic Purpose:** Imperial self-representation, liturgical authority display, emphasis on the spiritual power of the emperor/abbess; presentation of the codex as an offering to God or a saint.
+
+**Period Framing:** **Ottonian Renaissance (c. 950-1050 CE)**. **Major scriptoria:** Reichenau, Trier, Hildesheim. **Innovation:** Development of a distinctly German style, abstracting classical models for spiritual intensity, strong reliance on Byzantine models for imperial iconography.
+
+**5 Hallmark Motifs with Quantified Specifications:**
+
+1. **Abstract Expressive Figures:** Elongated, stylized bodies; highly schematic yet emotionally intense faces (large, staring eyes); minimal attempt at naturalistic proportion
+2. **Hieratic Frontality:** Figures often presented frontally, especially imperial or sacred subjects, emphasizing spiritual presence and authority
+3. **Layered Flat Drapery:** Cloth rendered in **geometric, linear, and brightly colored blocks** with little or no attempt at realistic volume or shadow (strong contrast with Carolingian). The folds often create abstract, repeating patterns
+4. **Vibrant Color Fields:** Use of large, flat areas of brilliant, saturated color (especially reds, blues, greens) separated by bold outlines, often against a gold background
+5. **Decorative Architectural Frames:** Highly stylized Romanesque architectural elements, often with exaggerated scale or symbolic function, used to frame the main figure(s)
+
+**Tone Tag:** Imperial, hieratic, spiritual intensity, abstract formalism.
+
+**Production Era Authenticity:** **10th/11th-century** monastic workshop methods using documented materials and techniques.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Quality & Tool Marks:** Iron gall ink applied with quill pens cut to 2-3mm width. **Bold, heavy contour lines (2-4mm)** separating flat color fields. Internal lines are often expressive and linear, defining the abstract folds of the drapery.
+
+**Abstract-Formalist Technique Synthesis:**
+
+- **Structural Foundation:** Iron gall ink framework
+- **Volume Modeling:** **Minimal to no chiaroscuro or realistic shadow**; volume suggested by the juxtaposition of color blocks or simple, stylized linear highlights
+- **Stylized Drapery:** Geometric and highly linear rendering of folds, creating abstract patterns rather than realistic fabric behavior
+- **Expressive Characterization:** Focus on **large, prominent, staring eyes** and schematic facial features to convey spiritual intensity or psychological state
+
+**Authentic Ottonian Pigment Palette:**
+
+- **Red:** Vermillion (mercuric sulfide), Red Lead
+- **Blue:** Ultramarine (lapis lazuli) for luxury, Azurite
+- **Yellow:** Ochre (earth pigment)
+- **Green:** Verdigris (copper acetate), Malachite
+- **Purple:** Lichen extract (folium/orcein)
+- **White:** Lead White, Chalk
+- **Black:** Carbon black (soot-based)
+- **Gold:** 23-karat gold leaf for backgrounds and highlights, shell gold for details
+
+**Color Application Method:** **Flat application of saturated, brilliant colors with bold black/brown outlines.** The brilliance of the palette is a key Ottonian characteristic.
+
+**Texture Specifications:** Manuscript technique with 0.5-1mm paint thickness; gold leaf ≈0.1mm.
+
+**Scale Hierarchy:** **Strictly hierarchical** - spiritual or imperial importance determines size and frontality (e.g., the emperor/saint is larger than surrounding figures).
+
+**Material Authenticity:** Authentic 10th/11th-century techniques with visible parchment texture.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Imperial/Sacred:** Highly stylized robes often derived from Roman and Byzantine court dress (e.g., chlamys), rendered in flat, patterned color blocks
+- **Monastic/Clerical:** Simple robes with clear, bold linear decoration
+- **Biblical/Evangelical:** Symbolic, brightly colored classical-style robes showing abstract geometric folds
+
+**Fabric Behavior:** **Abstract, geometric, linear folds**; fabric acts as a surface for color and pattern, not a realistic physical object.
+
+**Accessory Caps:** Imperial/Ecclesiastical contexts (3-5 items) - crowns, scepters, jeweled gospel books, dedicatory models, palms of martyrdom.
+
+**Color Palette:** Brilliant reds, golds, ultramarine blues in flat fields.
+
+**Props YAML:**
+
+```yaml
+hero_props:
+  - jeweled_gospel_book: "treasure binding with enamel, gems, and gold"
+  - dedicatory_codex: "model of a church or book held as an offering"
+  - imperial_insignia: "orb and scepter, imperial crown"
+micro_props:
+  - patterned_textile: "abstract Ottonian decorative patterns on clothing"
+  - architectural_details: "stylized Romanesque capitals and arches"
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- ⌧ "original aspect ratio", "source dimensions", "unmodified framing"
+- ⌧ "naturalistic volume modeling", "Renaissance perspective", "full chiaroscuro"
+- ⌧ "pastel or muted color palette", "subtle shading transitions"
+- ⌧ "Carolingian animated/nervous drapery", "realistic fabric physics"
+- ⌧ "classical revival naturalism", "selective volume modeling"
+
+**Canvas Positives (≥2):**
+
+- ✓ "exactly 3:4 manuscript folio ratio", "recomposed for Ottonian authenticity"
+- ✓ "vermillion, ultramarine lapis lazuli, ochre, verdigris" authentic pigment palette
+- ✓ "flat, linear, abstract drapery with bold outlines"
+- ✓ "abstract-gestural-reichenau faces with large, staring eyes"
+- ✓ "23-karat gold leaf backgrounds or vibrant color blocks"
+- ✓ "hierarchical scaling and frontal ceremonial pose"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- Sacred/Imperial figure dominance ≥60% with decorative or architectural framing
+- Hierarchical staging emphasizing spiritual and temporal authority
+- Emphasis on large, simple shapes and clear outlines
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Spatial Logic:** **Flat, two-dimensional space** created by color blocks and gold leaf, deliberately rejecting realistic depth
+- **Figure:Ground:** 60% stylized figures, 40% symbolic backgrounds (gold fields, patterned textiles, abstract architecture)
+- **Lighting Logic:** **Flat, symbolic illumination**; color is the primary carrier of meaning, not light/shadow
+- **Detail Distribution:** Maximum precision on symbolic elements (crowns, books), stylized/abstract treatment of figures and backgrounds
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Parchment manuscript page with authentic texture
+- **Frame/Band:** Decorative borders or highly stylized Romanesque architectural frames
+- **Production Context:** 10th/11th-century imperial scriptoria methods
+- **Ratio Enforcement:** Composition designed for 3:4 manuscript viewing
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Text Integration:** ESSENTIAL for contextualizing the image (e.g., dedication, blessing, title)
+
+**Script Requirements:**
+
+- **Primary:** Carolingian Minuscule (clear script for main text)
+- **Display:** Capitalis Quadrata, Uncial for headings or labels
+- **Special:** Gold/silver ink for luxury commissions
+
+**Font Recommendations:**
+
+- *Closest Google Font:* "Cinzel" (Roman capitals, 75%)
+- *For body text:* "Libre Baskerville" (70%)
+
+**Period-Appropriate Typography:** Latin Vulgate text, ecclesiastical abbreviations.
+
+**Layout Requirements:**
+
+- Single-column layout with decorated initials (e.g., zoomorphic or interlaced)
+- Text positioned above/below illuminations or as labels within the frame
+
+**Production Integration:** Authentic quill pen characteristics, iron gall ink, manuscript spacing.
+
+------
+
+## Ottonian-Specific Revolutionary Synthesis
+
+**Core Innovation:** **Rejection of Carolingian naturalism** for a style prioritizing spiritual intensity, abstraction, and hierarchical formalism. Strong influence from Byzantine models for imperial iconography fused with local German expressive power (Reichenau school).
+
+**Material Hierarchy:**
+
+- **Luxury Imperial:** Full palette including ultramarine, gold backgrounds, vermillion
+- **Working Manuscripts:** Limited to ochres, red lead, minimal gold
+
+**School Variations:**
+
+- **Reichenau:** High abstraction, intense emotional expression, emphasis on eyes, bright palette
+- **Trier/Echternach:** More ornamental, strong use of gold
+
+**Authentication Requirements:** Every element reflects 10th/11th-century capabilities - no Carolingian-level naturalistic volume, no Gothic S-curve, no modern pigments.
+
+---
diff --git a/styles/medieval_illumination/romanesque_manuscript_illumination.md b/styles/medieval_illumination/romanesque_manuscript_illumination.md
new file mode 100644
index 0000000..6801704
--- /dev/null
+++ b/styles/medieval_illumination/romanesque_manuscript_illumination.md
@@ -0,0 +1,270 @@
+---
+id: romanesque_manuscript_illumination
+group: "Medieval Illumination"
+movement: "Romanesque Monastic Scriptoria"
+artist: "Romanesque Workshops"
+display_name: "Romanesque Manuscript Illumination — Architectural Narrative"
+style_scope: "movement"
+hero_image: null
+ratios: ["3:4", "1:1", "5:4"]
+ratios_status: "provisional"
+ratios_notes: "3:4 hosts historiated initials, perfect squares anchor carpet pages, and 5:4 panels capture nave-like story grids."
+modes: ["Historiated Initial", "Narrative Panel"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "Stack scenes like bayed architecture with saints or prophets tiered under arcades."
+  identity_priority: ["geometry", "gesture", "palette"]
+about: >
+  Romanesque monks engineered narrative walls of color and pattern, turning every initial into a miniature cloister.
+  We preserve their masonry geometry and palette of mineral reds, lapis, and verdigris while scripting new visions.
+---
+
+**Version:** 4.2
+ **Purpose:** A forensically-researched scaffold for generating authentic Romanesque manuscript illumination (11th-12th century) based on visual evidence analysis of surviving codices. Emphasizes monumental scale, architectural complexity, and abstract-symbolic representation over naturalistic rendering.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications ("2-3mm iron gall outlines", "1-2mm tempera thickness") override descriptive language ("bold", "thick paint").
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Medieval Material Authenticity:** No digital photo filters, Instagram effects, or modern post-processing; surface must exhibit authentic 11th-12th century manuscript characteristics.
+- **Anti-Renaissance Bias:** Authority to reject naturalistic perspective, atmospheric modeling, or Renaissance-level sophistication when historically inaccurate.
+- **Face-Treatment Flags (choose one):**
+  - `tempera-flat-linear`: Flat tempera application with 2-3mm iron gall outlines, no atmospheric modeling
+  - `manuscript-symbolic`: Large eyes (25-30% oversized), minimal facial modeling, linear definition
+  - `monumental-hieratic`: Frontal or 3/4 poses, gesture-based expression, symbolic scale proportions
+- **Pose Flags (choose one):** `frontal-hieratic`, `three-quarter-symbolic`, `blessing-gesture`, `pointing-narrative`, `architectural-framed`, `mandorla-enclosed`.
+- **Canvas Control Flags (choose one):** `manuscript-proportioned`, `architectural-framed`, `register-divided`.
+- **Material Physics Authority:** 11th-12th century substrate, pigment, and binding agent specifications override aesthetic preferences.
+- **Scale-Dependent Technique:** Monumental scale viewing requirements affect detail hierarchy and compositional emphasis.
+- **Architectural Authenticity:** Romanesque forms (round arches, geometric capitals) take precedence over Gothic or Renaissance elements.
+- **Text policy:** Only render text if Section 8 authorizes; use Caroline minuscule and period-appropriate abbreviations.
+- **Safety/IP:** No nudity/gore; no modern logos/watermarks/signatures.
+- **Age & wardrobe guardrail:** Religious figures = period-appropriate vestments; secular figures = 11th-12th century attire.
+- **Composition boundaries:** No frames outside the manuscript page; decorative borders must be period-authentic.
+- **Failure Mode Flags:** Avoid Gothic naturalism, Renaissance perspective, Victorian medieval revival aesthetics.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw in **Romanesque Manuscript Illumination** for **manuscript page format**.
+- Identity via symbolic attributes, hierarchical scale, and gestural expression.
+- **IP Safeguard Declaration:** Create original religious/narrative compositions avoiding copyrighted iconographic programs.
+- Declare **Face-Treatment Flag**: `tempera-flat-linear`.
+- Declare **Pose Flag**: `frontal-hieratic` or `three-quarter-symbolic`.
+- Declare **Canvas Control Flag**: `manuscript-proportioned`.
+- **Style Dominance line:** Romanesque abstract-monumental synthesis dominates over naturalistic representation.
+- **Mode Selector:** manuscript page, initial letter, narrative cycle, devotional image.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION (choose one exact specification):**
+
+**MANUSCRIPT FORMATS:**
+
+- `2:3` (standard manuscript page / folio proportion)
+- `3:4` (deluxe manuscript proportion)
+- `1:1` (initial letter / medallion format)
+- `4:5` (portable book proportion)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** architectural-register-division
+- **Spatial Allocation:** hierarchical zones with symbolic scale relationships
+- **Background Treatment:** symbolic color fields with architectural framing elements
+- **Format Justification:** manuscript page proportions serve monumental narrative presentation
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Ottonian monumentality, Insular decorative complexity, Byzantine hieratic formalism, classical architectural revival.
+- **Medium/Production method:** Egg tempera on animal parchment with iron gall ink outlines, gold leaf on red-stained gesso preparation.
+- **Thematic purpose:** Religious narrative instruction, devotional contemplation, institutional prestige display.
+- **3–5 hallmark motifs with quantified specifications:**
+  - Romanesque architectural framing: round arches, geometric column capitals, 15-25mm border width
+  - Hierarchical figure scaling: divine figures 15-20% larger than human figures
+  - Interlaced border decoration: geometric knotwork patterns 10-15mm width
+  - Mandorla/vesica piscis enclosures: oval frames for divine figures with 2-3mm outline weight
+  - Inhabited vine scrolls: stylized foliage with animal/hybrid creatures integrated at 5-8mm scale
+- **Period framing:** 11th-12th century, peak Romanesque monastery production.
+- **Tone Tag:** Monumental-Abstract-Symbolic.
+- **Production Era Authenticity:** Monastic scriptorium production with liturgical book standards, costly materials indicating institutional patronage.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Line Quality with Tool Marks:** 2-3mm primary outlines in iron gall ink, 1-1.5mm secondary contours, consistent hierarchical weight system, no atmospheric line variation, structural definition only.
+- **Color Mixing Methods:** Flat tempera fields with distinct boundaries, 1-2mm paint thickness, pigments suspended in egg yolk binder, no visible brushstrokes, sharp color transitions without blending.
+- **Texture Thickness Specifications:** Smooth opaque coverage maintaining parchment texture visibility, raised gesso preparation for gold areas (3-4mm thickness), burnished gold leaf with directional tool marks.
+- **Edge Treatment:** Bold linear separation between color fields, architectural outline definition, mandorla/frame emphasis through weight contrast.
+- **Stroke Economy with Directional Requirements:** Minimal stroke economy favoring symbolic clarity, directional emphasis toward narrative focal points, gesture lines radiating from authority figures.
+- **Surface Depth Measurements:** Flat symbolic space with register-based depth indication, architectural elements suggesting spatial containment without perspective recession.
+- **Detail Hierarchy with Proportional Specifications:** Face details 25-30% oversized eyes, 15-20% enlarged hands for gesture emphasis, architectural details proportioned to symbolic rather than realistic scale.
+- **Material Simulation with Authentic Characteristics:** Visible parchment texture, natural substrate color variations, ruled text lines, gold leaf application over red bole with characteristic tool burnishing marks.
+- **Pose Anchors:** Frontal or 3/4 poses, symmetrical groupings around central figures, blessing/pointing gesture vocabulary, hierarchical scale relationships.
+- **Scale Hierarchy Anchor:** 6-7 head height figure proportions, symbolic scaling by narrative importance, architectural proportions serving compositional rather than realistic requirements.
+- **Material Authenticity Anchor:** 11th-12th century pigment palette (ultramarine, vermillion, verdigris, orpiment, red ochre, lead white), egg tempera binding, animal parchment substrate with preparation characteristics.
+- **Period Consistency Anchor:** Romanesque architectural forms (round arches, geometric capitals), Caroline minuscule script integration, nomina sacra abbreviations.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Religious vestments (episcopal, monastic, clerical), secular nobility (Byzantine-influenced), royal regalia (crown, scepter, orb).
+- **Fabric behavior:** Geometric drapery patterns with linear fold definition, fabric falls in abstract sculptural arrangements, heavy textile weight suggested through bold outline definition.
+- **Accessory caps:** Minimalist 0-2 symbolic attributes (chalice, book, sword, crown), maximum focus on gesture and architectural setting.
+- **Color palette restrictions:** 11th-12th century pigment limitations with symbolic color assignments (blue = divine, red = earthly power, gold = eternal light, purple = imperial authority).
+- **Wardrobe variation required:** Cycle through clerical vestment colors and patterns, vary secular costume details while maintaining period authenticity.
+- **Props:** 1 primary symbolic attribute + optional 1 secondary (total ≤2) with liturgical/narrative appropriateness.
+- **Coherence filter:** All elements support Romanesque monumental presentation; fallback = architectural framing emphasis.
+
+**YAML prop pools:**
+
+```yaml
+religious_props:
+  primary: [chalice, gospel_book, cross_staff, crozier, thurible]
+  secondary: [scroll, keys, palm_branch, crown, sword]
+secular_props:
+  primary: [sword, crown, scepter, orb, shield]
+  secondary: [hunting_horn, falcon, scroll, purse, dagger]
+architectural_elements:
+  framing: [round_arch, column_capital, mandorla, arcade]
+  decorative: [vine_scroll, interlace_knot, foliate_border]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "unmodified framing"
+  - "Gothic pointed arches", "Renaissance perspective", "atmospheric modeling"
+  - "naturalistic proportions", "chiaroscuro shading", "linear perspective recession"
+  - "Victorian medieval revival", "Pre-Raphaelite interpretation", "Arts and Crafts styling"
+- **Canvas Positives (≥2):**
+  - "exactly [declared ratio]", "manuscript page proportioned"
+  - "2-3mm iron gall outlines", "flat tempera color fields"
+  - "Romanesque round arches", "hierarchical symbolic scaling"
+  - "11th-12th century pigment palette", "egg tempera binding authentic"
+- **Vocabulary warnings:** Avoid "naturalistic," "realistic proportions," "atmospheric depth," "Gothic elements," "Renaissance sophistication."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For Manuscript Ratios (2:3, 3:4):** Hierarchical register division, architectural framing emphasis, 60-70% image to 30-40% text integration
+- **For Square (1:1):** Central medallion composition, radial decorative border system, mandorla/vesica piscis framing
+- **For Portrait (4:5):** Vertical figure emphasis with architectural canopy, border decoration integration
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Flat symbolic space with architectural register division, no linear perspective, hierarchical scaling by narrative importance
+- **Grid/symmetry:** Architectural grid based on Romanesque proportional systems, symmetrical figure groupings around authority centers
+- **Figure:ground ratio:** 60-70% figure dominance with architectural background support, symbolic color field backgrounds
+- **Density percentage:** Moderate density allowing monumental figure presentation, decorative border complexity balanced with central clarity
+- **Lighting logic:** No atmospheric lighting, symbolic light emanation from divine figures, gold background luminosity
+- **Detail:negative space ratio:** Balanced for manuscript scale viewing, border decoration offsetting central composition weight
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Animal parchment prepared for deluxe manuscript production, visible ruled lines, natural texture variations
+- **Frame/Band Anchor:** Decorative border system with interlaced geometric patterns, inhabited vine scrolls, 15-25mm width proportioned to page format
+- **Production Context Anchor:** Monastic scriptorium environment, liturgical book standards, institutional patronage quality
+- **Ratio Enforcement Anchor:** Composition designed specifically for manuscript page proportions with integrated text zone consideration
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** Allow text integration for authentic manuscript page presentation.
+- **If allowed:**
+  - **Ratio-Appropriate Zones:** Text columns respecting architectural composition framework, Caroline minuscule script integration
+  - **Copy limits:** Sacred texts, liturgical passages, narrative tituli positioned for manuscript reading patterns
+  - **Period-Appropriate Typography:** Caroline minuscule for body text, decorated capitals 20-40mm height, nomina sacra abbreviations
+  - **Font recommendation:** "Period-authentic Caroline minuscule (no modern equivalent). Reference: 11th-12th century monastery scripts."
+- **Format-Specific Text Rules:**
+  - **Manuscript page mode:** Integrated text-image layout with ruled column structure
+  - **Initial letter mode:** Text integration within decorated capital framework
+  - **Narrative cycle:** Tituli and explanatory text positioned within architectural registers
+- **Historical accuracy:** Script forms must match 11th-12th century manuscript standards with documented abbreviation systems.
+- **Production Method Integration:** Text rendered with period-appropriate ink application, ruled line guidance, justified column alignment.
+
+------
+
+## Enhanced Validation Checklist (background based, do not add to prompt)
+
+- **Section 1:** Canvas Override + exact ratio + IP Safeguard + Style Dominance + Face Flag + Pose Flag + Canvas Control Flag
+- **Section 2:** Manuscript ratio selection + architectural register strategy + hierarchical allocation + symbolic background + format justification
+- **Section 3:** 5 fields + tone tag + production era authenticity
+- **Section 4:** ≥5 anchors + measurement specifications + pose + scale + material authenticity + period consistency
+- **Section 5:** Wardrobe + YAML props + period variation + Romanesque coherence
+- **Section 6:** ≥2 canvas negatives + ≥2 canvas positives + vocabulary warnings
+- **Section 7:** Ratio-specific composition + perspective regime + figure:ground + density + symbolic lighting + surface context + frame policy + production context + ratio enforcement
+- **Section 8:** Text integration policy + manuscript layout + script accuracy + period authenticity
+- **Canvas Control:** Manuscript proportions specified, architectural division declared, original dimensions ignored
+- **IP Protection:** Original religious composition, appropriate symbolic iconography
+- **Material authenticity:** 11th-12th century techniques verified
+- **Production authenticity:** Monastic scriptorium standards maintained
+- **Composition boundaries:** Decorative borders only, no external frames
+- **Period consistency:** Romanesque architectural elements throughout
+- **Technical precision:** Quantified measurements for line weights, paint thickness, scale proportions
+- **Anti-naturalism:** Symbolic representation enforced over realistic rendering
+
+------
+
+## Romanesque-Specific Technical Requirements
+
+### Core Material Physics
+
+- **Substrate:** Animal parchment with visible texture, natural color variations, ruled preparation lines
+- **Primary Medium:** Egg tempera with documented 11th-12th century pigment palette
+- **Outline System:** Iron gall ink at 2-3mm primary weight, 1-1.5mm secondary hierarchy
+- **Gold Application:** Raised red-stained gesso preparation, burnished gold leaf with tool mark directionality
+
+### Architectural Framework Specifications
+
+- **Arch Forms:** Round arches only (no Gothic pointed arches)
+- **Column Systems:** Geometric capitals with stylized foliage, proportional relationships
+- **Framing Elements:** Mandorla/vesica piscis for divine figures, architectural canopies for earthly authority
+- **Border Systems:** Interlaced geometric patterns, inhabited vine scrolls, measured proportional relationships
+
+### Figure Treatment Standards
+
+- **Scale Hierarchy:** Symbolic proportions (divine 15-20% larger than human)
+- **Pose Vocabulary:** Frontal/3-4 hieratic positions, blessing/pointing gesture systems
+- **Facial Features:** Enlarged eyes (25-30%), linear definition, minimal atmospheric modeling
+- **Drapery Treatment:** Geometric fold patterns, abstract sculptural arrangements, bold outline definition
+
+### Color and Surface Authenticity
+
+- **Pigment Constraints:** Ultramarine, vermillion, verdigris, orpiment, red ochre, lead white only
+- **Application Method:** Flat color fields with sharp transitions, no atmospheric blending
+- **Surface Texture:** Smooth opaque coverage maintaining substrate visibility
+- **Symbolic Color Logic:** Blue=divine, red=earthly power, gold=eternal light, purple=imperial authority
+
+This framework enforces authentic Romanesque manuscript illumination characteristics while preventing contamination from Gothic, Renaissance, or modern revival interpretations.
+
+---
diff --git a/styles/modern_age_comics/alex_ross_painterly_realism.md b/styles/modern_age_comics/alex_ross_painterly_realism.md
new file mode 100644
index 0000000..73bc8fb
--- /dev/null
+++ b/styles/modern_age_comics/alex_ross_painterly_realism.md
@@ -0,0 +1,315 @@
+---
+id: alex_ross_painterly_realism
+group: Modern Age Comics
+movement: Photorealistic Superhero Painting
+artist: Alex Ross
+display_name: Alex Ross — Painterly Superhero Realism
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '16:9'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Ross paints for 2:3 covers, 3:4 gallery boards, and 16:9 cinematic
+  wraparounds—choose based on the tableau scope.
+modes:
+  - Photorealistic Painting
+  - Cinematic Widescreen
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Alex Ross treats superheroes like Renaissance apostles—gouache over pencil,
+  charcoal underdrawings, and theatre lighting spotlighting every fold. We
+  retain that reverent realism while creating brand-new icons and allegorical
+  staging.
+hero_image: null
+---
+
+# Alex Ross Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Photographic realism authority supersedes stylization; classical painting technique over comic conventions **Face-Treatment Flag:** `gouache-opaque` with `watercolor-soft` glazing for photorealistic accuracy **Pose Flag:** `cultural-traditional` with classical sculpture influence and museum-quality positioning **Canvas Control Flag:** `format-native` for painterly composition optimized for declared aspect ratio **Material Physics Authority:** Strathmore Bristol 500 series substrate, gouache opacity layers, watercolor glazing technique, museum-quality archival materials **Cultural/Period Authenticity:** Traditional painting methods applied to superhero subjects, classical art training integration, photographic reference methodology **Production Method:** Black-and-white gouache underpainting with transparent watercolor color glazing, live model photographic reference accuracy **Technical Specifications:** 4-ply Bristol board preparation, workable fixative application, thin gouache translucent effects, minimal brush texture visibility **Modern Age Innovation:** Photorealistic superhero painting establishing fine art comic integration, classical technique applied to popular culture **IP Protection:** Original superhero character design avoiding existing iconography, distinct costume elements, alternative heroic themes with museum-quality presentation **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures, classical art standards
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **museum-quality painted artwork** - NO photographic elements, NO digital effects. Transform the subject into a **generic original superhero** in **Alex Ross's photorealistic gouache and watercolor technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female superhero; if male subject, create male superhero. **Painting Method Authority:** Use traditional gouache underpainting with watercolor glazing technique - NO digital painting effects, NO photographic manipulation. **IP Safeguard:** Create original superhero character with completely distinct design (avoid all DC/Marvel iconography - NO Superman symbols, NO Batman elements, NO Wonder Woman references, NO existing superhero costume designs), unique heroic theme, alternative classical heroic presentation - ZERO resemblance to Kingdom Come, Marvels, or any existing Ross character designs. **Illustration Authority:** ALL elements must follow Ross's painted technique - NO photographic portraits, NO digital rendering, NO modern effects. **Likeness (style-first):** Identity via **classical heroic pose/noble expression/museum-quality presentation**; integrate into **photorealistic painted medium** emphasizing **fine art technique** and **classical heroic ideals**. **Face-Treatment Flag:** `gouache-opaque` **Pose Flag:** `cultural-traditional` **Canvas Control Flag:** `format-native` **Style dominance:** Ross's photorealistic painting technique overrides all comic conventions, prioritizing **fine art quality** and **classical heroic presentation**. **Mode Selector:** Photorealistic Superhero Painting with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (alternative painted proportion)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** format-native with painterly composition requiring museum-quality layout for declared ratio
+- **Spatial Allocation:** Character prominence 60-70%, classical environmental context 20-25%, atmospheric effects 10-15%, typography zones 5-10%
+- **Background Treatment:** Classical environmental settings that support heroic themes with fine art presentation quality
+- **Format Justification:** Comic cover requires painterly layout for fine art appeal with integrated classical heroic positioning
+## 3) Style Context & Material Authenticity
+
+Alex Ross's revolutionary photorealistic style (1993-present) established **fine art superhero aesthetics** through **classical painting technique mastery** and **photographic reference accuracy**. Production method emphasizes **traditional gouache foundation** with **watercolor glazing application**, **live model reference photography**, and **classical art storytelling with superhero subjects**. **Paper substrate:** **Strathmore Bristol 500 series with 4-ply tooth texture** creating **even absorption and superior archival quality**. Purpose focuses on **heroic inspiration through fine art presentation** and **classical visual storytelling** within **museum-quality comic production**.
+
+**Hallmark motifs include:**
+
+- **95% photographic proportion accuracy** to live model references with classical posing
+- **3-5 gouache opacity layers** for form development with **2-3 watercolor glaze layers** for color accuracy
+- **Full tonal spectrum** from **paper white to deep black** with **30+ distinguishable value steps**
+- **Classical sculpture influence** in **pose selection and lighting** with **museum-quality presentation standards**
+- **Realistic textile physics** with **authentic fabric drape, sheen, and material behavior**
+- **Thin gouache application** creating **translucent effects** with **minimal visible brush texture**
+- **Live model photographic reference** ensuring **anatomical accuracy and natural gesture**
+
+**Period framing:** **1990s-present fine art comic integration** with **classical art training applied to popular culture** creating **museum-quality but accessible entertainment**.
+
+**Innovation line:** **Photorealistic superhero painting mastery** / **Classical technique comic integration** / **Live model reference methodology** / **Ross's fine art popular culture fusion**.
+## 4) Technical Method & Mark-Making
+
+**Surface Preparation Authority:** **Strathmore Bristol 500 series, 4-ply tooth specification** for **even gouache and watercolor absorption**. **Paper preparation** includes **proper sizing** and **surface tension optimization** for **multi-layer application**.
+
+**Underpainting Method:** **Black-and-white gouache grisaille** with **complete tonal development** before **color application**. **3-5 opacity layers** building **form modeling** and **value structure**. **Workable fixative application** between **gouache and watercolor stages**.
+
+**Glazing Technique:** **Transparent watercolor application** over **dried gouache underpainting**. **2-3 color glaze layers** for **photographic color accuracy**. **Thin application** maintaining **translucent effects** without **opacity loss**.
+
+**Photographic Reference Accuracy:** **95% proportion fidelity** to **live model photography**. **Anatomical precision** with **natural gesture and expression**. **Classical posing** influenced by **sculpture and fine art tradition**.
+
+**Brush Technique:** **Minimal visible brush texture** with **smooth application methods**. **Soft edge transitions** and **realistic surface rendering**. **Tool marks eliminated** for **photographic surface quality**.
+
+**Tonal Range Mastery:** **Full spectrum value control** from **paper white highlights** to **deep black shadows**. **30+ distinguishable value steps** for **photographic accuracy**. **Gradual transitions** without **visible value jumps**.
+
+**Material Authenticity Anchor:** **Traditional gouache and watercolor only** - NO digital painting simulation, NO photographic manipulation, NO modern post-processing effects.
+
+**Canvas Adaptation Anchor:** Painting composition optimized for **2:3 format** with **classical heroic presentation** and **museum-quality visual impact**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Classical Hero:** **Alternative color schemes** (royal blue/gold/white, deep green/silver/cream, rich purple/bronze/ivory, burgundy/copper/pearl), **unique heroic symbol** (classical emblems, heraldic designs, geometric patterns, noble insignia - NO existing superhero iconography), **classical costume design** (toga-influenced styling, classical armor elements, noble draping, museum-quality presentation), **heroic styling** appropriate to **fine art genre**, **classical design** with **Ross's photorealistic aesthetic**; accessories maximum **1-2** classical heroic items.
+
+**Supporting Character Wardrobe:**
+
+- **Classical civilians:** **Museum-quality contemporary attire** with **fine art presentation** and **classical influence**
+- **Heroic figures:** **Classical heroic clothing** with **photorealistic fabric rendering**
+- **Authority figures:** **Dignified professional attire** appropriate to **classical heroic context**
+
+**Prop Selector**
+
+```yaml
+vertex_classical_props:
+  heroic_demonstration: [classical strength displays, noble power exhibitions, heroic rescues, inspiring actions]
+  classical_elements: [heraldic banners, noble weapons, classical architecture, inspiring symbols]
+  environmental_context: [classical buildings, noble landscapes, inspiring vistas, heroic settings]
+  atmospheric_effects: [dramatic lighting, classical weather, inspiring skies, noble atmospheres]
+  fine_art_accessories: [classical costume elements, noble materials, heroic emblems, inspiring details]
+  micro_details: [classical textile emphasis, noble symbol areas, heroic focal points, inspiring elements]
+  exclusions:
+    - "no DC Comics character iconography"
+    - "no Marvel Comics character elements"
+    - "no Kingdom Come specific references"
+    - "no Marvels series specific elements"
+    - "no existing superhero costume designs"
+    - "no recognizable superhero symbols"
+    - "no copyrighted character elements"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "comic book stylization", "digital painting effects", "photographic manipulation", "existing superhero iconography", "DC Comics characters", "Marvel Comics characters", "Kingdom Come references", "Marvels series elements", "Superman symbols", "Batman elements", "Wonder Woman references", "rough comic art", "simplified rendering", "modern digital effects", "photographic elements anywhere", "realistic photography"; **NO photographic elements in composition**; **NO existing superhero character elements from any publisher**; **NO digital painting that eliminates traditional gouache/watercolor authenticity**; **NO simplified comic art that removes Ross's photorealistic precision**; **NO modern effects that remove classical painting quality**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Alex Ross photorealistic gouache technique", "95% photographic proportion accuracy", "3-5 gouache opacity layers", "2-3 watercolor glaze layers", "30+ distinguishable value steps", "Strathmore Bristol 4-ply preparation", "classical sculpture influence", "live model reference accuracy", "traditional painting methods only", "museum-quality presentation standards", "fine art superhero integration".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 10-15% for **elegant "VERTEX COMICS"** with **classical typography integration**
+- **Character prominence:** Central 60-70% featuring original superhero in **Ross photorealistic presentation**
+- **Classical atmosphere showcase:** **Museum-quality environmental context** with **fine art landscape/architectural elements**
+- **Heroic context:** Clear superhero nobility appropriate to **classical fine art entertainment**
+- **Fine art integration:** **Painting technique** and **classical composition** integrated with cover design
+
+**Classical Environment:** **Museum-quality environmental settings** with **classical architectural elements**, **noble atmospheric effects**, **fine art landscape elements**, and **heroic classical contexts**. **Traditional painting technique** applied to **environmental rendering** following **Ross's photorealistic methodology**. **Surface Context Anchor:** Traditional Bristol board painting with gouache and watercolor application appropriate to fine art comic production. **Frame/Band Anchor:** Elegant comic cover layout - classical framing typical of Ross's fine art approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated classical heroic presentation and museum-quality typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic fine art comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Elegant "VERTEX COMICS"** with **classical styling** and **fine art integration** (closest Google Font: Trajan Pro or Cinzel)
+- **Issue information:** "No. [X]" and "$3.99" pricing in **premium comic styling**
+- **Story elements:** 1-2 **classical-themed coverlines** (e.g., "Heroic Nobility Revealed!", "Classical Heroism Reborn!")
+- **Publisher credit:** "Vertex Comics Publications" in elegant text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Classical, elegant lettering** with **fine art museum quality**
+- **Cover text:** **Classical style** or closest approximation: **Trajan Pro, Cinzel, or Optima**
+- **Color schemes:** **Elegant combinations** (gold on deep blue, ivory on burgundy) for **fine art appeal**
+- **Classical integration:** Typography designed with **museum-quality presentation** for maximum heroic impact
+
+**Historical Accuracy:** Typography must match contemporary premium comic conventions with current pricing ($3.99), fine art production values, and classical styling appropriate to photorealistic superhero comics with Ross's museum-quality presentation standards.
+
+---
+
+- - # Bryan Hitch Style
+  
+    ## 🔧 Artist-Specific Renderer-Agnostic Adapter
+  
+    **Constraint precedence:** Cinematic scope authority supersedes character-focused composition; architectural precision overrides gesture-based positioning **Face-Treatment Flag:** `digital-painted` with `photorealistic-accuracy` characteristics and film-quality lighting integration **Pose Flag:** `cinematic-widescreen` with panoramic staging priority and environmental context emphasis **Canvas Control Flag:** `strict-reframe` for widescreen composition requirements and architectural showcase **Material Physics Authority:** 2H pencil precision techniques, lightbox transfer methodology, architectural drafting standards with mathematical perspective accuracy **Cultural/Period Authenticity:** 2000s Ultimate Comics cinematic aesthetic, widescreen panel innovation, architectural precision philosophy **Technical Specifications:** Mathematical perspective construction, environmental detail density, panoramic composition ratios, film-quality lighting applications **Cinematic Innovation:** Widescreen panel ratios establishing cinematic comic aesthetics, architectural background mastery applied to superhero subjects **IP Protection:** Original character design avoiding existing Ultimate universe iconography, distinct environmental themes, alternative architectural contexts **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures, cinematic artistic standards
+  
+    > **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+  
+    ------
+  
+    ## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+  
+    **CANVAS OVERRIDE:** Recompose to exactly **16:9 widescreen format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **cinematic architectural comic art** - NO photographic elements, NO digital effects. Transform the subject into a **generic original superhero** in **Bryan Hitch's widescreen cinematic technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female superhero; if male subject, create male superhero. **Cinematic Method Authority:** Use panoramic architectural composition with precision technique - NO static positioning, NO environment-lacking corrections. **IP Safeguard:** Create original superhero character with completely distinct design (avoid all Ultimate Comics iconography - NO Ultimate universe elements, NO Millar-verse references, NO Authority designs, NO Ultimates character elements), unique cinematic heroic theme, alternative architectural presentation - ZERO resemblance to Hitch's established characters. **Illustration Authority:** ALL elements must follow Hitch's cinematic technique - NO photographic portraits, NO digital rendering, NO static comic conventions. **Likeness (style-first):** Identity via **panoramic heroic pose/architectural expression/environmental gesture**; integrate into **cinematic comic medium** emphasizing **widescreen technique** and **architectural mastery**. **Face-Treatment Flag:** `digital-painted` **Pose Flag:** `cinematic-widescreen` **Canvas Control Flag:** `strict-reframe` **Style dominance:** Hitch's cinematic dynamics overrides all static comic approaches, prioritizing **panoramic flow** and **architectural authenticity**. **Mode Selector:** Cinematic Widescreen Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+  
+    **MANDATORY RATIO SELECTION:**
+  
+    - **16:9** (cinematic widescreen - primary choice)
+    - **21:9** (ultra-widescreen alternative)
+    - **5:3** (panoramic variation)
+  
+    **CANVAS RECOMPOSITION STRATEGY:**
+  
+    - **Reframing Method:** strict-reframe with architectural precision requiring mathematical perspective construction space
+    - **Spatial Allocation:** Environmental context 50-60%, character prominence 25-35%, architectural detail 15-20%, typography zones 10-15%
+    - **Background Treatment:** Detailed architectural environments that support cinematic scope without character diminishment
+    - **Format Justification:** Widescreen format requires panoramic composition for cinematic appeal with integrated architectural precision positioning
+## 3) Style Context & Material Authenticity
+  
+    Bryan Hitch's revolutionary cinematic style (1996-present) established **widescreen comic aesthetics** through **architectural precision mastery** and **panoramic composition expertise**. Production method emphasizes **mathematical perspective construction** with **environmental detail density**, **film-quality lighting philosophy**, and **2H pencil precision methodology with lightbox transfer integration**. **Digital substrate:** **Photorealistic accuracy simulation** creating **cinematic lighting effects and architectural detail interaction**. Purpose focuses on **heroic expression through environmental authenticity** and **cinematic visual storytelling** within **widescreen comic production**.
+  
+    **Hallmark motifs include:**
+  
+    - **60% environmental context dominance** showing **architectural precision patterns** with **panoramic gesture application**
+    - **Mathematical perspective construction** with **vanishing point accuracy** in **80% of background compositions**
+    - **Detail density distribution** with **background 50-70% of foreground detail concentration**
+    - **Scale hierarchy distribution** with **characters 15-40% of panel space** to **architectural environment dominance**
+    - **Film-quality lighting integration** across **dramatic environmental illumination** with **cinematic atmosphere flow**
+    - **2H pencil precision techniques** creating **architectural accuracy interaction** and **technical drafting integration**
+    - **Lightbox transfer methodology** with **construction emphasis** and **maximum cinematic authenticity**
+  
+    **Period framing:** **2000s Ultimate Comics cinematic revolution** with **widescreen comic ideals** creating **panoramic but heroic entertainment**.
+  
+    **Innovation line:** **Widescreen composition mastery** / **Cinematic comic architecture** / **Mathematical precision integration** / **Hitch's panoramic flow expertise**.
+## 4) Technical Method & Mark-Making
+  
+    **Perspective Construction Authority:** **Mathematical vanishing point accuracy** for architectural elements and environmental context, **2H pencil precision (0.1mm)** for construction lines and technical drawing, **lightbox transfer methodology** for enlarged detail transfer, **architectural scale fidelity** with documented building proportions.
+  
+    **Environmental Detail Mechanics:** **Background architecture receives 50-70% of foreground figure detail density**. **Panoramic staging priority** with **widescreen movement patterns** creating **cinematic scope**. **Film-aspect ratio choices** enhancing environmental flow with **simultaneous perspective vectors**.
+  
+    **Cinematic Lighting Technique:** **Film-quality illumination applications** creating **dramatic environmental effects**. **Digital painting method** for **photorealistic character rendering** with **architectural lighting consistency**. **Cool environmental shadows contrasted with warm character highlights**.
+  
+    **Precision Line Specificity:** **2H pencil foundation** with **architectural curve adherence**. **Construction line density (mathematical grid structure)** based on perspective accuracy. **Lightbox transfer precision** for detail enlargement from thumbnail to final. **Technical drafting application** concentrated in architectural areas with **minimal sketch zone interference**.
+  
+    **Scale Relationship Control:** **Characters occupy 15-40% of panel space** with **environmental context emphasis**. **Architectural proportions** through **realistic building scale** and **human figure reference**. **Panoramic composition** creating **widescreen visual impact**.
+  
+    **Digital Integration Physics:** **Photorealistic painting effects** with **architectural accuracy maintenance** and **cinematic depth creation**. **Environmental complexity** and **perspective trails** following **widescreen composition patterns**.
+  
+    **Canvas Adaptation Anchor:** Comic cover composition optimized for **16:9 format** with **architectural precision showcase** and **cinematic heroic presentation**.
+## 5) Wardrobe, Props & Setting Conventions
+  
+    **IP-Safe Original Superhero Design:**
+  
+    - **Original Cinematic Hero:** **Realistic color schemes** (military blues/grays/blacks, tactical greens/browns/tans, urban grays/blues/whites, stealth blacks/charcoals/silvers, classic reds/golds/blues), **unique environmental symbol** (architectural emblems, urban patterns, tactical designs, environmental motifs - NO Ultimate Comics iconography), **tactical costume design** (realistic materials, function-based elements, cinematic styling, practical presentation), **heroic styling** appropriate to **cinematic genre**, **environmental design** with **Hitch's architectural aesthetic**; accessories maximum **1-2** practical items.
+  
+    **Supporting Character Wardrobe:**
+  
+    - **Cinematic heroes:** **Realistic tactical attire** with **environmental presentation** and **practical styling**
+    - **Environmental figures:** **Period-appropriate clothing** with **architectural lighting emphasis**
+    - **Urban characters:** **Contemporary costume design** appropriate to **cinematic context**
+  
+    **Prop Selector**
+  
+    ```yaml
+    vertex_cinematic_props:
+      environmental_elements: [urban architecture, tactical equipment, realistic accessories, practical gear]
+      architectural_objects: [building integration, structural phenomena, construction effects, environmental accuracy]
+      heroic_demonstration: [practical power displays, environmental interaction shows, architectural heroics, cinematic abilities]
+      realistic_environment: [urban settings, architectural landscapes, construction backgrounds, environmental contexts]
+      cinematic_effects: [film lighting, environmental elements, atmospheric phenomena, realistic displays]
+      micro_details: [architectural texture emphasis, environmental detail zones, construction focal points, realistic elements]
+      exclusions:
+        - "no Ultimate Comics character iconography"
+        - "no Authority specific elements"
+        - "no Ultimates universe references"
+        - "no Millar-verse design elements"
+        - "no Stormwatch character motifs"
+        - "no fantasy technical equipment"
+        - "no oversaturated color schemes"
+    ```
+## 6) Safety & IP Constraints (Hard Rules)
+  
+    **⌐ Canvas Negatives:** "original image proportions", "character-focused positioning", "oversaturated color palettes", "fantasy tone dominance", "cartoon color schemes", "animated approaches", "color exaggeration", "Ultimate Comics character iconography", "Authority elements", "Ultimates references", "Millar-verse designs", "Stormwatch character motifs", "environment-lacking compositions", "static architectural representation", "uniform perspective treatment", "flat environmental lighting", "photographic elements", "digital rendering", "realistic photography"; **NO photographic elements anywhere in composition**; **NO Ultimate Comics character elements from any property**; **NO character-focused positioning that eliminates Hitch's environmental dominance**; **NO fantasy colors that remove cinematic realism**.
+  
+    **✓ Canvas Positives:** "exactly 16:9 widescreen format", "Vertex Comics original superhero", "Bryan Hitch architectural drafting precision", "60-80% environmental detail density concentration", "mathematical perspective construction with T-square accuracy", "grounded film-actor blocking poses", "environmental interaction requirements", "ultra-precise construction grid foundation (0.1mm 2H pencil)", "extreme architectural detail dominance", "maximum environmental definition priority", "ultra-dense perspective accuracy (mathematical drafting structure)", "heavy architectural texture weight concentration", "visible construction line precision impact", "realistic film-quality lighting authority", "photorealistic character rendering with environmental consistency", "dramatic environmental lighting integration", "architectural drafting precision demonstration", "environmental interaction over floating poses".
+## 7) Composition & Lighting Patterns
+  
+    **WIDESCREEN COMPOSITION REQUIREMENTS:**
+  
+    - **Masthead zone:** Top 10-15% for **bold "VERTEX COMICS"** with **cinematic typography integration**
+    - **Environmental prominence:** Central 50-60% featuring detailed architectural context in **Hitch panoramic presentation**
+    - **Character integration:** **15-40% panel space occupation** with **environmental architectural interaction**
+    - **Heroic context:** Clear cinematic heroics appropriate to **widescreen environmental entertainment**
+    - **Architectural integration:** **Mathematical precision technique** and **environmental accuracy** integrated with cover design
+  
+    **Cinematic Environment:** **Detailed architectural settings** with **urban environmental elements**, **mathematical dramatic phenomena**, **construction architectural effects**, and **realistic heroic contexts**. **Architectural precision technique** applied to **environmental rendering** following **Hitch's cinematic methodology**. **Surface Context Anchor:** Photorealistic accuracy simulation with dramatic lighting effects appropriate to cinematic comic production. **Frame/Band Anchor:** Widescreen comic cover layout - architectural framing typical of Hitch's cinematic approach. **Ratio Enforcement Anchor:** All elements composed specifically for 16:9 widescreen format with integrated architectural precision and cinematic typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+  
+    **Binary:** Allow - **Essential** to authentic cinematic comic cover format.
+  
+    **Required Typography Elements:**
+  
+    - **Masthead:** **Bold "VERTEX COMICS"** with **cinematic styling** and **widescreen integration** (closest Google Font: Eurostile or Bank Gothic)
+    - **Issue information:** "No. [X]" and "$3.99" pricing in **cinematic comic styling**
+    - **Story elements:** 1-2 **environment-themed coverlines** (e.g., "Architectural Precision!", "Cinematic Action Unleashed!")
+    - **Publisher credit:** "Vertex Comics Publications" in bold text
+  
+    **Typography Specifications:**
+  
+    - **Masthead treatment:** **Bold, architectural lettering** with **cinematic authenticity**
+    - **Cover text:** **Technical style** or closest approximation: **Eurostile, Bank Gothic, or Industry**
+    - **Color schemes:** **Realistic combinations** (urban grays, tactical blues) for **cinematic appeal**
+    - **Architectural integration:** Typography designed with **mathematical elements** for maximum environmental impact
+  
+    **Historical Accuracy:** Typography must match 2000s cinematic comic conventions with period pricing ($3.99), widescreen production values, and architectural styling appropriate to realistic superhero comics with Hitch's mathematical design influence.
+  
+    ------
+  
+    ## Additional Technical Specifications
+  
+    ### Hitch Signature Elements:
+  
+    - **Perspective Treatment:** Mathematical accuracy with documented vanishing point construction and architectural scale fidelity
+    - **Environmental Complexity:** Detailed background architecture with 50-70% of foreground character detail density
+    - **Character Scale:** Figures occupy 15-40% of panel space, emphasizing environmental context over character dominance
+    - **Lighting Integration:** Film-quality illumination with realistic shadow placement and environmental atmosphere
+    - **Detail Distribution:** Background receives equal or greater attention than foreground elements
+    - **Construction Line Foundation:** 2H pencil precision (0.1mm) for mathematical perspective accuracy
+    - **Lightbox Transfer Authority:** Thumbnail enlargement system maintaining architectural precision detail
+    - **Urban Integration:** Contemporary architectural elements, realistic building proportions, and environmental authenticity
+    - **Widescreen Ratios:** 60% of panels utilize 16:9 or wider aspect ratios for cinematic impact
+  
+    ### Technical Production Method:
+  
+    - **Phase 1:** Mathematical perspective construction with 2H pencil precision and architectural planning
+    - **Phase 2:** Lightbox transfer from thumbnail to final art board maintaining detail accuracy
+    - **Phase 3:** Environmental detail application with 50-70% background concentration
+    - **Phase 4:** Character integration at 15-40% scale proportion with environmental context
+    - **Result:** Cinematic, architecturally precise visual impact with panoramic depth and realistic dimension
+
+---
diff --git a/styles/modern_age_comics/arthur_adams_detail_deluge.md b/styles/modern_age_comics/arthur_adams_detail_deluge.md
new file mode 100644
index 0000000..6539615
--- /dev/null
+++ b/styles/modern_age_comics/arthur_adams_detail_deluge.md
@@ -0,0 +1,186 @@
+---
+id: arthur_adams_detail_deluge
+group: Modern Age Comics
+movement: Hyper-Detailed Superhero Illustration
+artist: Arthur Adams
+display_name: Arthur Adams — Detail Deluge
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Adams packs so much detail into 2:3 covers that every inch needs to be
+  newsstand-ready—stick to that aspect.
+modes:
+  - Detailed Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Arthur Adams renders a thousand buckles, tentacles, and expression lines per
+  inch. His 1980s-to-present covers teem with kaiju, tech, and charm. We honor
+  that obsessive detail while crafting new monster brawls and gadget-laden
+  heroes.
+hero_image: null
+---
+
+# Arthur Adams Style
+
+## 🔧 Arthur Adams Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Hyper-detail authority over production efficiency, intricate rendering supersedes simplification **Face-Treatment Flag:** `pen-crosshatch` with `ultra-precision-detail` **Pose Flag:** `dynamic-gestural` with anatomical perfection and kinetic energy **Canvas Control Flag:** `strict-reframe` for character showcase priority and detail maximization **Material Physics Authority:** Bristol board substrate, blue pencil construction foundation, Number 2 pencil finalization, mechanical cross-hatching precision with Terry Austin inking influence **Hyper-Detail Method:** Labor-intensive rendering with Michael Golden and Walter Simonson influences, thumbnail-to-final enlargement system, "incredible number of lines" approach **Monster/Sci-Fi Specialization:** Lifelong passion for creatures, dinosaurs, Universal Monsters, and B-movie aesthetics integrated into superhero contexts **Production Scale Method:** Standard 10" x 15" illustration board, double-size enlargement for maximum detail projects, lightbox transfer precision
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Redraw in **Arthur Adams hyper-detailed cross-hatch methodology** for **modern comic cover specification**.
+- Identity via silhouette/gesture/dynamic action poses with anatomical precision.
+- **IP Safeguard Declaration:** Create original Vertex Comics character designs avoiding copyrighted elements appropriate to detailed superhero style with monster/sci-fi influences.
+- Declare **Face-Treatment Flag:** `pen-crosshatch` with `ultra-precision-detail`
+- Declare **Pose Flag:** `dynamic-gestural`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Adams' hyper-detail methodology and cross-hatching precision supersedes all simplified comic approaches, prioritizing **intricate rendering** and **anatomical perfection**.
+- **Mode Selector:** Detailed Superhero Comic Cover with Monster/Sci-Fi Elements
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `2:3` (comic book cover format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe for maximum detail showcase and character presentation
+- **Spatial Allocation:** Character dominance 70-80%, intricate background detail 40-50%, negative space minimization for detail maximization, monster/creature integration 20-30%
+- **Background Treatment:** Detailed environments supporting cross-hatching technique without overwhelming character focus
+- **Format Justification:** 2:3 ratio serves detailed comic cover hierarchy with vertical emphasis allowing maximum character and creature detail showcase
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Michael Golden (Micronauts #6 forward style), Walter Simonson dynamic power, Terry Austin inking precision, manga influences (Masamune Shirow), Universal Monsters, B-movie creature features, dinosaur and monster obsession
+- **Medium/Production method:** Bristol board with blue pencil foundation, Number 2 pencil finalization, mechanical cross-hatching technique, thumbnail-to-lightbox enlargement system, self-inking preference for rendering control
+- **Thematic purpose:** Hyper-detailed superhero adventure with monster/sci-fi elements, kinetic energy emphasis, anatomical perfection within cartoony accessibility
+- **3-5 hallmark motifs:**
+  - **40-80 cross-hatch strokes per square inch** in shadow areas following anatomical contour logic
+  - **8-12x extremity detail concentration** compared to torso masses (hands, faces, costume accessories)
+  - **Thumbnail-to-final enlargement system** (2" x 3" thumbnails to 10" x 15" or double-size final art)
+  - **Monster/creature integration** with Universal Monster and dinosaur influences throughout compositions
+  - **Mechanical accessory complexity** (belts, pouches, cybernetic elements, reflective surfaces) as signature design motifs
+- **Period framing:** Contemporary detailed comic production (1985-present) with traditional hand-drawn technique emphasis
+- **Tone Tag:** Dynamic-detailed with monster/adventure enthusiasm
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Cross-hatching Density Authority:** 40-80 strokes per square inch in shadow areas, direction following anatomical muscle contour logic, Number 2 pencil with consistent line weight, cross-hatching preferred over brushwork for volume rendering
+- **Hyper-Detail Concentration Anchor:** Extremity areas receive 8-12x line concentration compared to torso masses, costume accessory complexity with reflective surface mastery, detailed webbing patterns and mechanical elements
+- **Production Process Precision:** Stage 1: 2" x 3" thumbnail layouts from script, Stage 2: Prismacolor light-blue pencil lightbox transfer to illustration board, Stage 3: Detail clarification with second light-blue pencil pass, Stage 4: Number 2 pencil finalization with cross-hatch rendering, Stage 5: Marker outline emphasis for multi-character compositions
+- **Scale Methodology Anchor:** Standard 10" x 15" production scale, double-size enlargement for maximum detail requirements, lightbox transfer precision from thumbnail to final art
+- **Signature Effects Authority:** **Circle template usage for "Kirby Krackle" cosmic energy effects - outlined with technical pen and filled with brush pen**, photographic reference integration for accuracy, **subtle humor integration through background character cameos (Gumby references)**
+- **Pose Anchors:** Dynamic action emphasis with kinetic energy, idealized figure proportions with anatomical precision, multi-character group composition expertise, heroic gesture economy
+- **Material Authenticity Anchor:** Bristol board substrate requirement for pencil adhesion and detail capacity, blue pencil foundation non-waxy erasable construction, traditional hand-drawn technique without digital simulation
+- **Period Consistency Anchor:** Contemporary detailed comic production with traditional methodology, self-inking approach for rendering control
+- **Production Method Anchor:** Hand-drawn precision with photographic reference integration for unfamiliar objects, multi-stage pencil process with cross-hatch finalization, **detail rendered with clear visual hierarchy and excellent readability, maintaining crisp line definition despite density**
+- **Canvas Adaptation Anchor:** Composition optimized for 2:3 detailed comic cover format with character showcase and monster/creature integration
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix:**
+
+- **Adult figures:** Detailed superhero costumes with mechanical accessory complexity (multiple belts, pouches, cybernetic elements), reflective surface emphasis, anatomically precise fit with dynamic action capability
+- **Monster/Creature designs:** Universal Monster influences with anatomical accuracy, B-movie creature aesthetics, detailed surface textures and reflective elements
+- **Costume complexity:** Numerous mechanical accessories as signature elements, large-eyed mask designs with anatomical precision, detailed webbing patterns
+
+**Fabric Behavior:**
+
+- **Reflective surface mastery:** Chrome, metal, glass rendering with 60-80% reflectivity coefficients, cybernetic limb specialization
+- **Detailed texture work:** "Spaghetti-style" detailed texture application, mechanical surface precision, costume material differentiation
+- **Dynamic movement:** Costume design supporting kinetic action poses, anatomical accuracy within heroic proportions
+
+**Color Palette:** Rich, detailed color schemes supporting cross-hatching technique, monster/creature appropriate earth tones and metallics, reflective surface color accuracy
+
+**Prop Selector:**
+
+```yaml
+vertex_adams_props:
+  mechanical_accessories: [detailed belts, pouches, cybernetic elements, technical gauntlets]
+  monster_elements: [creature features, dinosaur influences, Universal Monster callbacks, B-movie aesthetics]
+  reflective_surfaces: [chrome details, metallic equipment, glass elements, cybernetic components]
+  detailed_weapons: [intricate mechanical designs, reflective surfaces, anatomically appropriate scaling]
+  sci_fi_elements: [detailed technology, creature integration, monster machinery, technical accessories]
+  environmental: [detailed backgrounds, mechanical environments, creature habitats, adventure settings]
+  exclusions:
+    - "no simplified designs"
+    - "no minimal detail work"
+    - "no flat surface rendering"
+    - "no anatomy shortcuts"
+    - "no texture avoidance"
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives (≥2):** "original aspect ratio", "source dimensions", "unmodified framing", "simplified rendering", "minimal detail work", "flat surface treatment", "anatomy shortcuts", "single-line construction", "texture avoidance", "mechanical simplification", "reflective surface neglect", "creature design shortcuts", "production efficiency over quality", "digital shortcut simulation"
+
+**✓ Canvas Positives (≥2):** "exactly 2:3 ratio", "recomposed for detailed comic cover format", "40-80 cross-hatch strokes per square inch in shadow areas", "8-12x extremity detail concentration compared to torso areas", "thumbnail-to-lightbox enlargement system precision", "Number 2 pencil finalization with cross-hatch rendering", "monster/creature integration with Universal Monster influences", "mechanical accessory complexity with reflective surface mastery", "Bristol board substrate with blue pencil foundation", "anatomical precision within dynamic action poses", "kinetic energy emphasis", "detailed texture work throughout composition", "traditional hand-drawn technique authority"
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For 2:3 Detailed Format:** Vertical emphasis with character dominance ≥70%, detail hierarchy with monster/creature integration, mechanical accessory showcase priority
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Hyper-Detail Layout:** Character positioning optimized for maximum detail showcase, 40-80 cross-hatch density in shadow areas, 8-12x detail concentration on extremities and accessories
+- **Monster/Creature Integration:** Universal Monster influences throughout composition, dinosaur anatomical accuracy, B-movie creature aesthetics supporting main characters
+- **Reflective Surface Distribution:** Chrome and metallic elements with 60-80% reflectivity rendering, cybernetic component precision, detailed mechanical accessories
+- **Dynamic Action Emphasis:** Kinetic energy poses with anatomical perfection, multi-character composition expertise, heroic gesture optimization
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Detailed comic cover with monster/adventure atmosphere, traditional hand-drawn production values
+- **Frame/Band Anchor:** Clean comic cover presentation without decorative elements, focus on character detail and creature integration
+- **Production Context Anchor:** Traditional pencil-based comic production with self-inking methodology, period-appropriate detailed comic conventions
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 detailed comic format with cross-hatching showcase and monster/creature integration
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - Essential for comic cover format.
+
+**Ratio-Appropriate Zones:** Typography layout optimized for 2:3 detailed comic format with intricate art integration
+
+- **Masthead zone:** Top 15-20% for bold "VERTEX COMICS" with detailed typography supporting overall art complexity
+- **Character space:** Central 60-70% for hyper-detailed character showcase and monster/creature integration
+- **Supporting text:** Bottom 10-15% for issue information with period-appropriate detailed comic styling
+
+**Copy Limits:** ≤6 words per line, ≤3 coverlines positioned for 2:3 ratio with detailed art readability, monster/adventure theme integration
+
+**Period-Appropriate Typography:** Detailed comic fonts with adventure influence, traditional comic production standards (1985-present detailed comic conventions)
+
+**Font Recommendation:**
+
+- **Primary:** Closest Google Font: Bangers (comic action energy, 80% match). Better: Comicraft or similar dynamic comic lettering
+- **Secondary:** Closest Google Font: Fredoka One (adventure readability, 75% match). Better: Digital lettering with hand-drawn precision
+
+**Format-Specific Text Rules:**
+
+- **Detailed adventure cover mode:** Essential for 2:3 format, typography integration supporting hyper-detailed art without competition
+- **Text elements:** "VERTEX COMICS" masthead, issue number, price point, 1-2 action/adventure coverlines
+- **Typography style:** Dynamic fonts reflecting monster/adventure tradition and detailed comic aesthetic
+
+**Historical Accuracy:** Typography matching contemporary detailed comic production with adventure/monster influence and traditional hand-lettered comic conventions
+
+**Production Method Integration:** Typography rendered with traditional comic production standards, detailed adventure aesthetic integration, hand-drawn precision approach matching Adams' meticulous presentation standards
diff --git a/styles/modern_age_comics/declan_shalvey_graphic_noir.md b/styles/modern_age_comics/declan_shalvey_graphic_noir.md
new file mode 100644
index 0000000..14b14f5
--- /dev/null
+++ b/styles/modern_age_comics/declan_shalvey_graphic_noir.md
@@ -0,0 +1,181 @@
+---
+id: declan_shalvey_graphic_noir
+group: Modern Age Comics
+movement: Graphic Noir Superhero Illustration
+artist: Declan Shalvey
+display_name: Declan Shalvey — Graphic Noir Minimalism
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Shalvey’s Moon Knight and indie covers target the 2:3 format—stay vertical so
+  negative space can breathe.
+modes:
+  - Minimalist Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Declan Shalvey carves silhouettes out of velvety blacks and stark whites,
+  sometimes letting a splash of neon slice through. We keep that minimalist noir
+  approach while introducing new vigilantes, architectural grids, and symbolic
+  props.
+hero_image: null
+---
+
+# Declan Shalvey Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Storytelling clarity authority supersedes decorative detail; strategic line placement overrides comprehensive rendering **Face-Treatment Flag:** `minimalist-line` with `strategic-negative-space` characteristics and narrative function integration **Pose Flag:** `narrative-function` with storytelling priority and character essence emphasis **Canvas Control Flag:** `strict-reframe` for compositional focus requirements and visual clarity showcase **Material Physics Authority:** Ink wash techniques, single-take brush economy, strategic line placement methodology with maximum impact through minimal means **Cultural/Period Authenticity:** Irish storytelling precision, minimalist efficiency philosophy, narrative clarity with emotional resonance **Technical Specifications:** 60% line reduction from standard density, strategic negative space usage, single ink wash applications, storytelling-first composition **Minimalist Innovation:** Maximum impact through strategic line economy establishing efficient comic aesthetics, storytelling clarity mastery applied to superhero subjects **IP Protection:** Original character design avoiding existing Marvel/DC iconography, distinct narrative themes, alternative storytelling presentation **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures, minimalist artistic standards
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **minimalist storytelling comic art** - NO photographic elements, NO digital effects. Transform the subject into a **generic original superhero** in **Declan Shalvey's strategic minimalism technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female superhero; if male subject, create male superhero. **Minimalist Method Authority:** Use strategic line placement with narrative clarity technique - NO decorative elements, NO unnecessary detail additions. **IP Safeguard:** Create original superhero character with completely distinct design (avoid all Marvel/DC iconography - NO Moon Knight elements, NO Deadpool references, NO Batman designs, NO Marvel/DC character elements), unique narrative heroic theme, alternative storytelling presentation - ZERO resemblance to Shalvey's established characters. **Illustration Authority:** ALL elements must follow Shalvey's minimalist technique - NO photographic portraits, NO digital rendering, NO decorative comic conventions. **Likeness (style-first):** Identity via **essential heroic pose/narrative expression/storytelling gesture**; integrate into **minimalist comic medium** emphasizing **clarity technique** and **narrative mastery**. **Face-Treatment Flag:** `minimalist-line` **Pose Flag:** `narrative-function` **Canvas Control Flag:** `strict-reframe` **Style dominance:** Shalvey's minimalist dynamics overrides all decorative comic approaches, prioritizing **narrative clarity** and **storytelling authenticity**. **Mode Selector:** Strategic Minimalist Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (comic book cover - primary choice)
+- **3:4** (portrait alternative)
+- **4:5** (modern poster variation)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with strategic clarity requiring narrative composition construction space
+- **Spatial Allocation:** Character prominence 30-50%, negative space usage 40-60%, essential elements 10-20%, typography zones 10-15%
+- **Background Treatment:** Strategic environments that support narrative clarity without visual clutter
+- **Format Justification:** Comic cover requires clear composition for storytelling appeal with integrated minimalist precision positioning
+## 3) Style Context & Material Authenticity
+
+Declan Shalvey's revolutionary minimalist style (2010-present) established **strategic storytelling comic aesthetics** through **line economy mastery** and **narrative clarity expertise**. Production method emphasizes **strategic line placement** with **negative space usage**, **single ink wash philosophy**, and **storytelling-first methodology with emotional resonance integration**. **Digital substrate:** **Minimalist-line simulation** creating **strategic negative space effects and narrative clarity interaction**. Purpose focuses on **heroic expression through storytelling authenticity** and **efficient visual communication** within **minimalist comic production**.
+
+**Hallmark motifs include:**
+
+- **60% line reduction from typical comic density** showing **strategic placement patterns** with **narrative gesture application**
+- **40-60% character definition through negative space absence** with **strategic ink economy** in **75% of figure compositions**
+- **Single ink wash layers creating 5-8 distinct value gradations** with **narrative depth completion**
+- **Central figure occupies 30-50% of panel space** with **environmental context support** and **storytelling priority maintenance**
+- **Panel-to-panel flow takes precedence over individual panel beauty** across **sequential storytelling emphasis**
+- **Strategic negative space usage** creating **narrative clarity interaction** and **emotional resonance flow**
+- **Irish storytelling methodology** with **minimalist construction emphasis** and **maximum narrative authenticity**
+
+**Period framing:** **2010s narrative efficiency revolution** with **minimalist comic ideals** creating **clear but heroic entertainment**.
+
+**Innovation line:** **Strategic line economy mastery** / **Narrative clarity comics** / **Negative space integration** / **Shalvey's storytelling expertise**.
+## 4) Technical Method & Mark-Making
+
+**Line Economy Authority:** **60% reduction from typical comic line density** with **strategic placement priority** for maximum narrative impact, **single-take brush applications** for organic line quality and directional flow, **negative space definition (40-60% of character form)** through absence of ink rather than presence, **strategic line weight variation** emphasizing essential story elements only.
+
+**Negative Space Definition Mechanics:** **40-60% of character definition achieved through absence of ink** rather than comprehensive rendering. **Strategic clarity priority** with **minimalist movement patterns** creating **narrative authenticity**. **Essential element emphasis** enhancing storytelling flow with **economical mark-making vectors** and **purposeful line placement**.
+
+**Single Ink Wash Technique:** **Single ink wash layer applications** creating **5-8 distinct value gradations** without overworking. **Storytelling-based wash placement** with **narrative shadow logic**. **Wash economy** based on emotional emphasis. **Strategic wash application** concentrated in story-critical areas with **highlight preservation for focus**.
+
+**Strategic Placement Specificity:** **Essential story elements only** with **narrative curve adherence** and storytelling planning. **Line reduction specification: 60% below standard comic density** maintaining visual clarity. **Strategic placement precision** for maximum storytelling impact from minimal means. **Irish efficiency application** with extensive planning for minimal execution.
+
+**Composition Focus Control:** **Central figure occupies 30-50% of panel space maximum** with **environmental context supporting narrative at 20-30%**. **Strategic proportions** using essential story elements and character importance references. **Minimalist composition** creating **narrative visual clarity** while maintaining dramatic impact.
+
+**Emotional Resonance Physics:** **Strategic storytelling effects** with **narrative clarity maintenance** and **emotional depth creation**. **Essential complexity** requiring **individual story element precision** and **narrative accuracy** following **minimalist construction patterns**.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **strategic minimalism showcase** and **narrative heroic presentation** emphasizing storytelling clarity over decorative detail.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Minimalist Hero:** **Essential color schemes** (tactical blacks/grays/whites, urban blues/charcoals/silvers, classic reds/navies/whites, earth tones/browns/tans, monochromatic schemes), **unique narrative symbol** (essential emblems, storytelling patterns, clarity designs, narrative motifs - NO Marvel/DC iconography), **functional costume design** (story-essential materials, narrative-based elements, minimalist styling, clear presentation), **heroic styling** appropriate to **narrative genre**, **essential design** with **Shalvey's storytelling aesthetic**; accessories maximum **1-2** story-essential items.
+
+**Supporting Character Wardrobe:**
+
+- **Narrative heroes:** **Story-essential attire** with **minimalist presentation** and **clarity styling**
+- **Environmental figures:** **Functionally appropriate clothing** with **strategic lighting emphasis**
+- **Background characters:** **Essential costume design** appropriate to **narrative context**
+
+**Prop Selector**
+
+```yaml
+vertex_minimalist_props:
+  narrative_elements: [story equipment, essential accessories, functional gear, clarity items]
+  environmental_objects: [strategic integration, narrative phenomena, storytelling effects, essential accuracy]
+  heroic_demonstration: [essential power displays, narrative interaction shows, storytelling heroics, clear abilities]
+  clarity_environment: [strategic settings, narrative landscapes, minimal backgrounds, storytelling contexts]
+  minimalist_effects: [essential detail, storytelling elements, atmospheric clarity, narrative displays]
+  micro_details: [strategic texture emphasis, narrative detail zones, storytelling focal points, essential elements]
+  exclusions:
+    - "no Marvel/DC character iconography"
+    - "no Moon Knight specific elements"
+    - "no Deadpool universe references"
+    - "no Batman design elements"
+    - "no decorative technical equipment"
+    - "no excessive line approaches"
+    - "no ornamental details"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "decorative positioning", "complex color palettes", "ornate tone dominance", "detailed color schemes", "comprehensive approaches", "line excess", "Marvel/DC character iconography", "Moon Knight elements", "Deadpool references", "Batman designs", "decorative character motifs", "detail-heavy compositions", "ornamental line representation", "excessive line weights", "decorative atmospheric elements", "photographic elements", "digital rendering", "realistic photography"; **NO photographic elements anywhere in composition**; **NO Marvel/DC character elements from any property**; **NO decorative positioning that eliminates Shalvey's narrative dominance**; **NO complex approaches that remove storytelling visual impact**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Declan Shalvey strategic minimalism", "60% line reduction from typical comic density", "40-60% character definition through negative space absence", "single ink wash layer creating 5-8 value gradations", "strategic line placement for narrative priority", "graphic element; shape or icon representing the cover", "maximum narrative definition priority", "ultra-strategic line economy (essential elements only)", "heavy negative space weight concentration", "visible strategic placement storytelling impact", "essential narrative lighting authority", "minimalist-line rendering method", "strategic storytelling composition", "narrative atmospheric clarity integration", "storytelling precision demonstration", "narrative clarity over decorative detail", "happy accidents embracement from printmaking", "gut feeling risk-taking over controlled perfection", "cityscape character and atmosphere emphasis", "simplicity in covers with graphic elements".
+## 7) Composition & Lighting Patterns
+
+**MINIMALIST COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **clarity typography integration**
+- **Character prominence:** Central 30-50% featuring original superhero in **Shalvey strategic presentation**
+- **Negative space integration:** **Strategic minimalism technique** with **narrative atmospheric interaction**
+- **Heroic context:** Clear storytelling heroics appropriate to **narrative clarity entertainment**
+- **Minimalist integration:** **Strategic storytelling technique** and **narrative accuracy** integrated with cover design
+
+**Strategic Environment:** **Essential atmospheric settings** with **narrative environmental elements**, **strategic dramatic phenomena**, **minimalist atmospheric effects**, and **storytelling heroic contexts**. **Strategic minimalism technique** applied to **environmental rendering** following **Shalvey's narrative methodology**. **Surface Context Anchor:** Minimalist-line simulation with strategic lighting effects appropriate to storytelling comic production. **Frame/Band Anchor:** Minimalist comic cover layout - strategic framing typical of Shalvey's clarity approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated strategic minimalism and narrative typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic minimalist comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **clarity styling** and **strategic integration** (closest Google Font: Helvetica or Franklin Gothic)
+- **Issue information:** "No. [X]" and "$3.99" pricing in **minimalist comic styling**
+- **Story elements:** 1-2 **narrative-themed coverlines** (e.g., "Strategic Clarity!", "Narrative Action Unleashed!")
+- **Publisher credit:** "Vertex Comics Publications" in bold text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, clear lettering** with **narrative authenticity**
+- **Cover text:** **Functional style** or closest approximation: **Helvetica, Franklin Gothic, or Trade Gothic**
+- **Color schemes:** **Essential combinations** (strategic blacks, narrative whites) for **clarity appeal**
+- **Strategic integration:** Typography designed with **minimalist elements** for maximum narrative impact
+
+**Historical Accuracy:** Typography must match 2010s minimalist comic conventions with period pricing ($3.99), strategic production values, and clarity styling appropriate to narrative superhero comics with Shalvey's storytelling design influence.
+
+------
+
+## Additional Technical Specifications
+
+### Shalvey Signature Elements:
+
+- **Line Economy Treatment:** 60% reduction from standard comic density with strategic placement for maximum narrative impact
+- **Negative Space Definition:** 40-60% of character form defined through absence of ink rather than comprehensive rendering
+- **Single Wash Application:** One ink wash layer creating 5-8 distinct value gradations without overworking
+- **Compositional Focus:** Central figure occupies 30-50% of space with environmental context supporting narrative
+- **Storytelling Priority:** Panel-to-panel flow and narrative clarity take precedence over individual panel decoration
+- **Strategic Lighting:** Essential shadow placement supporting story beats rather than comprehensive modeling
+- **Functional Design:** Every line serves narrative purpose with no decorative elements
+- **Emotional Resonance:** Minimal means achieving maximum emotional impact through strategic choices
+
+### Technical Production Method:
+
+- **Phase 1:** Strategic narrative planning with essential element identification and storytelling requirements
+- **Phase 2:** Line economy application with 60% reduction from standard comic density
+- **Phase 3:** Single ink wash layer for 5-8 value gradations supporting story focus
+- **Phase 4:** Negative space integration with 40-60% character definition through absence
+- **Result:** Strategic, narratively precise visual impact with storytelling depth and efficient communication
+
+---
diff --git a/styles/modern_age_comics/jim_lee_crosshatch_superhero.md b/styles/modern_age_comics/jim_lee_crosshatch_superhero.md
new file mode 100644
index 0000000..ae09788
--- /dev/null
+++ b/styles/modern_age_comics/jim_lee_crosshatch_superhero.md
@@ -0,0 +1,150 @@
+---
+id: jim_lee_crosshatch_superhero
+group: Modern Age Comics
+movement: Modern Age Superhero Illustration
+artist: Jim Lee
+display_name: Jim Lee — Crosshatch Superhero Precision
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Hero covers stick to 2:3 newsstand format, with 3:4 as the occasional
+  variant—stay in those frames for typography zones.
+modes:
+  - Superhero Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Jim Lee’s 1990s covers defined the Modern Age—razor crosshatching, 8.5-head
+  heroics, and anatomy dialed past believable. We preserve that technical
+  bravado while designing totally new costuming, emblems, and city skylines.
+hero_image: null
+---
+
+# Jim Lee Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Technical measurement authority supersedes descriptive language; crosshatch precision over stylistic approximation **Face-Treatment Flag:** `pen-crosshatch` with `oil-fat-over-lean` layering precision **Pose Flag:** `power-stance` with anatomical elongation specifications (150% neck thickness, 8.5-head system) **Canvas Control Flag:** `strict-reframe` for dynamic comic composition with character dominance **Material Physics Authority:** Strathmore Bristol board substrate, crow quill nibs 102-108, India ink binding agents, 2-3mm impasto equivalent through crosshatching density **Cultural/Period Authenticity:** 1990s Image Comics production methods with offset printing registration tolerances, newsprint absorption characteristics **Technical Specifications:** F-lead pencils for construction, drybrush technique for mid-tone areas, Pentel correction fluid for highlight definition **Modern Age Innovation:** Precise anatomical construction with commercial appeal, crosshatch mastery establishing industry standard **IP Protection:** Original character design avoiding existing superhero iconography, distinct costume elements, alternative color schemes **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original superhero** in **Jim Lee's precise crosshatch technique** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original superhero character with completely distinct costume design (avoid all existing Marvel/DC iconography), unique chest symbol, alternative color scheme - ZERO resemblance to X-Men, Justice League, or any copyrighted properties. **Likeness (style-first):** Identity via **heroic power pose/confident expression/dynamic superhero stance**; integrate into **Modern Age comic medium** emphasizing **crosshatch precision** and **anatomical mastery**. **Face-Treatment Flag:** `pen-crosshatch` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Style dominance:** Jim Lee's crosshatch precision overrides all other comic approaches, prioritizing **technical line mastery** and **heroic character impact**. **Mode Selector:** Modern Age Superhero Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (alternative comic proportion)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with superhero prominence occupying 70-85% vertical space
+- **Spatial Allocation:** Character dominance 70-85%, action elements 10-15%, typography zones 10-15%, background 5-10%
+- **Background Treatment:** Simplified urban/heroic environments that support character without competition
+- **Format Justification:** Comic cover requires vertical emphasis for newsstand visibility with integrated superhero positioning and typography zones
+## 3) Style Context & Material Authenticity
+
+Jim Lee's revolutionary Modern Age style (1987-present) established **crosshatch precision superhero aesthetics** through **anatomical mastery** and **commercial appeal perfection**. Production method emphasizes **Bristol board foundation** with **crow quill precision**, **layered crosshatch construction**, and **commercial superhero storytelling with technical excellence**. **Paper substrate:** **Strathmore Bristol board with smooth surface preparation** creating **precise line reproduction**. Purpose focuses on **superhero wish-fulfillment** through **heroic power demonstration** and **commercial visual storytelling** within **premium comic production**.
+
+**Hallmark motifs include:**
+
+- **15-20 crosshatch strokes per square inch** in shadow areas with **tapered 2mm to 0.2mm thickness variation**
+- **150% neck thickness relative to classical standards** using **8.5-head proportional system**
+- **Anatomical elongation** with **muscle definition following directional flow**
+- **Character occupies 70-85% of vertical canvas space** in portrait orientations
+- **Parallel crosshatch lines at 45-degree angles** with **3-5mm spacing, doubled for deeper shadows**
+
+**Period framing:** **1990s Modern Age comic revolution** with **Image Comics production values** creating **technically sophisticated but commercially accessible entertainment**.
+
+**Innovation line:** **Crosshatch technique mastery** / **Anatomical precision standardization** / **Commercial superhero perfection** / **Bristol board crow quill optimization**.
+## 4) Technical Method & Mark-Making
+
+**Line Quality:** **Precise crosshatch weights** at **2.0-3.0 pt** for **character outlines** with **tapered construction** from **2mm to 0.2mm thickness**. **15-20 crosshatch strokes per square inch** in shadow areas with **parallel line construction at 45-degree angles**. **Crosshatch spacing:** **3-5mm between lines, doubled for deeper shadow values**. **Tool marks:** **Crow quill nib precision** with **Bristol board tooth interaction** creating **clean line definition**.
+
+**Anatomical Specifications:** **150% neck thickness** compared to classical proportions, **8.5-head proportional system** with **elongated limb construction**. **Muscle definition:** **Crosshatch follows anatomical curve patterns** with **directional flow emphasis**. **Detail hierarchy:** **Character extremities receive 3-5x line density** compared to torso areas.
+
+**Color Registration:** **Offset printing tolerances ±0.5mm** for period authenticity. **Four-color process** with **newsprint absorption characteristics**. **Halftone specifications:** **133 LPI for coated stock** or **85 LPI for newsprint** reproduction.
+
+**Surface Preparation:** **Bristol board substrate** with **F-lead pencil construction lines**. **Blue pencil foundation** visible in **80% of construction areas**. **India ink application** over **cleaned pencil work**.
+
+**Production Method:** **Drybrush technique** for mid-tone areas, **Pentel correction fluid** for highlight definition, **crosshatch density variation** for form modeling.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **superhero prominence** and **crosshatch technique showcase**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Hero Costume:** **Alternative color schemes** (blue/silver/white, green/gold/black, purple/orange/cream, teal/bronze/yellow), **unique chest symbol** (geometric shapes, original letters, abstract designs - NO existing superhero iconography), **flowing cape with original design**, **fitted heroic costume appropriate to superhero genre**, **utility belt with period-appropriate styling**, **boots and gloves with original detail**; accessories maximum **1-2** heroic items.
+
+**Supporting Character Wardrobe:**
+
+- **Modern civilians:** **1990s contemporary attire** with **crosshatch detail emphasis**
+- **Authority figures:** **Modern police uniforms, business attire, professional clothing**
+- **Urban environment:** **Modern city clothing appropriate to superhero context**
+
+**Prop Selector**
+
+```yaml
+vertex_superhero_props:
+  heroic_demonstration: [vehicles to lift, building elements to support, heroic rescue equipment, power displays]
+  urban_elements: [modern vehicles, contemporary architecture, city infrastructure, urban technology]
+  superhero_gear: [original heroic equipment, unique crime-fighting tools, custom superhero technology]
+  action_scenarios: [rescue situations, heroic intervention, power demonstration, urban crisis]
+  costume_details: [cape clasps, belt elements, original symbol components, heroic accessories]
+  micro_details: [crosshatch emphasis areas, line weight hierarchy points, technical detail zones]
+  exclusions:
+    - "no Marvel or DC character elements"
+    - "no existing superhero iconography"
+    - "no copyrighted costume designs"
+    - "no recognizable superhero symbols"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "rough comic art", "painterly rendering", "existing superhero costumes", "Marvel/DC iconography", "smooth digital gradients", "perfect modern printing", "anime/manga styling", "simplified line work"; **NO X-Men, Justice League, or any existing superhero visual references**; **NO modern digital effects that eliminate crosshatch authenticity**; **NO simplified art that removes Lee's technical precision**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Jim Lee crosshatch precision", "15-20 strokes per square inch density", "Bristol board crow quill authenticity", "8.5-head proportional system", "150% neck thickness specification", "anatomical elongation accuracy", "Modern Age production values", "offset printing registration characteristics".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **"VERTEX COMICS"** with **superhero adventure theme**
+- **Character prominence:** Central 70-85% featuring original superhero in **Jim Lee power pose**
+- **Crosshatch showcase:** **Shadow areas demonstrating 15-20 strokes per square inch technique**
+- **Heroic context:** Clear superhero activity appropriate to Modern Age entertainment
+- **Technical demonstration:** **Line weight hierarchy** and **anatomical precision** emphasis
+
+**Modern Age Environment:** **Contemporary urban setting** with **simplified architectural elements** that **support character without visual competition**. **Crosshatch technique** applied to **environmental shadows** and **structural details**. **Surface Context Anchor:** Bristol board comic art with offset printing reproduction appropriate to 1990s Modern Age production. **Frame/Band Anchor:** Standard comic cover border - clean frame typical of Modern Age publications. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated superhero prominence and crosshatch technique demonstration.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Modern Age comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **"VERTEX COMICS"** with **bold superhero styling** (closest Google Font: Impact or Anton)
+- **Issue information:** "No. [X]" and "$2.99" pricing in **1990s comic styling**
+- **Story elements:** 1-2 **action-oriented coverlines** (e.g., "Heroic Action Unleashed!", "Power Beyond Measure!")
+- **Publisher credit:** "Vertex Comics Publications" in clean text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, heroic lettering** appropriate to **Modern Age superhero theme**
+- **Cover text:** **Strong geometric style** or closest approximation: **Impact, Anton, or Bebas Neue**
+- **Color schemes:** **High contrast combinations** (white on blue, yellow on red) for **newsstand visibility**
+- **Layout optimization:** Designed for 2:3 format with **superhero prominence** and **crosshatch technique showcase**
+
+**Historical Accuracy:** Typography must match Modern Age comic conventions with period pricing ($2.99), production values, and superhero entertainment styling appropriate to Jim Lee's commercial superhero aesthetic with crosshatch technique emphasis.
+
+---
diff --git a/styles/modern_age_comics/jorge_jimenez_kinetic_manga.md b/styles/modern_age_comics/jorge_jimenez_kinetic_manga.md
new file mode 100644
index 0000000..ac7d25c
--- /dev/null
+++ b/styles/modern_age_comics/jorge_jimenez_kinetic_manga.md
@@ -0,0 +1,181 @@
+---
+id: jorge_jimenez_kinetic_manga
+group: Modern Age Comics
+movement: Manga-Infused Superhero Illustration
+artist: Jorge Jiménez
+display_name: Jorge Jiménez — Kinetic Manga-Fusion
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Jiménez zooms between 2:3 covers and 16:9 cinematic splash pages—use either to
+  showcase motion blur.
+modes:
+  - Kinetic Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Jorge Jiménez fuses shōnen dynamism with DC boldness—speed lines, glints of
+  neon, and emotion cranked past eleven. We mirror that adrenaline while coining
+  new characters, speed trails, and manga-inspired lighting.
+hero_image: null
+---
+
+# Jorge Jiménez Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Dynamic energy authority supersedes anatomical precision; manga-influenced storytelling overrides traditional comic conventions **Face-Treatment Flag:** `digital-brush-variety` with `manga-influence` characteristics and shonen storytelling integration **Pose Flag:** `kinetic-energy` with extreme dynamism priority and "great actors in a movie" performance emphasis **Canvas Control Flag:** `adaptive-extend` for motion emphasis requirements and energy showcase **Material Physics Authority:** Clip Studio Paint digital brushes, Wacom pen tablet workflow, flat brush texturing with 8-12 different brush types per finished piece **Cultural/Period Authenticity:** Spanish-American comic fusion, manga-anime influences integrated with DC house style, digital-first production methodology **Technical Specifications:** 2-5mm intentional line jitter variation, 30-40% flat brush shadow rendering, extreme anatomical exaggeration in action, silhouette clarity with internal texture chaos **Digital-Manga Innovation:** American-Japanese fusion establishing dynamic comic aesthetics, performance-based character acting applied to superhero subjects **IP Protection:** Original character design avoiding existing DC iconography, distinct dynamic themes, alternative energy presentation **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures, kinetic artistic standards
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **dynamic manga-influenced comic art** - NO photographic elements, NO digital effects. Transform the subject into a **generic original superhero** in **Jorge Jiménez's kinetic fusion technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female superhero; if male subject, create male superhero. **Kinetic Method Authority:** Use extreme dynamic energy with performance-based technique - NO static positioning, NO energy-lacking corrections. **IP Safeguard:** Create original superhero character with completely distinct design (avoid all DC/Marvel iconography - NO Superman elements, NO Batman references, NO Justice League designs, NO DC character elements), unique kinetic heroic theme, alternative dynamic presentation - ZERO resemblance to Jiménez's established characters. **Illustration Authority:** ALL elements must follow Jiménez's manga-fusion technique - NO photographic portraits, NO digital rendering, NO static comic conventions. **Likeness (style-first):** Identity via **kinetic heroic pose/performance expression/dynamic gesture**; integrate into **manga-fusion comic medium** emphasizing **energy technique** and **performance mastery**. **Face-Treatment Flag:** `digital-brush-variety` **Pose Flag:** `kinetic-energy` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Jiménez's kinetic dynamics overrides all static comic approaches, prioritizing **energy flow** and **performance authenticity**. **Mode Selector:** Kinetic Manga-Fusion Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (comic book cover - primary choice)
+- **3:4** (portrait alternative)
+- **4:5** (modern poster variation)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with kinetic energy requiring dynamic composition construction space
+- **Spatial Allocation:** Character prominence 60-70%, kinetic energy effects 20-25%, atmospheric elements 10-15%, typography zones 10-15%
+- **Background Treatment:** Dynamic environments that support energy flow without motion diminishment
+- **Format Justification:** Comic cover requires flowing composition for kinetic appeal with integrated dynamic precision positioning
+## 3) Style Context & Material Authenticity
+
+Jorge Jiménez's revolutionary kinetic style (2010-present) established **manga-fusion comic aesthetics** through **performance-based character acting** and **dynamic energy expertise**. Production method emphasizes **digital brush variety** with **intentional line jitter**, **flat brush philosophy**, and **extreme anatomical exaggeration methodology with kinetic integration**. **Digital substrate:** **Digital-brush-variety simulation** creating **manga-influence effects and performance-based interaction**. Purpose focuses on **heroic expression through kinetic authenticity** and **performance visual storytelling** within **dynamic comic production**.
+
+**Hallmark motifs include:**
+
+- **8-12 different digital brush types per finished piece** showing **tool variety patterns** with **manga storytelling application**
+- **2-5mm intentional line jitter variation** with **organic appearance creation** in **90% of line compositions**
+- **30-40% shadow rendering via flat digital brushes** with **non-traditional line approach** creating **kinetic texture interaction**
+- **Clean external contours with 90% internal texture chaos** with **silhouette clarity maintenance** and **energy emphasis**
+- **150-200% anatomical exaggeration in action sequences** across **extreme dynamic storytelling**
+- **Performance-based character acting** creating **"great actors in a movie" interaction** and **emotional clarity flow**
+- **Spanish-American manga fusion methodology** with **digital-first construction emphasis** and **maximum kinetic authenticity**
+
+**Period framing:** **2010s digital manga-fusion revolution** with **kinetic comic ideals** creating **dynamic but heroic entertainment**.
+
+**Innovation line:** **Manga-fusion mastery** / **Performance-based comics** / **Digital brush integration** / **Jiménez's kinetic expertise**.
+## 4) Technical Method & Mark-Making
+
+**Digital Brush Variety Authority:** **8-12 different digital brush types per finished piece** with **tool diversity for organic texture creation**, **Clip Studio Paint workflow optimization** for speed and efficiency, **flat brush shadow rendering (30-40% of shadows)** replacing traditional line work, **intentional 2-5mm line jitter variation** for organic appearance over digital precision.
+
+**Kinetic Energy Mechanics:** **150-200% anatomical exaggeration in action sequences** beyond natural proportions for dynamic impact. **Extreme dynamic priority** with **manga-influenced movement patterns** creating **shonen storytelling energy**. **Performance-based character emphasis** enhancing energy flow with **"great actors in a movie" character vectors** and **emotional clarity positioning**.
+
+**Manga-Fusion Integration Technique:** **American comic visual language combined with Japanese storytelling techniques** without becoming too radical. **Shonen manga dynamic storytelling** with **anime design elements integration**. **Seamless fusion methodology** maintaining DC house style while incorporating manga influences. **Character performance priority** over static superhero posing.
+
+**Line Quality Specificity:** **Intentional 2-5mm jitter variation** with **organic appearance adherence** and performance-based flow. **Clean external contours with 90% internal texture chaos** maintaining readability. **Digital precision rejection** in favor of natural line variation. **Flat brush integration** concentrated in shadow areas with **traditional line work contrast**.
+
+**Silhouette Clarity Control:** **Clean external contours maintaining character readability** while **internal areas feature 90% texture chaos**. **Dynamic proportions** using extreme exaggeration for kinetic impact. **Performance composition** creating **character acting visual clarity** while maintaining dramatic energy.
+
+**Digital Workflow Physics:** **Direct inking without initial sketch refinement** for time efficiency and natural flow. **Photo reference integration** for environmental and anatomical accuracy. **3D model usage** for architectural backgrounds and structural support. **Clip Studio Paint tool optimization** following **manga production patterns**.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **kinetic energy showcase** and **performance-based heroic presentation** emphasizing dynamic flow over static poses.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Kinetic Hero:** **Dynamic color schemes** (electric blues/reds/yellows, vibrant greens/oranges/purples, cosmic silvers/blues/whites, energy golds/crimsons/blacks, manga-inspired palettes), **unique energy symbol** (kinetic emblems, dynamic patterns, performance designs, energy motifs - NO DC/Marvel iconography), **performance-based costume design** (movement-friendly materials, energy-infused elements, kinetic styling, dynamic presentation), **heroic styling** appropriate to **performance genre**, **energy design** with **Jiménez's manga-fusion aesthetic**; accessories maximum **1-2** kinetic items.
+
+**Supporting Character Wardrobe:**
+
+- **Performance heroes:** **Dynamic manga-influenced attire** with **kinetic presentation** and **energy styling**
+- **Atmospheric figures:** **Movement-appropriate clothing** with **performance lighting emphasis**
+- **Environmental characters:** **Energy costume design** appropriate to **dynamic context**
+
+**Prop Selector**
+
+```yaml
+vertex_kinetic_props:
+  dynamic_elements: [energy equipment, kinetic accessories, performance gear, manga-style items]
+  atmospheric_objects: [energy integration, dynamic phenomena, kinetic effects, performance accuracy]
+  heroic_demonstration: [energy power displays, kinetic interaction shows, performance heroics, dynamic abilities]
+  energy_environment: [dynamic settings, kinetic landscapes, performance backgrounds, energy contexts]
+  manga_effects: [kinetic energy, dynamic elements, atmospheric phenomena, performance displays]
+  micro_details: [energy texture emphasis, kinetic detail zones, dynamic focal points, performance elements]
+  exclusions:
+    - "no DC/Marvel character iconography"
+    - "no Superman specific elements"
+    - "no Batman universe references"
+    - "no Justice League design elements"
+    - "no static technical equipment"
+    - "no traditional comic approaches"
+    - "no stiff positioning"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "static positioning", "traditional color palettes", "stiff tone dominance", "conventional color schemes", "rigid approaches", "line precision", "DC/Marvel character iconography", "Superman elements", "Batman references", "Justice League designs", "static character motifs", "energy-lacking compositions", "rigid manga representation", "uniform line weights", "static atmospheric elements", "photographic elements", "digital rendering", "realistic photography"; **NO photographic elements anywhere in composition**; **NO DC/Marvel character elements from any property**; **NO static positioning that eliminates Jiménez's kinetic dominance**; **NO rigid approaches that remove dynamic visual impact**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Jorge Jiménez kinetic fusion", "8-12 different digital brush types per piece", "2-5mm intentional line jitter variation for organic appearance", "30-40% flat brush shadow rendering vs traditional lines", "clean external contours with 90% internal texture chaos", "150-200% anatomical exaggeration in action sequences", "maximum kinetic definition priority", "ultra-dynamic energy economy (performance elements only)", "heavy manga-fusion weight concentration", "visible performance-based storytelling impact", "essential energy lighting authority", "digital-brush-variety rendering method", "kinetic storytelling composition", "performance atmospheric energy integration", "manga-fusion precision demonstration", "kinetic energy over static detail", "performance-based character acting", "shonen manga dynamic storytelling techniques", "seamless American-Japanese visual fusion".
+## 7) Composition & Lighting Patterns
+
+**KINETIC COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **dynamic typography integration**
+- **Character prominence:** Central 60-70% featuring original superhero in **Jiménez kinetic presentation**
+- **Energy integration:** **Dynamic manga-fusion technique** with **performance atmospheric interaction**
+- **Heroic context:** Clear kinetic heroics appropriate to **dynamic energy entertainment**
+- **Manga integration:** **Performance storytelling technique** and **energy accuracy** integrated with cover design
+
+**Kinetic Environment:** **Dynamic atmospheric settings** with **manga-influenced environmental elements**, **performance dramatic phenomena**, **kinetic atmospheric effects**, and **energy heroic contexts**. **Kinetic manga-fusion technique** applied to **environmental rendering** following **Jiménez's performance methodology**. **Surface Context Anchor:** Digital-brush-variety simulation with dynamic lighting effects appropriate to kinetic comic production. **Frame/Band Anchor:** Kinetic comic cover layout - performance framing typical of Jiménez's energy approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated kinetic fusion and dynamic typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic kinetic comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **dynamic styling** and **kinetic integration** (closest Google Font: Impact or Bebas Neue)
+- **Issue information:** "No. [X]" and "$3.99" pricing in **kinetic comic styling**
+- **Story elements:** 1-2 **energy-themed coverlines** (e.g., "Kinetic Fusion!", "Dynamic Action Unleashed!")
+- **Publisher credit:** "Vertex Comics Publications" in bold text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, energetic lettering** with **kinetic authenticity**
+- **Cover text:** **Dynamic style** or closest approximation: **Impact, Bebas Neue, or Anton**
+- **Color schemes:** **Vibrant combinations** (electric blues, manga reds) for **kinetic appeal**
+- **Dynamic integration:** Typography designed with **energy elements** for maximum kinetic impact
+
+**Historical Accuracy:** Typography must match 2010s kinetic comic conventions with period pricing ($3.99), dynamic production values, and energy styling appropriate to performance superhero comics with Jiménez's manga-fusion design influence.
+
+------
+
+## Additional Technical Specifications
+
+### Jiménez Signature Elements:
+
+- **Digital Brush Mastery:** 8-12 different brush types per artwork with tool variety for organic texture creation
+- **Intentional Line Variation:** 2-5mm jitter for organic appearance over digital precision, rejecting clean digital lines
+- **Flat Brush Integration:** 30-40% of shadow rendering through flat brushes rather than traditional line work
+- **Silhouette Management:** Clean external contours maintaining readability while internal areas feature texture chaos
+- **Performance Priority:** Character acting taking precedence over static superhero posing
+- **Anatomical Exaggeration:** 150-200% extension beyond natural proportions in action sequences
+- **Manga Storytelling:** Shonen dynamic techniques seamlessly integrated with American visual language
+- **Digital Efficiency:** Direct inking without refined sketches, photo reference integration, 3D model usage
+
+### Technical Production Method:
+
+- **Phase 1:** Performance-based character planning with "great actors in a movie" approach and kinetic requirements
+- **Phase 2:** Digital brush variety application with 8-12 tool types for organic texture creation
+- **Phase 3:** Intentional line jitter integration with 2-5mm variation for natural appearance
+- **Phase 4:** Flat brush shadow rendering with 30-40% non-traditional line replacement
+- **Result:** Kinetic, performance-based visual impact with manga-fusion depth and dynamic dimension
+
+---
diff --git a/styles/modern_age_comics/marc_silvestri_elegant_energy.md b/styles/modern_age_comics/marc_silvestri_elegant_energy.md
new file mode 100644
index 0000000..009ed39
--- /dev/null
+++ b/styles/modern_age_comics/marc_silvestri_elegant_energy.md
@@ -0,0 +1,179 @@
+---
+id: marc_silvestri_elegant_energy
+group: Modern Age Comics
+movement: Dynamic Line Superhero Illustration
+artist: Marc Silvestri
+display_name: Marc Silvestri — Elegant Energy
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Silvestri’s Wildcats-era covers were composed for the 2:3 rack format—stay
+  vertical so his sweeping diagonals land.
+modes:
+  - Dynamic Ensemble
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Marc Silvestri floods the page with wiry anatomy, diagonal compositions, and
+  rapier-thin brushwork. The energy feels balletic yet savage. We echo that
+  style with new team rosters, signature weapons, and kinetic lighting.
+hero_image: null
+---
+
+# Marc Silvestri Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Dynamic energy flow over anatomical precision; radiating composition authority supersedes geometric structure **Face-Treatment Flag:** `high-contrast-detail` with `piercing-eye-emphasis` characteristics and dramatic lighting integration **Pose Flag:** `explosive-dynamic` with solar plexus radiation patterns and multi-directional action priority **Canvas Control Flag:** `adaptive-extend` for atmospheric color integration and energy manifestation requirements **Material Physics Authority:** Bold color separation simulation, high-contrast linework techniques, dramatic lighting applications with energy-radiating directional flow **Cultural/Period Authenticity:** 1990s Image Comics dynamic aesthetic, explosive composition philosophy, energy-radiating stroke direction methodology **Color Collaboration Method:** Glynis Oliver high-contrast separation technique, Brian Haberlin atmospheric digital integration, bold primary color authority **Technical Specifications:** Rich saturated color schemes, variable line weight hierarchy, solar plexus radiating compositions, form-following crosshatching patterns **Modern Age Innovation:** Dynamic energy comic aesthetics establishing explosive comic art, radiating composition mastery applied to superhero subjects **IP Protection:** Original character design avoiding existing Image Comics iconography, distinct costume elements, alternative dynamic themes **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures, dynamic artistic standards
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **dynamic energy comic art** - NO photographic elements, NO digital effects. Transform the subject into a **generic original superhero** in **Marc Silvestri's explosive energy technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female superhero; if male subject, create male superhero. **Dynamic Method Authority:** Use radiating energy composition with high-contrast technique - NO static positioning, NO energy-lacking corrections. **IP Safeguard:** Create original superhero character with completely distinct design (avoid all Image Comics iconography - NO Witchblade elements, NO Darkness references, NO Cyber Force designs, NO Top Cow character elements), unique dynamic heroic theme, alternative energy presentation - ZERO resemblance to Silvestri's established characters. **Illustration Authority:** ALL elements must follow Silvestri's dynamic technique - NO photographic portraits, NO digital rendering, NO static comic conventions. **Likeness (style-first):** Identity via **explosive heroic pose/dramatic expression/energy gesture**; integrate into **dynamic comic medium** emphasizing **radiating technique** and **energy flow mastery**. **Face-Treatment Flag:** `high-contrast-detail` **Pose Flag:** `explosive-dynamic` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Silvestri's energy dynamics overrides all static comic approaches, prioritizing **radiating flow** and **explosive authenticity**. **Mode Selector:** Dynamic Energy Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (alternative comic proportion)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with energy radiation dynamics requiring atmospheric color integration space
+- **Spatial Allocation:** Character prominence 60-70%, energy flow effects 15-20%, atmospheric elements 10-15%, typography zones 10-15%
+- **Background Treatment:** High-contrast atmospheric environments that support energy radiation without static structure
+- **Format Justification:** Comic cover requires explosive composition for dramatic appeal with integrated dynamic heroic positioning
+## 3) Style Context & Material Authenticity
+
+Marc Silvestri's revolutionary dynamic style (1987-present) established **explosive energy comic aesthetics** through **radiating composition mastery** and **high-contrast technique expertise**. Production method emphasizes **variable line weight hierarchy** with **energy-radiating directional flow**, **bold color authority philosophy**, and **solar plexus radiation methodology with atmospheric integration**. **Color substrate:** **Rich saturated color simulation** creating **dramatic contrast effects and atmospheric color interaction**. Purpose focuses on **heroic expression through energy authenticity** and **dynamic visual storytelling** within **explosive comic production**.
+
+**Hallmark motifs include:**
+
+- **80% radiating energy strokes** showing **solar plexus emanation patterns** with **explosive gesture application**
+- **Multi-directional action compositions** with **radiating configurations** in **75% of figure compositions**
+- **Form-following crosshatching patterns** following **anatomical curve direction** with **2-15 line density variations**
+- **Line weight hierarchy distribution** with **ultra-fine details (0.1-0.3mm)** to **bold contours (1.5-3mm)**
+- **High-contrast color gradation** across **dramatic tonal separations** with **bold primary color flow**
+- **Atmospheric color bleed effects** creating **energy manifestation interaction** and **dramatic lighting integration**
+- **Energy-radiating stroke direction** with **explosive construction emphasis** and **maximum dynamic authenticity**
+
+**Period framing:** **1990s Image Comics energy revolution** with **dynamic comic ideals** creating **explosive but heroic entertainment**.
+
+**Innovation line:** **Radiating composition mastery** / **Dynamic comic energy** / **High-contrast technique integration** / **Silvestri's explosive flow expertise**.
+## 4) Technical Method & Mark-Making
+
+**Line Weight Hierarchy Authority:** **Ultra-fine details (0.1-0.3mm)** for facial features and texture indication, **construction lines (0.5-1mm)** for anatomy and crosshatching base, **primary contours (1.5-3mm)** for outer silhouettes, **impact lines (2-4mm)** for dramatic emphasis and action indicators.
+
+**Energy Radiation Mechanics:** **Solar plexus radiating structure** with **explosive emanation priority** in **75% of figure presentations**. **Multi-directional action flow** with **radiating movement patterns** creating **centrifugal energy**. **Extreme angle choices** enhancing energy flow with **simultaneous movement vectors**.
+
+**High-Contrast Color Technique:** **Rich saturated color applications** creating **dramatic separation effects**. **Glynis Oliver method** for **pure primary color placement** with **high contrast separation**. **Brian Haberlin digital integration** for **atmospheric color bleeds** and **luminescent highlights**. **Cool blue shadows contrasted with warm yellow/orange highlights**.
+
+**Crosshatching Specificity:** **Form-following direction** with **anatomical curve adherence**. **Density modulation (2-15 lines per section)** based on shadow depth. **Angle variation (15-30 degree shifts)** between hatching layers. **Selective application** concentrated in shadow areas with **minimal highlight zone interference**.
+
+**Color Temperature Control:** **Cool blue distance** with **warm foreground emphasis**. **Energy manifestations** through **glowing power effects** and **electrical phenomena**. **Strong directional light sources** creating **dramatic shadow placement**.
+
+**Atmospheric Color Physics:** **Digital airbrush effects** with **glowing energy manifestations** and **color-based depth creation**. **Atmospheric particles** and **energy trails** following **radiating composition patterns**.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **energy radiation showcase** and **explosive heroic presentation**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Dynamic Hero:** **Bold color schemes** (electric blue/silver/white, red/gold/black, cyan/navy/yellow, purple/magenta/silver, emerald/black/gold), **unique energy symbol** (radiating emblems, dynamic patterns, explosive designs, energy motifs - NO Image Comics iconography), **high-tech costume design** (reflective materials, energy-infused elements, dynamic styling, explosive presentation), **heroic styling** appropriate to **dynamic genre**, **energy design** with **Silvestri's explosive aesthetic**; accessories maximum **1-2** energy items.
+
+**Supporting Character Wardrobe:**
+
+- **Dynamic heroes:** **1990s high-tech attire** with **energy presentation** and **explosive styling**
+- **Atmospheric figures:** **High-contrast clothing** with **dramatic lighting emphasis**
+- **Environmental characters:** **Energy costume design** appropriate to **dynamic context**
+
+**Prop Selector**
+
+```yaml
+vertex_energy_props:
+  dynamic_elements: [energy weapons, high-tech materials, radiating accessories, explosive equipment]
+  atmospheric_objects: [energy integration, dramatic phenomena, explosive effects, radiating energies]
+  heroic_demonstration: [energy power displays, explosive strength shows, radiating heroics, dynamic abilities]
+  high_contrast_environment: [dramatic settings, energy landscapes, explosive backgrounds, radiating contexts]
+  energy_effects: [radiating energy, explosive elements, atmospheric phenomena, dynamic displays]
+  micro_details: [energy texture emphasis, radiating detail zones, explosive focal points, dynamic elements]
+  exclusions:
+    - "no Image Comics character iconography"
+    - "no Witchblade specific elements"
+    - "no Darkness universe references"
+    - "no Cyber Force design elements"
+    - "no Top Cow character motifs"
+    - "no static technical equipment"
+    - "no muted color schemes"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "static positioning", "muted color palettes", "earth tone dominance", "desaturated color schemes", "monochromatic approaches", "color restraint", "Image Comics character iconography", "Witchblade elements", "Darkness references", "Cyber Force designs", "Top Cow character motifs", "energy-lacking compositions", "static mark-making", "uniform line weights", "flat lighting", "photographic elements", "digital rendering", "realistic photography"; **NO photographic elements anywhere in composition**; **NO Image Comics character elements from any property**; **NO static positioning that eliminates Silvestri's energy radiation**; **NO muted colors that remove explosive visual impact**; **NO uniform line weights that eliminate dynamic hierarchy**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Marc Silvestri explosive energy", "80% radiating energy stroke application", "solar plexus emanation patterns", "75% multi-directional action configurations", "ultra-bold contour line dominance (3-6mm outer silhouettes)", "extreme line weight contrast (5-8x thicker contours)", "maximum-bold character definition", "ultra-dense crosshatching (8-35 lines per section)", "heavy atmospheric texture weight", "visible crosshatch texture impact", "rich saturated color authority", "Glynis Oliver high-contrast coloring method", "Brian Haberlin atmospheric digital effects", "dramatic lighting color temperature", "energy radiation demonstration".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **energy typography integration**
+- **Character prominence:** Central 60-70% featuring original superhero in **Silvestri explosive presentation**
+- **Energy radiation showcase:** **Solar plexus emanation structure** with **atmospheric color integration**
+- **Heroic context:** Clear dynamic heroics appropriate to **explosive energy entertainment**
+- **Energy integration:** **Radiating composition technique** and **explosive energy** integrated with cover design
+
+**Dynamic Environment:** **High-contrast atmospheric settings** with **energy environmental elements**, **radiating dramatic phenomena**, **explosive atmospheric effects**, and **dynamic heroic contexts**. **Energy radiation technique** applied to **environmental rendering** following **Silvestri's explosive methodology**. **Surface Context Anchor:** Rich saturated color simulation with dramatic contrast effects appropriate to dynamic comic production. **Frame/Band Anchor:** Explosive comic cover layout - energy framing typical of Silvestri's dynamic approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated energy radiation and explosive typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic dynamic comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **energy styling** and **explosive integration** (closest Google Font: Impact or Anton)
+- **Issue information:** "No. [X]" and "$2.99" pricing in **dynamic comic styling**
+- **Story elements:** 1-2 **energy-themed coverlines** (e.g., "Explosive Power Radiates!", "Dynamic Energy Unleashed!")
+- **Publisher credit:** "Vertex Comics Publications" in bold text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, energy lettering** with **explosive authenticity**
+- **Cover text:** **Dynamic style** or closest approximation: **Impact, Anton, or Bebas Neue**
+- **Color schemes:** **High-contrast combinations** (electric blues, bold reds) for **explosive appeal**
+- **Energy integration:** Typography designed with **radiating elements** for maximum dynamic impact
+
+**Historical Accuracy:** Typography must match 1990s dynamic comic conventions with period pricing ($2.99), explosive production values, and energy styling appropriate to dynamic superhero comics with Silvestri's radiating design influence.
+
+------
+
+## Additional Technical Specifications
+
+### Silvestri Signature Elements:
+
+- **Eye Treatment:** Intense, piercing stares with detailed iris work and dramatic highlight placement
+- **Hair Dynamics:** Flowing, wind-affected hair with individual strand detail and movement indication
+- **Musculature Definition:** Detailed anatomy with strategic highlight placement and energy emphasis
+- **Action Blur:** Motion lines indicating speed and explosive movement
+- **Impact Effects:** Debris, energy bursts, environmental reaction to dynamic action
+- **Background Crosshatching:** Heavy atmospheric line work (5-20 lines per section) following energy patterns
+- **Debris Field Authority:** Floating rocks, particles, and environmental chaos radiating from action center
+- **Environmental Destruction:** Architectural damage, cracked surfaces, and impact evidence
+- **Atmospheric Line Work:** Wind effects, energy disturbances, and turbulence indication
+
+### Collaborative Color Method:
+
+- **Phase 1:** Silvestri's high-contrast black and white art with variable line weights
+- **Phase 2:** Colorist application of bold, saturated colors using Glynis Oliver separation method
+- **Phase 3:** Digital atmospheric effects and lighting enhancement via Brian Haberlin technique
+- **Result:** Dramatic, high-energy visual impact with explosive depth and dynamic dimension
+
+---
diff --git a/styles/modern_age_comics/mike_mignola_gothic_shadow.md b/styles/modern_age_comics/mike_mignola_gothic_shadow.md
new file mode 100644
index 0000000..631d382
--- /dev/null
+++ b/styles/modern_age_comics/mike_mignola_gothic_shadow.md
@@ -0,0 +1,188 @@
+---
+id: mike_mignola_gothic_shadow
+group: Modern Age Comics
+movement: Gothic Supernatural Illustration
+artist: Mike Mignola
+display_name: Mike Mignola — Gothic Shadow Blocks
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Hellboy-style covers rely on the 2:3 vertical; it’s perfect for towering
+  silhouettes and solid blacks.
+modes:
+  - Gothic Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Mike Mignola reduces worlds to black slabs, blood-red highlights, and knotted
+  folklore icons. His covers are like woodcuts lit by a single match. We echo
+  that stark drama with new cryptids, artifacts, and negative-space
+  storytelling.
+hero_image: null
+---
+
+# Mike Mignola Style
+
+## 🔧 Mike Mignola Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Atmospheric mood authority over anatomical detail, shadow architecture supersedes line dependency **Face-Treatment Flag:** `geometric-shadow` with `minimal-render` characteristics **Pose Flag:** `gothic-static` with architectural weight and folkloric presence **Canvas Control Flag:** `format-native` for shadow composition requirements and chiaroscuro showcase **Material Physics Authority:** India ink on Bristol board substrate, heavy shadow massing priority, geometric shape conversion system, minimalist rendering philosophy **Shadow Architecture:** 70-90% of visual information conveyed through black shape relationships rather than linear work, compositional weight supersedes realistic light source logic **Gothic Minimalism Method:** Line economy reduction (80% fewer strokes than standard comic density), angular conversion of organic curves, deliberate negative space authority **Chiaroscuro Philosophy:** Everything emerging from darkness, sublime power of unseen elements, dramatic light-dark contrast as primary storytelling tool
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Redraw in **Mike Mignola gothic minimalism methodology** for **modern comic cover specification**.
+- Identity via silhouette/gesture/folkloric expression through shadow architecture.
+- **IP Safeguard Declaration:** Create original Vertex Comics character designs avoiding copyrighted elements appropriate to gothic horror style, distinct from Hellboy/BPRD universe elements.
+- Declare **Face-Treatment Flag:** `geometric-shadow`
+- Declare **Pose Flag:** `gothic-static`
+- Declare **Canvas Control Flag:** `format-native`
+- **Style Dominance:** Mignola's shadow architecture and minimalist approach supersedes all linear comic conventions, prioritizing **atmospheric mood** and **geometric shape relationships**.
+- **Mode Selector:** Gothic Horror Comic Cover
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `2:3` (comic book cover format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** format-native with shadow composition requiring atmospheric depth construction
+- **Spatial Allocation:** Shadow dominance 70-90%, figure integration 40-60%, negative space utilization 30-50%, minimal detail zones concentrated in 10-20% of composition
+- **Background Treatment:** Heavy chiaroscuro environments that support shadow architecture without diminishing atmospheric weight
+- **Format Justification:** 2:3 ratio serves gothic horror vertical emphasis with dramatic shadow distribution and folkloric storytelling hierarchy
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** German Expressionist films, Jack Kirby dynamic power, Frank Frazetta compositional strength, Gothic literature (Lovecraft, Robert E. Howard), folklore and mythology, architectural decay aesthetics
+- **Medium/Production method:** India ink on Bristol board with heavy shadow massing technique, geometric shape conversion system, minimalist rendering philosophy with deliberate line economy
+- **Thematic purpose:** Gothic horror storytelling through atmospheric mood, folkloric narrative emphasis, supernatural/occult subject matter with blue-collar heroic sensibility
+- **3-5 hallmark motifs:**
+  - **60-80% black area coverage** with solid shadow shapes defining compositional weight
+  - **80% line reduction** compared to standard comic density, pure shape definition authority
+  - **Angular conversion system:** All organic curves reduced to 3-5 geometric segments maximum
+  - **Color limitation protocol:** Maximum 3 colors including black and white, with collaborative colorist integration (Dave Stewart methodology)
+  - **Gothic architecture integration:** Ruined buildings, maritime settings, crumbling stonework with dramatic shadow play
+- **Period framing:** Contemporary gothic horror comics (1990s-present) with folkloric timelessness and occult detective tradition
+- **Tone Tag:** Dark-atmospheric with folkloric gravitas
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Shadow Mass Authority:** 60-80% composition area coverage in solid black shapes, visual information conveyed through black shape interaction rather than linear detail, compositional weight placement superseding realistic light source logic
+- **Line Economy Reduction:** 80% fewer strokes than standard comic approach, geometric angularity conversion of all organic curves to 3-5 segment maximum, clean deliberate strokes without corrections or sketchy rendering
+- **Geometric Conversion Anchor:** Transform all curved organic forms into angular approximations with maximum 3-5 segments per curve, maintain architectural weight and folkloric presence through shape relationship
+- **Color Mathematics Protocol:** Maximum 3 colors per composition including black and white, collaborative integration with period-appropriate colorist methodology (Dave Stewart influence), atmospheric mood emphasis over color complexity
+- **India Ink Physics:** Heavy mass application technique on Bristol board substrate, no feathering or gradation effects, pure shape definition with solid black areas and clean white negative space
+- **Pose Anchors:** Gothic-static positioning with architectural stability over dynamic action, folkloric gesture economy with supernatural presence emphasis, weight distribution emphasizing ground connection and mythic authority
+- **Scale Hierarchy Anchor:** Proportional measurements following folkloric storytelling logic rather than anatomical precision, emphasis on silhouette clarity and atmospheric integration
+- **Material Authenticity Anchor:** Traditional India ink techniques with authentic Bristol board interaction, no digital simulation of traditional media effects
+- **Period Consistency Anchor:** Contemporary gothic horror comic production with folkloric timelessness, occult detective tradition integration
+- **Production Method Anchor:** Hand-drawn ink work with collaborative colorist integration, traditional comic production methods
+- **Canvas Adaptation Anchor:** Composition optimized for 2:3 gothic horror comic format with shadow architecture showcase and atmospheric storytelling emphasis
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix:**
+
+- **Adult figures:** Gothic period clothing with folkloric elements (long coats, practical adventuring gear, occult investigator attire), architectural weight in costume design, minimal accessory complexity
+- **Supernatural beings:** Folkloric creature design with geometric shape emphasis, shadow integration priority, mythological accuracy with Mignola's angular conversion system
+- **Period clothing:** Early-to-mid 20th century adventuring gear, occult investigator aesthetics, practical working clothes with gothic atmosphere
+
+**Fabric Behavior:**
+
+- **Heavy drape qualities:** Wool coats, leather gear, practical materials with architectural fall and shadow-casting properties
+- **Gothic texture emphasis:** Stone, metal, aged materials with strong shadow-throwing characteristics
+- **Period accuracy:** 1940s-1950s adventuring and investigative gear, folklore-appropriate traditional clothing
+
+**Color Palette:** Maximum 3-color limitation with black-white foundation, earth tones (browns, grays, muted blues), atmospheric color schemes supporting shadow architecture
+
+**Prop Selector:**
+
+```yaml
+vertex_mignola_props:
+  occult_gear: [ancient books, mystical artifacts, investigative tools, folkloric objects]
+  gothic_elements: [ruined architecture, maritime equipment, stone carvings, occult symbols]
+  atmospheric_objects: [fog effects, shadow phenomena, supernatural manifestations, folkloric creatures]
+  minimal_details: [simple weapons, practical gear, essential story elements, architectural features]
+  environmental: [crumbling buildings, gothic settings, maritime landscapes, supernatural locations]
+  exclusions:
+    - "no excessive detail work"
+    - "no complex mechanical elements"
+    - "no modern technology"
+    - "no bright colorful elements"
+    - "no cluttered compositions"
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives (≥2):** "original aspect ratio", "source dimensions", "unmodified framing", "excessive line detail", "realistic lighting logic", "complex color palettes", "cluttered compositions", "anatomical precision over atmospheric mood", "linear comic conventions", "detailed rendering approaches", "bright harmonious colors", "conventional beauty standards", "standard superhero proportions", "excessive accessory detail"
+
+**✓ Canvas Positives (≥2):** "exactly 2:3 ratio", "recomposed for gothic horror comic format", "60-80% black area coverage with solid shadow shapes", "80% line reduction compared to standard comic density", "extreme geometric abstraction - hands as blocks, faces as triangular light shapes", "complete elimination of organic curves in favor of angular planes", "maximum 3 colors including black and white", "India ink heavy mass application with architectural plane relationships", "gothic-static pose positioning with architectural weight", "compositional weight superseding realistic light source", "atmospheric mood authority over anatomical detail", "folkloric storytelling emphasis", "shadow architecture showcase", "minimal rendering philosophy with extreme abstraction", "clean deliberate strokes without corrections"
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For 2:3 Gothic Format:** Vertical dramatic emphasis with shadow dominance ≥70%, atmospheric hierarchy with folkloric storytelling integration, architectural weight distribution
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Shadow Architecture Layout:** 60-80% black mass coverage with geometric shape relationships, compositional weight placement for dramatic impact rather than realistic lighting
+- **Gothic Environmental Integration:** Ruined architecture, maritime gothic settings, crumbling stonework with shadow play emphasis, folkloric landscape elements
+- **Atmospheric Depth Management:** Chiaroscuro technique with everything emerging from darkness, negative space authority for sublime effect, minimal detail concentration in 10-20% of composition
+- **Figure-Ground Relationship:** Characters integrated into shadow architecture rather than standing apart, folkloric presence through silhouette and atmospheric integration
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Gothic horror comic cover with folkloric atmosphere, contemporary production values with traditional technique emphasis
+- **Frame/Band Anchor:** Clean comic cover presentation without decorative elements, focus on shadow architecture and atmospheric storytelling
+- **Production Context Anchor:** Traditional ink-based comic production with collaborative colorist integration, period-appropriate gothic horror conventions
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 gothic horror format with shadow architecture optimization
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - Essential for comic cover format.
+
+**Ratio-Appropriate Zones:** Typography layout optimized for 2:3 gothic horror comic format with atmospheric integration
+
+- **Masthead zone:** Top 15-20% for bold "VERTEX COMICS" with gothic-influenced typography
+- **Character space:** Central 60-70% for shadow architecture and atmospheric storytelling showcase
+- **Supporting text:** Bottom 10-15% for issue information with period-appropriate gothic styling
+
+**Copy Limits:** ≤6 words per line, ≤3 coverlines positioned for 2:3 ratio with gothic horror readability, atmospheric integration priority
+
+**Period-Appropriate Typography:** Gothic horror comic fonts with folkloric influence, traditional comic production standards (1990s-present gothic horror conventions)
+
+**Font Recommendation:**
+
+- **Primary:** Closest Google Font: Cinzel (gothic serif influence, 85% match). Better: Trajan Pro or similar carved stone aesthetic
+- **Secondary:** Closest Google Font: Crimson Text (gothic readability, 80% match). Better: Mason or similar stone-carved lettering
+
+**Format-Specific Text Rules:**
+
+- **Gothic horror cover mode:** Essential for 2:3 format, atmospheric typography integration with shadow architecture
+- **Text elements:** "VERTEX COMICS" masthead, issue number, price point, 1-2 atmospheric coverlines
+- **Typography style:** Gothic-influenced fonts reflecting folkloric and occult detective tradition
+
+**Historical Accuracy:** Typography matching contemporary gothic horror comic production with folkloric influence and traditional hand-lettered comic conventions
+
+**Production Method Integration:** Typography rendered with traditional comic production standards, gothic horror aesthetic integration, collaborative design approach matching Mignola's professional presentation standards with Dave Stewart colorist methodology
+
+---
diff --git a/styles/modern_age_comics/olivier_coipel_barokinetic.md b/styles/modern_age_comics/olivier_coipel_barokinetic.md
new file mode 100644
index 0000000..a381b2e
--- /dev/null
+++ b/styles/modern_age_comics/olivier_coipel_barokinetic.md
@@ -0,0 +1,181 @@
+---
+id: olivier_coipel_barokinetic
+group: Modern Age Comics
+movement: Baroque-influenced Modern Superheroes
+artist: Olivier Coipel
+display_name: Olivier Coipel — Barokinetic Superheroes
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Coipel’s Marvel era bounced between 2:3 covers and 3:4 promotional art—pick
+  whichever serves the sweeping gesture.
+modes:
+  - Gestural Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Olivier Coipel mixes French bande dessinée grace with superhero
+  muscle—twisting torsos, ribboned capes, and luminous digital colors. We
+  channel that balletic energy with new gods, layouts, and lens-flares.
+hero_image: null
+---
+
+# Olivier Coipel Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Gestural precision authority supersedes technical rigidity; baroque detail emphasis overrides minimalist approaches **Face-Treatment Flag:** `fine-detail-scratchy` with `heavy-crosshatch` characteristics and dramatic chiaroscuro integration **Pose Flag:** `gestural-fluid` with baroque composition priority and anatomical curve emphasis **Canvas Control Flag:** `adaptive-extend` for atmospheric composition requirements and detail showcase **Material Physics Authority:** Blue pencil construction techniques, heavy crosshatch density applications, Clip Studio Paint digital workflow with traditional foundation **Cultural/Period Authenticity:** French precision methodology, baroque detail philosophy, gestural foundation with detailed finishing **Technical Specifications:** Bold outer contour contrast, interior detail density, blue pencil construction, crosshatch anatomical following **Gestural Innovation:** Single-stroke foundation establishing fluid comic aesthetics, detail density mastery applied to superhero subjects **IP Protection:** Original character design avoiding existing Marvel/DC iconography, distinct gestural themes, alternative baroque presentation **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures, gestural artistic standards
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **gestural baroque comic art** - NO photographic elements, NO digital effects. Transform the subject into a **generic original superhero** in **Olivier Coipel's gestural precision technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female superhero; if male subject, create male superhero. **Gestural Method Authority:** Use flowing composition with detail precision technique - NO static positioning, NO gesture-lacking corrections. **IP Safeguard:** Create original superhero character with completely distinct design (avoid all Marvel/DC iconography - NO Thor elements, NO X-Men references, NO Avengers designs, NO House of M character elements), unique gestural heroic theme, alternative baroque presentation - ZERO resemblance to Coipel's established characters. **Illustration Authority:** ALL elements must follow Coipel's gestural technique - NO photographic portraits, NO digital rendering, NO static comic conventions. **Likeness (style-first):** Identity via **flowing heroic pose/baroque expression/gestural interaction**; integrate into **gestural comic medium** emphasizing **precision technique** and **detail mastery**. **Face-Treatment Flag:** `fine-detail-scratchy` **Pose Flag:** `gestural-fluid` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** Coipel's gestural dynamics overrides all static comic approaches, prioritizing **flowing precision** and **baroque authenticity**. **Mode Selector:** Gestural Baroque Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (comic book cover - primary choice)
+- **3:4** (portrait alternative)
+- **4:5** (modern poster variation)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with atmospheric precision requiring gestural composition construction space
+- **Spatial Allocation:** Character prominence 60-70%, gestural flow effects 15-20%, atmospheric elements 10-15%, typography zones 10-15%
+- **Background Treatment:** Atmospheric environments that support gestural flow without detail diminishment
+- **Format Justification:** Comic cover requires flowing composition for baroque appeal with integrated gestural precision positioning
+## 3) Style Context & Material Authenticity
+
+Olivier Coipel's revolutionary gestural style (2000-present) established **baroque precision comic aesthetics** through **gestural foundation mastery** and **detail density expertise**. Production method emphasizes **blue pencil construction** with **heavy crosshatch density**, **bold contour philosophy**, and **single-stroke gestural methodology with detail finishing integration**. **Digital substrate:** **Fine-detail scratchy simulation** creating **dramatic chiaroscuro effects and gestural detail interaction**. Purpose focuses on **heroic expression through gestural authenticity** and **baroque visual storytelling** within **precision comic production**.
+
+**Hallmark motifs include:**
+
+- **Bold 3-5mm outer contours contrasting 0.5-1mm interior detail** showing **line hierarchy patterns** with **baroque gesture application**
+- **20-40 crosshatch strokes per square inch** with **anatomical curve following** in **85% of shadow compositions**
+- **Single-stroke gestural foundation** with **detailed rendering completion** creating **flowing precision interaction**
+- **Blue pencil construction visibility** with **extensive foundation work** and **80% construction line presence**
+- **Detail distribution emphasis** across **character extremities receiving 3-5x line density** with **torso area contrast**
+- **Chiaroscuro lighting integration** creating **dramatic shadow placement** and **baroque atmosphere flow**
+- **French precision methodology** with **gestural construction emphasis** and **maximum detail authenticity**
+
+**Period framing:** **2000s Marvel baroque revolution** with **gestural comic ideals** creating **flowing but heroic entertainment**.
+
+**Innovation line:** **Gestural precision mastery** / **Baroque comic detail** / **Blue pencil integration** / **Coipel's flowing expertise**.
+## 4) Technical Method & Mark-Making
+
+**Line Weight Hierarchy Authority:** **Bold outer contours (3-5mm thickness)** contrasting **interior detail lines (0.5-1mm)**, **blue pencil construction foundation** for structural accuracy and gestural planning, **crosshatch density modulation (20-40 strokes per square inch)** following anatomical curve patterns, **detail concentration hierarchy** with extremities receiving 3-5x torso line density.
+
+**Gestural Foundation Mechanics:** **Single-stroke gesture drawing visible beneath finished rendering** in 80% of figure presentations. **Flowing composition priority** with **baroque movement patterns** creating **gestural authenticity**. **Blue pencil extensive construction** enhancing gestural flow with **anatomical accuracy vectors** and **curve-following precision**.
+
+**Crosshatch Density Technique:** **20-40 strokes per square inch applications** creating **shadow depth variation**. **Anatomical curve following** with **contour-based hatching direction**. **Detail modulation** based on form emphasis. **Scratchy texture application** concentrated in shadow areas with **highlight zone preservation**.
+
+**Blue Pencil Construction Specificity:** **Extensive construction foundation** with **gestural accuracy adherence** and single-stroke planning. **Construction visibility** in 80% of original artwork areas. **Gestural transfer precision** maintaining flowing accuracy from gesture to final art. **French precision application** with extensive planning for all gestural elements.
+
+**Detail Distribution Control:** **Character extremities receive 3-5x line density compared to torso areas** with **gestural flow emphasis**. **Baroque proportions** using dramatic gesture and flowing figure references. **Gestural composition** creating **detail visual impact** while maintaining character importance.
+
+**Atmospheric Integration Physics:** **Fine-detail scratchy effects** with **gestural accuracy maintenance** and **baroque depth creation**. **Environmental complexity** requiring **individual detail precision** and **gestural accuracy** following **flowing construction patterns**.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **gestural precision showcase** and **baroque heroic presentation** emphasizing flowing detail over static poses.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Gestural Hero:** **Flowing color schemes** (royal blues/golds/whites, emerald greens/silvers/blacks, deep purples/crimsons/golds, rich oranges/browns/creams, classic reds/blues/yellows), **unique baroque symbol** (flowing emblems, gestural patterns, precision designs, detail motifs - NO Marvel/DC iconography), **detailed costume design** (intricate materials, gesture-based elements, baroque styling, flowing presentation), **heroic styling** appropriate to **gestural genre**, **detail design** with **Coipel's baroque aesthetic**; accessories maximum **1-2** detailed items.
+
+**Supporting Character Wardrobe:**
+
+- **Gestural heroes:** **Baroque detailed attire** with **flowing presentation** and **precision styling**
+- **Atmospheric figures:** **Period-appropriate clothing** with **gestural lighting emphasis**
+- **Environmental characters:** **Detailed costume design** appropriate to **baroque context**
+
+**Prop Selector**
+
+```yaml
+vertex_gestural_props:
+  baroque_elements: [flowing equipment, detailed accessories, gestural gear, precision items]
+  atmospheric_objects: [environmental integration, gestural phenomena, baroque effects, flowing accuracy]
+  heroic_demonstration: [detailed power displays, gestural interaction shows, baroque heroics, flowing abilities]
+  precision_environment: [detailed settings, gestural landscapes, baroque backgrounds, flowing contexts]
+  gestural_effects: [flowing detail, baroque elements, atmospheric phenomena, precision displays]
+  micro_details: [gestural texture emphasis, flowing detail zones, baroque focal points, precision elements]
+  exclusions:
+    - "no Marvel/DC character iconography"
+    - "no Thor specific elements"
+    - "no X-Men universe references"
+    - "no Avengers design elements"
+    - "no House of M character motifs"
+    - "no static technical equipment"
+    - "no minimal line approaches"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "minimal positioning", "flat color palettes", "simple tone dominance", "basic color schemes", "minimal approaches", "line economy", "Marvel/DC character iconography", "Thor elements", "X-Men references", "Avengers designs", "House of M character motifs", "detail-lacking compositions", "static gestural representation", "uniform line weights", "flat atmospheric lighting", "photographic elements", "digital rendering", "realistic photography"; **NO photographic elements anywhere in composition**; **NO Marvel/DC character elements from any property**; **NO minimal positioning that eliminates Coipel's detail dominance**; **NO simple approaches that remove baroque visual impact**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Olivier Coipel gestural precision", "bold 3-5mm outer contour contrast with 0.5-1mm interior detail", "20-40 crosshatch strokes per square inch density", "extensive blue pencil construction foundation", "single-stroke gestural foundation visible", "extremity detail concentration (3-5x torso density)", "maximum gestural definition priority", "ultra-dense crosshatch accuracy (anatomical curve following)", "heavy baroque texture weight concentration", "visible construction line gestural impact", "dramatic chiaroscuro lighting authority", "fine-detail scratchy rendering method", "flowing gestural composition", "dramatic atmospheric lighting integration", "gestural precision demonstration", "baroque detail over minimal approaches".
+## 7) Composition & Lighting Patterns
+
+**GESTURAL COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **baroque typography integration**
+- **Character prominence:** Central 60-70% featuring original superhero in **Coipel gestural presentation**
+- **Detail integration:** **Flowing precision technique** with **baroque atmospheric interaction**
+- **Heroic context:** Clear gestural heroics appropriate to **baroque detail entertainment**
+- **Gestural integration:** **Precision flowing technique** and **detail accuracy** integrated with cover design
+
+**Baroque Environment:** **Detailed atmospheric settings** with **gestural environmental elements**, **flowing dramatic phenomena**, **baroque atmospheric effects**, and **precision heroic contexts**. **Gestural precision technique** applied to **environmental rendering** following **Coipel's baroque methodology**. **Surface Context Anchor:** Fine-detail scratchy simulation with dramatic lighting effects appropriate to gestural comic production. **Frame/Band Anchor:** Baroque comic cover layout - gestural framing typical of Coipel's flowing approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated gestural precision and baroque typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic baroque comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **baroque styling** and **gestural integration** (closest Google Font: Trajan Pro or Optima)
+- **Issue information:** "No. [X]" and "$3.99" pricing in **baroque comic styling**
+- **Story elements:** 1-2 **detail-themed coverlines** (e.g., "Gestural Precision!", "Baroque Action Unleashed!")
+- **Publisher credit:** "Vertex Comics Publications" in bold text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, baroque lettering** with **gestural authenticity**
+- **Cover text:** **Classical style** or closest approximation: **Trajan Pro, Optima, or Copperplate**
+- **Color schemes:** **Rich combinations** (royal golds, deep purples) for **baroque appeal**
+- **Gestural integration:** Typography designed with **flowing elements** for maximum detail impact
+
+**Historical Accuracy:** Typography must match 2000s baroque comic conventions with period pricing ($3.99), gestural production values, and detail styling appropriate to flowing superhero comics with Coipel's precision design influence.
+
+------
+
+## Additional Technical Specifications
+
+### Coipel Signature Elements:
+
+- **Line Hierarchy Treatment:** Bold 3-5mm outer contours with 0.5-1mm interior detail creating 10:1 contrast ratio
+- **Crosshatch Pattern:** 20-40 strokes per square inch following anatomical muscle contour logic
+- **Blue Pencil Foundation:** Extensive construction lines visible in 80% of original artwork areas
+- **Detail Distribution:** Character extremities receive 3-5x line density compared to torso areas
+- **Gestural Foundation:** Single-stroke gesture drawing visible beneath finished rendering
+- **Chiaroscuro Integration:** Dramatic light-to-dark transitions with baroque shadow placement
+- **Anatomical Accuracy:** French precision training applied to superhero figure construction
+- **Atmospheric Detail:** Environmental elements supporting but not overwhelming character focus
+
+### Technical Production Method:
+
+- **Phase 1:** Blue pencil gesture construction with flowing foundation and anatomical planning
+- **Phase 2:** Detail clarification with second blue pencil layer for precision accuracy
+- **Phase 3:** Crosshatch application with 20-40 strokes per anatomical section
+- **Phase 4:** Bold outer contour application with 3-5mm line weight emphasis
+- **Result:** Baroque, gesturally precise visual impact with flowing depth and detailed dimension
+
+---
diff --git a/styles/modern_age_comics/peach_momoko_folklore_fusion.md b/styles/modern_age_comics/peach_momoko_folklore_fusion.md
new file mode 100644
index 0000000..2414f06
--- /dev/null
+++ b/styles/modern_age_comics/peach_momoko_folklore_fusion.md
@@ -0,0 +1,182 @@
+---
+id: peach_momoko_folklore_fusion
+group: Modern Age Comics
+movement: Avant-Garde Watercolor Superheroes
+artist: Peach Momoko
+display_name: Peach Momoko — Folklore Watercolor Fusion
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '1:1'
+ratios_status: provisional
+ratios_notes: >
+  Momoko’s variants range from square gallery formats to 2:3 and 3:4
+  covers—choose whichever best frames the watercolor composition.
+modes:
+  - Folklore Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Peach Momoko blends ukiyo-e, watercolor blooms, and modern character design
+  into dreamy variant covers. Ink dissolves into skin, flowers, and spectral
+  dragons. We continue that folkloric fusion with new myths and costume motifs.
+hero_image: null
+---
+
+# Peach Momoko Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Watercolor fluidity authority supersedes linear precision; bishōjo aesthetic integration overrides traditional comic conventions **Face-Treatment Flag:** `watercolor-soft` with `bishojo-aesthetic` characteristics and Japanese folklore integration **Pose Flag:** `cultural-traditional` with Japanese folktale influence and adolescent struggle emphasis **Canvas Control Flag:** `format-native` for painterly composition requirements and paper texture showcase **Material Physics Authority:** Traditional watercolor and ink applications, paper tooth interaction visibility, porcelain brush holder precision, 4-page batch processing for color consistency **Cultural/Period Authenticity:** Japanese subculture influences, Studio Ghibli inspiration integration, Momoko-verse folktale methodology with horror-beauty balance **Technical Specifications:** 3-4 watercolor layer applications, 70% paper texture visibility, natural bristle brush marks, 30-50% unpainted paper white definition **Japanese Horror-Beauty Innovation:** Cute/grotesque juxtaposition establishing unique comic aesthetics, adolescent struggle storytelling applied to superhero subjects **IP Protection:** Original character design avoiding existing Marvel iconography, distinct folktale themes, alternative Japanese presentation **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures, watercolor artistic standards
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **Japanese watercolor folklore comic art** - NO photographic elements, NO digital effects. Transform the subject into a **generic original superhero** in **Peach Momoko's watercolor-manga technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female superhero; if male subject, create male superhero. **Watercolor Method Authority:** Use flowing painterly composition with cultural authenticity technique - NO linear rigidity, NO texture-lacking corrections. **IP Safeguard:** Create original superhero character with completely distinct design (avoid all Marvel iconography - NO X-Men elements, NO Demon Days references, NO Ultimate designs, NO Marvel character elements), unique Japanese-inspired heroic theme, alternative folklore presentation - ZERO resemblance to Momoko's established characters. **Illustration Authority:** ALL elements must follow Momoko's watercolor technique - NO photographic portraits, NO digital rendering, NO linear comic conventions. **Likeness (style-first):** Identity via **flowing heroic pose/cultural expression/folktale gesture**; integrate into **watercolor comic medium** emphasizing **fluidity technique** and **cultural mastery**. **Face-Treatment Flag:** `watercolor-soft` **Pose Flag:** `cultural-traditional` **Canvas Control Flag:** `format-native` **Style dominance:** Momoko's watercolor dynamics overrides all linear comic approaches, prioritizing **painterly flow** and **cultural authenticity**. **Mode Selector:** Japanese Watercolor Folklore Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (comic book cover - primary choice)
+- **3:4** (portrait alternative)
+- **4:5** (modern poster variation)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** format-native with watercolor fluidity requiring painterly composition construction space
+- **Spatial Allocation:** Character prominence 40-60%, negative space usage 30-50%, cultural elements 15-20%, typography zones 10-15%
+- **Background Treatment:** Flowing environments that support watercolor technique without paint diminishment
+- **Format Justification:** Comic cover requires organic composition for cultural appeal with integrated Japanese precision positioning
+## 3) Style Context & Material Authenticity
+
+Peach Momoko's revolutionary watercolor style (2019-present) established **Japanese folklore comic aesthetics** through **bishōjo-horror balance** and **adolescent struggle expertise**. Production method emphasizes **traditional watercolor applications** with **paper texture visibility**, **cultural authenticity philosophy**, and **character-driven storytelling methodology with folktale integration**. **Watercolor substrate:** **Watercolor-soft simulation** creating **bishojo-aesthetic effects and cultural storytelling interaction**. Purpose focuses on **heroic expression through cultural authenticity** and **adolescent visual storytelling** within **Japanese watercolor production**.
+
+**Hallmark motifs include:**
+
+- **3-4 watercolor layer applications** showing **paint buildup patterns** with **70% paper texture visibility application**
+- **30-50% unpainted paper white definition** with **strategic negative space usage** in **80% of figure compositions**
+- **Natural bristle brush mark visibility** with **50-60% surface texture indication** creating **organic paint interaction**
+- **4-page batch processing for color consistency** with **armor and main color maintenance** across **sequential storytelling**
+- **Japanese folktale motif integration** across **traditional aesthetic elements** with **80% cultural authenticity**
+- **Horror-beauty balance juxtaposition** creating **cute/grotesque interaction** and **adolescent struggle flow**
+- **Studio Ghibli influence methodology** with **subculture construction emphasis** and **maximum cultural authenticity**
+
+**Period framing:** **2020s Japanese watercolor revolution** with **folklore comic ideals** creating **cultural but heroic entertainment**.
+
+**Innovation line:** **Watercolor folklore mastery** / **Bishōjo-horror comics** / **Cultural authenticity integration** / **Momoko's painterly expertise**.
+## 4) Technical Method & Mark-Making
+
+**Watercolor Application Authority:** **3-4 watercolor layer applications** with **70% paper texture visibility** throughout finished artwork, **natural bristle brush mark visibility (50-60% of painted areas)** for authentic medium characteristics, **4-page batch processing method** for color consistency across sequential work, **paper tooth interaction** showing authentic watercolor absorption patterns.
+
+**Cultural Authenticity Mechanics:** **Traditional Japanese folktale motif integration** in 80% of visual elements. **Studio Ghibli influence application** with **subculture media inspiration** creating **cultural storytelling energy**. **Bishōjo aesthetic emphasis** enhancing cultural flow with **adolescent struggle vectors** and **horror-beauty balance positioning**.
+
+**Paper Interaction Technique:** **70% paper texture visibility** creating **authentic watercolor effects** without digital simulation. **30-50% unpainted paper white definition** with **strategic negative space application**. **Natural absorption patterns** based on traditional technique. **Paper tooth interaction** concentrated in painted areas with **white space contrast preservation**.
+
+**Brush Technique Specificity:** **Natural bristle brush marks** with **organic paint adherence** and cultural authenticity. **Traditional brush application** following Japanese painting methodology. **Porcelain brush holder precision** for authentic tool usage. **Single brush application** concentrated in detail areas with **flowing paint zone integration**.
+
+**Color Consistency Control:** **4-page batch processing method** with **main color maintenance (especially armor elements)**. **Traditional watercolor pigments** using cultural color choices and folktale references. **Organic composition** creating **cultural visual impact** while maintaining character importance.
+
+**Cultural Integration Physics:** **Japanese folktale motif effects** with **traditional authenticity maintenance** and **cultural depth creation**. **Adolescent struggle complexity** requiring **individual character precision** and **cultural accuracy** following **traditional construction patterns**.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **watercolor texture showcase** and **cultural heroic presentation** emphasizing painterly flow over linear precision.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Superhero Hero:** **Superhero color schemes** (primary blues/reds/golds, cosmic silvers/purples/blues, classic reds/navies/whites, tactical blacks/grays/blues, energy greens/yellows/whites), **unique superhero symbol** (heroic emblems, power-based patterns, functional designs, energy motifs - NO Marvel iconography), **superhero costume design with folklore accents** (functional materials with cultural detail integration, power-based elements with traditional motif accents, superhero styling with folklore texture, modern presentation with cultural pattern details), **heroic styling** appropriate to **superhero genre**, **functional design** with **Momoko's psychological watercolor aesthetic**; folklore accents maximum **20-30% of design elements**.
+
+**Supporting Character Wardrobe:**
+
+- **Cultural heroes:** **Traditional Japanese attire** with **watercolor presentation** and **folklore styling**
+- **Atmospheric figures:** **Period-appropriate clothing** with **cultural lighting emphasis**
+- **Environmental characters:** **Folktale costume design** appropriate to **traditional context**
+
+**Prop Selector**
+
+```yaml
+vertex_cultural_props:
+  folktale_elements: [traditional equipment, cultural accessories, folklore gear, nature items]
+  atmospheric_objects: [cultural integration, traditional phenomena, folklore effects, authenticity accuracy]
+  heroic_demonstration: [cultural power displays, traditional interaction shows, folklore heroics, nature abilities]
+  traditional_environment: [cultural settings, folktale landscapes, traditional backgrounds, authentic contexts]
+  watercolor_effects: [paint texture, cultural elements, atmospheric phenomena, traditional displays]
+  micro_details: [cultural texture emphasis, folktale detail zones, traditional focal points, authentic elements]
+  exclusions:
+    - "no Marvel character iconography"
+    - "no X-Men specific elements"
+    - "no Demon Days universe references"
+    - "no Ultimate design elements"
+    - "no modern technical equipment"
+    - "no linear comic approaches"
+    - "no digital simulation"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "linear positioning", "digital color palettes", "technical tone dominance", "synthetic color schemes", "rigid approaches", "line precision", "Marvel character iconography", "X-Men elements", "Demon Days references", "Ultimate designs", "linear character motifs", "texture-lacking compositions", "digital watercolor representation", "uniform paint application", "synthetic atmospheric elements", "photographic elements", "digital rendering", "realistic photography"; **NO photographic elements anywhere in composition**; **NO Marvel character elements from any property**; **NO linear positioning that eliminates Momoko's watercolor dominance**; **NO digital approaches that remove cultural visual impact**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Peach Momoko watercolor folklore", "3-4 watercolor layer applications with 70% paper texture visibility", "30-50% unpainted paper white definition through strategic absence", "natural bristle brush marks visible in 50-60% of painted areas", "4-page batch processing method for color consistency", "traditional Japanese folktale motif integration in 80% of elements", "maximum cultural definition priority", "ultra-traditional paint economy (authentic watercolor only)", "heavy paper texture weight concentration", "visible traditional painting storytelling impact", "essential cultural lighting authority", "watercolor-soft rendering method", "cultural storytelling composition", "traditional atmospheric cultural integration", "folklore precision demonstration", "cultural authenticity over digital simulation", "bishōjo-horror balance juxtaposition", "adolescent struggle storytelling focus", "Studio Ghibli influence integration", "Japanese subculture media inspiration".
+## 7) Composition & Lighting Patterns
+
+**WATERCOLOR COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **cultural typography integration**
+- **Character prominence:** Central 40-60% featuring original superhero in **Momoko watercolor presentation**
+- **Cultural integration:** **Traditional folklore technique** with **paper texture atmospheric interaction**
+- **Heroic context:** Clear cultural heroics appropriate to **traditional folklore entertainment**
+- **Watercolor integration:** **Painterly storytelling technique** and **cultural accuracy** integrated with cover design
+
+**Cultural Environment:** **Traditional atmospheric settings** with **Japanese folktale environmental elements**, **cultural dramatic phenomena**, **watercolor atmospheric effects**, and **folklore heroic contexts**. **Traditional watercolor technique** applied to **environmental rendering** following **Momoko's cultural methodology**. **Surface Context Anchor:** Watercolor-soft simulation with traditional lighting effects appropriate to cultural comic production. **Frame/Band Anchor:** Cultural comic cover layout - traditional framing typical of Momoko's watercolor approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated cultural authenticity and traditional typography zones.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic cultural comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **cultural styling** and **traditional integration** (closest Google Font: Noto Sans JP or Source Sans Pro)
+- **Issue information:** "No. [X]" and "$3.99" pricing in **cultural comic styling**
+- **Story elements:** 1-2 **folklore-themed coverlines** (e.g., "Cultural Authenticity!", "Watercolor Action Unleashed!")
+- **Publisher credit:** "Vertex Comics Publications" in bold text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, cultural lettering** with **traditional authenticity**
+- **Cover text:** **Japanese-influenced style** or closest approximation: **Noto Sans JP, Source Sans Pro, or Hiragino Sans**
+- **Color schemes:** **Traditional combinations** (cultural reds, folklore whites) for **authentic appeal**
+- **Cultural integration:** Typography designed with **traditional elements** for maximum cultural impact
+
+**Historical Accuracy:** Typography must match 2020s cultural comic conventions with period pricing ($3.99), traditional production values, and cultural styling appropriate to folklore superhero comics with Momoko's Japanese design influence.
+
+------
+
+## Additional Technical Specifications
+
+### Momoko Signature Elements:
+
+- **Watercolor Authenticity:** 3-4 traditional paint applications with visible paper texture in 70% of surface area
+- **Paper Interaction:** Natural absorption patterns showing authentic medium characteristics rather than digital simulation
+- **Brush Texture Visibility:** Natural bristle marks in 50-60% of painted areas with organic paint flow
+- **Color Consistency Method:** 4-page batch processing for maintaining color harmony across sequential work
+- **Cultural Integration:** Traditional Japanese folktale motifs in 80% of visual elements with authentic cultural references
+- **Horror-Beauty Balance:** Cute/grotesque juxtaposition through elegant watercolor technique creating unique visual tension
+- **Negative Space Authority:** 30-50% of composition defined by unpainted paper white with strategic placement
+- **Adolescent Focus:** Character-driven storytelling emphasizing "struggle of adolescent teenager's mutant power waking up"
+
+### Technical Production Method:
+
+- **Phase 1:** Character-driven planning with "characters tell Peach what they want to do" approach and cultural requirements
+- **Phase 2:** Traditional watercolor application with 3-4 layer buildup maintaining paper texture visibility
+- **Phase 3:** Natural bristle brush texture integration with 50-60% mark visibility for authentic characteristics
+- **Phase 4:** Strategic negative space preservation with 30-50% unpainted paper white definition
+- **Result:** Cultural, watercolor-authentic visual impact with folklore depth and traditional Japanese dimension
+
+---
diff --git a/styles/modern_age_comics/rob_liefeld_pouch_power.md b/styles/modern_age_comics/rob_liefeld_pouch_power.md
new file mode 100644
index 0000000..0eb53a0
--- /dev/null
+++ b/styles/modern_age_comics/rob_liefeld_pouch_power.md
@@ -0,0 +1,155 @@
+---
+id: rob_liefeld_pouch_power
+group: Modern Age Comics
+movement: Extreme 1990s Superhero Aesthetic
+artist: Rob Liefeld
+display_name: Rob Liefeld — Pouch Power & Impact
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Newsstand covers demanded 2:3 verticals for Liefeld’s team shots—stick there
+  so the logo and shoulder pads fit.
+modes:
+  - Extreme Team Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Rob Liefeld amps everything to eleven—shoulder pads, pouches, foreshortened
+  weapons, and teeth-gritted energy. We lean into that kinetic 90s bombast while
+  crafting original squads, weapons, and cover copy riffs.
+hero_image: null
+---
+
+# Rob Liefeld Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Dynamic impact over anatomical accuracy; poster aesthetics supersede technical precision **Face-Treatment Flag:** `poster-ink` with high-contrast spotting and simplified rendering **Pose Flag:** `power-stance` with extreme muscular emphasis and heroic positioning **Canvas Control Flag:** `strict-reframe` for character dominance and poster composition **Material Physics Authority:** Marker-based techniques, high-contrast ink spotting, Bristol paper tooth utilization for bold graphic effects **Cultural/Period Authenticity:** Early 1990s Image Comics revolution methods, anti-establishment aesthetic, emphasis on visual impact over technical refinement **Proportional System:** Exaggerated mesomorph body types, 6.5-head system with enlarged torso emphasis, poster-heroic proportions **Technical Specifications:** Limited crosshatching economy, high-contrast color blocking, simplified environmental backgrounds **Modern Age Innovation:** Extreme proportional exaggeration establishing new heroic archetype, poster-style comic aesthetics **IP Protection:** Original action hero character design avoiding existing superhero iconography, distinct costume elements, alternative color schemes **Safety Guardrails:** Age-appropriate content, modest attire for all figures, no copyrighted logos/signatures
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw ALL elements as **fully illustrated comic art** - NO photographic elements anywhere. Transform the subject into a **generic original action character** in **Rob Liefeld's bold poster technique** for **exact Vertex Comics cover format**." **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity - if female subject, create female action character; if male subject, create male action character. **IP Safeguard:** Create original action character with completely distinct design (avoid all X-Force iconography - NO cable harnesses, NO futuristic weapons, NO militaristic designs, NO pouches/straps combinations), unique heroic theme, alternative power demonstration - ZERO resemblance to X-Force universe or Image Comics properties. **Illustration Authority:** ALL figures must follow Liefeld's illustrated style - NO photographic portraits, NO realistic photography elements. **Likeness (style-first):** Identity via **extreme power pose/heroic confidence/action-ready stance**; integrate into **poster-style comic medium** emphasizing **visual impact** and **heroic presence**. **Face-Treatment Flag:** `poster-ink` **Pose Flag:** `power-stance` **Canvas Control Flag:** `strict-reframe` **Style dominance:** Liefeld's poster impact overrides technical precision, prioritizing **visual dynamics** and **heroic character mass**. **Mode Selector:** Action Hero Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (alternative comic proportion)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with character mass dominance occupying 70-85% of composition space
+- **Spatial Allocation:** Character dominance 70-85%, action demonstration 10-15%, typography zones 10-15%, background 5-10%
+- **Background Treatment:** Minimal environmental detail allowing character mass to dominate visual impact
+- **Format Justification:** Comic cover requires poster-style layout for newsstand impact with character-focused composition
+## 3) Style Context & Material Authenticity
+
+Rob Liefeld's revolutionary poster style (1989-present) established **extreme heroic proportions** through **visual impact prioritization** and **poster comic aesthetics**. Production method emphasizes **marker-based foundation** with **high-contrast ink application**, **simplified rendering techniques**, and **action-oriented visual storytelling with maximum character presence**. **Paper substrate:** **Bristol board with marker absorption** creating **bold contrast poster effects**. Purpose focuses on **heroic wish-fulfillment** through **extreme power demonstration** and **poster visual storytelling** within **high-impact comic production**.
+
+**Hallmark motifs include:**
+
+- **200-300% chest expansion** beyond natural proportions for heroic emphasis
+- **Limited crosshatching** with **5-15 strokes maximum per shadow area** and **inconsistent directional flow**
+- **Feet avoidance strategies** with **diamond-shape substitutions** in **60% of full-figure drawings**
+- **Line quality limitations** with **thick-to-thin variation limited to 1:3 ratio** and **minimal feathering technique**
+- **Background reduction** with **70% of compositions featuring minimal environmental detail** focusing on **character mass emphasis**
+- **6.5-head proportional system** with **enlarged torso dominance** and **heroic mass concentration**
+
+**Period framing:** **Early 1990s Image Comics revolution** with **anti-establishment heroic ideals** creating **visually impactful but technically simplified entertainment**.
+
+**Innovation line:** **Extreme proportional heroism** / **Poster comic aesthetics mastery** / **Visual impact prioritization** / **Liefeld's heroic mass emphasis**.
+## 4) Technical Method & Mark-Making
+
+**Proportional Specifications:** **200-300% chest expansion** beyond natural anatomy. **6.5-head proportional system** with **enlarged torso emphasis**. **Muscular mass concentration** in **chest and shoulder areas** with **simplified limb construction**.
+
+**Line Quality Limitations:** **Thick-to-thin variation limited to 1:3 ratio** maximum range. **Minimal feathering technique** with **bold outline emphasis**. **Simplified construction** avoiding complex curve work or detailed rendering.
+
+**Crosshatching Economy:** **5-15 strokes maximum per shadow area** with **inconsistent directional flow**. **Basic shadow placement** without complex form modeling. **High-contrast ink spotting** rather than graduated shading techniques.
+
+**Feet Management Protocol:** **Diamond-shape substitution technique** for **60% of full-figure compositions**. **Strategic cropping** or **off-panel positioning** to **avoid detailed foot rendering**. **Focus redirection** to **upper body mass and heroic proportions**.
+
+**Background Reduction Authority:** **70% of composition space** dedicated to **character mass presentation**. **Minimal environmental detail** with **simplified geometric shapes** or **solid color backgrounds**. **Character prominence** supersedes **environmental context**.
+
+**Color Application:** **High-contrast poster techniques** with **bold primary color relationships**. **Simplified shading** using **flat color blocking** rather than **graduated rendering**. **Marker-based color logic** with **Bristol paper interaction**.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **character mass showcase** and **poster visual impact**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Action Hero Design:**
+
+- **Original Hero Costume:** **Alternative color schemes** (blue/orange/white, green/red/yellow, purple/silver/black, teal/gold/bronze), **unique heroic symbol** (star patterns, shield designs, geometric emblems, power indicators - NO military iconography), **simplified costume design** (basic heroic uniform, streamlined styling, poster-appropriate detail level), **heroic styling** appropriate to **action genre**, **poster-friendly design** with **Liefeld's mass emphasis aesthetic**; accessories maximum **1-2** heroic items avoiding complex detail.
+
+**Supporting Character Wardrobe:**
+
+- **Action heroes:** **1990s heroic attire** with **simplified costume design** and **poster presentation**
+- **Civilians:** **Basic contemporary clothing** with **minimal detail complexity**
+- **Authority figures:** **Simplified uniform design** appropriate to **action context**
+
+**Prop Selector**
+
+```yaml
+vertex_action_props:
+  tactical_gear: [multiple pouches, utility belts, strap systems, harness elements]
+  heroic_demonstration: [strength displays, power exhibitions, angular poses, aggressive stances]
+  simplified_weapons: [oversized guns, basic melee weapons, tactical equipment, military gear]
+  power_displays: [energy effects, strength demonstrations, heroic capabilities, action sequences]
+  poster_elements: [bold geometric shapes, simplified backgrounds, high-contrast environments, angular settings]
+  costume_complexity: [excessive pouches, tactical straps, utility elements, gear combinations]
+  micro_details: [pouch emphasis, strap details, tactical elements, gear focal points]
+  exclusions:
+    - "no X-Force universe iconography"
+    - "no specific Cable character elements"
+    - "no Deadpool references"
+    - "no Image Comics character elements"
+    - "no clean costume design without tactical elements"
+    - "no simple costumes lacking pouch/strap systems"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "technical precision", "clean line work", "polished artwork", "smooth rendering", "detailed backgrounds", "X-Force costume elements", "cable harnesses", "militaristic designs", "tactical gear combinations", "excessive pouches", "Image Comics references", "detailed foot rendering", "complex crosshatching", "graduated shading techniques", "photographic elements", "realistic photography", "refined facial features", "pleasant expressions"; **NO photographic elements anywhere in composition**; **NO X-Force, Cable, or any Image Comics character elements**; **NO technical precision that eliminates Liefeld's poster simplicity**; **NO complex environmental detail that removes character focus**; **NO clean artwork that removes rough aesthetic**; **NO pleasant facial expressions - require harsh angular features**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original action hero", "Rob Liefeld poster technique", "200-300% chest expansion", "6.5-head proportional system", "5-15 crosshatch strokes maximum", "1:3 line weight variation limit", "70% background reduction", "diamond-shape feet substitution", "high-contrast poster coloring", "character mass dominance", "simplified heroic styling".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **"VERTEX COMICS"** with **bold action hero theme**
+- **Character prominence:** Central 70-85% featuring original action hero in **Liefeld power pose**
+- **Poster impact showcase:** **Extreme proportions** and **heroic mass demonstration**
+- **Action context:** Clear heroic activity appropriate to poster-style entertainment
+- **Mass emphasis integration:** **Character proportions** and **poster aesthetics** integrated with cover design
+
+**Simplified Environment:** **Minimal background detail** with **basic geometric shapes** or **solid color backgrounds** that **support character without visual competition**. **High-contrast poster techniques** applied to **environmental elements** following **Liefeld's simplification methodology**. **Surface Context Anchor:** Bristol board comic art with marker-based coloring appropriate to early 1990s poster comic production. **Frame/Band Anchor:** Bold comic cover layout - poster framing typical of Liefeld's impact approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated character mass and poster impact demonstration.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic early 1990s action comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **"VERTEX COMICS"** with **bold action styling** and **poster integration** (closest Google Font: Impact or Anton)
+- **Issue information:** "No. [X]" and "$2.50" pricing in **1990s action comic styling**
+- **Story elements:** 1-2 **action-oriented coverlines** (e.g., "Heroic Power Unleashed!", "Action Beyond Limits!")
+- **Publisher credit:** "Vertex Comics Publications" in bold text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, heroic lettering** with **poster impact emphasis**
+- **Cover text:** **Strong poster style** or closest approximation: **Impact, Anton, or Bebas Neue**
+- **Color schemes:** **High contrast combinations** (white on red, yellow on blue) for **poster visibility**
+- **Poster integration:** Typography designed with **bold impact** for maximum visual effect
+
+**Historical Accuracy:** Typography must match early 1990s action comic conventions with period pricing ($2.50), poster production values, and heroic styling appropriate to action hero comics with Liefeld's visual impact design influence.
+
+---
diff --git a/styles/modern_age_comics/russell_dauterman_crystal_splash.md b/styles/modern_age_comics/russell_dauterman_crystal_splash.md
new file mode 100644
index 0000000..2aa7b8b
--- /dev/null
+++ b/styles/modern_age_comics/russell_dauterman_crystal_splash.md
@@ -0,0 +1,201 @@
+---
+id: russell_dauterman_crystal_splash
+group: Modern Age Comics
+movement: Modern Variant Cover Illustration
+artist: Russell Dauterman
+display_name: Russell Dauterman — Crystal Splash Variants
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Dauterman’s gleaming variant covers are composed for 2:3 direct-market
+  racks—keep that ratio for typography breathing room.
+modes:
+  - Variant Splash
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Russell Dauterman goes maximal—prismatic armor, swirling ribbons, and
+  dual-color rim lights. Every cover feels like a deluxe trading card. We keep
+  the high-gloss spectacle while inventing fresh costumes, magic effects, and
+  fashion-forward hero poses.
+hero_image: null
+---
+
+# Russell Dauterman Style
+
+## 🔧 Russell Dauterman Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Fashion precision over anatomical approximation **Face-Treatment Flag:** `digital-precision` with `costume-technical` detailing **Pose Flag:** `heroic-elegant` with fashion illustration influence **Canvas Control Flag:** `strict-reframe` for character showcase priority **Material Physics Authority:** Digital Photoshop workflow, fashion illustration training background, precise line quality control **Costume Design Authority:** UCLA costume design graduate training applied to superhero aesthetics
+
+### Direct Artwork Analysis - Russell Dauterman
+
+Fashion precision measurements from Thor and X-Men works:
+
+- **Line Quality:** Consistent 0.2-0.5mm digital brush strokes, no variation beyond intentional emphasis
+- **Costume Detail Accuracy:** Technical specification sheets for every design element, material notation precision
+- **Fashion Proportion System:** 9-head figure standard with elongated limbs, fashion illustration methodology
+- **Digital Layer Management:** 15-25 separate layers per character for costume component isolation
+- **Color Harmony Protocol:** Limited palette with mathematical color relationships, no arbitrary color choices
+
+------
+
+## 📋 Russell Dauterman Framework Integration Template
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Redraw in **Russell Dauterman fashion-precise superhero methodology** for **modern comic cover specification**.
+- Identity via silhouette/gesture/expression.
+- **IP Safeguard Declaration:** Create original Vertex Comics character designs avoiding copyrighted costume elements appropriate to fashion-influenced superhero style.
+- Declare **Face-Treatment Flag:** `digital-precision`
+- Declare **Pose Flag:** `heroic-elegant`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Fashion illustration precision supersedes generic comic book approach.
+- **Mode Selector:** cover
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `2:3` (poster/magazine cover format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely for character showcase
+- **Spatial Allocation:** Central character placement with 70% figure dominance
+- **Background Treatment:** Gradient atmospheric with costume detail priority
+- **Format Justification:** 2:3 ratio serves fashion illustration vertical emphasis with comic cover hierarchy
+
+------
+## 3) Style Context & Material Authenticity
+
+- **Influences:** UCLA costume design training, fashion illustration, J.C. Leyendecker, Bruce Timm, high-fashion couture references
+- **Medium/Production method:** Digital Photoshop workflow with Cintiq precision, fashion technical drawing methodology with comic book adaptation
+- **Thematic purpose:** Superhero characters elevated through high-fashion aesthetic sensibility and technical costume precision
+- **3-5 hallmark motifs:**
+  - 9-head fashion proportion system (150% standard comic elongation)
+  - Mathematical color harmony relationships with triadic/complementary schemes
+  - Technical costume notation with material specifications (matte black bodysuit, metallic headpiece, sheer layered fabric)
+  - 15-25 digital layer component isolation per character
+  - 0.2-0.5mm consistent line weight precision
+- **Period framing:** Contemporary digital comic production (2015-present) with fashion industry cross-pollination
+- **Tone Tag:** Elegant-heroic with fashion sophistication
+
+------
+## 4) Technical Method & Mark-Making
+
+- **Line Quality Anchor:** 0.2-0.5mm digital brush consistency across all line work, no weight variation beyond intentional emphasis points
+- **Fashion Proportion Anchor:** 9-head figure standard with 150% limb elongation compared to anatomical norm, fashion illustration methodology applied to superhero physique
+- **Digital Layer Architecture:** 15-25 separate Photoshop layers per character for costume component isolation (base figure, primary costume, accessories, effects, hair, background elements)
+- **Color Mathematics Anchor:** Harmony relationships calculated through triadic/complementary schemes, no intuitive color selection, mathematical precision required
+- **Pose Anchors:** Head tilt degrees (15-25° fashion angle), shoulder-hip angle differential (20-30° contrapposto), weight distribution 60-40% asymmetrical, gesture economy with specific hand positions (pointing, grasping, power displays)
+- **Scale Hierarchy Anchor:** 9-head proportion system (150% standard comic elongation), neck elongation 120% anatomical norm, limb extension 130% baseline measurements
+- **Material Authenticity Anchor:** Digital medium techniques with authentic Photoshop workflow characteristics - precise vector-quality linework with controlled brush dynamics
+- **Period Consistency Anchor:** Contemporary digital comic production (2015-present) with fashion industry cross-pollination, UCLA costume design training integration
+- **Production Method Anchor:** Digital comic creation with fashion technical drawing methodology, layer-based component isolation workflow
+- **Canvas Adaptation Anchor:** Composition optimized for 2:3 comic cover format with character showcase emphasis and costume detail hierarchy
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Matrix:**
+
+- **Adult fem:** High-fashion superhero costumes with technical material specifications (metallic bodysuits, structured capes, engineered fabrics), 9-head proportion emphasis, fashion runway influence applied to heroic design
+- **Adult masc:** Tailored superhero uniforms with precise fit and technical detail (fitted armor pieces, structured elements, engineered materials), fashion illustration proportions maintained
+- **Youth:** Age-appropriate heroic costumes with fashion sensibility but modest coverage, technical detail appropriate to character age
+
+**Fabric Behavior:**
+
+- **Drape qualities:** Technical fabric simulation (neoprene stretch, metallic sheen, engineered textiles)
+- **Material physics:** Digital rendering of high-tech costume materials with authentic fall and movement
+- **Period accuracy:** Contemporary superhero costume design influenced by high-fashion methodology
+
+**Accessory Guidelines:**
+
+- **Minimalist (0-2):** Clean costume focus with 1-2 key technical elements
+- **Elaborate (3-4):** Complex costume systems with multiple technical components and fashion details
+
+**Color Palette:** Mathematical harmony schemes (triadic, complementary, split-complementary) with no arbitrary color selection, fashion-influenced sophistication
+
+**Prop Selector:**
+
+```yaml
+vertex_dauterman_props:
+  heroic_gear: [technical gauntlets, engineered weapons, high-tech accessories, costume components]
+  fashion_elements: [structured capes, metallic details, engineered fabrics, technical accessories]
+  power_displays: [energy effects, costume-integrated technology, heroic implements, technical gear]
+  environmental: [sleek backgrounds, technical environments, fashion-influenced settings]
+  micro_details: [costume clasps, technical details, fashion hardware, engineered elements]
+  exclusions:
+    - "no traditional comic pouches"
+    - "no excessive weaponry"
+    - "no cluttered designs"
+    - "no inconsistent proportions"
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives (≥2):** "original aspect ratio", "source dimensions", "unmodified framing", "inconsistent line weights", "amateur proportions", "cluttered costume design", "arbitrary color choices", "standard comic proportions", "rough linework", "unprofessional presentation", "generic superhero design", "traditional comic styling"
+
+**✓ Canvas Positives (≥2):** "exactly 2:3 ratio", "recomposed for comic cover format", "0.2-0.5mm consistent line weight precision", "extreme 9-head proportion system with 160% elongation", "neck elongation 140% anatomical norm", "limb extension 145% baseline measurements", "15-25 digital layer component isolation", "mathematical color harmony relationships with measured percentage allocations", "UCLA costume design technical specifications with measurable material properties", "fashion illustration methodology with golden ratio positioning (1.618)", "precise digital workflow with 99% consistency coefficient", "heroic-elegant pose styling with fashion runway angles", "shoulder width reduced to 85% anatomical norm for fashion silhouette"
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **For 2:3 Portrait Format:** Vertical emphasis with character dominance ≥70%, fashion illustration hierarchy, costume detail showcase priority
+- **Figure-Ground Relationship:** 70% character prominence, 30% atmospheric background with costume detail support
+- **Layout Hierarchy:** Primary character > costume details > background elements > typography zones
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Enhanced Digital Layout:** Precise character positioning with fashion illustration spacing requirements (central figure occupies 65-75% of composition height, 45-55% of composition width), 15-25 layer organization for technical component isolation, mathematical grid system with golden ratio positioning (1.618 proportional relationships)
+- **Technical Costume Priority:** Material specification clarity with measurable detail hierarchy - costume technical elements receive 10-15x detail concentration compared to background elements, fashion hardware gets 8-12x line density compared to anatomical areas
+- **Precision Color Distribution:** Mathematical harmony implementation with measured percentages - primary color dominance 40-45%, secondary color support 30-35%, accent color punctuation 20-25%, ensuring geometric color wheel relationships maintained throughout composition
+- **Enhanced Detail Management:** Costume technical specifications receive highest priority with UCLA costume design methodology - fabric junction points, hardware attachment systems, material transition zones all rendered with technical drawing precision
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Digital comic cover format with fashion illustration influence, contemporary production values
+- **Frame/Band Anchor:** Clean comic cover presentation without decorative frames, focus on character and costume design
+- **Production Context Anchor:** Modern digital comic production with fashion industry methodology integration
+- **Ratio Enforcement Anchor:** Composition designed specifically for 2:3 comic cover format, not adapted from different ratio
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - Essential for comic cover format.
+
+**Ratio-Appropriate Zones:** Typography layout optimized for 2:3 comic cover format with fashion-influenced hierarchy
+
+- **Masthead zone:** Top 15-20% for bold "VERTEX COMICS" with sophisticated typography
+- **Character space:** Central 60-70% for character and costume showcase
+- **Supporting text:** Bottom 10-15% for issue information and pricing
+
+**Copy Limits:** ≤6 words per line, ≤3 coverlines positioned for 2:3 ratio with sophisticated readability
+
+**Period-Appropriate Typography:** Contemporary comic fonts with fashion influence (2015-present production standards)
+
+**Font Recommendation:**
+
+- **Primary:** Closest Google Font: Montserrat (fashion industry standard, 90% match). Better: Proxima Nova or similar geometric sans-serif
+- **Secondary:** Closest Google Font: Open Sans (clean readability, 85% match). Better: Avenir or Helvetica Neue
+
+**Format-Specific Text Rules:**
+
+- **Comic cover mode:** Essential for 2:3 format, sophisticated typography integration with fashion sensibility
+- **Text elements:** "VERTEX COMICS" masthead, issue number, price point, 1-2 action coverlines
+- **Typography style:** Clean, sophisticated fonts reflecting fashion illustration influence
+
+**Historical Accuracy:** Typography matching contemporary comic production (2015-present) with fashion industry crossover influence and modern digital comic conventions
+
+**Production Method Integration:** Typography rendered with contemporary digital comic production standards, fashion-influenced sophistication, and precise digital implementation matching Dauterman's professional presentation standards
+
+---
diff --git a/styles/modern_age_comics/todd_mcfarlane_cape_dynamics.md b/styles/modern_age_comics/todd_mcfarlane_cape_dynamics.md
new file mode 100644
index 0000000..86ac409
--- /dev/null
+++ b/styles/modern_age_comics/todd_mcfarlane_cape_dynamics.md
@@ -0,0 +1,155 @@
+---
+id: todd_mcfarlane_cape_dynamics
+group: Modern Age Comics
+movement: Supernatural Anti-Hero Illustration
+artist: Todd McFarlane
+display_name: Todd McFarlane — Cape Dynamics & Chaos
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Spawn-era covers spanned the standard 2:3 and occasional 3:4 variants—choose
+  whichever showcases the cape best.
+modes:
+  - Supernatural Anti-Hero
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Todd McFarlane’s capes writhe like living smoke, with ink spatters and 200
+  strands flinging across the frame. We keep that chaotic silhouette,
+  exaggerated anatomy, and grungy textures while inventing new anti-heroes and
+  void-drenched skylines.
+hero_image: null
+---
+
+# Todd McFarlane Style
+
+## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+**Constraint precedence:** Organic flow authority over anatomical precision; cape dynamics supersede realistic physics **Face-Treatment Flag:** `linear-anatomical-destruction` with `scratched-surface` texture emphasis
+ **Pose Flag:** `contorted-psychological` with extreme foreshortening and impossible anatomy **Canvas Control Flag:** `adaptive-extend` for cape dynamics and organic flow requirements **Material Physics Authority:** Newsprint absorption characteristics, brush-loaded single strokes, variable ink viscosity for texture simulation **Cultural/Period Authenticity:** Early 1990s Image Comics revolution methods, independent creator aesthetic, anti-establishment art approach **Revolutionary Cape Technique:** Spaghetti webbing methodology - 200+ individual strand calculations per cape panel with three-line construction system **Technical Specifications:** Nearly-dry brush stippling, 30-degree angular variance tolerance, organic chaos over geometric precision **Modern Age Innovation:** Extreme anatomical destruction establishing new visual language, cape physics redefinition, texture obsession methodology **IP Protection:** Original anti-hero character design avoiding existing supernatural iconography, distinct costume elements, alternative demonic themes **Safety Guardrails:** Age-appropriate content despite dark themes, modest attire for all figures, no copyrighted logos/signatures
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+------
+
+## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original supernatural anti-hero** in **Todd McFarlane's organic chaos technique** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original dark character with completely distinct design (avoid all Spawn iconography - NO skull imagery, NO chain motifs, NO red cape combinations, NO demonic helmet designs), unique supernatural theme, alternative dark powers - ZERO resemblance to Spawn universe or Image Comics properties. **Likeness (style-first):** Identity via **contorted dramatic pose/supernatural intensity/anti-hero stance**; integrate into **organic chaos comic medium** emphasizing **impossible anatomy** and **flowing textile dynamics**. **Face-Treatment Flag:** `linear-anatomical-destruction` **Pose Flag:** `contorted-psychological` **Canvas Control Flag:** `adaptive-extend` **Style dominance:** McFarlane's organic chaos overrides all realistic approaches, prioritizing **flowing dynamics** and **anatomical impossibility**. **Mode Selector:** Supernatural Anti-Hero Comic Cover with Vertex Comics branding.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (alternative comic proportion)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with flowing cape/textile dynamics requiring extra composition space
+- **Spatial Allocation:** Character dominance 50-60%, cape/flow effects 25-30%, texture demonstration 10-15%, typography zones 10-15%
+- **Background Treatment:** Simplified environments allowing cape dynamics and organic flow to dominate visual space
+- **Format Justification:** Comic cover requires flowing composition for cape physics demonstration with integrated supernatural atmosphere
+## 3) Style Context & Material Authenticity
+
+Todd McFarlane's revolutionary organic style (1987-present) established **anatomical destruction aesthetics** through **impossible cape physics** and **texture obsession mastery**. Production method emphasizes **newsprint-optimized technique** with **single-stroke brush economy**, **organic chaos construction**, and **anti-establishment visual storytelling with supernatural themes**. **Paper substrate:** **Standard newsprint with heavy ink absorption** creating **bold texture contrast effects**. Purpose focuses on **anti-hero supernatural drama** through **impossible physics demonstration** and **organic visual storytelling** within **independent comic production**.
+
+**Hallmark motifs include:**
+
+- **200+ individual cape strand calculations** per panel using **three-line construction system** (structural wavy lines, flow direction lines, gravitational pull lines)
+- **30-degree angular variance** from primary flow direction with **organic unpredictability**
+- **120-180% anatomical exaggeration** beyond natural proportions for dramatic effect
+- **Variable texture density** from **5-50 lines per inch** based on material simulation requirements
+- **40-60% negative space usage** in cape areas defined by **absence rather than presence of ink**
+- **Stippling technique** with **2-8mm dot diameter variation** applied with **nearly-dry brush method**
+
+**Period framing:** **Early 1990s Image Comics revolution** with **independent creator freedom** creating **anti-establishment but commercially successful entertainment**.
+
+**Innovation line:** **Cape physics revolution** / **Anatomical destruction mastery** / **Organic texture obsession** / **McFarlane's impossible anatomy authorization**.
+## 4) Technical Method & Mark-Making
+
+**Organic Flow Mechanics:** **Three-line cape system** with **structural foundation lines** (wavy pattern defining cape base), **flow direction lines** (indicating movement), and **gravitational pull lines** (showing physical forces). **30-degree maximum angular variance** from primary flow direction. **200+ individual strand calculations** for complex cape panels.
+
+**Anatomical Specifications:** **120-180% limb extension** beyond natural proportions. **Contorted poses** with **psychological tension emphasis**. **Impossible joint angles** and **gravity-defying anatomy** for dramatic impact. **Muscle definition** following **organic chaos rather than realistic anatomy**.
+
+**Texture Application:** **Variable density from 5-50 lines per inch** depending on material simulation. **Stippling technique** using **2-8mm dot diameter variation** with **nearly-dry brush application**. **Crosshatching chaos** with **organic directional flow** rather than geometric patterns.
+
+**Negative Space Authority:** **40-60% of cape definition** achieved through **strategic ink absence**. **Flowing forms** created by **what is not drawn** rather than positive line work. **Organic boundaries** defined by **texture contrast** rather than outline containment.
+
+**Line Quality:** **Single-stroke brush economy** with **organic unpredictability**. **Scratched surface effects** and **texture emphasis** over clean line work. **Variable ink viscosity** creating **surface interaction authenticity**.
+
+**Canvas Adaptation Anchor:** Comic cover composition optimized for **2:3 format** with **cape dynamics showcase** and **organic flow demonstration**.
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Supernatural Anti-Hero Design:**
+
+- **Original Dark Character:** **Alternative color schemes** (deep purple/silver, dark green/bronze, navy/gold, charcoal/blue), **unique supernatural symbol** (cosmic patterns, shadow designs, void emblems, darkness motifs - NO skull iconography), **flowing textile design** (cloak alternatives, shadow manipulation, energy wisps, supernatural fabric), **anti-hero styling** appropriate to **supernatural genre**, **organic costume design** with **McFarlane's flowing aesthetic**; accessories maximum **1-2** supernatural items.
+
+**Supporting Character Wardrobe:**
+
+- **Urban supernatural:** **1990s alternative attire** with **gothic influences** and **supernatural presentation**
+- **Supernatural entities:** **Original creature design** with **organic flow emphasis**
+- **Authority figures:** **Period appropriate uniforms** with **supernatural encounter context**
+
+**Prop Selector**
+
+```yaml
+vertex_supernatural_props:
+  flowing_elements: [supernatural cloaks, energy wisps, shadow manipulation, darkness flows]
+  organic_textures: [chain alternatives, rope dynamics, fabric physics, supernatural materials]
+  anti_hero_gear: [original dark weapons, supernatural tools, shadow equipment, void devices]
+  supernatural_environment: [gothic architecture, supernatural phenomena, dark energy, mystical effects]
+  texture_demonstrations: [organic surfaces, flowing materials, supernatural textures, chaos patterns]
+  micro_details: [costume flow points, texture emphasis areas, organic detail zones, supernatural accents]
+  exclusions:
+    - "no Spawn universe iconography"
+    - "no skull imagery or death symbols"
+    - "no chain motifs or hell themes"
+    - "no red cape combinations"
+    - "no demonic helmet designs"
+    - "no Image Comics character elements"
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌐ Canvas Negatives:** "original image proportions", "realistic anatomy", "clean geometric lines", "photographic elements", "realistic photography", "portrait photography", "photographic portraits", "Spawn costume elements", "skull iconography", "chain motifs", "demonic helmet designs", "red cape combinations", "Image Comics references", "static cape positioning", "geometric precision"; **NO photographic elements anywhere in composition**; **NO Spawn, Angela, or any Image Comics character elements**; **NO clean art style that eliminates McFarlane's organic chaos**; **NO realistic physics that remove impossible cape dynamics**; **NO photographic portraits or realistic photography mixed with illustration**.
+
+**✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original anti-hero", "Todd McFarlane organic chaos", "200+ cape strand calculations", "three-line cape construction system", "120-180% anatomical exaggeration", "30-degree angular variance tolerance", "40-60% negative space usage", "variable texture density 5-50 lines per inch", "stippling 2-8mm diameter variation", "newsprint absorption authenticity".
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **"VERTEX COMICS"** with **supernatural anti-hero theme**
+- **Character prominence:** Central 50-60% featuring original anti-hero in **McFarlane contorted pose**
+- **Cape dynamics showcase:** **Flowing textile demonstration** with **three-line construction method**
+- **Supernatural context:** Clear anti-hero activity appropriate to dark supernatural entertainment
+- **Organic flow integration:** **Cape physics** and **texture demonstration** integrated with cover design
+
+**Supernatural Environment:** **Gothic urban setting** with **simplified architectural elements** that **support flowing dynamics without visual competition**. **Organic texture** applied to **environmental elements** following **McFarlane's chaos methodology**. **Surface Context Anchor:** Newsprint comic art with heavy ink absorption appropriate to early 1990s independent comic production. **Frame/Band Anchor:** Dynamic comic cover layout - organic framing typical of McFarlane's flowing approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated cape dynamics and organic texture demonstration.
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic early 1990s independent comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **"VERTEX COMICS"** with **supernatural styling** and **organic flow integration** (closest Google Font: Creepster or Chiller)
+- **Issue information:** "No. [X]" and "$1.95" pricing in **1990s independent comic styling**
+- **Story elements:** 1-2 **supernatural-themed coverlines** (e.g., "Darkness Unleashed!", "Supernatural Chaos!")
+- **Publisher credit:** "Vertex Comics Publications" in atmospheric text
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Flowing, supernatural lettering** with **organic integration**
+- **Cover text:** **Gothic atmospheric style** or closest approximation: **Creepster, Chiller, or Nosifer**
+- **Color schemes:** **High contrast combinations** (white on black, silver on purple) for **supernatural atmosphere**
+- **Organic integration:** Typography designed with **flowing elements** for maximum supernatural impact
+
+**Historical Accuracy:** Typography must match early 1990s independent comic conventions with period pricing ($1.95), independent production values, and supernatural styling appropriate to anti-hero comics with McFarlane's organic flow design influence.
+
+---
diff --git a/styles/movie_posters/al_hirschfeld_linear_calligraphic_poster.md b/styles/movie_posters/al_hirschfeld_linear_calligraphic_poster.md
new file mode 100644
index 0000000..0b559c6
--- /dev/null
+++ b/styles/movie_posters/al_hirschfeld_linear_calligraphic_poster.md
@@ -0,0 +1,282 @@
+---
+id: al_hirschfeld_linear_calligraphic_poster
+group: "Movie Posters"
+movement: "Golden Age Illustration"
+artist: "Al Hirschfeld"
+display_name: "Al Hirschfeld — Linear Calligraphic Poster"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Hirschfeld's theatrical movie sheets stayed on 2:3 lobby-card proportions for 3-6 ft viewing distance."
+modes: ["Ink Contour Poster"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "One dominant gesture occupies 40-60% frame; supporting players appear as linear cameos."
+  identity_priority: ["gesture", "silhouette", "stylistic-outline"]
+about: >
+  Hirschfeld captured Broadway and Hollywood personalities with continuous contour lines and strategic black fills. This card
+  reproduces his ink-on-board theatrical posters: confident calligraphic strokes, minimal backgrounds, and poster-ready typography.
+---
+
+# Al Hirschfeld Movie Poster Framework v4.4 (Authentic Revision)
+
+  **Version:** 4.4
+   **Purpose:** Forensic recreation of Al Hirschfeld's linear calligraphic movie poster style based on comprehensive analysis of authentic works.
+
+  ------
+
+  ## Renderer-Agnostic Adapter
+
+  - **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+  - **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+  - **Style over likeness:** Likeness via silhouette/gesture/expression, never photographic accuracy.
+  - **Technical Measurement Authority:** Quantitative specifications ("parallel curved strokes following natural hair direction", "3-4 major curves define profile") override descriptive language.
+  - **Process-Over-Result Priority:** How ink flows from pen/brush supersedes visual appearance descriptions.
+  - **Hirschfeld-Specific Flag Authorization:** `linear-calligraphic`, `continuous-contour`, `natural-hair-direction`, `strategic-black-fills`, `gesture-hierarchy-dominance`, `confident-line-energy`, `architectural-suggestion-minimal`, `structural-contrast-facial`.
+  - **Anti-Illustration Bias:** Authority to generate deliberately economical line work that rejects detailed rendering.
+  - **Face-Treatment Flags:** `linear-confidence`, `structural-contrast`
+  - **Material Physics Authority:** Black india ink on cold-pressed illustration board with visible pen/brush confidence.
+  - **Scale-Dependent Technique:** Movie poster viewing distance 3-6 feet affects line economy and gesture clarity.
+  - **Publication Production Authenticity:** 1930s-1970s letterpress printing with characteristic imperfections.
+  - **Quantifiers authoritative:** Numeric anchors are targets.
+  - **Text policy:** Typography required for movie poster format per Section 8.
+  - **Safety/IP:** No copyrighted character elements; original character interpretations only.
+  - **Age & wardrobe guardrail:** Period-appropriate 1930s-1970s costume design.
+  - **Material authenticity:** Authentic ink-on-paper with visible tool confidence, no digital simulation.
+  - **Period Production Authenticity:** Halftone dots 65-85 LPI, color registration drift ±2mm.
+  - **Composition boundaries:** No frames outside canvas; typography integrated within poster space.
+  - **Failure Mode Flags:** Avoid uniform line weights, random hair direction, excessive clothing detail.
+  - **Silent validation:** Apply checklist, regenerate silently if fail.
+
+  ------
+
+  ## Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+  - **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (standard movie poster) - ignore source image dimensions completely.
+  - Redraw in **Al Hirschfeld linear calligraphic style** for **1930s-1970s movie poster format**.
+  - Identity via signature gesture/expression/silhouette - never anatomical accuracy.
+  - **IP Safeguard Declaration:** Create original character interpretations avoiding copyrighted elements.
+  - Declare **Face-Treatment Flag:** `structural-contrast`
+  - Declare **Pose Flag:** `gesture-hierarchy-dominance`
+  - Declare **Canvas Control Flag:** `strict-reframe`
+  - **Style Dominance:** Hirschfeld's confident line economy supersedes realistic representation.
+  - **Mode Selector:** Movie poster commercial format.
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO:** `2:3` (standard movie poster format)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** recompose-entirely
+  - **Spatial Allocation:** Character dominance 65-75% of vertical space, typography zones 25-35%
+  - **Background Treatment:** Pure white space or minimal architectural suggestion maximum 2% visual weight
+  - **Format Justification:** 2:3 ratio optimizes for theater lobby display at 3-6 foot viewing distance
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  - **Influences:** Japanese woodblock prints (line economy), commercial poster constraints (visual impact), theatrical performance vocabulary (gesture essence).
+  - **Medium/Production method:** Black india ink on cold-pressed illustration board with pen and brush; letterpress printing with halftone screens 65-85 LPI.
+  - **Thematic purpose:** Commercial entertainment promotion through character essence and dominant gesture capture.
+  - **Hallmark motifs with specifications:**
+    - Continuous contour line: Single unbroken line defines 60-80% of figure silhouette
+    - Natural hair direction: Parallel strokes following hair's natural growth patterns, 8-15 strokes per hair section
+    - Strategic black fills: Pure black areas for formal wear contrast (tuxedos, evening gowns) occupying 15-25% of figure
+    - Confident line energy: Every stroke suggests personality and movement, never careful illustration
+    - Gesture hierarchy dominance: One primary gesture occupies 40-60% of compositional space
+    - Structural facial contrast: Bold architectural lines 2-3mm contrasting delicate details 0.5-1mm
+    - Architectural suggestion: Environmental elements indicated with 5-10 lines maximum
+  - **Period framing:** Golden Age Hollywood 1930s-1970s theatrical entertainment.
+  - **Tone Tag:** Confident, economical, theatrical essence capture.
+  - **Production Era Authenticity:** Letterpress limitations - solid fills only, halftone dots visible, registration drift.
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality Specifications:**
+
+  - **Weight variation mastery:** 0.5mm delicate details swelling to 3-4mm bold structural elements within confident strokes
+  - **Hair direction authenticity:** Parallel curved strokes following natural hair growth patterns, 8-15 strokes per section
+  - **Strategic black fill placement:** Pure black areas for formal wear creating dramatic contrast, 15-25% of figure coverage
+  - **Continuous contour confidence:** Uninterrupted line flow defining 60-80% of figure silhouette
+  - **Clothing indication economy:** Silhouette plus 2-4 major fold lines, strategic black fills for formal wear
+
+  **Line Weight Variation Enhancement:**
+
+  - **Dramatic contrast requirement:** Minimum 4:1 ratio between bold structural lines (2-4mm) and delicate details (0.5-1mm)
+  - **Cheekbone architecture:** Bold diagonal structural line 3-4mm weight defining primary facial plane, creating strong shadow indication
+  - **Feature detail precision:** Eyes, nose, mouth rendered with 0.5-1mm delicate strokes, maximum 2-3 strokes per feature
+  - **Structural hierarchy:** Jaw, cheekbone, neck outline use 2-4mm bold confident strokes contrasting facial interior details
+
+  **Hair Treatment Anchors:**
+
+  - **Curly hair technique:** Parallel curved strokes following natural curl direction, 8-15 per section
+  - **Straight hair technique:** Clean directional flow with minimal stroke count, maximum 6-10 defining strokes
+  - **Textural hair areas:** Dense parallel hatching following natural patterns, never random or decorative
+  - **Volume indication:** Achieved through directional stroke energy, not cross-hatching density
+
+  **Clothing Rendering Anchors:**
+
+  - **Formal wear strategy:** Strategic pure black fills for tuxedos, evening gowns creating dramatic contrast
+  - **Fabric pattern indication:** Crosshatch/stipple contained within garment silhouettes, never bleeding into background
+  - **Fold line economy:** 2-4 major fold indicators maximum per garment
+  - **Silhouette primacy:** Clothing shape defined first, details subordinated to overall form
+
+  **Pose Anchors:**
+
+  - **Gesture hierarchy:** One dominant action (piano playing, conducting, cocktail holding) defines character essence
+  - **Compositional focus:** Primary gesture occupies 40-60% of available space
+  - **Secondary element subordination:** All other elements support primary character action
+  - **Anatomical accuracy within economy:** Correct proportions maintained despite stylistic simplification
+
+  **Scale Hierarchy:** Character head 15-25% of poster height, dominant gesture elements 8-15% of total composition **Material Authenticity:** Visible pen confidence in structural lines, brush energy in hair sections **Period Consistency:** 1930s-1970s theatrical costume and gesture vocabulary **Production Method:** Halftone dots 65-85 LPI for limited color areas, letterpress characteristics **Canvas Adaptation:** Composition optimized for 2:3 vertical format with typography integration
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **Wardrobe tracks:** Period-accurate 1930s-1970s Hollywood theatrical costume design
+
+  - **Male formal:** Tuxedos, tailcoats, formal evening wear - strategic black fills for dramatic contrast
+  - **Female glamour:** Evening gowns, cocktail dresses, theatrical costumes - emphasis on elegant silhouettes
+
+  **Fabric indication strategy:**
+
+  - **Formal wear:** Strategic pure black fills creating dramatic contrast against line work
+  - **Textured fabrics:** Crosshatch/stipple patterns contained within garment silhouettes
+  - **Pattern economy:** 2-4 major fold lines maximum, never excessive detail
+  - **Silhouette primacy:** Clothing shape established first, details subordinated
+
+  **Accessory caps:** Minimalist 1-2 elements supporting gesture hierarchy (bow ties, pearl strands, formal gloves) **Color palette:**
+
+  - **Primary:** Black india ink on cream/white paper stock
+  - **Strategic black fills:** 15-25% of figure coverage for formal wear contrast
+  - **Accent colors:** Single spot color maximum 20% coverage if used
+
+  **Wardrobe variation:** Cycle through period theatrical elegance - formal evening wear, performance costumes, sophisticated day wear **Props:** 1 hero prop maximum supporting dominant gesture, total ≤2 elements **Coherence filter:** All elements support 1930s-1970s theatrical sophistication
+
+  **YAML PROP POOLS:**
+
+  ```yaml
+  theatrical_props:
+    1930s_1940s: [top_hat, white_gloves, cigarette_holder, bow_tie, pocket_watch, walking_cane, opera_glasses, champagne_flute]
+    1950s_1960s: [martini_glass, cigarette, sunglasses, fedora_hat, pearl_necklace, telephone_handset, record_album, microphone]
+    1970s: [disco_ball, platform_shoes, wide_lapel_jacket, oversized_sunglasses, vinyl_record, stage_microphone, feather_boa, cocktail_glass]
+
+  musical_instruments:
+    classical: [violin, piano_keys, conductor_baton, sheet_music, trumpet, saxophone, clarinet]
+    theatrical: [stage_piano, orchestra_pit_violin, conductor_podium, musical_score_stand]
+
+  performance_accessories:
+    male_formal: [white_tie, tailcoat, opera_hat, white_gloves, boutonniere, cufflinks]
+    female_glamour: [long_gloves, fur_stole, pearl_strand, art_deco_jewelry, ostrich_feather, beaded_purse]
+    stage_props: [spotlight, theater_curtain, proscenium_arch, stage_stairs, director_chair]
+  ```
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **Canvas Negatives (≥2):**
+
+  - "decorative background elements", "radiating lines behind figure", "atmospheric halos", "starburst effects"
+  - "detailed architectural backgrounds", "elaborate stage settings", "multiple environmental elements"
+  - "uniform line weights", "random hair direction", "excessive clothing detail", "filled backgrounds"
+  - "photographic detail", "careful illustration techniques", "decorative line work"
+  - "original aspect ratio", "source dimensions", "unmodified framing"
+  - "explosive hair radiation", "feathered hair effects", "decorative hair treatment"
+  - "multiple dominant gestures", "equal gesture weight distribution"
+
+  **Canvas Positives (≥2):**
+
+  - "exactly 2:3 ratio", "recomposed for movie poster format"
+  - "natural hair direction following growth patterns", "parallel curved strokes for curly hair"
+  - "strategic black fills for formal wear", "confident line weight variation"
+  - "gesture hierarchy dominance", "architectural suggestion minimal"
+  - "structural facial contrast 2-3mm bold vs 0.5mm delicate"
+  - "continuous contour mastery", "theatrical essence capture"
+
+  **Vocabulary warnings:** Avoid "detailed," "realistic," "decorative" - emphasize confidence, economy, and theatrical essence.
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **2:3 POSTER COMPOSITION REQUIREMENTS:**
+
+  - **Character dominance:** 65-75% of vertical space with gesture hierarchy emphasis
+  - **Typography zones:** Header 15-20%, footer 10-15% flowing around figure silhouette
+  - **Background treatment:** Pure white space or minimal architectural suggestion maximum 2% visual weight
+
+  **Hirschfeld-Specific Composition:**
+
+  - **Gesture hierarchy dominance:** One primary action (piano playing, conducting, cocktail holding) defines composition
+  - **Figure isolation:** Character dominates space against pure white background
+  - **Line confidence throughout:** Every element suggests energy and personality through economical stroke work
+  - **Theatrical vocabulary:** Poses drawn from 1930s-1970s stage and screen performance traditions
+
+  **Minimal Environmental Integration:**
+
+  - **Architectural suggestion:** Maximum 2-4 confident strokes indicating performance spaces, never competing with figure
+  - **Atmospheric elements:** Omit radiating lines, halos, or decorative background effects entirely
+  - **Furniture indication:** Maximum 3-5 line suggestions for essential props (music stands, pianos) - stark simplicity only
+
+  **Strategic Black Fill Usage:**
+
+  - **Formal wear contrast:** Tuxedos, evening gowns rendered as pure black shapes creating drama
+  - **Background separation:** Black clothing elements separate figure from white background
+  - **Visual hierarchy:** Black fills direct eye to primary gesture and character essence
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** Cold-pressed illustration board, india ink absorption characteristics
+  - **Frame/Band Anchor:** Omit entirely - typography integrated within poster composition
+  - **Production Context:** 1930s-1970s letterpress limitations and characteristic registration drift
+  - **Gesture Hierarchy Enforcement:** Entire composition organized around one dominant character-defining action
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **Typography REQUIRED for movie poster format**
+
+  **2:3 POSTER-APPROPRIATE ZONES:**
+
+  - **Header zone:** 15-20% of poster height for title treatment complementing figure silhouette
+  - **Footer zone:** 10-15% of poster height for credits positioned to support overall composition
+  - **Integration method:** Typography flows around and complements figure, never competing with line work
+
+  **Copy limits:**
+
+  - **Title:** ≤4 words, confident theatrical lettering
+  - **Credits:** ≤12 elements maximum, hierarchical sizing 8-24pt range
+  - **Tagline:** ≤6 words supporting theatrical theme
+
+  **Period-Appropriate Typography:**
+
+  - **1930s-1940s:** Art Deco theatrical influence, condensed letterforms with confidence
+  - **1950s-1960s:** Modern sans-serif with theatrical flair, clean confident spacing
+  - **1970s:** Bold display typography with performance energy, expanded character spacing
+
+  **Font recommendation:**
+
+  - *Closest Google Font: Bebas Neue (condensed theatrical confidence, 80%). Better: Custom theatrical display lettering.*
+
+  **Format-Specific Rules:**
+
+  - **Movie poster mode:** Mandatory 2:3 vertical, title integrated with gesture hierarchy
+  - **Typography confidence:** Lettering shows same assured energy as figure line work
+  - **Viewing distance:** 3-6 feet optimized sizing minimum 18pt for theatrical lobby visibility
+  - **Theatrical vocabulary:** Type treatment supports entertainment industry conventions
+
+  **Production Integration:** Typography rendered with period letterpress characteristics - solid colors, slight registration drift, impression depth matching overall production authenticity.
+
+---
diff --git a/styles/movie_posters/bill_gold_conceptual_campaign.md b/styles/movie_posters/bill_gold_conceptual_campaign.md
new file mode 100644
index 0000000..f265d59
--- /dev/null
+++ b/styles/movie_posters/bill_gold_conceptual_campaign.md
@@ -0,0 +1,307 @@
+---
+id: bill_gold_conceptual_campaign
+group: "Movie Posters"
+movement: "Conceptual Campaign Design"
+artist: "Bill Gold"
+display_name: "Bill Gold — Conceptual Campaign"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Gold art-directed 27x40 campaigns; the conceptual focal point relies on the 2:3 studio frame."
+modes: ["Conceptual One-Sheet"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "One high-concept image or figure anchors the sheet; supporting motifs sit in modular tiles."
+  identity_priority: ["concept", "typography", "gesture"]
+about: >
+  Bill Gold orchestrated some of Hollywood's smartest poster campaigns, pairing high-concept imagery with modular type systems. This
+  card preserves his editorial clarity while keeping brand-new narratives.
+---
+
+# Bill Gold
+
+**Version:** 1.0
+ **Purpose:** Authentic reproduction of Bill Gold's movie poster design technique (1940s-2000s) based on visual evidence analysis across his three major style periods. Enforces his signature photo-offset lithography production methods, dramatic character montages, and genre-adaptive stylistic evolution.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always compose for standard movie poster format (20x14 inches approx.) - ignore source image dimensions.
+- **Style over digital perfection:** Photo-offset lithography authenticity with visible spot color separations over modern digital smoothness.
+- **Technical Measurement Authority:** Quantitative specifications ("70-80% character dominance", "flat spot color planes", "visible screen tint dots") override descriptive language.
+- **Process-Over-Result Priority:** Period-appropriate printing method simulation (spot color separations, screen tints, uncoated paper) supersedes modern digital aesthetics.
+- **Gold-Specific Flags (choose one Face-Treatment by style period):**
+  - *Classic Hollywood:* `dramatic-character-montage`, `light-shadow-modeling`, `hero-prop-integration`, `ensemble-hierarchy`
+  - *Psychedelic Pop:* `vibrant-color-bombardment`, `repeating-imagery`, `geometric-framing`, `distorted-typography`
+  - *Minimalist Symbolism:* `stark-silhouette`, `negative-space-dominance`, `single-concept-power`, `typography-as-art`
+- **Pose Flags:** `distant-hero-gaze`, `engaging-viewer-connection`, `dramatic-lighting-reveal`, `prop-interaction`
+- **Canvas Control Flag:** `strict-reframe` (standard movie poster proportions)
+- **Production Authenticity:** 1940s-1980s photo-offset lithography with spot color printing and screen tint textures
+- **Material Physics Authority:** Flat multicolor printing plates, adhesive screen tint films, uncoated paper stock
+- **Scale-Dependent Technique:** Theater lobby viewing distance affects character hierarchy and typography sizing
+- **Quantifiers authoritative:** All numeric specifications target exact commercial poster requirements
+- **Text policy:** Always include typography as integral design element - never afterthought overlay
+- **Safety/IP:** No real actor likenesses; create original character designs appropriate to genre
+- **Age & wardrobe guardrail:** Adult presentation with period-appropriate costume design
+- **Material authenticity:** Photo-offset lithography simulation with visible color separations - no modern digital gradients
+- **Period Production Authenticity:** Mid-20th century commercial printing with characteristic spot color limitations
+- **Composition boundaries:** Typography integrated as active compositional element within poster layout
+- **Failure Mode Flags:** Avoid modern CMYK halftones, avoid digital effects, avoid glossy surface appearance
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **20x14 inch movie poster ratio** - ignore source image dimensions completely.
+- Redraw in **Bill Gold period-specific poster design style** for **[STYLE PERIOD: Classic Hollywood / Psychedelic Pop / Minimalist Symbolism]**.
+- Identity via dramatic character positioning, genre-appropriate mood, and storytelling hierarchy rather than portrait accuracy.
+- **IP Safeguard Declaration:** Create original character designs suitable for movie marketing without real actor likenesses.
+- Declare **Face-Treatment Flag:** [Period-specific: `dramatic-character-montage` / `vibrant-color-bombardment` / `stark-silhouette`]
+- Declare **Pose Flag:** `distant-hero-gaze`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Photo-offset lithography poster design with period-appropriate printing methods over modern digital approaches.
+- **Mode Selector:** Movie poster (dramatic storytelling for theater marketing).
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `20:14` (standard movie poster format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend character montage or symbolic imagery to fill vertical poster format while preserving dramatic hierarchy
+- **Spatial Allocation:**
+  - Character dominance: 70-80% canvas coverage with hierarchical star positioning
+  - Background context: 20-30% providing atmospheric support
+  - Typography integration: 15-25% as active design element within composition
+  - Negative space: Strategic use for dramatic impact and visual breathing room
+- **Background Treatment:** Minimal atmospheric support serving character drama rather than competing for attention
+- **Format Justification:** Standard poster dimensions optimize theater lobby display and newspaper reproduction
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Hollywood studio system star photography, Pop Art movement, Art Nouveau psychedelic aesthetics, J.C. Leyendecker illustration
+- **Medium/Production method:** Photo-offset lithography with flat spot color separations, screen tint applications, hand-prepared camera-ready art
+- **Thematic purpose:** Create immediate emotional connection and genre identification for movie marketing
+- **5 hallmark motifs with quantifications:**
+  1. **Dramatic character montage:** 3-5 characters with clear scale hierarchy, primary stars 40-50% larger than supporting cast
+  2. **Hero prop exaggeration:** Key story elements (guns, phones, symbolic objects) enlarged 200-300% for focal emphasis
+  3. **Genre-specific color schemes:** Classic noir (high contrast B&W + red accent), Psychedelic (electric pinks/yellows/oranges), Minimalist (monochromatic + single accent)
+  4. **Typography as illustration:** Hand-drawn lettering occupying 15-25% canvas as active design element
+  5. **Photo-offset texture authenticity:** Visible spot color separations with screen tint dot patterns for tonal variation
+- **Period framing:** Classic Hollywood (1940s-1950s), Psychedelic counter-culture (1960s-1970s), Minimalist symbolism (1970s-1980s)
+- **Tone Tag:** Sophisticated commercial appeal, genre-appropriate emotional resonance
+- **Production Era Authenticity:** Mid-20th century photo-offset lithography with characteristic printing limitations and material qualities
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Spot Color Printing Anchor:** Flat, opaque color planes with sharp edge separations - no modern CMYK halftone gradients
+- **Screen Tint Texture Anchor:** Visible adhesive film dot patterns for tonal variation in 20-60% density ranges
+- **Character Hierarchy Anchor:** Primary stars 40-50% larger scale than supporting cast with clear visual dominance
+- **Hero Prop Scale Anchor:** Key story elements enlarged 200-300% beyond realistic proportions for dramatic emphasis
+- **Dramatic Lighting Anchor:** High contrast light/shadow modeling on character faces using spot color separations
+- **Typography Integration Anchor:** Hand-drawn lettering as active compositional element occupying 15-25% canvas area
+- **Photo-Offset Edge Quality Anchor:** Sharp, clean color boundaries characteristic of commercial lithographic printing
+- **Uncoated Paper Simulation Anchor:** Matte surface appearance without glossy reflections or coated paper sheen
+- **Period Color Limitation Anchor:** Custom mixed spot colors within technical capabilities of 1940s-1980s printing
+- **Camera-Ready Art Anchor:** Composition designed for physical paste-up and acetate overlay production methods
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**PERIOD AND GENRE-SPECIFIC THEMATIC COHERENCE:**
+
+```yaml
+classic_hollywood_noir:
+  props: [revolver, cigarette, telephone, rope, shadows]
+  wardrobe: [1940s_suits, femme_fatale_dresses, detective_coats, noir_accessories]
+  poses: [distant_heroic_gaze, engaging_viewer_connection, dramatic_shadows]
+  typography: [bold_red_script, hand_drawn_elegance, classic_serif]
+  color_dominance: [high_contrast_bw, brilliant_red_accents, shadow_grays]
+
+psychedelic_pop_art:
+  props: [guns_repeated, geometric_shapes, optical_patterns, pop_culture_symbols]
+  wardrobe: [1960s_mod_fashion, counter_culture_clothing, vibrant_patterns]
+  poses: [dynamic_action, multiple_iterations, kaleidoscopic_arrangements]
+  typography: [distorted_letterforms, organic_flowing_text, challenging_legibility]
+  color_dominance: [electric_pinks, vibrant_yellows, psychedelic_oranges, clashing_combinations]
+
+minimalist_symbolism:
+  props: [single_powerful_objects, silhouetted_elements, symbolic_imagery]
+  wardrobe: [simplified_silhouettes, stark_contrasts, essential_forms]
+  poses: [dramatic_silhouettes, atmospheric_positioning, symbolic_gestures]
+  typography: [bold_sans_serif, helvetica_inspired, stark_geometric_forms]
+  color_dominance: [monochromatic_schemes, single_accent_colors, high_contrast_blacks]
+
+period_homage:
+  props: [era_specific_objects, vintage_accessories, historical_accuracy]
+  wardrobe: [1920s_leyendecker_style, period_costume_accuracy, vintage_elegance]
+  poses: [classical_illustration_poses, nostalgic_positioning, romantic_idealization]
+  typography: [cooper_black_inspired, saturday_evening_post_style, hand_painted_quality]
+  color_dominance: [saturated_period_colors, illustrative_palettes, vintage_printing_inks]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "modern CMYK halftone printing"
+- "four-color process gradients", "digital photo effects", "glossy coated paper appearance"
+- "magenta and cyan primaries", "modern digital typography", "photographic realism"
+
+**Canvas Positives (≥2):**
+
+- "exactly 20x14 movie poster ratio", "photo-offset lithography texture"
+- "flat spot color separations with sharp edges", "visible screen tint dot patterns"
+- "dramatic character hierarchy with 70-80% dominance", "hand-drawn typography integration"
+- "uncoated paper stock simulation with matte finish", "period-appropriate printing limitations"
+
+**Vocabulary warnings:** Avoid "modern," "digital," "smooth gradients" for technique. Avoid "realistic," "photographic," "subtle" for dramatic emphasis.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**MOVIE POSTER-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **Vertical emphasis:** Character drama dominating upper 70% of poster with clear visual hierarchy
+- **Commercial staging:** Maximum marketing impact optimized for theater lobby display and print advertising
+- **Genre identification:** Immediate visual communication of film type through style period selection
+
+**GOLD-SPECIFIC COMPOSITION BY PERIOD:**
+
+**Classic Hollywood Montage:**
+
+- **Character dominance:** 70-80% canvas coverage with ensemble arrangement and star hierarchy
+- **Dramatic lighting:** High contrast modeling using spot color separations for noir atmosphere
+- **Prop integration:** Hero elements (guns, phones, symbolic objects) enlarged 200-300% for focal emphasis
+- **Background minimalism:** Simple atmospheric support not competing with character drama
+
+**Psychedelic Pop Art:**
+
+- **Vibrant color bombardment:** Electric pinks, yellows, oranges creating visual energy and counter-culture appeal
+- **Repeating imagery:** Multiple iterations of key elements (faces, objects) for optical intensity
+- **Geometric framing:** Angular compositions and optical patterns reflecting 1960s-1970s aesthetics
+- **Typography distortion:** Warped, stretched lettering filling negative space with challenging legibility
+
+**Minimalist Symbolism:**
+
+- **Negative space dominance:** 60-80% single color backgrounds for maximum dramatic impact
+- **Silhouette emphasis:** Characters reduced to powerful symbolic shapes with narrative meaning
+- **Single concept power:** One image carrying entire emotional and story weight
+- **Typography as art:** Large, bold lettering as primary design element integrated into composition
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Uncoated paper stock (bristol, vellum, tag) with matte finish and substantial tactile quality
+- **Frame/Band Anchor:** Typography integrated within composition as active design element, not external overlay
+- **Production Context Anchor:** 1940s-1980s photo-offset lithography with spot color printing and screen tint limitations
+- **Ratio Enforcement Anchor:** All elements composed specifically for 20x14 standard movie poster format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Always Required:** Typography as integral design element (never omitted in Bill Gold style)
+
+**Typography specifications:**
+
+- **Movie Poster Layout:** Hand-drawn lettering integrated dynamically within composition, serving both informational and artistic functions
+- **Copy limits:** Movie title + star billing + studio credits, all custom lettered with period-appropriate styling
+- **Period and Genre-Specific Typography:**
+
+**Classic Hollywood Style:**
+
+- **Characteristics:** Bold brush script with dramatic forward slant, high contrast strokes
+- **Color treatment:** "Brilliant red" accent against high contrast black/white/gray scheme
+- **Integration:** Scrawled dynamically across composition, often overlapping character elements
+- **Font recommendation:** *Custom brush script required. Digital approximation: Kaushan Script as starting point requiring heavy customization for authentic 1940s studio lettering.*
+
+**Psychedelic Pop Style:**
+
+- **Characteristics:** Distorted, warped letterforms with organic flowing curves influenced by Art Nouveau
+- **Color treatment:** Vibrant electric colors matching overall psychedelic palette
+- **Integration:** Typography fills negative space, often challenging legibility for artistic effect
+- **Font recommendation:** *Custom distorted lettering required. Digital approximation: Knewave as starting point requiring extreme warping and customization.*
+
+**Minimalist Symbolism Style:**
+
+- **Characteristics:** Bold, geometric sans-serif forms with substantial weight and clean edges
+- **Color treatment:** High contrast against monochromatic backgrounds, often white on black
+- **Integration:** Typography as primary design element, occupying significant canvas percentage
+- **Font recommendation:** *Bold geometric sans-serif. Digital approximation: Helvetica Bold or Futura Bold as starting points.*
+
+**Period Homage Style:**
+
+- **Characteristics:** Historical accuracy matching film's setting (1920s, 1930s, etc.)
+- **Color treatment:** Rich, saturated colors mimicking period illustration inks
+- **Integration:** Hand-painted quality with soft serif characteristics
+- **Font recommendation:** *Period-specific fonts. 1920s approximation: Yeseva One (Cooper Black analog). Digital customization required for authentic hand-painted quality.*
+
+**Production standards:** Photo-offset lithography with spot color printing - typography rendered as separate color plates with sharp edge separations and visible screen tint textures where applicable.
+
+**Historical accuracy:** All typography must match documented printing capabilities and aesthetic conventions of the specific time period and style approach selected.
+
+------
+
+## Critical Visual Evidence Findings
+
+**Three-Period Stylistic Evolution:** Bill Gold's career demonstrates clear adaptation to changing cultural and technical contexts while maintaining core commercial effectiveness:
+
+**Classic Hollywood Montage (1940s-1950s):**
+
+- 70-80% character dominance with hierarchical star system positioning
+- High contrast dramatic lighting using spot color separations
+- Hero prop integration with 200-300% scale exaggeration for story emphasis
+- Custom brush script typography in "brilliant red" accent colors
+
+**Psychedelic Pop Art (1960s-1970s):**
+
+- Vibrant electric color palettes reflecting counter-culture aesthetics
+- Repeating imagery and optical patterns for visual intensity
+- Geometric compositions with angular framing and kaleidoscopic effects
+- Distorted typography influenced by Art Nouveau and psychedelic poster design
+
+**Minimalist Symbolism (1970s-1980s):**
+
+- Negative space dominance (60-80%) for maximum dramatic impact
+- Silhouette emphasis reducing characters to powerful symbolic shapes
+- Single concept compositions with strong metaphorical meaning
+- Bold geometric typography as primary design element
+
+**Technical Production Authenticity:**
+
+- Flat spot color printing with sharp edge separations (not CMYK halftones)
+- Visible screen tint dot patterns for tonal variation
+- Uncoated paper stock simulation with matte finish
+- Hand-prepared camera-ready art methods with acetate overlays
+
+**Commercial Poster Functionality:**
+
+- Standard 20x14 inch format optimized for theater lobby display
+- Genre identification through period-appropriate style selection
+- Typography integration as active design element serving marketing function
+- Character hierarchy reflecting studio star system and box office appeal
+
+---
diff --git a/styles/movie_posters/drew_struzan_cinematic_poster.md b/styles/movie_posters/drew_struzan_cinematic_poster.md
new file mode 100644
index 0000000..e7aa669
--- /dev/null
+++ b/styles/movie_posters/drew_struzan_cinematic_poster.md
@@ -0,0 +1,213 @@
+---
+id: drew_struzan_cinematic_poster
+group: "Movie Posters"
+movement: "Cinematic Montage"
+artist: "Drew Struzan"
+display_name: "Drew Struzan — Cinematic Montage"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Struzan engineered every one-sheet at 2:3 to fit theatrical frames and lightboxes."
+modes: ["Heroic Montage"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 7
+  layout_hint: "Triangular montage: lead portrait top center, supporting cast flanking, action vignette anchoring lower third."
+  identity_priority: ["portrait", "gesture", "warm-atmosphere"]
+about: >
+  Drew Struzan airbrushed luminous gradients over gesso tooth, stacked cast portraits into triangular montages, and finished with
+  colored pencil sparkles. This card revives that 1980s-2000s mixed-media workflow for cinematic posters.
+---
+
+# Drew Struzan
+
+**Version:** 1.0
+ **Purpose:** Authentic reproduction of Drew Struzan's cinematic poster illustration technique based on visual evidence analysis of 10 canonical examples (1985-2005 period). Enforces his signature montage composition, mixed-media layering method, and atmospheric color palette.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always compose for `2:3` aspect ratio (standard movie poster format) - ignore source image dimensions.
+- **Style over likeness:** Identity via warm portraiture and heroic gesture/expression, not photographic accuracy.
+- **Technical Measurement Authority:** Quantitative specifications ("60% background coverage", "3-4mm gesso texture", "40% character size differential") override descriptive language.
+- **Process-Over-Result Priority:** Mixed-media layering sequence (gesso → pencil → paint → airbrush → colored pencil highlights) supersedes visual appearance descriptions.
+- **Struzan-Specific Flags (choose one Face-Treatment):**
+  - *Core Technique:* `airbrushed-base-colored-pencil-highlights`, `gesso-tooth-foundation`, `warm-portrait-modeling`, `atmospheric-background-integration`
+  - *Character Rendering:* `heroic-gesture-emphasis`, `warm-skin-lilac-shadows`, `sharp-pencil-highlights`, `midtone-sculptural-modeling`
+  - *Background Treatment:* `organic-spatter-texture`, `amber-orange-gradients`, `atmospheric-depth-layers`, `montage-scene-integration`
+- **Pose Flags:** `heroic-gesture`, `power-stance`, `romantic-embrace`, `action-frozen`, `contemplative-gaze`
+- **Canvas Control Flag:** `strict-reframe` (always 2:3 movie poster format)
+- **Production Authenticity:** 1980s-1990s poster printing methods with halftone dots and slight registration drift
+- **Material Physics Authority:** Gesso texture foundation, airbrush smoothness, colored pencil highlight precision
+- **Scale-Dependent Technique:** Theatrical poster viewing distance affects detail hierarchy and contrast requirements
+- **Quantifiers authoritative:** All numeric specifications are exact targets
+- **Text policy:** Only render text if Section 8 authorizes with period-appropriate movie poster typography
+- **Safety/IP:** No real actor likenesses; no trademarked logos; original character designs
+- **Age & wardrobe guardrail:** All characters adult presentation; heroic costume design
+- **Material authenticity:** Authentic airbrush gradients with colored pencil highlights - no digital photo effects or modern post-processing
+- **Period Production Authenticity:** 1980s-1990s offset printing with characteristic halftone patterns and ±1mm registration tolerance
+- **Composition boundaries:** No frames outside canvas; integrate typography organically into atmospheric backgrounds
+- **Failure Mode Flags:** Avoid digital painting smoothness, avoid photographic realism, avoid modern digital gradients
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (movie poster format) - ignore source image dimensions completely.
+- Redraw in **Drew Struzan cinematic poster illustration style** for **theatrical one-sheet poster**.
+- Identity via heroic portraiture, warm atmospheric modeling, and dramatic gesture.
+- **IP Safeguard Declaration:** Create original heroic character designs avoiding real actor likenesses and trademarked costume elements.
+- Declare **Face-Treatment Flag:** `airbrushed-base-colored-pencil-highlights`
+- Declare **Pose Flag:** `heroic-gesture`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Mixed-media illustration technique over photographic realism.
+- **Mode Selector:** Theatrical poster (hero-focused montage composition).
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (theatrical movie poster standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend atmospheric background to fill vertical poster format
+- **Spatial Allocation:**
+  - Main character portrait: 35-45% of canvas height, positioned upper-center
+  - Supporting characters: 20-30% height, flanking main character
+  - Action scene integration: 25-35% background coverage, lower third
+  - Atmospheric sky/space: 40-50% upper background
+- **Background Treatment:** Seamless airbrush gradient transition from warm amber (center) to deep space blue/purple (edges)
+- **Format Justification:** 2:3 ratio optimizes character hierarchy and theatrical poster readability from theater lobby distance
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Golden Age Hollywood poster art, Norman Rockwell portraiture, classical academic painting, 1980s airbrush commercial art
+- **Medium/Production method:** Mixed-media on gessoed illustration board - pencil foundation, acrylic paint darks, airbrush color layers, Prismacolor colored pencil highlights and details
+- **Thematic purpose:** Heroic adventure cinema marketing - promise wonder, excitement, and larger-than-life characters
+- **5 hallmark motifs with quantifications:**
+  1. **Montage character portraits:** 3-5 characters with 40% size differential between hero and supporting cast
+  2. **Warm atmospheric backgrounds:** 60-70% amber/orange gradient coverage with 20-30% deep blue space
+  3. **Organic spatter texture:** 15-25% surface coverage using typewriter brush technique
+  4. **Sharp colored pencil highlights:** 2-3mm wide white accents over warm airbrush base
+  5. **Integrated action scenes:** 25-35% dramatic scene overlay at 40% transparency behind character portraits
+- **Period framing:** Peak Hollywood blockbuster era (1980s-1990s) when practical effects and earnest heroism defined adventure cinema
+- **Tone Tag:** Optimistic adventure, nostalgic wonder, heroic aspiration
+- **Production Era Authenticity:** Pre-digital poster era printing with halftone dot patterns and slight color registration drift
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Gesso Foundation Anchor:** 2-3mm thick gesso texture applied with palette knife creating organic "tooth" surface for pencil adhesion
+- **Three-Tone Composition Anchor:** Simplified value structure - 30% black darks, 50% warm midtones, 20% bright highlights
+- **Airbrush Gradient Anchor:** Smooth color transitions covering 60-80% background area with visible overspray texture at edges
+- **Colored Pencil Highlight Anchor:** Sharp 1-2mm white Prismacolor pencil strokes applied over airbrush areas, catching gesso texture peaks
+- **Organic Spatter Anchor:** Black paint spatter using typewriter cleaning brush covering 10-20% surface with 0.5-2mm droplet sizes
+- **Character Scale Hierarchy Anchor:** Main character 40-50% larger than supporting characters, positioned 10-15% above canvas center
+- **Warm Skin Modeling Anchor:** Peach/amber base tones with lilac/purple shadow areas, enhanced 20% warmer than photographic reference
+- **Atmospheric Integration Anchor:** Background elements blend seamlessly into character edges using 10-15mm soft airbrush transitions
+- **Registration Tolerance Anchor:** Slight color separation drift ±1mm to simulate period offset printing limitations
+- **Fixative Layer Anchor:** Workable fixative spray between pencil and airbrush stages allowing subsequent colored pencil highlights
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:** Heroic adventure costume design (adult presentation)
+
+- **Fabric behavior:** Leather jackets with worn patina, flowing capes with dramatic drape, practical adventure gear with lived-in authenticity
+- **Color palette restrictions:** Earth tones, warm browns, deep blues, avoiding bright primaries except for hero accent colors
+- **Wardrobe variation required:** Cycle through adventure archetypes - pilot jackets, wizard robes, space pilot uniforms, safari gear
+- **Props:** 1-2 genre-appropriate signature items (≤2 total) with thematic coherence
+- **Coherence filter:** All elements must match specific film genre; fallback = clean character presentation
+
+**GENRE-SPECIFIC PROP POOLS:**
+
+```yaml
+sci_fi_adventure: [ray_gun, spacecraft, time_device, alien_artifact, futuristic_gadget]
+fantasy_adventure: [enchanted_sword, magic_wand, crystal_orb, ancient_scroll, mystical_amulet] 
+action_adventure: [whip, fedora, treasure_map, rope, expedition_gear]
+space_opera: [lightsaber, blaster, hologram_projector, spacecraft, alien_technology]
+comedy_adventure: [everyday_objects_as_props, civilian_items, mundane_equipment]
+horror_thriller: [scientific_equipment, survival_gear, communication_device, weapons]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "photographic realism"
+- "digital painting smoothness", "modern gradient effects", "harsh artificial lighting"
+- "geometric perfection", "clinical cleanliness", "flat color application"
+
+**Canvas Positives (≥2):**
+
+- "exactly 2:3 movie poster ratio", "recomposed for theatrical format"
+- "gesso texture foundation with 2-3mm tooth", "airbrush gradient base with colored pencil highlights"
+- "warm amber atmospheric backgrounds", "organic spatter texture patterns"
+- "1980s offset printing characteristics with halftone dots"
+
+**Vocabulary warnings:** Avoid "ornate," "elaborate" for background elements. Avoid "harsh," "clinical," "digital" for technique descriptions.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**2:3 POSTER-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **Vertical emphasis:** Character portraits dominate upper 60% of canvas
+- **Hierarchical staging:** Main character 35-45% canvas height, supporting characters 20-30%, action scenes 25-35% background integration
+- **Atmospheric depth:** 4-layer background system - deep space/sky (back), atmospheric glow (mid-back), action scene integration (mid-front), character portraits (front)
+
+**STRUZAN-SPECIFIC COMPOSITION:**
+
+- **Montage perspective:** Multiple character portraits at varying scales arranged in triangular composition
+- **Atmospheric integration:** Seamless blending between character edges and background using 10-15mm airbrush transitions
+- **Warm gradient logic:** Center-bright (amber/orange) radiating to edge-dark (blue/purple) with 60-70% warm tone coverage
+- **Action scene overlay:** Dramatic moment from story integrated at 40% transparency behind character portraits
+- **Organic texture distribution:** Spatter patterns concentrated in atmospheric areas, avoided in character faces
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Gessoed illustration board with organic texture suitable for mixed-media layering
+- **Frame/Band Anchor:** Omit entirely - integrate typography organically into atmospheric backgrounds
+- **Production Context Anchor:** 1980s-1990s offset poster printing with halftone patterns and registration tolerance
+- **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 theatrical poster format with lobby viewing distance optimization
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow (essential for movie poster format)
+
+**Typography specifications:**
+
+- **2:3 Poster Layout:** Title positioned lower third, 15-20% canvas height, with atmospheric background integration
+- **Copy limits:** Movie title + 3-4 key credits maximum, positioned for 2:3 ratio readability
+- **Period-Appropriate Typography:** 1980s-1990s movie poster fonts with dimensional effects and edge lighting
+- **Font recommendation:** *Closest match: Cinzel (classical carved feel). Better: Trajan Pro or custom carved dimensional lettering.*
+- **Integration method:** Typography emerges from atmospheric backgrounds using airbrush glow effects and colored pencil edge highlights
+- **Production limitations:** Halftone dot patterns in solid color areas, slight registration drift in multi-color text effects
+- **Hierarchy:** Title dominates (15-20% canvas height), credits integrated subtly into lower atmospheric areas
+- **Viewing distance:** Typography sized for 10-foot theater lobby readability
+
+**Historical accuracy:** Typography rendered with period offset printing characteristics including halftone patterns and ±1mm registration tolerance.
+
+---
diff --git a/styles/movie_posters/frank_mccarthy_action_panorama.md b/styles/movie_posters/frank_mccarthy_action_panorama.md
new file mode 100644
index 0000000..74cc2bc
--- /dev/null
+++ b/styles/movie_posters/frank_mccarthy_action_panorama.md
@@ -0,0 +1,271 @@
+---
+id: frank_mccarthy_action_panorama
+group: "Movie Posters"
+movement: "Action Panorama Illustration"
+artist: "Frank McCarthy"
+display_name: "Frank McCarthy — Action Panorama"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "McCarthy's westerns and war epics filled the 2:3 one-sheet; the diagonal charge depends on that tall canvas."
+modes: ["Action Charge"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 8
+  layout_hint: "Kinetic diagonal cavalry or commandos sweep upward; smoke and debris trail along the base."
+  identity_priority: ["motion", "gesture", "atmosphere"]
+about: >
+  Frank McCarthy froze cavalry charges and spy chases mid-surge, layering oil splashes, flying debris, and motion blur. We retain his
+  dynamic diagonals and saturated battle lighting for new adventures.
+---
+
+# Frank McCarthy
+
+**Version:** 1.0
+ **Purpose:** Authentic reproduction of Frank C. McCarthy's commercial movie poster illustration technique (1948-1968) based on visual evidence analysis. Enforces his signature cinematic action, anatomical precision, and sharp-focus dramatic storytelling for Hollywood marketing.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always compose for cinematic aspect ratios (2:3 to 1:2 range) - ignore source image dimensions.
+- **Style over impressionism:** Crystal-clear detail and anatomical precision over atmospheric effects or soft focus.
+- **Technical Measurement Authority:** Quantitative specifications ("60-70% figure dominance", "sharp focus throughout", "specific time-of-day lighting") override descriptive language.
+- **Process-Over-Result Priority:** Oil on canvas with meticulous iterative revision supersedes quick digital rendering approaches.
+- **McCarthy-Specific Flags (choose one Face-Treatment):**
+  - *Core Technique:* `oil-sharp-focus`, `cinematic-poster-composition`, `anatomical-precision`, `dramatic-action-capture`
+  - *Character Rendering:* `gestural-fluid-poses`, `heroic-scale-figures`, `movie-star-heroic`, `action-sequence-freeze`
+  - *Background Treatment:* `environmental-drama`, `natural-lighting-logic`, `action-context`, `cinematic-staging`
+- **Pose Flags:** `gestural-fluid`, `dramatic-action`, `forward-momentum`, `heroic-stance`, `combat-sequence`
+- **Canvas Control Flag:** `strict-reframe` (cinematic movie poster ratios)
+- **Production Authenticity:** 1950s-1960s movie poster illustration with oil painting technique
+- **Material Physics Authority:** Oil paint texture with sharp focus for poster reproduction
+- **Scale-Dependent Technique:** Theater lobby viewing distance affects detail precision and poster impact
+- **Quantifiers authoritative:** All numeric specifications target exact poster composition requirements
+- **Text policy:** Always include typography - essential for movie poster marketing function
+- **Safety/IP:** No real actor likenesses; create original heroic character designs
+- **Age & wardrobe guardrail:** Adult presentation with period-appropriate action/adventure costume design
+- **Material authenticity:** Traditional oil painting technique adapted for poster reproduction - sharp focus, high contrast
+- **Period Production Authenticity:** 1950s-1960s movie poster printing with high-quality color reproduction
+- **Composition boundaries:** Typography integrated within dramatic composition as active design element
+- **Failure Mode Flags:** Avoid soft focus, avoid fine art gallery presentation, avoid static poses
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **cinematic movie poster ratio** (2:3 to 1:2 range) - ignore source image dimensions completely.
+- Redraw in **Frank McCarthy commercial movie poster illustration style** for **Hollywood marketing campaigns**.
+- Identity via dramatic action pose, heroic characterization, and cinematic staging rather than portrait likeness.
+- **IP Safeguard Declaration:** Create original heroic character designs suitable for movie marketing without real actor likenesses.
+- Declare **Face-Treatment Flag:** `oil-sharp-focus`
+- Declare **Pose Flag:** `gestural-fluid`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Commercial movie poster illustration with oil painting foundation over digital or photographic approaches.
+- **Mode Selector:** Cinematic action poster (dramatic storytelling for movie marketing).
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**COMMERCIAL MOVIE POSTER RATIOS (choose one):**
+
+- `2:3` (standard movie poster)
+- `3:4` (action poster format)
+- `1:2` (panoramic action sequence)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend dramatic action environment to fill movie poster format while preserving heroic figure positioning
+- **Spatial Allocation:**
+  - Action heroes: 60-70% canvas dominance with dynamic positioning
+  - Environmental drama: 30-40% providing action context and scale
+  - Typography integration: 15-25% embedded within composition flow
+  - Negative space: Minimal - optimized for poster marketing impact
+- **Background Treatment:** Sharp-focus environmental detail supporting action narrative with specific lighting
+- **Format Justification:** Cinematic ratios optimize dramatic storytelling for theater lobby display and newspaper advertising
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** N.C. Wyeth narrative drama, George Bridgeman anatomical precision, Reginald Marsh complex composition, cinematic storyboard design
+- **Medium/Production method:** Oil on canvas with meticulous iterative revision from abstract design concepts to final sharp-focus realism
+- **Thematic purpose:** Create "theatrical canvas" with "tremendous immediacy" placing viewer directly within historical action
+- **5 hallmark motifs with quantifications:**
+  1. **Man and horse in dynamic action:** Anatomically precise equine and human figures at 100% accuracy in extreme motion
+  2. **Crystal-clear environmental detail:** Sharp focus throughout 100% of composition with no atmospheric haze
+  3. **Specific time-of-day lighting:** Documented natural light conditions creating 70-80% contrast ratios
+  4. **Historical accuracy anchors:** Period-correct clothing, weaponry, equipment at museum documentation standards
+  5. **Cinematic narrative moment:** Single dramatic instant capturing story tension with reportorial immediacy
+- **Period framing:** Commercial era (1948-1968) high-budget Hollywood marketing OR Western fine art era (1974-2002) museum-quality oil painting
+- **Tone Tag:** Heroic action, historical authenticity, cinematic drama
+- **Production Era Authenticity:** Commercial = poster printing integration; Fine art = traditional oil painting techniques
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Oil Paint Texture Anchor:** Visible brushwork with sharp edge definition, no digital smoothing, authentic paint application throughout
+- **Sharp Focus Logic Anchor:** Crystal-clear detail across 100% of composition - no atmospheric perspective or soft focus effects
+- **Anatomical Precision Anchor:** George Bridgeman-level accuracy in human and animal anatomy, especially horse musculature and human proportions
+- **Natural Lighting Documentation Anchor:** Specific time-of-day illumination with 70-80% contrast ratios and directional shadow consistency
+- **Cinematic Composition Anchor:** Wide-format staging with 60-70% figure dominance and dramatic perspective angles
+- **Historical Accuracy Anchor:** Museum-standard period details in all clothing, weapons, equipment, and environmental elements
+- **Gestural Action Anchor:** All figures captured in peak dramatic moment with forward momentum and narrative tension
+- **Environmental Character Anchor:** Western landscapes or action settings rendered as active story participants with sharp detail
+- **Iterative Revision Anchor:** Multiple design stages from abstract concepts to final precise execution
+- **Reportorial Immediacy Anchor:** Composition creates "vacuum effect" placing viewer directly within scene action
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**PERIOD-SPECIFIC THEMATIC COHERENCE:**
+
+```yaml
+commercial_war_action:
+  props: [military_weapons, combat_equipment, vehicles, maps, communication_gear]
+  wardrobe: [military_uniforms, combat_gear, period_civilian_clothing, resistance_attire]
+  poses: [combat_action, heroic_advance, strategic_planning, escape_sequence]
+  environments: [battlefields, prisons, mountain_terrain, enemy_facilities]
+  color_dominance: [military_greens, earth_browns, explosive_oranges, sky_blues]
+
+commercial_adventure:
+  props: [period_weapons, exploration_gear, treasure_maps, ancient_artifacts, survival_equipment]
+  wardrobe: [adventure_clothing, period_costumes, practical_gear, exotic_dress]
+  poses: [daring_action, heroic_rescue, exploration_advance, dramatic_escape]
+  environments: [exotic_locations, historical_settings, dangerous_terrain, ancient_sites]
+  color_dominance: [adventure_golds, earth_tones, danger_reds, exotic_blues]
+
+western_fine_art:
+  props: [period_firearms, horse_tack, Native_American_artifacts, frontier_equipment, natural_elements]
+  wardrobe: [authentic_western_wear, Native_American_dress, cavalry_uniforms, frontier_clothing]
+  poses: [mounted_action, hunting_scenes, tribal_ceremonies, frontier_life, cavalry_charges]
+  environments: [southwestern_desert, prairie_grassland, rocky_terrain, mountain_ranges]
+  color_dominance: [desert_golds, prairie_browns, sky_blues, sunset_oranges]
+
+biblical_epic:
+  props: [ancient_weapons, religious_artifacts, period_tools, architectural_elements, natural_symbols]
+  wardrobe: [biblical_robes, ancient_armor, ceremonial_dress, period_clothing]
+  poses: [prophetic_gestures, epic_scale_action, religious_ceremony, dramatic_revelation]
+  environments: [desert_landscapes, ancient_architecture, mountainous_terrain, holy_sites]
+  color_dominance: [sacred_golds, earth_browns, heavenly_blues, divine_whites]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "soft atmospheric focus"
+- "impressionistic effects", "modern digital smoothing", "static formal poses"
+- "anachronistic elements", "vague historical details", "passive compositions"
+
+**Canvas Positives (≥2):**
+
+- "exactly cinematic ratio recomposition", "sharp focus throughout 100% of canvas"
+- "oil paint texture with visible brushwork", "anatomical precision at museum standards"
+- "dramatic action poses with forward momentum", "specific time-of-day natural lighting"
+- "historical accuracy in all period elements", "reportorial immediacy composition"
+
+**Vocabulary warnings:** Avoid "atmospheric," "impressionistic," "soft focus" for technique. Avoid "static," "formal," "decorative" for pose descriptions.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**CINEMATIC RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **Wide format emphasis:** Dramatic action optimized for 2:3 to 1:2 aspect ratios with cinematic staging
+- **Environmental integration:** Western landscapes or period settings occupying 30-40% as active narrative participants
+- **Figure dominance:** Action characters commanding 60-70% with heroic scale and dynamic positioning
+
+**MCCARTHY-SPECIFIC COMPOSITION:**
+
+- **Gestural action fluidity:** All figures captured in peak dramatic movement with anatomical precision
+- **Crystal clarity staging:** Sharp focus across entire composition creating "vacuum effect" with no atmospheric interference
+- **Natural lighting logic:** Documented time-of-day illumination with consistent directional shadows and 70-80% contrast
+- **Cinematic framing regime:** Linear perspective with reportorial immediacy placing viewer within action
+- **Historical environmental character:** Period-accurate settings serving as dramatic stage with sharp detail
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Traditional oil on canvas with visible brushwork texture suitable for museum display
+- **Frame/Band Anchor:** Commercial period = typography integration; Fine art period = omit entirely
+- **Production Context Anchor:** Commercial = poster printing compatibility; Fine art = gallery presentation standards
+- **Ratio Enforcement Anchor:** All elements composed specifically for chosen cinematic format with optimal dramatic impact
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**PERIOD-SPECIFIC BINARY SELECTION:**
+
+**Commercial Illustration Period (1948-1968): ALLOW**
+
+- **Cinematic Poster Layout:** Typography integrated dynamically within action composition, not static overlay
+- **Copy limits:** Movie title + star billing + studio credits, positioned for cinematic ratio optimization
+- **Period-Appropriate Typography:** 1950s-1960s movie poster fonts with dimensional effects and dramatic integration
+- **Font recommendation:** *Bold display fonts with cinematic presence. Digital approximation: Bebas Neue, Impact, or Univers as starting points requiring customization for period authenticity.*
+- **Integration method:** Typography works with composition flow, often integrated into environmental elements or dramatic lighting
+- **Production standards:** High-quality poster printing with crisp typography and color reproduction
+- **Viewing distance:** Theater lobby and newspaper advertisement readability optimization
+
+**Western Fine Art Period (1974-2002): OMIT**
+
+- **Pure pictorial narrative:** No typography, lettering, logos, or graphic design elements permitted
+- **Museum presentation:** Canvas displays narrative through visual composition only
+- **Gallery standards:** Traditional fine art presentation without commercial text elements
+- **Collector focus:** Oil paintings valued as original artwork without poster marketing function
+
+**Historical accuracy:** Typography (when used) must match commercial poster standards of the specific time period with authentic printing methods and dimensional lettering effects.
+
+------
+
+## Critical Visual Evidence Findings
+
+**Two-Period Framework Necessity:** Based on documented career transition and visual evidence analysis, McCarthy's work requires dual-period framework recognition:
+
+**Commercial Illustration (1948-1968):**
+
+- 90% use wide cinematic ratios for dramatic action sequences
+- Typography integration essential for poster marketing function
+- Sharp-focus technique with high contrast lighting
+- Action-oriented poses with forward momentum in 80% of examples
+
+**Western Fine Art (1974-2002):**
+
+- Pure pictorial narrative without text elements
+- Museum-quality oil painting technique with visible brushwork
+- Historical accuracy in Western subjects (Plains Indians, mountain men, cavalry, cowboys)
+- Environmental settings as active narrative participants
+
+**Technical Consistency Across Periods:**
+
+- Crystal-clear detail throughout 100% of compositions
+- Anatomical precision based on academic training
+- Natural lighting documentation with specific time-of-day effects
+- Cinematic composition influence from commercial background
+- Oil paint application with authentic texture and brushwork
+
+**Narrative Structure Evidence:**
+
+- Every composition captures pivotal dramatic moment
+- No static poses - all figures engaged in narrative action
+- Reportorial immediacy placing viewer within scene
+- Environmental elements serve as active story participants
+
+---
diff --git a/styles/movie_posters/hans_hillmann_modernist_collage.md b/styles/movie_posters/hans_hillmann_modernist_collage.md
new file mode 100644
index 0000000..2439ff7
--- /dev/null
+++ b/styles/movie_posters/hans_hillmann_modernist_collage.md
@@ -0,0 +1,288 @@
+---
+id: hans_hillmann_modernist_collage
+group: "Movie Posters"
+movement: "European Modernist Poster"
+artist: "Hans Hillmann"
+display_name: "Hans Hillmann — Modernist Collage"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Hillmann's Der Spiegel film posters were printed on 2:3 sheets; the collage geometry depends on that proportion."
+modes: ["Graphic Collage"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "Photographic cut-outs, type blocks, and color fields balance in asymmetric 2:3 grids."
+  identity_priority: ["concept", "collage", "typography"]
+about: >
+  Hans Hillmann merged photo collage, hand lettering, and color blocking for Germany's postwar cinema posters. We sustain that
+  modernist tension while designing wholly new film concepts.
+---
+
+# Hans Hillmann
+
+**Version:** 4.2
+ **Purpose:** Authentic reproduction of Hans Hillmann's 1955-1975 modern German film poster aesthetic with conceptual minimalism, intellectual rigor, and post-war modernist design principles.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Conceptual metaphor and intellectual challenge over literal representation.
+- **Technical Measurement Authority:** Quantitative specifications ("40-60% figure occupation", "offset lithography precision") override descriptive language ("enigmatic", "sparse").
+- **Process-Over-Result Priority:** 1950s-1970s offset lithography production methods supersede digital perfection.
+- **Intellectual Rigor Authority:** Conceptual depth and psychological metaphor supersede conventional poster marketing.
+- **Modernist Minimalism Authority:** Post-war German design principles override maximalist commercial trends.
+
+**Face-Treatment Flags (mandatory selection):**
+
+- `psychological-fragmented`: Obscured, fragmented, or abstracted human forms serving conceptual rather than literal purpose
+- `offset-precision`: Clean offset lithography reproduction with hard edges and flat color planes
+- `photographic-manipulation`: Use of negatives, torn photographs, and collage techniques
+
+**Pose Flags (mandatory selection):**
+
+- `conceptual-symbolic`: Figures as psychological metaphors rather than literal character representation
+- `fragmented-identity`: Human forms deliberately obscured or partially concealed
+- `disembodied-gesture`: Isolated hands, partial figures serving narrative symbolism
+
+**Canvas Control Flags (mandatory selection):**
+
+- `strict-reframe`: German film poster format proportions (portrait orientation)
+- `engineered-composition`: Rigorously structured modernist layout principles
+
+**Production Authenticity Flags (mandatory selection):**
+
+- `offset-lithography-1950s-70s`: Mid-century commercial printing with characteristic material properties
+- `poster-paper-matte`: Non-glossy, absorbent surface typical of period film advertising
+- `german-modernist-precision`: Post-war design aesthetic with intellectual sophistication
+
+**Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences. **Scale-Dependent Technique:** Viewing distance requirements affect symbolic clarity and typographic hierarchy. **Cultural Production Authenticity:** Post-war German modernist methods take precedence over contemporary interpretations. **Quantifiers authoritative:** numeric anchors are targets. **Text policy:** Only render text if Section 8 authorizes. **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral. **Gender expression:** Respect presented. **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics. **Period Production Authenticity:** For 1950s-1970s poster styles, use period-appropriate printing methods, paper quality, and color registration limitations. **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits. **Failure Mode Flags:** Avoid maximalist compositions, literal film representations, conventional genre tropes, sentimental beauty. **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **German film poster portrait ratio** - ignore source image dimensions completely.
+- Redraw in **Hans Hillmann's 1955-1975 Modern German Film Poster Style** for **cinema advertising format**.
+- Identity via conceptual metaphor, psychological symbolism, intellectual enigma rather than literal character depiction.
+- **IP Safeguard Declaration:** Create original conceptual designs avoiding copyrighted elements, focusing on symbolic and metaphorical representation.
+- **Face-Treatment Flag:** `psychological-fragmented` + `offset-precision`
+- **Pose Flag:** `conceptual-symbolic`
+- **Canvas Control Flag:** `strict-reframe`
+- **Production Flag:** `offset-lithography-1950s-70s`
+- **Style Dominance:** Intellectual modernist design over conventional commercial poster marketing.
+- **Mode Selector:** Art house cinema poster.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** German film poster standard (portrait orientation)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend minimalist background elements to fill exact poster proportions
+- **Spatial Allocation:** Primary conceptual element 40-60% canvas, positioned for maximum psychological impact
+- **Background Treatment:** Flat color fields or carefully controlled negative space serving compositional structure
+- **Format Justification:** Portrait orientation optimizes cinema lobby display and intellectual hierarchy
+
+**HILLMANN-SPECIFIC SPATIAL LOGIC:**
+
+- Conceptual element dominance: 40-60% canvas occupation with deliberate symbolic positioning
+- Negative space utilization: 40-60% empty areas as active compositional agents
+- Psychological tension: Spatial arrangement creating intellectual curiosity and interpretive challenge
+- Modernist grid: Underlying structural organization following post-war German design principles
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Post-war German modernism, Bauhaus design principles, New Objectivity movement, Hans Leistikow mentorship, Neue Filmkunst creative freedom
+- **Medium/Production method:** Hybrid approach combining traditional illustration, watercolor techniques, photographic manipulation, and collage reproduced via offset lithography on standard poster paper
+- **Thematic purpose:** Create intellectually challenging visual metaphors that provoke curiosity and interpretation rather than literal film promotion
+- **Hallmark motifs with specifications:**
+  1. **Obscured/fragmented figures:** Human forms hidden behind torn photographs, concealed with symbolic elements, or reduced to essential gestures creating "broken psyche" representation
+  2. **Symbolic disembodied hands:** Isolated hands serving narrative and psychological functions, often reversing or subverting expected actions
+  3. **Engineered typographic forms:** Typography as primary structural element, text functioning as architecture and concept rather than mere information
+  4. **Stark color limitation:** Monochromatic schemes (black/white/single accent) or extremely limited palettes serving psychological rather than decorative purpose, avoiding contemporary multi-color vibrancy
+  5. **Flattened graphic space:** Two-dimensional compositional approach rejecting realistic perspective in favor of symbolic arrangement
+- **Period framing:** 1955-1975 post-war West German cultural reconstruction era
+- **Tone Tag:** Intellectually rigorous, psychologically challenging, modernist sophistication
+- **Production Era Authenticity:** Mid-century offset lithography with period-appropriate color registration and paper absorption characteristics
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**OFFSET LITHOGRAPHY ANCHORS:**
+
+- **Edge quality:** Extremely precise, hard edges characteristic of mid-century commercial printing
+- **Color application:** Flat, unmodulated planes with distinct color separations, no modern CMYK patterns
+- **Surface interaction:** Subtle ink absorption into poster paper creating softer edge quality than digital printing
+- **Registration precision:** Minor color registration drift possible, characteristic of period printing technology
+- **Material integration:** Typography and imagery printed via same process, ensuring cohesive material quality
+
+**CONCEPTUAL DESIGN ANCHORS:**
+
+- **Symbolic fragmentation:** Primary figures deliberately obscured, partially concealed, or abstracted into metaphorical elements
+- **Photographic manipulation:** Integration of photographic negatives, torn imagery, and collage techniques
+- **TYPOGRAPHIC ARCHITECTURE ANCHOR:** Typography functioning as primary structural element occupying 15-25% canvas area maximum, never exceeding conceptual element dominance
+- **Psychological perspective:** Non-realistic spatial arrangement reflecting emotional/conceptual rather than physical reality
+
+**SCALE HIERARCHY ANCHOR:** Primary conceptual element 40-60% canvas occupation, typography 15-25% as architectural element, background serving structural rather than decorative function
+
+**MATERIAL AUTHENTICITY ANCHOR:** Mid-century offset lithography characteristics - flat color separations, subtle ink absorption, period-appropriate registration quality
+
+**PERIOD CONSISTENCY ANCHOR:** 1955-1975 German modernist design principles, post-war cultural reconstruction aesthetic, Neue Filmkunst distribution standards
+
+**CANVAS ADAPTATION ANCHOR:** Composition engineered specifically for German film poster format with intellectual hierarchy optimization
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**CONCEPTUAL SYMBOLISM PRIORITY:**
+
+- Focus on symbolic representation rather than literal costume accuracy
+- Human elements serve psychological narrative function
+- Props and clothing as metaphorical rather than realistic elements
+
+**GENRE-SPECIFIC CONCEPTUAL COHERENCE:**
+
+```yaml
+art_house_psychological:
+  symbols: [fragmented_faces, torn_photographs, symbolic_hands, abstract_gestures]
+  treatments: [photographic_negatives, collage_fragments, shadow_silhouettes, conceptual_obscuration]
+  typography: [architectural_text_blocks, engineered_letterforms, structural_hierarchy]
+  color_dominance: [stark_monochrome_90%, single_strategic_accent_10%]
+
+crime_thriller_metaphorical:
+  symbols: [disembodied_hands, broken_identities, symbolic_weapons, psychological_fragments]
+  treatments: [high_contrast_shadows, mysterious_concealment, symbolic_reversal, narrative_subversion]
+  typography: [bold_geometric_sans, integrated_text_architecture, modernist_hierarchy]
+  color_dominance: [black_white_base_85%, psychological_accent_15%]
+
+international_cinema_universal:
+  symbols: [universal_gestures, cultural_translation_symbols, human_condition_metaphors]
+  treatments: [simplified_graphic_forms, essential_symbolic_elements, cross_cultural_clarity]
+  typography: [clean_modernist_sans, geometric_precision, international_legibility]
+  color_dominance: [limited_monochrome_80%, cultural_significance_color_20%]
+
+intellectual_art_film:
+  symbols: [philosophical_abstractions, existential_metaphors, psychological_landscapes]
+  treatments: [extreme_minimalism, conceptual_challenge, interpretive_openness]
+  typography: [typography_as_primary_image, text_architectural_dominance, modernist_precision]
+  color_dominance: [severe_monochrome_95%, minimal_accent_5%]
+```
+
+**COHERENCE FILTER:** All elements support single conceptual metaphor with intellectual challenge; fallback = pure symbolic abstraction
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (≥2):**
+
+- "maximalist compositions", "multiple competing focal points", "conventional genre tropes", "floating heads arrangements"
+- "literal scene representations", "plot spoiler depictions", "straightforward character portraits", "action sequence illustrations"
+- "contemporary pop art aesthetics", "Roy Lichtenstein color blocking", "modern graphic design trends", "commercial color combinations"
+- "multi-color vibrancy", "saturated color schemes", "decorative color palettes", "contemporary design conventions"
+- "digital effects", "modern gradients", "software textures", "contemporary photo manipulation"
+- "sentimental beauty", "conventional attractiveness", "commercial prettiness", "decorative elements"
+- "source image dimensions", "original aspect ratio", "realistic perspective illusion"
+
+**CANVAS POSITIVES (≥2):**
+
+- "exactly German film poster portrait ratio", "recomposed for cinema display format"
+- "40-60% conceptual element occupation", "deliberate negative space utilization"
+- "offset lithography hard edges", "flat color plane precision", "mid-century printing authenticity"
+- "stark monochromatic schemes", "single strategic accent color maximum", "severe color limitation"
+- "1950s-1970s German aesthetic", "post-war modernist restraint", "intellectual color discipline"
+- "psychological fragmentation", "intellectual challenge", "symbolic metaphor over literal representation"
+- "engineered typographic architecture", "modernist structural principles", "post-war German design aesthetics"
+
+**VOCABULARY WARNINGS:**
+
+- Avoid "pretty," "beautiful," "attractive" - use "intellectually rigorous," "psychologically challenging," "conceptually demanding"
+- Avoid "realistic," "literal," "straightforward" - use "symbolic," "metaphorical," "enigmatic"
+- Avoid "decorative," "ornamental," "embellished" - use "essential," "structural," "minimal"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (German Portrait Format):**
+
+- **Vertical emphasis:** Conceptual element dominance with psychological spatial tension
+- **Subject allocation:** Primary symbolic motif 40-60% canvas, positioned for maximum interpretive challenge
+- **Hierarchical staging:** Concept > typography > background structure
+
+**HILLMANN-SPECIFIC COMPOSITION ANCHORS:**
+
+- **Perspective regime:** Flattened 2D graphic space rejecting realistic depth illusion in favor of symbolic arrangement
+- **Figure-ground relationship:** 50% conceptual element, 50% active negative space creating psychological tension
+- **Density specification:** Extreme minimalism with single powerful idea and strategic emptiness
+- **Lighting logic:** Conceptual rather than realistic lighting serving psychological narrative
+- **Detail hierarchy:** Maximum precision on central metaphor, structural minimalism for supporting elements
+
+**BACKGROUND TREATMENT:**
+
+- **Surface Context:** Flat color fields or carefully controlled negative space serving compositional architecture
+- **Integration method:** Backgrounds as active structural elements rather than passive settings
+- **Symbolic function:** Environmental elements serving metaphorical rather than literal narrative purpose
+- **Color relationships:** Background colors supporting conceptual theme through psychological association
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Mid-century poster paper simulation with matte finish and period absorption characteristics
+- **Frame Policy:** No decorative frames - clean modernist edge-to-edge composition
+- **Production Context Anchor:** 1955-1975 offset lithography with German commercial printing standards
+- **Ratio Enforcement Anchor:** All elements engineered specifically for German film poster format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY DECISION:** Typography essential as architectural structural element
+
+**IF TYPOGRAPHY ALLOWED:**
+
+- **Ratio-Appropriate Zones:** Typography integrated as primary compositional architecture, not information overlay
+- **Copy limits:** Film title + essential credits with modernist hierarchy
+- **Period-Appropriate Typography:** Clean geometric sans-serif fonts reflecting German modernist design principles
+
+**HILLMANN-SPECIFIC TYPOGRAPHY:**
+
+**Primary Font Recommendations:**
+
+- **Architectural text:** Clean geometric sans-serif with structural precision. Closest Google Font: Work Sans (modernist geometry, 80% match). Better: Helvetica or Univers with engineered spacing
+- **Title typography:** Bold geometric forms functioning as compositional elements. Closest Google Font: Montserrat (geometric structure, 75% match). Better: Futura or Akzidenz-Grotesk
+- **Credit hierarchy:** Structured modernist sans-serif with German design precision. Closest Google Font: Source Sans Pro (utilitarian clarity, 85% match). Better: DIN or similar technical sans-serif
+
+**TYPOGRAPHY INTEGRATION RULES:**
+
+- **Architectural function:** Typography as primary visual element occupying 15-25% canvas area
+- **Structural hierarchy:** Text elements serving compositional organization rather than mere information delivery
+- **Modernist precision:** Clean geometric letterforms with engineered spacing and alignment
+- **Conceptual integration:** Typography supporting rather than competing with central metaphorical concept
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with offset lithography precision - hard edges, flat color application, period-appropriate registration characteristics
+
+**FORMAT-SPECIFIC RULES:**
+
+- **Art house cinema mode:** Typography as intellectual architectural element supporting conceptual challenge
+- **German design tradition:** Modernist principles with post-war reconstruction aesthetic sophistication
+- **International distribution:** Clean geometric forms maintaining legibility across cultural contexts
diff --git a/styles/movie_posters/john_alvin_cinematic_glow_poster.md b/styles/movie_posters/john_alvin_cinematic_glow_poster.md
new file mode 100644
index 0000000..031abc0
--- /dev/null
+++ b/styles/movie_posters/john_alvin_cinematic_glow_poster.md
@@ -0,0 +1,245 @@
+---
+id: john_alvin_cinematic_glow_poster
+group: "Movie Posters"
+movement: "Atmospheric Glow One-Sheet"
+artist: "John Alvin"
+display_name: "John Alvin — Cinematic Glow"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Alvin composed every theatrical sheet on 27x40 canvases; the glow gradients depend on that 2:3 proportion."
+modes: ["Atmospheric Glow"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "Central figure or symbol rises from a luminous mist; supporting silhouettes fade into the gradient."
+  identity_priority: ["silhouette", "light", "gesture"]
+about: >
+  John Alvin stacked airbrushed gradients, soft rim light, and cinematic silhouettes to promise wonder in the lobby. We sustain his
+  ethereal glow and theatrical atmosphere without borrowing franchise logos or actor likenesses.
+---
+
+# John Alvin
+
+**Version:** 1.0
+ **Purpose:** Authentic reproduction of John Alvin's "Alvinesque" cinematic poster illustration technique based on visual evidence analysis of 10 canonical examples (1974-2008 period). Enforces his signature symbolic minimalism, "thick light" atmospheric effects, and analog mixed-media process.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always compose for `2:3` aspect ratio (standard movie poster format) - ignore source image dimensions.
+- **Style over complexity:** Single powerful symbolic concept over character montages or busy compositions.
+- **Technical Measurement Authority:** Quantitative specifications ("6-inch airbrush distance", "80% atmospheric coverage", "15-degree light beam angles") override descriptive language.
+- **Process-Over-Result Priority:** Analog mixed-media sequence (illustration board → pencil → airbrush acrylic → frisket masking → colored pencil details) supersedes visual appearance descriptions.
+- **Alvin-Specific Flags (choose one Face-Treatment):**
+  - *Core Technique:* `airbrush-thick-light`, `frisket-hard-edges`, `symbolic-minimalism`, `mystical-atmosphere`
+  - *Character Rendering:* `silhouette-emphasis`, `rim-backlighting`, `emotional-gesture`, `minimal-facial-detail`
+  - *Background Treatment:* `volumetric-lighting`, `atmospheric-gradients`, `single-concept-focus`, `analog-texture-preservation`
+- **Pose Flags:** `contemplative-silhouette`, `symbolic-gesture`, `romantic-embrace`, `mystical-reaching`, `vulnerable-isolation`
+- **Canvas Control Flag:** `strict-reframe` (always 2:3 movie poster format)
+- **Production Authenticity:** 1980s-1990s analog illustration techniques with visible mixed-media characteristics
+- **Material Physics Authority:** Airbrush smoothness, frisket masking precision, illustration board texture
+- **Scale-Dependent Technique:** Theater lobby viewing distance affects atmospheric detail and symbolic clarity
+- **Quantifiers authoritative:** All numeric specifications are exact targets
+- **Text policy:** Only render text if Section 8 authorizes with period-appropriate movie poster typography
+- **Safety/IP:** No real actor likenesses; original symbolic character designs
+- **Age & wardrobe guardrail:** All characters adult presentation; timeless costume design
+- **Material authenticity:** Authentic airbrush gradients with analog mixed-media layering - no digital smoothing or modern post-processing
+- **Period Production Authenticity:** Pre-digital poster era with characteristic analog illustration imperfections and registration tolerance
+- **Composition boundaries:** No frames outside canvas; integrate typography organically into atmospheric lighting
+- **Failure Mode Flags:** Avoid digital painting smoothness, avoid photographic realism, avoid character montage complexity
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (movie poster format) - ignore source image dimensions completely.
+- Redraw in **John Alvin symbolic poster illustration style** for **theatrical one-sheet poster**.
+- Identity via symbolic gesture, atmospheric mood, and emotional resonance rather than facial detail.
+- **IP Safeguard Declaration:** Create original symbolic character designs avoiding real actor likenesses and trademarked elements.
+- Declare **Face-Treatment Flag:** `airbrush-thick-light`
+- Declare **Pose Flag:** `contemplative-silhouette`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Analog mixed-media illustration technique over digital or photographic approaches.
+- **Mode Selector:** Symbolic poster (single powerful concept with mystical atmosphere).
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (theatrical movie poster standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend atmospheric background to fill vertical poster format while preserving central symbolic image
+- **Spatial Allocation:**
+  - Central symbolic element: 40-60% of canvas area, positioned in golden ratio intersection
+  - Atmospheric background: 60-80% coverage with volumetric lighting effects
+  - Typography zone: Lower 20% with organic integration into atmospheric lighting
+  - Negative space: 30-40% to emphasize symbolic clarity
+- **Background Treatment:** Seamless airbrush gradient transition from mystical light source to deep atmospheric colors
+- **Format Justification:** 2:3 ratio optimizes symbolic impact and atmospheric depth for theater lobby viewing distance
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** N.C. Wyeth narrative illustration, Renaissance chiaroscuro, Spielberg cinematic lighting, classical symbolism
+- **Medium/Production method:** Mixed-media on illustration board - pencil foundation, airbrush acrylics, frisket masking, colored pencil details, pastel accents
+- **Thematic purpose:** Create "promise of great experience" through mystical atmosphere and emotional symbolism
+- **5 hallmark motifs with quantifications:**
+  1. **"Thick Light" volumetric effects:** 60-80% atmospheric coverage with visible light beams at 15-30 degree angles
+  2. **Single symbolic concept:** One powerful central image occupying 40-60% canvas area with metaphorical meaning
+  3. **Silhouette emphasis:** Character forms defined by rim lighting with 80-90% backlighting coverage
+  4. **Mystical atmosphere:** Unexplained light sources creating 70-80% warm/cool color temperature contrast
+  5. **Minimal facial detail:** Character identity through gesture and silhouette rather than photographic portraiture
+- **Period framing:** Golden age of analog movie poster illustration (1970s-1990s) before digital dominance
+- **Tone Tag:** Mystical wonder, emotional resonance, symbolic promise
+- **Production Era Authenticity:** Hand-painted analog techniques with characteristic airbrush smoothness and frisket precision
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Illustration Board Foundation Anchor:** 30x40 inch rigid multi-ply paper board providing smooth airbrush surface
+- **Airbrush Distance Anchor:** 6-inch spray distance for soft atmospheric gradients, 2-inch distance for fine detail work
+- **Frisket Masking Anchor:** Self-adhering plastic film creating sharp 90-degree edge transitions between atmospheric and detailed areas
+- **Thick Light Technique Anchor:** Overlapping airbrush passes building volumetric light effects with 70-80% atmospheric density
+- **Back-to-Front Painting Anchor:** Background atmospheric elements painted first, foreground details masked and added sequentially
+- **Symbolic Scale Hierarchy Anchor:** Central symbolic element 40-60% larger than supporting elements, positioned in golden ratio
+- **Warm/Cool Temperature Anchor:** 70-80% color temperature contrast between warm light sources and cool atmospheric backgrounds
+- **Analog Texture Preservation Anchor:** Visible mixed-media characteristics including airbrush overspray patterns and paper board texture
+- **Light Beam Geometry Anchor:** Volumetric light rays at 15-30 degree angles creating mystical atmosphere with measurable perspective
+- **Character Rim Lighting Anchor:** 80-90% backlighting coverage defining silhouettes with 2-3mm highlight edges
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:** Timeless symbolic costume design (adult presentation)
+
+- **Fabric behavior:** Flowing materials that catch rim lighting effectively - silk, cotton, leather with natural drape
+- **Color palette restrictions:** Muted earth tones, deep blues, warm golds - colors that respond well to atmospheric lighting
+- **Wardrobe variation required:** Cycle through symbolic archetypes - hero, mentor, innocent, mysterious figure
+- **Props:** 1-2 symbolic objects maximum with metaphorical significance to story theme
+- **Coherence filter:** All elements support mystical atmosphere and symbolic meaning; fallback = simple silhouette
+
+**GENRE-SPECIFIC PROP POOLS:**
+
+```yaml
+mystical_fantasy: [magical_lamp, enchanted_mirror, crystal_orb, ancient_book, glowing_artifact]
+romantic_adventure: [wedding_ring, love_letter, red_rose, music_box, vintage_photograph]
+family_adventure: [treasure_map, compass, family_heirloom, childhood_toy, protective_talisman]
+psychological_drama: [broken_mirror, old_photograph, symbolic_key, meaningful_object, memory_trigger]
+horror_thriller: [ominous_box, spider_web, mysterious_container, threatening_shadow, danger_symbol]
+sci_fi_drama: [touching_hands, light_source, communication_device, symbolic_connection, otherworldly_artifact]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "character montage complexity"
+- "digital painting smoothness", "photographic realism", "harsh artificial lighting"
+- "busy composition", "multiple focal points", "cluttered background elements"
+
+**Canvas Positives (≥2):**
+
+- "exactly 2:3 movie poster ratio", "recomposed for theatrical format"
+- "6-inch airbrush distance atmospheric gradients", "frisket-masked hard edge precision"
+- "thick light volumetric effects with 15-30 degree beam angles", "80-90% backlighting rim emphasis"
+- "analog mixed-media characteristics with visible texture preservation"
+
+**Vocabulary warnings:** Avoid "ornate," "complex," "busy" for compositions. Avoid "harsh," "clinical," "digital" for technique descriptions.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**2:3 POSTER-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **Vertical emphasis:** Single symbolic element dominance in upper 60% of canvas
+- **Atmospheric staging:** Volumetric lighting effects creating 60-80% background coverage with mystical depth
+- **Golden ratio positioning:** Central symbolic element positioned at mathematical intersection points
+
+**ALVIN-SPECIFIC COMPOSITION:**
+
+- **Single concept focus:** One powerful symbolic image avoiding character montage complexity
+- **Thick light integration:** Volumetric atmospheric effects with visible light beams creating mystical mood
+- **Warm/cool temperature zones:** 70-80% color temperature contrast between light sources and atmospheric backgrounds
+- **Silhouette emphasis:** Character forms defined by rim lighting rather than facial detail
+- **Atmospheric depth layers:** Background-to-foreground sequence with frisket-masked precision
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Illustration board with smooth airbrush-suitable texture providing analog characteristics
+- **Frame/Band Anchor:** Omit entirely - integrate typography organically into atmospheric lighting effects
+- **Production Context Anchor:** 1980s-1990s analog illustration methods with characteristic mixed-media imperfections
+- **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 theatrical poster format with lobby viewing optimization
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow (essential for movie poster format)
+
+**Typography specifications:**
+
+- **2:3 Poster Layout:** Title positioned in lower 20% atmospheric zone with organic light integration
+- **Copy limits:** Movie title + director credit maximum, integrated into mystical lighting effects
+- **Period-Appropriate Typography:** 1980s-1990s movie poster fonts with subtle dimensional effects
+- **Font recommendation:** *Closest match: Trajan Pro (classical carved feel). Better: Custom dimensional lettering with airbrush glow effects.*
+- **Integration method:** Typography emerges from atmospheric backgrounds using volumetric light effects and mystical glow
+- **Production limitations:** Analog illustration characteristics with hand-lettered dimensional quality
+- **Hierarchy:** Title emerges from atmospheric lighting (15-20% canvas height), credits integrated subtly
+- **Viewing distance:** Typography sized for 10-foot theater lobby readability with atmospheric enhancement
+
+**Historical accuracy:** Typography rendered with period analog illustration techniques including airbrush glow effects and dimensional hand-lettering characteristics.
+
+------
+
+## Critical Visual Evidence Findings
+
+**Composition Pattern Analysis:**
+
+- 80% feature single powerful central symbolic image (not character montages)
+- 60% avoid complex compositions, focusing on one metaphorical concept
+- 70% include ethereal lighting or atmospheric mystical effects
+- 90% use standard 2:3 movie poster aspect ratio
+
+**"Thick Light" Technical Analysis:**
+
+- Heavy volumetric lighting visible in 80% of examples
+- Light beam angles consistently 15-30 degrees creating perspective depth
+- 60% show visible god rays/atmospheric light beams
+- 70% use strong rim backlighting to define character silhouettes
+
+**Color Temperature Evidence:**
+
+- Consistent warm/cool contrasts in 90% of examples
+- Deep blue atmospheric backgrounds in 60% of posters
+- Golden warm accent lighting in 70% of examples
+- Limited monochromatic palettes focusing emotional mood
+
+**Analog Technique Markers:**
+
+- Smooth airbrush gradients throughout all atmospheric areas
+- Sharp frisket-masked edges contrasting with soft backgrounds
+- Visible mixed-media characteristics preserving analog texture
+- Single symbolic imagery avoiding digital montage complexity
+
+---
diff --git a/styles/movie_posters/philip_gips_minimalist_concept.md b/styles/movie_posters/philip_gips_minimalist_concept.md
new file mode 100644
index 0000000..ad74b54
--- /dev/null
+++ b/styles/movie_posters/philip_gips_minimalist_concept.md
@@ -0,0 +1,285 @@
+---
+id: philip_gips_minimalist_concept
+group: "Movie Posters"
+movement: "Minimalist Conceptual One-Sheet"
+artist: "Philip Gips"
+display_name: "Philip Gips — Minimalist Concept"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Gips built minimalist 27x40 posters; the 2:3 negative space is integral to the concept."
+modes: ["Minimal Concept"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: false
+about: >
+  Philip Gips pared film promotion to a single conceptual photograph or silhouette set against vast negative space. We keep that
+  restrained minimalism while inventing fresh metaphors and typography.
+---
+
+# Philip Gips
+
+**Version:** 4.2
+ **Purpose:** Authentic reproduction of Philip Gips's 1970s-80s conceptual minimalist movie poster aesthetic with psychological tension and modernist design principles.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Conceptual symbolism via isolated motifs rather than literal representation.
+- **Technical Measurement Authority:** Quantitative specifications ("75-85% negative space", "offset lithography precision") override descriptive language ("minimal", "clean").
+- **Process-Over-Result Priority:** 1970s offset lithography production methods supersede digital perfection.
+- **Conceptual Minimalism Authority:** Single symbolic concept supersedes narrative complexity.
+- **Psychological Tension Authority:** Suspense generation without plot revelation takes precedence over literal depiction.
+
+**Face-Treatment Flags (mandatory selection):**
+
+- `offset-dot`: Clean offset lithography reproduction with hard edges
+- `psychological-portrait`: Disembodied or partially obscured faces as mindscape elements
+- `photographic-precision`: Sharp photographic clarity without painterly effects
+
+**Pose Flags (mandatory selection):**
+
+- `conceptual-positioning`: Symbolic placement serving psychological rather than literal narrative
+- `isolated-vulnerability`: Subject positioning emphasizing solitude and tension
+- `atmospheric-integration`: Figures integrated as psychological landscape elements
+
+**Canvas Control Flags (mandatory selection):**
+
+- `strict-reframe`: Exact 27"x41" (1:1.52) portrait ratio enforcement
+- `negative-space-dominance`: 75-85% canvas devoted to empty space
+
+**Production Authenticity Flags (mandatory selection):**
+
+- `offset-lithography-1970s`: Flat color separations with hard edges, no CMYK rosettes
+- `thin-paper-stock`: Matte finish poster paper, folded shipping characteristics
+- `phototypesetting-precision`: Clean typography with spatial flexibility
+
+**Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences. **Scale-Dependent Technique:** Viewing distance requirements affect detail hierarchy and symbolic scale. **Cultural Production Authenticity:** Indigenous and traditional methods take precedence over modern interpretations. **Quantifiers authoritative:** numeric anchors are targets. **Text policy:** Only render text if Section 8 authorizes. **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral. **Gender expression:** Respect presented. **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics. **Period Production Authenticity:** For historical publication styles, use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection. **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits. **Failure Mode Flags:** Avoid narrative montages, literal plot depiction, ornate illustration, complex color palettes, visible halftone dots, newsprint texture, mechanical reproduction artifacts. **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **1:1.52 ratio (27"x41" movie poster standard)** - ignore source image dimensions completely.
+- Redraw in **Philip Gips's 1970s-80s Conceptual Minimalist Movie Poster Style** for **theatrical one-sheet format**.
+- Identity via isolated symbolic concept, psychological atmosphere, modernist minimalism.
+- **IP Safeguard Declaration:** Create original symbolic designs avoiding copyrighted elements, focusing on conceptual representation.
+- **Face-Treatment Flag:** `offset-dot` + `psychological-portrait`
+- **Pose Flag:** `conceptual-positioning`
+- **Canvas Control Flag:** `strict-reframe`
+- **Production Flag:** `offset-lithography-1970s`
+- **Style Dominance:** Conceptual minimalism with psychological tension over literal representation.
+- **Mode Selector:** Theatrical movie poster.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `1:1.52` (27"x41" theatrical one-sheet)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend atmospheric negative space to fill exact 1:1.52 ratio
+- **Spatial Allocation:** Central symbolic motif 10-20% canvas area, positioned for maximum psychological impact
+- **Background Treatment:** Vast fields of flat color or subtle atmospheric gradients
+- **Format Justification:** Portrait orientation maximizes psychological pressure and hierarchical text placement
+
+**GIPS-SPECIFIC SPATIAL LOGIC:**
+
+- Negative space dominance: 75-85% canvas area as active psychological element
+- Central motif isolation: 10-20% visual weight positioned for maximum tension
+- Figure-ground relationship: Stable ground overwhelming figure for dramatic imbalance
+- Psychological pressure: Empty space creates palpable sense of isolation and vulnerability
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Saul Bass conceptual minimalism, 1970s modernist graphic design, phototypesetting revolution, New Hollywood cinema aesthetics
+- **Medium/Production method:** Original photographic or illustrated elements reproduced via offset lithography on thin poster paper stock with characteristic hard edges and flat color reproduction
+- **Thematic purpose:** Heighten suspense without revealing plot points through conceptual symbolism and psychological atmosphere
+- **Hallmark motifs with specifications:**
+  1. **Isolated conceptual symbol:** Single potent motif (baby carriage, cracking egg, symbolic object) occupying ≤20% canvas area
+  2. **Looming psychological portrait:** Disembodied or partially obscured human face functioning as mindscape landscape
+  3. **Dominant negative space:** 75-85% empty space serving as active psychological agent creating tension and isolation
+  4. **Psychological color palettes:** Severely limited schemes - sickly greens, stark blacks, deep reds - applied as flat planes
+  5. **Hard-edged graphic precision:** Clean offset lithography reproduction with no painterly texture or digital effects
+- **Period framing:** Late 1960s through 1980s New Hollywood era
+- **Tone Tag:** Psychological tension, conceptual minimalism, sophisticated suspense
+- **Production Era Authenticity:** Offset lithography with phototypesetting flexibility, thin poster paper stock, pre-digital precision
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**OFFSET LITHOGRAPHY ANCHORS:**
+
+- **Edge quality:** Extremely precise, hard edges between color fields characteristic of high-quality offset printing
+- **Color application:** Flat, unmodulated planes with no texture, brushwork, or visible halftone patterns
+- **Surface finish:** Clean, slick appearance without visible dot patterns, newsprint texture, or low-quality reproduction artifacts
+- **Tonal gradation:** Smooth photographic transitions achieved through photographic film processes, not mechanical dot patterns
+- **Registration precision:** Perfect alignment of image and text elements typical of commercial offset lithography
+- **Color separation:** Distinct photographic color plates with continuous tone reproduction, no CMYK rosettes or visible dots
+
+**COMPOSITIONAL ANCHORS:**
+
+- **Negative space ratio:** 75-85% canvas devoted to empty space with flat color fields
+- **Central motif scale:** Primary symbolic element 10-20% canvas area for maximum psychological weight
+- **Isolation positioning:** Central subject positioned to amplify feelings of solitude and vulnerability
+- **Psychological perspective:** Non-realistic spatial arrangement reflecting emotional rather than physical reality
+
+**SCALE HIERARCHY ANCHOR:** Primary symbolic element dramatically isolated through scale contrast, secondary elements minimal or absent, atmosphere dominant over figure
+
+**MATERIAL AUTHENTICITY ANCHOR:** High-quality 1970s offset lithography characteristics - continuous tone photographic reproduction, smooth tonal gradations, hard edge precision, no visible halftone patterns or mechanical dots
+
+**PERIOD CONSISTENCY ANCHOR:** Phototypesetting typography, modernist design principles, New Hollywood era aesthetic requirements
+
+**CANVAS ADAPTATION ANCHOR:** Composition specifically designed for 1:1.52 theatrical poster format with psychological impact optimization
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**CONCEPTUAL SYMBOL PRIORITY:**
+
+- Primary focus on symbolic objects rather than character clothing
+- When figures present, minimal detail with psychological rather than realistic presentation
+- Props serve conceptual rather than literal narrative function
+
+**PSYCHOLOGICAL THRILLER COHERENCE:**
+
+```yaml
+psychological_horror:
+  symbols: [baby_carriage, shadowy_silhouettes, domestic_objects_threatening, medical_implements]
+  atmosphere: [sickly_green_fields, harsh_rocky_terrain, supernatural_glow, vulnerability_positioning]
+  typography: [ITC_avant_garde_gothic, clean_geometric_sans, psychological_taglines]
+  color_dominance: [sickly_greens_60%, deep_blacks_30%, minimal_accents_10%]
+
+sci_fi_thriller:
+  symbols: [cracking_eggs, otherworldly_forms, geometric_shapes, alien_artifacts]
+  atmosphere: [deep_space_blacks, eerie_green_glows, unknown_topography, isolation_vast]
+  typography: [futuristic_geometric_sans, spaced_lettering, tension_building_taglines]
+  color_dominance: [space_blacks_70%, eerie_greens_20%, white_highlights_10%]
+
+psychological_drama:
+  symbols: [fragmented_photographs, symbolic_objects, personal_items, relationship_artifacts]
+  atmosphere: [neutral_backgrounds, emotional_color_fields, intimate_scale, vulnerability]
+  typography: [sophisticated_serif_geometric, emotional_taglines, clean_hierarchy]
+  color_dominance: [monochromatic_base_80%, emotional_accent_20%]
+
+suspense_thriller:
+  symbols: [threatening_silhouettes, partial_faces, symbolic_weapons, tension_objects]
+  atmosphere: [dramatic_shadows, psychological_landscapes, threatening_empty_space]
+  typography: [bold_condensed_sans, urgent_taglines, high_contrast_text]
+  color_dominance: [stark_contrasts_70%, psychological_reds_20%, tension_highlights_10%]
+```
+
+**COHERENCE FILTER:** All elements support single conceptual idea with psychological tension; fallback = pure symbolic minimalism
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (≥2):**
+
+- "narrative montages", "multiple character portraits", "action sequences", "plot revelation"
+- "painterly textures", "digital effects", "gradient overlays", "complex color schemes"
+- "visible halftone dots", "newsprint texture", "low-quality reproduction artifacts", "mechanical dot patterns"
+- "CMYK rosette patterns", "screen printing textures", "benday dots", "comic book dot patterns"
+- "ornate illustration", "decorative elements", "literal depictions", "joyful palettes"
+- "source image dimensions", "original aspect ratio", "realistic spatial arrangement"
+
+**CANVAS POSITIVES (≥2):**
+
+- "exactly 1:1.52 theatrical poster ratio", "recomposed for 27x41 format"
+- "75-85% negative space dominance", "single conceptual motif isolation"
+- "high-quality offset lithography precision", "continuous tone photographic reproduction", "smooth tonal gradations"
+- "flat color plane precision", "hard-edged graphic separation", "no visible reproduction artifacts"
+- "phototypesetting typography separation", "conceptual symbolism over literal representation"
+
+**VOCABULARY WARNINGS:**
+
+- Avoid "ornate," "elaborate," "complex" - use "minimal," "conceptual," "isolated"
+- Avoid "realistic," "literal," "narrative" - use "symbolic," "psychological," "conceptual"
+- Avoid "warm," "joyful," "bright" - use "psychological," "tense," "atmospheric"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1.52 Portrait):**
+
+- **Vertical emphasis:** Central symbolic dominance with psychological pressure from negative space
+- **Subject isolation:** Primary motif positioned for maximum psychological impact
+- **Hierarchical staging:** Symbol > atmosphere > typography > credits
+
+**GIPS-SPECIFIC COMPOSITION ANCHORS:**
+
+- **Perspective regime:** Conceptual/psychological perspective over realistic spatial representation
+- **Figure-ground ratio:** 15% symbolic figure, 85% dominant ground creating dramatic tension
+- **Density specification:** Extreme minimalism with single focal element and vast empty space
+- **Lighting logic:** Psychological rather than realistic lighting serving emotional narrative
+- **Detail hierarchy:** Maximum precision on central symbol, atmospheric treatment for background
+
+**BACKGROUND TREATMENT:**
+
+- **Surface Context:** Abstract flat color fields or minimalist suggestive landscapes
+- **Integration method:** Seamless atmospheric treatment supporting psychological tone
+- **Scale relationships:** Background elements serving symbolic rather than literal function
+- **Color temperature:** Psychologically charged palettes supporting film's emotional core
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Thin poster paper stock simulation with matte finish and folding characteristics
+- **Frame Policy:** No decorative frames - clean edge-to-edge minimalist composition
+- **Production Context Anchor:** 1970s offset lithography with phototypesetting precision
+- **Ratio Enforcement Anchor:** All elements designed specifically for 1:1.52 theatrical poster format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY DECISION:** Allow typography as essential structural element
+
+**IF TYPOGRAPHY ALLOWED:**
+
+- **Ratio-Appropriate Zones:** Typography separated from imagery, positioned in negative space areas
+- **Copy limits:** Film title + tagline ≤8 words + standard credit hierarchy
+- **Period-Appropriate Typography:** ITC Avant Garde Gothic or similar 1970s geometric sans-serif fonts
+
+**GIPS-SPECIFIC TYPOGRAPHY:**
+
+**Primary Recommendations:**
+
+- **Title font:** ITC Avant Garde Gothic (Herb Lubalin/Tom Carnase, 1970). Closest Google Font: Futura (geometric sans-serif, 80% match). Better: Custom geometric sans with period precision
+- **Tagline font:** Clean geometric sans-serif with psychological impact. Closest Google Font: Helvetica (utilitarian clarity, 85% match). Better: Univers with tight spacing
+- **Credit block:** Standard hierarchical layout in lower portion, clean sans-serif presentation
+
+**TYPOGRAPHY INTEGRATION RULES:**
+
+- **Separation principle:** Typography exists within negative space, never overlapping central imagery
+- **Hierarchy clarity:** Film title most prominent, tagline secondary, credits tertiary
+- **Psychological taglines:** Short, provocative, memorable phrases supporting conceptual theme
+- **Spatial treatment:** Phototypesetting flexibility allowing dramatic spacing and positioning
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with offset lithography precision - sharp edges, flat color application, perfect registration
+
+**FORMAT-SPECIFIC RULES:**
+
+- **Movie poster mode:** Essential title/tagline/credits required for commercial authenticity
+- **Psychological impact:** Typography supports rather than competes with central symbolic concept
+- **Period accuracy:** Fonts and spacing authentic to 1970s phototypesetting capabilities
+
+---
diff --git a/styles/movie_posters/reynold_brown_realist_thriller.md b/styles/movie_posters/reynold_brown_realist_thriller.md
new file mode 100644
index 0000000..7a5184f
--- /dev/null
+++ b/styles/movie_posters/reynold_brown_realist_thriller.md
@@ -0,0 +1,290 @@
+---
+id: reynold_brown_realist_thriller
+group: "Movie Posters"
+movement: "Dramatic Realist One-Sheet"
+artist: "Reynold Brown"
+display_name: "Reynold Brown — Realist Thriller"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Brown's disaster and creature sheets were painted at 27x40; the 2:3 frame lets diagonals explode across the lobby."
+modes: ["Disaster Spectacle", "Creature Panic"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 5
+  layout_hint: "Heroic victims foreground, looming threat upper half, panic crowd bands along the base."
+  identity_priority: ["gesture", "threat", "dramatic-lighting"]
+about: >
+  Reynold Brown brought realist oil technique to 1950s-60s exploitation posters-screaming crowds, tilted horizons, and colossal
+  threats. This card keeps his cinematic draftsmanship while inventing new spectacle scenarios.
+---
+
+# Reynold Brown
+
+**Version:** 1.0
+ **Purpose:** Authentic reproduction of Reynold Brown's 1950s sensationalized movie poster illustration technique based on visual evidence analysis of 13 canonical examples (1951-1970 period). Enforces his signature "lurid gusto," forward-directed energy, and commercial lithographic production constraints.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always compose for standard movie poster formats (27x41 inches primary) - ignore source image dimensions.
+- **Style over subtlety:** Maximum emotional impact and theatrical exaggeration over nuanced or artistic restraint.
+- **Technical Measurement Authority:** Quantitative specifications ("70-80% figure dominance", "3-5x monster scale", "90%+ color saturation") override descriptive language.
+- **Process-Over-Result Priority:** Gouache on artist board → cheap lithographic reproduction sequence supersedes idealized digital rendering.
+- **Brown-Specific Flags (choose one Face-Treatment):**
+  - *Core Technique:* `gouache-broad-brush`, `lurid-color-bombardment`, `forward-thrust-energy`, `lithographic-reproduction`
+  - *Character Rendering:* `archetype-formula`, `explicit-emotionality`, `scale-hierarchy`, `theatrical-exaggeration`
+  - *Background Treatment:* `chaos-celebration`, `destruction-vignettes`, `visible-brushwork`, `commercial-showmanship`
+- **Pose Flags:** `aggressive-forward`, `protective-clinch`, `terrified-screaming`, `monster-menacing`, `romantic-embrace`
+- **Canvas Control Flag:** `strict-reframe` (standard movie poster dimensions)
+- **Production Authenticity:** 1950s-1960s cheap commercial lithography with visible halftone screens and registration drift
+- **Material Physics Authority:** Opaque gouache application with visible brush strokes, no airbrush smoothness
+- **Scale-Dependent Technique:** Drive-in theater and lobby viewing distance affects detail hierarchy and contrast requirements
+- **Quantifiers authoritative:** All numeric specifications are exact commercial targets
+- **Text policy:** Only render text if Section 8 authorizes with hand-drawn illustrative lettering
+- **Safety/IP:** No real actor likenesses; use archetypal character designs
+- **Age & wardrobe guardrail:** Adult presentation with period-appropriate sensational costume design
+- **Material authenticity:** Authentic gouache texture with commercial lithographic reproduction characteristics - no digital smoothing
+- **Period Production Authenticity:** Mass-market poster printing with characteristic imperfections and dot patterns
+- **Composition boundaries:** No frames outside canvas; integrate typography as active illustration elements
+- **Failure Mode Flags:** Avoid airbrush smoothness, avoid digital gradients, avoid subtle emotional restraint
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **27x41 inch ratio** (standard one-sheet format) - ignore source image dimensions completely.
+- Redraw in **Reynold Brown 1950s sensationalized poster illustration style** for **drive-in theater marketing**.
+- Identity via archetypal character formulas and maximum theatrical expression rather than realistic portraiture.
+- **IP Safeguard Declaration:** Create original archetypal character designs following Brown's commercial formulas without real actor likenesses.
+- Declare **Face-Treatment Flag:** `gouache-broad-brush`
+- Declare **Pose Flag:** `aggressive-forward`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Commercial gouache illustration with lithographic reproduction over fine art or digital approaches.
+- **Mode Selector:** Sensational poster (maximum emotional manipulation for ticket sales).
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `27:41` (standard movie one-sheet format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend chaos and destruction backgrounds to fill vertical poster format while preserving forward-thrusting elements
+- **Spatial Allocation:**
+  - Main figures: 70-80% canvas dominance with aggressive positioning
+  - Monsters/threats: 3-5x human scale, breaking picture plane boundaries
+  - Background chaos: 40-60% coverage with destruction vignettes
+  - Typography integration: 15-25% with dynamic overlapping placement
+- **Background Treatment:** Chaotic destruction scenes with visible brush stroke energy and high contrast
+- **Format Justification:** 27x41 ratio optimizes dramatic impact for drive-in theater visibility and lobby display
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Comic strip illustration, pulp paperback covers, commercial showmanship, Cold War anxiety exploitation
+- **Medium/Production method:** Gouache on artist board with broad brush application → cheap commercial lithography reproduction
+- **Thematic purpose:** Maximum commercial impact to "sell tickets" through sensational visual bombardment
+- **5 hallmark motifs with quantifications:**
+  1. **Forward-directed energy:** 60% of compositions show elements breaking picture plane toward viewer
+  2. **Archetypal character formulas:** Damsel (large lips, thin neck, high cheekbones, tattered dress), Monster (3-5x scale, tentacles/scales), Hero (square shoulders, protective stance)
+  3. **Lurid color saturation:** 90%+ intensity with reds, oranges, yellows, electric blues dominating palette
+  4. **Scale hierarchy enforcement:** Male heads 20-30% larger than female heads, monsters 3-5x human scale
+  5. **Chaos celebration:** 40-60% background coverage with destruction vignettes (falling buildings, fleeing crowds)
+- **Period framing:** Post-war drive-in theater era (1951-1970) competing with television for youth audiences
+- **Tone Tag:** Sensational terror, lurid excitement, commercial manipulation
+- **Production Era Authenticity:** Mass-market lithographic printing with characteristic halftone screens and registration imperfections
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Gouache Application Anchor:** Opaque watercolor with broad brush strokes, no airbrush smoothness, visible paint texture throughout
+- **Forward Thrust Geometry Anchor:** 30-45 degree angles for elements breaking picture plane, aggressive foreshortening with measured perspective
+- **Color Saturation Anchor:** 90%+ intensity compensation for lithographic dulling, maximum contrast between foreground and background
+- **Figure Dominance Anchor:** 70-80% canvas coverage by main characters, with monsters at 3-5x human scale measurements
+- **Brushwork Visibility Anchor:** All forms built with confident gouache strokes, no blended smoothness, energetic paint application
+- **Archetypal Scale Anchor:** Male heads 20-30% larger than female heads, monster elements 300-500% human proportions
+- **Lithographic Reproduction Anchor:** Visible halftone dot patterns, ±2mm color registration drift, commercial printing dulling
+- **Emotional Exaggeration Anchor:** All facial expressions at maximum theatrical intensity - terror, determination, passion unmistakable
+- **Chaos Integration Anchor:** 40-60% background destruction with falling buildings, fleeing crowds, explosive action
+- **Typography Interaction Anchor:** Hand-drawn lettering overlapping and embedded within illustration elements
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:** 1950s archetypal costume design (adult sensational presentation)
+
+- **Fabric behavior:** Tattered and revealing for damsels, practical and heroic for men, exotic and threatening for monsters
+- **Color palette restrictions:** High-contrast primaries and earth tones responding to lurid lighting effects
+- **Wardrobe variation required:** Cycle through period archetypes - scientist, damsel, hero, monster, authority figure
+- **Props:** 1-2 genre-specific objects maximum with clear threat/protection symbolism
+- **Coherence filter:** All elements support maximum dramatic impact and commercial appeal; fallback = clear archetypal presentation
+
+**GENRE-SPECIFIC THEMATIC COHERENCE POOLS:**
+
+```yaml
+sci_fi_horror:
+  props: [ray_gun, laboratory_equipment, alien_artifact, space_helmet, scientific_instrument]
+  wardrobe: [metallic_fabrics, laboratory_coats, space_suits, torn_civilian_clothes]
+  poses: [scientist_investigating, damsel_fleeing_monster, hero_shooting_ray_gun]
+  typography: [futuristic_block_letters, chrome_effects, technological_styling]
+  color_dominance: [electric_blues, acid_greens, metallic_silvers, warning_oranges]
+
+creature_feature:
+  props: [chains, cage, primitive_weapon, torn_clothing, research_notes]
+  wardrobe: [safari_gear, diving_suits, tropical_clothing, primitive_materials]
+  poses: [monster_carrying_damsel, hero_wrestling_creature, crowd_fleeing_terror]
+  typography: [dripping_horror_letters, claw_marks, organic_distortions]
+  color_dominance: [swamp_greens, blood_reds, murky_browns, danger_yellows]
+
+atomic_age:
+  props: [radiation_detector, atomic_symbol, laboratory_flask, protective_gear, warning_sign]
+  wardrobe: [radiation_suits, 1950s_civilian, scientist_coats, military_uniforms]
+  poses: [scientist_warning, family_threatened, authority_investigating]
+  typography: [atomic_age_modern, scientific_precision, government_warnings]
+  color_dominance: [radiation_yellows, atomic_oranges, clinical_whites, danger_reds]
+
+teenage_drama:
+  props: [hot_rod_car, leather_jacket, switchblade, lipstick, cigarette]
+  wardrobe: [leather_jackets, tight_sweaters, rolled_jeans, varsity_letters]
+  poses: [rebellious_stance, romantic_clinch, gang_confrontation, speed_driving]
+  typography: [rebellious_brush_strokes, casual_hand_lettering, youth_energy]
+  color_dominance: [hot_rod_reds, neon_pinks, street_blues, chrome_silvers]
+
+gothic_horror:
+  props: [coffin, skull, raven, ancient_book, candle]
+  wardrobe: [victorian_gowns, formal_suits, cloaks, period_costume]
+  poses: [dramatic_recoiling, protective_embrace, menacing_approach, ritualistic_gesture]
+  typography: [gothic_serifs, dripping_effects, ancient_carving, tombstone_lettering]
+  color_dominance: [cemetery_grays, blood_reds, midnight_blues, candlelight_yellows]
+
+monster_movie:
+  props: [torch, cross, silver_bullet, wooden_stake, holy_water]
+  wardrobe: [peasant_clothing, religious_robes, hunting_gear, period_dress]
+  poses: [vampire_attacking, mob_pursuing, religious_defending, monster_transforming]
+  typography: [classic_horror_dripping, supernatural_distortion, fear_induced_shaking]
+  color_dominance: [supernatural_purples, torch_oranges, moonlight_blues, evil_blacks]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "artistic subtlety"
+- "airbrush smoothness", "digital gradients", "emotional restraint"
+- "realistic proportions", "quiet compositions", "muted colors"
+
+**Canvas Positives (≥2):**
+
+- "exactly 27x41 movie poster ratio", "recomposed for drive-in theater format"
+- "gouache broad brush application with visible stroke texture", "90%+ color saturation compensation"
+- "aggressive forward-thrust energy breaking picture plane", "70-80% figure dominance with 3-5x monster scale"
+- "cheap lithographic reproduction with halftone dots and ±2mm registration drift"
+
+**Vocabulary warnings:** Avoid "subtle," "refined," "artistic" for approach. Avoid "smooth," "blended," "photographic" for technique descriptions.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**27x41 POSTER-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- **Vertical emphasis:** Main threat/action dominating upper 70% of canvas with forward thrust toward viewer
+- **Commercial staging:** Maximum visual impact optimized for drive-in theater visibility and lobby competition
+- **Archetypal positioning:** Clear character hierarchy with monsters looming over heroes protecting damsels
+
+**BROWN-SPECIFIC COMPOSITION:**
+
+- **Aggressive forward energy:** 60% of major elements breaking picture plane with measurable 30-45 degree thrust angles
+- **Figure-to-ground dominance:** 70-80% canvas coverage by main characters with clear commercial hierarchy
+- **Chaos background integration:** 40-60% destruction vignettes (falling buildings, fleeing crowds, explosive action)
+- **Scale exaggeration logic:** Monsters 3-5x human scale, male heads 20-30% larger than female heads
+- **Theatrical emotionality:** All expressions at maximum intensity - no ambiguous or subtle emotional states
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Artist board suitable for gouache application with commercial reproduction in mind
+- **Frame/Band Anchor:** Omit entirely - integrate typography as active illustration elements within composition
+- **Production Context Anchor:** 1950s-1960s cheap lithographic printing with characteristic mass-market imperfections
+- **Ratio Enforcement Anchor:** All elements composed specifically for 27x41 standard one-sheet format with drive-in viewing optimization
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow (essential for commercial movie poster function)
+
+**Typography specifications:**
+
+- **27x41 Poster Layout:** Hand-drawn title integrated dynamically within illustration, not static placement
+- **Copy limits:** Movie title + key star names + tagline maximum, all hand-rendered with genre-specific characteristics
+- **Period-Appropriate Typography:** 1950s custom illustrative lettering with dynamic distortions and genre-specific effects
+
+**Genre-Specific Font Treatments:**
+
+- **Gothic Horror/Creature Features:** Dripping, distressed lettering with angular serifs. *Digital approximation: Creepster or Chiller as starting point.*
+- **Sci-Fi/Atomic Age:** Futuristic block letters with technological effects, chrome-like rendering. *Digital approximation: Orbitron or Exo as starting point.*
+- **Teenage Drama/Crime:** Bold, rebellious hand-lettering with casual brush strokes. *Digital approximation: Bangers or Permanent Marker as starting point.*
+- **Romance/Melodrama:** Elegant script with flowing curves and dimensional shading. *Digital approximation: Dancing Script or Pacifico as starting point.*
+- **Action/Adventure:** Robust block letters with impact effects and dimensional depth. *Digital approximation: Impact or Bebas Neue as starting point.*
+- **Comedy/Satire:** Playful, irregular lettering with bouncy characteristics. *Digital approximation: Fredoka One or Bungee as starting point.*
+
+**All digital approximations require heavy customization with hand-drawn distortions, dimensional effects, and lithographic reproduction characteristics.**
+
+- **Integration method:** Typography overlaps figures, recedes into backgrounds, looms in foregrounds as active compositional elements
+- **Production limitations:** Hand-lettered characteristics with lithographic reproduction imperfections and registration drift
+- **Viewing distance:** Typography sized for drive-in theater screen visibility and lobby impact
+
+**Historical accuracy:** Typography rendered with period hand-lettering techniques showing commercial lithographic reproduction characteristics including halftone patterns and registration tolerance.
+
+------
+
+## Critical Visual Evidence Findings
+
+**Composition Pattern Analysis:**
+
+- 70-80% of canvas dominated by main figures with aggressive forward positioning
+- 60% show elements breaking picture plane toward viewer with measurable thrust angles
+- Monsters consistently rendered at 3-5x human scale for maximum threat impact
+- Male heads consistently 20-30% larger than female heads following studio contract hierarchy
+
+**Archetypal Formula Evidence:**
+
+- Damsels: Large lips, thin necks, high cheekbones, tattered red dresses with shoulder straps
+- Monsters: Green/brown coloring, tentacles/scales, oversized threatening poses dominating composition
+- Heroes: Square shoulders, protective stances, positioned between threat and damsel
+- Clear emotional states: Terror, determination, passion rendered at maximum theatrical intensity
+
+**Technical Production Evidence:**
+
+- Visible gouache brush strokes throughout all areas - no airbrush smoothness detected
+- 90%+ color saturation levels compensating for lithographic reproduction dulling
+- Halftone dot patterns visible in all examples indicating cheap commercial printing
+- ±2mm color registration drift typical of mass-market poster production
+
+**Typography Integration Evidence:**
+
+- All titles appear hand-drawn with dynamic distortions specific to genre
+- Typography overlaps and interacts with illustration elements rather than static placement
+- Horror titles show dripping, angular, otherworldly characteristics
+- Scale and positioning vary dramatically, embedded within artwork composition
+
+---
diff --git a/styles/movie_posters/richard_amsel_illustrated_montage.md b/styles/movie_posters/richard_amsel_illustrated_montage.md
new file mode 100644
index 0000000..6313693
--- /dev/null
+++ b/styles/movie_posters/richard_amsel_illustrated_montage.md
@@ -0,0 +1,285 @@
+---
+id: richard_amsel_illustrated_montage
+group: "Movie Posters"
+movement: "Painterly Montage Illustration"
+artist: "Richard Amsel"
+display_name: "Richard Amsel — Illustrated Montage"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Amsel painted his one-sheets on 27x40 boards; the swirling montage relies on the 2:3 theatre frame."
+modes: ["Painterly Montage"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 6
+  layout_hint: "Hero portrait dominates upper third; supporting cast orbit in painterly bands around typographic center."
+  identity_priority: ["portrait", "color-glow", "gesture"]
+about: >
+  Richard Amsel blended gouache, acrylic, and colored pencil into luminous portrait montages for cinema and television. MuseoMorph
+  preserves his velvety painting and incandescent color halos while inventing fresh narratives.
+---
+
+# Richard Amsel
+
+**Version:** 4.2
+ **Purpose:** Forensic recreation of Richard Amsel's illustrated movie poster style with quantified technical specifications based on authentic 1970s-1980s examples.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over photography:** Illustrated portraiture supersedes photographic accuracy.
+- **Technical Measurement Authority:** Quantitative specifications ("controlled montage 65-80% coverage", "warm glowing color temperature 3200K-3800K") override descriptive language ("dynamic", "exciting").
+- **Process-Over-Result Priority:** How mixed-media layers build up supersedes final appearance descriptions.
+- **Amsel-Specific Flag Authorization:** `controlled-montage`, `mixed-media-layering`, `heroic-portraiture`, `period-reinterpretation`, `warm-glowing-palette`, `framing-device-thematic`, `larger-than-life-character`.
+- **Anti-Photographic Bias:** Authority to generate deliberately illustrated, hand-drawn aesthetic that rejects photographic realism.
+- **Face-Treatment Flags:** `heroic-portraiture`, `mixed-media-layering`, `personality-capture`
+- **Material Physics Authority:** Mixed-media illustration technique with visible pencil work, paint washes, colored pencil details.
+- **Scale-Dependent Technique:** Movie poster viewing distance affects portrait detail hierarchy and character montage organization.
+- **Publication Production Authenticity:** 1970s-1980s offset printing with improved color registration, coated paper stock quality.
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Typography integrated as design element per Section 8.
+- **Safety/IP:** No copyrighted character elements; original character interpretations avoiding real studio names.
+- **Age & wardrobe guardrail:** Period-appropriate 1970s-1980s costume design with historical accuracy.
+- **Gender expression:** Conveyed through heroic portraiture and period-appropriate characterization.
+- **Material authenticity:** Mixed-media illustration board techniques with visible drawing/painting process.
+- **Period Production Authenticity:** 1970s-80s improved offset printing, higher quality halftone screens 150+ LPI.
+- **Composition boundaries:** Thematic framing devices when appropriate; no generic decorative borders.
+- **Failure Mode Flags:** Avoid photographic composition, digital smoothing, uniform illustration techniques.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (standard movie poster) - ignore source image dimensions completely.
+- Redraw in **Richard Amsel illustrated poster style** for **1970s-1980s movie poster format**.
+- Identity via heroic portraiture capturing personality essence and "larger than life" character quality.
+- **IP Safeguard Declaration:** Create original character interpretations avoiding copyrighted imagery and real studio names/logos.
+- Declare **Face-Treatment Flag:** `heroic-portraiture`
+- Declare **Pose Flag:** `larger-than-life-character`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Amsel's "reinterpret the past with modern sensibility" philosophy supersedes literal representation.
+- **Mode Selector:** Movie poster commercial format.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (standard movie poster format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely
+- **Spatial Allocation:** Controlled montage 65-80% of canvas, typography 15-25%, negative space 5-10%
+- **Background Treatment:** Thematic framing devices or period-appropriate environmental suggestion
+- **Format Justification:** 2:3 ratio optimized for theater lobby display showcasing character montage hierarchy
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** J.C. Leyendecker (Saturday Evening Post illustration), Art Nouveau (Alphonse Mucha), Symbolist painting (Gustav Klimt), Walt Disney character animation principles.
+- **Medium/Production method:** Mixed-media illustration on board: detailed pencil foundation, watercolor/acrylic washes, colored pencil refinement, gouache finishing details.
+- **Thematic purpose:** "Uncover relationships between past and present" - reinterpret historical art styles with contemporary sensibility for nostalgic yet timeless appeal.
+- **Hallmark motifs with specifications:**
+  - Controlled montage composition: 65-80% canvas coverage with hierarchical character arrangement
+  - Mixed-media layering process: Visible pencil work foundation, paint wash base, colored pencil details, gouache highlights
+  - Heroic portraiture psychology: "Larger than life" character quality capturing personality essence beyond photorealism
+  - Period reinterpretation: Historical art style influences filtered through 1970s-80s commercial sensibility
+  - Warm glowing color palette: Rich detail with attractive warm colors at 3200K-3800K temperature range
+  - Thematic framing devices: Art Deco borders, aged parchment effects, period-appropriate decorative elements
+  - Typography integration: Hand-painted titles as core artistic elements, not overlaid graphics
+- **Period framing:** Golden Age Hollywood nostalgia filtered through 1970s-1980s commercial illustration sophistication.
+- **Tone Tag:** Nostalgic heroism, warm adventure, period glamour with contemporary appeal.
+- **Production Era Authenticity:** 1970s-80s improved offset printing - higher quality halftone screens 150+ LPI, better color registration, coated paper stock.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Mixed-Media Process Anchors:**
+
+- **Foundational pencil work:** Detailed preliminary drawings with "extraordinary" and "frenzied" pencil technique visible in final piece
+- **Paint wash base layers:** Thin watercolor/acrylic glazes establishing foundational color fields and atmospheric effects
+- **Colored pencil refinement:** Prisma pencil-style detail work over painted areas, building texture and form definition
+- **Gouache finishing details:** Opaque highlights, final refinements, and precise detail work completing illustration
+- **Back-and-forth process:** Iterative layering between drawing and painting mediums until desired richness achieved
+
+**Portrait Construction Anchors:**
+
+- **Heroic character psychology:** "Larger than life" quality with heroic, even cartoonish vitality transcending photorealism
+- **Personality essence capture:** Portraits convey specific intended qualities (timeless glamour, adventure spirit, period character)
+- **Anatomical foundation accuracy:** Solid draftsmanship underlying stylistic interpretation, perfected through "voluminous sketches"
+- **Period-appropriate styling:** Costumes, hairstyles, and characterization authentic to historical setting
+- **Facial structure emphasis:** Strong jawlines, expressive eyes, confident poses supporting heroic interpretation
+
+**Color Strategy Anchors:**
+
+- **Warm glowing palette dominance:** Rich oranges, golds, warm browns creating 3200K-3800K color temperature
+- **Strategic lighting variation:** Dramatic contrast for adventure (high key) vs. mysterious moods (low key/monochromatic)
+- **Period color psychology:** 1930s adventure serial warmth, Art Deco sophistication, Golden Age Hollywood glamour
+- **Atmospheric color gradation:** Smooth color transitions created through airbrush technique and paint glazing
+- **Accent color placement:** Strategic bright color highlights directing attention to key story elements
+
+**Compositional Anchors:**
+
+- **Controlled montage hierarchy:** Primary hero figure 40-50% visual weight, supporting characters scaled proportionally
+- **Thematic framing device integration:** Art Deco borders, aged parchment, period-appropriate decorative elements enhancing narrative
+- **Dynamic breaking-frame technique:** Key elements extending beyond framing boundaries for visual dynamism
+- **Layered storytelling depth:** Multiple compositional planes suggesting world depth and mythological scope
+- **Character interaction flow:** Montage elements arranged to guide eye through narrative relationships
+
+**Scale Hierarchy:** Primary hero 40-50% visual weight, secondary characters 20-30%, environmental elements 10-15%, typography 15-25% **Material Authenticity:** Visible mixed-media process with drawing/painting interaction characteristics **Period Consistency:** All elements reflect 1970s-80s commercial illustration sophistication with period subject accuracy **Production Method:** High-quality offset printing 150+ LPI, improved color registration typical of period advancement **Canvas Adaptation:** Composition optimized for 2:3 vertical format with integrated typography and framing devices
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Period Accuracy Requirements:** Historically authentic costuming reflecting specific time period settings
+
+- **1930s adventure:** Leather jackets, safari wear, period-appropriate hats and accessories
+- **Medieval/fantasy:** Historically accurate armor, robes, weapons with attention to period detail
+- **Art Deco sophistication:** 1920s-30s formal wear, elegant gowns, period hairstyles and accessories
+- **Victorian/Edwardian:** Historically accurate period dress with attention to silhouette and detail
+
+**Character Hierarchy Costuming:**
+
+- **Hero costumes:** Iconic, memorable outfits supporting "larger than life" character psychology
+- **Supporting character variation:** Period-accurate costumes scaled to character importance in montage
+- **Color coordination:** Costume colors supporting overall warm palette and visual hierarchy
+- **Accessory integration:** Props and accessories as storytelling elements within controlled montage
+
+**Fabric and Detail Rendering:**
+
+- **Mixed-media texture indication:** Leather, fabric, metal textures achieved through colored pencil over paint base
+- **Period construction accuracy:** Authentic historical garment construction and silhouettes
+- **Heroic costume enhancement:** Slightly idealized proportions supporting larger-than-life character quality
+- **Weathering and authenticity:** Appropriate aging and wear patterns for adventure/period contexts
+
+**YAML Prop Integration:**
+
+```yaml
+adventure_props:
+  1930s_serial: [fedora_hat, leather_jacket, whip, revolver, treasure_map, compass, binoculars]
+  fantasy_medieval: [sword, shield, armor_pieces, magical_artifacts, scrolls, jeweled_items]
+  art_deco_sophistication: [champagne_glass, cigarette_holder, pocket_watch, elegant_jewelry, formal_gloves]
+
+period_weapons:
+  adventure: [period_revolvers, hunting_rifles, knives, rope, torches]
+  fantasy: [medieval_swords, battle_axes, crossbows, magical_staffs, ancient_artifacts]
+  mystery: [magnifying_glass, pocket_watch, vintage_cameras, detective_tools]
+
+environmental_elements:
+  settings: [castle_architecture, train_interiors, exotic_locations, period_cityscapes]
+  atmospheric: [mysterious_fog, dramatic_lighting, period_vehicles, architectural_details]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- "photographic composition", "digital smoothing", "uniform illustration technique", "modern digital effects"
+- "flat character interpretation", "generic portraiture", "photorealistic accuracy over personality"
+- "monochromatic color schemes", "cold color temperatures", "harsh digital lighting"
+- "simple single-medium techniques", "lack of visible drawing process", "digital painting simulation"
+- "generic montage arrangement", "equal character weighting", "lack of visual hierarchy"
+- "modern costume anachronisms", "contemporary styling in period pieces"
+
+**Canvas Positives (≥2):**
+
+- "exactly 2:3 ratio", "recomposed for movie poster format"
+- "controlled montage 65-80% coverage", "hierarchical character arrangement"
+- "mixed-media layering visible", "pencil foundation with paint wash refinement"
+- "heroic larger-than-life character psychology", "personality essence capture"
+- "warm glowing color palette 3200K-3800K temperature", "period-appropriate color psychology"
+- "thematic framing device integration", "hand-painted typography elements"
+- "period costume accuracy with idealized proportions", "nostalgic yet timeless appeal"
+
+**Vocabulary warnings:** Avoid "photographic," "realistic," "digital" - emphasize illustration, mixed-media handcraft, and heroic interpretation.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**2:3 POSTER COMPOSITION REQUIREMENTS:**
+
+- **Controlled montage dominance:** 65-80% canvas coverage with hierarchical character arrangement
+- **Typography integration zones:** 15-25% positioned to support overall composition flow
+- **Thematic framing enhancement:** Period-appropriate decorative borders when narrative-supporting
+
+**Amsel-Specific Composition:**
+
+- **Primary hero prominence:** Central figure occupying 40-50% visual weight with heroic pose and larger-than-life psychology
+- **Supporting character hierarchy:** Secondary characters arranged by story importance, scaled proportionally
+- **Dynamic frame-breaking:** Key elements extending beyond borders for visual excitement and depth illusion
+- **Period atmosphere integration:** Environmental elements supporting historical setting without overwhelming character focus
+- **Narrative flow guidance:** Compositional arrangement directing viewer attention through story relationships
+
+**Layered Storytelling Technique:**
+
+- **Foreground hero establishment:** Primary character as immediate focal point with maximum detail rendering
+- **Middle-ground character integration:** Supporting cast woven into composition with appropriate scale relationships
+- **Background environmental suggestion:** Period-appropriate settings and atmospheric elements establishing context
+- **Mythological depth creation:** Multiple visual planes suggesting larger world and story scope
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Mixed-media illustration board with visible hand-crafted process characteristics
+- **Frame/Band Integration:** Thematic framing devices (Art Deco, aged parchment, period borders) when narrative-appropriate
+- **Production Context:** 1970s-80s high-quality offset printing with improved color registration and paper stock
+- **Ratio Enforcement Anchor:** All compositional elements designed specifically for 2:3 vertical movie poster format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Typography REQUIRED as integrated design element**
+
+**2:3 POSTER-APPROPRIATE ZONES:**
+
+- **Title integration:** 15-20% visual weight, hand-painted as core artistic element within composition
+- **Credits hierarchy:** 5-10% positioned to support overall design flow without competing with montage
+- **Period typography authenticity:** Font selection and styling appropriate to historical setting
+
+**Hand-Painted Typography Requirements:**
+
+- **Integration as artistic element:** Titles hand-painted into composition, not overlaid as separate graphics
+- **Period style authenticity:** Typography reflecting historical period of film setting (Art Deco for 1930s, Medieval for fantasy)
+- **Custom letterform design:** Each title treatment unique to specific film's artistic requirements
+- **Compositional harmony:** Typography supporting and enhancing overall montage organization
+
+**Copy limits:**
+
+- **Title:** Hand-painted custom lettering integrated into thematic framing or composition flow
+- **Credits:** Essential cast and crew, maximum 15 elements hierarchically organized
+- **Tagline:** Period-appropriate promotional copy when thematically relevant
+
+**Font recommendation:**
+
+- *Period-specific custom lettering based on historical typography. 1930s: Art Deco influence. Medieval: Gothic/Uncial inspiration. Victorian: Ornate serif treatments. All hand-drawn integration, never digital fonts.*
+
+**Format-Specific Rules:**
+
+- **Movie poster mode:** Mandatory 2:3 vertical, title treatment as integral artistic component
+- **Typography atmosphere:** Letterforms supporting period mood and adventure/mystery/romance genre
+- **Viewing distance:** Theater lobby impact requiring clear hierarchy and readability
+- **Commercial effectiveness:** Typography enhancing rather than competing with heroic character portraiture
+
+**Production Integration:** Typography rendered with high-quality 1970s-80s offset printing characteristics - sharp letterforms, accurate color registration, coated paper stock quality matching illustration sophistication.
+
+---
diff --git a/styles/movie_posters/robert_mcginnis_gouache_spy_poster.md b/styles/movie_posters/robert_mcginnis_gouache_spy_poster.md
new file mode 100644
index 0000000..fceda44
--- /dev/null
+++ b/styles/movie_posters/robert_mcginnis_gouache_spy_poster.md
@@ -0,0 +1,203 @@
+---
+id: robert_mcginnis_gouache_spy_poster
+group: "Movie Posters"
+movement: "Mid-Century Gouache"
+artist: "Robert McGinnis"
+display_name: "Robert McGinnis — Gouache Spy Glamour"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "1960s one-sheets stayed on 2:3 for lobby display and lithographic title blocks."
+modes: ["Spy Thriller Montage"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 5
+  layout_hint: "Hero male 40-50% height, flanked by impossibly tall women and narrative vignettes on white field."
+  identity_priority: ["silhouette", "gesture", "gouache-texture"]
+about: >
+  McGinnis sold spy thrillers with gouache heroics-razor silhouettes, towering femme fatales, and jewel-toned couture floating
+  against immaculate white. This card revives his 1960s-80s mixed-media workflow for contemporary posters.
+---
+
+# Robert McGinnis
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications ("1.3:1 facial ratio", "15° eyebrow arch", "30% fabric reflectivity") override descriptive language ("elongated", "arched", "shiny").
+- **Process-Over-Result Priority:** How gouache paint is applied supersedes visual appearance descriptions.
+- **Custom Flag Authorization:** McGinnis-specific flags permitted when standard options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate deliberately uncomfortable or challenging aesthetics when historically accurate.
+- **Face-Treatment Flags:** `gouache-opaque`, `brush-loaded-single-stroke`, `hard-edge-commercial`, `flesh-tone-layered`, `highlight-pink-undertone`
+- **Pose Flags:** `contrapposto-15-30-degrees`, `power-stance-female`, `candid-motion-frozen`, `psychological-tension`
+- **Canvas Control Flags:** `strict-reframe`, `format-native`
+- **Media Hybrid Flag:** `gouache-airbrush-combination`
+- **Material Physics Authority:** Gouache opacity, brush economy, and commercial printing limitations override aesthetic preferences.
+- **Scale-Dependent Technique:** Movie poster viewing distance (6-foot minimum) affects brushwork precision and detail hierarchy.
+- **Commercial Production Authenticity:** 1960s-1980s lithographic printing methods take precedence over modern interpretations.
+- **Quantifiers authoritative:** numeric anchors are targets.
+- **Text policy:** Only render text if Section 8 authorizes.
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures; original Bond-style characters only.
+- **Age & wardrobe guardrail:** Adults only; sophisticated evening wear emphasis.
+- **Gender expression:** Respect McGinnis archetypes.
+- **Material authenticity:** No digital photo filters; surface must exhibit authentic gouache characteristics with visible brush direction.
+- **Period Production Authenticity:** 1960s-1980s offset lithography with 4-color process limitations, 150 LPI halftone screens, color registration drift ±0.5mm.
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits.
+- **Failure Mode Flags:** Avoid anime drift, HDR smoothing, digital perfection, Instagram effects.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Redraw in **Robert McGinnis movie poster gouache style** for **1960s-1980s commercial lithographic poster**.
+- Identity via silhouette/gesture/expression following McGinnis archetype specifications.
+- **IP Safeguard Declaration:** Create original spy thriller characters avoiding copyrighted James Bond elements, use generic formal wear and evening gowns.
+- Declare **Face-Treatment Flag:** `gouache-opaque`
+- Declare **Pose Flag:** `contrapposto-15-30-degrees`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** McGinnis commercial illustration techniques override photographic realism.
+- **Mode Selector:** Movie poster with hierarchical star placement.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `2:3` (standard movie poster format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Strict recomposition for 2:3 format with hierarchical character placement
+- **Spatial Allocation:** Primary figure 50-70% canvas height, positioned for hierarchical star billing; secondary characters at 20-30% scale in supporting positions
+- **Background Treatment:** Predominantly clean white space with selective narrative elements positioned behind primary figures, occupying maximum 30% of canvas
+- **Format Justification:** 2:3 ratio serves movie poster tradition with optimal lobby display proportions and text zone allocation
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Mid-century American commercial illustration, gouache tradition, pulp fiction aesthetics, James Bond poster legacy
+- **Medium/Production method:** Gouache on illustration board with brush economy, transferred to 4-color offset lithography at 150 LPI, newsprint poster stock with 15% ink absorption
+- **Thematic purpose:** Commercial movie marketing combining sophistication with mass appeal
+- **Hallmark motifs:**
+  - Male protagonist visual dominance in male-led films (largest scale, central positioning, forward placement)
+  - Impossibly tall female supporting figures (8.5-head proportions) positioned around male leads
+  - Selective background strategy: clean white space (70%) with strategic narrative vignettes behind figures (30% canvas maximum)
+  - Saturated jewel tone palette for clothing against neutral backgrounds
+  - Hard-edged commercial brush technique with crisp silhouettes
+- **Period framing:** 1960s-1980s commercial illustration golden age
+- **Tone Tag:** Sophisticated pulp glamour
+- **Production Era Authenticity:** Pre-digital era commercial printing with characteristic color registration drift, visible halftone dots, and ink bleed limitations
+
+------
+
+## 4) Technical Method & Mark-Making
+
+- **Line quality:** Hard-edged gouache strokes with visible brush direction, no feathering, 2-3mm average stroke width
+- **Color mixing methods:** Opaque layering technique, no transparent washes, pink flesh tone highlights over peach base (#FFCBA4 base + #FFB6C1 highlights)
+- **Texture specifications:** Smooth gouache surface with 1mm paint thickness, brush texture visible in original but flattened in lithographic reproduction
+- **Edge treatment:** Clean color separations with minimal blending, hard transitions between light and shadow planes
+- **Stroke economy:** Maximum 3 strokes per flesh tone area, directional consistency following form structure
+- **Color depth measurements:** 85% saturation for evening wear, 60% for casual clothing, 30% reflectivity on satin surfaces
+- **Detail hierarchy:** Primary faces at 100% detail, secondary characters at 60% detail, background elements at 30% detail
+- **Material simulation:** Gouache opacity characteristics with no transparency effects
+- **Pose Anchors:** Female contrapposto with 15-30° weight shift, male figures with 90° shoulder alignment, direct eye contact at 0° deviation
+- **Scale Hierarchy Anchor:** Female figures at 1.3:1 facial length-to-width ratio, male figures at 1.2:1 ratio, 25% oversized eyes for commercial appeal
+- **Material Authenticity Anchor:** Authentic gouache brush marks with commercial illustration precision, no digital simulation
+- **Period Consistency Anchor:** 1960s-1980s commercial art standards with lithographic printing limitations
+- **Production Method Anchor:** 4-color process separation with ±0.5mm registration tolerance, 150 LPI screen patterns
+- **Canvas Adaptation Anchor:** 2:3 movie poster composition with hierarchical star billing layout
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Adult sophisticated formal wear - tuxedos with black tie precision, evening gowns with period-accurate silhouettes (1960s A-line, 1970s halter, 1980s shoulder emphasis)
+
+- **Fabric behavior:** Heavy satin drape at 45° fold angles, matte wool at 60° fold angles, period synthetic blend characteristics with limited stretch
+
+- **Accessory caps:** Elaborate 3-4 items - diamond jewelry, formal watches, cigarette holders, champagne glasses
+
+- **Color palette:** Evening wear at 85% saturation (emerald #50C878, sapphire #0F52BA, ruby #E0115F), formal wear in classic black/white with metallic accents
+
+- **Wardrobe variation required:** Cycle through period-appropriate formal palette - no identical evening gown colors between female characters
+
+- **Props:** 1 hero prop (weapon, cigarette holder, jewelry) + 1 micro atmospheric item (vehicle silhouette, architectural element) maximum
+
+- **Coherence filter:** All elements support 1960s-1980s sophisticated thriller/romance; fallback = clean formal scene
+
+- **YAML prop pools:**
+
+  ```yaml
+  hero_props: [golden_pistol, cigarette_holder, diamond_tiara, pearl_necklace, martini_glass, leather_gloves]luxury_items: [tiffany_jewelry_box, champagne_flute, silk_scarf, evening_purse]vehicles: [sports_car_silhouette, helicopter_outline, yacht_background, city_skyline]architectural: [skyscraper_outline, bridge_silhouette, casino_interior, hotel_balcony]
+  ```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+- **Canvas Negatives (≥2):**
+  - "original aspect ratio", "source dimensions", "unmodified framing"
+  - "photographic realism", "digital smoothing", "modern poster design"
+  - "watercolor transparency", "oil paint texture", "acrylic flatness"
+  - "anime proportions", "manga styling", "cartoon simplification"
+- **Canvas Positives (≥2):**
+  - "exactly 2:3 ratio", "recomposed for movie poster format"
+  - "gouache opacity with 1mm paint thickness", "brush direction visible in flesh tones"
+  - "1960s-1980s lithographic printing with 150 LPI halftone screens"
+  - "±0.5mm color registration drift authentic to period offset printing"
+- **Vocabulary warnings:** Avoid "sophisticated," "professional," "quality" - use "commercial," "lithographic," "mass-market." Avoid "harmonious" - use "calculated commercial appeal."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Movie Poster):**
+
+- Vertical emphasis with primary character dominating 70% of canvas height
+- Hierarchical staging with star billing visual hierarchy
+- Title treatment zone reserved in bottom 25% of composition
+
+**MCGINNIS-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Slight low-angle view (5-10° below eye level) for heroic presentation
+- **Grid/symmetry:** Asymmetrical balance with primary figure offset to golden ratio position (38% from left edge)
+- **Figure hierarchy:** Male protagonist dominance in male-led films through largest scale (40-50% canvas height), central positioning, or forward placement
+- **Background Strategy:** Predominantly clean white space (70%) with selective narrative vignettes positioned behind primary figures, occupying maximum 30% of canvas
+- **Lighting logic:** Single key light source from upper left (45° angle), creating consistent shadow patterns across all elements
+- **Silhouette Treatment:** Hard-edged figure boundaries with crisp color separations, no atmospheric blending
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Commercial poster stock with 15% ink absorption characteristics, lobby display context
+- **Frame/Band Anchor:** Omit entirely - no decorative borders outside canvas edge
+- **Production Context Anchor:** 1960s-1980s offset lithography with period-appropriate color limitations and halftone visibility
+- **Ratio Enforcement Anchor:** All compositional elements designed specifically for 2:3 movie poster format with hierarchical star placement
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Binary:** Allow text integration
+- **Ratio-Appropriate Zones:** Movie poster layout optimized for 2:3 format with title treatment in bottom 25%, star billing in top 15%
+- **Copy limits:** ≤3 words for title, ≤7 star names positioned for 2:3 ratio with hierarchical sizing
+- **Period-Appropriate Typography:** 1960s-1980s movie poster typography with phototypesetting characteristics
+- **Font recommendation:** Closest Google Font: Bebas Neue (Futura Bold Condensed analog, 80%). Better: Franklin Gothic Extra Condensed for title treatments
+- **Format-Specific Text Rules:** Movie poster mode with mandatory title treatment, star billing hierarchy, and production credits in standard positions
+- **Historical accuracy:** Typography must match 1960s-1980s movie poster conventions with period phototypesetting limitations
+- **Production Method Integration:** Typography rendered with period offset lithography characteristics including slight ink spread and registration tolerance
+
+---
diff --git a/styles/movie_posters/saul_bass_graphic_motion_poster.md b/styles/movie_posters/saul_bass_graphic_motion_poster.md
new file mode 100644
index 0000000..503e97f
--- /dev/null
+++ b/styles/movie_posters/saul_bass_graphic_motion_poster.md
@@ -0,0 +1,268 @@
+---
+id: saul_bass_graphic_motion_poster
+group: "Movie Posters"
+movement: "Mid-Century Graphic Modernism"
+artist: "Saul Bass"
+display_name: "Saul Bass — Graphic Motion Poster"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Bass engineered 27x40 one-sheets at 2:3 so the kinetic geometry reads in lobby lightboxes."
+modes: ["Graphic Signal"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "One dominant symbol or silhouette anchors the poster; supporting figures remain secondary glyphs."
+  identity_priority: ["symbol", "gesture", "typography"]
+about: >
+  Saul Bass distilled entire films into jagged silhouettes, concentric motion, and stark typography. This card keeps the 1950s-70s
+  graphic modernism intact while inventing new iconography instead of recycling studio marks.
+---
+
+# Saul Bass
+
+**Version:** 4.2
+ **Purpose:** Forensic recreation of Saul Bass's modernist movie poster style with quantified technical specifications based on authentic 1950s-1970s examples.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over decoration:** Symbolic essence supersedes representational illustration.
+- **Technical Measurement Authority:** Quantitative specifications ("2-3 color maximum", "60-80% dominant symbol coverage") override descriptive language ("bold", "striking").
+- **Process-Over-Result Priority:** How printing methods create visual effects supersedes digital perfection.
+- **Bass-Specific Flag Authorization:** `modernist-minimalism`, `symbolic-metaphor-dominance`, `geometric-construction`, `limited-palette-psychology`, `hand-drawn-typography`, `negative-space-mastery`, `halftone-authentic`.
+- **Anti-Decoration Bias:** Authority to generate deliberately reductive designs that reject ornamental elements.
+- **Face-Treatment Flags:** `silhouette-abstract`, `geometric-reduction`, `symbolic-representation`
+- **Material Physics Authority:** 1950s-1970s offset printing specifications with characteristic imperfections.
+- **Scale-Dependent Technique:** Movie poster viewing distance affects symbol legibility and color impact.
+- **Publication Production Authenticity:** Period offset printing with halftone dots 85-133 LPI, color registration drift ±1.5mm.
+- **Quantifiers authoritative:** Numeric anchors are targets.
+- **Text policy:** Typography required as integral design element per Section 8.
+- **Safety/IP:** No copyrighted symbols; original metaphorical interpretations only.
+- **Age & wardrobe guardrail:** Abstract representation eliminates age/clothing concerns.
+- **Gender expression:** Conveyed through symbolic silhouettes when relevant.
+- **Material authenticity:** Authentic offset printing characteristics with visible halftone patterns.
+- **Period Production Authenticity:** 1950s-1970s printing limitations with characteristic dot patterns and registration imperfections.
+- **Composition boundaries:** Clean geometric borders; no decorative frames.
+- **Failure Mode Flags:** Avoid photographic elements, gradient smoothing, multiple competing symbols.
+- **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (standard movie poster) - ignore source image dimensions completely.
+- Redraw in **Saul Bass modernist symbolic style** for **1950s-1970s movie poster format**.
+- Identity via single dominant symbol/metaphor representing film's core theme.
+- **IP Safeguard Declaration:** Create original symbolic interpretations avoiding copyrighted imagery and real studio names/logos.
+- Declare **Face-Treatment Flag:** `geometric-reduction`
+- Declare **Pose Flag:** `symbolic-representation`
+- Declare **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Bass's "symbolize and summarize" philosophy supersedes literal representation.
+- **Mode Selector:** Movie poster commercial format.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (standard movie poster format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely
+- **Spatial Allocation:** Dominant symbol 60-80% of canvas space, typography 15-25%, negative space 5-15%
+- **Background Treatment:** Single solid color field or geometric pattern maximum 20% complexity
+- **Format Justification:** 2:3 ratio optimized for theater lobby impact at 6-10 foot viewing distance
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Bauhaus modernism (geometric simplicity), Hungarian design school (symbolic communication), 1950s American commercial art constraints.
+- **Medium/Production method:** Offset printing with hand-separated color plates; halftone screens 85-133 LPI characteristic of period technology.
+- **Thematic purpose:** "Symbolize and summarize" film's core psychological or thematic essence into single powerful metaphor.
+- **Hallmark motifs with specifications:**
+  - Single dominant symbol: One central metaphor occupies 60-80% of visual weight
+  - Limited color palette psychology: 2-3 colors maximum chosen for emotional resonance (red=tension, blue=cool/corporate, yellow=energy/madness)
+  - Geometric construction: Pure shapes (circles, rectangles, triangles) provide structural foundation
+  - Hand-drawn typography integration: Custom letterforms become part of visual metaphor
+  - Strategic negative space: Empty areas create focus and visual tension, 10-25% of composition
+  - Halftone authenticity: Visible dot patterns from period offset printing technology
+- **Period framing:** Golden Age Hollywood 1950s-1970s modernist design revolution.
+- **Tone Tag:** Intelligent minimalism, psychological symbolism, commercial impact.
+- **Production Era Authenticity:** Offset printing limitations - solid color separations, halftone dot visibility, color registration imperfections ±1.5mm.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Color Strategy Specifications:**
+
+- **Palette limitation:** Maximum 2-3 colors plus black/white, chosen for psychological impact
+- **Color psychology application:** Red (violence/passion/danger), Blue (corporate/cool/melancholy), Yellow (madness/energy/optimism), Orange (tension/unease)
+- **Saturation requirements:** Pure, unmixed colors at 100% saturation for maximum impact
+- **Color area distribution:** Dominant color 60-75% coverage, accent color 15-25%, third color 5-10% maximum
+
+**Geometric Construction Anchors:**
+
+- **Single symbol dominance:** One central metaphor occupies 60-80% of visual composition weight
+- **Geometric foundation:** Pure shapes (perfect circles, precise rectangles, clean triangles) underlying all elements
+- **Mathematical proportions:** Golden ratio or modular scale governing size relationships
+- **Edge precision:** Clean, sharp boundaries between color areas and shapes
+
+**Typography Integration Anchors:**
+
+- **Hand-drawn letterform requirement:** Custom typography designed specifically for each composition, never standard fonts
+- **Typography as graphic element:** Letters integrated into overall symbolic metaphor, not applied afterward
+- **Scale hierarchy:** Film title dominant (occupying 15-25% of composition), credits subordinated to 5-10%
+- **Letterform construction:** Sans-serif modernist influence with custom proportions and spacing
+
+**Symbolic Construction Anchors:**
+
+- **Character essence distillation:** When human figures appear, reduce to 3-4 distinctive geometric elements that capture recognizable silhouette (Eastwood's jaw line, distinctive hair profile, signature gesture)
+- **Geometric character abstraction:** Transform recognizable features into pure geometric shapes while maintaining character recognition
+- **Metaphorical precision:** Symbol must communicate specific film experience, not generic concept (Vertigo's spiral = specific disorientation, not general confusion)
+- **Reductive elimination process:** Start complex, eliminate all non-essential elements until only purest symbolic essence remains
+
+**Production Method Anchors:**
+
+- **Halftone dot pattern:** Visible 85-133 LPI characteristic of 1950s-70s offset printing
+- **Color registration drift:** Slight misalignment ±1.5mm typical of period printing technology
+- **Paper stock influence:** Design accounts for newsprint/poster stock ink absorption
+- **Printing separation:** Colors designed for hand-separated plates, not digital blending
+
+**Scale Hierarchy:** Dominant symbol 60-80% visual weight, title typography 15-25%, credits/studio info 5-10% **Material Authenticity:** Visible printing artifacts consistent with period offset technology **Period Consistency:** All elements reflect 1950s-1970s modernist design principles and production limitations **Canvas Adaptation:** Composition optimized specifically for 2:3 vertical poster format
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Symbolic Representation Strategy:** Abstract silhouettes eliminate specific wardrobe concerns
+
+- **Male representation:** Clean geometric silhouettes suggesting formal wear or action poses
+- **Female representation:** Elegant curved silhouettes maintaining dignity and sophistication
+- **Universal figures:** Gender-neutral shapes when thematic focus transcends individual identity
+
+**Color coding:** Clothing/figures rendered in solid color shapes without pattern detail **Accessory integration:** Props become symbolic elements (weapons=danger, flowers=romance, geometric objects=psychological states) **Period authenticity:** Silhouettes reflect 1950s-70s fashion proportions when human figures appear **Symbolic hierarchy:** Human figures subordinated to central metaphor unless they ARE the metaphor
+
+**Props reduced to symbolic essence:**
+
+```yaml
+symbolic_props:
+  psychological_thriller: [spiral, fragmented_mirror, geometric_eye, abstract_staircase, broken_clock]
+  crime_drama: [angular_gun, balance_scales, gavel_silhouette, prison_bars, shadow_profile]
+  romance: [heart_geometry, intertwined_circles, abstract_figures, flowing_curves, unity_symbols]
+  war_drama: [helmet_silhouette, crossed_elements, medal_shapes, flag_geometry, memorial_crosses]
+  comedy: [balloon_clusters, geometric_faces, playful_shapes, number_sequences, party_elements]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- "standard typography fonts", "digital font applications", "generic letterforms", "serif decorations"
+- "photographic faces", "realistic portraits", "generic geometric faces", "modern illustration style"
+- "gradient smoothing", "digital effects", "multiple competing symbols", "complex patterns"
+- "more than 3 colors", "pastel mixing", "decorative borders", "ornamental elements"
+- "generic symbolism", "literal illustration", "multiple metaphors competing"
+- "Ben-Day dots without purpose", "halftone decoration rather than authentic printing artifact"
+
+**Canvas Positives (≥2):**
+
+- "exactly 2:3 ratio", "recomposed for movie poster format"
+- "single dominant symbol metaphor", "maximum 2-3 pure colors"
+- "custom geometric letterforms hand-constructed", "no standard fonts permitted"
+- "character essence through 3-4 distinctive geometric elements", "recognizable silhouette abstraction"
+- "visible halftone dots authentic to 1950s-70s offset printing"
+- "extreme geometric reduction", "maximum symbolic precision"
+- "psychological color selection deliberate", "metaphor communicates specific film experience"
+- "letterforms structurally integrated with central symbol", "unified geometric design system"
+
+**Vocabulary warnings:** Avoid "ornate," "decorative," "detailed" - emphasize reduction, symbolism, and psychological impact.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**2:3 POSTER COMPOSITION REQUIREMENTS:**
+
+- **Symbol dominance:** Central metaphor occupies 60-80% of visual weight
+- **Typography zones:** Title integration 15-25%, credits 5-10% positioned for hierarchy
+- **Background treatment:** Single solid color field or simple geometric pattern maximum 20% complexity
+
+**Bass-Specific Composition:**
+
+- **Geometric foundation:** All elements constructed on mathematical grid or proportional system
+- **Negative space strategy:** Empty areas create tension and focus, 10-25% of composition
+- **Visual hierarchy:** Symbol > Title > Credits in descending order of visual impact
+- **Color area balance:** Dominant color 60-75%, secondary 15-25%, accent 5-10%
+
+**Symbolic Integration Requirements:**
+
+- **Central metaphor clarity:** Single symbol immediately communicates film's core theme
+- **Cultural universality:** Design readable across demographic and linguistic boundaries
+- **Psychological impact:** Color and form choices designed for emotional resonance
+- **Commercial effectiveness:** Design functions at poster size and newspaper reproduction
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Offset printing on poster stock or newsprint, authentic paper texture influence
+- **Frame/Band Anchor:** Clean geometric borders only, no decorative framing elements
+- **Production Context:** 1950s-1970s offset printing technology with characteristic limitations
+- **Ratio Enforcement Anchor:** All elements designed specifically for 2:3 vertical format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Typography REQUIRED as integral design element**
+
+**2:3 POSTER-APPROPRIATE ZONES:**
+
+- **Title integration:** 15-25% of visual weight, custom letterforms integrated into symbolic metaphor
+- **Credits hierarchy:** 5-10% of composition, clean sans-serif positioning supporting overall design
+- **Studio information:** Minimal presence, positioned to maintain design integrity
+
+**Copy limits:**
+
+- **Title:** Custom hand-drawn letterforms, never standard fonts
+- **Credits:** Essential information only, maximum 12 elements hierarchically organized
+- **Tagline:** Eliminated unless essential to symbolic communication
+
+**Hand-Drawn Typography Requirements:**
+
+- **CRITICAL: No standard fonts permitted:** Every letterform must be custom-designed as unique geometric construction
+- **Letterform-as-symbol integration:** Typography becomes structural part of central metaphor, not decorative overlay
+- **Geometric letterform construction:** Each letter built from pure geometric elements (circles, rectangles, triangles) with mathematical precision
+- **Extreme reduction philosophy:** Maximum 3-4 geometric elements per letterform, eliminate all decorative serifs or flourishes
+- **Structural integration:** Letters share geometric language with central symbol, creating unified design system
+
+**Font recommendation:**
+
+- *Bass drew custom letterforms for each poster. Modern recreation requires hand-drawing inspired by Bauhaus modernist principles. Avoid all standard digital fonts.*
+
+**Format-Specific Rules:**
+
+- **Movie poster mode:** Mandatory 2:3 vertical, title integrated into symbolic metaphor
+- **Typography symbolism:** Letterforms support and enhance central thematic metaphor
+- **Viewing distance:** 6-10 feet optimized letter sizing for theater lobby impact
+- **Commercial clarity:** All text readable at poster scale and newspaper reproduction
+
+**Production Integration:** Typography rendered with period offset printing characteristics - solid colors, halftone patterns when applicable, slight registration variations authentic to hand-separated plates.
+
+---
diff --git a/styles/movie_posters/tom_jung_storyboard_collage.md b/styles/movie_posters/tom_jung_storyboard_collage.md
new file mode 100644
index 0000000..d40e6e1
--- /dev/null
+++ b/styles/movie_posters/tom_jung_storyboard_collage.md
@@ -0,0 +1,321 @@
+---
+id: tom_jung_storyboard_collage
+group: "Movie Posters"
+movement: "Storyboard Collage Illustration"
+artist: "Tom Jung"
+display_name: "Tom Jung — Storyboard Collage"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Jung plotted his story-collage one-sheets on 27x40 boards; the 2:3 grid holds the vignette tiles."
+modes: ["Storyboard Collage"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 7
+  layout_hint: "Central protagonists framed by storyboard vignettes and angled banners around the 2:3 spine."
+  identity_priority: ["narrative", "gesture", "composition"]
+about: >
+  Tom Jung arranged film narratives like painted storyboards-heroic central figures framed by angled vignettes and scrollwork type.
+  MuseoMorph honors his collage grammar while scripting new adventures.
+---
+
+# Tom Jung
+
+**Version:** 4.2
+ **Purpose:** Authentic reproduction of Tom Jung's 1970s-80s commercial movie poster aesthetic with genre-specific constraints and photo-offset lithography production authenticity.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Realistic actor portrayal enhanced through dramatic lighting and atmospheric composition.
+- **Technical Measurement Authority:** Quantitative specifications ("45% character focus", "3-5mm offset ink film") override descriptive language ("heroic", "thick paint").
+- **Process-Over-Result Priority:** Photo-offset lithography production methods supersede digital perfection.
+- **Genre Commercial Authority:** Marketing function requirements override pure artistic preferences.
+- **Anti-Modern Bias:** Authority to reject contemporary digital effects or photorealistic rendering.
+
+**Face-Treatment Flags (mandatory selection):**
+
+- `painterly-contour`: Illustrative brushwork visible, not photographic
+- `realistic-actor-portrayal`: Normal human proportions with dramatic lighting
+- `commercial-appeal`: Teen/young adult demographic targeting
+- `offset-lithography-artifacts`: Subtle film grain, elevated black levels
+
+**Pose Flags (mandatory selection):**
+
+- `dynamic-diagonal`: Dramatic diagonal positioning for visual energy
+- `protective-stance`: Secondary figure supportive positioning
+- `atmospheric-integration`: Background elements seamlessly blended
+
+**Canvas Control Flags (mandatory selection):**
+
+- `strict-reframe`: Exact 27"x41" (2:3) portrait ratio enforcement
+- `balanced-composition`: 45% character, 35% atmosphere, 20% negative space
+
+**Production Authenticity Flags (mandatory selection):**
+
+- `photo-offset-lithography`: Flat multicolor plates, no CMYK rosettes
+- `uncoated-paper-stock`: Matte finish, ink absorption artifacts
+- `1970s-80s-commercial`: Period-appropriate marketing constraints
+
+**Material Physics Authority:** Substrate, tool, and binding agent specifications override aesthetic preferences. **Scale-Dependent Technique:** Viewing distance requirements affect brushwork precision and detail hierarchy. **Cultural Production Authenticity:** Indigenous and traditional methods take precedence over modern interpretations. **Quantifiers authoritative:** numeric anchors are targets. **Text policy:** Only render text if Section 8 authorizes. **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures. **Age & wardrobe guardrail:** Minors = modest; unknown age defaults to adult neutral. **Gender expression:** Respect presented. **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics. **Period Production Authenticity:** For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection. **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits. **Failure Mode Flags:** Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.). **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio (movie poster standard)** - ignore source image dimensions completely.
+- Redraw in **Tom Jung's 1970s-80s Commercial Movie Poster Style** for **27"x41" theatrical one-sheet format**.
+- Identity via dramatic actor portrayal, atmospheric composition, realistic human proportions.
+- **IP Safeguard Declaration:** Create original character designs avoiding copyrighted costume elements, logos, or trademarked symbols.
+- **Face-Treatment Flag:** `painterly-contour` + `realistic-actor-portrayal`
+- **Pose Flag:** `dynamic-diagonal`
+- **Canvas Control Flag:** `strict-reframe`
+- **Production Flag:** `photo-offset-lithography`
+- **Style Dominance:** Commercial poster illustration with realistic human figures.
+- **Mode Selector:** Theatrical movie poster.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (27"x41" theatrical one-sheet)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Extend atmospheric background elements to fill exact 2:3 ratio
+- **Spatial Allocation:** Primary characters 45% canvas focus, positioned for optimal visual impact
+- **Background Treatment:** Atmospheric elements (space, landscapes, symbolic imagery) seamlessly integrated
+- **Format Justification:** Portrait orientation maximizes character impact and hierarchical title placement
+
+**JUNG-SPECIFIC SPATIAL LOGIC:**
+
+- Primary character focus: 45% visual weight (realistic actor proportions)
+- Atmospheric background: 35% canvas allocation for genre context and mood
+- Negative space: 20% providing visual breathing room and title space
+- Diagonal emphasis: 45-60 degree dynamic angles for visual energy
+
+------
+
+## 3) Style Context & Material Authenticity
+
+- **Influences:** 1970s-80s commercial poster photography, dramatic Hollywood marketing aesthetics, studio system star presentation
+- **Medium/Production method:** Original gouache/acrylic painting reproduced via photo-offset lithography on uncoated paper stock with characteristic ink absorption and subtle film grain artifacts
+- **Thematic purpose:** Commercial movie marketing through dramatic character presentation and genre-appropriate atmospheric storytelling
+- **Hallmark motifs with specifications:**
+  1. **Realistic dramatic presentation:** Normal human proportions enhanced through dynamic lighting and atmospheric composition
+  2. **Atmospheric symbolic backgrounds:** Genre elements (space, landscapes, villain imagery) integrated symbolically
+  3. **Dynamic action positioning:** Diagonal poses at 45-60 degree angles creating visual energy with realistic anatomy
+  4. **Genre-specific color relationships:** Science fantasy (blue/orange), adventure (earth/gold), war (muted/red accents), drama (warm/romantic)
+  5. **Commercial poster hierarchy:** Clear visual flow optimized for theater marketing and audience appeal
+- **Period framing:** Late 1970s through 1980s theatrical marketing peak
+- **Tone Tag:** Dramatic, commercially appealing to teen/young adult demographics
+- **Production Era Authenticity:** Photo-offset lithography limitations, flat multicolor separation, uncoated paper absorption characteristics
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**ILLUSTRATED/PAINTED ANCHORS:**
+
+- **Line quality:** Visible brushwork marks, 2-3mm stroke width, confident directional application
+- **Color mixing:** Flat multicolor separation plates, no CMYK rosette patterns, solid color planes
+- **Texture specifications:** 3-5mm ink film thickness simulation, matte paper absorption effects
+- **Edge treatment:** Crisp costume edges, atmospheric background blending, no digital anti-aliasing
+- **Stroke economy:** Confident mark-making, minimal overworking, commercial deadline efficiency
+- **Surface depth:** Subtle film grain texture from photo-lithography process, elevated black levels from ink absorption
+
+**POSE TECHNICAL ANCHORS:**
+
+- **Head tilt:** 15-25 degrees for dynamic energy, never static frontal
+- **Shoulder-hip differential:** 20-30 degree contrapposto for dynamic stance
+- **Weight distribution:** 70% on rear leg for action positioning
+- **Gesture specificity:** Weapon/tool positioning at 45-60 degree angles for visual impact
+
+**SCALE HIERARCHY ANCHOR:** Primary characters maintaining realistic actor proportions with dramatic lighting enhancement, secondary figures 30-35% relative scale, atmospheric elements providing symbolic presence
+
+**MATERIAL AUTHENTICITY ANCHOR:** Photo-offset lithography characteristics - flat color separations, subtle hickey artifacts, paper texture interaction, no modern digital perfection
+
+**PERIOD CONSISTENCY ANCHOR:** 1970s-80s commercial poster production methods, marketing demographic targeting, studio system aesthetic requirements
+
+**CANVAS ADAPTATION ANCHOR:** Composition specifically designed for 2:3 theatrical poster format with genre-appropriate visual hierarchy
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**WARDROBE TRACKS:**
+
+- **Male characters:** Period-appropriate adventure gear, military uniforms, or genre costumes with realistic fit and proportions
+- **Female characters:** Genre-appropriate costumes maintaining period accuracy and commercial appeal
+- **Supporting characters:** Period-appropriate genre costumes reflecting film's setting and marketing needs
+
+**FABRIC BEHAVIOR:**
+
+- **Drape physics:** Natural fabric movement, action-appropriate positioning
+- **Sheen characteristics:** Matte finish appropriate to offset lithography reproduction
+- **Period accuracy:** 1970s-80s costume design aesthetic with commercial poster enhancement
+
+**ACCESSORY LIMITS:** Minimalist approach (0-2 key props), primary story element focus, secondary prop optional
+
+**COLOR PALETTE RESTRICTIONS:**
+
+- Science fantasy: Deep space blues (60%), warm skin tones (25%), energy whites (15%)
+- Adventure: Earth tones (70%), golden highlights (20%), sky blues (10%)
+- War: Muted military colors (50%), dramatic contrasts (30%), accent reds (20%)
+- Drama: Warm romantic tones (40%), atmospheric backgrounds (35%), costume colors (25%)
+
+**WARDROBE VARIATION MANDATE:** Cycle through costume variations - avoid identical repetition across iterations
+
+**GENRE-SPECIFIC THEMATIC COHERENCE:**
+
+```yaml
+science_fantasy:
+  props: [lightsaber_energy_weapons, spacecraft_silhouettes, death_star_symbols, energy_crystals, futuristic_tech]
+  wardrobe: [flowing_jedi_robes, metallic_accents, space_uniforms, dramatic_capes, period_fantasy_armor]
+  poses: [diagonal_energy_thrust, protective_stance, contemplative_positioning, dramatic_presentation]
+  typography: [chrome_metallic_lettering, dimensional_shadowing, futuristic_sans_serif, energy_glow_effects]
+  color_dominance: [deep_space_blues_60%, warm_skin_tones_25%, energy_whites_15%]
+
+adventure_pulp:
+  props: [bullwhip_coiled, fedora_hat, golden_artifacts, ancient_maps, adventure_gear]
+  wardrobe: [leather_expedition_jackets, khaki_adventure_wear, period_dresses, rugged_boots]
+  poses: [whip_action_ready, artifact_discovery, running_motion, protective_stance]
+  typography: [weathered_serif_lettering, archaeological_texture_overlays, vintage_movie_style, distressed_edges]
+  color_dominance: [earth_tones_70%, golden_highlights_20%, sky_blues_10%]
+
+war_action:
+  props: [military_weapons, dog_tags, combat_vehicles, medals_honor, tactical_gear]
+  wardrobe: [combat_fatigues, dress_uniforms, civilian_clothes, period_military_accurate]
+  poses: [salute_stance, weapon_ready_position, brotherhood_unity, memorial_respect]
+  typography: [bold_condensed_sans_serif, military_precision_spacing, stencil_influenced, patriotic_styling]
+  color_dominance: [muted_military_50%, dramatic_contrasts_30%, accent_reds_20%]
+
+romantic_drama:
+  props: [symbolic_roses, wedding_elements, love_letters, vintage_automobiles, meaningful_objects]
+  wardrobe: [flowing_period_gowns, elegant_tuxedos, romantic_accessories, soft_fabrics]
+  poses: [passionate_embrace, longing_distant_gaze, dramatic_separation, tender_moments]
+  typography: [elegant_serif_classical, romantic_script_flowing, hand_lettered_quality, sophisticated_spacing]
+  color_dominance: [warm_romantic_tones_40%, atmospheric_backgrounds_35%, costume_colors_25%]
+```
+
+**COHERENCE FILTER:** All elements support dramatic poster aesthetic with commercial appeal; fallback = clean dramatic scene
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**CANVAS NEGATIVES (≥2):**
+
+- "photorealistic screen accuracy", "modern digital effects", "HDR smoothing", "Instagram filters"
+- "cluttered floating heads composition", "CMYK rosette dot patterns", "glossy digital finish"
+- "anatomical muscle exaggeration", "fantasy barbarian proportions", "Conan-style physiques", "mythic anatomy"
+- "source image dimensions", "original aspect ratio", "literal scene depiction"
+
+**CANVAS POSITIVES (≥2):**
+
+- "exactly 2:3 theatrical poster ratio", "recomposed for 27x41 format"
+- "realistic human proportions with dramatic positioning", "normal anatomical scale enhanced by lighting and composition"
+- "photo-offset lithography texture", "flat multicolor printing", "uncoated paper absorption"
+- "visible brushwork quality", "commercial poster aesthetic", "1970s-80s production methods"
+
+**VOCABULARY WARNINGS:**
+
+- Avoid "mythic", "heroic anatomy", "Frazetta-inspired" - use "dramatic", "dynamic", "commercial"
+- Avoid "modern", "digital", "HD" - use "vintage", "analog", "painterly"
+- Avoid "exaggerated", "oversized" - use "atmospheric", "symbolic", "dramatic"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Portrait):**
+
+- **Vertical emphasis:** Character dominance with dynamic action positioning
+- **Subject allocation:** Primary characters 45% visual focus, positioned for optimal impact
+- **Hierarchical staging:** Characters > atmospheric elements > title space
+
+**JUNG-SPECIFIC COMPOSITION ANCHORS:**
+
+- **Perspective regime:** Dramatic camera angles for dynamic presentation without anatomical distortion
+- **Figure:ground ratio:** 45% character focus, 35% atmospheric background, 20% negative space for visual breathing
+- **Density specification:** Focused central composition with clear visual hierarchy, minimal peripheral clutter
+- **Lighting logic:** Dramatic directional lighting with high contrast modeling, rim-lighting effects on primary figures
+- **Detail hierarchy:** Maximum detail concentration on primary characters, atmospheric treatment for background elements
+
+**BACKGROUND TREATMENT:**
+
+- **Surface Context:** Atmospheric space environments, dramatic landscape elements, symbolic imagery
+- **Integration method:** Seamless fade techniques, no hard edge separations
+- **Scale relationships:** Atmospheric elements providing symbolic rather than literal presence
+- **Color temperature:** Cool backgrounds (blues/purples) contrasting warm character figures (oranges/yellows)
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Uncoated paper stock simulation with ink absorption characteristics
+- **Frame Policy:** No decorative frames - clean edge-to-edge composition
+- **Production Context Anchor:** Photo-offset lithography process artifacts and period printing limitations
+- **Ratio Enforcement Anchor:** All elements specifically composed for 2:3 theatrical poster format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**BINARY DECISION:** Allow typography for authentic movie poster completion
+
+**IF TYPOGRAPHY ALLOWED:**
+
+- **Ratio-Appropriate Zones:** Title placement in lower third, optimized for 2:3 reading hierarchy
+- **Copy limits:** Film title ≤4 words, tagline ≤8 words, positioned for 27"x41" viewing distance
+- **Period-Appropriate Typography:** 1970s-80s commercial poster fonts with bold, condensed characteristics
+
+**FONT RECOMMENDATIONS BY GENRE:**
+
+**Science Fantasy:**
+
+- **Primary title:** Custom chrome lettering with energy glow effects. Closest Google Font: Orbitron (futuristic display, 80% match). Better: Custom metallic rendering with light-ray extensions
+- **Secondary text:** Clean futuristic sans-serif. Closest Google Font: Exo 2 (sci-fi styling, 85% match). Better: Eurostile Extended
+
+**Adventure Pulp:**
+
+- **Primary title:** Weathered adventure serif with distressed edges. Closest Google Font: Cinzel (classical adventure, 75% match). Better: Custom distressed lettering with archaeological texture
+- **Secondary text:** Vintage movie poster style. Closest Google Font: Crimson Text (period serif, 80% match). Better: Times Roman with custom distressing
+
+**War Action:**
+
+- **Primary title:** Military stencil with bold impact. Closest Google Font: Oswald (condensed bold, 70% match). Better: Custom military stencil lettering
+- **Secondary text:** Clean military sans-serif. Closest Google Font: Source Sans Pro (utilitarian, 85% match). Better: Helvetica Bold Condensed
+
+**Romantic Drama:**
+
+- **Primary title:** Flowing script with elegant curves. Closest Google Font: Dancing Script (romantic script, 75% match). Better: Custom calligraphic lettering with period flourishes
+- **Secondary text:** Classic serif elegance. Closest Google Font: Playfair Display (elegant serif, 90% match). Better: Caslon or Garamond with custom spacing
+
+**JUNG-SPECIFIC TEXT RULES:**
+
+- **Title integration:** Bold, readable typography that complements dramatic imagery
+- **Credit hierarchy:** Standard industry format - stars > title > supporting credits
+- **Color treatment:** High contrast against background, often metallic or energy-glow effects
+- **Scale relationships:** Title size proportional to poster viewing distance requirements
+
+**PRODUCTION METHOD INTEGRATION:** Typography rendered with period offset lithography characteristics - slight registration variation, ink bleed appropriate to uncoated paper stock
+
+**FORMAT-SPECIFIC RULES:**
+
+- **Movie poster mode:** Essential title/credit information required for commercial authenticity
+- **Scale integration:** Text sizing appropriate for theatrical lobby display
+- **Reading hierarchy:** Clear information flow supporting marketing function
+
+---
diff --git a/styles/pixel_art/cps1_arcade_fighter_sprite.md b/styles/pixel_art/cps1_arcade_fighter_sprite.md
new file mode 100644
index 0000000..b2622e1
--- /dev/null
+++ b/styles/pixel_art/cps1_arcade_fighter_sprite.md
@@ -0,0 +1,219 @@
+---
+id: cps1_arcade_fighter_sprite
+group: Pixel Art
+movement: Arcade CPS-1 Pixel Art
+artist: Capcom CPS-1 Pixel Teams
+display_name: Arcade Pixel Art — CPS-1 Fighters
+style_scope: movement
+ratios:
+  - '384:224'
+ratios_status: provisional
+ratios_notes: >
+  CPS-1 fighters animate on 384×224 canvases—match that resolution to respect
+  16×16 kits and palette patches.
+modes:
+  - Fighter select portrait
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Arcade fighters were assembled from 16×16 tiles, palette patches, and 60 fps
+  animation on CPS-1 boards. We preserve that ROM-budget discipline—move lists,
+  foreshortened kicks—while debuting new combatants and stages.
+hero_image: null
+---
+
+# Arcade Fighter Style (Street Fighter II / CPS-1) - Revised
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** CPS-1 arcade hardware specs override home console limits
+- **Canvas Override Mandate:** Compose for 384×224 pixels (CPS-1 standard)
+- **Technical Measurement Authority:** "4096 colors on-screen", "16×16 sprite tiles", "ROM budget paper-scissors method", "palette patching technique"
+- **Process-Over-Result Priority:** Kit-of-parts sprite construction supersedes unified character rendering
+- **Custom Flag Authorization:** `rom-budget-discipline`, `palette-patching`, `sprite-kit-assembly`
+- **Face-Treatment Flags:** `dynamic-expression`, `anime-influenced-faces`, `athletic-proportions`
+- **Pose Flags:** `dynamic-action`, `martial-stance`, `foreshortened-power`
+- **Canvas Control Flags:** `format-native`
+- **Anti-Conventional Bias:** Embrace athletic female proportions, avoid exaggerated musculature
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **384×224 pixels** - CPS-1 arcade standard
+- Redraw in **arcade fighter sprite style** (Capcom CPS-1/SNK Neo Geo era, 1991-1999)
+- Identity via dynamic martial arts pose with athletic proportions
+- **IP Safeguard Declaration:** Original fighter design avoiding Street Fighter, Fatal Fury, King of Fighters, Darkstalkers copyrighted characters and move sets
+- Declare **Face-Treatment Flag:** `anime-influenced-faces`
+- Declare **Pose Flag:** `martial-stance`
+- **Style Dominance:** CPS-1 sprite composition (16×16 tile assembly, high color count, ROM budget constraints) override simplified design
+- **Mode Selector:** Fighter character select portrait or versus screen
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `384:224` (CPS-1 arcade resolution)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Large character sprite assembly from multiple 16×16 tiles
+- **Spatial Allocation:** Character dominates frame (60-70%), lush detailed background (30-40%)
+- **Background Treatment:** Rich parallax layers with detailed stage environments - reference Street Fighter Alpha, Darkstalkers, King of Fighters backgrounds
+- **Format Justification:** Wide arcade resolution accommodates large fighter sprites with cinematic backgrounds
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Street Fighter II (1991), Street Fighter Alpha (1995), Darkstalkers (1994), Fatal Fury (1991), King of Fighters '94, Samurai Shodown (1993)
+- **Medium/Production method:** Capcom CPS-1/CPS-2 or SNK Neo Geo arcade boards with "paper and scissors" ROM budget tracking
+- **Thematic purpose:** Competitive arcade fighting game with instant character recognition and cinematic presentation
+- **3-5 hallmark motifs:**
+  - Athletic character sprites (48-96 pixels tall) with proportionate builds
+  - 15-color sub-palettes per sprite segment allowing rich shading
+  - Lush detailed backgrounds with multiple parallax layers (see Street Fighter Alpha stages)
+  - Dynamic foreshortening and action poses
+  - Palette patching for character variants (Ryu/Ken, Mai color swaps)
+- **Period framing:** Golden age of arcade fighters (1991-1999), CPS-1/CPS-2/Neo Geo hardware
+- **Tone Tag:** Dynamic, competitive, athletic, cinematic
+## 4) Technical Method & Mark-Making
+
+- **Line quality:** Sharp pixel outlines with 1-2 pixel width for character definition
+- **Color system:** 4096 colors on-screen (CPS-1), 15-color sub-palettes per sprite section
+- **Body proportions:** Athletic builds - female fighters reference Mai Shiranui, Chun-Li, Morrigan (athletic, feminine, NOT overly muscular)
+- **Material simulation:** Sprite tile assembly using kit-of-parts methodology, palette patching for variants
+- **Scale measurements:** Character height 64-96 pixels, composed from 24-48 individual 16×16 tiles
+- **Pose Anchors:** Martial arts stances with balanced weight distribution, dynamic but not extreme
+- **Background rendering:** Lush multi-layer parallax with detailed environments - sunset skies, city streets, temple courtyards, forest stages
+- **Production Method:** ROM budget tracking via physical paper boards, tile reuse maximization
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:**
+  - **Female fighters:** Athletic wear, traditional martial arts uniforms, fantasy costumes (reference Mai Shiranui's traditional Japanese outfit, Chun-Li's qipao, Cammy's leotard, Morrigan's succubus outfit)
+  - **Male fighters:** Martial arts gi, street fighter clothing, military gear, wrestling outfits
+- **Fabric behavior:** Dynamic cloth physics implied through sprite animation, flowing scarves, capes, ribbons
+- **Body types:**
+  - **Female:** Athletic, proportionate, feminine builds - NOT bodybuilder physiques
+  - **Male:** Muscular but varied (some lean like Ryu, some bulky like Zangief)
+- **Accessory caps:** Moderate 2-3 items (headband, gloves, weapons, ornamental pieces)
+- **Color palette:** Bold saturated colors with high contrast, vibrant costume designs
+- **YAML prop pools:**
+
+```yaml
+fighter_gear_female:
+  attire: [martial_arts_gi, traditional_outfit, athletic_bodysuit, fantasy_costume]
+  accessories: [hair_ribbon, fans, gloves, ornamental_jewelry]
+  weapons: [extendable_fans, kunai, chain_whip, magical_orbs]
+  
+fighter_gear_male:
+  attire: [karate_gi, military_fatigues, wrestling_singlet, street_clothes]
+  accessories: [headband, gloves, championship_belt, throwing_stars]
+  weapons: [bo_staff, nunchaku, tonfa, chain]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "static pose"
+- "limited colors"
+- "small sprites"
+- "simplified anatomy"
+- "home console limitations"
+- "overly muscular female characters"
+- "bodybuilder physique"
+- "plain backgrounds"
+- "single layer backgrounds"
+- "minimal environmental detail"
+
+**✅ Canvas Positives:**
+
+- "exactly 384×224 pixels"
+- "CPS-1 4096-color display"
+- "16×16 tile kit construction"
+- "dynamic martial arts pose"
+- "athletic proportions"
+- "feminine builds for female fighters"
+- "lush detailed backgrounds"
+- "multi-layer parallax environments"
+- "sunset skies and detailed stages"
+- "palette patching technique"
+- "ROM budget discipline"
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+- Character dominance 60-70% of frame
+- Rich detailed backgrounds 30-40% with multiple parallax layers
+- Dynamic camera angles and dramatic foreshortening
+- Victory pose, combat-ready stance, or special move execution
+
+**BACKGROUND REQUIREMENTS:**
+
+- **Lush environmental detail:** Reference Street Fighter Alpha stages (sunset harbor, forest temple, city streets at dusk)
+- **Multiple parallax layers:** Foreground elements, mid-ground action area, detailed background depth
+- **Atmospheric effects:** Sunset gradients, rain, snow, mist, magical effects
+- **Stage variety:** Traditional temples, city rooftops, forest clearings, castle courtyards, harbor docks
+- **Color richness:** Vibrant stage colors that complement but don't overwhelm character sprites
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Dynamic camera angles with dramatic foreshortening
+- **Lighting:** Dramatic directional lighting, sunset backlighting, stage spotlights
+- **Figure:ground:** 60:40 or 70:30 character to background
+- **Environmental storytelling:** Crowds, stage hazards, weather effects, time of day
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Font recommendation:** Impact Label, Arcade Classic, SNK Neo Geo fonts, Capcom CPS-2 UI fonts
+- **UI elements:**
+  - Character name banners
+  - Health bars with gradient fills
+  - Timer display
+  - Round counter
+  - Special move notation (if applicable)
+- **Character portraits:** Small avatar portraits in UI corners
+- **Stage name display:** Brief stage identification
+
+------
+
+## Reference Character Archetypes
+
+### Female Fighters (Athletic Proportions)
+
+- **Mai Shiranui** (Fatal Fury/KOF): Athletic feminine build, traditional Japanese outfit, dynamic movement
+- **Chun-Li** (Street Fighter): Strong legs from martial arts, proportionate upper body, qipao costume
+- **Cammy** (Street Fighter): Lean athletic build, military training physique
+- **Morrigan** (Darkstalkers): Supernatural feminine proportions, flowing costume elements
+- **Athena** (KOF): Petite athletic build, magical girl aesthetic
+
+### Stage Backgrounds (Lush Detail Reference)
+
+- **Street Fighter Alpha:** Sunset harbor, forest temple with waterfalls, Brazilian favela at dusk
+- **Darkstalkers:** Gothic castle halls, moonlit graveyards, mystical dimensional spaces
+- **King of Fighters:** City streets, traditional dojos, industrial complexes, team headquarters
+- **Samurai Shodown:** Cherry blossom gardens, castle courtyards, mountain peaks, village streets
+
+------
+
+## Production Notes
+
+### Body Type Guidelines
+
+- **Female fighters:** Focus on athletic, agile builds appropriate to fighting style
+- Avoid exaggerated musculature - reference actual female martial artists and dancers
+- Maintain feminine proportions while showing athletic conditioning
+- Different fighting styles suggest different body types (speedster vs. grappler)
+
+### Background Art Priority
+
+- Backgrounds should be as detailed and lush as character sprites
+- Use full CPS-1/Neo Geo color capabilities for environmental richness
+- Create depth through parallax layering (3-5 layers typical)
+- Environmental storytelling through background details (crowds, weather, time of day)
+
+### Animation Considerations
+
+- Sprites designed for fluid animation (8-16 frames per action typical)
+- Dynamic hair and clothing movement
+- Special effects integration (fireballs, energy attacks, impact effects)
+- Victory poses and taunts for personality
+
+---
+
+- 
diff --git a/styles/pixel_art/hd2d_octopath_style.md b/styles/pixel_art/hd2d_octopath_style.md
new file mode 100644
index 0000000..44063aa
--- /dev/null
+++ b/styles/pixel_art/hd2d_octopath_style.md
@@ -0,0 +1,122 @@
+---
+id: hd2d_octopath_style
+group: Pixel Art
+movement: Hybrid HD-2D Pixel Art
+artist: HD-2D Art Teams
+display_name: HD-2D Pixel Art — Octopath Traveler
+style_scope: movement
+ratios:
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  HD-2D scenes blend sprites with 16:9 depth-of-field dioramas—compose
+  widescreen so bokeh and bloom sit correctly.
+modes:
+  - HD-2D portrait
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  HD-2D fuses 16-bit sprites with Unreal Engine lighting—tilt-shift villages,
+  volumetric rays, and high-resolution textures. We honor that fusion while
+  inventing new travelers, summons, and vignette stages.
+hero_image: null
+---
+
+## HD-2D Style (Octopath Traveler)
+
+### 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Modern rendering technology applied to retro sprite aesthetic
+- **Canvas Override Mandate:** Compose for 16:9 HD ratio (1920×1080 recommended)
+- **Technical Measurement Authority:** "16-bit style sprites", "Unreal Engine 4 effects", "depth-of-field bokeh", "dynamic lighting layers"
+- **Process-Over-Result Priority:** Modern rendering effects + pixel sprites supersedes pure 2D
+- **Custom Flag Authorization:** `tilt-shift-diorama`, `3d-lighting-on-2d`, `particle-bloom-effects`
+- **Face-Treatment Flags:** `anime-pixel-hybrid`, `modern-lighting-applied`
+- **Pose Flags:** `heroic-rpg-stance`, `dramatic-lighting`
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to **16:9 HD ratio** (1920×1080 standard) - ignore source dimensions
+- Create **HD-2D hybrid style** combining **16-bit character sprites + 3D environments + modern rendering effects**
+- Identity via nostalgic pixel sprite within cinematic 3D world
+- **IP Safeguard Declaration:** Original character avoiding Octopath Traveler, Triangle Strategy copyrighted designs
+- **Style Dominance:** Modern rendering technology (Unreal Engine 4+ effects) applied to retro 16-bit sprite aesthetic
+- **Mode Selector:** HD-2D RPG character portrait
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `16:9` (1920×1080 HD)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Cinematic widescreen with pixel sprite character
+- **Spatial Allocation:** Character centered with 3D environment depth
+- **Background Treatment:** Full 3D rendered environments with tilt-shift diorama effects
+- **Format Justification:** HD widescreen showcases contrast between pixel sprites and detailed 3D worlds
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Octopath Traveler (2018), Triangle Strategy (2022), Live A Live remake (2022)
+- **Medium/Production method:** Unreal Engine 4/5 with custom 2D sprite + 3D environment pipeline
+- **Thematic purpose:** Nostalgic 16-bit aesthetic enhanced with modern cinematic technology
+- **3-5 hallmark motifs:**
+  - 16-bit character sprites (32×48 pixels typical) in 3D environments
+  - Depth-of-field bokeh effects creating miniature diorama appearance
+  - Dynamic lighting casting real-time shadows on sprites
+  - Particle effects (magic, weather, atmospheric dust)
+  - Bloom and lens flare effects for magical atmosphere
+- **Period framing:** Modern retro-revival (2018-present), HD gaming era
+- **Tone Tag:** Nostalgic yet modern, dramatic, magical, cinematic
+## 4) Technical Method & Mark-Making
+
+- **Material simulation:** 2D pixel sprites with 3D normal mapping for dynamic lighting response
+- **Depth rendering:** Layered composition with camera depth-of-field, tilt-shift miniature effect
+- **Modern effects:** Bloom, ambient occlusion, volumetric lighting, particle systems, screen-space reflections
+- **Scale measurements:** 16-bit sprite resolution (24-48 pixels tall) in HD 1920×1080 environment
+- **Lighting:** Dynamic real-time lighting with shadow casting, ambient occlusion, god rays
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Fantasy JRPG robes, armor, merchant clothes, noble attire
+- **Fabric behavior:** Pixel sprite animation with 3D lighting interaction
+- **YAML prop pools:**
+
+```yaml
+hd2d_equipment:
+  weapons: [enchanted_sword, magic_staff, holy_bow, elemental_daggers]
+  armor: [traveler_cloak, knight_plate, scholar_robe, thief_leather]
+  magical: [glowing_pendant, rune_book, crystal_orb, elemental_stone]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Negatives:**
+
+- "flat 2D only"
+- "no lighting effects"
+- "pure pixel art"
+- "8-bit style"
+
+**✅ Positives:**
+
+- "16:9 HD resolution"
+- "16-bit sprite + 3D environment"
+- "depth-of-field bokeh"
+- "dynamic lighting on sprites"
+- "particle effects"
+- "tilt-shift diorama"
+- "Unreal Engine rendering"
+## 7) Composition & Lighting Patterns
+
+- 3D rendered fantasy environments (castles, libraries, forests)
+- Tilt-shift camera creating miniature diorama effect
+- Character 40% with dramatic environmental depth
+- Volumetric lighting and atmospheric particles
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Font recommendation:** Fantasy pixel fonts (EB Garamond Pixel, Triforce), modern UI fonts for menus
+- HD text rendering with retro pixel font aesthetic
+- Character dialogue boxes with translucent backgrounds
+- Status displays using pixel-style numerals
+
+------
diff --git a/styles/pixel_art/isometric_pixel_rpg_tactical.md b/styles/pixel_art/isometric_pixel_rpg_tactical.md
new file mode 100644
index 0000000..1b16cf6
--- /dev/null
+++ b/styles/pixel_art/isometric_pixel_rpg_tactical.md
@@ -0,0 +1,226 @@
+---
+id: isometric_pixel_rpg_tactical
+group: Pixel Art
+movement: Isometric Tactical Pixel Art
+artist: Isometric RPG Studios
+display_name: Isometric Pixel Art — Tactical RPG
+style_scope: movement
+ratios:
+  - '2:1'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Isometric maps rely on 2:1 tiles laid out across modern 16:9 canvases—choose
+  these ratios for grid accuracy and HUD space.
+modes:
+  - Tactical RPG unit sheet
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Isometric SRPGs balance 2:1 diamonds, elevation shading, and sprite
+  readability. We keep the tile math, height ramps, and UI gutters while
+  designing new squads, abilities, and battlefields.
+hero_image: null
+---
+
+## Isometric Pixel RPG Style
+
+### 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Isometric projection and tactical grid override perspective freedom
+- **Canvas Override Mandate:** Compose for isometric grid (2:1 pixel ratio typical)
+- **Technical Measurement Authority:** "16×16 isometric tiles", "2:1 projection angle", "tactical grid alignment"
+- **Process-Over-Result Priority:** Isometric tile system and grid-locked positioning supersede free camera
+- **Custom Flag Authorization:** `isometric-2to1-projection`, `tactical-grid-overlay`, `unit-sprite-sheets`
+- **Face-Treatment Flags:** `isometric-projected`, `tile-grid-aligned`, `tactical-readable`
+- **Pose Flags:** `tactical-stance`, `unit-idle-walk-attack`
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to **isometric projection** with 2:1 pixel ratio - ignore source dimensions
+- Redraw in **isometric pixel RPG style** for **tactical strategy gameplay**
+- Identity via recognizable unit archetype with tactical grid silhouette
+- **IP Safeguard Declaration:** Original unit designs avoiding Final Fantasy Tactics, Fire Emblem, Tactics Ogre copyrighted characters
+- Declare **Face-Treatment Flag:** `isometric-projected`
+- Declare **Pose Flag:** `tactical-stance`
+- **Style Dominance:** Isometric tile system and tactical readability override realistic proportions
+- **Mode Selector:** Tactical RPG unit sprite sheet
+
+- **Resolution:** 256×224 pixels typical
+- **Colors:** 256 on-screen from 32,768 master palette
+- **Tiles:** 16×16 or 32×32 sprite units
+- **Sprites:** 128 total, 32 per scanline
+- **Effects:** Mode 7 rotation, transparency, sprite scaling
+- **Palette System:** 8 dedicated sprite palettes, 15 colors each
+
+### Arcade Power (CPS-1)
+
+- **Resolution:** 384×224 pixels standard
+- **Colors:** 4096+ simultaneous colors
+- **Construction:** Kit-of-parts 16×16 tile assembly
+- **Memory:** ROM budget tracking, palette patching technique
+- **Production:** "Paper and scissors" asset management
+- **Sprites:** Large composite characters from tile kits
+
+### Modern Hybrid (HD-2D)
+
+- **Resolution:** 1920×1080 HD (16:9)
+- **Style:** 16-bit pixel sprites + 3D environments
+- **Effects:** Depth-of-field, dynamic lighting, particles, bloom
+- **Engine:** Unreal Engine 4/5 rendering pipeline
+- **Aesthetic:** Tilt-shift diorama, nostalgic meets cinematic
+
+### Isometric Strategy
+
+- **Projection:** 2:1 isometric angle (30° view)
+- **Tiles:** 16×16 or 32×16 base units
+- **Grid:** Tactical overlay, elevation stacking
+- **Sprites:** Multi-frame sheets (idle, walk, attack, victory)
+- **Scale:** Unit height 16-32 pixels for readability
+
+------
+
+## 📋 Production Method Guidelines
+
+### NES-Era Development (1983-1994)
+
+- Strict tile-based construction (8×8 units)
+- Bank switching for sprite variety
+- Palette patching for character variants
+- Attribute table awareness for backgrounds
+- ROM budget discipline
+
+- Enhanced color palettes and gradients
+- Mode 7 rotation effects
+- Transparency and layering
+- Larger sprite compositions
+- Cross-platform asset optimization
+
+### Arcade Development (1991-1999)
+
+- "Paper and scissors" ROM tracking
+- Kit-of-parts sprite assembly
+- Palette swapping for efficiency
+- Symmetry exploitation for memory
+- High-detail facial animation
+
+### Modern Pixel Art (2000-Present)
+
+- HD-2D hybrid rendering
+- Modern engine integration
+- Nostalgia-driven design choices
+- Indie aesthetic revival
+- AI-assisted sprite generation
+
+------
+
+**Framework Implementation Notes:**
+
+1. **Historical Accuracy:** All prompts reference documented hardware limitations and production methods
+2. **Technical Precision:** Quantified measurements override aesthetic descriptions
+3. **IP Protection:** Original character designs required, avoid copyrighted game elements
+4. **Canvas Control:** Native hardware resolutions enforced per era
+5. **Material Authenticity:** Period-accurate rendering artifacts mandatory
+6. **Production Methods:** Techniques like bank switching, palette patching, ROM budgeting preserved
+7. **Validation:** Silent checklist ensures all 8 framework sections complete
+8. **Failure Prevention:** Anti-patterns identified to avoid modern rendering defaults
+
+**Usage Guidelines:**
+
+- Choose style based on target aesthetic and hardware era
+- Combine renderer-agnostic adapter with full 8-section framework
+- Maintain historical production method authenticity
+- Verify IP safeguards for original character designs
+- Test against validation checklist before generation
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** Variable (isometric scene composition, typically 4:3 or 16:9 for scene)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Isometric grid alignment with 2:1 tile projection
+- **Spatial Allocation:** Multiple unit sprites on isometric terrain tiles
+- **Background Treatment:** Isometric architecture (castles, villages) with height elevation
+- **Format Justification:** Isometric projection provides tactical clarity and strategic depth visualization
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Final Fantasy Tactics (1997), Tactics Ogre (1995), Fire Emblem (GBA/DS), Disgaea (2003)
+- **Medium/Production method:** Isometric tile-based rendering with unit sprite sheets (idle, walk, attack, victory)
+- **Thematic purpose:** Strategic RPG unit presentation with class-based visual hierarchy
+- **3-5 hallmark motifs:**
+  - 2:1 isometric projection with consistent 30° viewing angle
+  - 16×16 or 32×16 pixel base tiles for units
+  - Multi-frame sprite sheets (4-8 frames per action)
+  - Tactical grid overlay (subtle or explicit)
+  - Height elevation through isometric stacking
+- **Period framing:** Isometric strategy RPG era (1995-present)
+- **Tone Tag:** Strategic, tactical, fantasy warfare, unit-based
+## 4) Technical Method & Mark-Making
+
+- **Line quality:** Crisp pixel outlines optimized for isometric viewing angle
+- **Color system:** 16-bit to 32-bit palette with class-based color coding
+- **Texture:** Tile-based dithering, elevation shading, terrain textures
+- **Perspective regime:** Strict 2:1 isometric projection, no camera rotation
+- **Grid alignment:** All sprites and tiles snap to isometric grid
+- **Detail hierarchy:** Unit silhouettes readable at tactical zoom (16-32 pixel height)
+- **Sprite composition:** Multi-pose sprite sheets with consistent pivot points
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Medieval fantasy classes (knight, mage, archer, cleric, thief, villager)
+- **Fabric behavior:** Class-distinctive armor and robes
+- **Color palette:** Team-based color coding, class archetypes
+- **YAML prop pools:**
+
+```yaml
+tactical_units:
+  melee: [knight_lance, swordsman_blade, monk_fists, dragoon_spear]
+  ranged: [archer_bow, mage_staff, gunner_rifle, summoner_orb]
+  support: [white_mage_staff, bard_lute, dancer_ribbon, chemist_items]
+  special: [ninja_shuriken, samurai_katana, priest_tome, necromancer_skull]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Negatives:**
+
+- "first-person perspective"
+- "free camera rotation"
+- "3D smooth rendering"
+- "non-grid alignment"
+- "perspective distortion"
+
+**✅ Positives:**
+
+- "2:1 isometric projection"
+- "16×16 tile grid locked"
+- "tactical unit sprites"
+- "class-based archetypes"
+- "elevation stacking"
+- "sprite sheet animation"
+## 7) Composition & Lighting Patterns
+
+- Isometric battlefield with terrain elevation
+- Multiple unit sprites showing class variety
+- Tactical grid subtle or explicit overlay
+- Fantasy architecture (castles, bridges, forests)
+- Character:environment 50:50 for tactical context
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Font recommendation:** Pixel Operator, Final Fantasy Tactics UI, tactical serif fonts
+- Unit status displays (HP, MP, class name)
+- Damage numbers in combat
+- Dialogue boxes for story cutscenes
+
+------
+
+## 🎨 Style-Family Technical Specifications Summary
+
+- **Resolution:** 256×240 pixels (4:3 display)
+- **Colors:** 54-color master palette, 13 on-screen maximum
+- **Tiles:** 8×8 pixel base unit, 256 tiles per VRAM bank
+- **Sprites:** 64 total, 8 per scanline limit
+- **Palette System:** 4 background + 4 sprite sub-palettes, 3 unique + 1 transparent each
+- **Constraints:** Attribute table 16×16 blocking, sprite flicker, bank switching
diff --git a/styles/pixel_art/nes_8bit_sprite_256x240.md b/styles/pixel_art/nes_8bit_sprite_256x240.md
new file mode 100644
index 0000000..a69dad3
--- /dev/null
+++ b/styles/pixel_art/nes_8bit_sprite_256x240.md
@@ -0,0 +1,208 @@
+---
+id: nes_8bit_sprite_256x240
+group: Pixel Art
+movement: NES 8-bit Pixel Art
+artist: NES PPU Developers
+display_name: NES Pixel Art — 8-Bit Sprites
+style_scope: movement
+ratios:
+  - '256:240'
+ratios_status: provisional
+ratios_notes: >
+  NES sprites render at 256×240; honoring that pixel grid preserves
+  attribute-table quirks and scanline flicker.
+modes:
+  - Game sprite
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  NES artists mapped heroes onto 8×8 tiles, three-color palettes, and flickering
+  scanlines. We lock to that 1983–1994 hardware—attribute tables, sprite
+  budgets—and dream up new mascots ready for a CRT.
+hero_image: null
+---
+
+# **Pixel Art Style Prompts - Museum-Grade Framework v2.0**
+
+**Version:** 2.0
+ **Purpose:** Comprehensive framework enforcing hardware-accurate pixel art generation through period-specific technical constraints and authentic production methods from gaming history (1983-present).
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **256×240 pixels** - ignore source image dimensions completely
+- Redraw in **8-bit NES sprite style** for **CRT television display (1983-1994 era)**
+- Identity via chunky 8×8 tile silhouette and restricted 3-color sprite palette
+- **IP Safeguard Declaration:** Original character design avoiding copyrighted Nintendo/Capcom/Konami sprites and game-specific iconography
+- Declare **Face-Treatment Flag:** `sprite-grid-locked`
+- Declare **Pose Flag:** `frontal-rigid` or `power-stance`
+- Declare **Canvas Control Flag:** `format-native`
+- **Style Dominance:** NES hardware constraints (64 sprite tile limit, 8 per scanline, 4 sprite sub-palettes, attribute table blocking) override realistic rendering
+- **Mode Selector:** Game sprite
+
+### 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** 16-bit hardware specifications override modern rendering techniques
+- **Canvas Override Mandate:** Compose for 256×224 pixels (SNES native resolution)
+- **Technical Measurement Authority:** "32,768 color palette", "256 on-screen colors", "15-color sub-palettes", "Mode 7 rotation" override descriptive language
+- **Process-Over-Result Priority:** Hardware sprite layering and Mode 7 effects supersede 3D rendering
+- **Custom Flag Authorization:** `mode-7-rotation`, `transparency-effects`, `sprite-scaling`
+- **Face-Treatment Flags:** `anime-pixel-style`, `gradient-dithering`, `soft-pixel-edges`
+- **Pose Flags:** `contrapposto`, `heroic-stance`, `battle-ready`
+- **Canvas Control Flags:** `format-native`
+
+- **
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `256:240` (NES native resolution, displays as 4:3)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Strict 8×8 tile grid alignment, no sub-pixel positioning
+- **Spatial Allocation:** Character centered in 256×240 viewport, tile-aligned to prevent sub-pixel shimmer
+- **Background Treatment:** Modular 16×16 attribute blocks with 4 palette maximum, repeating tile patterns
+- **Format Justification:** Native NES resolution ensures authentic hardware tile system and scanline limitations
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Super Mario Bros. (1985), The Legend of Zelda (1986), Mega Man (1987), Donkey Kong (1981), Punch-Out!! (1987)
+- **Medium/Production method:** NES Picture Processing Unit (PPU) rendering via 8×8 tile construction with strict VRAM constraints
+- **Thematic purpose:** Authentic NES-era gaming (1983-1994) with chunky pixel aesthetic
+- **3-5 hallmark motifs with quantified specifications:**
+  - 8×8 pixel tile construction with visible chunky grid structure
+  - 54-color NES master palette with maximum 13 on-screen (4 background palettes × 3 colors + 4 sprite palettes × 3 colors + 1 shared)
+  - 3 unique colors + 1 transparent color per sprite sub-palette (Mario: red cap, brown hair, tan skin)
+  - Flat color fills only - NO gradients, NO dithering, NO anti-aliasing
+  - 16×16 attribute table color blocking creating visible checkerboard palette boundaries
+- **Period framing:** Early console gaming era (1983-1994), NES cartridge limitations
+- **Tone Tag:** Chunky, iconic, high-contrast, geometric, simplified
+- **Production Era Authenticity:** NES tile system with ROM budget constraints and bank switching techniques
+## 4) Technical Method & Mark-Making
+
+- **Line quality with tool marks:** Chunky blocky edges aligned to 8×8 grid, single-pixel width, hard 90-degree corners, absolutely NO anti-aliasing
+- **Color mixing methods:** Flat color fills ONLY - no gradients, no blending, no dithering; NES 54-color master palette exclusively
+- **Texture thickness specifications:** Pure flat pixel blocks with no depth simulation - Super Mario Bros. flatness reference
+- **Edge treatment:** Hard tile boundaries aligned to 8×8 grid, jagged edges acceptable and authentic
+- **Stroke economy with directional requirements:** Extreme minimalism due to 256-tile VRAM limit - geometric simplification like Mega Man
+- **Surface depth measurements:** Completely flat 2D plane - no shading gradients, only solid color separation
+- **Detail hierarchy with proportional specifications:** Character 12-24 pixels height typical (Mario-sized), faces reduced to 2-3 pixel eyes, simplified geometric shapes
+- **Material simulation with authentic characteristics:** Raw NES PPU output - chunky pixels like Donkey Kong, Punch-Out!! character sizing
+- **Pose Anchors:** Character fits within 8-16 sprite tiles total, frontal or profile view typical
+- **Scale Hierarchy Anchor:** 8×8 tile base unit mandatory, all elements tile-grid aligned
+- **Material Authenticity Anchor:** Pure pixel-stepped output with visible tile construction
+- **Period Consistency Anchor:** All elements conform to 1983-1994 NES hardware specifications - reference Phantasy Star portraits for face detail limits
+- **Production Method Anchor:** Tile-based construction like Super Mario Bros. level design
+- **Canvas Adaptation Anchor:** Composition optimized for 256×240 with severe sprite budget constraints
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Simplified iconic outfits reduced to 3-color sprite palette blocks, tile-efficient designs
+- **Fabric behavior:** No draping physics, static tile-based chunky shapes
+- **Accessory caps:** Minimalist 0-1 items due to strict tile and palette limits
+- **Color palette restrictions:** NES master palette only (54 colors total), 3 unique + 1 transparent per sprite
+- **Wardrobe variation required:** Palette patching technique (reuse base sprite with different color assignment)
+- **Props:** Maximum 1 hero prop using separate 8×8 sprite tiles
+- **Coherence filter:** All elements support NES hardware limitations
+- **YAML prop pools:**
+
+```yaml
+nes_hero_props:
+  weapons: [sword_8x16_tiles, shield_8x8_tiles, bow_8x8_tiles]
+  power_ups: [mushroom_8x8, star_8x8, heart_8x8]
+  tools: [key_8x8, bomb_8x8, potion_8x8]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives (≥2):**
+
+- "smooth gradients"
+- "anti-aliased edges"
+- "soft shading"
+- "dithering patterns"
+- "photorealistic detail"
+- "sub-pixel rendering"
+- "color blending"
+- "more than 54 total colors"
+- "more than 3 colors per sprite"
+- "tiles smaller than 8×8 pixels"
+- "CRT effects or scan lines"
+- "decorative frames or borders"
+- "modern post-processing"
+
+**✅ Canvas Positives (≥2):**
+
+- "exactly 256×240 pixels"
+- "8×8 tile grid locked"
+- "chunky blocky pixels like Super Mario Bros"
+- "flat color fills only"
+- "NES 54-color master palette"
+- "3 unique colors + transparent per sprite"
+- "16×16 attribute table blocking"
+- "visible tile construction"
+- "geometric simplification like Mega Man"
+- "hard pixel edges"
+- "no anti-aliasing whatsoever"
+
+**Vocabulary warnings:** Avoid "smooth", "gradient", "realistic", "detailed", "anti-aliased", "blended", "CRT filter", "frame border" - these violate authentic NES hardware output
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS:**
+
+- 256×240 NES viewport with strict tile-based scene construction
+- Character dominance ≥60% for platformers, ≥40% for adventure games
+- Hierarchical staging with 16×16 attribute block palette awareness
+- Background constructed from repeating 8×8 tiles with 4 palette maximum
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective regime:** Flat 2D or simple parallax scrolling (single background layer typical)
+- **Grid/symmetry:** Strict 8×8 tile alignment mandatory
+- **Figure:ground %:** 60:40 typical for action games, 50:50 for RPGs
+- **Density %:** Minimal due to 64 sprite tile on-screen limit
+- **Lighting logic:** Flat top-down lighting or simple directional with hard shadows
+- **Detail:negative space ratio:** High negative space required for sprite budget management
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Raw gameplay screen, no decorative framing
+- **Frame/Band Anchor:** FORBIDDEN - no presentation frames, borders, or CRT effects; only authentic in-game HUD (score, lives, time displays)
+- **Production Context Anchor:** NES cartridge graphics with tile-based VRAM rendering
+- **Ratio Enforcement Anchor:** 256×240 native resolution, pure pixel output without post-processing
+## 8) Typography & Text Integration (If Historically Present)
+
+### 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Compose for 256×240 pixel resolution (4:3 display ratio)
+- **Style over likeness:** Character recognition via 8×8 tile-based iconic silhouette
+- **Technical Measurement Authority:** "54-color NES master palette", "8 sprites per scanline", "16×16 attribute blocks", "3 unique colors + 1 transparent per sprite palette" override descriptive language
+- **Process-Over-Result Priority:** Tile-based construction and hardware palette restrictions supersede smooth rendering
+- **Custom Flag Authorization:** `sprite-flicker-authentic`, `attribute-table-blocking`, `bank-switching-tiles`
+- **Anti-Conventional Bias:** Embrace sprite flicker, color banding, tile repetition as authentic features
+- **Face-Treatment Flags:** `pixel-stepped`, `palette-limited-8bit`, `sprite-grid-locked`
+- **Pose Flags:** `frontal-rigid`, `power-stance`
+- **Canvas Control Flags:** `format-native`
+- **Material Physics Authority:** CRT phosphor simulation with NTSC color bleeding
+- **Scale-Dependent Technique:** Readable at 256×240, designed for CRT viewing distance
+- **Quantifiers authoritative:** 8×8 tile unit, 54-color palette, 64 sprite maximum are hard limits
+- **Text policy:** Only 8×8 pixel font tiles if Section 8 authorizes
+- **Safety/IP:** No copyrighted game characters, no trademarked logos
+- **Material authenticity:** Pure hardware rendering, no modern post-processing
+- **Period Production Authenticity:** NES-era (1983-1994) tile system with characteristic limitations
+- **Composition boundaries:** No frames outside canvas; authentic HUD/box art only
+- **Failure Mode Flags:** Avoid smooth gradients, anti-aliasing, unlimited color defaults
+
+- **Binary:** Allow for authentic 8×8 pixel font tiles
+- **If allowed:**
+  - **Ratio-Appropriate Zones:** Text limited to HUD areas or dialogue boxes
+  - **Copy limits:** ≤4 words typical per text box, tile-based character rendering
+  - **Period-Appropriate Typography:** 8×8 tile-based bitmap fonts only
+  - **Font recommendation:** Press Start 2P (Google Font, 95% authentic NES match) or Pixel Emulator (100% period-accurate)
+- **Format-Specific Text Rules:** Game sprite mode = minimal text; use for status display or power-up names only
+- **Historical accuracy:** Fonts must use 8×8 tile grid with NES palette limitations
+- **Production Method Integration:** Text rendered as sprite tiles consuming VRAM budget
+
+------
diff --git a/styles/pixel_art/snes_16bit_jrpg_pixel.md b/styles/pixel_art/snes_16bit_jrpg_pixel.md
new file mode 100644
index 0000000..5b441cc
--- /dev/null
+++ b/styles/pixel_art/snes_16bit_jrpg_pixel.md
@@ -0,0 +1,117 @@
+---
+id: snes_16bit_jrpg_pixel
+group: Pixel Art
+movement: SNES JRPG Pixel Art
+artist: SNES Pixel Studios
+display_name: SNES Pixel Art — 16-Bit JRPG Portraits
+style_scope: movement
+ratios:
+  - '256:224'
+ratios_status: provisional
+ratios_notes: >
+  SNES JRPG portraits lived on the 256×224 canvas; keep that resolution so Mode
+  7 effects and 15-color palettes behave correctly.
+modes:
+  - RPG character portrait
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  SNES JRPG sprites joined 32,768-color palettes with anime expressions and Mode
+  7 backdrops. We keep the 256×224 canvas, 15-color sub-palettes, and gradient
+  dithering while summoning new party members.
+hero_image: null
+---
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **256×224 pixels** - ignore source dimensions
+- Redraw in **16-bit SNES JRPG style** for **enhanced console graphics (1990-1998 era)**
+- Identity via anime-influenced sprite design with expanded color palette
+- **IP Safeguard Declaration:** Original character avoiding Final Fantasy, Chrono Trigger, Secret of Mana copyrighted designs
+- Declare **Face-Treatment Flag:** `anime-pixel-style`
+- Declare **Pose Flag:** `heroic-stance`
+- Declare **Canvas Control Flag:** `format-native`
+- **Style Dominance:** SNES hardware advantages (256 colors, transparency, Mode 7) override 8-bit limitations while maintaining pixel aesthetic
+- **Mode Selector:** RPG character portrait
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `256:224` (SNES native resolution)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Flexible sprite positioning with 16×16 tile alignment
+- **Spatial Allocation:** Character portrait centered with RPG menu frame potential
+- **Background Treatment:** Mode 7 rotation-capable backgrounds, multiple parallax layers
+- **Format Justification:** SNES resolution allows detailed anime-style character sprites with rich environments
+## 3) Style Context & Material Authenticity
+
+- **Influences:** Final Fantasy VI (1994), Chrono Trigger (1995), Secret of Mana (1993), Breath of Fire II (1994)
+- **Medium/Production method:** SNES Mode 1-7 rendering with transparency and sprite priority layering
+- **Thematic purpose:** Fantasy RPG character evolution from 8-bit to 16-bit anime aesthetics
+- **3-5 hallmark motifs:**
+  - 16×16 or 32×32 sprite tile construction
+  - 256 simultaneous colors from 32,768 master palette
+  - Gradient dithering for smooth color transitions
+  - Anime-influenced facial features with expressive eyes
+  - Mode 7 rotation effects for dramatic backgrounds
+- **Period framing:** 16-bit JRPG golden era (1990-1998), Super Nintendo Entertainment System
+- **Tone Tag:** Whimsical, heroic, anime-influenced, fantasy adventure
+## 4) Technical Method & Mark-Making
+
+- **Line quality:** Clean pixel edges with selective interior anti-aliasing
+- **Color system:** 256 on-screen from 32,768 palette, 15-color sprite sub-palettes
+- **Texture:** Gradient dithering (checkerboard patterns), transparency effects, Mode 7 pseudo-3D
+- **Detail hierarchy:** Anime facial features (large eyes, expressive mouth), detailed costume elements
+- **Material simulation:** SNES rendering with reduced color bleeding, transparency layers
+- **Pose Anchors:** Dynamic RPG battle stances, character height 32-48 pixels typical
+- **Scale measurements:** 16×16 base tile unit, detailed 32×32 character heads
+## 5) Wardrobe, Props & Setting Conventions
+
+- **Wardrobe tracks:** Fantasy RPG archetypes (wizard robes, knight armor, rogue leathers)
+- **Fabric behavior:** Implied cape flutter, armor plates suggested through sprite animation
+- **Accessory caps:** Moderate 2-3 items (staff, sword, shield, hat)
+- **Color palette:** SNES 15-color sub-palettes allowing detailed costume variation
+- **YAML prop pools:**
+
+```yaml
+jrpg_equipment:
+  weapons: [crystal_sword, magic_staff, bow_and_arrow, dual_daggers]
+  armor: [plate_mail, mage_robe, leather_armor, royal_crown]
+  accessories: [magic_pendant, shield, spell_book, potion_belt]
+```
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Negatives:**
+
+- "8-bit limitations"
+- "solid color fills only"
+- "no transparency"
+- "no rotation"
+- "chunky NES style"
+
+**✅ Positives:**
+
+- "exactly 256×224 pixels"
+- "SNES 256-color display"
+- "gradient dithering"
+- "Mode 7 rotation capable"
+- "anime-influenced design"
+- "transparency effects"
+## 7) Composition & Lighting Patterns
+
+- Multiple parallax scrolling layers (3-4 typical)
+- Mode 7 rotation for dramatic camera angles
+- Character:background 70:30 for character focus
+- Fantasy environments (castles, forests, crystal caves)
+## 8) Typography & Text Integration (If Historically Present)
+
+- **Font recommendation:** Final Fantasy menu fonts, Pixel Operator (Google Font), Dragon Warrior-style serif pixels
+- Dialogue boxes with border ornaments
+- Character name displays with fantasy typography
+
+------
diff --git a/styles/pixel_art/vga_lucasarts_adventure.md b/styles/pixel_art/vga_lucasarts_adventure.md
new file mode 100644
index 0000000..1207004
--- /dev/null
+++ b/styles/pixel_art/vga_lucasarts_adventure.md
@@ -0,0 +1,219 @@
+---
+id: vga_lucasarts_adventure
+group: Pixel Art
+movement: VGA Adventure Pixel Art
+artist: LucasArts SCUMM Artists
+display_name: VGA Pixel Art — LucasArts Adventure
+style_scope: movement
+ratios:
+  - '320:200'
+ratios_status: provisional
+ratios_notes: >
+  LucasArts SCUMM rooms render at 320×200 VGA—stick to that chunky ratio so
+  dithering patterns stay authentic.
+modes:
+  - Adventure game scene
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  LucasArts adventure rooms breathe with 320×200 VGA pixels, checkerboard
+  dithering, and verb menus. We keep the SCUMM-era constraints while crafting
+  new point-and-click locales, props, and inventory puzzles.
+hero_image: null
+---
+
+# LucasArts Adventure Style (SCUMM Engine) - Pixel Art Enforced
+
+  ## 🔧 Renderer-Agnostic Adapter
+
+  - **Constraint precedence:** VGA pixel grid and color limitations override smooth rendering
+  - **Canvas Override Mandate:** Compose for 320×200 pixels (VGA mode 13h) with VISIBLE PIXEL GRID
+  - **Technical Measurement Authority:** "320×200 VGA resolution", "256-color palette limit", "visible chunky pixels", "dithering only for gradients"
+  - **Process-Over-Result Priority:** VGA pixel constraints and SCUMM engine limitations supersede modern digital painting
+  - **Custom Flag Authorization:** `vga-pixel-grid-visible`, `256-color-limit-strict`, `dithered-shading-only`
+  - **Anti-Conventional Bias:** Reject smooth gradients, photoshop rendering, unlimited resolution
+  - **Face-Treatment Flags:** `pixel-cartoon-style`, `vga-limited-colors`, `chunky-expressive`
+  - **Pose Flags:** `mid-gesture`, `pixel-animated-frames`
+  - **Canvas Control Flags:** `format-native`
+  - **Material authenticity:** Pure VGA pixel output, no smooth digital painting
+## 1) Core Instruction & Likeness Mandate
+
+  - **CANVAS OVERRIDE:** Recompose to exactly **320×200 pixels** with VISIBLE CHUNKY PIXEL GRID
+  - Redraw in **VGA pixel art style** for **SCUMM engine point-and-click games (1987-1998)**
+  - Identity via pixel-based cartoon caricature with limited color palette
+  - **IP Safeguard Declaration:** Original character avoiding Guybrush, Sam, Max, Maniac Mansion, Day of the Tentacle copyrighted designs
+  - Declare **Face-Treatment Flag:** `pixel-cartoon-style`
+  - Declare **Pose Flag:** `mid-gesture`
+  - **Style Dominance:** VGA pixel limitations (320×200 resolution, 256 colors, visible pixels) override smooth digital painting
+  - **Mode Selector:** Adventure game pixel art scene
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO SELECTION:** `320:200` (VGA mode 13h)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** VGA pixel grid with dithered backgrounds
+  - **Spatial Allocation:** Room-based scene with pixel-limited character sprites
+  - **Background Treatment:** Pixel art backgrounds using dithering patterns for depth
+  - **Format Justification:** 320×200 VGA resolution creates authentic chunky pixel aesthetic
+## 3) Style Context & Material Authenticity
+
+  - **Influences:** Monkey Island 1-2 (1990-91), Day of the Tentacle (1993), Sam & Max (1993), Full Throttle (1995), Indiana Jones (1989-1992)
+  - **Medium/Production method:** VGA pixel art with 256-color palette limitation and visible pixel grid
+  - **Thematic purpose:** Point-and-click adventure with chunky VGA pixel aesthetic
+  - **3-5 hallmark motifs:**
+    - **Visible chunky pixels** - countable pixel blocks like original VGA games
+    - **256-color VGA palette** - strict color limitation with dithering for gradients
+    - **Pixel-based backgrounds** - dithered shading, not smooth gradients
+    - **Chunky character sprites** - visible pixel construction, 60-120 pixels tall
+    - **Verb menu pixel UI** - authentic VGA interface elements
+  - **Period framing:** VGA PC gaming era (1987-1998), 320×200 resolution standard
+  - **Tone Tag:** Chunky pixel art, VGA-limited, comedic, puzzle-driven
+## 4) Technical Method & Mark-Making
+
+  - **Line quality:** Chunky pixel edges, 1-2 pixels wide, visible stepped edges
+  - **Color system:** 256 VGA colors MAXIMUM - strict palette limitation
+  - **Background rendering:** **VGA pixel art with dithering** - NO smooth gradients, use checkerboard dithering patterns
+  - **Character sprites:** Chunky pixel construction with visible grid, 60-120 pixels tall
+  - **Shading method:** **Dithering patterns ONLY** - checkerboard, cross-hatch pixels for gradients
+  - **Scale measurements:** 320×200 resolution with visible individual pixels
+  - **Material simulation:** Pure VGA pixel output - chunky, stepped, limited colors
+  - **Anti-smooth enforcement:** Absolutely NO gradient blending, NO anti-aliasing, NO photoshop smoothing
+## 5) Wardrobe, Props & Setting Conventions
+
+  - **Wardrobe:** Pixel-simplified costumes with limited color palettes
+  - **Character design:** Chunky pixel sprites with exaggerated cartoon features
+  - **YAML prop pools:**
+
+  ```yaml
+  pixel_adventure_props:
+    items: [pixel_sword, chunky_key, dithered_map, pixel_tools]
+    environments: [vga_ship_interior, pixel_cave, dithered_laboratory]
+  ```
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives (CRITICAL - STRICTLY FORBIDDEN):**
+
+  - "smooth gradients"
+  - "photoshop rendering"
+  - "digital painting"
+  - "anti-aliasing"
+  - "blurred edges"
+  - "realistic lighting"
+  - "unlimited colors"
+  - "high resolution"
+  - "3D rendering"
+  - "modern illustration"
+  - "painted backgrounds" (unless explicitly VGA pixel art)
+  - "soft shading"
+  - "gradient blending"
+  - "airbrushed effects"
+
+  **✅ Canvas Positives (REQUIRED):**
+
+  - "exactly 320×200 VGA pixels"
+  - "visible chunky pixel grid"
+  - "256-color palette MAXIMUM"
+  - "dithering patterns for shading"
+  - "checkerboard pixel gradients"
+  - "stepped pixel edges"
+  - "VGA pixel art backgrounds"
+  - "chunky character sprites"
+  - "countable pixels"
+  - "SCUMM verb menu pixel UI"
+  - "flat color blocks with dithering"
+
+  **Vocabulary enforcement:** Every mention of "backgrounds" must include "VGA pixel art" or "dithered pixel" modifier
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC COMPOSITION:**
+
+  - 320×200 VGA pixel grid STRICTLY ENFORCED
+  - Room-based scenes with **VGA pixel art backgrounds using dithering**
+  - Character sprites 30-50%, **dithered pixel backgrounds** 50-70%
+
+  **BACKGROUND REQUIREMENTS (CRITICAL REVISION):**
+
+  - **VGA PIXEL ART ONLY** - visible chunky pixels throughout
+  - **Dithering for depth** - use checkerboard patterns, NOT smooth gradients
+  - **256-color limitation** - carefully chosen palette per scene
+  - **Pixel-based detail** - objects rendered in visible pixels
+  - **No smooth painting** - every background element must show pixel construction
+
+  **STYLE-SPECIFIC COMPOSITION:**
+
+  - **Pixel grid visible** - chunky VGA aesthetic mandatory
+  - **Dithered shading** - cross-hatch and checkerboard patterns
+  - **Flat color blocks** - limited palette per object
+  - **Stepped edges** - no anti-aliasing smoothing
+## 8) Typography & Text Integration (If Historically Present)
+
+  - **Font:** VGA pixel bitmap fonts - chunky, grid-aligned
+  - **UI elements:**
+    - Pixel-based verb menu (Walk to, Pick up, Use, Talk to)
+    - Chunky pixel buttons and interface
+    - 8×8 or 8×16 pixel font characters
+  - **Text rendering:** Pure pixel text, no anti-aliasing
+
+  ## 9) VGA Pixel Art Requirements (NEW SECTION)
+
+  ### Mandatory Pixel Characteristics
+
+  1. **Visible Grid Structure:**
+     - Every pixel must be clearly visible and countable
+     - Stepped/jagged edges on diagonals and curves
+     - Chunky blocky appearance throughout
+  2. **Dithering Techniques:**
+     - Use checkerboard patterns for color transitions
+     - Cross-hatch dithering for shadows
+     - Pixel-level color mixing, NOT gradient blending
+  3. **Color Palette Discipline:**
+     - Maximum 256 colors TOTAL in image
+     - Strategic color choices per scene
+     - Limited palette per object (3-8 colors typical)
+  4. **Background Pixel Art:**
+     - Backgrounds rendered in visible pixels
+     - Dithering creates depth, not smooth gradients
+     - Detailed through pixel placement, not resolution
+  5. **Character Sprite Construction:**
+     - Built from individual visible pixels
+     - Multiple animation frames in pixel art
+     - 60-120 pixel height typical
+     - 3-8 colors per sprite
+
+  ### Reference Standards
+
+  - **Monkey Island 1 (1990):** Visible pixels, heavy dithering, 320×200
+  - **Day of the Tentacle (1993):** Chunky sprites, dithered backgrounds, VGA palette
+  - **Sam & Max (1993):** Cartoon style but clearly pixelated, visible grid
+  - **Full Throttle (1995):** Higher detail but still VGA pixel limitations
+
+  ### Forbidden Techniques
+
+  - NO smooth gradients or airbrush effects
+  - NO anti-aliasing or edge smoothing
+  - NO photoshop-style layer blending
+  - NO unlimited color palettes
+  - NO modern digital painting techniques
+  - NO 3D rendering or realistic lighting
+
+  ------
+
+  **CRITICAL ENFORCEMENT NOTE:**
+
+  This prompt produces **VGA PIXEL ART** - chunky, visible pixels with dithering patterns.
+
+  **NOT** smooth digital illustrations.
+   **NOT** modern painted backgrounds.
+   **NOT** gradient-rendered environments.
+
+  Every pixel must be visible and countable. Backgrounds use dithering (checkerboard patterns), NOT smooth color blending. The entire image must look like it came from a 1990-1995 VGA computer game with 320×200 resolution and 256-color limitations.
+
+  If the result has smooth gradients, blurred edges, or looks like modern digital art, it has FAILED to follow this framework.
+
+------
diff --git a/styles/propaganda_art/american_wpa_progress_poster.md b/styles/propaganda_art/american_wpa_progress_poster.md
new file mode 100644
index 0000000..4aff4a9
--- /dev/null
+++ b/styles/propaganda_art/american_wpa_progress_poster.md
@@ -0,0 +1,214 @@
+---
+id: american_wpa_progress_poster
+group: Propaganda Art
+movement: WPA Public Service Poster
+artist: Works Progress Administration Workshops
+display_name: American WPA — New Deal Progress Poster
+style_scope: movement
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  WPA silkscreens were designed for the standard 2:3 transit poster frame—keep
+  that proportion for civic readability.
+modes:
+  - Public Service Poster
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  WPA artists married simplified realism, human warmth, and bold typography to
+  sell literacy, parks, and public health. Silkscreen flats, hand-cut stencils,
+  and friendly palettes felt optimistic. We keep that civic lift while inventing
+  new community campaigns.
+hero_image: null
+---
+
+## American WPA Style (1935-1943)
+
+### Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:**
+
+- `silkscreen-simplified` - Bold flat color areas
+- `democratic-accessible` - Clear readable features
+- `poster-graphic` - Strong silhouette emphasis
+- `social-realist-lite` - Dignified worker portrayal
+
+**Pose Flags:**
+
+- `democratic-dignity` - Upright confident stance
+- `american-labor` - Working class pride positioning
+- `community-service` - Engaged civic participation
+- `hopeful-forward` - Optimistic future-facing
+
+**Canvas Control:** `strict-reframe` for poster formats **Media Hybrid:** `silkscreen-multilayer` - Sequential color layer application
+
+**Material Physics Authority:** Silkscreen printing with 3-6 color separations **Technical Measurement:** 45-65 LPI screen mesh; 2-3mm ink deposit per layer **Process-Over-Result:** Hand-pulled screen registration supersedes perfect alignment
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (standard WPA poster format) - ignore source image dimensions.
+
+Redraw in **American WPA Federal Art Project poster style (1935-1943)** for **silkscreen printing with social realist accessibility**.
+
+- **Timeframe:** New Deal relief art period (1935-1943), peak production 1938-1941
+- **Degree of likeness:** Simplified accessible dignity; emphasis on democratic American character
+- **Emotional tone:** Optimistically hopeful, democratically dignified, communally engaged, nationally proud
+- **Pose conventions:** Upright working poses; engaged eye contact; tools of trade; forward-looking determination
+
+**IP Safeguard Declaration:** Original New Deal-inspired worker imagery avoiding specific WPA projects or historical figures; create representative American worker archetype.
+
+**Style Dominance:** Silkscreen graphic simplification and democratic accessibility override photographic detail.
+
+**Mode Selector:** Public service poster for community education and national morale.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (standard poster format compatible with silkscreen frames)
+
+**CANVAS RECOMPOSITION:**
+
+- **Reframing Method:** Vertical recomposition emphasizing central figure with clear messaging zones
+- **Spatial Allocation:** Subject centered 50-60%, balanced hierarchical composition
+- **Background Treatment:** Simplified American landscapes or work environments with 3-5 color flats
+- **Format Justification:** 2:3 allows maximum readability for public spaces - community centers, post offices, libraries
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** American Scene painting, European modernist posters, social realism, Bauhaus simplification adapted for democratic messaging
+
+**Medium/Production:** Hand-pulled silkscreen printing on poster stock - each color requires separate screen; 3-6 color maximum; registration tolerance ±2mm. Surface shows mesh texture at 45-65 LPI. Ink deposit 2-3mm creating slight relief.
+
+**Thematic purpose:** Public education and morale building during Depression; promote New Deal programs; celebrate American worker dignity; accessible democratic communication.
+
+**Hallmark motifs:**
+
+1. Simplified human figures with clear readable features (40-50% detail reduction from photo)
+2. Bold flat color areas with 90-95% solid coverage in 3-6 hue maximum
+3. Strong silhouette emphasis with 3-5mm outline borders
+4. Geometric backgrounds suggesting American landscapes/industry (30-40% abstraction)
+5. Clear sans-serif typography integrated with imagery (20-30% composition)
+
+**Period framing:** New Deal America 1935-1943, post offices and community centers, democratic art for the people.
+
+**Tone Tag:** Optimistically-accessible, democratically-dignified, clearly-communicative, nationally-unifying
+
+**Production Era Authenticity:** Hand-pulled silkscreen shows slight registration drift; ink bleeds 0.5-1mm at color boundaries; paper stock 150-200gsm with visible texture
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Bold simplified contours 2-4mm thickness; minimal interior detail; strong silhouette emphasis; geometric reduction of natural forms
+
+**Color Separation:** 3-6 distinct hues; flat 90-95% coverage per color; registration tolerance ±2mm creating slight overlap/gap; transparent overprints create additional hues
+
+**Silkscreen Technique:** Mesh texture visible at 45-65 LPI; ink deposit 2-3mm thickness creating tactile surface; hand-pulled pressure variations show 5-10% density fluctuation
+
+**Typography:** Bold sans-serif letterforms; 15-25% of composition; clear hierarchy; typically 1-2 typefaces maximum; high contrast color relationships
+
+**Detail Hierarchy:** Faces simplified 50% from photographic; hands/gesture 60% readable; clothing 70% abstracted; background 80% geometric reduction
+
+**Surface Texture:** Paper texture shows through in light colors; ink sits on surface with slight sheen; registration marks visible at edges; occasional color bleed 0.5-1mm
+
+**Pose Anchors:** Shoulders square and level ±5°; spine upright with civic pride; arms engaged in meaningful gesture or labor; eye contact direct and confident
+
+**Scale Hierarchy:** Central figure 50-60% canvas; supporting elements 20-30%; background 15-20%; typography 20-30% integrated
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Worker masculine: Denim overalls, flannel shirts, work boots, caps or fedoras
+- Worker feminine: Simple cotton dresses, practical aprons, sensible shoes, headscarves
+- Middle-class: Clean suits, modest dresses, professional attire suggesting white-collar work
+
+**Fabric behavior:** Simplified drapery with 3-4 main folds maximum; solid color blocks; minimal texture indication
+
+**Accessory caps:** Minimalist 1-2 - tools of trade (hammer, brush, book), American symbols (flag element, eagle)
+
+**Color palette:** Patriotic emphasis - 30% blues, 25% reds, 20% earth tones, 15% white/cream, 10% green/yellow accents
+
+**Props (≤2):**
+
+- Hero: Tool of trade (hammer, typewriter, book, brush) OR American symbol
+- Micro: Hat, tool, small patriotic element
+
+```yaml
+wpa_props:
+  labor_tools: [hammer, wrench, paintbrush, typewriter, book]
+  american_symbols: [flag_element, eagle, liberty_bell, capitol]
+  community: [school_book, health_poster, park_tree]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⛔ Canvas Negatives:**
+
+- "complex gradients", "photographic detail", "individual portraiture", "elite sophistication"
+- "partisan politics", "foreign influence", "abstract expressionism", "commercial advertising"
+- "dark pessimism", "class division", "racial exclusion", "decorative excess"
+
+**✅ Canvas Positives:**
+
+- "clear simplified forms", "democratic accessibility", "optimistic forward-looking", "American dignity"
+- "bold flat colors", "readable silhouettes", "community service", "national unity"
+- "working class pride", "public education", "silkscreen texture", "hand-pulled authenticity"
+
+------
+## 7) Composition & Lighting Patterns
+
+**WPA COMPOSITION:**
+
+- Perspective: Eye-level democratic viewpoint; 0-15° slight heroic angle; accessible human scale
+- Grid: Centered bilateral symmetry or balanced asymmetry; stable horizontal/vertical emphasis
+- Figure:ground: 55:45 balanced relationship; clear positive/negative space
+- Density: 60-70% coverage; breathing room for clarity
+- Lighting: Clear directional suggesting optimistic daylight; 70% highlight/30% shadow simplified
+- Detail hierarchy: Face 60% simplified, hands 70% readable, environment 40% abstracted
+
+**BACKGROUND TREATMENT:**
+
+- American landscapes: Simplified fields, factories, cities with 3-5 color flats
+- Work environments: Geometric reduction of tools, machinery, public buildings
+- Patriotic elements: Abstracted flags, eagles, stars - integrated not dominant (10-15%)
+- Color zones: Large flat areas with clear boundaries; minimal texture
+
+**SURFACE CONTEXT:** Community center wall, post office, library, school - designed for 2-4m viewing distance in public spaces
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Typography ESSENTIAL for WPA poster communication**
+
+**LAYOUT ZONES:**
+
+- Upper 20%: Title/slogan (bold sans-serif, 12-18% canvas height)
+- Lower 25%: Program information, dates, locations (8-12% height)
+- Optional side columns: Supporting information vertically aligned
+
+**Copy limits:** 2-4 words main title; 10-20 words supporting text; ≤7 total text elements
+
+**Typography:**
+
+- Democratic sans-serif fonts: accessible, sturdy, clearly readable
+- **Google Fonts:** Roboto Bold (accessible clarity), Open Sans Bold (democratic friendliness), Source Sans Pro Black (confident communication)
+- **Authentic reference:** Franklin Gothic, News Gothic - American industrial sans-serifs
+
+**Text Content:**
+
+- Public service messaging: "Work", "Learn", "Grow", "Serve"
+- Community programs: health, education, recreation, employment
+- Avoid political slogans - focus on civic engagement and national unity
+
+------
+
diff --git a/styles/propaganda_art/art_deco_progress_poster.md b/styles/propaganda_art/art_deco_progress_poster.md
new file mode 100644
index 0000000..7de14e4
--- /dev/null
+++ b/styles/propaganda_art/art_deco_progress_poster.md
@@ -0,0 +1,210 @@
+---
+id: art_deco_progress_poster
+group: Propaganda Art
+movement: Art Deco Corporate Propaganda
+artist: Art Deco Poster Studios
+display_name: Art Deco — Modern Progress Propaganda
+style_scope: movement
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Art Deco transit posters leaned on elegant 2:3 portfolios—stay there so the
+  geometry flows.
+modes:
+  - Corporate Progress Poster
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Art Deco propaganda sold modernity—streamlined locomotives, skyscrapers,
+  sunburst typography. Airbrush gradients met strict geometry, promising glamour
+  and speed. We revive that optimism responsibly, inventing future-facing
+  messages and icon sets.
+hero_image: null
+---
+
+## Art Deco Propaganda Style (1925-1945)
+
+### Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:**
+
+- `geometric-streamlined` - Angular Art Deco reduction
+- `metallic-sophisticated` - Chrome and gold effects
+- `deco-stylized` - Elegant elongation and curves
+- `luxury-modern` - Sophisticated machine-age aesthetic
+
+**Pose Flags:**
+
+- `streamlined-dynamic` - Sleek forward movement
+- `geometric-precision` - Angular sophisticated positioning
+- `modern-confident` - Progressive technological optimism
+- `luxury-assured` - Elite modern sophistication
+
+**Canvas Control:** `strict-reframe` for poster elegance **Media Hybrid:** `lithograph-metallic` - Metallic inks and geometric precision
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (Art Deco poster standard) - ignore source dimensions.
+
+Redraw in **Art Deco propaganda poster style (1925-1945)** for **lithographic printing with geometric sophistication**.
+
+- **Timeframe:** Machine Age Art Deco (1925-1945), peak 1930-1940
+- **Degree of likeness:** Geometrically streamlined elegance; emphasis on modern sophistication
+- **Emotional tone:** Modernly sophisticated, progressively optimistic, technologically confident, luxuriously efficient
+- **Pose conventions:** Streamlined forward poses; geometric angular positioning; sophisticated modern gestures
+
+**IP Safeguard Declaration:** Original Art Deco design avoiding specific corporate logos or brand identities.
+
+**Style Dominance:** Geometric sophistication and streamlined modernism override naturalistic detail.
+
+**Mode Selector:** Corporate/institutional propaganda promoting modern progress and technological advancement.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (elegant Art Deco poster proportions)
+
+**RECOMPOSITION:**
+
+- **Reframing Method:** Sophisticated vertical with geometric streamlined emphasis
+- **Spatial Allocation:** Subject positioned with Art Deco geometric framing 50-60%
+- **Background Treatment:** Geometric patterns, metallic effects, streamlined moderne elements
+- **Format Justification:** 2:3 allows elegant vertical sophistication for corporate/travel posters
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** French decorative arts, Cubism, Futurism, ancient Egyptian/Aztec motifs, machine age streamlining, luxury ocean liner design
+
+**Medium/Production:** High-quality lithographic printing with metallic inks (gold, silver, bronze); 6-8 color separations; 150-200 LPI fine screen; coated paper stock 200-300gsm. Surface exhibits sophisticated dot patterns with metallic sheen effects.
+
+**Thematic purpose:** Corporate propaganda promoting modern progress, technological advancement, luxury consumption, streamlined efficiency; visualize machine age optimism and sophisticated modernity.
+
+**Hallmark motifs:**
+
+1. Geometric streamlining with chevron patterns and stepped forms (30-40% of design)
+2. Metallic color palette: gold, silver, chrome effects (25-35% coverage)
+3. Sunburst/radiating patterns suggesting progress and energy (20-30% background)
+4. Elongated elegant figures with stylized proportions (20% height elongation)
+5. Zigzag/chevron borders and decorative geometric frames (15-20% composition)
+
+**Period framing:** Machine Age 1925-1945, corporate headquarters, travel bureaus, world's fairs, luxury venues.
+
+**Tone Tag:** Sophisticatedly-modern, geometrically-elegant, technologically-optimistic, luxuriously-progressive
+
+**Production Era Authenticity:** Fine lithographic printing with metallic ink overlay; registration precision ±0.5mm; paper shows slight texture under metallic areas.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Precise geometric contours 1-2mm thickness; Art Deco chevron and stepped patterns; streamlined curves with compass precision
+
+**Geometric Stylization:** Figures elongated 15-20% with angular shoulders; faces simplified to elegant geometric planes; Art Deco sunburst and zigzag patterns integrated
+
+**Color Application:** Sophisticated palette with metallic accents - gold (Pantone 871), silver (877), bronze (874); jewel tones - emerald, sapphire, ruby; black and cream base
+
+**Metallic Effects:** Gold/silver/chrome rendered with graduated tones suggesting reflective surfaces; 3-layer printing for metallic depth
+
+**Detail Hierarchy:** Geometric reduction to essential elegant forms; faces 50% stylized with Art Deco planes; clothing shows streamlined folds; backgrounds 70% geometric pattern
+
+**Surface Texture:** Fine lithographic halftone; metallic inks create slight relief 1-2mm; coated paper shows smooth sophisticated finish
+
+**Pose Anchors:** Elongated vertical stance; angular shoulder positioning; streamlined gestures following geometric curves; sophisticated modern confidence
+
+**Scale Hierarchy:** Central figure 50-60% with geometric framing; decorative borders 20-30%; background patterns 15-25%
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Modern masculine: Streamlined suits, geometric ties, slicked hair, polished shoes
+- Sophisticated feminine: Bias-cut gowns, cloche hats, geometric jewelry, elegant drape
+- Corporate/travel: Professional modern attire with Art Deco accessories
+
+**Fabric behavior:** Bias-cut draping with geometric folds; metallic lamé effects; streamlined moderne simplification
+
+**Accessory caps:** 2-3 sophisticated items - geometric jewelry, modern hats, streamlined accessories
+
+**Color palette:** 40% metallic gold/silver/bronze, 30% jewel tones, 20% black/cream, 10% accent colors
+
+**Props (≤2):**
+
+- Hero: Modern technology (telephone, automobile element, airplane) OR Art Deco decorative object
+- Micro: Geometric jewelry OR modern accessory
+
+```yaml
+art_deco_props:
+  modern_tech: [telephone, radio, automobile, airplane, skyscraper]
+  luxury: [geometric_jewelry, crystal, chrome_object, moderne_vase]
+  travel: [ocean_liner, train, globe, compass]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⛔ Canvas Negatives:**
+
+- "naturalistic detail", "organic curves", "rustic elements", "historical period dress"
+- "muted colors", "rough textures", "asymmetrical chaos", "primitive simplicity"
+- "depression imagery", "poverty symbols", "traditional craft", "anti-modern sentiment"
+
+**✅ Canvas Positives:**
+
+- "geometric precision", "streamlined elegance", "metallic sophistication", "machine age optimism"
+- "Art Deco patterns", "luxurious materials", "technological progress", "modern confidence"
+- "chevron borders", "sunburst radiating", "stepped geometric", "sophisticated glamour"
+
+------
+## 7) Composition & Lighting Patterns
+
+**ART DECO COMPOSITION:**
+
+- Perspective: Sophisticated frontal or three-quarter view; subtle heroic angle 5-15°; elegant verticality
+- Grid: Geometric symmetry with Art Deco borders; stepped pyramidal forms; radiating sunburst patterns
+- Figure:ground: 50:50 balanced elegance; geometric negative space as important as positive
+- Density: 70-80% coverage with sophisticated restraint; geometric breathing room
+- Lighting: Stylized suggesting metallic reflections; streamlined highlights on geometric planes
+- Detail hierarchy: Faces 50% geometric reduction; clothing 60% streamlined; background 80% pattern
+
+**BACKGROUND TREATMENT:**
+
+- Geometric patterns: Chevrons, zigzags, stepped forms, sunburst radiations
+- Metallic elements: Gold/silver/bronze accents suggesting modern luxury
+- Streamlined moderne: Skyscrapers, ocean liners, automobiles in geometric reduction
+- Art Deco borders: 10-15% frame with stepped geometric patterns
+
+**SURFACE CONTEXT:** Corporate lobby, travel bureau, world's fair pavilion, luxury hotel - designed for sophisticated urban elite viewing
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Typography ESSENTIAL for Art Deco propaganda**
+
+**LAYOUT:**
+
+- Upper 25%: Elegant title in Art Deco geometric lettering (12-18% height)
+- Lower 20%: Sophisticated tagline or corporate identity
+- Optional borders: Geometric text frames with Art Deco ornament
+
+**Typography:**
+
+- Geometric Art Deco fonts with streamlined moderne character
+- **Google Fonts:** Orbitron (geometric futuristic), Rajdhani (Art Deco precision), Exo 2 (streamlined elegance)
+- **Authentic reference:** Broadway, Bifur, Peignot - classic Art Deco display faces
+
+**Text Content:**
+
+- Corporate progress: "Modern", "Progress", "Luxury", "Streamlined"
+- Travel/technology: "Speed", "Comfort", "Elegance", "Tomorrow"
+- Avoid specific brands - create archetypal modern messaging
+
+------
+
diff --git a/styles/propaganda_art/bauhaus_universal_poster.md b/styles/propaganda_art/bauhaus_universal_poster.md
new file mode 100644
index 0000000..0e915ce
--- /dev/null
+++ b/styles/propaganda_art/bauhaus_universal_poster.md
@@ -0,0 +1,209 @@
+---
+id: bauhaus_universal_poster
+group: Propaganda Art
+movement: Bauhaus Graphic Design
+artist: Bauhaus Student Workshops
+display_name: Bauhaus — Universal Graphic Poster
+style_scope: movement
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Bauhaus workshops prototyped posters on 2:3 layouts for ease of industrial
+  reproduction.
+modes:
+  - Educational Poster
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Bauhaus designers stripped posters to pure function: grid systems, primary
+  colors, modular type, and sans-serif clarity. They treated communication as an
+  assembly line. We honor that rational elegance while drafting new lessons and
+  wayfinding systems.
+hero_image: null
+---
+
+## Bauhaus Graphic Design Style (1919-1933)
+
+### Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:**
+
+- `geometric-reduction` - Pure geometric form reduction
+- `functional-clarity` - Essential structural elements only
+- `grid-systematic` - Modular geometric construction
+- `universal-rational` - Objective rational design
+
+**Pose Flags:**
+
+- `geometric-fundamental` - Reduced to essential geometric forms
+- `functional-positioning` - Rational structural arrangement
+- `grid-aligned` - Systematic modular placement
+- `universal-human` - Archetypal human proportions
+
+**Canvas Control:** `format-native` for rational grid systems
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1.414 ratio** (A-series proportion, √2) - ignore source dimensions.
+
+Redraw in **Bauhaus graphic design style (1919-1933)** for **functional geometric rational communication**.
+
+- **Timeframe:** Bauhaus school period (1919-1933), peak rational design 1923-1928
+- **Degree of likeness:** Geometrically reduced to essential rational forms; emphasis on universal design principles
+- **Emotional tone:** Rationally objective, functionally clear, universally accessible, geometrically precise
+- **Pose conventions:** Grid-aligned geometric positioning; functional clarity; rational structural arrangement
+
+**IP Safeguard Declaration:** Original Bauhaus-inspired rational design avoiding specific school projects.
+
+**Style Dominance:** Functional geometry and rational reduction override representational detail.
+
+**Mode Selector:** Educational/institutional poster for universal rational communication.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `1:1.414` (DIN A-series proportion based on √2 - fundamental Bauhaus ratio)
+
+**RECOMPOSITION:**
+
+- **Reframing Method:** Rational grid-based recomposition with geometric reduction
+- **Spatial Allocation:** Modular grid system with functional zones
+- **Background Treatment:** Primary color geometry with grid structure
+- **Format Justification:** √2 proportion allows infinite subdivision while maintaining ratio - fundamental Bauhaus principle
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** De Stijl, Russian Constructivism, geometric abstraction, functional design theory, universal communication principles
+
+**Medium/Production:** Clean offset printing with geometric precision; primary colors only; grid-based layout; 120-150 LPI screen. Surface exhibits rational mechanical perfection.
+
+**Thematic purpose:** Design education and rational communication; promote universal design principles; functional aesthetics serving social purpose; eliminate ornament in favor of function.
+
+**Hallmark motifs:**
+
+1. Primary color palette: Red, blue, yellow with black and white (Mondrian influence)
+2. Geometric reduction to circle, square, triangle fundamental forms (40-60% composition)
+3. Grid-based modular construction with √2 proportional relationships
+4. Sans-serif typography integrated as geometric element (30-40% composition)
+5. Functional clarity with minimal ornamentation (95% reduction from decorative)
+
+**Period framing:** Weimar Germany 1919-1933, Bauhaus school workshops, functional design education.
+
+**Tone Tag:** Rationally-precise, functionally-clear, geometrically-fundamental, universally-accessible
+
+**Production Era Authenticity:** Clean mechanical printing with perfect registration; primary ink colors unmixed; geometric precision within 0.5mm tolerance.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Geometric precision using ruler/compass only; 1-3mm consistent thickness; perpendicular/parallel grid alignment; fundamental geometric forms
+
+**Geometric Reduction:** Faces reduced to circle/square/triangle combinations; bodies simplified to rectangular planes; total reduction 80% from naturalistic
+
+**Color Application:** Primary colors only (red=Pantone 485, blue=286, yellow=109); black and white; 100% flat solid coverage; no gradients or mixing
+
+**Grid Construction:** Modular grid based on √2 proportions; all elements aligned to grid intersections; systematic rational placement
+
+**Detail Hierarchy:** Maximum reduction - faces 20% detail (geometric symbols), bodies 30% (rectangular forms), background 90% geometric abstraction
+
+**Surface Texture:** Mechanical perfection - no hand variation; crisp edges; geometric precision; rational surface treatment
+
+**Pose Anchors:** Grid-aligned positioning; geometric angular relationships; rational structural balance; universal proportions
+
+**Scale Hierarchy:** Equal weight to all geometric elements; democratic visual distribution; functional clarity 100%
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Functional worker: Geometric reduction to rectangular forms; primary color blocks
+- Bauhaus student: Simplified geometric clothing; functional work attire reduced to essential forms
+
+**Fabric behavior:** Eliminated - reduced to flat geometric color planes
+
+**Accessory caps:** Minimalist 0-1 - only if serving functional purpose
+
+**Color palette:** 70% primary colors (red/blue/yellow), 20% black, 10% white
+
+**Props (≤1):**
+
+- Only if functionally necessary: geometric tools (compass, ruler, T-square) reduced to symbolic forms
+
+```yaml
+bauhaus_props:
+  design_tools: [compass_symbol, ruler_line, square_angle, circle_form]
+  geometric: [triangle, circle, square, rectangle]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⛔ Canvas Negatives:**
+
+- "decorative ornament", "naturalistic detail", "emotional expression", "historical reference"
+- "complex gradients", "mixed colors", "organic curves", "asymmetrical chaos"
+- "individual personality", "cultural specificity", "artistic subjectivity", "representational accuracy"
+
+**✅ Canvas Positives:**
+
+- "geometric reduction", "functional clarity", "primary colors only", "grid-based rational"
+- "universal principles", "modular construction", "systematic design", "objective communication"
+- "circle square triangle", "perpendicular parallel", "√2 proportions", "mechanical precision"
+
+------
+## 7) Composition & Lighting Patterns
+
+**BAUHAUS COMPOSITION:**
+
+- Perspective: Eliminated - pure frontal geometric planes
+- Grid: Strict modular grid based on √2 proportions; all elements grid-aligned
+- Figure:ground: 50:50 democratic balance; positive/negative equal importance
+- Density: 60-70% coverage with rational breathing room
+- Lighting: Eliminated - flat geometric planes with primary colors
+- Detail hierarchy: Maximum reduction to geometric fundamentals - 80-90% abstraction
+
+**BACKGROUND TREATMENT:**
+
+- Primary color blocks: Large geometric rectangles in red/blue/yellow
+- Grid structure: Visible or implied √2 modular system
+- Geometric forms: Circle/square/triangle fundamental shapes
+- Rational space: Functional negative space as important as positive
+
+**SURFACE CONTEXT:** Bauhaus school wall, workshop, educational institution - designed for universal rational comprehension
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Typography ESSENTIAL for Bauhaus rational communication**
+
+**LAYOUT:**
+
+- Grid-aligned text zones following √2 proportions
+- Horizontal/vertical only - no diagonal text
+- Modular typographic elements integrated with geometric forms
+
+**Typography:**
+
+- Clean geometric sans-serif; functional lowercase emphasis
+- **Google Fonts:** Roboto (rational geometric), Source Sans Pro (functional clarity), Lato (universal accessibility)
+- **Authentic reference:** Futura, Universal, geometric Grotesk faces designed at Bauhaus
+
+**Text Content:**
+
+- Universal rational messages: "Form", "Function", "Geometry", "Rational"
+- Educational/institutional content reduced to essential communication
+- Avoid decorative language - pure functional information
+
+**Production Method:** Typography as geometric element equal to shapes; grid-aligned; primary color treatments; rational mechanical precision
+
+------
+
diff --git a/styles/propaganda_art/chinese_cultural_revolution_poster.md b/styles/propaganda_art/chinese_cultural_revolution_poster.md
new file mode 100644
index 0000000..a3511d9
--- /dev/null
+++ b/styles/propaganda_art/chinese_cultural_revolution_poster.md
@@ -0,0 +1,222 @@
+---
+id: chinese_cultural_revolution_poster
+group: Propaganda Art
+movement: Chinese Cultural Revolution Propaganda
+artist: Chinese Propaganda Studios
+display_name: Chinese Cultural Revolution — Revolutionary Poster
+style_scope: movement
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Beijing litho shops ran 70×105cm (≈2:3) posters—maintain that vertical
+  monument for mass mobilization.
+modes:
+  - Revolutionary Mobilization
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Cultural Revolution posters glow with socialist realism: sunlit reds, smiling
+  masses, and heroic Maoist iconography. Brush-drawn figures were then printed
+  in huge runs. We echo that fervor while crafting new allegories free of actual
+  party slogans.
+hero_image: null
+---
+
+## Chinese Cultural Revolution Style (1966-1976)
+
+### Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:**
+
+- `heroic-idealized` - Romanticized revolutionary features
+- `collective-typical` - Generic rather than individual
+- `poster-simplified` - Bold readable from distance
+- `political-symbolic` - Every element carries meaning
+
+**Pose Flags:**
+
+- `revolutionary-determination` - Fist raised, forward lean
+- `collective-unity` - Group solidarity positioning
+- `red-book-wielding` - Mao's quotations interaction
+- `socialist-construction` - Active labor participation
+
+**Canvas Control:** `strict-reframe` for poster mass production **Media Hybrid:** `offset-color-registration` - Period-appropriate printing limitations
+
+**Material Physics Authority:** Offset lithography with 4-color process limitations **Revolutionary Authorization:** Comfort-violation authorized for political intensity
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (standard Chinese poster format) - ignore source dimensions.
+
+Redraw in **Chinese Cultural Revolution propaganda poster style (1966-1976)** for **offset lithographic printing with political symbolism**.
+
+- **Timeframe:** Cultural Revolution propaganda period (1966-1976), peak intensity 1967-1970
+- **Degree of likeness:** Heroically idealized revolutionary type; emphasis on collective determination over individual identity
+- **Emotional tone:** Revolutionarily fervent, collectively determined, politically mobilizing, socialistically triumphant
+- **Pose conventions:** Revolutionary fist raised 45-60°; red book prominent; forward-leaning action; collective grouping
+
+**IP Safeguard Declaration:** Original Cultural Revolution-inspired imagery avoiding specific historical figures or events; create archetypal revolutionary worker/peasant/soldier.
+
+**Style Dominance:** Political symbolism and heroic idealization override naturalistic representation.
+
+**Mode Selector:** Revolutionary mobilization poster for mass political education.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (standard Chinese propaganda poster format)
+
+**RECOMPOSITION:**
+
+- **Reframing Method:** Dynamic vertical with revolutionary upward movement
+- **Spatial Allocation:** Hero figures 50-70% with revolutionary symbols integrated
+- **Background Treatment:** Sunrise/industrial/agricultural landscape in symbolic colors
+- **Format Justification:** Vertical heroic monumentality for public display in communes, factories, schools
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Soviet Socialist Realism (1950s training), traditional Chinese nianhua (New Year prints), Mao's artistic directives, German Expressionist woodcuts (1930s leftist influence)
+
+**Medium/Production:** Offset lithographic printing with 4-color process; registration tolerance ±1.5mm; paper stock 120-180gsm with slight texture. Surface shows characteristic dot patterns and color registration artifacts.
+
+**Thematic purpose:** Political mobilization for Cultural Revolution; promote Mao Zedong thought; visualize Party directives; inspire revolutionary action; attack "Four Olds" (old customs, culture, habits, ideas).
+
+**Hallmark motifs:**
+
+1. Heroic figures 150-200% idealized proportions with revolutionary determination
+2. Red dominant palette (50-60% coverage) with yellow/orange sunrise symbolism
+3. Mao's Little Red Book prominent (15-20% of composition when present)
+4. Revolutionary gestures: raised fists, pointed fingers, triumphant poses
+5. Symbolic backgrounds: sunrise (revolution), factories (industry), fields (agriculture)
+
+**Period framing:** Maoist China 1966-1976, commune halls, factory walls, school classrooms, mass rally posters.
+
+**Tone Tag:** Revolutionarily-militant, collectively-heroic, politically-symbolic, socialistically-triumphant
+
+**Production Era Authenticity:** Period offset printing shows 4-color registration drift; dot gain 8-12%; slight color shifts from ink mixing variations.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Bold contours 2-4mm thickness; minimal interior modeling; emphasis on clear readable silhouettes from distance
+
+**Heroic Idealization:** Figures enlarged 150-200% with perfect proportions; faces simplified to 40% detail showing revolutionary determination; muscles defined but not anatomically precise
+
+**Color Application:** Dominant red 50-60% coverage (symbolizing revolution); yellow/orange 20-30% (sunrise/glory); blue 10-15% (industry/sky); green 5-10% (agriculture)
+
+**Political Symbolism:** Every element carries meaning - sunrise (revolution dawning), red books (Mao thought), raised fists (struggle), pointing fingers (direction), industrial/agricultural backgrounds (socialist construction)
+
+**Detail Hierarchy:** Faces show revolutionary expression 60%; hands/gestures 80% prominent; clothing 50% simplified with symbolic colors; background 30% symbolic reduction
+
+**Surface Texture:** Offset lithography shows halftone rosette patterns; slight color registration misalignment ±1.5mm; ink saturation varies 85-95%
+
+**Pose Anchors:** Body leaning forward 15-25° showing revolutionary momentum; one arm raised 45-60° in triumph; red book held prominently; collective grouping 2-5 figures
+
+**Scale Hierarchy:** Central revolutionary figures 60-70%; symbolic elements (red books, flags) 20-30%; background symbolism 15-20%
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Revolutionary worker: Blue/grey Mao suits, worker's caps, simple cotton clothing
+- Peasant revolutionary: Traditional cotton pants, simple jackets, headscarves for women
+- Red Guard youth: Military-style uniforms, red armbands, revolutionary insignia
+
+**Fabric behavior:** Simplified with minimal folds; solid color blocks; revolutionary red accents on collars, sleeves, armbands
+
+**Accessory caps:** 1-2 revolutionary items - red armbands mandatory, red books, revolutionary badges
+
+**Color palette:** 60% revolutionary red, 20% worker blue/grey, 15% peasant earth tones, 5% symbolic yellow/white
+
+**Props (≤2):**
+
+- Hero: Mao's Little Red Book OR revolutionary tool (hammer, sickle, rifle)
+- Micro: Red armband OR revolutionary badge
+
+```yaml
+cultural_revolution_props:
+  political: [red_book, red_flag, mao_badge, red_armband]
+  labor: [hammer, sickle, farming_tool, industrial_tool]
+  militant: [rifle, revolutionary_banner, struggle_poster]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⛔ Canvas Negatives:**
+
+- "individualistic features", "bourgeois refinement", "traditional aesthetics", "foreign influence"
+- "pessimistic tone", "doubt or uncertainty", "complex psychology", "subtle emotions"
+- "naturalistic lighting", "atmospheric perspective", "decorative elements", "historical references (pre-1949)"
+
+**✅ Canvas Positives:**
+
+- "heroic idealization", "revolutionary determination", "collective unity", "socialist realism"
+- "political symbolism", "red dominant palette", "sunrise backgrounds", "forward momentum"
+- "raised fists", "pointed directions", "triumphant poses", "mass mobilization"
+
+------
+## 7) Composition & Lighting Patterns
+
+**CULTURAL REVOLUTION COMPOSITION:**
+
+- Perspective: Heroic low angle 15-30° looking up at revolutionary figures; suggests monumentality and inspiration
+- Grid: Dynamic diagonal emphasis suggesting revolutionary movement; asymmetrical power compositions
+- Figure:ground: 65:35 ratio - bold positive space dominance
+- Density: 75-85% coverage - intense visual saturation
+- Lighting: Symbolic rather than naturalistic - sunrise glow, revolutionary red radiance
+- Detail hierarchy: Faces/hands/gestures 70% prominent; clothing 50%; background 40% symbolic
+
+**BACKGROUND TREATMENT:**
+
+- Revolutionary sunrise: Red/orange/yellow gradients 40-50% of background
+- Industrial landscapes: Simplified factories, smokestacks, machinery in heroic scale
+- Agricultural fields: Golden wheat, collective farms, tractors suggesting abundance
+- Urban construction: Building projects, scaffolding, socialist modernization
+- Color symbolism: Red (revolution), yellow (glory), blue (industry), green (agriculture)
+
+**SYMBOLIC ELEMENTS:**
+
+- Sun/sunrise: Revolution dawning (20-30% sky area)
+- Red flags: Revolutionary spirit (10-15% composition)
+- Industrial/agricultural: Socialist construction (30-40% background)
+- Collective crowds: Mass support (optional 20-30% background)
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Typography ESSENTIAL for political messaging**
+
+**LAYOUT:**
+
+- Upper 25%: Revolutionary slogan (bold sans-serif, 15-20% canvas height)
+- Lower 20%: Secondary messaging or publication info
+- Side columns: Supporting quotations from Mao (optional vertical text)
+
+**Copy limits:** 3-6 words main slogan; 10-20 words secondary text; maximum 3 text zones
+
+**Typography:**
+
+- Bold revolutionary fonts suggesting strength and determination
+- **Google Fonts:** Oswald Black (revolutionary power), Anton (bold authority), Black Ops One (militant strength)
+- **Authentic reference:** Bold simplified Chinese characters with strong geometric structure
+
+**Text Content:**
+
+- Revolutionary slogans avoiding specific historical references
+- Generic mobilization: "Serve the People", "Revolution", "Unity and Strength"
+- Avoid Cultural Revolution-specific slogans - create archetypal revolutionary messaging
+
+**Production Method:** Typography shows slight halftone texture; registration offset from imagery ±1mm; red ink dominant with black outline
+
+------
+
diff --git a/styles/propaganda_art/soviet_constructivism_agitprop.md b/styles/propaganda_art/soviet_constructivism_agitprop.md
new file mode 100644
index 0000000..3730bc7
--- /dev/null
+++ b/styles/propaganda_art/soviet_constructivism_agitprop.md
@@ -0,0 +1,246 @@
+---
+id: soviet_constructivism_agitprop
+group: Propaganda Art
+movement: Soviet Constructivist Propaganda
+artist: Constructivist Collective
+display_name: Soviet Constructivism — Revolutionary Agitprop
+style_scope: movement
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Constructivist street posters were printed at 50×70cm (≈2:3); stay with that
+  vertical so diagonals read across a crowd.
+modes:
+  - Agitprop Poster
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Constructivists sliced photo fragments and red wedges into megaphones for the
+  revolution. Bold diagonals, sans-serif slogans, and offset litho grain turned
+  industry into message. We channel that 1920s shock while speaking to new
+  causes without reviving state emblems.
+hero_image: null
+---
+
+## Soviet Constructivism (1915-1930s)
+
+### Renderer-Agnostic Adapter
+
+**Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+
+**Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+
+**Face-Treatment Flags:**
+
+- `geometric-faceted` - Angular reduction to geometric planes
+- `photomontage-collage` - Photographic fragments with graphic overlay
+- `diagonal-dynamic` - Extreme angles, radical perspectives
+- `constructivist-industrial` - Machine-age precision
+
+**Pose Flags:**
+
+- `diagonal-revolutionary` - Dynamic 45-degree angles
+- `heroic-worker` - Monumental labor positioning
+- `photographic-crop` - Extreme close-up fragmentation
+- `geometric-abstraction` - Reduced to essential forms
+
+**Canvas Control Flags:**
+
+- `strict-reframe` for poster formats
+- `adaptive-extend` for spatial compositions
+
+**Media Hybrid Flag:**
+
+- `photo-geometric-overlay` - Photomontage with typography integration
+
+**Material Physics Authority:** Offset lithography with photomechanical reproduction **Technical Measurement Authority:** Diagonal compositions 30-60°, photographic scale 150-300% enlargement **Process-Over-Result Priority:** Photomontage cutting and layering technique supersedes seamless appearance **Anti-Conventional Bias:** Deliberately uncomfortable diagonal viewing angles authorized
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (standard Soviet poster format) - ignore source image dimensions completely.
+
+Redraw in **Soviet Constructivist agitprop poster style (1919-1930)** for **lithographic offset printing with photomontage**.
+
+- **Timeframe:** Revolutionary propaganda period (1919-1930), peak avant-garde 1922-1928
+- **Degree of likeness:** Geometrically abstracted through photomontage; emphasis on revolutionary dynamism over individual features
+- **Emotional tone:** Revolutionarily urgent, industrially optimistic, dynamically propagandistic, geometrically modern
+- **Pose conventions:** Diagonal revolutionary poses at 30-60° angles; extreme photographic cropping; heroic upward gazes; industrial tool interaction
+
+**IP Safeguard Declaration:** Original constructivist design avoiding Soviet state emblems or specific historical figures; create abstract revolutionary worker archetype.
+
+**Style Dominance:** Constructivist geometric abstraction and photomontage technique override photographic naturalism.
+
+**Mode Selector:** Agitprop poster for mass public mobilization.
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (Soviet standard poster format 50x70cm / 20x28in)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Strict vertical recomposition with diagonal emphasis
+- **Spatial Allocation:** Subject positioned on dynamic diagonal axis, typically lower-left to upper-right
+- **Background Treatment:** Geometric shapes (circles, triangles, lines) in bold red/black/white
+- **Format Justification:** 2:3 vertical allows heroic monumentality while maintaining street poster readability
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Russian avant-garde (Suprematism, Futurism), industrial design aesthetics, photomechanical reproduction, revolutionary agitation
+
+**Medium/Production method:** Offset lithographic printing with photomontage technique - photographs mechanically cut and layered with geometric shapes and bold sans-serif typography. Surface exhibits halftone dot patterns at 85-133 LPI (lines per inch). Ink application: 1.5-2mm wet film thickness.
+
+**Thematic purpose:** Revolutionary mass mobilization through visual shock and geometric clarity; merge art with industrial production; communicate Party directives to semi-literate masses.
+
+**Hallmark motifs:**
+
+1. Diagonal compositions at 30-60° angles creating dynamic tension
+2. Photographic elements cropped to 150-300% scale emphasizing monumentality
+3. Bold geometric shapes (red wedges, black circles, dynamic lines) at 40-60% canvas coverage
+4. Sans-serif Cyrillic typography integrated as design element (30-40% of composition)
+5. Limited color palette: 85% red/black/white, 15% yellow accents
+
+**Period framing:** Revolutionary Russia 1919-1930, peak Constructivist agitprop 1922-1928 before Socialist Realist suppression.
+
+**Tone Tag:** Revolutionary-urgent, geometrically-precise, photographically-shocking, industrially-optimistic
+
+**Production Era Authenticity:** Offset lithography with visible registration marks; slight color misalignment 0.5-1mm; paper texture shows 120-150gsm newsprint absorption.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Geometric precision with ruler/compass; diagonal emphasis 30-60°; bold contours 3-5mm thickness separating photographic and geometric elements
+
+**Photomontage Construction:** Photographic fragments cut with precision blades; layered with 2-3mm overlap; mechanical enlargement 150-300% creating grain enhancement; sharp edge transitions between photo/graphic
+
+**Color Application:** Flat areas 95% solid coverage; red (Pantone 185C equivalent); black 100% density; white paper stock showing through; maximum 3 colors per poster
+
+**Typography Integration:** Sans-serif geometric fonts (constructivist style); letterforms 25-50% of composition height; diagonal/vertical text orientation; tight letter spacing 0-5% tracking
+
+**Detail Hierarchy:** Photographic faces/hands rendered 80% detail; geometric shapes 100% flat; typography 100% legible from 3m distance; minimal atmospheric depth
+
+**Surface Texture:** Offset lithography exhibits mechanical dot patterns; slight ink spread on newsprint absorption; registration drift 0.5-1mm between colors
+
+**Pose Anchors:** Head tilt 15-30° creating diagonal; shoulders rotated 20-40° from frontal; one arm raised 45-60° upward; heroic gaze 10-15° above horizon
+
+**Scale Hierarchy:** Central figure 60-70% canvas height; geometric shapes 40-50% coverage; typography 20-30% integrated; background 10-20% negative space
+
+**Material Authenticity:** Authentic photomontage cutting technique with visible edges; mechanical halftone reproduction; authentic offset printing characteristics
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks:**
+
+- Worker masculine: Industrial coveralls, worker's caps, tool belts, heavy boots
+- Revolutionary feminine: Headscarves, simple dresses, industrial aprons, sturdy footwear
+- Military/political: Red Army uniforms, leather jackets, revolutionary caps with red stars
+
+**Fabric behavior:** Heavy cotton drill (coveralls), wool serge (uniforms), cotton prints (dresses) - all rendered with geometric simplification, minimal drapery detail
+
+**Accessory caps:** Minimalist 1-2 items - industrial tools (hammers, wrenches), revolutionary symbols (red banners, books), military elements (rifles, caps)
+
+**Color palette:** 70% black/dark grey garments, 20% white/cream shirts, 10% red accents (scarves, banners, stars)
+
+**Wardrobe variation:** Alternate between worker industrial, revolutionary activist, military defender - maintain period 1920s Soviet authenticity
+
+**Props (≤2):**
+
+- Hero prop: Industrial tool (hammer, sickle, wrench) OR revolutionary symbol (red flag, book)
+- Micro prop: Worker's cap OR revolutionary badge
+
+**YAML prop pools:**
+
+```yaml
+constructivist_props:
+  industrial: [hammer, sickle, wrench, drill, machinery]
+  revolutionary: [red_flag, book, newspaper, megaphone]
+  military: [rifle, bayonet, red_star_cap]
+```
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⛔ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "unmodified framing", "photographic naturalism"
+- "soft gradients", "atmospheric perspective", "realistic lighting", "decorative ornamentation"
+- "harmonious composition", "static balance", "centered subject", "conventional portraiture"
+- "subtle colors", "complex palette", "naturalistic rendering", "smooth transitions"
+
+**✅ Canvas Positives:**
+
+- "exactly 2:3 ratio", "Soviet poster format", "diagonal dynamic composition", "geometric abstraction"
+- "photomontage technique", "bold flat colors", "industrial precision", "revolutionary urgency"
+- "extreme angles", "monumental scale", "typographic integration", "mechanical reproduction aesthetic"
+
+------
+## 7) Composition & Lighting Patterns
+
+**2:3 PORTRAIT COMPOSITION REQUIREMENTS:**
+
+- Vertical emphasis with diagonal revolutionary movement
+- Subject dominance 60-70% with geometric overlay
+- Hierarchical staging: foreground photographic figure, midground geometric shapes, background typography
+
+**CONSTRUCTIVIST COMPOSITION:**
+
+- Perspective: Extreme angles - worm's eye view or bird's eye view creating 30-60° diagonals
+- Grid/asymmetry: Dynamic diagonal axis breaking classical balance
+- Figure:ground: 60:40 ratio - bold positive/negative space contrast
+- Density: 70-80% coverage with geometric/photographic elements
+- Lighting: High contrast 90% black/white with minimal midtones; directional suggesting industrial spotlights
+- Detail hierarchy: Face/hands 80% detail, body 60%, background 30% geometric abstraction
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Street poster, factory wall, propaganda kiosk - designed for 3-5m viewing distance
+- **Frame/Band:** Omit entirely - Constructivist aesthetic rejects bourgeois framing
+- **Production Context:** Offset lithographic newsprint, halftone dot pattern visible, slight registration drift
+
+**BACKGROUND TREATMENT:**
+
+- Geometric shapes: Red wedges (40-60° angles), black circles (20-30% canvas), dynamic lines (2-5mm thickness)
+- Typography: Cyrillic sans-serif integrated as compositional element (25-40% coverage)
+- Industrial motifs: Simplified factory silhouettes, mechanical gears (geometric reduction)
+- Color blocks: 85% red/black/white flat areas, 15% yellow accent wedges
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Typography MANDATORY for Soviet Constructivist style**
+
+**RATIO-APPROPRIATE ZONES:**
+
+- Upper 25%: Revolutionary slogan (Cyrillic sans-serif, 15-20% canvas height)
+- Diagonal overlay: Dynamic text following 45° compositional axis
+- Lower 20%: Publishing information (smaller 5-8% canvas height)
+
+**Copy limits:** 3-5 words main slogan; 10-15 words secondary text **Maximum 2 text elements:** Primary revolutionary message + publishing credit
+
+**Period-Appropriate Typography:**
+
+- Geometric sans-serif Cyrillic fonts: blocky, industrial, constructed letterforms
+- **Closest Google Fonts:** Oswald Bold (geometric industrial), Bebas Neue (condensed power), Roboto Black (constructivist clarity)
+- **Authentic reference:** Constructivist custom lettering - angular, geometric, hand-constructed
+
+**Historical accuracy:** Typography integrated as equal design element with geometry and photography; text follows diagonal dynamics; letterforms simplified to geometric essentials
+
+**Production Method Integration:** Typography rendered with slight halftone texture; registration offset 0.5mm from photographic elements; ink saturation 95-100%
+
+**Text Content Guidelines (if authorized):**
+
+- Russian revolutionary vocabulary: "ВПЕРЕД" (Forward), "РАБОЧИЙ" (Worker), "КНИГИ" (Books)
+- Avoid specific historical slogans - create abstract revolutionary messaging
+- Typography as geometric shape - meaning secondary to visual impact
+
+------
+
diff --git a/styles/psychedelic_art/bonnie_maclean_psychedelic_type.md b/styles/psychedelic_art/bonnie_maclean_psychedelic_type.md
new file mode 100644
index 0000000..8e96c08
--- /dev/null
+++ b/styles/psychedelic_art/bonnie_maclean_psychedelic_type.md
@@ -0,0 +1,327 @@
+---
+id: bonnie_maclean_psychedelic_type
+group: Psychedelic Art
+movement: Fillmore Poster Psychedelia
+artist: Bonnie MacLean
+display_name: Bonnie MacLean — Fillmore Poster Flourish
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Fillmore posters occupied 2:3 verticals that let Bonnie MacLean’s lettering
+  swirl top to bottom—maintain that proportion.
+modes:
+  - Concert Poster
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Bonnie MacLean orchestrated rococo lettering, mythic figures, and jewel tones
+  for the Fillmore marquees when Wes Wilson left. Her posters feel like stained
+  glass set to acid rock. We extend that flow with new lineups, peacocks, and
+  palette pairings.
+hero_image: null
+---
+
+# Bonnie MacLean
+
+## Renderer-Agnostic Adapter - Bonnie MacLean Specific
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** MacLean-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate sophisticated elegant aesthetics when historically accurate
+
+**Face-Treatment Flags (MacLean-specific):**
+
+- `flat-graphic-portrait` - Face rendered as flat graphic shapes with bold outline work (2-3mm thick)
+- `eliminate-photographic-modeling` - Remove all dimensional shading and realistic facial modeling completely
+- `serene-meditative-expression` - Facial features express MacLean's characteristic contemplative detachment with distant, trance-like gaze
+- `art-nouveau-elongation` - Apply 30-40% vertical elongation to facial proportions and neck following Art Nouveau traditions
+- `zero-realistic-characteristics` - Complete elimination of photographic textures and dimensional rendering
+
+**Pose Flags (MacLean-specific):**
+
+- `meditative-composure` - Pose emphasizes calm, centered positioning with serene dignity
+- `art-nouveau-grace` - Body positioning incorporates Art Nouveau flowing elegance and sophisticated positioning
+- `decorative-harmony` - Positioning flows harmoniously with decorative pattern elements without competition
+
+**Canvas Control Flags:**
+
+- `strict-reframe` - Essential for poster format adherence
+- `adaptive-extend` - Background extends using MacLean's Art Nouveau decorative systems
+
+**Material Physics Authority:**
+
+- Photo-offset lithography with limited color separations (maximum 3-4 colors)
+- Bold outline work (2-3mm thick) defining all major forms
+- Flat color areas with clear graphic separation
+- Art Nouveau decorative pattern integration with sophisticated restraint
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (concert poster standard) - ignore source image dimensions completely.
+
+**COMPLETE ARTISTIC RECONSTRUCTION:** Redraw subject entirely from scratch as hand-crafted artwork in **Bonnie MacLean's elegant psychedelic poster style (1967-1971)**.
+
+**CRITICAL: NO PHOTOGRAPHIC PRESERVATION.** Face and features must be completely redrawn with MacLean's characteristic bold outline work (2-3mm thick) and flat color treatment. Subject rendered with sophisticated graphic poster approach using MacLean's restrained 3-4 color palette.
+
+**Likeness Method**: Capture identity through **sophisticated graphic poster treatment** with MacLean's serene expression and Art Nouveau decorative integration.
+
+**Timeframe**: Peak Fillmore poster period under Bill Graham (1967-1971).
+
+**Degree of artistic transformation**: Subject completely reimagined as sophisticated poster artwork; emphasis on serene composure, decorative elegance, and Art Nouveau grace over realistic representation.
+
+**Emotional tone**: Sophisticatedly bold, serenely meditative, decoratively restrained, gracefully composed, psychedelically vibrant.
+
+**Integration mandate**: Figure must be defined by MacLean's characteristic bold outline work with Art Nouveau decorative patterns supporting rather than overwhelming the subject.
+
+**IP Safeguard Declaration:** Create original psychedelic portrait artwork avoiding copyrighted concert imagery while maintaining authentic MacLean sophisticated elegance and Art Nouveau decorative integration.
+
+**Face-Treatment Flag**: `flat-graphic-portrait` **Pose Flag**: `meditative-composure`
+ **Canvas Control Flag**: `strict-reframe`
+
+**Style Dominance**: The final result must be hand-crafted **PSYCHEDELIC POSTER ART FIRST** using Art Nouveau structure as framework only; psychedelic boldness, counterculture energy, and bold color contrasts take priority over Art Nouveau refinement or classical beauty.
+
+**Mode Selector**: Sophisticated poster format for Fillmore venues emphasizing elegant design and visual refinement.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION**: `2:3` (classical poster format / 1960s concert poster standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background using MacLean's Art Nouveau decorative patterns and elegant ornamental borders
+- **Spatial Allocation**: Subject placement with 85% figure dominance, 15% simple graphic decorative elements (basic circles, swirls, geometric shapes)
+- **Background Treatment**: Art Nouveau decorative patterns occupying maximum 20% of composition, elegant border elements, sophisticated ornamental frameworks
+- **Format Justification**: 2:3 ratio serves poster tradition while accommodating MacLean's sophisticated decorative integration and elegant visual hierarchy
+
+------
+
+## 3) Style Context & Material Authenticity
+
+The artwork must be created in Bonnie MacLean's elegant psychedelic poster style, capturing the **Art Nouveau sophistication and restrained elegance** of late 1960s San Francisco Fillmore posters (1967-1971).
+
+**Intended medium**: Photo-offset lithography with limited color palette (3-4 colors maximum) and sophisticated design integration on quality poster stock.
+
+**Thematic purpose**: Concert posters for Fillmore venues emphasizing sophisticated design over aggressive optical effects; visual communication prioritizing elegant beauty and decorative refinement.
+
+**Influences**: Art Nouveau masters (Alphonse Mucha), Medieval illuminated manuscripts, Gothic architectural elements, sophisticated feminine design sensibility, elegant decorative arts traditions.
+
+**3-5 hallmark motifs with quantified specifications**:
+
+1. **Bold outline work**: All forms defined by 2-3mm thick black outlines creating clear graphic separation
+2. **Bold psychedelic color contrasts**: Maximum 3-4 colors using unexpected combinations (lime green + purple, orange + blue, bright yellow + teal) creating visual tension rather than harmony
+3. **Simple graphic decorative elements**: Bold repeated motifs (circles, basic swirls, simple geometric shapes) occupying maximum 15% of composition with clear visual separation rather than intricate ornamental detail
+4. **Serene facial expressions**: Contemplative detachment with distant, trance-like gaze and 30-40% vertical elongation of face and neck following Art Nouveau proportional traditions
+5. **Bold chunky flowing typography**: Thick letterforms with substantial weight (5-8mm stroke thickness) that curve and adapt to decorative framework; bold readable letters that flow with motifs while maintaining graphic weight and impact
+
+**Period framing**: Peak San Francisco psychedelic movement, Fillmore poster era, sophisticated feminine design influence.
+
+**Tone Tag**: Sophisticatedly elegant, serenely composed, decoratively refined, gracefully restrained, femininely sophisticated.
+
+**Production Era Authenticity**: 1960s photo-offset lithography with limited color separations, sophisticated printing quality, elegant poster production methods.
+
+------
+
+## 4) Technical Method & Mark-Making (≥5 anchors + measurement specifications)
+
+**Line Work**: Bold black outline work (2-3mm thick) defining all major forms; clear graphic separation between color areas; eliminate photographic line characteristics and soft edges throughout composition.
+
+**Anatomical Stylization**: Flat graphic shapes with 2-3mm black outlines; eliminate all photographic proportions and dimensional modeling; Art Nouveau vertical elongation (30-40% extension) for face and neck creating MacLean's characteristic proportional grace.
+
+**Detail Hierarchy**: Primary elements defined by 2-3mm black outlines; secondary elements as flat bold color areas within outlines; hair rendered as flowing organic waves with 10-15mm flowing curved lines; decorative patterns limited to simple graphic motifs (circles, basic swirls, geometric shapes) occupying maximum 15% of composition.
+
+**Coloring Method**: MacLean's bold psychedelic contrasts - **maximum 3-4 colors total** using unexpected color combinations (lime green with purple, orange with blue, bright yellow with teal); high contrast color relationships creating visual tension; flat color areas separated by black outline work; eliminate harmonious Art Nouveau pastels in favor of bold counterculture color pairings.
+
+**Surface Quality**: Sophisticated graphic aesthetic with flat color areas separated by 2-3mm black outline work; **3-4 colors maximum** creating MacLean's characteristic elegant restraint; eliminate all photographic surface treatments.
+
+**Figure-Ground Integration**: Subject rendered as bold outlined form (2-3mm black lines) with Art Nouveau decorative patterns supporting rather than competing with figure; clear 80% figure dominance hierarchy.
+
+**Pose Anchors**: Body positioning defined through contemplative composure with Art Nouveau elongated grace; eliminate photographic gesture treatment; positioning optimized for sophisticated poster composition emphasizing meditative presence.
+
+**Scale Hierarchy Anchor**: Proportional relationships serving sophisticated poster composition; decorative elements limited to 20% maximum supporting rather than overwhelming figure; clear figure dominance maintained.
+
+**Material Authenticity Anchor**: Authentic 1960s photo-offset lithography; limited color palette (3-4 colors) with sophisticated restraint; elegant poster production methods.
+
+**Period Consistency Anchor**: All elements historically coherent with MacLean's 1967-1971 Fillmore poster innovations; authentic sophisticated design techniques; documented Art Nouveau integration methods.
+
+**Production Method Anchor**: Photo-offset lithography with limited color separations; sophisticated design integration; elegant poster production techniques with period-appropriate restraint.
+
+**Canvas Adaptation Anchor**: Composition designed for 2:3 poster ratio with sophisticated organization optimized for elegant visual hierarchy and decorative refinement.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions + Prop Selector
+
+**Wardrobe tracks**: 1960s fashion sophisticatedly stylized through MacLean's Art Nouveau-influenced approach rather than realistic clothing representation.
+
+**Fabric behavior**: Materials rendered as flat color areas within black outline work; clothing becomes part of sophisticated graphic composition with Art Nouveau flowing elements.
+
+**Accessory caps**: Sophisticated accessories (Minimalist 0-2) integrated into elegant composition without overwhelming figure dominance.
+
+**Color palette restrictions**: MacLean's sophisticated 3-4 color maximum creating elegant restraint; sophisticated color relationships avoiding harsh optical effects or aggressive contrast.
+
+**Wardrobe variation required**: Primary garment colors cycle through MacLean's restrained palette - embrace sophisticated harmony and elegant color relationships over bold contrast.
+
+**Props**: Art Nouveau decorative elements integrated into sophisticated composition maximum 2 total:
+
+```yaml
+MacLean_Props:
+  Decorative:
+    - flowing_ornaments: Art Nouveau-inspired elegant decorative elements
+    - border_patterns: sophisticated ornamental border motifs
+  Restraint:
+    - maximum_coverage: 20% of composition area maximum
+    - supporting_hierarchy: enhancing rather than competing with figure
+```
+
+**Coherence filter**: All fashion elements support sophisticated elegant aesthetic and Art Nouveau decorative integration; realistic material representation transformed into flat graphic poster elements.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2)**:
+
+- ⌐ No photographic realism, preservation, filtering, or realistic facial modeling—must be completely reconstructed as sophisticated graphic poster art
+- ⌐ No complex color palettes exceeding 4 colors total—maintain MacLean's sophisticated restraint and elegant color harmony
+- ⌐ No overwhelming decorative patterns exceeding 20% of composition—maintain clear 80% figure dominance hierarchy
+- ⌐ No aggressive optical effects or harsh contrasts—use sophisticated elegance and restrained visual approach
+- ⌐ No conventional pleasant expressions or standard portrait smiles—must convey MacLean's characteristic contemplative detachment and distant gaze
+- ⌐ No chaotic or competing visual elements—maintain Art Nouveau decorative harmony and sophisticated composition
+
+**Canvas Positives (≥2)**:
+
+- ✓ **PSYCHEDELIC POSTER ART DOMINANCE**: Counterculture boldness and psychedelic energy take priority over Art Nouveau refinement in all visual decisions
+- ✓ Bold psychedelic color contrasts using unexpected combinations (lime green + purple, orange + blue, bright yellow + teal) creating visual tension and counterculture energy
+- ✓ Flowing organic hair treatment with 10-15mm curved flowing lines creating psychedelic wave patterns rather than neat traditional styling
+- ✓ Simplified bold graphic decorative patterns with psychedelic energy rather than ornate traditional Art Nouveau refinement
+- ✓ Clear figure dominance (80%) with Art Nouveau decorative patterns supporting rather than overwhelming composition
+- ✓ Contemplative detachment expression with distant, trance-like gaze conveying MacLean's characteristic meditative presence rather than conventional pleasantness
+
+**Vocabulary warnings**: Avoid "thin," "delicate," "ornate," "prissy," "refined elegance" - these contradict MacLean's bold psychedelic aesthetic. Embrace "bold," "chunky," "substantial," "psychedelic," "graphic," "restrained" which define her approach.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**: Portrait 2:3 format with sophisticated emphasis, figure dominance ≥80%, elegant staging optimized for sophisticated recognition and refined visual appeal.
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+**Perspective regime**: Sophisticated poster perspective with elegant depth through MacLean's Art Nouveau ornamental layering; calm positioning within refined decorative context.
+
+**Grid/symmetry**: Sophisticated balance with Art Nouveau integration; elegant ornamental organization supporting graceful central positioning with decorative harmony.
+
+**Figure:ground %**: 85% figure dominance / 15% simple graphic decorative elements with **clear visual hierarchy** through MacLean's restraint and bold graphic design principles.
+
+**Density %**: Restrained information density allowing for contemplative sophisticated viewing; decorative elements limited to maximum 20% of composition supporting elegant clarity and visual refinement.
+
+**Lighting logic**: No naturalistic lighting; sophisticated illumination through elegant color harmony and restrained Art Nouveau decorative relationships; refined atmospheric treatment.
+
+**Detail:negative space ratio**: Sophisticated coverage with strategic negative space for visual breathing; restrained Art Nouveau patterns optimized for 2:3 ratio with elegant framing considerations.
+
+**REQUIRED ANCHORS**:
+
+**Surface Context Anchor**: Concert poster for Fillmore and sophisticated venue walls; quality poster stock with refined printing characteristics; viewing distance allowing elegant recognition and decorative appreciation.
+
+**Frame/Band Anchor**: Art Nouveau ornamental border elements integrated into composition when authentic to MacLean's style; elegant decorative framing supporting sophisticated hierarchy without overwhelming figure.
+
+**Production Context Anchor**: 1960s Fillmore poster production methods; sophisticated limited color separation techniques; elegant printing quality with period-appropriate restraint.
+
+**Ratio Enforcement Anchor**: Composition designed specifically for 2:3 poster proportion with sophisticated organization; elegant figure placement and refined ornamental integration optimized for poster format.
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary Decision**: Allow typography integration (concert poster format requires sophisticated text integration)
+
+**Ratio-Appropriate Zones**: Typography integrated into MacLean's sophisticated Art Nouveau composition; elegant text treatment becoming part of refined decorative design rather than separate information blocks.
+
+**Copy limits**: ≤6 words per typographic element; ≤3 total text elements positioned for sophisticated poster hierarchy with venue prominence, artist secondary, date tertiary.
+
+**Period-Appropriate Typography**: Bold thick letterforms with substantial weight (5-8mm thick strokes) that flow and adapt to decorative framework shapes; chunky readable typography that curves with border motifs while maintaining bold graphic impact; eliminate thin or delicate letter strokes.
+
+**Font recommendation**: Bold flowing letterforms that adapt to decorative shapes:
+
+- **Cooper Black** (bold flowing letterforms that curve well, 85% match)
+- **Fredoka One** (bold rounded letters that flow naturally, 80% match)
+- **Righteous** (bold letters with flowing capability, 75% match)
+- Better historical accuracy: Hand-lettered bold typography that curves and adapts to decorative framework shapes, flowing with border motifs while maintaining readability
+
+**Format-Specific Text Rules**: Fillmore poster mode with sophisticated text hierarchy; elegant text integration into Art Nouveau decorative framework; sophisticated typographic treatment supporting visual refinement.
+
+**Historical accuracy**: Typography must match 1967-1971 Fillmore poster conventions with MacLean's Art Nouveau sophisticated influence and elegant integration rather than aggressive illegibility effects.
+
+**Production Method Integration**: Typography rendered with same sophisticated photo-offset lithography characteristics; elegant letter treatment with Art Nouveau ornamental integration creating refined visual harmony.
+
+------
+
+## Technical Material Specifications
+
+**Primary Tools & Materials:**
+
+- Photo-offset lithography with limited color separations (maximum 3-4 colors)
+- Bold outline production tools for consistent 2-3mm weight throughout composition
+- Art Nouveau decorative pattern references and Medieval illuminated manuscript sources
+- Sophisticated color mixing for elegant restrained palette harmony
+
+**Color Theory Application:**
+
+- MacLean's bold psychedelic contrasts: maximum 3-4 colors using unexpected combinations creating visual tension
+- Specific contrasting pairs: lime green + purple, orange + blue, bright yellow + teal, magenta + forest green
+- High contrast color relationships prioritizing counterculture boldness over traditional harmony
+- Flat color areas with no photographic shading maintaining bold graphic poster impact
+- Color tension supporting MacLean's fusion of Art Nouveau structure with psychedelic energy
+
+**Production Authenticity:**
+
+- Limited color separation techniques for sophisticated restraint and elegant printing quality
+- Sophisticated poster production methods with period-appropriate printing characteristics and refined visual presentation
+- Bold outline work maintaining elegant clarity and sophisticated graphic separation
+- Hand-crafted sophisticated poster techniques authentic to 1967-1971 Fillmore period with documented production methods
+
+**Art Nouveau Integration Process:**
+
+- Reference to Alphonse Mucha and sophisticated Art Nouveau decorative masters with elegant proportional systems
+- Medieval illuminated manuscript design element incorporation with sophisticated ornamental border patterns
+- Elegant proportional elongation (30-40% vertical extension) following Art Nouveau sophisticated traditions and graceful figure treatment
+- Refined decorative pattern integration with sophisticated flowing elements supporting rather than overwhelming figure dominance
+
+------
+
+## Style Philosophy Integration
+
+**Sophisticated Elegant Transformation System:**
+
+1. **From Photographic to Sophisticated**: Transform subject into elegantly stylized Art Nouveau-inspired representation with refined beauty and sophisticated grace
+2. **From Aggressive to Refined**: Emphasize sophisticated elegance and restrained visual appeal over harsh optical effects or aggressive psychedelic elements
+3. **From Chaotic to Harmonious**: Maintain Art Nouveau elegant flow and sophisticated decorative integration with visual refinement and compositional restraint
+4. **From Complex to Elegant**: Simplify color palette (3-4 maximum) and decorative elements (20% maximum) to achieve MacLean's characteristic sophisticated restraint
+
+**MacLean Innovation Principles:**
+
+- Serene meditative facial expressions creating contemplative sophisticated presence and elegant composure
+- Art Nouveau decorative integration with sophisticated restraint (maximum 20% of composition) supporting figure dominance
+- Elegant proportional relationships and sophisticated grace following Art Nouveau decorative traditions
+- Limited sophisticated color palette (3-4 maximum) creating elegant visual harmony and refined poster aesthetic
+- Sophisticated feminine design sensibility emphasizing elegant grace and refined beauty over aggressive psychedelic effects
+- Medieval and Gothic decorative influence with sophisticated ornamental integration and elegant pattern treatment
+
+This framework ensures authentic reproduction of Bonnie MacLean's sophisticated psychedelic poster aesthetic while maintaining technical accuracy to her 1960s production methods and philosophical approach to Art Nouveau-inspired elegant design, sophisticated restraint, and refined decorative beauty.
+
+---
diff --git a/styles/psychedelic_art/mouse_kelley_psychedelic_collage.md b/styles/psychedelic_art/mouse_kelley_psychedelic_collage.md
new file mode 100644
index 0000000..b9e90af
--- /dev/null
+++ b/styles/psychedelic_art/mouse_kelley_psychedelic_collage.md
@@ -0,0 +1,327 @@
+---
+id: mouse_kelley_psychedelic_collage
+group: Psychedelic Art
+movement: Mouse & Kelley Psychedelic Collage
+artist: Stanley Mouse & Alton Kelley
+display_name: Mouse & Kelley — Psychedelic Collage Poster
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Family Dog posters printed 14×20 inches—roughly 2:3—so keep that vertical for
+  collage halos and ornate borders.
+modes:
+  - Concert Poster
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Stanley Mouse and Alton Kelley fused Art Nouveau loops, spiritual iconography,
+  and photographic collage into the Family Dog poster house style. We keep their
+  hand-cut lettering and sinuous borders while celebrating brand-new ballrooms
+  and headliners.
+hero_image: null
+---
+
+# Stanley Mouse & Alton Kelley
+
+## Renderer-Agnostic Adapter - Mouse & Kelley Specific
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** Mouse & Kelley-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate deliberately challenging aesthetics when historically accurate
+
+**Face-Treatment Flags (Mouse & Kelley-specific):**
+
+- `iconic-symbolic-integration` - Facial features transformed into symbolic, archetypal representation within decorative framework
+- `art-nouveau-elongation` - Proportions elegantly elongated following Art Nouveau figure traditions (Mucha influence)
+- `decorative-frame-emergence` - Face emerges from and integrates with ornamental border systems and flowing patterns
+- `historical-appropriation-style` - Features reinterpreted through 19th-century illustration aesthetic (Edmund Sullivan influence)
+- `split-fountain-color-flow` - Face colored through rainbow fountain technique creating organic color transitions
+
+**Pose Flags (Mouse & Kelley-specific):**
+
+- `archetypal-positioning` - Pose emphasizes symbolic, mythic, or allegorical significance over realistic gesture
+- `decorative-integration` - Body positioning flows seamlessly with Art Nouveau ornamental elements
+- `iconic-recognition` - Pose optimized for memorable visual impact and symbolic power
+- `historical-recontextualization` - Positioning references appropriated historical imagery while serving contemporary cultural meaning
+
+**Canvas Control Flags:**
+
+- `strict-reframe` - Essential for poster format adherence
+- `adaptive-extend` - Background extends using decorative Art Nouveau patterns and symbolic elements
+
+**Material Physics Authority:**
+
+- Photo-offset lithography with split fountain rainbow effects
+- Hand-cut Rubylith masking film for color separations
+- Acetate overlay registration systems
+- Color mixing specifications: eye-mixed inks for custom palette creation
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (concert poster standard) - ignore source image dimensions completely.
+
+**COMPLETE ARTISTIC RECONSTRUCTION:** Redraw subject entirely from scratch as hand-crafted artwork in **Stanley Mouse & Alton Kelley's iconic psychedelic poster style (1966-1975)**.
+
+**CRITICAL: NO PHOTOGRAPHIC PRESERVATION.** This is not a photo filter or effect. Create original drawn artwork that captures essence through iconic symbolic interpretation, not photographic accuracy.
+
+**Likeness Method**: Capture identity through **iconic symbolism** combined with flowing Art Nouveau decorative elements, transforming subject into archetypal representation.
+
+**Timeframe**: Peak Grateful Dead and San Francisco poster period, Family Dog productions (1966-1975).
+
+**Degree of artistic transformation**: Subject completely reimagined as iconic, symbolic representation; emphasis on memorable visual impact through decorative integration rather than realistic portrayal.
+
+**Emotional tone**: Mystically iconic, symbolically powerful, decoratively flowing, counterculturally rebellious.
+
+**Integration mandate**: Figure must be decoratively framed and integrated with ornamental elements - iconic positioning within symbolic landscape rather than isolation.
+
+**IP Safeguard Declaration:** Create original psychedelic portrait artwork avoiding copyrighted concert imagery while maintaining authentic Mouse & Kelley iconic symbolism and decorative integration principles.
+
+**Face-Treatment Flag**: `iconic-symbolic-integration` **Pose Flag**: `archetypal-positioning`
+ **Canvas Control Flag**: `strict-reframe`
+
+**Style Dominance**: The final result must be hand-crafted iconic poster art emphasizing symbolic power and Art Nouveau decorative integration over any photographic qualities.
+
+**Mode Selector**: Iconic poster format for psychedelic rock venues emphasizing symbolic recognition and decorative beauty.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION**: `2:3` (classical poster format / 1960s concert poster standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background using Art Nouveau decorative patterns and symbolic landscape elements
+- **Spatial Allocation**: Subject placement center-dominant with 65% figure dominance, 35% decorative framing integration
+- **Background Treatment**: Flowing Art Nouveau patterns, symbolic landscapes, ornamental frameworks creating decorative context
+- **Format Justification**: 2:3 ratio serves psychedelic poster tradition while accommodating decorative border elements and symbolic integration typical of Mouse & Kelley compositions
+
+**Composition Adaptation**: Portrait orientation allows for vertical symbolic hierarchy with decorative framing elements while maximizing iconic impact of central figure.
+
+------
+
+## 3) Style Context & Material Authenticity
+
+The artwork must be created in Stanley Mouse & Alton Kelley's iconic psychedelic poster style, capturing the **symbolic iconography and decorative flow** of 1960s San Francisco rock culture (1966-1975).
+
+**Intended medium**: Photo-offset lithography with rich color combinations, split fountain rainbow effects, and decorative integration on sturdy poster stock.
+
+**Thematic purpose**: Concert posters creating iconic imagery for psychedelic rock bands, especially the Grateful Dead; visual communication emphasizing symbolic recognition and decorative beauty over aggressive optical effects.
+
+**Influences**: Art Nouveau masters (Alphonse Mucha, Edmund Joseph Sullivan), American folk art, Mexican Day of the Dead imagery, 19th-century book illustrations, historical appropriation and recontextualization, Vienna Secession decorative arts.
+
+**3-5 hallmark motifs with quantified specifications**:
+
+1. **Decorative border integration**: Art Nouveau-style ornamental frameworks with 15-20mm border width containing flowing organic patterns
+2. **Split fountain rainbow effects**: Smooth color gradations across 3-4 hues blending at 5-10mm transition zones
+3. **Historical appropriation aesthetic**: 19th-century illustration line quality with 2-3mm consistent stroke weights
+4. **Iconic symbolic representation**: Figure transformed into archetypal imagery with 150-200% symbolic amplification over realistic representation
+5. **Ornamental typography**: Hand-lettered flowing text integrated into decorative scheme with 30-45 degree angle variations
+
+**Period framing**: Peak San Francisco psychedelic movement, Family Dog and Grateful Dead poster era, historical art appropriation period.
+
+**Tone Tag**: Mystically iconic, decoratively elegant, symbolically powerful, folk art influenced, historically conscious.
+
+**Production Era Authenticity**: 1960s photo-offset lithography with split fountain techniques, hand-cut color separations, acetate overlay registration systems, custom ink mixing practices.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Work**: Flowing, decorative contours inspired by Art Nouveau masters; hand-drawn organic line quality with 2-3mm consistent weight; emphasis on iconic clarity rather than optical vibration; **complete departure from photographic line work**.
+
+**Anatomical Stylization**: Figures simplified into iconic symbolic forms; Art Nouveau proportional elongation where appropriate (150% neck/limb extension); decorative integration supporting memorable visual recognition; **no photographic anatomical preservation**.
+
+**Detail Hierarchy**: Selective detail supporting iconic recognition and decorative flow; ornamental pattern details flowing seamlessly between figure and background; 65% iconic figure/35% decorative integration with **seamless symbolic transition**.
+
+**Coloring Method**: Split fountain rainbow technique creating smooth 3-4 color gradations; rich harmonious color combinations mixing earth tones with vibrant accents; symbolic color choices supporting archetypal meaning; **no photographic color relationships**.
+
+**Surface Quality**: **Hand-crafted poster art aesthetic** with smooth, flowing color applications; decorative pattern precision; **completely eliminate photographic texture in favor of iconic poster art surface treatment**.
+
+**Figure-Ground Integration**: Subject iconically positioned within decorative ornamental framework; **symbolic landscape context rather than photographic background**; Art Nouveau-style environmental integration.
+
+**Pose Anchors**: Body positioning emphasizing iconic symbolic significance; archetypal gesture supporting overall decorative composition; positioning optimized for memorable poster recognition rather than photographic documentation.
+
+**Scale Hierarchy**: Proportional relationships serving iconic composition; detail organized from primary (symbolic essence) to secondary (decorative integration) to tertiary (ornamental background); **no photographic detail relationships**.
+
+**Artistic Authenticity**: **Complete iconic reconstruction** using Mouse & Kelley's symbolic interpretation and Art Nouveau decorative techniques; **zero photographic characteristics retained**; authentic 1960s poster art aesthetic.
+
+**Decorative Integration**: All elements unified through flowing Art Nouveau ornamental treatment; **figure and decorative elements harmoniously balanced** through continuous symbolic and artistic integration.
+
+**Canvas Adaptation**: Composition designed for 2:3 poster ratio with decorative hierarchical organization optimized for iconic impact and symbolic recognition rather than photographic documentation.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks**: 1960s counterculture fashion transformed into flowing decorative patterns and symbolic elements rather than realistic clothing representation.
+
+**Typical clothing**: Figures may appear in historic, mythic, or allegorical costume rather than contemporary fashion, reinforcing their iconic symbolic significance; flowing robes, period dress, archetypal garments.
+
+**Era-appropriate accessories**: Peace symbols, cosmic elements, folk art jewelry integrated into overall decorative scheme; symbolic rather than realistic representation; accessories supporting archetypal transformation.
+
+**Fabric qualities**: Materials rendered as flowing decorative patterns following Art Nouveau textile treatment; clothing transformed into symbolic costume elements rather than realistic garments.
+
+**Color palette restrictions**: Rich harmonious combinations including earth tones (ochres, deep reds, forest greens) mixed with vibrant accents; split fountain rainbow effects; symbolic color choices supporting archetypal meaning; no harsh optical contrast.
+
+**Wardrobe variation required**: Primary garment colors cycle through rich earth tone combinations with rainbow accent integration - avoid electric complementary pairs, embrace harmonious relationships.
+
+**Props**: Symbolic objects integrated into decorative scheme maximum 2 total; guitars, roses, skulls, peace symbols as iconic elements; musical instruments, mythic objects, folk art elements; **all props symbolically integrated rather than photographically realistic**.
+
+**Coherence filter**: All fashion elements support iconic symbolic aesthetic and Art Nouveau decorative integration; realistic material representation transformed into symbolic archetypal elements.
+
+**Detail level**: Stylized integration of clothing into overall flowing decorative composition; symbolic costume elements prioritized over fashion accuracy; archetypal significance emphasized.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2)**:
+
+- ⌐ No photographic realism or preservation—must be completely redrawn as iconic symbolic artwork
+- ⌐ No digital filters or effects applied to photographs—create original iconic art from historical appropriation approach
+- ⌐ No harsh optical vibration or electric color combinations—must use harmonious Art Nouveau color relationships
+- ⌐ No figure isolation without decorative context—must integrate with ornamental framework and symbolic landscape
+- ⌐ No photographic texture, grain, or smoothness—emphasize hand-drawn decorative poster art line quality
+- ⌐ No chaotic or uncontrolled compositions—must maintain Art Nouveau decorative flow and iconic clarity
+- ⌐ No aggressive or confrontational imagery—must maintain folk art warmth and symbolic dignity
+- ⌐ No original aspect ratio—must recompose for exact 2:3 poster proportion with decorative framing
+
+**Canvas Positives (≥2)**:
+
+- ✓ Exactly 2:3 ratio concert poster composition with decorative hierarchical flow and ornamental framing
+- ✓ Complete iconic symbolic reconstruction using Mouse & Kelley's archetypal transformation approach
+- ✓ Art Nouveau decorative integration with flowing ornamental patterns and symbolic landscape elements
+- ✓ Split fountain rainbow color effects creating smooth harmonic transitions between 3-4 hues
+- ✓ Hand-crafted poster art surface quality eliminating all photographic characteristics in favor of iconic symbolic treatment
+- ✓ Historical appropriation aesthetic referencing 19th-century illustration traditions with contemporary recontextualization
+- ✓ Symbolic landscape integration where subject occupies archetypal position within decorative environmental context
+- ✓ Ornamental typography integration with hand-lettered flowing text becoming part of overall decorative scheme
+
+**Vocabulary warnings**: Avoid "harsh," "aggressive," "confrontational," "chaotic," "electric vibration" - these contradict Mouse & Kelley's harmonious folk art influenced aesthetic. Avoid "ornate" or "elaborate" only if frame generation unwanted, though decorative integration is essential to their style.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**Ratio-Specific Composition Requirements**: Portrait 2:3 format with decorative emphasis, subject dominance ≥65%, ornamental staging with concert poster conventions optimized for iconic recognition and symbolic integration.
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+**Perspective regime**: Iconic poster perspective with decorative depth achieved through Art Nouveau ornamental layering rather than dimensional modeling; symbolic positioning within decorative landscape context.
+
+**Grid/symmetry**: Art Nouveau asymmetrical balance with flowing decorative integration; organic ornamental organization supporting iconic central positioning.
+
+**Figure:ground %**: 65% iconic figure integration / 35% decorative ornamental framework with **harmonious symbolic relationship** through Art Nouveau design principles.
+
+**Density %**: Moderate information density allowing for contemplative viewing; decorative complexity balanced with iconic clarity for symbolic recognition and aesthetic appreciation.
+
+**Lighting logic**: No naturalistic lighting; symbolic illumination effects through color harmony and decorative pattern relationship rather than dimensional light sources; Art Nouveau atmospheric treatment.
+
+**Detail:negative space ratio**: Balanced decorative coverage with strategic negative space for visual breathing; ornamental pattern flow optimized for 2:3 ratio with decorative framing considerations.
+
+**REQUIRED ANCHORS**:
+
+**Surface Context Anchor**: Concert poster for psychedelic ballroom and folk venue walls; sturdy poster stock with photo-offset lithography characteristics; viewing distance 4-12 feet allowing for both iconic recognition and decorative appreciation.
+
+**Frame/Band Anchor**: Art Nouveau-style ornamental borders and decorative framing elements integrated into composition; flowing patterns creating environmental context rather than separate design elements.
+
+**Production Context Anchor**: 1960s San Francisco poster production methods; split fountain rainbow technique; hand-cut acetate overlays; custom ink mixing for harmonious color relationships.
+
+**Ratio Enforcement Anchor**: Composition designed specifically for 2:3 poster proportion with decorative hierarchical organization; iconic figure placement and ornamental framing optimized for poster format rather than adapted from different ratio.
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary Decision**: Allow typography integration (concert poster format requires iconic text integration)
+
+**Ratio-Appropriate Zones**: Typography integrated into flowing Art Nouveau decorative composition; ornamental text treatment becoming part of overall symbolic design rather than separate information blocks.
+
+**Copy limits**: ≤6 words per typographic element; ≤3 total text elements positioned for poster hierarchy with band name prominence, venue secondary, date tertiary.
+
+**Period-Appropriate Typography**: Hand-lettered flowing Art Nouveau-inspired letterforms integrated into decorative patterns; readable sophistication prioritized over illegibility; ornamental text treatment supporting overall symbolic composition.
+
+**Font recommendation**: Art Nouveau-inspired flowing letterforms for Mouse & Kelley's decorative integration style:
+
+- **Cinzel Decorative** (Art Nouveau ornamental quality, 80% match)
+- **Pinyon Script** (flowing decorative script, 75% match)
+- **Great Vibes** (organic flowing letterforms, 70% match)
+- Better historical accuracy: Hand-lettered custom typography following Art Nouveau decorative principles with Mouse & Kelley ornamental integration
+
+**Format-Specific Text Rules**: Concert poster mode with decorative text hierarchy; band name integrated into ornamental framework, venue information flowing with decorative elements; text becomes part of symbolic landscape through Art Nouveau integration principles.
+
+**Historical accuracy**: Typography must match 1966-1975 San Francisco psychedelic poster conventions with Art Nouveau decorative influence and flowing ornamental integration rather than aggressive illegibility.
+
+**Production Method Integration**: Typography rendered with same photo-offset lithography characteristics including split fountain color effects; ornamental letter treatment with decorative pattern integration creating harmonious visual unity.
+
+------
+
+## Technical Material Specifications
+
+**Primary Tools & Materials:**
+
+- Photo-offset lithography with split fountain rainbow technique
+- Hand-cut Rubylith masking film for precise color separations
+- Acetate overlay registration systems with alignment marks
+- Custom ink mixing: eye-mixed colors for harmonious palette creation
+- Photostat machine reproduction of historical source imagery
+- Art Nouveau reference materials and historical illustration books
+
+**Color Theory Application:**
+
+- Split fountain rainbow gradation technique across 3-4 harmonious hues
+- Rich color combinations: earth tones (ochres, deep reds, forest greens) with vibrant accents
+- Symbolic color choices supporting archetypal meaning
+- Harmonic color relationships avoiding harsh optical effects
+- Color transitions blending at 5-10mm zones for smooth gradation
+
+**Production Authenticity:**
+
+- Hand-cut color separation techniques using masking film
+- Acetate overlay registration with manual alignment systems
+- Custom ink mixing for specific color harmony requirements
+- Split fountain press setup for rainbow color effects
+
+**Historical Appropriation Process:**
+
+- Library research and historical image sourcing
+- Photostat machine reproduction of 19th-century illustrations
+- Recontextualization through contemporary symbolic interpretation
+- Integration of historical aesthetics with 1960s counterculture meaning
+
+------
+
+## Style Philosophy Integration
+
+**Iconic Symbolic Transformation System:**
+
+1. **From Photographic to Archetypal**: Transform subject into iconic symbolic representation with universal recognition value
+2. **From Isolated to Integrated**: Position figure within decorative Art Nouveau ornamental framework and symbolic landscape
+3. **From Contemporary to Timeless**: Incorporate historical artistic traditions through appropriation and recontextualization
+4. **From Individual to Universal**: Emphasize archetypal significance over personal characteristics
+
+**Mouse & Kelley Innovation Principles:**
+
+- "Fishing in the past" - historical appropriation and contemporary recontextualization
+- Art Nouveau decorative integration with psychedelic cultural meaning
+- Iconic symbolic representation creating memorable visual impact
+- Split fountain rainbow technique for harmonic color transitions
+- Collaborative technical virtuosity: Kelley's vision + Mouse's execution
+
+This framework ensures authentic reproduction of Stanley Mouse & Alton Kelley's iconic psychedelic poster aesthetic while maintaining technical accuracy to their 1960s production methods and philosophical approach to historical appropriation, symbolic transformation, and Art Nouveau decorative integration.
+
+---
diff --git a/styles/psychedelic_art/peter_max_cosmic_pop.md b/styles/psychedelic_art/peter_max_cosmic_pop.md
new file mode 100644
index 0000000..7e65a9a
--- /dev/null
+++ b/styles/psychedelic_art/peter_max_cosmic_pop.md
@@ -0,0 +1,333 @@
+---
+id: peter_max_cosmic_pop
+group: Psychedelic Art
+movement: Cosmic Pop Psychedelia
+artist: Peter Max
+display_name: Peter Max — Cosmic Pop Psychedelia
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Peter Max’s cosmic posters ran on 2:3 verticals fit for magazine inserts and
+  wall prints—stay with that to balance floating figures and starbursts.
+modes:
+  - Poster Art
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Peter Max flooded the zeitgeist with day-glo cosmos—silhouettes orbiting
+  pop-art planets, rainbow gradients, and cosmic lovers. We capture that
+  optimistic psychedelia while plotting new astral travelers and peace-age
+  slogans.
+hero_image: null
+---
+
+# Peter Max
+
+## Renderer-Agnostic Adapter - Peter Max Specific
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** Max-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate deliberately optimistic and cosmic aesthetics when historically accurate
+
+**Face-Treatment Flags (Max-specific):**
+
+- `cosmic-flat-graphic` - Face rendered as flat graphic shapes with bold comic-book outline work (2-3mm thick)
+- `eliminate-dimensional-modeling` - Remove all photographic shading and realistic facial modeling completely
+- `pop-art-simplification` - Facial features simplified through Max's pop art comic-book graphic approach
+- `cosmic-optimistic-expression` - All facial features express Max's characteristic cosmic optimism and peace
+- `comic-outline-definition` - Complete facial definition through bold black outline work with flat color fills
+
+**Pose Flags (Max-specific):**
+
+- `cosmic-celebration-positioning` - Pose emphasizes Max's cosmic optimism and universal peace themes
+- `pop-culture-accessibility` - Body positioning incorporates Max's accessible, commercial pop art sensibility
+- `cosmic-symbol-integration` - Pose flows with Max's signature cosmic symbols (stars, peace signs, rainbows)
+- `universal-love-expression` - Positioning creates Max's characteristic message of peace and universal harmony
+
+**Canvas Control Flags:**
+
+- `strict-reframe` - Essential for poster/commercial format adherence
+- `adaptive-extend` - Background extends using Max's cosmic landscapes and rainbow environments
+
+**Material Physics Authority:**
+
+- Acrylic paint and silkscreen with brilliant rainbow colors
+- Comic-book style bold outline work (2-3mm thick) defining all forms
+- Pop art commercial poster production methods
+- Day-glo and fluorescent ink applications for maximum color intensity
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (poster standard) - ignore source image dimensions completely.
+
+**COMPLETE ARTISTIC RECONSTRUCTION:** Redraw subject entirely from scratch as hand-crafted artwork in **Peter Max's cosmic psychedelic style (1960s-1970s)**.
+
+**CRITICAL: NO PHOTOGRAPHIC PRESERVATION OR FILTERING.** Face and features must be completely redrawn with Max's characteristic bold black comic-book outline work (2-3mm thick) defining all shapes. Subject rendered with flat graphic poster treatment using Max's rainbow color palette and cosmic symbolism.
+
+**Likeness Method**: Capture identity through **cosmic graphic poster treatment** - subject recognition through Max's bold outline work and optimistic expression rather than realistic representation.
+
+**Timeframe**: Peak cosmic art and commercial success period (1967-1975).
+
+**Degree of artistic transformation**: Subject completely reimagined as cosmic celebration artwork; emphasis on universal symbols and rainbow optimism over realistic representation.
+
+**Emotional tone**: Cosmically optimistic, rainbow-celebratory, universally loving, peacefully psychedelic, pop-accessible.
+
+**Integration mandate**: Figure must be defined by Max's characteristic bold comic-book outline work (2-3mm thick) with cosmic symbols and rainbow elements integrated throughout composition.
+
+**IP Safeguard Declaration:** Create original cosmic portrait artwork avoiding copyrighted imagery while maintaining authentic Max rainbow celebration and universal peace aesthetics.
+
+**Face-Treatment Flag**: `cosmic-flat-graphic` **Pose Flag**: `cosmic-celebration-positioning`
+ **Canvas Control Flag**: `strict-reframe`
+
+**Style Dominance**: The final result must be hand-crafted cosmic celebration artwork emphasizing Max's rainbow optimism and universal peace symbols over any photographic qualities.
+
+**Mode Selector**: Cosmic poster format for commercial accessibility emphasizing rainbow celebration and universal peace messaging.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION**: `2:3` (poster format / commercial art standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background using Max's cosmic landscapes, rainbow skies, and universal peace environments
+- **Spatial Allocation**: Subject placement with 75% cosmic figure dominance, 25% simplified cosmic background with strategic cosmic symbol placement (3-5 key symbols maximum)
+- **Background Treatment**: Single flat color fields (minimum 40% of background area per color zone) with no diagonal stripes, radiating rays, or complex pattern systems; maximum 2 background color zones; cosmic symbols positioned in flat color areas rather than pattern overlays
+- **Format Justification**: 2:3 ratio serves commercial poster tradition while accommodating Max's cosmic celebration and rainbow optimization typical of his accessible designs
+
+------
+
+## 3) Style Context & Material Authenticity
+
+The artwork must be created in Peter Max's cosmic psychedelic style, capturing the **cosmic optimism and rainbow celebration** of 1960s peace and love culture (1960s-1970s).
+
+**Intended medium**: Acrylic paint and silkscreen with brilliant rainbow colors and cosmic imagery on commercial poster stock.
+
+**Thematic purpose**: Commercial psychedelic art celebrating peace, love, and cosmic consciousness for mass market appeal; visual communication promoting universal harmony and optimistic messaging.
+
+**Influences**: Eastern spirituality (Swami Satchidananda), cosmic consciousness, comic book graphics (heavy outlines), Art Nouveau flowing letterforms, rainbow color theory, optimistic counterculture messaging.
+
+**3-5 hallmark motifs with quantified specifications**:
+
+1. **Bold comic-book outline work**: All forms defined by 2-3mm thick black outlines creating clear graphic separation
+2. **Rainbow spectrum color fields**: Brilliant rainbow palettes with flat color areas celebrating cosmic optimism
+3. **Cosmic symbols and peace messaging**: Stars, peace signs, doves, cosmic figures, universal love symbols integrated throughout
+4. **Flat graphic poster aesthetic**: Commercial accessibility through bold outline work and flat color fills
+5. **Strategic cosmic symbol placement**: Limited cosmic symbols (3-5 maximum) positioned for visual balance rather than density - peace signs, stars, rainbow arcs placed strategically without overwhelming composition
+
+**Period framing**: Peak cosmic art period, Max's commercial success years, establishment of cosmic optimism visual language.
+
+**Tone Tag**: Cosmically optimistic, rainbow-celebratory, universally loving, peacefully psychedelic, pop-accessible, commercially friendly.
+
+**Production Era Authenticity**: 1960s-1970s acrylic paint and silkscreen production with brilliant rainbow colors, comic-book outline techniques, commercial poster methods.
+
+------
+
+## 4) Technical Method & Mark-Making (≥5 anchors + measurement specifications)
+
+**Line Work**: Bold black comic-book outline work (2-3mm thick) defining all major forms; clear graphic separation between color areas; eliminate photographic line characteristics and soft edges throughout composition.
+
+**Anatomical Stylization**: Flat graphic shapes with 2-3mm black outlines; eliminate all photographic proportions and dimensional modeling; replace realistic features with simplified cosmic graphic elements; comic-book poster approach throughout.
+
+**Detail Hierarchy**: Primary elements defined by 2-3mm black outlines; secondary elements as flat rainbow color areas within outlines; tertiary elements as cosmic symbols (stars, peace signs); eliminate realistic detail rendering in favor of cosmic graphic simplification.
+
+**Coloring Method**: Strategic rainbow color allocation with saturation variation - **60% of color areas at maximum saturation, 40% of color areas at 70% saturation**; flat color areas separated by black outline work; eliminate color blending and photographic shading; each color occupies distinct areas defined by 2-3mm black boundaries with no pattern overlays.
+
+**Surface Quality**: Bold cosmic graphic aesthetic with flat rainbow color areas separated by 2-3mm black outline work; **brilliant rainbow spectrum** creating Max's characteristic optimistic celebration; distinct color zones with black boundaries; eliminate all photographic surface treatments.
+
+**Figure-Ground Integration**: Subject rendered as bold outlined cosmic form (2-3mm black lines) positioned within rainbow cosmic environments; clear separation between outlined figure and cosmic background elements; cosmic symbols integrated without blending into figure areas.
+
+**Pose Anchors**: Body positioning defined through bold cosmic graphic outline work (2-3mm black lines); eliminate photographic gesture treatment; position optimized for cosmic celebration composition with peace and love messaging.
+
+**Scale Hierarchy Anchor**: Proportional relationships serving cosmic graphic poster composition; flat rainbow color area organization rather than realistic detail hierarchy; eliminate all photographic proportional relationships.
+
+**Material Authenticity Anchor**: Authentic 1960s-1970s acrylic paint and silkscreen techniques; comic-book outline work with period-appropriate characteristics; brilliant rainbow color applications.
+
+**Period Consistency Anchor**: All elements historically coherent with Max's 1967-1975 cosmic celebration innovations; authentic rainbow spectrum methods; documented cosmic optimism techniques.
+
+**Production Method Anchor**: Acrylic paint and silkscreen with brilliant rainbow colors; comic-book outline production methods; commercial poster techniques with cosmic symbol integration.
+
+**Canvas Adaptation Anchor**: Composition designed for 2:3 poster ratio with cosmic celebration organization optimized for rainbow color impact and commercial poster format.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions + Prop Selector
+
+**Wardrobe tracks**: 1960s-1970s peace movement fashion integrated into cosmic celebration themes rather than realistic clothing representation.
+
+**Fabric behavior**: Materials transformed into Max's flat rainbow color areas and cosmic patterns; clothing becomes part of overall cosmic graphic composition through outline work and color fields.
+
+**Accessory caps**: Peace symbols, cosmic jewelry, rainbow elements (Minimalist 0-2) integrated into cosmic celebration composition.
+
+**Color palette restrictions**: Max's brilliant rainbow spectrum creating cosmic celebration; flat color relationships supporting graphic poster impact; commercial accessibility through bold color clarity.
+
+**Wardrobe variation required**: Primary garment colors cycle through Max's rainbow spectrum with cosmic celebration - embrace brilliant color harmony for universal peace messaging.
+
+**Props**: Cosmic symbols integrated directly into figure design maximum 2 total:
+
+```yaml
+Symbol_Integration:
+  Primary_Symbol:
+    - peace_sign: positioned on shirt center, 15-20% of torso width
+    - integration_method: part of clothing design, not floating overlay
+  Secondary_Symbol:
+    - stars: maximum 3 stars as collar pattern elements only
+    - size_specification: 2-3% of composition area each
+    - placement: integrated into collar, cuffs, or hem as clothing decoration
+```
+
+**Coherence filter**: All fashion elements support cosmic celebration aesthetic and rainbow color integration; realistic material representation transformed into flat graphic poster elements.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2)**:
+
+- ⌐ No photographic realism, preservation, filtering, or realistic facial modeling—must be completely reconstructed as cosmic graphic poster art
+- ⌐ No realistic proportions or photographic accuracy—entirely redefine through Max's cosmic graphic poster approach with bold black outline work
+- ⌐ No dimensional modeling or photographic rendering—use flat cosmic graphic treatment with comic-book boldness throughout
+- ⌐ No muted or subdued colors—must use Max's brilliant rainbow spectrum for cosmic celebration impact
+- ⌐ No diagonal stripe patterns, radiating ray systems, or complex background pattern overlays—use single flat color fields only
+- ⌐ No maximum color saturation in all areas—vary saturation levels with 60% areas at full intensity, 40% areas at medium intensity
+- ⌐ No floating cosmic symbols positioned separately from figure—integrate all symbols into clothing patterns, collars, cuffs, or hem decoration only
+
+**Canvas Positives (≥2)**:
+
+- ✓ Complete cosmic graphic reconstruction with clear visual evidence: all features redefined through Max's bold comic-book outline work (2-3mm thick)
+- ✓ Brilliant rainbow spectrum palette with flat color areas creating Max's characteristic cosmic celebration and optimistic impact
+- ✓ Bold black comic-book outlines as primary structural element defining face, figure, cosmic symbols, and all elements throughout
+- ✓ Flat cosmic graphic treatment eliminating all photographic modeling in favor of commercial poster art reconstruction
+- ✓ Single flat color fields occupying minimum 40% of background area per color zone with no pattern overlays or stripe systems
+- ✓ Color saturation variation: 60% of color areas at maximum intensity, 40% of color areas at 70% saturation for visual balance
+- ✓ Cosmic symbols integrated into clothing design (peace sign on shirt center, stars as clothing pattern elements) rather than floating separately
+
+**Vocabulary warnings**: Avoid "dark," "negative," "aggressive," "harsh" - these contradict Max's cosmic optimism. Embrace "cosmic," "rainbow," "peaceful," "optimistic," "universal," "celebratory" which define his approach.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**: Portrait 2:3 format with cosmic emphasis, rainbow celebration ≥70%, optimistic staging with commercial poster conventions optimized for universal accessibility and peace messaging.
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+**Perspective regime**: Cosmic poster perspective with rainbow depth through Max's flat color layering and graphic integration; cosmic positioning within rainbow environmental context.
+
+**Grid/symmetry**: Cosmic celebration balance with rainbow integration; flat graphic organization supporting cosmic central positioning through Max's characteristic optimistic movement.
+
+**Figure:ground %**: 75% cosmic celebration figure dominance / 25% simplified cosmic background with **clear visual hierarchy** through Max's 2-3mm black boundaries and strategic cosmic symbol placement.
+
+**Density %**: Minimal background pattern density with maximum 2 background color zones occupying 40% minimum area each; eliminate radiating ray patterns, diagonal stripes, and complex overlays in favor of single flat color fields.
+
+**Lighting logic**: No naturalistic lighting; cosmic illumination effects through Max's rainbow color harmony and cosmic symbol relationships; universal peace atmospheric treatment.
+
+**Detail:negative space ratio**: Rainbow coverage with cosmic negative space integration; peaceful composition flow optimized for 2:3 ratio with commercial poster considerations.
+
+**REQUIRED ANCHORS**:
+
+**Surface Context Anchor**: Commercial poster for mass market display; accessible poster stock with Max's cosmic acrylic and silkscreen characteristics; viewing distance 3-10 feet allowing for rainbow recognition and cosmic symbol appreciation.
+
+**Frame/Band Anchor**: No external frames; cosmic compositions bleeding to poster edges with Max's rainbow celebration integration throughout.
+
+**Production Context Anchor**: 1960s-1970s cosmic poster production methods; acrylic and silkscreen technique; commercial accessibility systems; Max's rainbow color integration.
+
+**Ratio Enforcement Anchor**: Composition designed specifically for 2:3 commercial proportion with cosmic celebration organization; rainbow figure placement and peaceful symbol integration optimized for poster format.
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary Decision**: Allow typography integration (cosmic poster format requires peaceful text integration)
+
+**Ratio-Appropriate Zones**: Typography integrated into Max's cosmic celebration composition; flowing peace messaging becoming part of overall rainbow design through cosmic symbol flow.
+
+**Copy limits**: ≤4 words per typographic element; ≤2 total text elements positioned for cosmic poster hierarchy with peace messaging prominence, universal love secondary.
+
+**Period-Appropriate Typography**: Max's signature flowing, organic letterforms inspired by Art Nouveau; optimistic aesthetic prioritizing cosmic celebration over pure legibility; rainbow text treatment supporting universal peace messaging.
+
+**Font recommendation**: Flowing letterforms for Max's cosmic integration style:
+
+- **Fredoka One** (cosmic flowing letterforms, 80% match)
+- **Righteous** (1960s poster aesthetic with peace, 75% match)
+- **Bungee** (psychedelic poster letterforms, 70% match)
+- Better historical accuracy: Hand-lettered flowing typography following Max's Art Nouveau adaptation with cosmic celebration and rainbow integration
+
+**Format-Specific Text Rules**: Cosmic poster mode with rainbow text hierarchy; text becomes part of cosmic compositional celebration through Max's peaceful integration principles promoting universal love and harmony.
+
+**Historical accuracy**: Typography must match 1967-1975 cosmic poster conventions with Max's flowing letterform innovation and rainbow celebration integration supporting universal peace messaging.
+
+**Production Method Integration**: Typography rendered with same acrylic and silkscreen characteristics including rainbow color effects; flowing letter treatment with cosmic symbol integration creating universal visual harmony.
+
+------
+
+## Technical Material Specifications
+
+**Primary Tools & Materials:**
+
+- Acrylic paint and silkscreen with brilliant rainbow colors
+- Comic-book outline production tools for consistent 2-3mm weight
+- Cosmic symbol reference materials and Art Nouveau letterform sources
+- Rainbow spectrum color mixing for maximum brilliance and optimistic impact
+
+**Color Theory Application:**
+
+- **Max's strategic rainbow allocation:**
+  - **Figure areas**: 2-3 dominant rainbow colors in large zones (example: blue shirt, yellow pants, purple hair)
+  - **Background areas**: 1-2 rainbow colors in simplified large zones (example: orange background field with green cosmic area)
+  - **Black**: All outline work (2-3mm thick), cosmic symbol definitions, typography outlines
+  - **Cosmic symbols**: Single rainbow colors per symbol (peace sign = one color, star = one color)
+- Large flat rainbow color zones rather than fragmented rainbow distributions
+- Each color zone defined by black outline boundaries (2-3mm thick) creating clear graphic hierarchy
+- Strategic color placement supporting Max's cosmic celebration without visual chaos
+- Commercial accessibility through large color zones and clear cosmic symbol separation
+
+**Production Authenticity:**
+
+- Acrylic paint and silkscreen techniques for brilliant rainbow color integration
+- Commercial poster production methods creating Max's cosmic accessibility
+- Comic-book outline work with consistent weight maintaining graphic clarity
+- Hand-crafted cosmic poster production methods authentic to 1967-1975 period
+
+**Cosmic Symbol Integration Process:**
+
+- Art Nouveau letterform adaptation with flowing, organic cosmic treatment
+- Peace symbol integration with rainbow color harmony and universal love messaging
+- Cosmic element positioning (stars, doves, rainbows) following Max's optimistic aesthetic
+- Universal peace symbol placement supporting cosmic celebration with rainbow graphic treatment
+
+------
+
+## Style Philosophy Integration
+
+**Cosmic Celebration System:**
+
+1. **From Realistic to Cosmic**: Transform all elements into Max's characteristic universal peace and rainbow celebration
+2. **From Complex to Accessible**: Integrate figure and cosmic symbols through commercial poster clarity and optimistic messaging
+3. **From Dark to Optimistic**: All imagery promotes cosmic consciousness and universal love through rainbow celebration
+4. **From Individual to Universal**: Emphasize cosmic consciousness and universal peace over personal representation
+
+**Max Innovation Principles:**
+
+- Commercial accessibility of cosmic art through bold graphic poster treatment and rainbow celebration
+- Universal peace messaging through cosmic symbols and optimistic color relationships
+- Rainbow spectrum technique creating brilliant celebration and positive cosmic energy
+- Cosmic consciousness themes with accessible graphic treatment promoting universal love and harmony
+- Art Nouveau-inspired flowing letterforms supporting cosmic celebration and peace messaging
+- "Bright bright colors" philosophy - maximum rainbow intensity for cosmic optimism and universal accessibility
+
+This framework ensures authentic reproduction of Peter Max's cosmic psychedelic aesthetic while maintaining technical accuracy to his 1960s-1970s production methods and philosophical approach to cosmic celebration, universal peace, and rainbow optimism.
diff --git a/styles/psychedelic_art/victor_moscoso_psychedelic_poster.md b/styles/psychedelic_art/victor_moscoso_psychedelic_poster.md
new file mode 100644
index 0000000..7da8155
--- /dev/null
+++ b/styles/psychedelic_art/victor_moscoso_psychedelic_poster.md
@@ -0,0 +1,319 @@
+---
+id: victor_moscoso_psychedelic_poster
+group: Psychedelic Art
+movement: San Francisco Psychedelic Poster Art
+artist: Victor Moscoso
+display_name: Victor Moscoso — Electric Psychedelic Poster
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Moscoso’s Neon Rose posters were printed on vertical 2:3 sheets—keep the ratio
+  so vibrating colors and hand lettering stack correctly.
+modes:
+  - Concert Poster
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Victor Moscoso bent fluorescent inks into vibrating color chords—faces
+  dissolving into electric gradients, hand-lettered mazes, and halftone dots
+  blown up huge. We protect that 1966–71 ballroom energy while inventing fresh
+  gigs and mind-bending palettes.
+hero_image: null
+---
+
+# Victor Moscoso
+
+## Renderer-Agnostic Adapter - Moscoso Specific
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** Moscoso-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate deliberately uncomfortable or challenging aesthetics when historically accurate
+
+**Face-Treatment Flags (Moscoso-specific):**
+
+- `hand-drawn-psychedelic` - Facial features completely redrawn in Moscoso's organic drawing style with flowing contours
+- `electric-color-integration` - Face emerges from and dissolves into electric color fields rather than sitting on decorative background
+- `organic-line-work` - All facial contours drawn using Moscoso's flowing, organic line aesthetic
+- `pattern-figure-fusion` - Figure and decorative elements seamlessly integrated through continuous line flow
+- `anti-photographic` - Explicitly reject photographic realism in favor of hand-crafted artistic interpretation
+
+**Pose Flags (Moscoso-specific):**
+
+- `organic-integration` - Pose flows seamlessly into decorative patterns, rejecting figure-on-background separation
+- `hand-drawn-gesture` - Body positioning emphasizes Moscoso's flowing, organic drawing aesthetic
+- `pattern-emergence` - Figure emerges from and dissolves back into psychedelic patterns organically
+- `anti-photographic-pose` - Reject realistic photographic positioning in favor of artistic stylization
+
+**Canvas Control Flags:**
+
+- `strict-reframe` - Essential for poster format adherence
+- `adaptive-extend` - Background extends seamlessly using vibrating color fields
+
+**Material Physics Authority:**
+
+- Photo-offset lithography with fluorescent ink specifications
+- Xerox enlargement until halftone dots achieve 3-5mm visibility
+- Color registration drift measurements: 2-3mm intentional misalignment
+- Substrate: newsprint texture with ink absorption characteristics
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (concert poster standard) - ignore source image dimensions completely.
+
+**COMPLETE ARTISTIC RECONSTRUCTION:** Redraw subject entirely from scratch as hand-crafted artwork in **Victor Moscoso's vibrant psychedelic poster style (1966-1971)**.
+
+**CRITICAL: NO PHOTOGRAPHIC PRESERVATION.** This is not a photo filter or effect. Create original drawn artwork that captures essence through artistic interpretation, not photographic accuracy.
+
+**Likeness Method**: Capture identity through **distinctive facial geometry, gesture, and expression** translated into Moscoso's drawing style with electric color relationships.
+
+**Timeframe**: Peak San Francisco psychedelic poster period, Neon Rose series (1966-1971).
+
+**Degree of artistic transformation**: Subject completely reimagined as hand-drawn psychedelic artwork; facial features, proportions, and forms genuinely stylized through Moscoso's artistic lens rather than photographically preserved.
+
+**Emotional tone**: Electrically vibrant, visually intense, mind-expanding, colorfully explosive.
+
+**Integration mandate**: Figure must organically dissolve into and emerge from psychedelic patterns - no subject sitting on top of decorative background.
+
+**IP Safeguard Declaration:** Create original psychedelic portrait artwork avoiding copyrighted concert poster elements while maintaining authentic Moscoso hand-crafted aesthetic principles.
+
+**Face-Treatment Flag**: `hand-drawn-psychedelic` **Pose Flag**: `organic-integration`
+ **Canvas Control Flag**: `strict-reframe`
+
+**Style Dominance**: The final result must be hand-crafted psychedelic artwork emphasizing Moscoso's drawing aesthetic and electric color relationships over any photographic qualities.
+
+**Mode Selector**: Hand-drawn concert poster format for psychedelic ballroom venues.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION**: `2:3` (classical poster format / 1960s concert poster standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background using electric color fields and organic patterns
+- **Spatial Allocation**: Subject placement center-dominant with 70% figure dominance
+- **Background Treatment**: Vibrant complementary color fields with flowing organic patterns creating continuous visual vibration
+- **Format Justification**: 2:3 ratio serves psychedelic poster tradition, optimized for ballroom wall display and street-level visibility from distance
+
+**Composition Adaptation**: Portrait orientation allows for vertical text integration while maximizing facial impact zone for color vibration effects.
+
+------
+
+## 3) Style Context & Material Authenticity
+
+The artwork must be created in Victor Moscoso's vibrant psychedelic poster style, capturing the **electric color theory and visual intensity** of 1960s San Francisco counterculture (1966-1971).
+
+**Intended medium**: Photo-offset lithography with fluorescent inks and high-contrast color separations on newsprint substrate.
+
+**Thematic purpose**: Concert poster and promotional materials for psychedelic rock shows; visual communication designed to capture attention from across the street while creating immersive viewing experience.
+
+**Influences**: Bauhaus color theory (Josef Albers), Art Nouveau flowing forms, optical illusion art, mind-expanding visual experimentation, conscious inversion of academic design principles.
+
+**3-5 hallmark motifs with quantified specifications**:
+
+1. **Vibrating color edges**: Complementary colors (red/blue, orange/green) at equal value creating 2-3mm optical strain zones
+2. **Illegible typography**: Letterforms bent and twisted, negative space drawing technique requiring 30+ seconds decoding time
+3. **Xerox halftone dots**: Mechanical reproduction dots 3-5mm diameter visible from enlargement process
+4. **Photo-collage layering**: 2-3 image layers with intentional registration drift 2-3mm offset
+5. **Organic pattern integration**: Figure dissolves into decorative elements using continuous flowing lines
+
+**Period framing**: Peak San Francisco psychedelic movement, Fillmore/Avalon ballroom poster era.
+
+**Tone Tag**: Electrically challenging, visually aggressive, mind-expanding, deliberately irritating to conventional sensibilities.
+
+**Production Era Authenticity**: 1960s photo-offset lithography limitations including halftone dot visibility, color registration issues, fluorescent ink bleeding on newsprint substrate.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Work**: Hand-drawn flowing, organic contours using Moscoso's characteristic drawing technique; high-contrast edges between complementary color areas; 2-3mm line weight variations creating rhythm and flow; **no photographic edges or digital smoothing**.
+
+**Anatomical Stylization**: Facial features and proportions genuinely reinterpreted through Moscoso's artistic lens; organic flowing interpretation of human form; 150% elongation or compression where artistically appropriate; **complete departure from photographic accuracy in favor of hand-crafted aesthetic**.
+
+**Detail Hierarchy**: Hand-drawn details supporting electric color vibration effects; organic pattern details flowing seamlessly with figure; 60% figure integration/40% decorative pattern with **no separation between subject and background**.
+
+**Coloring Method**: Electric complementary color combinations (red/green, blue/orange, yellow/purple) at equal value intensity; colors applied as hand-drawn fields rather than photographic tinting; fluorescent intensity simulation through pure color relationships; **no photographic color preservation**.
+
+**Surface Quality**: **Hand-crafted drawing aesthetic** with organic line variation; authentic poster art surface treatment; **completely eliminate any photographic texture, grain, or smoothing**; emphasize drawn, artistic mark-making over mechanical reproduction effects.
+
+**Figure-Ground Integration**: Subject organically emerges from and dissolves into psychedelic patterns; **no figure sitting on top of decorative background**; seamless integration through continuous line flow and color relationships.
+
+**Pose Anchors**: Body and facial positioning emphasizing organic flow and pattern integration; gesture supporting overall composition rhythm; positioning optimized for hand-drawn artistic interpretation rather than photographic preservation.
+
+**Scale Hierarchy**: Proportional relationships serving artistic composition; detail organized from primary (facial essence) to secondary (hair/clothing interpretation) to tertiary (integrated background patterns); **no photographic detail preservation**.
+
+**Artistic Authenticity**: **Complete hand-drawn reconstruction** mimicking Moscoso's organic drawing technique and color application methods; **zero photographic characteristics retained**; authentic 1960s poster art aesthetic.
+
+**Pattern Integration**: All elements flow together through Moscoso's characteristic organic line work; **figure and decorative elements unified through continuous artistic treatment** rather than layered separately.
+
+**Canvas Adaptation**: Composition designed for 2:3 poster ratio with hand-drawn hierarchical organization optimized for artistic impact rather than photographic documentation.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe tracks**: 1960s counterculture fashion dissolved into color patterns and organic forms rather than realistic clothing representation.
+
+**Typical clothing**: Figures often dissolve into color fields, with clothing indistinct or fully absorbed into swirling vibrating patterns; flowing tunics, bell-bottoms, peasant blouses transformed into pure color relationships.
+
+**Fabric behavior**: Materials rendered as flowing color patterns rather than realistic textile representation; psychedelic transformation of conventional garments into electric color fields.
+
+**Era-appropriate accessories**: Minimal focus on realistic accessories; love beads, peace symbols, round glasses integrated as color pattern elements rather than material objects.
+
+**Color palette restrictions**: Electric complementary combinations only; no muted or earth tones; fluorescent intensity required; period accuracy through day-glo color simulation.
+
+**Wardrobe variation required**: Primary garment colors cycle through electric complementary pairs - avoid repetition within same color family.
+
+**Props**: 1 hero prop maximum (guitar, microphone, peace symbol) + optional 1 micro detail, total ≤2; all props dissolved into color pattern integration.
+
+**Coherence filter**: All fashion elements support electric color vibration aesthetic; realistic material representation prohibited; fallback = pure color field integration.
+
+**Detail level**: Stylized integration of clothing into overall color and pattern composition; electric color relationships prioritized over fashion accuracy.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2)**:
+
+- ⌐ No photographic realism or preservation—must be completely redrawn as hand-crafted artwork
+- ⌐ No digital filters or effects applied to photographs—create original drawn artwork from scratch
+- ⌐ No figure sitting on top of decorative background—must integrate organically through continuous artistic treatment
+- ⌐ No photographic texture, grain, or smoothness—emphasize hand-drawn organic line work
+- ⌐ No muted or subdued colors—must be electrically vibrant with complementary intensity
+- ⌐ No realistic modeling or dimensional representation—flat poster art aesthetic with electric color relationships
+- ⌐ No conservative or traditional color schemes—only electric complementary combinations
+- ⌐ No original aspect ratio—must recompose for exact 2:3 poster proportion
+
+**Canvas Positives (≥2)**:
+
+- ✓ Exactly 2:3 ratio concert poster composition with hand-drawn hierarchical flow
+- ✓ Complete artistic reconstruction using Moscoso's organic drawing aesthetic
+- ✓ Electric complementary color relationships integrated throughout figure and pattern
+- ✓ Hand-crafted poster art surface quality eliminating all photographic characteristics
+- ✓ Organic figure-pattern integration where subject emerges from and dissolves into decorative elements
+- ✓ Flowing, continuous line work unifying all compositional elements
+- ✓ Authentic 1960s psychedelic poster drawing style and color application
+- ✓ Illegible typography integration requiring sustained decoding effort through hand-lettered aesthetic
+
+**Vocabulary warnings**: Avoid "harmonious," "pleasant," "comfortable," "easy to read," "conventional beauty"—these contradict Moscoso's rule-breaking methodology. Avoid "ornate" or "elaborate" if frame generation unwanted.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**Ratio-Specific Composition Requirements**: Portrait 2:3 format with vertical emphasis, subject dominance ≥70%, hierarchical staging with concert poster conventions optimized for ballroom wall display and street visibility.
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+**Perspective regime**: Flat poster perspective with optical depth achieved through color vibration rather than dimensional modeling; figure-ground ambiguity through complementary color adjacency.
+
+**Grid/symmetry**: Organic asymmetrical composition with flowing integration of figure and decorative elements; rejection of academic grid systems.
+
+**Figure:ground %**: 60% figure integration / 40% background pattern with deliberate boundary ambiguity through vibrating color edges.
+
+**Density %**: High information density requiring sustained viewing; visual complexity preventing quick message transmission in direct contradiction to conventional poster principles.
+
+**Lighting logic**: No naturalistic lighting; electric color relationships create illumination effects through complementary intensity rather than dimensional light sources.
+
+**Detail:negative space ratio**: Minimal negative space; maximum visual engagement through continuous pattern flow and color vibration coverage optimized for 2:3 ratio.
+
+**REQUIRED ANCHORS**:
+
+**Surface Context Anchor**: Concert poster for psychedelic ballroom walls; newsprint substrate with photo-offset lithography characteristics; viewing distance 6-15 feet requiring high visual impact.
+
+**Frame/Band Anchor**: No external frames or borders; composition bleeds to poster edges; integrated typography as part of overall design rather than separate text zones.
+
+**Production Context Anchor**: 1960s San Francisco poster production methods; mechanical paste-up process with color separation techniques; intentional registration drift and halftone dot visibility.
+
+**Ratio Enforcement Anchor**: Composition designed specifically for 2:3 poster proportion with vertical information hierarchy; figure placement optimized for poster format rather than adapted from different ratio.
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary Decision**: Allow typography integration (concert poster format requires band/venue information)
+
+**Ratio-Appropriate Zones**: Typography integrated into flowing organic composition rather than separate text blocks; vertical hierarchy optimized for 2:3 poster proportion with reading pattern considerations.
+
+**Copy limits**: ≤6 words per typographic element; ≤3 total text elements positioned for poster hierarchy with concert information priority.
+
+**Period-Appropriate Typography**: Hand-lettered flowing letterforms integrated into decorative patterns; intentionally illegible aesthetic prioritizing visual impact over information transmission; difficult-to-read design requiring sustained decoding effort.
+
+**Font recommendation**: Closest Google Font approximations for Moscoso's hand-lettered style:
+
+- **Fredoka One** (rounded, flowing letterforms, 75% match)
+- **Righteous** (1960s poster aesthetic, 70% match)
+- **Bungee** (psychedelic poster letterforms, 80% match)
+- Better historical accuracy: Hand-lettered custom typography following Moscoso's negative-space drawing technique
+
+**Format-Specific Text Rules**: Concert poster mode with band name dominance, venue secondary, date tertiary; text becomes part of visual composition through color vibration integration rather than separate information blocks.
+
+**Historical accuracy**: Typography must match 1966-1971 San Francisco psychedelic poster conventions with hand-lettered characteristics and deliberate illegibility aesthetic.
+
+**Production Method Integration**: Typography rendered with same photo-offset lithography limitations including registration drift and halftone dot characteristics; color vibration applied to letterforms creating optical strain effects.
+
+------
+
+## Technical Material Specifications
+
+**Primary Tools & Materials:**
+
+- Photo-offset lithography process with color separation overlays
+- Xerox photocopier enlargement (halftone dots 3-5mm visibility)
+- Fluorescent inks: Day-glo orange, electric blue, hot pink, lime green
+- Newsprint substrate (ink absorption characteristics)
+- Mechanical paste-up with registration marks
+- Color swatch specification system
+- Grease pencil for registration marks
+
+**Color Theory Application:**
+
+- Josef Albers vibrating color principles
+- Complementary adjacency at equal value intensity
+- Figure-ground ambiguity through optical strain
+- Electric complementary pairs: red/green, blue/orange, yellow/purple
+- No color harmony or conventional aesthetic comfort
+
+**Production Authenticity:**
+
+- Intentional color registration drift 2-3mm
+- Mechanical reproduction artifacts preserved
+- Halftone dot visibility from enlargement process
+- Photo-offset printing limitations embraced rather than corrected
+
+------
+
+## Style Philosophy Integration
+
+**Academic Rule Reversal System:**
+
+1. **From Legible to Illegible**: Typography drawn in negative space, requiring active decoding
+2. **From Harmony to Vibration**: Complementary colors at touching edges creating optical strain
+3. **From Quick Reading to Extended Engagement**: Complex visual puzzles requiring 30+ seconds viewing time
+
+**Moscoso's Innovation Principles:**
+
+- "Reverse everything I learned" - systematic inversion of Bauhaus training
+- "Hang somebody up in front of that poster for as long as you could"
+- "Each edge was a vibrating edge" - comprehensive optical strain system
+- Kinetic potential through color layer separation under stroboscopic lighting
+
+This framework ensures authentic reproduction of Victor Moscoso's revolutionary psychedelic poster aesthetic while maintaining technical accuracy to his 1960s production methods and philosophical approach to rule-breaking design.
+
+---
diff --git a/styles/psychedelic_art/wes_wilson_psychedelic_lettering.md b/styles/psychedelic_art/wes_wilson_psychedelic_lettering.md
new file mode 100644
index 0000000..a6492a5
--- /dev/null
+++ b/styles/psychedelic_art/wes_wilson_psychedelic_lettering.md
@@ -0,0 +1,313 @@
+---
+id: wes_wilson_psychedelic_lettering
+group: Psychedelic Art
+movement: Psychedelic Letterform Revolution
+artist: Wes Wilson
+display_name: Wes Wilson — Psychedelic Lettering Revolution
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Wes Wilson’s hand-inked type balloons across 2:3 sheets—keep the tall frame so
+  the letters can melt together.
+modes:
+  - Concert Poster
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Wes Wilson turned typography into liquid architecture—letterforms bulging
+  until the message hid inside the color. His posters pulse with
+  anti-establishment swagger. We honour that molten lettering while inventing
+  new political slogans and ballroom dates.
+hero_image: null
+---
+
+# Wes Wilson
+
+## Renderer-Agnostic Adapter - Wes Wilson Specific
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Custom Flag Authorization:** Wilson-specific flags permitted when standard options fail authenticity requirements
+- **Anti-Conventional Bias:** Authority to generate deliberately illegible and challenging aesthetics when historically accurate
+
+**Face-Treatment Flags (Wilson-specific):**
+
+- `organic-flow-integration` - Face rendered as flowing organic form integrated with Wilson's pattern systems
+- `eliminate-realistic-modeling` - Remove all photographic shading, dimensional modeling, and realistic skin rendering
+- `flat-color-area-treatment` - Facial features defined by flat color areas within flowing contours
+- `graphic-feature-stylization` - All facial features stylized through Wilson's flowing graphic approach
+- `zero-photographic-characteristics` - Complete elimination of realistic textures and dimensional modeling
+
+**Pose Flags (Wilson-specific):**
+
+- `organic-flowing-positioning` - Pose emphasizes Wilson's characteristic flowing, organic movement
+- `art-nouveau-sensuality` - Body positioning incorporates Art Nouveau sensual figure traditions
+- `pattern-integration-seamless` - Pose flows seamlessly into Wilson's signature flowing pattern systems
+- `flowing-compositional-unity` - Positioning creates unified flow between figure and organic elements
+
+**Canvas Control Flags:**
+
+- `strict-reframe` - Essential for poster format adherence
+- `adaptive-extend` - Background extends using Wilson's flowing organic patterns
+
+**Material Physics Authority:**
+
+- Photo-offset lithography with split fountain technique
+- Flowing organic line work with consistent weight variations
+- Art Nouveau-inspired figure integration
+- Acetate overlay color separation systems
+
+---
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (concert poster standard) - ignore source image dimensions completely.
+
+**COMPLETE ARTISTIC RECONSTRUCTION:** Redraw subject entirely from scratch as hand-crafted artwork in **Wes Wilson's flowing psychedelic poster style (1966-1968)**.
+
+**CRITICAL: NO PHOTOGRAPHIC PRESERVATION OR FILTERING.** Face and features must be completely redrawn with Wilson's characteristic flowing organic contours defining all shapes. Subject rendered with flowing graphic treatment using organic line work and Wilson's authentic 3-4 color palette plus black.
+
+**Likeness Method**: Capture identity through **flowing organic poster treatment** - subject recognition through Wilson's organic integration and flowing movement rather than realistic representation.
+
+**Timeframe**: Foundational San Francisco psychedelic poster period, Wilson's peak innovation years (1966-1968).
+
+**Degree of artistic transformation**: Subject completely reimagined as fluidly stylized artwork; emphasis on organic integration and flowing movement over realistic representation.
+
+**Emotional tone**: Organically flowing, psychedelically integrated, naturally trippy, fluidly harmonious, sensually expressive.
+
+**Integration mandate**: Figure must flow seamlessly with Wilson's characteristic organic patterns and undulating elements creating unified composition.
+
+**IP Safeguard Declaration:** Create original psychedelic portrait artwork avoiding copyrighted concert imagery while maintaining authentic Wilson flowing organic integration and Art Nouveau-inspired sensuous aesthetics.
+
+**Face-Treatment Flag**: `organic-flow-integration`
+**Pose Flag**: `organic-flowing-positioning`  
+**Canvas Control Flag**: `strict-reframe`
+
+**Style Dominance**: The final result must be hand-crafted flowing psychedelic artwork emphasizing Wilson's organic integration and seamless pattern unity over any photographic qualities.
+
+**Mode Selector**: Flowing poster format for psychedelic ballrooms emphasizing organic integration and sensuous Art Nouveau-inspired aesthetics.
+
+---
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION**: `2:3` (classical poster format / 1960s concert poster standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background using Wilson's flowing organic patterns and undulating elements
+- **Spatial Allocation**: Subject placement flowing organically throughout composition with 65% figure integration, 35% pattern flow
+- **Background Treatment**: Seamless flowing organic patterns, undulating elements, continuous pattern integration creating unified flowing composition
+- **Format Justification**: 2:3 ratio serves psychedelic poster tradition while accommodating Wilson's flowing pattern integration and organic compositional unity
+
+---
+
+## 3) Style Context & Material Authenticity
+
+The artwork must be created in Wes Wilson's flowing psychedelic poster style, capturing the **organic flow and psychedelic integration** that defined the San Francisco poster movement (1966-1968).
+
+**Intended medium**: Photo-offset lithography with flowing color separations, split fountain technique, and organic design integration on sturdy poster stock.
+
+**Thematic purpose**: Concert posters establishing the visual language of psychedelic rock culture; visual communication prioritizing flowing organic experience and seamless pattern integration.
+
+**Influences**: Art Nouveau flowing forms (Alphonse Mucha, Gustav Klimt), Vienna Secession (Alfred Roller typography), Aubrey Beardsley flowing curves, organic natural patterns, consciousness-expanding visual experimentation.
+
+**3-5 hallmark motifs with quantified specifications**:
+
+1. **Flowing, organic contours**: Seamless integration of figure and pattern through continuous flowing lines with consistent weight variations
+2. **Split fountain backgrounds**: Flat color fields across Wilson's authentic 3-color palette creating flowing harmony  
+3. **Melting, illegible typography**: Flowing letterforms warped into organic shapes requiring sustained decoding time
+4. **Art Nouveau figures**: Sensuous figures with flowing hair and organic positioning following Wilson's aesthetic
+5. **Undulating patterns**: Continuous organic pattern flow creating seamless figure-ground relationships
+
+**Period framing**: Foundational San Francisco psychedelic movement, Wilson's pioneering poster period, establishment of psychedelic visual language.
+
+**Tone Tag**: Organically flowing, psychedelically integrated, naturally trippy, fluidly harmonious, sensually expressive, Art Nouveau influenced.
+
+**Production Era Authenticity**: 1960s photo-offset lithography with split fountain techniques, acetate overlay color separations, flowing organic line work, authentic poster production methods.
+
+---
+
+## 4) Technical Method & Mark-Making (≥5 anchors + measurement specifications)
+
+**Line Work**: Bold black outline work (2-3mm thick) defining all major forms; clear contour lines separating color areas; eliminate photographic line characteristics and soft edges throughout composition.
+
+**Anatomical Stylization**: Flat graphic shapes with 2-3mm black outlines; eliminate all photographic proportions and dimensional modeling; replace realistic features with simplified graphic elements; bold outline work as primary structural element.
+
+**Detail Hierarchy**: Primary elements defined by 2-3mm black outlines; secondary elements as flat color areas within outlines; tertiary elements as pattern shapes; eliminate realistic detail rendering in favor of graphic simplification.
+
+**Coloring Method**: Wilson's authentic palette - **maximum 3 colors total** (one light, one dark/black, one accent); flat color areas separated by black outline work; eliminate color blending and photographic shading; each color occupies distinct areas defined by 2-3mm black boundaries.
+
+**Surface Quality**: Bold graphic aesthetic with flat color areas separated by 2-3mm black outline work; **3 colors total maximum** creating Wilson's characteristic restrained approach; distinct color zones with black boundaries; eliminate all photographic surface treatments.
+
+**Figure-Ground Integration**: Subject rendered as bold outlined forms (2-3mm black lines) positioned within undulating background patterns; clear separation between outlined figure and pattern areas; background patterns do not blend into figure areas.
+
+**Pose Anchors**: Body positioning defined through bold graphic outline work (2-3mm black lines); eliminate photographic gesture treatment; position optimized for clear graphic poster composition with black outline definition.
+
+**Scale Hierarchy Anchor**: Proportional relationships serving flowing organic composition; seamless integration organization rather than realistic detail hierarchy; organic flow emphasized.
+
+**Material Authenticity Anchor**: Authentic 1960s photo-offset lithography techniques; split fountain color gradation methods; flowing organic line work with period-appropriate characteristics.
+
+**Period Consistency Anchor**: All elements historically coherent with Wilson's 1966-1968 poster innovations; authentic organic integration methods; documented flowing pattern techniques.
+
+**Production Method Anchor**: Photo-offset lithography with split fountain technique; acetate overlay color separations; flowing organic line work production methods.
+
+**Canvas Adaptation Anchor**: Composition designed for 2:3 poster ratio with flowing organic organization optimized for seamless integration and poster format.
+
+---
+
+## 5) Wardrobe, Props & Setting Conventions + Prop Selector
+
+**Wardrobe tracks**: 1960s counterculture fashion flowing into organic patterns and natural forms rather than realistic clothing representation.
+
+**Fabric behavior**: Materials dissolved into Wilson's flowing organic patterns and undulating forms; clothing transformed into seamless pattern elements through continuous line flow.
+
+**Accessory caps**: Peace symbols, natural elements, counterculture accessories (Minimalist 0-2) integrated into flowing organic composition.
+
+**Color palette restrictions**: Wilson's authentic 3-color maximum creating flowing harmony; organic color relationships supporting seamless integration; flat color field techniques.
+
+**Wardrobe variation required**: Primary garment colors cycle through Wilson's flowing 3-color combinations with organic flat color fields - embrace split fountain harmony over aggressive contrast.
+
+**Props**: Natural elements integrated into flowing organic composition maximum 2 total:
+
+```yaml
+Wilson_Props:
+  Natural:
+    - guitars: flowing wooden forms
+    - flowers: organic flowing petals
+    - peace_symbols: integrated organic shapes
+  Counterculture:
+    - beads: flowing organic arrangements
+    - scarves: undulating fabric flows
+```
+
+**Coherence filter**: All fashion elements support flowing organic aesthetic and seamless pattern integration; realistic material representation transformed into continuous flowing elements.
+
+---
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2)**:
+
+- ⌐ No photographic realism, preservation, filtering, or realistic facial modeling—must be completely reconstructed as flowing organic artwork
+- ⌐ No realistic proportions or photographic accuracy—entirely redefine through Wilson's flowing organic approach
+- ⌐ No mechanical, geometric, or static elements—use flowing organic treatment throughout
+- ⌐ No harsh contrasts or electric aggressive combinations—must use Wilson's flowing organic color harmony
+- ⌐ No separated or disconnected compositions—must flow seamlessly with organic integration
+- ⌐ No preservation of original photographic characteristics—complete organic reconstruction mandatory
+
+**Canvas Positives (≥2)**:
+
+- ✓ Complete flowing organic reconstruction with seamless pattern integration throughout composition
+- ✓ Wilson's authentic 3-color maximum (one light, one dark/black, one accent) with flat solid color areas creating restrained graphic impact
+- ✓ Flowing organic contours as primary structural element creating seamless figure-pattern integration
+- ✓ Art Nouveau-inspired sensuous treatment eliminating realistic modeling in favor of organic flow
+- ✓ Seamless compositional unity through Wilson's characteristic undulating pattern integration
+- ✓ Mandatory organic transformation evidence: figure shows flowing integration rather than photographic preservation
+
+**Vocabulary warnings**: Avoid "mechanical," "geometric," "static," "separated," "harsh" - these contradict Wilson's flowing organic aesthetic. Embrace "flowing," "organic," "seamless," "continuous," "integrated."
+
+---
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**: 
+Portrait 2:3 format with flowing emphasis, organic integration ≥65%, seamless staging with concert poster conventions optimized for continuous flow and organic unity.
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+**Perspective regime**: Flowing poster perspective with organic depth through Wilson's seamless pattern layering and continuous line integration; organic positioning within flowing environmental context.
+
+**Grid/symmetry**: Organic flowing balance with seamless integration; continuous pattern organization supporting flowing central positioning through Wilson's characteristic undulating movement.
+
+**Figure:ground %**: 65% outlined figure forms / 35% undulating background patterns with **clear separation between outlined areas and pattern areas** through Wilson's 2-3mm black boundaries.
+
+**Density %**: Flowing information density allowing for immersive organic viewing; continuous complexity supporting seamless integration through sustained engagement.
+
+**Lighting logic**: No naturalistic lighting; organic illumination effects through Wilson's split fountain color harmony and flowing pattern relationship; continuous organic atmospheric treatment.
+
+**Detail:negative space ratio**: Flowing coverage with organic negative space integration; continuous pattern flow optimized for 2:3 ratio with seamless composition considerations.
+
+**REQUIRED ANCHORS**:
+
+**Surface Context Anchor**: Concert poster for psychedelic ballroom walls; sturdy poster stock with Wilson's flowing photo-offset lithography characteristics; viewing distance 4-12 feet allowing for organic recognition and flowing pattern appreciation.
+
+**Frame/Band Anchor**: No external frames; flowing compositions bleeding to poster edges with Wilson's seamless organic integration throughout.
+
+**Production Context Anchor**: 1960s San Francisco flowing poster production methods; split fountain technique; acetate overlay systems; Wilson's organic line work integration.
+
+**Ratio Enforcement Anchor**: Composition designed specifically for 2:3 poster proportion with flowing organic organization; seamless figure placement and continuous pattern integration optimized for poster format.
+
+---
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary Decision**: Allow typography integration (concert poster format requires flowing text integration)
+
+**Ratio-Appropriate Zones**: Typography integrated into Wilson's flowing organic composition; melting text treatment becoming part of overall seamless design through continuous pattern flow.
+
+**Copy limits**: ≤6 words per typographic element; ≤3 total text elements positioned for flowing poster hierarchy with band name prominence, venue secondary, date tertiary.
+
+**Period-Appropriate Typography**: Wilson's signature melting, flowing letterforms adapted from Alfred Roller; illegible aesthetic prioritizing visual flow over information transmission; organic text treatment requiring sustained decoding effort.
+
+**Font recommendation**: Flowing letterforms for Wilson's organic integration style:
+
+- **Fredoka One** (organic flowing letterforms, 75% match)
+- **Righteous** (1960s poster aesthetic with flow, 70% match) 
+- **Bungee** (psychedelic poster letterforms, 80% match)
+- Better historical accuracy: Hand-lettered melting typography following Wilson's Alfred Roller adaptation with organic warping
+
+**Format-Specific Text Rules**: Psychedelic poster mode with flowing text hierarchy; text becomes part of organic compositional flow through Wilson's seamless integration principles.
+
+**Historical accuracy**: Typography must match 1966-1968 San Francisco psychedelic poster conventions with Wilson's melting letterform innovation and flowing organic integration.
+
+**Production Method Integration**: Typography rendered with same photo-offset lithography characteristics including split fountain flat color effects; flowing letter treatment with organic pattern integration creating seamless visual unity.
+
+---
+
+## Technical Material Specifications
+
+**Primary Tools & Materials:**
+
+- Photo-offset lithography with split fountain technique
+- Acetate overlay color separation systems for flowing organic integration
+- Flowing organic line work tools for consistent weight variations
+- Art Nouveau reference materials and Alfred Roller typography sources
+- Split fountain press setup for color gradation effects
+
+**Color Theory Application:**
+
+- **Wilson's 3-color allocation strategy:**
+  - **Color 1 (Light/Cream)**: Figure skin areas, background fields, negative space areas
+  - **Color 2 (Dark/Black)**: All outline work (2-3mm thick), hair masses, typography, deep pattern areas  
+  - **Color 3 (Accent)**: Clothing areas, select pattern elements, typography fills
+- Flat color areas with no photographic shading or dimensional modeling
+- Each color zone defined by black outline boundaries (2-3mm thick)
+- Eliminate color blending, gradations, and photographic transitions
+- Wilson's characteristic restrained graphic approach with distinct color separation
+
+**Production Authenticity:**
+
+- Acetate overlay color separation techniques for flowing organic integration
+- Split fountain press setup creating Wilson's flat color fields
+- Flowing organic line work with consistent weight maintaining seamless integration
+- Hand-crafted flowing poster production methods authentic to 1966-1968 period
+
+**Art Nouveau Integration Process:**
+
+- Alfred Roller typography adaptation with melting, flowing treatment
+- Alphonse Mucha and Gustav Klimt flowing organic references
+- Aubrey Beardsley undulating curve integration with Wilson's flowing aesthetic
+- Organic undulating positioning following traditional forms with seamless integration
+
+---
diff --git a/styles/record_covers/alex_steinweiss_theatrical_modernism.md b/styles/record_covers/alex_steinweiss_theatrical_modernism.md
new file mode 100644
index 0000000..babca2c
--- /dev/null
+++ b/styles/record_covers/alex_steinweiss_theatrical_modernism.md
@@ -0,0 +1,261 @@
+---
+id: alex_steinweiss_theatrical_modernism
+group: Record Covers
+movement: Columbia Records Theatrical Modernism
+artist: Alex Steinweiss
+display_name: Alex Steinweiss — Columbia Records Theatrical Modernism
+style_scope: single-artist
+ratios:
+  - '1:1'
+ratios_status: provisional
+ratios_notes: >
+  Steinweiss invented the illustrated record jacket for 12-inch shells; the
+  square lets his stagecraft read instantly.
+modes:
+  - Theatrical Poster
+  - Illustrated Score
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Alex Steinweiss brought Broadway staging to classical records—spotlit
+  instruments, hand-lettered titles, and Art Deco color blocking. His covers
+  feel like miniature theatre marquees swirling with music. We echo that showman
+  spirit while drafting new typography and keeping all signage fictional.
+hero_image: null
+---
+
+
+# Alex Steinweiss — Columbia Records Theatrical Modernism
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `gouache-opaque`, `poster-ink`, `litho-wash`, `painterly-contour`
+
+**Pose Flags:** `hieratic-formal`, `power-stance`, `gestural-fluid`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Media Hybrid Flag:** N/A (hand-painted illustration only)
+
+**Material Physics Authority:** Hand-painted gouache illustration, poster paint techniques, theatrical color application, letterpress typography, silkscreen printing methods adapted from Broadway poster design.
+
+**Period Production Authenticity:** 1940s-1950s pre-photographic album art, severe technical constraints (no local typographers, no photostat services, only b&w engraving initially), pioneering color reproduction teaching.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (10" album standard 1940s-50s) - ignore source image dimensions completely.
+
+Redraw subject in **Alex Steinweiss' theatrical poster-modernist style** for **Columbia Records 78rpm/10" LP album cover**.
+
+Identity via **simplified caricature-like abstraction or decorative silhouette** - subject becomes theatrical icon, often reduced to symbolic musician figure or eliminated entirely for decorative musical imagery.
+
+**IP Safeguard Declaration:** Create original theatrical compositions avoiding reproduction of specific Columbia catalog designs while maintaining Broadway poster aesthetic and musical iconography.
+
+**Face-Treatment Flag:** `gouache-opaque` with `poster-ink` characteristics
+
+**Pose Flag:** `hieratic-formal` (theatrical staged positioning)
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Style Dominance:** Theatrical decoration and musical celebration override realistic portraiture.
+
+**Mode Selector:** Album cover (10" 78rpm or early LP format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (10" album standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe (decorative theatrical composition)
+- **Spatial Allocation:** Central musical object/figure (40-60%), decorative elements and stage setting (30-50%), theatrical typography (20-30%)
+- **Background Treatment:** Stage-like settings with curtains, spotlights, abstract geometric fields, arcing decorative patterns
+- **Format Justification:** Square format enables centered theatrical staging, radial decorative patterns, balanced symmetrical compositions
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** European poster design (Toulouse-Lautrec, Cassandre), Broadway marquees, Art Deco graphics, theatrical stage design.
+
+**Medium/Production Method:** Hand-painted gouache illustrations created in Bridgeport, Connecticut isolation (1940s). Working within severe constraints - no local typographers, no photostat services, only black-and-white engraving initially available. Steinweiss taught local engravers color reproduction methods, pioneered album cover as designed object. Developed "Steinweiss Scrawl" hand-lettered typeface (62 characters + punctuation) later formalized by Photo-Lettering Inc.
+
+**Thematic Purpose:** Make records visually appealing at retail, create theatrical packaging celebrating music, establish album cover as art form, use visual design to increase sales.
+
+**Hallmark Motifs:**
+
+1. **Musical instruments as heroes** (trumpets, violins, pianos centered dramatically)
+2. **Theatrical staging** (curtains, spotlights, stage-like settings)
+3. **Decorative patterns** (arcs, swirls, musical notes, geometric ornament)
+4. **Simplified musician caricatures** (symbolic figures, silhouettes)
+5. **Broadway poster aesthetics** (bold colors, theatrical typography)
+
+**Period Framing:** 1939-1973 Columbia Records era, invention of album cover design.
+
+**Tone Tag:** Theatrical, optimistic, charming, decoratively playful, celebratory.
+
+**Production Era Authenticity:** Hand-painted originals photographed for reproduction, letterpress printing (initially b&w only), gradual introduction of color lithography, silkscreen techniques adapted from poster printing.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Painting technique:** Opaque gouache creating flat poster-like color areas. Bold simplified forms, clean edges, theatrical lighting effects through color contrast.
+
+**Line work:** Bold simplified outlines, clean geometric shapes, decorative curves and swirls. Art Deco-influenced linear patterns.
+
+**Color:** Limited palettes (3-5 colors) - theatrical primaries (red, blue, yellow) with black, or sophisticated combinations (teal, coral, cream). Flat poster-paint application.
+
+**Typography integration:** Hand-drawn scripts combined with bold sans or slab serifs. "Steinweiss Scrawl" custom lettering - flowing decorative hand-drawn characters.
+
+**Decorative elements:** Musical notes, swirling patterns, geometric ornament, spotlight beams, stage curtain swags. Broadway-inspired theatrical embellishment.
+
+**Pose Anchors:** Musicians rendered as simplified caricatures or silhouettes, theatrical posed positioning, often playing instruments in dramatic spotlight.
+
+**Scale Hierarchy Anchor:** Musical instrument or central motif dominates (50-70%), decorative elements frame and support (20-40%), typography integrated theatrically (10-20%).
+
+**Material Authenticity Anchor:** Authentic gouache opacity, poster-paint flatness, hand-painted brushwork visible in final art, no photographic elements.
+
+**Period Consistency Anchor:** Pre-photographic era constraints visible - hand-painted everything, limited color palettes from printing limitations, theatrical rather than realistic representation.
+
+**Production Method Anchor:** Letterpress typography (initially), silkscreen color application, offset lithography (later adoption), hand-separated color plates.
+
+**Canvas Adaptation Anchor:** Square 10" format enables centered theatrical staging, radial decorative patterns, balanced symmetrical compositions.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Tuxedos and gowns:** Formal concert attire simplified to decorative shapes
+- **Stage costumes:** Theatrical character clothing as symbolic elements
+- **Often absent:** Musician figures may be pure silhouettes or eliminated for instrument focus
+
+**Fabric Behavior:** Simplified decorative rendering - clothing becomes flat color shapes with minimal detail.
+
+**Accessory Caps:** Minimalist 1-2 (top hats, bow ties, simplified theatrical elements)
+
+**Color Palette:** Bold theatrical colors - spotlight whites, curtain reds, tuxedo blacks, stage gold accents.
+
+**Props (YAML Pool):**
+
+```yaml
+alex_steinweiss_props:
+  musical_instruments:
+    - heroic_objects: [trumpet_spotlight, violin_centerpiece, piano_keys_pattern]
+    - decorative_arrangements: [brass_ensemble, string_quartet_symbols, percussion_patterns]
+  theatrical_elements:
+    - stage_settings: [curtain_swags, spotlight_beams, proscenium_arches]
+    - decorative_patterns: [musical_notes, swirling_staffs, geometric_rhythms]
+  typography_elements:
+    - steinweiss_scrawl: [flowing_script, decorative_lettering, hand_drawn_elegance]
+    - bold_titles: [slab_serif_impact, art_deco_lettering, theatrical_announcements]
+```
+
+**Coherence Filter:** All elements support theatrical musical celebration. Default = centered instrument with decorative staging.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "photographic realism"
+- "gritty documentary style"
+- "modern minimalism"
+- "punk aesthetic"
+- "psychological darkness"
+- "digital effects"
+- "contemporary cynicism"
+- "realistic portraiture"
+- "subdued colors"
+- "avant-garde abstraction"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio for 10-inch album"
+- "hand-painted gouache illustration"
+- "theatrical stage lighting"
+- "Broadway poster aesthetic"
+- "Steinweiss Scrawl custom lettering"
+- "decorative musical patterns"
+- "simplified caricature figures"
+- "flat poster-paint colors"
+- "Art Deco geometric ornament"
+- "celebratory optimistic tone"
+
+**Vocabulary Warnings:** Avoid "gritty," "realistic," "dark," "minimal," "punk." Embrace "theatrical," "decorative," "celebratory," "charming," "playful."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Centered theatrical staging
+- Symmetrical decorative balance
+- Radial pattern arrangements
+- Stage-like spatial organization
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Layout:** Theatrical centered focus with decorative framing
+- **Figure:Ground:** 60:40 ratio (musical subject with decorative support)
+- **Density:** Medium decorative richness without clutter
+- **Lighting Logic:** Theatrical spotlight effects through color contrast
+- **Detail:Negative Space:** 50:50 ratio (decorative elements balanced with breathing room)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** 78rpm/10" LP album sleeve, letterpress or offset lithography, quality paper stock, theatrical poster-like finish.
+
+**Frame/Band Anchor:** Decorative borders common - theatrical curtain swags, Art Deco geometric frames, musical note patterns as ornamental edges.
+
+**Production Context Anchor:** Hand-painted originals reproduced via letterpress (b&w initially), silkscreen color application, offset lithography (later), hand-separated color plates.
+
+**Ratio Enforcement Anchor:** Square 10" format perfect for centered theatrical staging, symmetrical decorative arrangements, radial musical patterns.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ESSENTIAL (typography as theatrical element)
+
+**Ratio-Appropriate Zones:**
+
+- Hand-drawn scripts integrated decoratively
+- Bold theatrical titles dominating
+- Typography as primary visual element alongside illustration
+- Decorative integration with musical motifs
+
+**Copy Limits:**
+
+- Artist/orchestra name prominent (theatrical scale)
+- Album title integrated decoratively
+- Typography occupies 30-50% of composition
+
+**Period-Appropriate Typography:**
+
+- **Steinweiss Scrawl:** Custom hand-drawn flowing script
+- **Bold theatrical:** Slab serifs, Art Deco letterforms
+- **Integration:** Typography woven into decorative patterns
+
+**Font Recommendations:**
+
+- **Google Font:** Lobster Two or Dancing Script (70% approximation of Steinweiss Scrawl)
+- **Better Match:** Steinweiss Scrawl (digitized), Grand Hotel, vintage theatrical scripts
+
+**Format-Specific Rules (Album Cover):**
+
+- Typography large and theatrical (often 50-100pt equivalent)
+- Hand-drawn decorative integration
+- Words form arcs, circles, decorative patterns
+- Text as visual celebration not mere information
+
+**Historical Accuracy:** Typography hand-drawn by Steinweiss, custom "Scrawl" lettering, theatrical poster-inspired bold treatments, decorative integration.
+
+**Production Method Integration:** Typography hand-painted as part of illustration OR letterpress printed separately, integrated with hand-painted artwork through careful registration.
+
+---
diff --git a/styles/record_covers/andy_warhol_pop_silkscreen.md b/styles/record_covers/andy_warhol_pop_silkscreen.md
new file mode 100644
index 0000000..6e0b881
--- /dev/null
+++ b/styles/record_covers/andy_warhol_pop_silkscreen.md
@@ -0,0 +1,263 @@
+---
+id: andy_warhol_pop_silkscreen
+group: Record Covers
+movement: Pop Art Silkscreen Iconography
+artist: Andy Warhol
+display_name: Andy Warhol — Pop Art Silkscreen Iconography
+style_scope: single-artist
+ratios:
+  - '1:1'
+ratios_status: provisional
+ratios_notes: >
+  Warhol’s sleeve work—from bananas to lip prints—was built for 12-inch squares,
+  so stay locked to that pop-art frame.
+modes:
+  - Silkscreen Portrait
+  - Icon Grid
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Andy Warhol treated album covers as pop multiples—silkscreened portraits,
+  saturated product shots, and cheeky interactive gimmicks. His compositions
+  rely on flat color fields, bold outlines, and Factory-style studio
+  photography. We echo that celebrity pop vernacular while inventing new motifs
+  and steering clear of licensed stars.
+hero_image: null
+---
+
+
+# Andy Warhol — Pop Art Silkscreen Iconography
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `silkscreen-layered`, `four-color-process`, `registration-drift`, `halftone-newsprint`
+
+**Pose Flags:** `frontal-rigid`, `power-stance`, `geometric-faceted`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Media Hybrid Flag:** `vector-screenprint` (photographic source reduced to flat silkscreen)
+
+**Material Physics Authority:** Photo-silkscreen process with light-sensitive emulsion on silk mesh screens, acrylic-based inks applied with rubber squeegee, intentional misregistration as aesthetic element.
+
+**Period Production Authenticity:** 1964-1987 Factory era production methods, high-contrast photographic reduction, multiple color layer registration, embrace of mechanical reproduction imperfections.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) - ignore source image dimensions completely.
+
+Redraw subject in **Andy Warhol's Pop Art silkscreen style** for **vinyl LP album cover (12" × 12")**.
+
+Identity via **bold graphic reduction to flat iconic shapes** - subject becomes simplified high-contrast image with sharp color blocking. Features reduced to essential geometric shapes with dramatic color separation.
+
+**IP Safeguard Declaration:** Create original pop art portraits avoiding reproduction of Warhol's celebrity series while maintaining silkscreen aesthetic and color blocking methodology.
+
+**Face-Treatment Flag:** `silkscreen-layered` with `registration-drift`
+
+**Pose Flag:** `frontal-rigid` (passport/mugshot positioning)
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Style Dominance:** Flat graphic silkscreen aesthetic and commercial reproduction override photographic realism.
+
+**Mode Selector:** Album cover (vinyl LP format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe (tight cropping to shoulders/chest, centered)
+- **Spatial Allocation:** Subject dominates 80-95% of frame, minimal background space
+- **Background Treatment:** Pure flat color field (single solid color, no gradients)
+- **Format Justification:** Square format enables centered frontal portrait, symmetrical color blocking, repetition grids (when multiple portraits)
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Commercial advertising, celebrity photography, mass production aesthetics, consumer product packaging.
+
+**Medium/Production Method:** Photo-silkscreen printing - light-sensitive emulsion applied to silk mesh screens, film positives exposed creating blocked areas, acrylic inks pushed through screens using rubber squeegee. Process creates flat color blocks with sharp edges, intentional misregistration between layers embraced as Factory aesthetic. High-contrast photographic negatives reduce subjects to bold graphic shapes.
+
+**Thematic Purpose:** Collapse boundaries between fine art and commerce, treat celebrity/subject as consumer product, explore mechanical reproduction and seriality, deadpan ironic commentary on fame.
+
+**Hallmark Motifs:**
+
+1. **High-contrast reduction** (subjects flattened to 3-4 value zones)
+2. **Bold color blocking** (hot pink, acid yellow, cyan, magenta, electric blue)
+3. **Repetition grids** (same image repeated with color variations)
+4. **Commercial aesthetics** (packaging-like presentation)
+5. **Deliberate imperfection** (registration drift, uneven ink coverage)
+
+**Period Framing:** 1964-1987 Factory era, peak Pop Art album cover production.
+
+**Tone Tag:** Deadpan, ironic, commercially cool, celebrity-obsessed, mechanically detached.
+
+**Production Era Authenticity:** Factory silkscreen process with characteristic ink variations, registration shifts, embrace of mechanical reproduction "flaws" as artistic elements.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line work:** Single strong contour outlines OR no outlines (color blocks meet at sharp edges). Photographic reduction to pure black/white creates edge definition.
+
+**Color:** Strictly 3-4 ultra-saturated colors - hot pink (#FF69B4), acid yellow (#FFFF00), cyan (#00FFFF), magenta (#FF00FF), electric blue (#0000FF), deep black (#000000). Day-glo, fluorescent quality to pigments.
+
+**Texture:** Perfectly flat silkscreen ink coverage, slight screen mesh texture (200-305 threads per inch), minimal variation. Acrylic inks create matte or semi-gloss surface depending on formulation.
+
+**Edge treatment:** Sharp photographic edges where colors meet, slight registration drift (0.5-2mm offset) between color layers creating characteristic Warhol "mistake" aesthetic.
+
+**Detail reduction:** Eyes, nose, mouth simplified to flat contrasting shapes. Hair becomes solid color mass. Skin flattened to 2-3 tonal zones. No gradients or modeling.
+
+**Pose Anchors:** Centered frontal positioning, head/shoulders cropped tight at chest level, 0° head tilt, direct frontal gaze or slight 15° angle, symmetrical composition.
+
+**Scale Hierarchy Anchor:** Subject fills 80-95% of canvas, face occupies 60-70% of total area, features reduced to essential geometric zones.
+
+**Material Authenticity Anchor:** Authentic silkscreen ink flatness, no painterly blending. Mesh pattern barely visible in solid color areas. Acrylic ink sits on surface rather than absorbing into paper.
+
+**Period Consistency Anchor:** Factory production methods require manual screen registration creating characteristic slight shifts between color layers. Embrace imperfection as authentic element.
+
+**Production Method Anchor:** Each color requires separate screen - 3-4 screens minimum. Registration marks trimmed in final production. Inks mixed to exact color specifications, applied in sequence (typically dark to light or light to dark).
+
+**Canvas Adaptation Anchor:** Square 1:1 format perfect for centered portrait, enables repetition grids when using serial imagery approach.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Generic 1960s-70s:** Plain T-shirts, collared shirts, mod jackets
+- **Simplified rendering:** Clothing flattened to solid color blocks
+- **Focus on face:** Minimal clothing detail, often cropped at chest
+
+**Fabric Behavior:** All texture eliminated - clothing becomes flat color zones. No drape, wrinkle, or material indication.
+
+**Accessory Caps:** Minimalist 0-1 (sunglasses occasionally, otherwise avoid distracting details)
+
+**Color Palette:** Clothing colors chosen for graphic contrast - never realistic skin/clothing tones. Bold contrasts between face, hair, clothing, background.
+
+**Props (YAML Pool):**
+
+```yaml
+warhol_pop_props:
+  iconic_objects:
+    - consumer_products: [banana, soup_can_silhouette, bottle_shape]
+    - celebrity_items: [sunglasses, microphone, camera]
+  color_combinations:
+    - hot_palette: [hot_pink, acid_yellow, electric_blue]
+    - cool_palette: [cyan, magenta, lime_green]
+    - classic_warhol: [orange, turquoise, purple, black]
+  repetition_patterns:
+    - grid_layouts: [2x2, 3x3, single_large]
+    - color_variations: [same_image_different_colors]
+```
+
+**Coherence Filter:** All elements must support flat graphic pop aesthetic. Default = clean frontal portrait with bold color blocking.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "photorealistic rendering"
+- "soft gradients"
+- "painterly brushwork"
+- "subtle shading"
+- "naturalistic colors"
+- "detailed background"
+- "ornate decoration"
+- "hand-drawn quality"
+- "textured surfaces"
+- "atmospheric depth"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "flat silkscreen ink coverage"
+- "3-4 ultra-saturated colors maximum"
+- "high-contrast photographic reduction"
+- "registration drift 0.5-2mm offset"
+- "pure flat background color field"
+- "frontal centered portrait crop"
+- "acrylic ink matte surface"
+- "mesh screen 200-305 TPI texture"
+- "factory mechanical reproduction aesthetic"
+
+**Vocabulary Warnings:** Avoid "subtle," "nuanced," "atmospheric," "organic," "hand-crafted." Embrace "flat," "mechanical," "commercial," "graphic," "iconic."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Centered frontal portrait dominates
+- Subject fills frame edge-to-edge or with minimal margin
+- Symmetrical balance through centered positioning
+- Optional repetition grid (2x2, 3x3 variations)
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Framing:** Tight crop at chest/shoulders, face fills majority of frame
+- **Figure:Ground:** 90:10 ratio (subject dominates, minimal background)
+- **Density:** High-impact through bold color contrast, minimal negative space
+- **Lighting Logic:** Flat frontal illumination eliminating shadows, reducing to 3-4 tonal zones
+- **Detail:Negative Space:** 85:15 ratio (graphic impact through minimal void)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, offset lithography reproducing silkscreen aesthetic, coated stock for flat ink coverage appearance.
+
+**Frame/Band Anchor:** OMIT entirely - pure flat background color field extends to edges. No decorative borders.
+
+**Production Context Anchor:** Silkscreen simulation through offset lithography, 4-color process printing attempting to match Factory silkscreen ink saturation, flat ink coverage without gradients.
+
+**Ratio Enforcement Anchor:** Perfect square enables centered symmetrical portraits, repetition grids when using serial approach.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** MINIMAL (Warhol often avoided text on front covers)
+
+**Ratio-Appropriate Zones:**
+
+- Small corner placement when present (5-10% of canvas)
+- Bottom edge minimal text
+- Typography secondary to image
+- Often completely absent from front
+
+**Copy Limits:**
+
+- Front cover: 0-3 words maximum
+- Band name small if included
+- Title often omitted from front
+
+**Period-Appropriate Typography:**
+
+- **Primary fonts:** Helvetica, Futura, Times New Roman (standard commercial fonts)
+- **Size range:** 10-16pt when present (deliberately understated)
+- **Placement:** Corner or edge, never interfering with portrait
+
+**Font Recommendations:**
+
+- **Google Font:** Montserrat or Poppins (85% match for Helvetica)
+- **Better Match:** Helvetica, Futura Bold, Times New Roman
+
+**Format-Specific Rules (Album Cover):**
+
+- Front cover typically image-only or minimal text
+- Typography subordinate to visual impact
+- Commercial font choices matching consumer product packaging
+- Text placed asymmetrically in corner or along edge
+
+**Historical Accuracy:** Standard commercial typography of 1960s-80s, phototypesetting or early digital, minimal integration with silkscreen imagery.
+
+**Production Method Integration:** Typography printed as separate layer in offset lithography, typically black or single color matching silkscreen color palette.
+
+---
diff --git a/styles/record_covers/anton_corbijn_monochrome_cinema.md b/styles/record_covers/anton_corbijn_monochrome_cinema.md
new file mode 100644
index 0000000..181af82
--- /dev/null
+++ b/styles/record_covers/anton_corbijn_monochrome_cinema.md
@@ -0,0 +1,281 @@
+---
+id: anton_corbijn_monochrome_cinema
+group: Record Covers
+movement: Monochrome Band Portraiture
+artist: Anton Corbijn
+display_name: Anton Corbijn — Austere Monochrome Cinematography
+style_scope: single-artist
+ratios:
+  - '1:1'
+  - '4:3'
+ratios_status: provisional
+ratios_notes: >
+  Square portraits evoke Corbijn’s LP work, with 4:3 reserved for medium-format
+  contact sheets and promo portraits.
+modes:
+  - Monochrome Portrait
+  - Band Documentary
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Anton Corbijn photographs musicians like lone actors—grainy monochrome,
+  windswept locations, and solemn gazes. His sleeves bridge fine-art portraiture
+  and post-punk documentary. MuseoMorph keeps that austere mood while inventing
+  new bands, typographic treatments, and weathered settings.
+hero_image: null
+---
+
+
+# Anton Corbijn — Austere Monochrome Cinematography
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `film-grain-triX`, `silver-halide-grain`, `contact-print-scale`, `darkroom-timing-marks`
+
+**Pose Flags:** `frontal-rigid`, `psychological-tension`, `candid-motion`, `power-stance`
+
+**Canvas Control Flag:** `strict-reframe` or `source-respect`
+
+**Media Hybrid Flag:** N/A (photography only)
+
+**Material Physics Authority:** Kodak Tri-X 400 black and white film pushed to 800-3200 ISO, darkroom processing with extended development times, grain intensification through push processing, selective dodging/burning techniques.
+
+**Period Production Authenticity:** 1979-present analog photography methods, Tri-X film stock preference, medium format and 35mm cameras, classic darkroom printing techniques resisting digital transition.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) OR **4:3 ratio** (portrait photography) - ignore source image dimensions completely.
+
+Redraw subject in **Anton Corbijn's austere monochrome photography style** for **album cover or promotional portrait**.
+
+Identity via **realistic candid photography with stark clarity** - subject appears as stoic band member in empty landscapes or against stark walls, rarely smiling, captured with cinematic grain and psychological intensity.
+
+**IP Safeguard Declaration:** Create original monochrome portraits avoiding reproduction of specific Corbijn album covers while maintaining film noir cinematography and band mythology methodology.
+
+**Face-Treatment Flag:** `film-grain-triX` with `silver-halide-grain` characteristics
+
+**Pose Flag:** `frontal-rigid` or `psychological-tension`
+
+**Canvas Control Flag:** `source-respect` (respecting photographic framing)
+
+**Style Dominance:** Film noir cinematography and mythic band portraiture override commercial polish.
+
+**Mode Selector:** Album cover or band portrait (vinyl LP or promotional photography)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover) OR `4:3` (portrait photography)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** source-respect (photographic framing integrity maintained)
+- **Spatial Allocation:** Subject centered or off-center in empty environments (40-60%), vast negative space (40-60%), minimal props
+- **Background Treatment:** Barren landscapes, stark walls, empty industrial spaces, cloudy skies, desert expanses
+- **Format Justification:** Square for album covers, 4:3 for classic portrait photography framing
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Film noir, German expressionism, minimalist portraiture, cinematographic lighting, European art cinema aesthetics.
+
+**Medium/Production Method:** Black-and-white film photography using Kodak Tri-X 400 pushed to 800-3200 ISO for intensified grain. Cameras: Leica M-series 35mm, medium format for select work. Darkroom processing with extended development, selective dodging/burning creating dramatic contrast. Panic-bought 2,500 rolls of Tri-X during Kodak 2012 bankruptcy scare, demonstrating commitment to analog methods.
+
+**Thematic Purpose:** Give rock icons aura of mythic seriousness and timelessness, create devotional band imagery, establish visual identity inseparable from musical identity.
+
+**Hallmark Motifs:**
+
+1. **Empty landscapes** (deserts, barren plains, abandoned buildings)
+2. **Stark architectural backgrounds** (walls, corners, minimal interiors)
+3. **Symbolic props** (crosses, religious icons, minimal objects)
+4. **Stoic expressions** (rarely smiling, contemplative, serious)
+5. **High-contrast grain** (pushed Tri-X aesthetic)
+
+**Period Framing:** 1979-present, peak analog music photography era.
+
+**Tone Tag:** Stoic, cinematic, devotional, moody, mythically serious.
+
+**Production Era Authenticity:** Classic darkroom techniques, film grain embrace, resistance to digital smoothing, commitment to Tri-X film stock integrity.
+
+**Innovation Line:**
+
+- **Lighting:** Natural light preference, minimal artificial intervention, stark contrast
+- **Format:** 35mm and medium format film, contact printing for grain preservation
+- **Processing:** Push processing Tri-X for grain intensification, extended development times
+- **Collaboration:** Long-term band relationships (Joy Division, U2, Depeche Mode)
+
+------
+## 4) Technical Method & Mark-Making
+
+**Camera specifications:** Leica M-series rangefinder cameras, 35mm and 50mm lenses primarily. Medium format for select portraits requiring higher resolution.
+
+**Film stock:** Kodak Tri-X 400 exclusively, pushed to 800-3200 ISO creating "dirty Tri-X" aesthetic. Characteristic chunky grain structure, high contrast, deep blacks.
+
+**Grain characteristics:** Heavy visible grain from push processing, organic silver halide structure, no digital noise reduction. Grain becomes expressive element rather than technical limitation.
+
+**Processing:** Extended development times in D-76 or HC-110 developers, push processing 1-3 stops, careful temperature control for consistent grain structure.
+
+**Lighting:** Natural light preference - overcast skies, open shade, minimal reflector use. When artificial light used, single source creating dramatic shadows.
+
+**Printing:** Traditional gelatin silver printing, selective dodging/burning creating deep blacks and brilliant highlights, fiber-based papers for archival quality.
+
+**Artifacts:** Film grain structure, slight halation around highlights, edge sharpness from quality lenses, characteristic Tri-X tonal curve.
+
+**Pose Anchors:** Subjects standing still in empty landscapes, European-style body positioning (formal, reserved), arms at sides or minimal gesture, direct eye contact or contemplative gaze away.
+
+**Scale Hierarchy Anchor:** Subject typically 30-50% of frame, surrounded by environmental context. Empty space serves compositional purpose.
+
+**Material Authenticity Anchor:** Authentic film grain structure, no digital simulation. Darkroom printing artifacts (dust spots acceptable as period authenticity), fiber paper texture.
+
+**Period Consistency Anchor:** Analog workflow essential - film photography, darkroom printing, no digital manipulation beyond scanning for reproduction.
+
+**Production Method Anchor:** Original fiber prints or carefully scanned negatives for album reproduction, halftone screening attempting to preserve film grain character.
+
+**Canvas Adaptation Anchor:** Composition respects photographic framing conventions, environmental context integral to imagery.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Dark minimalist:** Black coats, dark suits, leather jackets, heavy boots
+- **Timeless simplicity:** White shirts, simple t-shirts, muted tones
+- **Never flashy:** Avoid bright colors, patterns, ornamental details
+
+**Fabric Behavior:** Natural drape of wool coats, leather weight, cotton simplicity. Clothing enhances stoic presence.
+
+**Accessory Caps:** Minimal 0-2 (hats occasionally, sunglasses rare, minimal jewelry)
+
+**Color Palette:** Monochrome rendering - blacks, greys, whites in photographic tones. Clothing muted even when color film used.
+
+**Props (YAML Pool):**
+
+```yaml
+anton_corbijn_props:
+  environmental_elements:
+    - landscapes: [desert_plains, barren_fields, empty_horizons, cloudy_skies]
+    - architecture: [stark_walls, concrete_structures, industrial_ruins, minimal_interiors]
+  symbolic_objects:
+    - religious_icons: [crosses, religious_imagery, symbolic_props]
+    - minimal_elements: [single_chair, window_light, doorway_frame]
+  atmospheric_conditions:
+    - weather: [overcast_diffusion, dramatic_clouds, harsh_sunlight, fog_mystery]
+    - time: [golden_hour_contrast, midday_stark, twilight_mood]
+```
+
+**Coherence Filter:** All elements support stoic band mythology. Default = subject against stark wall or empty landscape.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "bright cheerful colors"
+- "glossy fashion photography"
+- "digital smoothing"
+- "Instagram filters"
+- "HDR processing"
+- "soft focus glamour"
+- "busy backgrounds"
+- "decorative props"
+- "smiling expressions"
+- "commercial polish"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio" OR "exactly 4:3 portrait ratio"
+- "Kodak Tri-X 400 grain structure"
+- "push processed 800-3200 ISO"
+- "high contrast monochrome"
+- "stark empty landscapes"
+- "stoic serious expression"
+- "natural light cinematography"
+- "darkroom dodging and burning"
+- "film noir aesthetic"
+- "mythic band portraiture"
+
+**Vocabulary Warnings:** Avoid "cheerful," "bright," "glossy," "polished," "commercial." Embrace "stoic," "stark," "cinematic," "devotional," "grainy."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+**For 1:1 Square (Album Cover):**
+
+- Centered or off-center subject placement
+- Significant negative space
+- Environmental context integral
+- Symmetrical or rule-of-thirds framing
+
+**For 4:3 Portrait:**
+
+- Classic portrait proportions
+- Subject positioned in upper 2/3
+- Environmental context bottom third
+- Cinematic framing
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Framing:** Environmental context essential, wide shots showing isolation
+- **Lens Equivalent:** 35mm or 50mm normal perspective on 35mm format
+- **Film Stock:** Tri-X 400 pushed creating characteristic grain
+- **Lighting Logic:** Natural light creating authentic shadows and highlights
+- **Figure:Ground:** 40:60 ratio (subject with significant environment)
+- **Density:** Sparse (minimal elements, maximum impact)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve or fiber-based photographic print, offset lithography attempting to preserve film grain, matte finish preferred.
+
+**Frame/Band Anchor:** OMIT decorative frames. Photographic edges respected, image bleeds or white borders only.
+
+**Production Context Anchor:** Gelatin silver printing from Tri-X negatives, careful scanning for album reproduction preserving grain structure, halftone screening 150-200 LPI.
+
+**Ratio Enforcement Anchor:** Photographic composition designed for declared ratio, environmental context optimized for format.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** MINIMAL (photography dominates)
+
+**Ratio-Appropriate Zones:**
+
+- Small corner placement (5-10% maximum)
+- Bottom edge minimal text
+- Often completely absent from front cover
+- Back cover contains credits
+
+**Copy Limits:**
+
+- Front cover: 0-4 words maximum (often zero)
+- Band name minimal or absent
+- Photography speaks without text support
+
+**Period-Appropriate Typography:**
+
+- **Utilitarian sans-serifs:** Helvetica, Akzidenz-Grotesk, Trade Gothic
+- **Size range:** 8-14pt when present
+- **Placement:** Corner or edge, never interfering with photography
+
+**Font Recommendations:**
+
+- **Google Font:** Barlow Condensed or Archivo (85% match for industrial sans-serifs)
+- **Better Match:** DIN 1451, Trade Gothic, Akzidenz-Grotesk
+
+**Format-Specific Rules (Album Cover):**
+
+- Front cover often text-free (photographic purity)
+- Band name on spine only
+- Album title minimal or absent
+- Typography subordinate to cinematic imagery
+
+**Historical Accuracy:** Typography minimal, utilitarian fonts matching austere photographic aesthetic, never decorative or attention-seeking.
+
+**Production Method Integration:** Typography printed as separate element in offset lithography, typically black on white or reversed white on black, minimal integration respecting photographic integrity.
diff --git a/styles/record_covers/barney_bubbles_optical_play.md b/styles/record_covers/barney_bubbles_optical_play.md
new file mode 100644
index 0000000..93720cc
--- /dev/null
+++ b/styles/record_covers/barney_bubbles_optical_play.md
@@ -0,0 +1,308 @@
+---
+id: barney_bubbles_optical_play
+group: Record Covers
+movement: Postmodern Optical Playfulness
+artist: Barney Bubbles
+display_name: Barney Bubbles — Postmodern Optical Playfulness
+style_scope: single-artist
+ratios:
+  - '1:1'
+ratios_status: provisional
+ratios_notes: >
+  Bubbles engineered his optical pranks for 12-inch jackets; the square keeps
+  registration marks and patterns perfectly calibrated.
+modes:
+  - Optical Prank
+  - Typographic Trick
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Barney Bubbles smuggled Victorian engravings, op-art interference, and sly
+  typographic jokes into punk-era sleeves. His layouts flip between maximal
+  collage and disciplined grids, always with a wink. MuseoMorph keeps that
+  mischievous design energy while inventing fresh symbols and steering clear of
+  real band logos.
+hero_image: null
+---
+
+
+# Barney Bubbles — Postmodern Optical Playfulness
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `vector-crisp`, `silkscreen-layered`, `geometric-faceted`, `offset-dot`
+
+**Pose Flags:** `frontal-rigid`, `geometric-faceted`, `psychological-tension`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Media Hybrid Flag:** `vector-screenprint` (schematic diagrams with photographic elements)
+
+**Material Physics Authority:** Offset lithography with deliberate exposure of CMYK registration bars, screenprinting techniques, optical illusion construction, modular geometric systems, wallpaper pattern variations.
+
+**Period Production Authenticity:** 1970s-early 1980s postmodern design methods, intentional revelation of printing processes, constructivist-inspired geometric abstraction, punk-adjacent experimental typography.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) - ignore source image dimensions completely.
+
+Redraw subject in **Barney Bubbles' postmodern optical style** for **vinyl LP album cover (12" × 12")**.
+
+Identity via **schematic reduction or vectorized silhouette** - subject treated as flattened graphic motif, diagram, or partially obscured within optical patterns. Subject may be cropped, repeated, mirrored, or integrated into larger geometric systems.
+
+**IP Safeguard Declaration:** Create original optical compositions avoiding reproduction of specific Stiff Records/Hawkwind designs while maintaining geometric playfulness and process-revelation methodology.
+
+**Face-Treatment Flag:** `vector-crisp` with `geometric-faceted` characteristics
+
+**Pose Flag:** `frontal-rigid` or `geometric-faceted` (schematic positioning)
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Style Dominance:** Geometric playfulness and printing process revelation override realistic representation.
+
+**Mode Selector:** Album cover (vinyl LP format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe (subject integrated into geometric grid or pattern system)
+- **Spatial Allocation:** Subject as schematic element (30-50%), optical patterns and geometric systems (40-60%), exposed printing elements (10-20%)
+- **Background Treatment:** Bold geometric grids, radiating lines, concentric circles, optical illusions, pattern repetitions
+- **Format Justification:** Square format enables radial optical effects, centered geometric systems, modular pattern repetitions
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Russian Constructivism, Op Art, Bauhaus geometric principles, punk DIY aesthetics, psychedelic poster art, technical diagrams.
+
+**Medium/Production Method:** Offset lithography deliberately exposing CMYK registration bars normally trimmed away. Screenprinting techniques creating flat color blocks with sharp registration. Complex multi-panel fold-out constructions (Elvis Costello "Armed Forces" 16-panel). Pattern variation systems (Ian Dury "Do It Yourself" 52 wallpaper variants). Geometric abstraction combined with photographic elements collaged into schematic arrangements.
+
+**Thematic Purpose:** Playful subversion of commercial design conventions, witty visual irony, intellectual accessibility through geometric wit, celebration of printing process as aesthetic element.
+
+**Hallmark Motifs:**
+
+1. **Optical illusions** (radiating lines, concentric patterns, moiré effects)
+2. **Exposed registration marks** (CMYK bars, crop marks, process revelation)
+3. **Schematic diagrams** (technical drawing aesthetics, blueprint styling)
+4. **Pattern systems** (wallpaper repeats, geometric variations)
+5. **Playful typography** (words slicing through portraits, geometric lettering)
+
+**Period Framing:** 1977-1983 post-punk/new wave era, peak postmodern design experimentation.
+
+**Tone Tag:** Witty, playful, ironic, intellectually accessible, geometrically precise.
+
+**Production Era Authenticity:** Offset lithography with intentional process exposure, screenprinting flat color application, collaborative printing experiments pushing commercial boundaries.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line work:** Precise geometric construction - radiating lines, concentric circles, grid systems rendered with technical precision. Vector-quality sharpness.
+
+**Color:** Flat spot colors (2-4 hues maximum) in bold contrast - primary colors (red #FF0000, blue #0000FF, yellow #FFFF00) with black, or unexpected combinations (orange/purple, green/pink). CMYK registration bars deliberately exposed.
+
+**Texture:** Flat screenprint or offset lithography with no gradients. Occasional halftone screens for photographic elements integrated into geometric systems.
+
+**Typography treatment:** Bold oversized letters slicing through portraits, geometric letterforms, words forming outlines or architectural elements. Type as structural graphic element.
+
+**Geometric precision:** Radiating lines at exact angles, concentric circles with mathematical spacing, grids dividing canvas into modular systems. Optical effects through precise pattern repetition.
+
+**Process revelation:** CMYK registration bars, crop marks, color bars - printing process normally hidden deliberately exposed as decorative elements.
+
+**Pose Anchors:** Subject rendered as silhouette, diagram, or schematic outline. Frontal rigid positioning when recognizable, often abstracted beyond portraiture.
+
+**Scale Hierarchy Anchor:** Geometric patterns often dominate (50-70%), subject integrated as element within system (30-40%), typography structural (20-40%).
+
+**Material Authenticity Anchor:** Authentic offset lithography flatness, screenprint color saturation, no digital gradients or effects. Registration marks genuine printing elements exposed.
+
+**Period Consistency Anchor:** 1970s-80s printing technology limitations embraced as aesthetic - misregistration possibilities, halftone screens, flat color separations.
+
+**Production Method Anchor:** Offset lithography 4-color process with spot color additions. Deliberate misregistration for effect, registration bars normally trimmed now celebrated. Pattern variations requiring multiple print runs.
+
+**Canvas Adaptation Anchor:** Square format perfect for radial compositions, centered optical effects, modular geometric divisions creating visual rhythm.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Schematic reduction:** Clothing flattened to geometric shapes, diagram-like simplification
+- **Punk aesthetic:** Leather jackets, graphic t-shirts reduced to silhouette forms
+- **Often absent:** Subject reduced to pure geometric abstraction
+
+**Fabric Behavior:** All texture eliminated - clothing becomes flat color zones or line-work diagrams.
+
+**Accessory Caps:** Minimalist 0-1 (geometric symbols, schematic elements replacing realistic accessories)
+
+**Color Palette:** Bold primary colors or unexpected combinations - clothing colors chosen for optical effect rather than realism.
+
+**Props (YAML Pool):**
+
+```yaml
+barney_bubbles_props:
+  geometric_elements:
+    - optical_patterns: [radiating_lines, concentric_circles, moiré_grids]
+    - printing_marks: [CMYK_bars, registration_crosses, crop_marks]
+    - technical_diagrams: [blueprint_aesthetics, schematic_outlines, architectural_plans]
+  pattern_systems:
+    - wallpaper_variants: [repeating_motifs, modular_patterns, variation_series]
+    - color_combinations: [primary_triads, complementary_pairs, unexpected_contrasts]
+  typographic_play:
+    - structural_text: [letters_as_frames, words_forming_outlines, geometric_letterforms]
+    - slicing_typography: [text_cutting_through_images, diagonal_word_placement]
+```
+
+**Coherence Filter:** All elements support geometric wit and optical playfulness. Default = subject silhouette with radiating optical pattern.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "photographic realism"
+- "soft gradients"
+- "organic textures"
+- "decorative romanticism"
+- "conventional portraiture"
+- "hidden printing process"
+- "naturalistic colors"
+- "painterly brushwork"
+- "emotional expression"
+- "commercial slickness"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "flat screenprint color blocks"
+- "geometric optical patterns"
+- "exposed CMYK registration bars"
+- "radiating line precision"
+- "schematic diagram aesthetic"
+- "bold primary color contrasts"
+- "vector-sharp edges"
+- "modular pattern systems"
+- "witty typographic integration"
+
+**Vocabulary Warnings:** Avoid "soft," "organic," "romantic," "realistic," "conventional." Embrace "geometric," "optical," "schematic," "witty," "precise."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Radial optical patterns emanating from center
+- Modular geometric divisions
+- Centered circular or square focal systems
+- Pattern repetitions creating visual rhythm
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Grid/Symmetry:** Precise geometric systems, mathematical pattern generation
+- **Figure:Ground:** 40:60 ratio (subject element within dominant geometric system)
+- **Density:** Medium-high (layered geometric patterns with strategic clarity zones)
+- **Lighting Logic:** Flat graphic illumination, no atmospheric depth
+- **Detail:Negative Space:** 70:30 ratio (geometric complexity with breathing room)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, offset lithography with deliberately exposed printing process elements, coated stock for flat color saturation.
+
+**Frame/Band Anchor:** OMIT traditional frames. Geometric systems may include linear borders as structural elements, CMYK bars function as decorative edge elements.
+
+**Production Context Anchor:** Offset lithography 4-color process plus spot colors, screenprinting for flat color areas, deliberate exposure of registration marks and crop indicators.
+
+**Ratio Enforcement Anchor:** Square format enables radial optical effects, perfect geometric divisions, modular pattern systems.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ESSENTIAL (typography as structural geometric element)
+
+**Ratio-Appropriate Zones:**
+
+- Typography slicing diagonally through composition
+- Letters forming outline frames around subject
+- Words integrated as geometric architectural elements
+- Text creating secondary optical patterns
+
+**Copy Limits:**
+
+- Band/artist name as dominant structural element
+- Album title integrated into geometric system
+- Typography occupies 30-50% of composition as architectural feature
+
+**Period-Appropriate Typography:**
+
+- **Bold geometric sans-serifs:** Futura Bold, Franklin Gothic, Impact
+- **Custom geometric letterforms:** Constructed from circles/squares/triangles
+- **Ironic traditional:** Occasional Victorian or decorative fonts used subversively
+
+**Font Recommendations:**
+
+- **Google Font:** League Spartan or Anton (85% match for geometric bold sans)
+- **Better Match:** Futura Extra Bold, Franklin Gothic Extra Condensed, custom geometric construction
+
+**Format-Specific Rules (Album Cover):**
+
+- Typography forms structural framework
+- Letters sized as architectural elements (100-300pt)
+- Words slice through or frame subject schematically
+- Text positioned at unexpected angles creating geometric tension
+
+**Historical Accuracy:** Typography integrated during design process as geometric construction element, printed with same offset/screenprint methods as imagery.
+
+**Production Method Integration:** Typography printed as flat color blocks or outlined forms, integrated with CMYK process and spot color systems, registration precision essential for geometric clarity.
+
+---
+
+- ## Jamie Reid
+## 1) Core Instruction & Likeness Mandate
+
+  - Redraw subject in Jamie Reid’s **punk ransom-note agitprop style** (1976–1979).
+  - **Likeness:** recognizable only as a crude, photocopied halftone headshot or tabloid-style cut-out.
+  - **Defacement is mandatory**: the portrait must always be vandalized, obscured, or partially destroyed — e.g., safety pins through features, ransom-text strips across the face, X-ed out eyes, graffiti, tape, or sprayed slogans.
+  - The figure should never remain intact or clean.
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  - Influences: Situationist International, anarchist propaganda, DIY punk flyers.
+  - Medium: **collage, photocopy grain, Letraset type, screenprint, spray-paint stencils.**
+  - Purpose: **provocative, anti-establishment design for punk records.**
+## 3) Style Context & Material Authenticity
+
+  - **Line work:** rough, jagged cut-outs, torn edges.
+  - **Color:** clashing Union Jack reds/blues, neon pink, safety-yellow, stark black/white. Misregistered CMYK blocks encouraged.
+  - **Texture:** heavy photocopy grain, visible tape marks, ink splatters, staples, spray-paint stencils.
+  - **Detail:** anti-polish; crude and inconsistent by design.
+## 4) Technical Method & Mark-Making
+
+  - Punk regalia may be added: leather jacket cut-outs, tartan scraps, ripped shirts.
+  - Accessories: safety pins, anarchist badges, graffiti scribbles.
+## 5) Wardrobe, Props & Setting Conventions
+
+  - ❌ No clean or intact portraits.
+  - ❌ No smooth vector graphics or digital gloss.
+  - ❌ No elegant design, minimalism, or subtlety.
+  - ❌ No frames, signatures, or credits.
+## 6) Safety & IP Constraints (Hard Rules)
+
+  - Chaotic cut-and-paste layout.
+  - Backgrounds: torn Union Jacks, flat neon fields, crude spray-painted walls.
+  - Layout feels urgent and DIY, tilted, overlapping, pasted at odd angles.
+## 7) Composition & Lighting Patterns
+
+  - Aggressive ransom-note typography (cut from different fonts/sizes, Letraset grotesks, stencils).
+  - Text dominates: slogans like “NO FUTURE,” “ANARCHY,” “CHAOS” or similar punk era slogans should sprawl across or cover the face.
+  - Placement: deliberately crooked, overlapping, obscuring the portrait.
+  - **Google Fonts (secondary approximations only):** Special Elite, Oswald, Roboto Condensed, Newsreader.
+  - Non-Google refs: ransom-style cut lettering, Letraset grotesks, Caslon wood type.
+
+---
diff --git a/styles/record_covers/hipgnosis_surrealist_staging.md b/styles/record_covers/hipgnosis_surrealist_staging.md
new file mode 100644
index 0000000..226d4a7
--- /dev/null
+++ b/styles/record_covers/hipgnosis_surrealist_staging.md
@@ -0,0 +1,531 @@
+---
+id: hipgnosis_surrealist_staging
+group: Record Covers
+movement: Surrealist Photographic Album Art
+artist: Hipgnosis (Storm Thorgerson & Aubrey Powell)
+display_name: Hipgnosis — Surrealist Photographic Staging
+style_scope: single-artist
+ratios:
+  - '1:1'
+  - '2:1'
+ratios_status: provisional
+ratios_notes: >
+  Square 12-inch sleeves carry the core imagery; open to 2:1 only when staging a
+  full gatefold panorama.
+modes:
+  - Surreal Tableau
+  - Gatefold Panorama
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Hipgnosis built impossible album covers in-camera—burning handshakes, floating
+  monoliths, deserts full of props—and printed them with dye-transfer
+  saturation. Every illusion was staged with Hasselblad precision and stunt
+  logistics instead of digital tricks. We preserve that practical surrealism
+  while inventing new puzzles and keeping the band iconography original.
+hero_image: null
+---
+
+
+# Hipgnosis (Storm Thorgerson & Aubrey Powell) — Surrealist Photographic Staging
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `film-grain-triX`, `medium-format-compression`, `silver-halide-grain`, `contact-print-scale`
+
+**Pose Flags:** `frontal-rigid`, `candid-motion`, `psychological-tension`, `power-stance`
+
+**Canvas Control Flag:** `strict-reframe` or `adaptive-extend`
+
+**Media Hybrid Flag:** `photo-illustration-collage` (when combining multiple photographic elements)
+
+**Material Physics Authority:** Hasselblad 500C medium format photography, Carl Zeiss T* lenses, Kodak Tri-X and Plus-X film stocks, dye transfer printing with gelatin matrices, practical effects staged for camera rather than post-production manipulation.
+
+**Period Production Authenticity:** 1968-1983 analog photography era with elaborate practical staging, studio lighting, stunt coordination, color separation printing through relief matrices.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) OR **2:1 ratio** (gatefold) - ignore source image dimensions completely.
+
+Redraw subject in **Hipgnosis surrealist photographic staging style** for **vinyl LP album cover (12" × 12" or 24" × 12" gatefold)**.
+
+Identity via **recognizable integration into impossible scenarios** - subject becomes part of elaborate surrealist tableau, photographed practically with minimal post-production. Subject appears as stiff, awkward figure within dreamlike constructed environment.
+
+**IP Safeguard Declaration:** Create original surrealist scenarios using practical staging techniques, avoiding reproduction of specific Hipgnosis iconic images while maintaining methodological authenticity.
+
+**Face-Treatment Flag:** `film-grain-triX` or `medium-format-compression` (depending on film stock choice)
+
+**Pose Flag:** `frontal-rigid` or `psychological-tension` (deliberately awkward positioning)
+
+**Canvas Control Flag:** `strict-reframe` for single image compositions, `adaptive-extend` for multi-element collages
+
+**Style Dominance:** Practical photographic staging and "doing it for real" override digital manipulation or illustration.
+
+**Mode Selector:** Album cover (vinyl LP or gatefold format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (standard album) OR `2:1` (gatefold panoramic)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely (create elaborate staged environment)
+- **Spatial Allocation:** Subject integrated as element within larger surrealist landscape (15-40% of composition)
+- **Background Treatment:** Vast surreal environments (deserts, oceans, industrial wastelands, barren fields) extending to horizon
+- **Format Justification:** Square format for concentrated surreal moments; 2:1 gatefold for epic surrealist panoramas with elaborate staging
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Surrealism (Magritte, Dalí), Pop Art, conceptual photography, stage magic/illusion, practical special effects cinema.
+
+**Medium/Production Method:** Medium format photography using Hasselblad 500C cameras with Carl Zeiss Planar 80mm f/2.8 T* lenses. Film stocks: Kodak Tri-X 400 (black/white), Kodak Ektachrome 64 (color). Elaborate practical staging including stunt coordination, pyrotechnics, constructed sets, multiple exposure techniques. Dye transfer printing using cyan, magenta, yellow gelatin relief matrices for unprecedented color control.
+
+**Thematic Purpose:** Create enigmatic visual puzzles that provoke "looking again," merge reality with impossibility, provide surrealist visual counterpoint to progressive rock's musical complexity.
+
+**Hallmark Motifs:**
+
+1. **Endless horizons** (deserts, oceans, empty fields with single surreal element)
+2. **Impossible juxtapositions** (burning handshakes, floating objects, submerged furniture)
+3. **Industrial wastelands** (power stations, smokestacks, abandoned structures)
+4. **Practical pyrotechnics** (actual fire, explosions, smoke)
+5. **Geometric impossibilities** (black monoliths, prisms, architectural paradoxes)
+
+**Period Framing:** 1968-1983 progressive rock era, peak analog photography techniques.
+
+**Tone Tag:** Enigmatic, dreamlike, uncanny, absurd, theatrically surreal.
+
+**Production Era Authenticity:** All effects achieved in-camera or through practical staging. Multiple exposure techniques, elaborate set construction, professional stunt coordination. Dye transfer printing (1970s-early 1980s) for maximum color saturation and control.
+
+**Innovation Line:**
+
+- **Lighting:** Natural desert sunlight, theatrical studio strobes, practical pyrotechnic illumination
+- **Format:** Hasselblad 6×6cm square negatives, occasional Sinar Norma 5×4" for gatefold detail
+- **Processing:** Custom dye transfer printing, careful color separation
+- **Collaboration:** Professional stuntmen (Ronnie Rondell Jr.), set builders, practical effects teams
+
+------
+## 4) Technical Method & Mark-Making
+
+**Camera Specifications:** Hasselblad 500C with Carl Zeiss Planar 80mm f/2.8 T* or Distagon 50mm f/4 lenses. Occasional Sinar Norma 5×4" view camera for gatefold panoramas.
+
+**Film Stock:** Kodak Tri-X 400 (pushed to 800 for grain), Kodak Plus-X 125 (fine grain b&w), Kodak Ektachrome 64 (color), Kodak Kodachrome 64 (archival color).
+
+**Grain Characteristics:** Medium format grain structure visible at print scale, characteristic Tri-X chunky grain when pushed, smooth Ektachrome color grain.
+
+**Lighting:** Combination of natural desert sunlight (5600K), tungsten studio floods (3200K), practical fire (1900K), theatrical strobes for freeze-motion. Shadow detail preserved through careful exposure latitude management.
+
+**Processing:** Standard C-41 color negative OR E-6 transparency processing. Dye transfer printing: relief gelatin matrices soaked in cyan, magenta, yellow dyes, transferred sequentially to receiving paper for unprecedented color gamut control.
+
+**Artifacts:** Lens flare from direct sun exposure, halation around bright highlights, film grain structure, edge darkening (vignetting) from wide-angle lenses, motion blur from practical effects.
+
+**Pose Anchors:** Subjects positioned rigidly, 0-15° head tilt, symmetrical frontal stance, deliberately awkward gestures. Stunt performers positioned for safety during pyrotechnic effects (15-20 second burn duration).
+
+**Scale Hierarchy Anchor:** Subject integrated as element within landscape (20-40% of frame), vast environment dominates (60-80%), horizon lines positioned at mathematical thirds.
+
+**Material Authenticity Anchor:** Authentic film grain structure, no digital smoothing. Practical staging evidence visible (safety wires occasionally present, stunt coordination marks, constructed set edges). Dye transfer color saturation characteristics.
+
+**Period Consistency Anchor:** Pre-digital effects mandate practical staging. All impossible elements achieved through multiple exposure, forced perspective, elaborate construction, or stunt coordination.
+
+**Production Method Anchor:** Dye transfer printing creates color depth impossible with C-prints. Registration accuracy ±0.25mm between cyan, magenta, yellow layers. Paper choice affects final surface (matte vs. glossy receiving papers).
+
+**Canvas Adaptation Anchor:** Square 1:1 format concentrates surreal moment; 2:1 gatefold enables epic panoramic staging with multiple surreal elements across extended vista.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Mid-century everyman:** Plain suits, workwear, casual 1970s attire (corduroy, denim, button-down shirts)
+- **Stunt coordination:** Fire-resistant suits under normal clothing, protective undergarments, fireproof wigs
+- **Surreal contrast:** Ordinary clothing in extraordinary circumstances
+
+**Fabric Behavior:** Natural drape of 1970s synthetic blends, cotton, wool. Stunt clothing modified for safety (treated with fire retardant chemicals).
+
+**Accessory Caps:** Minimalist 1-2 (briefcases, umbrellas, simple props that enhance surreal narrative)
+
+**Color Palette:** Muted earth tones contrasting with vivid surreal elements. Desert beiges, industrial greys, sky blues against impossible colored objects.
+
+**Props (YAML Pool):**
+
+```yaml
+hipgnosis_surreal_props:
+  impossible_objects:
+    - floating_elements: [inflatable_pig, geometric_monolith, prism, suspended_bed]
+    - fire_elements: [burning_handshake, flaming_figure, pyrotechnic_effects]
+    - submerged_items: [chairs_in_water, furniture_underwater, floating_objects]
+  environmental_elements:
+    - desert_staging: [cracked_earth, endless_sand, barren_wasteland]
+    - industrial_backdrop: [power_station, smokestacks, cooling_towers]
+    - water_scenes: [ocean_horizon, shallow_pools, reflective_surfaces]
+  practical_effects:
+    - multiple_exposure: [impossible_architecture, repeated_figures]
+    - forced_perspective: [giant_objects, miniature_elements]
+    - constructed_sets: [endless_beds, geometric_structures]
+```
+
+**Coherence Filter:** All elements must appear practically photographed. Default = stark desert landscape with single surreal element.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "digital compositing"
+- "Photoshop effects"
+- "CGI rendering"
+- "painted illustration"
+- "decorative frames"
+- "glossy modern photography"
+- "HDR processing"
+- "Instagram filters"
+- "perfect digital smoothing"
+- "contemporary fashion"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio" OR "exactly 2:1 gatefold ratio"
+- "Hasselblad medium format grain"
+- "practical staging photography"
+- "dye transfer color saturation"
+- "Carl Zeiss T* lens characteristics"
+- "Kodak Ektachrome muted tones"
+- "stunt coordination safety protocols"
+- "multiple exposure in-camera technique"
+- "natural film halation"
+- "1970s practical effects aesthetic"
+
+**Vocabulary Warnings:** Avoid "digital," "composited," "CGI," "Photoshopped." Embrace "staged," "practical," "photographed," "constructed," "in-camera."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+**For 1:1 Square:**
+
+- Central surreal element with vast negative space
+- Horizon positioned at golden ratio (38% from top or bottom)
+- Subject integrated as scale indicator within landscape
+- Radial composition for circular impossible objects
+
+**For 2:1 Gatefold:**
+
+- Panoramic surreal landscape extending across double-width
+- Multiple surreal elements positioned at mathematical intervals
+- Epic horizon lines creating sense of infinite space
+- Left/right panels function independently yet connect cohesively
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Framing Regime:** Environmental (vast context dominates subject)
+- **Lens Equivalent:** 40-80mm normal perspective on medium format (natural field of view)
+- **Film Stock:** Ektachrome 64 for muted color palette, Tri-X for dramatic b&w
+- **Lighting Logic:** Natural sunlight key light, practical effects provide accents
+- **Figure:Ground:** 20:80 ratio (subject subordinate to environment)
+- **Density:** Sparse (single surreal element in vast emptiness)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, offset lithography reproducing dye transfer color separations, matte or semi-gloss coated stock (150-200gsm).
+
+**Frame/Band Anchor:** OMIT entirely - no decorative borders, image bleeds to edges.
+
+**Production Context Anchor:** Dye transfer printing from medium format transparencies, cyan/magenta/yellow gelatin relief matrices, careful color separation for offset lithography reproduction. Halftone screening 150-175 LPI for album reproduction.
+
+**Ratio Enforcement Anchor:** Composition designed for declared ratio, horizon lines and surreal elements positioned specifically for square or panoramic format.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** MINIMAL or OMIT (Hipgnosis often excluded text from front covers)
+
+**Ratio-Appropriate Zones:**
+
+- Small corner placement (5-10% of canvas)
+- Bottom edge minimal text
+- Back cover contains all typography
+- Pink Floyd covers often completely text-free on front
+
+**Copy Limits:**
+
+- Front cover: 0-3 words maximum (often zero)
+- Band name frequently omitted
+- Album title minimal or absent
+
+**Period-Appropriate Typography:**
+
+- **Primary fonts:** Helvetica, Futura, custom lettering
+- **Size range:** When present, 10-14pt maximum (deliberately understated)
+- **Placement:** Asymmetric, never centered, often absent
+
+**Font Recommendations:**
+
+- **Google Font:** Work Sans or Inter (85% match for Helvetica)
+- **Better Match:** Helvetica, Univers, custom hand-drawn lettering
+
+**Format-Specific Rules (Album Cover):**
+
+- Front cover typically text-free (enigmatic approach)
+- Band name and title on spine only
+- Back cover contains minimal track listing
+- Inner gatefold may include credits in small type
+
+**Historical Accuracy:** Letraset dry transfer lettering (1968-1980), early phototypesetting, hand-drawn custom lettering for special cases.
+
+**Production Method Integration:** Typography, when present, printed using offset lithography matching dye transfer color values, perfect registration with photographic elements.
+
+------
+
+## Roger Dean — Fantasy Landscape Visionary
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `watercolor-soft`, `gouache-opaque`, `mixed-media-linear`, `wet-on-wet-bleed`
+
+**Pose Flags:** `gestural-fluid`, `cultural-traditional` (when tiny figures included)
+
+**Canvas Control Flag:** `adaptive-extend` or `source-respect`
+
+**Media Hybrid Flag:** Mixed media combining watercolor, gouache, ink, enamel, crayon
+
+**Material Physics Authority:** Watercolor and gouache on 640gsm rough textured paper, controlled wet-on-wet technique, negative space painting, scalpel scratching for highlights, honey-based pigments for saturation.
+
+**Period Production Authenticity:** 1970s-1980s traditional painting methods with experimental mixed media, organic mark-making, controlled chaos through water/gravity manipulation.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover) OR **2:1 ratio** (gatefold) - ignore source image dimensions completely.
+
+Redraw subject in **Roger Dean's fantasy landscape style** for **progressive rock album artwork**.
+
+Identity via **symbolic mythologization** - subject becomes tiny traveler or mystical figure within vast cosmic-fantasy landscape. Subject serves as **scale indicator** rather than protagonist, dwarfed by otherworldly environment.
+
+**IP Safeguard Declaration:** Create original fantasy landscapes avoiding reproduction of specific Yes/Asia iconography while maintaining organic architectural and floating island motifs.
+
+**Face-Treatment Flag:** `watercolor-soft` with `wet-on-wet-bleed` characteristics
+
+**Pose Flag:** `gestural-fluid` (when figures included, typically as tiny silhouettes)
+
+**Canvas Control Flag:** `adaptive-extend` (organic landscapes extend naturally to fill canvas)
+
+**Style Dominance:** Organic architectural fantasy and cosmic natural forms override realistic representation.
+
+**Mode Selector:** Album cover (vinyl LP or gatefold format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (standard album) OR `2:1` (gatefold panorama)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend (organic landscape elements flow naturally to fill ratio)
+- **Spatial Allocation:** Vast cosmic landscape dominates (70-90%), tiny figures positioned as scale indicators (5-10%)
+- **Background Treatment:** Ethereal skies with luminous color gradients, floating islands, alien vegetation extending to all edges
+- **Format Justification:** Square format concentrates cosmic vision; 2:1 gatefold enables epic panoramic alien worlds with elaborate organic architecture
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Surrealism, Art Nouveau organic forms, Chinese/Japanese landscape painting, ecological themes, botanical illustration, visionary art.
+
+**Medium/Production Method:** Watercolor and gouache on thick 640gsm rough paper creating broken, uneven paint effects. Process: Initial splashes/shapes allowed to evolve organically, then tightened with detailed finishing. Scalpel used to scratch highlights into dried paint. Experimental techniques include spraying water and color, gravity manipulation, negative space painting (forms created by painting around them), layered transparent washes building luminosity.
+
+**Thematic Purpose:** Create immersive fantasy worlds functioning as alternate universes for progressive rock's cosmic explorations. Worlds that feel ecologically plausible despite impossibility.
+
+**Hallmark Motifs:**
+
+1. **Floating islands** with root systems dangling into void
+2. **Organic architecture** (bone-like structures, living buildings)
+3. **Crystalline mountains** with transparent geological formations
+4. **Alien vegetation** (curvilinear foliage, exotic ecosystems)
+5. **Cosmic oceans** with impossible water behavior
+
+**Period Framing:** 1970s-1980s progressive rock golden age, peak visionary landscape painting.
+
+**Tone Tag:** Mystical, visionary, expansive, ecologically harmonious, cosmically optimistic.
+
+**Production Era Authenticity:** Traditional watercolor/gouache techniques with experimental material manipulation. No digital enhancement - all luminosity achieved through layered transparent pigments, scratched highlights, controlled water effects.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line work:** Fluid curvilinear contours defining floating islands and organic architecture. Controlled fine linework for rock textures and foliage detail. Exploratory initial marks refined through careful edge definition.
+
+**Color mixing:** Luminous watercolor/gouache washes in jewel tones. Transparent layering builds saturation. Honey-based watercolors provide exceptional color depth. Palette: ethereal blues, mystical purples, alien greens, sunset oranges, cosmic pinks.
+
+**Texture thickness:** Thick 640gsm paper creates broken paint application. Scratched highlights create physical texture (0.1-0.3mm depth). Watercolor pooling creates organic marbling effects. Gouache provides opaque detail over transparent washes.
+
+**Edge treatment:** Soft wet-on-wet blending for atmospheric elements. Sharp negative-space edges for architectural forms. Scalpel-scratched highlights create crisp linear accents.
+
+**Stroke economy:** Initial loose experimental marks establish composition. Refined detailing added in final layers. Negative space painting requires precise brush control around preserved areas.
+
+**Surface depth:** Multiple transparent watercolor layers create luminous depth (3-7 layers typical). Gouache highlights sit physically on surface. Scratched areas reveal white paper beneath pigment layers.
+
+**Detail hierarchy:** Hyper-detailed clusters (rock formations, vegetation) contrast with atmospheric voids. Foreground sharp, background softly dissolved into cosmic haze.
+
+**Pose Anchors:** Tiny figures (when included) positioned as lone travelers, cloaked/robed, architectural scale rather than protagonists. Positioned at 1/3 or 2/3 compositional points for visual balance.
+
+**Scale Hierarchy Anchor:** Vast landscapes dwarf any human elements (figures 2-5% of composition). Floating islands span 40-60% of canvas. Organic architecture reaches 30-50% scale.
+
+**Material Authenticity Anchor:** Authentic watercolor granulation, pigment settling patterns, gouache opacity variations, paper texture affecting paint flow. Scalpel scratches visible as white linear highlights cutting through paint layers.
+
+**Period Consistency Anchor:** Pre-digital painting requiring physical material manipulation. All effects achieved through water control, gravity, careful layering, subtractive techniques (scratching, lifting).
+
+**Production Method Anchor:** Original paintings photographed for reproduction. Offset lithography struggles to capture watercolor luminosity - requires careful color separation to approximate transparent wash depth.
+
+**Canvas Adaptation Anchor:** Compositions designed for specific ratios - 1:1 concentrates cosmic moment, 2:1 enables epic journey across alien vista with multiple floating islands and organic structures.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Mystical travelers:** Cloaked figures, robed silhouettes, fantasy medieval-inspired garments
+- **Scale indicators:** Tiny figures in simple attire emphasizing vastness of environment
+- **Occasionally absent:** Landscapes often completely uninhabited
+
+**Fabric Behavior:** When visible, flowing robes suggesting movement through alien atmosphere. Simplified forms due to tiny scale.
+
+**Accessory Caps:** Minimalist 0-1 (staffs, simple traveling gear when figures present)
+
+**Color Palette:** Muted earth tones for figures contrast with vivid cosmic landscape. Figure colors subordinate to environment.
+
+**Props (YAML Pool):**
+
+```yaml
+roger_dean_fantasy_props:
+  floating_structures:
+    - island_formations: [root_bridges, suspended_landmasses, gravity_defying_geology]
+    - organic_architecture: [bone_structures, living_buildings, shell_dwellings]
+    - crystalline_elements: [transparent_mountains, prismatic_formations, light_refracting_stones]
+  alien_nature:
+    - exotic_vegetation: [curvilinear_trees, impossible_flowers, cosmic_plant_life]
+    - water_features: [floating_oceans, atmospheric_rivers, liquid_light_pools]
+    - sky_phenomena: [multiple_moons, cosmic_auroras, celestial_structures]
+  mystical_elements:
+    - light_sources: [bioluminescent_growths, ethereal_glows, cosmic_radiance]
+    - atmospheric_effects: [swirling_mists, colored_vapors, energy_flows]
+```
+
+**Coherence Filter:** All elements must feel ecologically connected within alien world system. Default = floating island in cosmic void with organic architecture.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "digital gradients"
+- "CGI rendering"
+- "fractal generation"
+- "3D modeling"
+- "Photoshop filters"
+- "vector illustration"
+- "flat graphic design"
+- "mechanical precision"
+- "modern digital smoothing"
+- "conventional realism"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio" OR "exactly 2:1 gatefold ratio"
+- "watercolor granulation texture"
+- "gouache opacity layers"
+- "scalpel scratched highlights"
+- "wet-on-wet color bleeding"
+- "640gsm rough paper texture"
+- "transparent pigment layering"
+- "organic curvilinear forms"
+- "floating island geology"
+- "cosmic atmospheric depth"
+
+**Vocabulary Warnings:** Avoid "digital," "rendered," "computer-generated," "vector," "synthetic." Embrace "painted," "organic," "flowing," "luminous," "atmospheric."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION:**
+
+**For 1:1 Square:**
+
+- Concentrated cosmic vision with central floating island
+- Radial composition emanating from core structure
+- Equal weight distribution through organic symmetry
+- Atmospheric depth receding to all four edges
+
+**For 2:1 Gatefold:**
+
+- Epic panoramic alien landscape extending across width
+- Multiple floating islands positioned at rhythmic intervals
+- Journey narrative implied through compositional flow left-to-right
+- Interconnected organic elements creating visual continuity
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Aerial/elevated viewpoint revealing vast cosmic vistas
+- **Grid/Symmetry:** Organic balance rather than mathematical precision
+- **Figure:Ground:** 10:90 ratio (environment dominates)
+- **Density:** Contrast between hyper-detailed clusters and atmospheric voids
+- **Lighting Logic:** Ethereal cosmic illumination from multiple impossible sources
+- **Detail:Negative Space:** 30:70 ratio (detailed elements surrounded by atmospheric depth)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, offset lithography attempting to reproduce watercolor luminosity, coated art paper (170-200gsm) for best color reproduction.
+
+**Frame/Band Anchor:** OMIT entirely unless organic decorative border grows from landscape itself (Art Nouveau-inspired natural frames).
+
+**Production Context Anchor:** Offset lithography from painted originals, 6-8 color separations attempting to capture transparent watercolor depth, carefully calibrated to preserve luminosity.
+
+**Ratio Enforcement Anchor:** Composition flows organically to fill declared ratio, floating islands and cosmic elements positioned specifically for square or panoramic format.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ALLOW (typography integrated as organic element)
+
+**Ratio-Appropriate Zones:**
+
+- Typography morphs into landscape shapes
+- Letters grow from organic structures
+- Custom hand-drawn integration
+- Bottom third placement common for band logos
+
+**Copy Limits:**
+
+- Band name as custom logo (Yes, Asia style)
+- Album title minimal or absent from front
+- Typography becomes architectural element of landscape
+
+**Period-Appropriate Typography:**
+
+- **Custom lettering:** Organic, hand-drawn logos appearing grown from landscape
+- **Art Nouveau influence:** Flowing, curvilinear letterforms
+- **Integration method:** Typography becomes part of world rather than applied text
+
+**Font Recommendations:**
+
+- **Google Font:** Eczar or Cinzel Decorative (70% approximation of organic custom lettering)
+- **Better Match:** Custom hand-drawn lettering specific to each album, Arnold Böcklin for Art Nouveau reference
+
+**Format-Specific Rules (Album Cover):**
+
+- Front cover: Custom logo integrated into landscape design
+- Logo appears as natural growth from cosmic elements
+- Typography subordinate to environmental immersion
+- Text should look "grown from same organic world"
+
+**Historical Accuracy:** All typography hand-drawn and custom designed, integrated during painting process or carefully added to maintain organic unity with landscape.
+
+**Production Method Integration:** Typography painted/drawn as part of original artwork, reproduced through same offset lithography process as landscape elements, maintaining tonal integration.
+
+---
diff --git a/styles/record_covers/mati_klarwein_psychedelic_mysticism.md b/styles/record_covers/mati_klarwein_psychedelic_mysticism.md
new file mode 100644
index 0000000..50a24b2
--- /dev/null
+++ b/styles/record_covers/mati_klarwein_psychedelic_mysticism.md
@@ -0,0 +1,265 @@
+---
+id: mati_klarwein_psychedelic_mysticism
+group: Record Covers
+movement: Psychedelic Surrealist Mysticism
+artist: Mati Klarwein
+display_name: Mati Klarwein — Psychedelic Surrealist Mysticism
+style_scope: single-artist
+ratios:
+  - '1:1'
+ratios_status: provisional
+ratios_notes: >
+  Klarwein painted visionary art directly for square LP fronts; maintain the 1:1
+  mandala to hold the cosmic narrative.
+modes:
+  - Psychedelic Landscape
+  - Sacred Collage
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Mati Klarwein layers Afro-Caribbean symbolism, Biblical figures, and cosmic
+  biology into luminous psychedelic realms. His canvases glow with Mischtechnik
+  glazes and labyrinthine detail. We preserve that ecstatic density while
+  composing brand-new mythologies free of canonical album references.
+hero_image: null
+---
+
+
+# Mati Klarwein — Psychedelic Surrealist Mysticism
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `oil-fat-over-lean`, `glazing-layers-buildup`, `tempera-precise`, `mixed-media-linear`
+
+**Pose Flags:** `hieratic-formal`, `erotic-tension`, `cultural-traditional`
+
+**Canvas Control Flag:** `adaptive-extend` or `source-respect`
+
+**Media Hybrid Flag:** N/A (traditional painting only)
+
+**Material Physics Authority:** Mischtechnik technique - egg tempera underpainting establishing volume/form, followed by oil paints mixed with resin applied in transparent glazes. Months to years per painting, honey-based watercolors for exceptional color depth.
+
+**Period Production Authenticity:** 1960s-1970s visionary art methods, Ernst Fuchs Vienna School training, Salvador Dalí spiritual influence, Northern Renaissance techniques revived.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) - ignore source image dimensions completely.
+
+Redraw subject in **Mati Klarwein's psychedelic surrealist painting style** for **vinyl LP album cover (12" × 12")**.
+
+Identity via **mythologized symbolic integration** - subject becomes fertility goddess, mystical figure, or cosmic being within complex visionary landscape. Subject faithfully rendered but **symbolically transformed** through psychedelic religious/erotic/mythological context.
+
+**IP Safeguard Declaration:** Create original visionary compositions avoiding reproduction of specific Klarwein paintings while maintaining Mischtechnik technique and psychedelic mysticism.
+
+**Face-Treatment Flag:** `oil-fat-over-lean` with `glazing-layers-buildup`
+
+**Pose Flag:** `hieratic-formal` or `erotic-tension` (mythological positioning)
+
+**Canvas Control Flag:** `adaptive-extend` (organic psychedelic elements extend naturally)
+
+**Style Dominance:** Visionary mysticism and technical painting mastery override photographic realism.
+
+**Mode Selector:** Album cover (vinyl LP format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend (subject integrated into cosmic psychedelic landscape)
+- **Spatial Allocation:** Subject as mystical figure (30-50%), surrounding cosmic/psychedelic environment (40-60%), symbolic details and micro-narratives (20-30%)
+- **Background Treatment:** Multi-plane surrealist compositions - ocean merging into sky, faces blending into landscapes, impossible color transitions
+- **Format Justification:** Square format enables mandala-like compositions, centered mystical figures, radial psychedelic patterns
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Surrealism (Dalí, Tanguy), Symbolism, Afro-Caribbean mysticism, Middle Eastern ornament, tantric art, religious iconography (Christian, Hindu, African).
+
+**Medium/Production Method:** Mischtechnik - labor-intensive Northern Renaissance technique revived by Ernst Fuchs. Egg tempera underpainting (pigments mixed with egg yolk) establishes volume and form through careful value modeling. Oil paints mixed with dammar resin applied in transparent glazes over tempera base, building luminosity through multiple layers. Individual paintings require months to years ("Grain of Sand" took 3 years). Working method: listen to music first (Miles Davis recordings), then create artwork using inspired motifs.
+
+**Thematic Purpose:** Embody spiritual/psychedelic energy of jazz and rock, create cosmic mythological narratives, synthesize global spiritual traditions, celebrate erotic/sacred unity.
+
+**Hallmark Motifs:**
+
+1. **Fertility goddesses** (nude mystical females, erotic positioning)
+2. **Cosmic landscapes** (sun/ocean fusion, impossible horizons)
+3. **Religious synthesis** (Christian, African, Hindu imagery combined)
+4. **Microscopic detail** (tiny narrative scenes within larger composition)
+5. **Symbolic animals** (serpents, birds, mythological creatures)
+
+**Period Framing:** 1961-1978 peak psychedelic era visionary painting.
+
+**Tone Tag:** Visionary, sensual, ecstatic, mystical, cosmically optimistic.
+
+**Production Era Authenticity:** Traditional Renaissance painting techniques requiring months of layer buildup, no modern shortcuts or digital enhancement.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Underpainting:** Egg tempera establishing complete tonal structure - careful value modeling creating three-dimensional form through transparent pigment layers.
+
+**Glazing layers:** Oil paint mixed with dammar resin applied in 10-30 transparent layers, each modifying underlying color. Luminosity achieved through light penetrating multiple translucent layers and reflecting back from white gesso ground.
+
+**Color depth:** Honey-based watercolors and high-quality oil pigments creating exceptional saturation. Colors appear to glow from within through glazing technique.
+
+**Detail density:** Microscopic scenes embedded within larger narrative - every square inch contains multiple layers of symbolic detail requiring magnification to appreciate fully.
+
+**Surface quality:** Smooth oil paint surface with subtle texture from brush application, no impasto or heavy texture. Luminous quality from multiple transparent layers.
+
+**Pose Anchors:** Subjects positioned hieratically (formal sacred positioning) or in erotic tension - reclining nudes, dancing figures, mystical embraces. Cultural traditions respected (Hindu mudras, African ritual poses).
+
+**Scale Hierarchy Anchor:** Central figures dominate (40-60%), surrounded by cosmic landscape (30-50%), microscopic narrative details (10-20%).
+
+**Material Authenticity Anchor:** Authentic egg tempera/oil glazing technique creating characteristic luminosity impossible with other methods. Surface appears to glow from within.
+
+**Period Consistency Anchor:** Renaissance painting techniques applied to psychedelic subject matter - technical mastery serving visionary content.
+
+**Production Method Anchor:** Paintings photographed for album reproduction, offset lithography struggling to capture tempera/oil luminosity. Requires careful color separation with 6-8 plates attempting to approximate glowing quality.
+
+**Canvas Adaptation Anchor:** Square format enables mandala-like radial compositions, centered mystical figures, cosmic environments extending to all edges.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Mythological nudity:** Stylized fertility goddess presentations
+- **Ritual garments:** Ornamental fabrics, beads, jewelry from multiple traditions
+- **Cultural synthesis:** African, Hindu, Middle Eastern costume elements combined
+
+**Fabric Behavior:** Ornate detailed rendering - silk draping, bead textures, metallic jewelry, transparent veils painted with microscopic precision.
+
+**Accessory Caps:** Elaborate 3-4 (ritual jewelry, crowns, symbolic objects, mythological attributes)
+
+**Color Palette:** Saturated jewel tones - emerald greens, sapphire blues, ruby reds, golden yellows. Psychedelic color relationships transcending naturalism.
+
+**Props (YAML Pool):**
+
+```yaml
+mati_klarwein_props:
+  cosmic_elements:
+    - celestial_bodies: [suns, moons, stars, cosmic_eyes]
+    - landscape_fusion: [ocean_sky_merge, mountain_clouds, impossible_horizons]
+  symbolic_figures:
+    - fertility_goddesses: [nude_mystical_females, erotic_poses, sacred_sexuality]
+    - mythological_beings: [serpents, birds, hybrid_creatures]
+  religious_synthesis:
+    - christian_elements: [crosses, halos, saints, biblical_scenes]
+    - hindu_imagery: [multi_armed_deities, lotus_flowers, tantric_symbols]
+    - african_motifs: [masks, ritual_objects, tribal_patterns]
+  microscopic_details:
+    - tiny_narratives: [miniature_scenes, embedded_stories, symbolic_vignettes]
+    - organic_patterns: [cellular_structures, molecular_forms, biological_detail]
+```
+
+**Coherence Filter:** All elements support cosmic mystical narrative. Default = fertility goddess in psychedelic landscape with religious symbolism.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "photographic realism"
+- "digital painting"
+- "flat graphic design"
+- "minimalist composition"
+- "muted colors"
+- "modern cynicism"
+- "literal representation"
+- "quick execution"
+- "single cultural reference"
+- "decorative superficiality"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "Mischtechnik egg tempera base"
+- "oil glazing transparent layers"
+- "luminous color depth"
+- "microscopic detail density"
+- "cosmic landscape fusion"
+- "religious symbol synthesis"
+- "erotic mystical positioning"
+- "psychedelic color relationships"
+- "visionary spiritual content"
+
+**Vocabulary Warnings:** Avoid "simple," "quick," "minimal," "realistic," "literal." Embrace "visionary," "luminous," "mystical," "cosmic," "symbolic."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Mandala-like radial organization
+- Centered mystical figure
+- Cosmic environments extending to all edges
+- Multi-plane surrealist depth
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Multiple simultaneous viewpoints, impossible spatial relationships
+- **Figure:Ground:** 50:50 ratio (figure and environment equally important)
+- **Density:** Maximum (every area contains multiple layers of symbolic detail)
+- **Lighting Logic:** Impossible cosmic illumination - multiple light sources, glowing forms
+- **Detail:Negative Space:** 90:10 ratio (horror vacui, minimal voids)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, offset lithography attempting to reproduce oil/tempera luminosity, 6-8 color separation plates for depth approximation.
+
+**Frame/Band Anchor:** OMIT decorative frames. Cosmic landscape extends to edges or fades into atmospheric boundaries.
+
+**Production Context Anchor:** Offset lithography from photographed paintings, multiple color plates attempting to capture glazing luminosity, careful registration preserving microscopic details.
+
+**Ratio Enforcement Anchor:** Square format perfect for mandala compositions, radial mystical arrangements, centered cosmic narratives.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** MINIMAL (typography secondary to visionary painting)
+
+**Ratio-Appropriate Zones:**
+
+- Small corner placement when present
+- Bottom edge minimal text
+- Typography subordinate to mystical imagery
+- Often completely absent from front
+
+**Copy Limits:**
+
+- Artist/album name minimal (3-6 words maximum)
+- Typography occupies less than 10% of composition
+- Text placement respects cosmic narrative
+
+**Period-Appropriate Typography:**
+
+- **Classical serifs:** Garamond, Bodoni for timeless quality
+- **Ornamental:** Art Nouveau-influenced lettering when present
+- **Minimal integration:** Typography never competes with painting
+
+**Font Recommendations:**
+
+- **Google Font:** Cormorant Garamond or Cinzel (75% match for classical elegance)
+- **Better Match:** Garamond, Bodoni, classical serif families
+
+**Format-Specific Rules (Album Cover):**
+
+- Front cover often painting-only
+- Typography relegated to back cover or small corner
+- Text never interrupts mystical narrative
+- Classical font choices matching spiritual/timeless content
+
+**Historical Accuracy:** Typography minimal and classical, respecting painting as primary element. Often hand-lettered in decorative styles when present.
+
+**Production Method Integration:** Typography printed as separate layer in offset lithography, typically single color (black or gold), never interfering with painting reproduction.
+
+---
diff --git a/styles/record_covers/peter_blake_pop_collage.md b/styles/record_covers/peter_blake_pop_collage.md
new file mode 100644
index 0000000..7c60c10
--- /dev/null
+++ b/styles/record_covers/peter_blake_pop_collage.md
@@ -0,0 +1,264 @@
+---
+id: peter_blake_pop_collage
+group: Record Covers
+movement: British Pop Collage Tableau
+artist: Peter Blake
+display_name: Peter Blake — British Pop Collage Tableau
+style_scope: single-artist
+ratios:
+  - '1:1'
+ratios_status: provisional
+ratios_notes: >
+  Blake’s assemblages were engineered for 12-inch sleeves; collage elements
+  should still resolve inside a square face.
+modes:
+  - Pop Collage
+  - Group Portrait
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Peter Blake arranges pop-culture ephemera into stage-like tableaux, blending
+  cut-paper collage, painted figures, and hand lettering. Think Sgt. Pepper’s
+  crowd scenes and fairground nostalgia, but redrawn with new icons and British
+  wit. MuseoMorph keeps that meticulous cut-and-paste theatre while supplying
+  wholly original characters and memorabilia.
+hero_image: null
+---
+
+
+# Peter Blake — British Pop Collage Tableau
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `halftone-newsprint`, `offset-dot`, `contact-print-scale`, `cutout-montage`
+
+**Pose Flags:** `frontal-rigid`, `power-stance`, `hieratic-formal`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Media Hybrid Flag:** `cutout-montage` (photographic collage assembly)
+
+**Material Physics Authority:** Cut-out photographic collage on hardboard backing, life-size figure enlargements from library archives, assembled tableau photographed with medium format camera, offset lithography reproduction with period halftone characteristics.
+
+**Period Production Authenticity:** 1960s British Pop Art collage methods, photographic enlargements from news archives, physical assembly and staging, Sinar 5×4" technical camera documentation.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) - ignore source image dimensions completely.
+
+Redraw subject in **Peter Blake's 1960s Pop-Collage tableau style (Sgt. Pepper era)** for **vinyl LP album cover (12" × 12")**.
+
+Identity via **central figure in candy-colored band uniform** positioned slightly forward in crowded celebratory tableau. Subject appears as **only slightly larger than surrounding figures in first row** - stepped one tiny step forward rather than dramatically oversized. Subject integrated into staged group-photograph arrangement.
+
+**IP Safeguard Declaration:** Create original pop collage celebrations avoiding Beatles iconography while maintaining festive tableau assembly, diverse figure cutouts, and period-authentic staging methods.
+
+**Face-Treatment Flag:** `halftone-newsprint` with `cutout-montage` characteristics
+
+**Pose Flag:** `frontal-rigid` (formal posed positioning)
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Style Dominance:** Collage density and festive celebration override individual portraiture.
+
+**Mode Selector:** Album cover (vinyl LP format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe (densely packed collage fills entire square)
+- **Spatial Allocation:** Subject in front center (20-25% of composition), surrounded by rows of cutout figures (60-70%), props and decorative elements (10-15%)
+- **Background Treatment:** Flat poster-color backdrop (blue, red, or yellow solid field) OR simple painted scenic elements
+- **Format Justification:** Square format enables symmetrical crowd arrangement, hierarchical staging from front to back rows
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** British Pop Art, advertising posters, scrapbook collage, Edwardian group photography, music hall entertainment.
+
+**Medium/Production Method:** Physical collage assembly - photographic cutouts sourced from BBC Radio Times Hulton Picture Library and news archives, enlarged to life-size on 20×16" paper, mounted on hardboard backing. Assembled tableau photographed with Sinar 5×4" technical camera positioned on elevated platform for proper perspective. Total assembly time 8 days, photography session 3 hours, production cost £3,000 (1967, equivalent to £49,000+ today).
+
+**Thematic Purpose:** Festive celebratory packaging, ironic commentary on celebrity culture, playful kitsch aesthetic, democratization of high/low culture.
+
+**Hallmark Motifs:**
+
+1. **Crowded figure arrangements** (60-80 cutout personalities)
+2. **Candy-colored military uniforms** with medals and decorative elements
+3. **Eclectic celebrity mix** (from different eras, varying photographic quality)
+4. **Floral arrangements** framing bottom edge, spelling band names
+5. **Bold emblems** on drumheads or banners with playful lettering
+
+**Period Framing:** 1960s British Pop Art peak, psychedelic era visual maximalism.
+
+**Tone Tag:** Festive, ironic, playful, celebratory, kitsch, democratically inclusive.
+
+**Production Era Authenticity:** Physical collage assembly requiring extensive research, permissions, photographic enlargements, careful construction. Michael Cooper photography using period-appropriate medium format equipment and studio lighting.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Photography specifications:** Sinar 5×4" technical camera with Carl Zeiss lenses, positioned on table-mounted stool for elevated perspective. Studio lighting with multiple tungsten floods creating even illumination across tableau.
+
+**Collage construction:** Photographic prints from various sources creating tonal/quality variations - some high-contrast newsprint halftones, others smooth photographic prints. Deliberate variation in resolution and contrast between figures from different source materials.
+
+**Color treatment:** Subject in candy colors (bright reds, blues, yellows, golds). Background figures retain original black/white or sepia tones from archival sources. Flat poster-paint backdrop (blue #4169E1, red #DC143C, or yellow #FFD700).
+
+**Texture:** Matte photographic prints creating slight dimensional variation, hardboard backing providing rigid support, assembled elements photographed to flatten into single composition.
+
+**Detail hierarchy:** Front row figures (including subject) sharper and higher contrast. Second/third row figures vary in photographic quality - some grainy newsprint, others clearer studio portraits. Deliberate textural variety from mixed source materials.
+
+**Pose Anchors:** Subject positioned frontally, 0° head tilt, symmetrical stance, slight step forward from first row. Surrounding figures also frontal, formal posed expressions, 1960s attire and styling.
+
+**Scale Hierarchy Anchor:** Subject only 105-110% size of front row figures (subtle prominence, not dominant). Second row 90-95% scale, third row 80-85% scale creating depth through size graduation.
+
+**Material Authenticity Anchor:** Authentic halftone patterns from newspaper sources, photographic grain variations between figures, matte paper surface texture, slight dimensional relief from layered construction.
+
+**Period Consistency Anchor:** All source photographs pre-1967, styling and fashion authentic to various eras. Mixed photographic quality reflecting archive limitations - some pristine studio portraits, others degraded newsprint reproductions.
+
+**Production Method Anchor:** Original assembly photographed as single image, then reproduced via offset lithography. Halftone screening 133-150 LPI attempting to preserve detail variations between collaged elements.
+
+**Canvas Adaptation Anchor:** Square format enables symmetrical crowd staging, hierarchical front-to-back arrangement, centered subject position with balanced surrounding elements.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Subject/Band:** Candy-colored military-style uniforms with medals, decorative braiding, Edwardian/psychedelic hybrid styling
+- **Cutout figures:** Period-appropriate attire from various decades (Victorian, 1920s, 1940s, 1960s), formal wear, entertainment costumes
+- **Mix of eras:** Deliberate anachronism creating surreal temporal collage
+
+**Fabric Behavior:** Subject's uniform shows theatrical satin sheen, decorative details. Cutout figures retain original photographic characteristics from source materials.
+
+**Accessory Caps:** Elaborate 3-4 (medals, instruments, hats, props creating busy festive atmosphere)
+
+**Color Palette:** Subject in vibrant candy colors contrasting with predominantly black/white/sepia archival cutouts. Selective color on key decorative elements.
+
+**Props (YAML Pool):**
+
+```yaml
+peter_blake_collage_props:
+  celebratory_elements:
+    - uniforms: [candy_colored_military, psychedelic_Edwardian, decorated_band_outfits]
+    - decorations: [medals, braiding, epaulettes, ceremonial_sashes]
+    - instruments: [drum_with_emblem, brass_instruments, guitars]
+  cutout_figures:
+    - celebrity_types: [musicians, actors, cultural_icons, historical_figures]
+    - era_mix: [Victorian_formal, 1920s_stars, 1940s_heroes, 1960s_personalities]
+    - photo_quality: [sharp_studio_portraits, grainy_newsprint, vintage_postcards]
+  festive_props:
+    - floral: [arranged_flowers, spelling_arrangements, botanical_frames]
+    - emblems: [drumhead_designs, banner_logos, circular_crests]
+    - kitsch_objects: [wax_figures, cardboard_cutouts, toy_elements]
+```
+
+**Coherence Filter:** All elements support festive celebratory tableau. Default = candy-colored uniformed subject with diverse celebrity cutouts.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "minimalist composition"
+- "empty negative space"
+- "subtle muted colors"
+- "single figure portrait"
+- "photographic realism"
+- "digital compositing"
+- "modern celebrity references"
+- "clean backgrounds"
+- "sparse arrangement"
+- "contemporary fashion"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "densely packed collage tableau"
+- "candy-colored band uniforms"
+- "archival photograph cutouts"
+- "halftone newsprint texture variations"
+- "Sinar 5×4 camera perspective"
+- "1960s period authenticity"
+- "festive celebratory staging"
+- "mixed photographic quality sources"
+- "physical collage assembly aesthetic"
+
+**Vocabulary Warnings:** Avoid "minimal," "sparse," "subtle," "refined," "clean." Embrace "festive," "crowded," "celebratory," "kitsch," "eclectic."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Symmetrical crowd arrangement
+- Hierarchical staging (front row → back rows)
+- Subject centered with slight forward prominence
+- Dense packing fills entire frame
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Grid/Symmetry:** Symmetrical bilateral arrangement, centered subject
+- **Figure:Ground:** 90:10 ratio (figures dominate, minimal background visible)
+- **Density:** Maximum (60-80 figures crowded into composition)
+- **Lighting Logic:** Even studio illumination creating flat, democratized lighting
+- **Detail:Negative Space:** 95:5 ratio (minimal voids, festive horror vacui)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, offset lithography reproducing photographed collage assembly, coated stock for photographic reproduction.
+
+**Frame/Band Anchor:** OMIT decorative frames. Composition extends to edges, occasional floral elements may frame bottom organically.
+
+**Production Context Anchor:** Photographed collage assembly reproduced via offset lithography, halftone screening 133-150 LPI, color separation attempting to preserve mixed-source texture variations.
+
+**Ratio Enforcement Anchor:** Square format enables symmetrical crowd staging, hierarchical depth through size graduation front-to-back.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ALLOW (integrated as emblem/logo element)
+
+**Ratio-Appropriate Zones:**
+
+- Bold sans-serif lettering on drumhead or banner (center composition)
+- Floral arrangements spelling band name (bottom edge)
+- Circular emblem format for primary text
+
+**Copy Limits:**
+
+- Band name as central emblem (1-3 words)
+- Album title minimal or absent
+- Text integrated as physical prop within tableau
+
+**Period-Appropriate Typography:**
+
+- **Hand-painted lettering** on drumheads/banners
+- **Bold sans-serif** (Futura Bold, Franklin Gothic) for emblems
+- **Playful custom lettering** with 1960s psychedelic influence
+
+**Font Recommendations:**
+
+- **Google Font:** Fredoka One or Lobster Two (70% match for playful hand-painted)
+- **Better Match:** Custom hand-painted lettering, sign-painter style
+
+**Format-Specific Rules (Album Cover):**
+
+- Front cover: Typography as integrated emblem/prop element
+- Drumhead design contains band name/logo
+- Floral spelling optional secondary text
+- Typography subordinate to celebratory tableau
+
+**Historical Accuracy:** Hand-painted signage and drumhead designs typical of 1960s band merchandise, integrated as physical props within staged collage.
+
+**Production Method Integration:** Typography painted/printed on physical props (drumheads, banners) visible within photographed assembly, reproduced through offset lithography as part of unified composition.
+
+---
diff --git a/styles/record_covers/peter_saville_factory_minimalism.md b/styles/record_covers/peter_saville_factory_minimalism.md
new file mode 100644
index 0000000..56a3b2d
--- /dev/null
+++ b/styles/record_covers/peter_saville_factory_minimalism.md
@@ -0,0 +1,259 @@
+---
+id: peter_saville_factory_minimalism
+group: Record Covers
+movement: Factory Records Minimalist Modernism
+artist: Peter Saville
+display_name: Peter Saville — Factory Records Minimalist Modernism
+style_scope: single-artist
+ratios:
+  - '1:1'
+ratios_status: provisional
+ratios_notes: >
+  Factory sleeves are 12-inch squares; keep the strict 1:1 vinyl frame no matter
+  the source.
+modes:
+  - Minimalist Album
+  - Data Abstraction
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Peter Saville turned Factory Records covers into conceptual riddles built from
+  grids, catalog numbers, and scientific diagrams. His sleeves celebrate
+  clinical restraint—matte stock, cold palettes, and disciplined type.
+  MuseoMorph honors that intellectual minimalism while inventing new data sets
+  and keeping labels free of real catalog codes.
+hero_image: null
+---
+
+
+# Peter Saville — Factory Records Minimalist Modernism
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `offset-dot`, `halftone-dot`, `lithographic-psychological`, `vector-crisp`
+
+**Pose Flags:** `frontal-rigid`, `geometric-faceted`, `psychological-tension`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Media Hybrid Flag:** `vector-screenprint` (when combining photography with geometric elements)
+
+**Material Physics Authority:** Offset lithography printing process with precise color separation, textured cardstock substrates, thermographic embossing at 900-1300°F for special editions.
+
+**Period Production Authenticity:** 1979-1990 post-punk/new wave era printing methods including PMT camera work, Letraset typography, hot-metal typesetting transitions, color coding systems.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) - ignore source image dimensions completely.
+
+Redraw subject in **Peter Saville's Factory Records minimalist modernist style** for **vinyl LP album cover (12" × 12")**.
+
+Identity via **geometric reduction, scientific data visualization, or complete abstraction** rather than portraiture. Subject may be entirely absent, replaced by mathematical systems, appropriated classical imagery, or typographic arrangements.
+
+**IP Safeguard Declaration:** Create original geometric/scientific visualizations or appropriate classical artwork in public domain, avoiding Factory Records' specific catalog designs while maintaining stylistic authenticity.
+
+**Face-Treatment Flag:** `offset-dot` or `vector-crisp` (depending on photographic vs. graphic approach)
+
+**Pose Flag:** `frontal-rigid` (if human figure included) or `geometric-faceted` (abstraction)
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Style Dominance:** Modernist grid systems and mathematical precision override any decorative or expressive elements.
+
+**Mode Selector:** Album cover (vinyl LP format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover/vinyl LP standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely (Saville often omitted conventional subject matter)
+- **Spatial Allocation:** Central geometric focal point OR asymmetric grid division OR complete text-based composition
+- **Background Treatment:** Solid matte color fields (beige, grey, black, white) OR minimal gradient transitions OR appropriated classical painting reproduction
+- **Format Justification:** Square format enables perfect mathematical divisions, radial symmetry, and modular color coding systems essential to Factory aesthetic
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Swiss International Style (Josef Müller-Brockmann), Jan Tschichold's "New Typography," Bauhaus geometric principles, minimalist conceptual art, scientific data visualization.
+
+**Medium/Production Method:** Offset lithography on textured cardstock with precise CMYK color separation. Advanced techniques include thermographic printing (900-1300°F embossing), PMT camera reproduction for photographic elements, modular color coding systems. Late Factory period incorporated early digital typesetting (1985+).
+
+**Thematic Purpose:** Intellectual detachment, scientific objectivity, anti-rock-star aesthetic, enigmatic conceptual packaging that refuses conventional music industry marketing.
+
+**Hallmark Motifs:**
+
+1. **Scientific diagrams** (pulsar charts, astronomical data, wave patterns)
+2. **Appropriated classical art** (Renaissance paintings, 19th-century still lifes)
+3. **Mathematical color systems** (modular alphabets, coded progressions)
+4. **Extreme minimalism** (single centered images, vast negative space)
+5. **Typography as primary element** (often omitting band names, using abstract number systems)
+
+**Period Framing:** 1979-1990 Factory Records era, post-punk/new wave aesthetic rebellion against prog rock excess.
+
+**Tone Tag:** Clinical, intellectual, enigmatic, austere, conceptually rigorous.
+
+**Production Era Authenticity:** Standard offset lithography (1979-1984), thermographic embossing for special releases, transition to early digital pre-press (1985+) while maintaining analog aesthetic. PMT camera work for photographic integration.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Line work:** Precise geometric division using ruler-straight edges, no organic or hand-drawn elements. Scientific diagrams rendered with technical precision (80 consecutive pulsar wave lines at exact intervals).
+
+**Color:** Restricted palettes of 2-4 colors maximum. Muted modernist tones (beige #F5F5DC, cool grey #808080, black #000000, white #FFFFFF) with occasional single accent (reflex blue, process cyan). Mathematical color progressions for coding systems.
+
+**Texture:** Flat matte offset lithography on textured cardstock. NO glossy finishes. Thermographic embossing creates 0.5-1mm raised surface on select elements.
+
+**Edge Treatment:** Sharp vector precision for geometric elements. Appropriated imagery maintains original painting texture through careful halftone screening.
+
+**Detail Hierarchy:** Extreme restraint - single central element occupying 15-40% of canvas, surrounded by vast negative space. Typography minimal, often 8-12pt size.
+
+**Pose Anchors:** When human figures included (rare), frontal rigid positioning, 0° head tilt, symmetrical weight distribution.
+
+**Scale Hierarchy Anchor:** Mathematical proportions based on golden ratio or modular grid systems. Text size deliberately small (body text 8-10pt, titles 14-18pt maximum).
+
+**Material Authenticity Anchor:** Authentic offset lithography halftone patterns (133-150 LPI screen frequency), visible dot structure on close inspection. Cardstock texture (280-350gsm weight) affects ink absorption creating characteristic matte surface.
+
+**Period Consistency Anchor:** Pre-digital production methods (1979-1984) include PMT camera stats, hand-cut Letraset, photographic color separation. Post-1985 early digital maintains analog aesthetic through careful screening.
+
+**Production Method Anchor:** Standard 4-color offset printing with precise registration (±0.5mm tolerance). Special techniques: thermographic powder embossing, spot varnish refusal (maintaining matte surfaces), debossing for Factory catalog numbers.
+
+**Canvas Adaptation Anchor:** Square format enables radial symmetry, perfect quadrant division, centered single-point focus that Saville exploited for maximum impact.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:** NOT APPLICABLE - Saville typically avoided portraiture. When human figures appear, they're appropriated from classical paintings maintaining period costume (Victorian, Renaissance, 19th-century formal wear).
+
+**Fabric Behavior:** NOT APPLICABLE to Saville's typical work.
+
+**Accessory Caps:** Minimalist 0-1 (if any figures included)
+
+**Color Palette:** Monochromatic or severely restricted (2-3 colors maximum from muted modernist palette).
+
+**Props (YAML Pool):**
+
+```yaml
+saville_minimal_props:
+  abstract_elements:
+    - geometric_shape: [circle, square, triangle, grid]
+    - scientific_diagram: [wave_pattern, astronomical_chart, molecular_structure]
+    - color_code_system: [modular_alphabet, numerical_progression]
+  appropriated_classical:
+    - renaissance_painting: [still_life, portrait_fragment]
+    - 19th_century_art: [flowers, formal_portraits]
+  typography_systems:
+    - factory_catalog: [FAC_numbers, modular_codes]
+    - minimal_text: [single_word, numerical_sequence]
+```
+
+**Coherence Filter:** All elements must serve conceptual framework. Default = completely clean geometric composition.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio"
+- "source dimensions"
+- "decorative borders or frames"
+- "ornamental elements"
+- "expressive brushwork"
+- "organic textures"
+- "warm emotional tones"
+- "conventional band photography"
+- "glossy magazine finish"
+- "modern digital gradients"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "recomposed for vinyl LP format"
+- "offset lithography halftone dots 133-150 LPI"
+- "matte textured cardstock substrate"
+- "mathematical grid precision"
+- "Swiss International Style typography"
+- "extreme negative space 60-85%"
+- "modular color coding system"
+- "scientific diagram accuracy"
+- "enigmatic conceptual framework"
+
+**Vocabulary Warnings:** Avoid "ornate," "decorative," "expressive," "emotional," "warm," "inviting." Embrace "clinical," "austere," "mathematical," "enigmatic," "minimal."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Central balance with single focal point OR asymmetric quadrant division
+- Radial composition for circular elements
+- Equal weight distribution through mathematical systems
+- Vast negative space (60-85% of canvas)
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Grid/Symmetry:** Modular grid systems based on golden ratio or simple geometric divisions
+- **Figure:Ground:** Extreme ratio favoring ground (background 60-85%, subject 15-40%)
+- **Density:** Minimal (single central element surrounded by void)
+- **Lighting Logic:** Flat, even illumination with no dramatic shadows (except when appropriating classical paintings with existing chiaroscuro)
+- **Detail:Negative Space:** 15:85 ratio typical
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, matte offset lithography on textured cardstock (280-350gsm), 12" × 12" format.
+
+**Frame/Band Anchor:** OMIT entirely - no decorative frames, borders only if part of geometric grid system.
+
+**Production Context Anchor:** Offset lithography with precise CMYK separation, PMT camera stats for photographic elements, thermographic embossing for special editions, early digital pre-press (post-1985) maintaining analog aesthetic.
+
+**Ratio Enforcement Anchor:** Perfect square composition enabling mathematical precision, radial symmetry, modular grid divisions essential to Factory Records visual language.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ALLOW (typography often primary or sole element)
+
+**Ratio-Appropriate Zones:**
+
+- Bottom third alignment for Factory catalog numbers (FAC XXX format)
+- Asymmetric placement following grid systems
+- Complete omission of band names/titles (enigmatic approach)
+- Color-coded alphabets spelling catalog information
+
+**Copy Limits:**
+
+- Maximum 3-6 words total (often just catalog number)
+- Single line preferred
+- Modular color alphabet systems (non-verbal communication)
+
+**Period-Appropriate Typography:**
+
+- **Primary fonts:** Helvetica, Univers, Futura (Swiss modernist sans-serifs)
+- **Special cases:** Baskerville, Bodoni (classical serifs for appropriated imagery)
+- **Size range:** Body text 8-10pt, titles 14-18pt maximum (deliberately understated)
+
+**Font Recommendations:**
+
+- **Google Font:** Work Sans (85% match for Helvetica)
+- **Better Match:** Helvetica Neue, Univers, Akzidenz-Grotesk
+
+**Format-Specific Rules (Album Cover):**
+
+- Factory catalog number essential (bottom alignment, 8-10pt)
+- Band name often omitted entirely (enigmatic packaging)
+- Album title rarely included on front cover
+- Back cover contains minimal track listing in systematic grid
+
+**Historical Accuracy:** Pre-1985 used Letraset dry transfer lettering, phototypesetting. Post-1985 early digital typesetting (Macintosh) while maintaining analog aesthetic precision.
+
+**Production Method Integration:** Typography rendered with offset lithography precision, potential thermographic embossing for catalog numbers, perfect registration within ±0.5mm tolerance.
+
+---
diff --git a/styles/record_covers/raymond_pettibon_punk_brutalism.md b/styles/record_covers/raymond_pettibon_punk_brutalism.md
new file mode 100644
index 0000000..249ae51
--- /dev/null
+++ b/styles/record_covers/raymond_pettibon_punk_brutalism.md
@@ -0,0 +1,264 @@
+---
+id: raymond_pettibon_punk_brutalism
+group: Record Covers
+movement: Punk Comic Brutalism
+artist: Raymond Pettibon
+display_name: Raymond Pettibon — Punk Comic Book Brutalism
+style_scope: single-artist
+ratios:
+  - '1:1'
+ratios_status: provisional
+ratios_notes: >
+  Pettibon’s SST sleeves live on 12-inch squares (and 7-inch singles share the
+  same 1:1), so keep the raw ink boxed in.
+modes:
+  - Punk Panel
+  - Ink Manifesto
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Raymond Pettibon wields crow-quill ink like a weapon—scratchy brush lines,
+  speech balloons dripping with irony, and black humor aimed at the American
+  psyche. His art looks Xeroxed yet deeply felt. MuseoMorph continues that punk
+  zine brutality while scripting new captions and characters.
+hero_image: null
+---
+
+
+# Raymond Pettibon — Punk Comic Book Brutalism
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `pen-crosshatch`, `brush-wash`, `xerox-reproduction`, `linear-anatomical-destruction`
+
+**Pose Flags:** `contorted-psychological`, `aesthetic-rebellion-required`, `comfort-violation-authorized`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Media Hybrid Flag:** N/A (India ink only)
+
+**Material Physics Authority:** India ink on paper with traditional brush application, economy of means technique emphasizing transparent process, xerox reproduction for mass distribution, crude offset lithography from ink originals.
+
+**Period Production Authenticity:** 1980s SST Records/Black Flag era, underground comix influence, lo-fi reproduction embraced as authentic punk aesthetic.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) OR **7:7** (vinyl single) - ignore source image dimensions completely.
+
+Redraw subject in **Raymond Pettibon's punk brush-and-ink caricature style** for **SST Records album cover**.
+
+**MANDATORY DISTORTION:** Subject face must never remain intact. Eyes, mouth, or forehead must be partially obscured, warped, or overwritten with text, ink splatters, or heavy shadows. Expression hostile, sneering, unnerving - **absolutely no smiles**.
+
+Identity recognizable only enough to identify, but **distorted, hostile, and defaced** through crude ink work, aggressive cross-hatching, deliberate uglification.
+
+**IP Safeguard Declaration:** Create original punk confrontations avoiding reproduction of specific Black Flag/SST imagery while maintaining hostile ink aesthetic and text-overlay methodology.
+
+**Face-Treatment Flag:** `pen-crosshatch` with `linear-anatomical-destruction`
+
+**Pose Flag:** `contorted-psychological` with `comfort-violation-authorized`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Style Dominance:** Hostile ink distortion and text assault override aesthetic appeal.
+
+**Mode Selector:** Album cover (vinyl LP or single format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe (aggressive cropping, hostile framing)
+- **Spatial Allocation:** Distorted portrait (40-60%), aggressive text overlays (30-50%), ink splatter and scribbles (20-30%)
+- **Background Treatment:** Stark white or flat single-color fields layered with scrawled doodles and splatters
+- **Format Justification:** Square format enables centered assault target, text cutting across all angles, balanced confrontational composition
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Underground comix (R. Crumb, S. Clay Wilson), LA punk flyers, Black Flag/SST Records aesthetic, political cartooning, horror comic book brutality.
+
+**Medium/Production Method:** India ink with brush creating thick scratchy strokes, jagged cross-hatching, uneven outlines. Economy of means - transparent technique without calling attention to method ("I'm not interested in virtuosity"). Xerox reproduction creating characteristic grain and contrast blow-out. Text integration through scratchy hand-lettering cutting across imagery.
+
+**Thematic Purpose:** Anarchic satire, blunt social commentary, punk agitprop, aesthetic assault on conventional beauty, confrontational visual violence.
+
+**Hallmark Motifs:**
+
+1. **Hostile expressions** (sneering, aggressive, psychologically disturbed)
+2. **Warped anatomy** (distorted features, exaggerated ugliness)
+3. **Text assault** (words cutting through faces, aggressive messaging)
+4. **Ink violence** (splatters, scratches, brutal mark-making)
+5. **Deliberate uglification** (anti-beauty aesthetic mandate)
+
+**Period Framing:** 1980s hardcore punk/SST Records era, peak underground comix influence.
+
+**Tone Tag:** Hostile, confrontational, satirical, psychologically disturbing, aggressively crude.
+
+**Production Era Authenticity:** DIY punk reproduction - xerox grain embraced, crude offset printing, lo-fi aesthetic as political statement.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Brush technique:** Thick scratchy India ink strokes, irregular line weight, deliberate crudeness. No smooth vector precision - embrace wobbling hand-drawn brutality.
+
+**Cross-hatching:** Jagged aggressive hatching creating blocky shadows. Uneven spacing, violent directional changes, crude shading technique.
+
+**Line quality:** Thick outlines with bleeding edges, broken contours, scratchy texture. Brush occasionally running dry creating spattered marks.
+
+**Color:** Primarily black/white. Occasional flat blotches of misregistered red, yellow, or blue when color used. No gradients or subtle toning.
+
+**Texture:** Xerox grain, ink bleed, paper texture visible. Deliberate messy scribbles, splatter marks, random scratches.
+
+**Distortion requirements:** Eyes warped or obscured by shadows, mouth twisted into hostile sneer, forehead cut by text overlays. Features deliberately uglified - no conventional attractiveness permitted.
+
+**Expression mandate:** Hostile, sneering, unnerving, psychologically disturbed. **Absolutely no smiles or pleasant expressions.**
+
+**Pose Anchors:** Contorted positioning suggesting psychological disturbance, aggressive forward lean, confrontational body language when visible.
+
+**Scale Hierarchy Anchor:** Face dominates (50-70%), text overlays aggressive (30-50%), background minimal stark field (10-20%).
+
+**Material Authenticity Anchor:** Authentic India ink bleeding and pooling characteristics, brush stroke variations, paper texture affecting ink absorption, xerox reproduction grain.
+
+**Period Consistency Anchor:** 1980s punk production limitations - crude offset printing, xerox masters, lo-fi reproduction embraced as authentic.
+
+**Production Method Anchor:** Xerox reproduction from ink originals OR crude offset lithography creating characteristic grain, contrast blow-out, edge bleeding.
+
+**Canvas Adaptation Anchor:** Square format enables centered hostile portrait, text cutting diagonally across all angles, balanced confrontational assault.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Punk regalia:** Leather jackets, graphic t-shirts reduced to crude outline forms
+- **Basic clothing:** Plain shirts, jackets rendered as scratchy ink shapes
+- **Often minimal:** Clothing subordinate to facial assault
+
+**Fabric Behavior:** All texture eliminated - clothing becomes scratchy ink outlines or solid black masses.
+
+**Accessory Caps:** Minimalist 0-1 (occasionally cigarettes, bottles as crude props)
+
+**Color Palette:** Black ink dominant, occasional flat red or yellow when color printing available.
+
+**Props (YAML Pool):**
+
+```yaml
+raymond_pettibon_props:
+  hostile_elements:
+    - facial_distortions: [warped_eyes, twisted_mouth, shadowed_features]
+    - text_assaults: [words_across_face, aggressive_slogans, satirical_captions]
+  ink_violence:
+    - mark_making: [ink_splatters, scratchy_scribbles, bleeding_edges]
+    - cross_hatching: [aggressive_shadows, jagged_shading, violent_directional_marks]
+  punk_symbols:
+    - crude_objects: [bottles, cigarettes, weapons_outlined]
+    - political_imagery: [flags_defaced, authority_mocked, social_satire]
+```
+
+**Coherence Filter:** All elements support hostile confrontational aesthetic. Default = distorted hostile portrait with aggressive text overlay.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "clean attractive portraiture"
+- "pleasant smiling expression"
+- "polished illustration"
+- "smooth vector graphics"
+- "conventional beauty"
+- "refined craftsmanship"
+- "digital precision"
+- "harmonious composition"
+- "commercial appeal"
+- "aesthetic pleasure"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "India ink brush strokes"
+- "jagged cross-hatching"
+- "xerox reproduction grain"
+- "hostile sneering expression"
+- "warped facial distortion"
+- "text cutting through face"
+- "crude deliberate uglification"
+- "aggressive ink splatters"
+- "punk confrontational aesthetic"
+
+**Vocabulary Warnings:** Avoid "pleasant," "attractive," "refined," "polished," "beautiful." Embrace "hostile," "crude," "brutal," "confrontational," "ugly."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Centered hostile portrait assault
+- Text cutting diagonally across all angles
+- Crude unbalanced layout feeling urgent
+- Aggressive mark-making extending to edges
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Layout:** Deliberately unbalanced, crude, confrontational
+- **Figure:Ground:** 70:30 ratio (portrait dominates with minimal background)
+- **Density:** High aggression (layered hostile elements, text overlays, ink violence)
+- **Lighting Logic:** Harsh contrast creating brutal shadows
+- **Detail:Negative Space:** 80:20 ratio (maximum visual assault)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP or single sleeve, xerox reproduction or crude offset printing, cheap paper stock, lo-fi punk aesthetic.
+
+**Frame/Band Anchor:** OMIT decorative frames. Composition extends chaotically, deliberately uncontained.
+
+**Production Context Anchor:** Xerox reproduction from ink originals OR crude offset lithography creating characteristic grain, contrast blow-out, ink bleed.
+
+**Ratio Enforcement Anchor:** Square format creates centered assault target, enables text placement cutting across all angles.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ESSENTIAL (typography as hostile weapon)
+
+**Ratio-Appropriate Zones:**
+
+- Hand-scrawled text cutting across forehead, shirt, neck, face diagonally
+- Words positioned intrusively and violently
+- Never neat captions or centered titles
+- Text obscures and assaults portrait
+
+**Copy Limits:**
+
+- Aggressive slogans/satirical captions (5-15 words)
+- Band/album info minimal and crude
+- Typography occupies 30-50% of composition
+
+**Period-Appropriate Typography:**
+
+- **Hand-scrawled aesthetic:** Scratchy uneven lettering
+- **Degraded approximations:** TrashHand, Punk's Not Dead font references
+- **Always messy:** Never clean digital typography
+
+**Slogan Pool (randomize 2 per image):** "NO FUTURE", "THE SYSTEM IS A LIE", "TOO MANY HUMANS", "CHAOS", "KILL YOUR TV", "HUMAN WASTE", "TRUST NO ONE"
+
+**Format-Specific Rules (Album Cover):**
+
+- Typography intrusive across face/body
+- Placement diagonal, violent, confrontational
+- Never respectful positioning
+- Hand-scrawled crude execution
+
+**Historical Accuracy:** All text hand-drawn with brush or pen, deliberately crude and aggressive, xerox-reproduced maintaining scratchy characteristics.
+
+**Production Method Integration:** Typography rendered as India ink hand-lettering, reproduced through xerox or crude offset maintaining scratchy hostile characteristics.
+
+---
diff --git a/styles/record_covers/reid_miles_blue_note_modernism.md b/styles/record_covers/reid_miles_blue_note_modernism.md
new file mode 100644
index 0000000..c01dbcc
--- /dev/null
+++ b/styles/record_covers/reid_miles_blue_note_modernism.md
@@ -0,0 +1,270 @@
+---
+id: reid_miles_blue_note_modernism
+group: Record Covers
+movement: Blue Note Hard Bop Modernism
+artist: Reid Miles
+display_name: Reid Miles — Blue Note Records Hard Bop Modernism
+style_scope: single-artist
+ratios:
+  - '1:1'
+  - '2:1'
+ratios_status: provisional
+ratios_notes: >
+  Blue Note jackets lived on 12-inch squares, with occasional 24-inch gatefold
+  spreads for extended typography.
+modes:
+  - Jazz Modular
+  - Typographic Portrait
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Reid Miles distilled Francis Wolff’s rehearsal photos into duotone blocks,
+  letting rotated sans-serif type swing like a solo. His Blue Note covers are
+  crisp, cool, and math-driven yet still intimate to the musicians. MuseoMorph
+  keeps that modular rhythm while composing fresh titles and avoiding recycled
+  catalog numerals.
+hero_image: null
+---
+
+
+# Reid Miles — Blue Note Records Hard Bop Modernism
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `halftone-dot`, `offset-dot`, `silver-halide-grain`, `contact-print-scale`
+
+**Pose Flags:** `candid-motion`, `frontal-rigid`, `psychological-tension`
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Media Hybrid Flag:** `photo-illustration-collage` (photographic portraits integrated with bold typography)
+
+**Material Physics Authority:** Hot-metal typesetting (Intertype line-casting), duotone photography, offset lithography with specialized jazz blue and greenish-tint inks, high-quality paperstock preventing bleed.
+
+**Period Production Authenticity:** 1955-1967 Blue Note golden era, phototypesetting transition, precise color separation for two-tone printing, modular grid systems.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) - ignore source image dimensions completely.
+
+Redraw subject in **Reid Miles' Blue Note modernist album cover style** for **vinyl LP jazz album (12" × 12")**.
+
+Identity via **high-contrast photography reduced to graphic elements** - subject becomes bold geometric form integrated into modular typographic layout. Subject appears as cropped portrait, candid musician stance, or abstracted silhouette.
+
+**IP Safeguard Declaration:** Create original jazz-inspired photographic compositions avoiding reproduction of specific Blue Note catalog designs while maintaining methodological authenticity.
+
+**Face-Treatment Flag:** `halftone-dot` with `offset-dot` characteristics
+
+**Pose Flag:** `candid-motion` or `frontal-rigid` (jazz musician stances)
+
+**Canvas Control Flag:** `strict-reframe`
+
+**Style Dominance:** Modular grid systems and bold typography override photographic realism.
+
+**Mode Selector:** Album cover (vinyl LP format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe (tight cropping into modular blocks)
+- **Spatial Allocation:** Photography occupies 40-60% of composition, typography fills remaining space in bold geometric blocks
+- **Background Treatment:** Solid color fields (blues, blacks, oranges, greens) OR duotone photographic backgrounds
+- **Format Justification:** Square format enables perfect modular division, rotated typography, mathematical grid precision
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Bauhaus, Swiss Modernism, European poster design, American abstract expressionism, jazz improvisation translated to visual rhythm.
+
+**Medium/Production Method:** High-contrast photography by Francis Wolff, reduced to duotone or spot color. Hot-metal typesetting using Intertype line-casting machines (pre-1966) then Linotype Spartan (post-1966). Offset lithography with specialized inks (greenish-tint, reflex blue). Typography manipulated as visual element - fragmented, stacked, rotated, enlarged/reduced asymmetrically.
+
+**Thematic Purpose:** Build consistent Blue Note brand identity through sophisticated modernist design, elevate jazz packaging to high art, create visual rhythm paralleling musical improvisation.
+
+**Hallmark Motifs:**
+
+1. **Bold typography** as dominant visual element (often larger than photography)
+2. **Tight cropping** of musician portraits (eyes, instruments, hands)
+3. **Duotone colorization** (black + single accent color)
+4. **Rotated compositions** (45° angles, tilted frames)
+5. **Heavy negative space** used rhythmically
+
+**Period Framing:** 1955-1967 Blue Note golden age, peak modernist jazz design era.
+
+**Tone Tag:** Cool, sophisticated, urban, rhythmic, intellectually accessible.
+
+**Production Era Authenticity:** Hot-metal typesetting (1955-1966) creating distinct letterform characteristics, transition to phototypesetting (1966-1967) with Linotype Spartan fonts. Offset lithography with precise color registration, specialized Blue Note ink formulations.
+
+------
+## 4) Technical Method & Mark-Making
+
+**Photography specifications:** Contax or Leica 35mm cameras (Francis Wolff), Kodak Tri-X 400 film, high-contrast printing to eliminate mid-tones. Tight cropping isolating facial features, instruments, hands in extreme close-up.
+
+**Film/Grain:** Kodak Tri-X pushed to high contrast, visible grain structure at print scale, deliberate loss of shadow/highlight detail for graphic impact.
+
+**Line work:** Sharp photographic edges combined with bold typographic outlines. Letterforms treated as geometric shapes with crisp vector precision.
+
+**Color:** Restricted palettes - black + single accent color. Blues (#003366 reflex blue, #4169E1 royal blue), oranges (#FF8C00), greens (#228B22 greenish-tint), occasional reds. Duotone printing technique overlays photography with colored halftone screens.
+
+**Texture:** Smooth offset lithography on quality paperstock. Halftone dot structure visible (120-133 LPI screen frequency). High-quality paper prevents ink bleeding, maintains sharp edges.
+
+**Typography manipulation:** Letters fragmented, stacked vertically, rotated 45-90°, enlarged to massive scale, shrunk to tiny accents. Sans-serif fonts (Haas Inserat-Grotesk, Ultra Bodoni, Clarendon) treated as modular building blocks.
+
+**Pose Anchors:** Musicians photographed candidly - head tilted examining instrument, fingers on keys, contemplative expressions. When frontal, direct eye contact with camera creating psychological intensity.
+
+**Scale Hierarchy Anchor:** Typography often dominates at 200-400% size of photography. Musician portraits occupy 30-50% of canvas, typography fills remaining space aggressively.
+
+**Material Authenticity Anchor:** Authentic offset lithography halftone patterns, hot-metal typesetting imperfections (slight variations in letter spacing, baseline shifts). Ink density variations characteristic of 1960s printing.
+
+**Period Consistency Anchor:** Pre-1966 Intertype typesetting creates subtle irregularities. Post-1966 Linotype Spartan shows distinctive horizontal serifs on numeral "1". Photography always high-contrast black/white or duotone, never full-color.
+
+**Production Method Anchor:** Standard 2-color offset printing (black + spot color) OR 3-color (black + two accents). Registration tolerance ±1mm acceptable, creating characteristic slight color shifts. Specialized Blue Note inks mixed to exact formulations.
+
+**Canvas Adaptation Anchor:** Square format exploited through rotated compositions, diagonal typography cutting across quadrants, modular grid divisions creating visual rhythm.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Jazz musicians:** Suits, ties, shirtsleeves, suspenders, fedoras, porkpie hats
+- **Casual sessions:** Button-down shirts, sweaters, casual 1950s-60s attire
+- **Focus on instruments:** Clothing often cropped out of tight framings
+
+**Fabric Behavior:** Mid-century wool suits, cotton shirts, typical 1950s-60s drape and construction.
+
+**Accessory Caps:** Minimal 1-2 (glasses, cigarettes, hats, instruments as primary accessories)
+
+**Color Palette:** When visible, muted greys, blacks, whites. Clothing subordinate to bold graphic color fields of layout.
+
+**Props (YAML Pool):**
+
+```yaml
+reid_miles_jazz_props:
+  instruments:
+    - brass: [trumpet, saxophone, trombone]
+    - keys: [piano_keys, organ, vibraphone]
+    - strings: [upright_bass, guitar]
+    - percussion: [drum_kit, cymbals, brushes]
+  musician_details:
+    - hands: [fingers_on_keys, valve_positions, bow_grip]
+    - face_elements: [concentrated_expression, eyes_closed, pursed_lips]
+    - accessories: [glasses, cigarette, microphone]
+  graphic_elements:
+    - typography: [bold_sans_serif, rotated_text, oversized_letters]
+    - color_blocks: [solid_fields, geometric_divisions]
+```
+
+**Coherence Filter:** All elements support modernist jazz aesthetic. Default = clean portrait with bold typography.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "full-color photography"
+- "decorative borders"
+- "serif body text"
+- "centered symmetrical layout"
+- "soft focus romance"
+- "elaborate backgrounds"
+- "modern digital typography"
+- "gradient effects"
+- "photographic realism"
+- "ornamental elements"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "duotone high-contrast photography"
+- "bold sans-serif typography"
+- "asymmetric modular grid"
+- "Francis Wolff photographic style"
+- "offset lithography 120-133 LPI halftone"
+- "rotated 45-90° composition"
+- "greenish-tint or reflex blue spot color"
+- "hot-metal typesetting characteristics"
+- "tight musician portrait cropping"
+
+**Vocabulary Warnings:** Avoid "ornate," "decorative," "romantic," "soft," "elaborate." Embrace "bold," "graphic," "modular," "rhythmic," "cool."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Modular grid divisions (halves, thirds, quarters)
+- Asymmetric photography placement (off-center, diagonal)
+- Typography fills negative space aggressively
+- Rotated compositions creating dynamic tension
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Grid/Symmetry:** Asymmetric modular systems, mathematical divisions without centered balance
+- **Figure:Ground:** 40:60 ratio (photography 40%, typography/color blocks 60%)
+- **Density:** Bold graphic impact through high contrast and large-scale elements
+- **Lighting Logic:** Flat, even illumination reducing mid-tones, creating pure blacks and whites
+- **Detail:Negative Space:** 50:50 ratio (equal weight between positive elements and voids)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP album sleeve, offset lithography on quality coated stock (150-180gsm) preventing ink bleed, matte or semi-gloss finish.
+
+**Frame/Band Anchor:** OMIT decorative frames entirely. Bold color blocks function as geometric divisions, not ornamental borders.
+
+**Production Context Anchor:** Offset lithography with specialized Blue Note inks, hot-metal or phototypesetting, duotone halftone screening, precise color registration within ±1mm tolerance.
+
+**Ratio Enforcement Anchor:** Perfect square enables rotated compositions, modular divisions, mathematical grid systems essential to Blue Note visual language.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ESSENTIAL (typography often dominates photography)
+
+**Ratio-Appropriate Zones:**
+
+- Typography occupies 40-70% of canvas
+- Rotated 45-90° cutting diagonally across composition
+- Stacked vertically along edges
+- Fragmented across multiple zones
+
+**Copy Limits:**
+
+- Artist name: 1-3 lines, often massive scale
+- Album title: 1-2 lines, variable size
+- Blue Note catalog number essential
+- Maximum 6-8 words total across front cover
+
+**Period-Appropriate Typography:**
+
+- **Pre-1966:** Haas Inserat-Grotesk, Ultra Bodoni, Clarendon (Intertype line-casting)
+- **Post-1966:** Linotype Spartan (distinctive horizontal serif on "1")
+- **Size range:** Extreme variation from 8pt details to 144pt+ dominating letterforms
+- **Manipulation:** Fragmentation, rotation, asymmetric stacking
+
+**Font Recommendations:**
+
+- **Google Font:** Oswald or Archivo Black (80% match for Inserat-Grotesk)
+- **Better Match:** Helvetica Inserat, Trade Gothic Condensed Bold, Univers Extra Black
+
+**Format-Specific Rules (Album Cover):**
+
+- Artist name typically largest element (100-400pt scale)
+- Album title secondary (40-80pt)
+- Blue Note logo and catalog number essential (bottom corner, 8-12pt)
+- Typography rotated, fragmented, or stacked for visual rhythm
+
+**Historical Accuracy:** Hot-metal typesetting (1955-1966) shows slight irregularities, baseline variations. Phototypesetting (1966-1967) creates cleaner edges but maintains bold graphic impact.
+
+**Production Method Integration:** Typography printed in black or spot color using offset lithography, perfect registration with photographic duotone elements, sharp edges from quality paperstock.
+
+---
diff --git a/styles/record_covers/vaughan_oliver_4ad_mysticism.md b/styles/record_covers/vaughan_oliver_4ad_mysticism.md
new file mode 100644
index 0000000..55c9461
--- /dev/null
+++ b/styles/record_covers/vaughan_oliver_4ad_mysticism.md
@@ -0,0 +1,267 @@
+---
+id: vaughan_oliver_4ad_mysticism
+group: Record Covers
+movement: 4AD Ethereal Design
+artist: Vaughan Oliver
+display_name: Vaughan Oliver — 4AD Ethereal Tactile Mysticism
+style_scope: single-artist
+ratios:
+  - '1:1'
+ratios_status: provisional
+ratios_notes: >
+  4AD sleeves luxuriate in the 12-inch square; keep the canvas square so
+  textures stay immersive.
+modes:
+  - Ethereal Texture
+  - Dream Collage
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Vaughan Oliver fused blurred photography, distressed type, and sensuous
+  materials into dreamlike 4AD jackets. The covers feel tactile—powdered
+  pigments, translucent layers, and cryptic numerology drifting in fog. We
+  sustain that atmospheric collage language while crafting new symbolism and
+  avoiding recycled band marks.
+hero_image: null
+---
+
+
+# Vaughan Oliver — 4AD Ethereal Tactile Mysticism
+
+## 🔧 Renderer-Agnostic Adapter
+
+**Face-Treatment Flags:** `scratched-surface`, `interrupted-contour`, `wet-on-wet-bleed`, `litho-wash`
+
+**Pose Flags:** `psychological-tension`, `contorted-psychological`, `aesthetic-rebellion-required`
+
+**Canvas Control Flag:** `strict-reframe` or `adaptive-extend`
+
+**Media Hybrid Flag:** `photo-illustration-collage` (analog PMT manipulation with photographic elements)
+
+**Material Physics Authority:** PMT (Photo Mechanical Transfer) camera creating high-contrast distortions, analog collage with ripped Japanese rag paper, scalpel-manipulated typography, solarized photography, tactile surface construction photographed for reproduction.
+
+**Period Production Authenticity:** 1980s-1990s 23 Envelope/v23 analog techniques, anti-digital manifesto maintaining hands-on control through PMT cameras, manual distortion methods, collaborative photographer relationships.
+
+------
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **1:1 ratio** (album cover standard) - ignore source image dimensions completely.
+
+Redraw subject in **Vaughan Oliver's 4AD ethereal tactile style** for **vinyl LP/CD album cover**.
+
+Identity via **fragmentation, veiling, or abstraction** - subject never appears as direct portrait. Identity suggested through **draped fabric, obscured silhouettes, ghostly overlays, cropped forms**. Subject becomes mysterious tactile presence rather than recognizable figure.
+
+**IP Safeguard Declaration:** Create original ethereal compositions avoiding reproduction of specific 4AD catalog designs while maintaining analog distortion methodology and tactile surface aesthetics.
+
+**Face-Treatment Flag:** `scratched-surface` with `interrupted-contour` characteristics
+
+**Pose Flag:** `psychological-tension` or `contorted-psychological`
+
+**Canvas Control Flag:** `adaptive-extend` (organic distortions extend naturally)
+
+**Style Dominance:** Analog distortion and tactile mystery override photographic clarity.
+
+**Mode Selector:** Album cover (vinyl LP or CD format)
+
+------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `1:1` (album cover standard)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend (organic distortions and fabric elements extend naturally)
+- **Spatial Allocation:** Obscured figure fragments (30-50%), textured surfaces and overlays (40-60%), typography integration (10-20%)
+- **Background Treatment:** Abstract voids, mottled textures, stained surfaces creating ambiguous space
+- **Format Justification:** Square format enables radial obscuration patterns, centered mysterious focal points, symmetrical textile draping
+
+------
+## 3) Style Context & Material Authenticity
+
+**Influences:** Surrealism, punk DIY aesthetics elevated through craft, European art cinema, gothic romanticism, analog photography experimentation.
+
+**Medium/Production Method:** PMT (Photo Mechanical Transfer) camera creating high-contrast black/white reproductions with characteristic underexposed edges exploited for atmospheric effects. Process: photograph ripped-up taped-together Japanese rag paper arrangements, use PMT to create base materials, manually redrive edges with scalpel after enlargement to foot-high sizes. Collaborate with photographers (Simon Larbalestier) creating solarized images, constructed sets, veiled subjects. Resist digital technology - "they took my tools away."
+
+**Thematic Purpose:** Create ambiguous ethereal mystery, suggest rather than state, evoke dreamlike unease, elevate indie rock packaging to fine art through meticulous craft.
+
+**Hallmark Motifs:**
+
+1. **Veiled/shrouded figures** (lace, fabric obscuring identity)
+2. **Fragmented body parts** (hands, silhouettes, partial forms)
+3. **Distressed typography** (scalpel-manipulated, distorted letterforms)
+4. **Tactile textures** (stains, bruises, organic decay)
+5. **Ghostly overlays** (multiple exposures, translucent layers)
+
+**Period Framing:** 1983-2000 4AD golden age, peak analog design resistance to digital tools.
+
+**Tone Tag:** Mysterious, ethereal, unsettling, dreamlike, tactilely intimate.
+
+**Production Era Authenticity:** Analog-only workflow through 1990s - PMT cameras, manual distortion, collaborative darkroom work. Violent resistance to digital transition preserving hands-on control.
+
+------
+## 4) Technical Method & Mark-Making
+
+**PMT Camera specifications:** Photo Mechanical Transfer creating high-contrast black/white stats with characteristic underexposed edge darkness exploited as atmospheric element. Manual focus variations creating soft veiled effects.
+
+**Texture creation:** Deep photographic grain, deliberate stains, scratches. Surfaces appear aged, bruised, tactile. Japanese rag paper provides organic torn-edge textures. Multiple layers creating archaeological depth.
+
+**Color:** Mottled desaturated tones - bruised blues (#4A5A7A), rusty ochres (#B8860B), smoky greys (#696969). Colors appear as organic stains rather than applied pigments.
+
+**Typography distortion:** Letterforms enlarged to foot-high scale on PMT, then manually redriven with scalpel creating distressed irregular edges. Type appears rubbed, scratched, ghosted into surface.
+
+**Layering technique:** Disjointed surreal collages where elements overlap imperfectly, like archaeological palimpsests. Cut-and-paste scraps creating fragmented narratives.
+
+**Human element treatment:** Always obscured - blurred, veiled, shrouded in lace/fabric, reduced to shadow/silhouette. Identity suggested never stated.
+
+**Detail hierarchy:** Micro-textural details (grain, scratches, stains) contrast with obscured macro forms. Surface intimacy versus compositional ambiguity.
+
+**Pose Anchors:** When figures visible, contorted psychological tension, turned away, faces obscured by fabric/hands, uncomfortable positioning suggesting unease.
+
+**Scale Hierarchy Anchor:** Typography often dominates at 40-60% scale, figures fragmented across 30-50%, textures fill remaining space creating horror vacui.
+
+**Material Authenticity Anchor:** Authentic PMT camera artifacts - underexposed edges, high-contrast grain, characteristic black crush. No digital smoothing or enhancement.
+
+**Period Consistency Anchor:** All effects achieved through analog photography, PMT manipulation, manual scalpel work, collaborative darkroom experimentation. Digital tools explicitly rejected.
+
+**Production Method Anchor:** Offset lithography attempting to reproduce PMT textures, stochastic screening for grain preservation, careful color separation maintaining mottled tonal qualities.
+
+**Canvas Adaptation Anchor:** Square format enables centered mysterious focal points, radial fabric draping, symmetrical fragmentation patterns.
+
+------
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Obscured/veiled:** Lace, translucent fabrics, shrouds hiding identity
+- **Fragmented visibility:** Clothing visible only as abstract folds, textures
+- **Gothic romantic:** Dark period-ambiguous garments suggesting Victorian/Edwardian/contemporary hybrid
+
+**Fabric Behavior:** Fabrics appear as veiling elements - lace creating moiré patterns, translucent materials creating ghostly layers, heavy textiles creating sculptural folds.
+
+**Accessory Caps:** Minimalist 0-1 (veils, fabric props used for obscuration)
+
+**Color Palette:** Desaturated blacks, greys, muted earth tones. Clothing subordinate to textural surface effects.
+
+**Props (YAML Pool):**
+
+```yaml
+vaughan_oliver_ethereal_props:
+  obscuring_elements:
+    - fabrics: [lace_veils, translucent_shrouds, heavy_drapes]
+    - natural_materials: [flowers_pressed, dried_botanicals, organic_decay]
+    - textural_surfaces: [ripped_paper, stained_fabric, bruised_skin_texture]
+  photographic_techniques:
+    - darkroom_effects: [solarization, multiple_exposure, negative_reversal]
+    - distortion_methods: [PMT_edge_burn, manual_scratching, chemical_staining]
+  typographic_elements:
+    - distressed_text: [scalpel_cut_letters, rubbed_typography, ghosted_words]
+    - integration_methods: [embedded_in_surface, overlapping_imagery, fragmented_placement]
+```
+
+**Coherence Filter:** All elements support ethereal mystery. Default = veiled figure fragment with distressed typography.
+
+------
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "digital photography"
+- "Photoshop effects"
+- "clean vector typography"
+- "direct portraiture"
+- "conventional beauty"
+- "glossy magazine finish"
+- "literal representation"
+- "bright saturated colors"
+- "sharp mechanical precision"
+- "commercial clarity"
+
+**✅ Canvas Positives:**
+
+- "exactly 1:1 square ratio"
+- "PMT camera high-contrast grain"
+- "analog collage construction"
+- "scalpel-manipulated typography"
+- "solarized photography effects"
+- "veiled obscured figures"
+- "mottled bruised color tones"
+- "ripped Japanese rag paper texture"
+- "ghostly overlay translucency"
+- "tactile surface intimacy"
+
+**Vocabulary Warnings:** Avoid "clear," "bright," "polished," "commercial," "digital." Embrace "veiled," "mysterious," "tactile," "bruised," "ghostly."
+
+------
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (1:1 Square):**
+
+- Centered mysterious focal point
+- Radial obscuration patterns
+- Symmetrical veiling/draping
+- Fragmented elements creating archaeological layers
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Framing:** Ambiguous space neither interior nor exterior
+- **Figure:Ground:** 40:60 ratio (fragmented subject subordinate to textural environment)
+- **Density:** Medium-high (layered elements creating depth without clarity)
+- **Lighting Logic:** Diffused atmospheric illumination suggesting dreamlike space
+- **Detail:Negative Space:** 60:40 ratio (textural density with strategic voids)
+
+**REQUIRED ANCHORS:**
+
+**Surface Context Anchor:** Vinyl LP or CD album sleeve, offset lithography attempting to preserve PMT grain and analog distortion characteristics, matte uncoated stock preferred.
+
+**Frame/Band Anchor:** OMIT decorative frames. Composition bleeds to edges or fades into ambiguous voids.
+
+**Production Context Anchor:** Offset lithography from analog collage assemblies, stochastic screening attempting to preserve photographic grain, careful color separation maintaining mottled tonal qualities.
+
+**Ratio Enforcement Anchor:** Square format enables centered mysteries, radial compositions, symmetrical fragmentation creating balanced ambiguity.
+
+------
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** ALLOW (typography as distressed surface element)
+
+**Ratio-Appropriate Zones:**
+
+- Typography embedded within imagery (not applied over)
+- Distressed integration creating archaeological layering
+- Peripheral placement fading into edges
+- Fragmented across multiple zones
+
+**Copy Limits:**
+
+- Band name: distressed, often barely legible
+- Album title: minimal or absent
+- Typography subordinate to mysterious atmosphere
+
+**Period-Appropriate Typography:**
+
+- **Distressed serif:** Garamond, Caslon manually degraded
+- **Minimal sans-serif:** Helvetica, Univers made imperfect and textural
+- **Custom distortion:** Each album unique typography treatment
+
+**Font Recommendations:**
+
+- **Google Font:** EB Garamond or Crimson Text (70% match for distressed serif)
+- **Better Match:** Custom scalpel-manipulated letterforms, manually degraded typography
+
+**Format-Specific Rules (Album Cover):**
+
+- Typography appears rubbed, scratched, ghosted into surface
+- Text integration feels archaeological rather than applied
+- Letterforms distressed through PMT enlargement and manual manipulation
+- Often placed at periphery, fading into ambiguous space
+
+**Historical Accuracy:** Typography created through PMT camera enlargement, manual scalpel redrawing of edges, distressing techniques, analog distortion methods.
+
+**Production Method Integration:** Typography reproduced through offset lithography maintaining distressed analog characteristics, carefully preserving imperfections as essential aesthetic elements.
+
+---
diff --git a/styles/royal_portraiture/anthony_van_dyck_court_portrait.md b/styles/royal_portraiture/anthony_van_dyck_court_portrait.md
new file mode 100644
index 0000000..ad7ea12
--- /dev/null
+++ b/styles/royal_portraiture/anthony_van_dyck_court_portrait.md
@@ -0,0 +1,264 @@
+---
+id: anthony_van_dyck_court_portrait
+group: "Royal Portraiture"
+movement: "Baroque Court Portraiture"
+artist: "Anthony van Dyck"
+display_name: "Anthony van Dyck — Cavalier Elegance"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["3:4", "2:3", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "Grand manner full-lengths sweep at 2:3, three-quarter canvases rest at 3:4, and oval medallions close to 1:1."
+modes: ["State Procession", "Studio Portrait"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "Let the sovereign lean into velvet drapery while pages or hunting teens pivot around."
+  identity_priority: ["gesture", "sash", "lighting"]
+about: >
+  Van Dyck draped Charles I in satin diagonals, silver daylight, and aristocratic languor.
+  We preserve his silvery flesh, fluttering ribbons, and swaggering poses while coronating new dynasties.
+---
+
+**Timeframe:** Baroque court period, peak years (1632-1641) **Historical Context:** Stuart court revolution, aristocratic "careless romance," Flemish-Italian synthesis
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Face-Treatment Flag:** `alla-prima-direct` (oil on canvas with fluid brushwork and elegant glazing)
+- **Pose Flag:** `contrapposto` (elegant three-quarter pose with graceful positioning)
+- **Canvas Control Flag:** `strict-reframe` (recompose entirely for target ratio)
+- **Anti-Conventional Bias:** Authority to generate deliberately relaxed, informal elegance when historically accurate
+- **Material Physics Authority:** Thin oil paint application, smooth long brushstrokes, silvery tonalities
+- **Period Production Authenticity:** 1630s English court workshop methods, aristocratic portraiture standards
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait) - ignore source image dimensions completely.
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in Anthony van Dyck's Baroque court portrait style (1620s-1640s).
+
+- Preserve likeness through **elegant idealization** with aristocratic refinement
+- **Timeframe:** Peak court portrait period, especially English court years (1632-1641)
+- **Degree of likeness:** Idealized but recognizable; emphasis on noble bearing and elegance
+- **Emotional tone:** Aristocratic elegance, refined dignity, romantic nobility
+- **Pose conventions:** Elegant three-quarter pose; graceful hand positioning; aristocratic bearing
+- **IP Safeguard Declaration:** Create original aristocratic attire and accessories avoiding copyrighted elements
+- **Face-Treatment Flag:** `alla-prima-direct`
+- **Pose Flag:** `contrapposto`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Aristocratic elegance overrides any source characterization
+- **Mode Selector:** Gallery (aristocratic portraiture standard)
+
+The final result must be an elegant painted celebration of aristocratic refinement and noble bearing.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `3:4` (classical portrait format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely - extend elegant drapery or landscape elements
+- **Spatial Allocation:** Subject positioned with aristocratic commanding presence, low viewpoint effect
+- **Background Treatment:** Extend rich architectural settings, flowing drapery, or landscape vistas seamlessly
+- **Format Justification:** 3:4 ratio serves van Dyck's elegant court tradition with optimal figure dignity and graceful proportions
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Influences:** Rubens' dynamic brushwork, Venetian colorito, Flemish attention to luxury materials, Titian's color mastery
+
+**Medium/Production method:** Oil on canvas with fluid brushwork and elegant glazing. Paint application: thin texture enabling smooth, long brushstrokes. Silvery tonalities with bold experimental tints. Revolutionary loose brushwork creating movement and light.
+
+**Thematic purpose:** Aristocratic portraiture emphasizing noble breeding, refined taste, and "careless romance" - the deliberate informality of absolute confidence.
+
+**Hallmark motifs with quantified specifications:**
+
+- Flowing silk rendering (45-degree light reflection angles, movement captured in fabric folds)
+- "Careless romance" costume (fantasy dress, flowing scarves, timeless elegance)
+- Graceful hand positioning (elongated fingers, elegant gestures, aristocratic bearing)
+- Silvery flesh tones (cool northern light adaptation, refined color harmony)
+- Dynamic compositional devices (low viewpoint forcing upward gaze, slanted planes creating depth)
+
+**Period framing:** Stuart court England (1630s-1640s), aristocratic revolution in portraiture, synthesis of Flemish technique with Italian color
+
+**Tone Tag:** Aristocratic elegance, refined dignity, romantic nobility, effortless authority
+
+**Production Era Authenticity:** Stuart court workshop standards, aristocratic patron expectations, efficient studio methodology with master's direct intervention on faces
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Flowing, elegant brushwork with soft contours; emphasis on graceful form through atmospheric modeling. Tool marks: fluid paint application, sweeping strokes capturing movement, especially in fabric rendering. Edge treatment: soft transitions supporting aristocratic grace.
+
+**Anatomical Stylization:** Idealized aristocratic proportions with elegant elongation; refined features emphasizing noble breeding. Head-to-body ratio: 1:8 for enhanced elegance. Hand proportions: elongated for aristocratic refinement.
+
+**Detail Hierarchy:** Selective focus on luxurious materials - silk satins (reflective sheen, fluid drape), elaborate lace (intricate pattern work), rich velvets (light-absorbing depth), aristocratic jewelry (pearl luminosity, gold reflectivity).
+
+**Coloring Method:** Revolutionary palette evolution - rich Italian warmth transitioning to characteristic silvery sheen, culminating in bold experimental tints for English court. "Van Dyck brown" signature pigment. Harmonious color relationships with sophisticated atmospheric effects.
+
+**Texture Specifications:** Silk (fluid brushwork, 45-degree highlights), lace (delicate linear work), velvet (rich impasto), flesh (smooth transitions, silvery tonality). Paint thickness: thin application for smooth strokes, layered glazing for luminous depth.
+
+**Pose Anchors:** Head tilt: 10-25 degrees for elegant asymmetry; shoulder angle: graceful three-quarter turn; weight distribution: aristocratic contrapposto; gesture economy: flowing movement, hands positioned for elegance.
+
+**Scale Hierarchy Anchor:** Proportions idealized for aristocratic bearing - slight elongation (110% standard proportions), enhanced vertical emphasis.
+
+**Material Authenticity Anchor:** Authentic 17th-century oil painting surface with period-appropriate canvas weave and oil behavior.
+
+**Period Consistency Anchor:** All elements historically accurate to 1630s-1640s Stuart court standards.
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 portrait format with aristocratic commanding presence.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Adult Masculine:** Silk satins, Van Dyck collar (wide lace), court dress with elegant informality, flowing elements
+- **Adult Feminine:** "Style of undress" - flowing silk gowns, floating scarves, fantasy dress elements, pearl accessories
+- **Youth:** Simplified adult elegance appropriate to aristocratic breeding and age
+- **Court Formal:** Traditional court dress when depicting formal state occasions
+
+**Fabric Behavior with Period Accuracy:**
+
+- **Silk Satin:** High reflectivity, fluid drape, movement capture through brushwork
+- **Lace:** Intricate patterns, Van Dyck collar style, delicate transparency effects
+- **Velvet:** Rich depth, light absorption, luxurious weight
+- **Flowing Elements:** Scarves, ribbons, elements adding movement and "careless romance"
+- **Fantasy Dress:** Timeless elements avoiding fashion dating, exotic influences
+
+**Accessory Caps:** Elegant (3-4 items maximum)
+
+- **Primary:** Pearl necklaces, elegant jewelry reflecting status
+- **Secondary:** Van Dyck collar, flowing scarves, elegant hair ornaments
+- **Tertiary:** Rings, brooches, subtle court symbols
+- **Micro:** Ribbon details, fabric ornaments
+
+**Color Palette Restrictions:** Stuart court palette with van Dyck sophistication - silvery blues, warm flesh tones, rich burgundies, elegant whites, Van Dyck brown signature color. Avoid harsh or unrefined colors.
+
+**Wardrobe Variation Required:** Cycle through van Dyck's documented "careless romance" variations - formal undress, fantasy elements, flowing compositions.
+
+**Props (≤2 total):**
+
+- **Hero Prop:** Elegant objects of refinement - music, art, symbols of cultivation
+- **Micro Prop:** Flowers, elegant accessories, aristocratic symbols
+
+**YAML Prop Pools:**
+
+```yaml
+aristocratic_refinement:
+  - music_manuscript
+  - elegant_gloves
+  - pearl_strand
+  - flowing_scarf
+
+cultivation_objects:
+  - bound_volume
+  - musical_instrument
+  - art_object
+  - garden_elements
+
+court_symbols:
+  - noble_insignia
+  - family_crest
+  - elegant_jewelry
+  - aristocratic_symbols
+```
+
+**Coherence Filter:** All elements must support Stuart court aristocratic elegance 1630s-1640s; fallback to refined, elegant scene.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- ❌ "Original aspect ratio," "source dimensions," "unmodified framing"
+- ❌ Bourgeois or common treatment without aristocratic refinement
+- ❌ Harsh or unflattering realism disrupting elegant idealization
+- ❌ Stiff or rigid positioning contradicting graceful flow
+- ❌ Modern interpretations or anachronisms
+
+**Canvas Positives (≥2):**
+
+- ✅ "Exactly 3:4 ratio," "recomposed for classical portrait elegance"
+- ✅ "Fluid brushwork capturing silk and movement," "thin paint application"
+- ✅ "Silvery tonalities with elegant color harmony," "aristocratic idealization"
+- ✅ "Graceful three-quarter pose with contrapposto," "elegant hand positioning"
+- ✅ "Stuart court workshop standards with refined technique"
+
+**Vocabulary Warnings:** Avoid "stiff," "rigid," "harsh" which contradict van Dyck's flowing elegance. Emphasize "graceful," "elegant," "refined," "aristocratic," "flowing."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical Emphasis:** Subject dominance ≥70% with aristocratic commanding presence
+- **Hierarchical Staging:** Low viewpoint forcing viewer to look up, enhancing aristocratic authority
+- **Format Considerations:** Classical portrait proportions supporting elegant court dignity
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Low viewpoint technique making subjects appear larger-than-life; slanted planes creating dynamic three-dimensional space
+- **Grid/Symmetry:** Graceful asymmetry with elegant contrapposto balancing
+- **Figure:Ground Ratio:** 65% figure dominance, 35% elegant environmental context
+- **Density Percentage:** Selective detail concentration optimized for aristocratic impact (3-4 feet viewing distance)
+- **Lighting Logic:** Sophisticated atmospheric lighting creating silvery tonalities and elegant form modeling
+- **Detail:Negative Space Ratio:** Refined selectivity supporting overall aristocratic impression
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Canvas with elegant preparation, court studio standards
+- **Frame/Band Anchor:** Omit entirely - pure painted aristocratic achievement
+- **Production Context Anchor:** Stuart court workshop with aristocratic portraiture standards
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 classical portrait format
+
+**Environmental Integration:** Rich architectural settings (columns, elegant interiors), sophisticated drapery (silk hangings, flowing elements), landscape vistas (aristocratic estates), all supporting figure prominence without competition.
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Omit entirely
+
+**Historical Accuracy:** Baroque court portraits of this period focused purely on painted elegance without text integration. Van Dyck's portraits emphasized aristocratic bearing and refined visual achievement without textual elements.
+
+**Format-Specific Rules:** Museum documentation standard emphasizes pure artistic refinement without textual distraction.
+
+------
+
+## Historical Context Integration
+
+**Artistic Revolution:** Van Dyck's transformation of English portraiture from stiff formality to "relaxed elegance and understated authority." His invention of "careless romance" - the deliberate informality that projected absolute confidence and aristocratic breeding.
+
+**Stuart Court Context:** Portraits served as sophisticated propaganda for increasingly embattled monarchy, projecting divine right through effortless elegance rather than rigid ceremony. Revolutionary approach to royal imagery emphasizing natural sovereignty.
+
+**Technical Innovation:** Synthesis of Rubens' dramatic brushwork with Titian's coloristic subtlety, creating new visual language of aristocratic portraiture. Studio methodology balancing efficiency with direct master intervention for psychological penetration.
+
+**Cultural Authority:** Established template for aristocratic portraiture dominating British art for 150+ years. Influenced fashion ("Van Dyck collar," "Van Dyck beard") and cultural conception of aristocratic elegance extending through Gainsborough and Reynolds.
+
+**"Careless Romance" Definition:** Strategic artistic choice creating timeless elegance through fantasy dress, flowing elements, and deliberate informality - technical sophistication disguised as effortless grace, humanizing power through aristocratic confidence rather than rigid ceremony.
+
+---
diff --git a/styles/royal_portraiture/diego_velazquez_court_portrait.md b/styles/royal_portraiture/diego_velazquez_court_portrait.md
new file mode 100644
index 0000000..44c3e4c
--- /dev/null
+++ b/styles/royal_portraiture/diego_velazquez_court_portrait.md
@@ -0,0 +1,264 @@
+---
+id: diego_velazquez_court_portrait
+group: "Royal Portraiture"
+movement: "Spanish Golden Age"
+artist: "Diego Velázquez"
+display_name: "Diego Velázquez — Court of Shadows"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["4:5", "3:4", "2:3"]
+ratios_status: "provisional"
+ratios_notes: "Las Meninas-scaled canvases open to 4:5, equestrian portraits stretch to 2:3, and busts settle at 3:4."
+modes: ["Royal Studio", "Equestrian State"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 6
+  layout_hint: "Stage the Infanta with attendants and studio mirrors, keeping luminous grays and loose impasto."
+  identity_priority: ["gesture", "tonality", "court-rank"]
+about: >
+  Velázquez dissolved Habsburg formality into silvery brushwork, optical realism, and psychological space.
+  This card maintains his soft edges and atmospheric browns while reimagining the court entourage.
+---
+
+**Timeframe:** Spanish court period, peak years (1630s-1660s) **Historical Context:** Habsburg Spain, revolutionary naturalism, psychological penetration
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Face-Treatment Flag:** `loose-brushstrokes` (oil on canvas with revolutionary atmospheric technique)
+- **Pose Flag:** `psychological-tension` (ceremonial dignity with penetrating psychological presence)
+- **Canvas Control Flag:** `strict-reframe` (recompose entirely for target ratio)
+- **Anti-Conventional Bias:** Authority to generate deliberately uncomfortable psychological penetration when historically accurate
+- **Material Physics Authority:** Variable brushwork density, atmospheric perspective, "manner abreviada" technique
+- **Period Production Authenticity:** 1640s-1650s Spanish court workshop methods, revolutionary loose brushwork
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait) - ignore source image dimensions completely.
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in Diego Velázquez's Spanish court portrait style (1620s-1660s).
+
+- Preserve likeness through **penetrating realism** combined with royal dignity
+- **Timeframe:** Peak Spanish court period, mature style (1630s-1660s)
+- **Degree of likeness:** Unflinching realism tempered by royal ceremony; psychological depth
+- **Emotional tone:** Regal authority, psychological complexity, ceremonial grandeur
+- **Pose conventions:** Formal court positioning; ceremonial dignity; psychological presence
+- **IP Safeguard Declaration:** Create original Habsburg court attire and accessories avoiding copyrighted elements
+- **Face-Treatment Flag:** `loose-brushstrokes`
+- **Pose Flag:** `psychological-tension`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Psychological realism overrides any source idealization
+- **Mode Selector:** Gallery (court documentation with psychological truth)
+
+The final result must be a masterful exploration of character within royal ceremony.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `3:4` (classical portrait format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely - extend atmospheric backgrounds or court settings
+- **Spatial Allocation:** Subject positioned with psychological commanding presence, atmospheric depth
+- **Background Treatment:** Extend neutral atmospheric backgrounds or court architectural elements seamlessly
+- **Format Justification:** 3:4 ratio serves Velázquez's revolutionary psychological portraiture with optimal atmospheric perspective
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Influences:** Caravaggio's realism, Venetian colorito, Rubens' atmospheric technique, Italian Renaissance dignity combined with Spanish court ceremony
+
+**Medium/Production method:** Oil on canvas with revolutionary brushwork and atmospheric perspective. Paint application: variable density - tight foreground brushstrokes transitioning to loose atmospheric background. "Manera abreviada" technique creating form through patches of hue rather than linear definition.
+
+**Thematic purpose:** Royal portraiture balancing ceremony with psychological truth, serving Habsburg court while documenting human character with unprecedented honesty.
+
+**Hallmark motifs with quantified specifications:**
+
+- Revolutionary loose brushstrokes (visible up close, resolving at viewing distance of 6-8 feet)
+- Atmospheric perspective (progressive loosening of brushwork from foreground to background)
+- Psychological penetration (direct gaze, character revelation through subtle expression)
+- Chiaroscuro mastery (dramatic light-shadow contrasts, theatrical spotlighting effect)
+- Naturalistic dignity (unflinching truth combined with ceremonial authority)
+
+**Period framing:** Habsburg Spain (1620s-1660s), Golden Age court culture, artistic revolution in naturalism
+
+**Tone Tag:** Psychological complexity, ceremonial grandeur, revolutionary naturalism, atmospheric truth
+
+**Production Era Authenticity:** Spanish court workshop standards, revolutionary technique development, direct observation methods
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Revolutionary loose brushwork with atmospheric edges; emphasis on light and air rather than linear definition. Brushstrokes visible at close range, resolving into startling realism at proper viewing distance (6-8 feet). No strict contours - forms defined by patches of hue and light-shadow contrast.
+
+**Anatomical Stylization:** Naturalistic proportions with psychological penetration; unflinching documentation of individual character. Scientific accuracy without idealization beyond natural dignity. Measurement specifications: proportions based on direct observation, psychological expression through subtle facial modeling.
+
+**Detail Hierarchy:** Variable density technique - tight, controlled brushstrokes in foreground (2-3mm precision), progressively looser toward background creating atmospheric perspective. Selective focus supporting psychological and ceremonial impact.
+
+**Coloring Method:** Sophisticated atmospheric palette using Caravaggio-inspired chiaroscuro with Venetian influence. Earth tones, rich darks, dramatic light effects. Flesh tones: naturalistic without flattery. Background: neutral atmospheric grays and browns creating depth.
+
+**Texture Specifications:** Fabric rendering through loose brushwork suggesting rather than depicting every detail; flesh (naturalistic modeling with visible brushwork); metal (reflective highlights with economical strokes); atmospheric backgrounds (increasingly abstract brushwork creating spatial depth).
+
+**Pose Anchors:** Head positioning: psychologically revealing angles; shoulder placement: formal court dignity; weight distribution: ceremonial authority; gesture economy: minimal movement conveying maximum psychological presence.
+
+**Scale Hierarchy Anchor:** All proportions scientifically accurate based on direct observation - no idealization beyond natural dignity.
+
+**Material Authenticity Anchor:** Authentic 17th-century oil painting surface with period-appropriate canvas weave and revolutionary brushwork technique.
+
+**Period Consistency Anchor:** All elements historically accurate to 1630s-1660s Spanish court workshop standards with Velázquez's innovative methods.
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 portrait format with atmospheric depth and psychological presence.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Habsburg Masculine:** Spanish court dress, dark velvets, lace collars (golilla), ceremonial chains, formal court attire
+- **Habsburg Feminine:** Spanish court gowns, elaborate court dress, ceremonial jewelry, formal court headdresses
+- **Youth:** Age-appropriate court dress maintaining ceremonial dignity
+- **Royal:** Full ceremonial regalia appropriate to Habsburg court protocol
+
+**Fabric Behavior with Period Accuracy:**
+
+- **Spanish Velvet:** Rich, light-absorbing darkness, ceremonial weight, court protocol colors
+- **Court Lace:** Precise geometric patterns, Spanish golilla style, formal ceremonial function
+- **Silk Taffeta:** Court-appropriate sheen, formal drape, ceremonial colors
+- **Court Brocade:** Spanish court patterns, gold thread work, ceremonial significance
+- **Ceremonial Elements:** Orders of knighthood, court chains, formal court accessories
+
+**Accessory Caps:** Court ceremonial (3-4 items maximum)
+
+- **Primary:** Court chains, orders of knighthood, ceremonial jewelry
+- **Secondary:** Formal gloves, court collars, ceremonial elements
+- **Tertiary:** Court buttons, formal clasps, protocol accessories
+- **Micro:** Court details, formal elements supporting ceremonial dignity
+
+**Color Palette Restrictions:** Spanish court colors with Habsburg formality - ceremonial blacks, court browns, formal grays, gold accents. Avoid bright colors inappropriate to Spanish court dignity.
+
+**Wardrobe Variation Required:** Cycle through documented Spanish court dress variations - Habsburg protocol, ceremonial levels, court hierarchy distinctions.
+
+**Props (≤2 total):**
+
+- **Hero Prop:** Court regalia, documents of state, ceremonial objects, symbols of authority
+- **Micro Prop:** Formal accessories, court elements, ceremonial details
+
+**YAML Prop Pools:**
+
+```yaml
+court_ceremony:
+  - ceremonial_chain
+  - court_document
+  - order_insignia
+  - formal_gloves
+
+royal_authority:
+  - scepter_element
+  - court_seal
+  - ceremonial_key
+  - protocol_staff
+
+spanish_court:
+  - golilla_collar
+  - court_medal
+  - formal_document
+  - ceremonial_element
+```
+
+**Coherence Filter:** All elements must support Spanish Habsburg court authenticity 1630s-1660s; fallback to austere court dignity.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- ❌ "Original aspect ratio," "source dimensions," "unmodified framing"
+- ❌ Idealization without psychological truth disrupting naturalistic honesty
+- ❌ Purely decorative treatment lacking psychological depth
+- ❌ Simplified or stylized approach reducing revolutionary technique
+- ❌ Modern psychological interpretations contradicting period methods
+
+**Canvas Positives (≥2):**
+
+- ✅ "Exactly 3:4 ratio," "recomposed for classical portrait format"
+- ✅ "Revolutionary loose brushwork with atmospheric perspective," "variable brushstroke density"
+- ✅ "Psychological penetration with ceremonial dignity," "unflinching naturalistic truth"
+- ✅ "Manera abreviada technique," "forms defined by light-shadow patches"
+- ✅ "Spanish court workshop standards with innovative methods"
+
+**Vocabulary Warnings:** Avoid "decorative," "ornamental," "idealized" which contradict Velázquez's naturalistic truth. Emphasize "psychological," "naturalistic," "atmospheric," "revolutionary," "penetrating."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical Emphasis:** Subject dominance ≥70% with psychological commanding presence
+- **Hierarchical Staging:** Atmospheric depth supporting figure prominence and psychological impact
+- **Format Considerations:** Classical portrait proportions supporting revolutionary naturalistic approach
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Atmospheric perspective with revolutionary spatial depth; forms emerging from neutral backgrounds through light-shadow modeling
+- **Grid/Symmetry:** Psychological asymmetry supporting character revelation over formal balance
+- **Figure:Ground Ratio:** 65% figure prominence, 35% atmospheric context creating spatial depth
+- **Density Percentage:** Variable detail concentration - maximum precision in psychological focus areas, atmospheric looseness in supporting elements (optimal viewing 6-8 feet)
+- **Lighting Logic:** Dramatic chiaroscuro creating theatrical spotlighting effect, revealing character through strategic illumination
+- **Detail:Negative Space Ratio:** Revolutionary selectivity - psychological truth through economical means
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Canvas with Spanish court workshop preparation, revolutionary technique standards
+- **Frame/Band Anchor:** Omit entirely - pure painted psychological achievement
+- **Production Context Anchor:** Spanish Habsburg court workshop with revolutionary naturalistic methods
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 classical portrait format
+
+**Environmental Integration:** Neutral atmospheric backgrounds (court gray-brown tonalities), architectural elements (Spanish court settings), or atmospheric depth supporting figure prominence without competition.
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Omit entirely
+
+**Historical Accuracy:** Spanish court portraits of this period focused purely on psychological and ceremonial painted achievement without text integration. Velázquez's revolutionary approach emphasized the power of naturalistic observation over textual elements.
+
+**Format-Specific Rules:** Museum documentation standard emphasizes pure artistic psychological achievement without textual distraction.
+
+------
+
+## Historical Context Integration
+
+**Revolutionary Technique:** Velázquez's breakthrough innovation was the "manera abreviada" - loose brushwork that appears abstract up close but resolves into startling realism at proper viewing distance. This technique, centuries ahead of its time, directly influenced later Impressionism and modern painting.
+
+**Spanish Court Context:** Portraits served complex dual function - maintaining Habsburg ceremonial dignity while documenting psychological truth with unprecedented honesty. Revolutionary approach to royal imagery emphasizing human character within ceremonial framework.
+
+**Psychological Innovation:** Velázquez's unique genius was "walking along the edge of the precipice" - remaining close to realistic documentation while unlocking "the greatest and deepest things that man can feel." This psychological penetration combined with technical innovation created new paradigm for portraiture.
+
+**Cultural Authority:** Established as "painter of painters" whose influence extended from contemporaries like Rembrandt through modern masters including Manet, Picasso, and Francis Bacon. His revolutionary technique and psychological insight continue to influence artists centuries later.
+
+**Technical Legacy:** His loose brushwork technique was so advanced that forms are defined by patches of hue and light-shadow contrast rather than linear definition - a revolutionary approach that anticipated Impressionism by 200 years and continues to influence contemporary naturalistic painting.
+
+---
diff --git a/styles/royal_portraiture/elisabeth_vigee_le_brun_royal_portrait.md b/styles/royal_portraiture/elisabeth_vigee_le_brun_royal_portrait.md
new file mode 100644
index 0000000..79b93b6
--- /dev/null
+++ b/styles/royal_portraiture/elisabeth_vigee_le_brun_royal_portrait.md
@@ -0,0 +1,274 @@
+---
+id: elisabeth_vigee_le_brun_royal_portrait
+group: "Royal Portraiture"
+movement: "Ancien Régime Portraiture"
+artist: "Élisabeth Vigée Le Brun"
+display_name: "Élisabeth Vigée Le Brun — Rococo Grace"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["3:4", "4:5", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "Salon canvases linger at 3:4, bust-length pastels close to 4:5, and oval medallions resolve at 1:1."
+modes: ["Salon Portrait", "Maternal Allegory"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "Seat queens or aristocrats amid silk drapery, with children or symbols nestled into soft diagonals."
+  identity_priority: ["expression", "fabric", "gesture"]
+about: >
+  Vigée Le Brun painted queens with satin highlights, powdered grace, and maternal charisma.
+  This card safeguards her pearly palette and lyrical poses while portraying new regimes.
+---
+
+**Timeframe:** Ancien Régime and revolutionary period, peak years (1778-1809) **Historical Context:** French aristocratic portraiture, maternal intimacy revolution, international exile success
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Face-Treatment Flag:** `glazing-layers-buildup` (oil on wood panel with enamel-like glazing technique)
+- **Pose Flag:** `graceful-fluid` (elegant positioning with natural informality and maternal warmth for feminine subjects; classical dignity with restrained elegance for masculine subjects)
+- **Canvas Control Flag:** `strict-reframe` (recompose entirely for target ratio)
+- **Anti-Conventional Bias:** Authority to generate deliberately intimate, maternal expressions when historically accurate
+- **Material Physics Authority:** Rubens-inspired glazing technique, golden highlights, transparent shadows
+- **Period Production Authenticity:** 1780s-1800s European court workshop methods, flattering naturalism standards
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait) - ignore source image dimensions completely.
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in Élisabeth Vigée Le Brun's elegant court portrait style (1770s-1800s).
+
+- Preserve likeness through **graceful idealization** with emphasis on feminine elegance
+- **Timeframe:** Peak Ancien Régime and émigré period (1778-1809)
+- **Degree of likeness:** Elegantly flattering while maintaining recognizable features; emphasis on grace
+- **Emotional tone:** Graceful elegance, refined sensibility, aristocratic charm (maternal warmth for feminine subjects; classical dignity for masculine subjects)
+- **Pose conventions:** Graceful three-quarter poses for feminine subjects; classical dignified positioning for masculine subjects; elegant hand positioning appropriate to subject
+- **IP Safeguard Declaration:** Create original late 18th-century aristocratic attire avoiding copyrighted elements
+- **Face-Treatment Flag:** `glazing-layers-buildup`
+- **Pose Flag:** `graceful-fluid`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Vigée Le Brun's gender-appropriate approach overrides any source characterization - maternal warmth and aristocratic refinement for feminine subjects; classical dignity and restrained elegance for masculine subjects
+- **Mode Selector:** Gallery (aristocratic portraiture with revolutionary intimacy)
+
+The final result must be an elegant celebration of aristocratic femininity and refined taste.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `3:4` (classical portrait format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely - extend elegant backgrounds or natural settings
+- **Spatial Allocation:** Subject positioned with graceful elegance, maternal intimacy when appropriate
+- **Background Treatment:** Extend naturalistic landscapes, elegant architectural elements, or atmospheric backgrounds seamlessly
+- **Format Justification:** 3:4 ratio serves Vigée Le Brun's elegant court tradition with optimal graceful proportions and maternal intimacy
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Influences:** Rubens' glazing technique and color mastery, Raphael's Madonna compositions, Rousseau's naturalism philosophy, Old Master study through husband's collection
+
+**Medium/Production method:** Oil on wood panel with sophisticated glazing technique creating enamel-like quality. Paint application: building up pictorial surface with layers, colored glazes for flesh modeling. Golden highlights applied thickly, shadows strong but transparent.
+
+**Thematic purpose:** Aristocratic portraiture emphasizing grace, refinement, and revolutionary maternal intimacy - modernizing formal court traditions with natural sensibility and authentic emotional connection.
+
+**Hallmark motifs with quantified specifications:**
+
+- Revolutionary maternal warmth (intimate embraces, authentic smiles showing teeth - scandalous for period)
+- Rubens-inspired glazing technique (3-4 transparent layers building luminous flesh tones)
+- Natural hair styling (no powder, flowing natural textures inspired by Rousseau ideals)
+- Elegant costume simplicity (muslin dresses, flowing fabrics, rejection of rigid court fashion)
+- Golden highlight technique (thick paint application, always golden tonality as specified in her memoirs)
+
+**Period framing:** Late Ancien Régime France (1770s-1800s), revolutionary maternal portraiture, international aristocratic exile networks
+
+**Tone Tag:** Graceful elegance, maternal tenderness, aristocratic refinement, natural sensibility
+
+**Production Era Authenticity:** French court workshop standards adapted for revolutionary intimacy, international European court expectations during exile period
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Smooth, refined brushwork with elegant contours creating enamel-like surface quality. Brushstrokes building up pictorial surface through layering rather than visible individual marks. Emphasis on graceful form through sophisticated glazing technique.
+
+**Anatomical Stylization:** Idealized feminine proportions with graceful elongation emphasizing aristocratic refinement. Measurement specifications: classical proportions adapted for elegant femininity, maternal poses showing authentic physical intimacy.
+
+**Detail Hierarchy:** Rubens-inspired technique - colored glazes modeling subtle flesh tones, thick golden highlights, transparent shadows. Fabric rendering emphasizing texture variety: silk sheen, muslin simplicity, lace delicacy, natural hair flow.
+
+**Coloring Method:** Sophisticated glazing palette derived from Rubens study - "strong but transparent shadows," thick golden highlights. Flesh tones: warm, luminous through multiple glaze layers. Background: naturalistic landscape colors or elegant architectural tones.
+
+**Texture Specifications:** Flesh (enamel-like smoothness through glazing, 3-4 layer buildup); fabric (silk reflectivity, muslin simplicity, natural drape); hair (flowing natural texture, no powder effects); highlights (thick, golden application as specified).
+
+**Pose Anchors:** Head positioning: graceful tilts showing maternal warmth or aristocratic elegance for feminine subjects; dignified classical positioning for masculine subjects; shoulder placement: natural informality breaking court rigidity for women, restrained elegance maintaining classical bearing for men; gesture economy: meaningful hand positions showing relationship dynamics or intellectual refinement as appropriate to subject gender.
+
+**Scale Hierarchy Anchor:** Proportions idealized for aristocratic femininity while maintaining authentic maternal intimacy when appropriate.
+
+**Material Authenticity Anchor:** Authentic 18th-century oil painting surface with wood panel preparation and period-appropriate glazing technique.
+
+**Period Consistency Anchor:** All elements historically accurate to 1770s-1800s French and European court standards with revolutionary intimacy innovations.
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 portrait format with elegant grace and maternal warmth when appropriate.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Aristocratic Feminine:** Simple muslin dresses (revolutionary for court), flowing silk gowns, natural elegance
+- **Revolutionary Maternal:** Informal embrace-friendly clothing, natural draping, accessible necklines for children
+- **Masculine Subjects:** Classical dignity with restrained elegance - avoid excessive maternal warmth, focus on noble bearing and intellectual refinement
+- **Court Traditional:** Formal aristocratic dress when required by patron expectations
+- **International Exile:** Adapted court dress for various European aristocratic expectations
+
+**Fabric Behavior with Period Accuracy:**
+
+- **Muslin:** Revolutionary simplicity, natural drape, Rousseau-influenced naturalism
+- **Silk:** Elegant sheen, refined drape, aristocratic luxury
+- **Natural Elements:** Flowing ribbons, simple jewelry, emphasis on natural beauty
+- **Hair Treatment:** No powder (revolutionary innovation), natural flowing textures, simple ornaments
+- **Maternal Adaptations:** Clothing allowing physical intimacy with children, accessible necklines
+
+**Accessory Caps:** Refined elegance (2-3 items maximum)
+
+- **Primary:** Simple pearl jewelry, natural hair ornaments, flowing ribbons
+- **Secondary:** Elegant gloves, refined brooches, maternal symbols
+- **Tertiary:** Simple rings, hair ribbons, natural elements
+- **Micro:** Fabric details, natural textures
+
+**Color Palette Restrictions:** Late 18th-century aristocratic palette with revolutionary simplicity - elegant whites (muslin revolution), soft pastels, natural flesh tones, refined blues and pinks. Avoid harsh or artificial colors.
+
+**Wardrobe Variation Required:** Cycle through documented Vigée Le Brun innovations - muslin simplicity, natural hair, maternal accessibility, international court adaptations.
+
+**Props (≤2 total):**
+
+- **Hero Prop:** Children (when maternal theme), artist tools (palette, brushes), symbols of refinement
+- **Micro Prop:** Flowers (roses preferred), books, musical instruments, maternal accessories
+
+**YAML Prop Pools:**
+
+```yaml
+maternal_intimacy:
+  - child_embrace
+  - infant_nursing
+  - maternal_gesture
+  - protective_positioning
+
+aristocratic_refinement:
+  - artist_palette
+  - elegant_book
+  - rose_flower
+  - pearl_strand
+
+masculine_dignity:
+  - classical_architecture
+  - intellectual_book
+  - landscape_vista
+  - noble_bearing_symbols
+
+natural_elements:
+  - flowing_ribbon
+  - simple_flower
+  - natural_setting
+  - landscape_background
+```
+
+**Coherence Filter:** All elements must support late 18th-century aristocratic elegance with revolutionary maternal intimacy; fallback to graceful simplicity.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- ❌ "Original aspect ratio," "source dimensions," "unmodified framing"
+- ❌ Harsh or unflattering realism disrupting elegant idealization
+- ❌ Rigid court formality contradicting revolutionary intimacy
+- ❌ Modern interpretations of femininity or motherhood
+- ❌ Powder or artificial court styling contradicting natural philosophy
+
+**Canvas Positives (≥2):**
+
+- ✅ "Exactly 3:4 ratio," "recomposed for elegant portrait format"
+- ✅ "Rubens-inspired glazing technique with enamel-like quality," "golden highlights thick application"
+- ✅ "Revolutionary maternal intimacy with authentic emotional connection," "natural hair without powder"
+- ✅ "Graceful aristocratic elegance with refined simplicity," "strong transparent shadows"
+- ✅ "French court workshop standards with innovative natural sensibility"
+
+**Vocabulary Warnings:** Avoid "stiff," "rigid," "artificial" which contradict Vigée Le Brun's natural philosophy. Emphasize "graceful," "elegant," "maternal," "natural," "refined."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical Emphasis:** Subject dominance ≥75% with graceful elegant presence
+- **Hierarchical Staging:** Natural informality supporting maternal intimacy or aristocratic refinement
+- **Format Considerations:** Classical portrait proportions supporting elegant grace with revolutionary intimacy
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Natural perspective supporting intimate viewing; maternal closeness when appropriate
+- **Grid/Symmetry:** Graceful asymmetry supporting natural informality over rigid court balance
+- **Figure:Ground Ratio:** 70% figure prominence, 30% elegant environmental context
+- **Density Percentage:** Refined detail concentration optimized for intimate viewing (3-4 feet distance)
+- **Lighting Logic:** Natural lighting creating luminous flesh tones through glazing technique; golden highlight effects
+- **Detail:Negative Space Ratio:** Elegant selectivity supporting overall aristocratic impression with maternal warmth
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Wood panel with elegant preparation, French court workshop standards
+- **Frame/Band Anchor:** Omit entirely - pure painted elegant achievement
+- **Production Context Anchor:** Late 18th-century French/European court workshop with revolutionary intimacy innovations
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 classical portrait format
+
+**Environmental Integration:** Natural landscape backgrounds (Rousseau influence), elegant architectural settings (aristocratic context), simple atmospheric backgrounds supporting figure prominence.
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Omit entirely
+
+**Historical Accuracy:** Late 18th-century aristocratic portraits focused purely on elegant painted achievement and revolutionary maternal intimacy without text integration. Vigée Le Brun's innovations emphasized natural beauty and authentic emotional connection over textual elements.
+
+**Format-Specific Rules:** Museum documentation standard emphasizes pure artistic elegance and maternal revolution without textual distraction.
+
+------
+
+## Historical Context Integration
+
+**Revolutionary Maternal Innovation:** Vigée Le Brun's transformation of aristocratic portraiture through authentic maternal intimacy - first artist to show teeth in smile (scandalous 1787), revolutionary natural hair styling, authentic physical embraces with children inspired by personal motherhood experience.
+
+**Ancien Régime Context:** Portraits served dual function - maintaining aristocratic elegance while introducing revolutionary natural sensibility influenced by Rousseau's philosophy. Her "chemise dress" scandal (1783) represented clash between rigid court formality and emerging natural ideals.
+
+**Technical Innovation:** Rubens-inspired glazing technique creating "enamel-like quality" through sophisticated layering. Her documented advice: "strong but transparent shadows," "thick golden highlights," building up pictorial surface through colored glazes rather than direct painting.
+
+**International Success:** Twelve-year exile (1789-1801) demonstrated universal appeal of her elegant style across European courts - successful adaptations for Italian, Austrian, and Russian aristocracy while maintaining signature maternal warmth and technical excellence.
+
+**Cultural Authority:** Established new paradigm for feminine portraiture combining aristocratic refinement with authentic emotional connection. Her revolutionary approaches (natural hair, simple muslin, maternal intimacy) influenced entire generation of portrait painters and redefined acceptable feminine representation in art.
+
+---
diff --git a/styles/royal_portraiture/franz_winterhalter_court_portrait.md b/styles/royal_portraiture/franz_winterhalter_court_portrait.md
new file mode 100644
index 0000000..3288779
--- /dev/null
+++ b/styles/royal_portraiture/franz_winterhalter_court_portrait.md
@@ -0,0 +1,268 @@
+---
+id: franz_winterhalter_court_portrait
+group: "Royal Portraiture"
+movement: "19th-Century Court Portraiture"
+artist: "Franz Xaver Winterhalter"
+display_name: "Franz Xaver Winterhalter — Satin Spectacle"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["3:4", "2:3", "5:4"]
+ratios_status: "provisional"
+ratios_notes: "Grand ball portraits unfurl at 2:3, seated likenesses anchor to 3:4, and oval parlor canvases near 5:4."
+modes: ["Ballroom Splendor", "Intimate Salon"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "Drape silks in cascading diagonals, letting tiaras and gloves trail toward the viewer."
+  identity_priority: ["fabric", "gesture", "sparkle"]
+about: >
+  Winterhalter orchestrated court fashion into whirlwind satin, prismatic jewels, and airy brushstrokes.
+  We echo his glamour lighting and sweeping trains while inviting contemporary monarchs. 
+---
+
+**Timeframe:** Mid-19th century European courts, peak years (1835-1873) **Historical Context:** Victorian royal portraiture, European monarchy zenith, luxurious materialism
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Face-Treatment Flag:** `oil-fat-over-lean` (oil on canvas with polished finish and meticulous preparation)
+- **Pose Flag:** `power-stance` (formal court positioning with aristocratic dignity and flattering idealization)
+- **Canvas Control Flag:** `strict-reframe` (recompose entirely for target ratio)
+- **Anti-Conventional Bias:** Authority to generate deliberately opulent, materialistic displays when historically accurate
+- **Material Physics Authority:** Intensive texture studies, polished finish, academic arrangement of poses
+- **Period Production Authenticity:** 1840s-1870s European court workshop methods, luxurious materialism standards
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Material authenticity:** No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait) - ignore source image dimensions completely.
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in Franz Xaver Winterhalter's mid-19th century court portrait style (1835-1873).
+
+- Preserve likeness through **flattering idealization** with emphasis on aristocratic elegance and material luxury
+- **Timeframe:** Peak European court period, Victorian era (1835-1873)
+- **Degree of likeness:** Elegantly flattering while maintaining recognizable features; emphasis on status and refinement
+- **Emotional tone:** Aristocratic dignity, material luxury, cosmopolitan elegance, royal authority
+- **Pose conventions:** Formal court positioning with aristocratic bearing; carefully constructed academic arrangements
+- **IP Safeguard Declaration:** Create original mid-19th century aristocratic attire avoiding copyrighted elements
+- **Face-Treatment Flag:** `oil-fat-over-lean`
+- **Pose Flag:** `power-stance`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Luxurious materialism and aristocratic refinement overrides any source characterization
+- **Mode Selector:** Gallery (court documentation with sumptuous elegance)
+
+The final result must be a carefully constructed image of status, elegance, and authority with dazzling technical virtuosity.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `3:4` (classical portrait format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely - extend sumptuous court backgrounds or elegant architectural elements
+- **Spatial Allocation:** Subject positioned with commanding aristocratic presence emphasizing status and luxury
+- **Background Treatment:** Extend rich court interiors, landscape vistas, or neutral backgrounds that support material display
+- **Format Justification:** 3:4 ratio serves Winterhalter's formal court tradition with optimal figure dignity and luxurious material emphasis
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Influences:** French academic tradition, Horace Vernet mentorship, Italian Renaissance study, cosmopolitan European court aesthetics
+
+**Medium/Production method:** Oil on canvas with polished finish achieved through intensive and meticulous preparation. Academic arrangement of individual studio poses preceded by careful studies using professional models. Multiple media combinations: black chalk, oil paint, and gouache for preparatory work.
+
+**Thematic purpose:** Court portraiture emphasizing status, elegance, and authority - creating carefully constructed images of aristocratic power through material luxury and technical virtuosity.
+
+**Hallmark motifs with quantified specifications:**
+
+- Masterful textile rendering (silk with specific light reflection angles, tulle ethereal transparency, pearl luminosity)
+- Luxurious material display (detailed fabric textures, jewelry precision, courtly accessories)
+- Flattering yet dignified approach (idealized features maintaining individual character)
+- Academic pose construction (carefully placed figures, studied arrangements, formal dignity)
+- Polished surface finish (intensive preparation resulting in refined, elegant surface quality)
+
+**Period framing:** Mid-19th century European courts (1835-1873), Victorian monarchy zenith, international aristocratic networks
+
+**Tone Tag:** Aristocratic dignity, material luxury, cosmopolitan elegance, technical virtuosity
+
+**Production Era Authenticity:** Mid-19th century European court workshop standards with academic preparation methods and luxurious material emphasis
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Polished, refined brushwork creating smooth, elegant surface finish. Academic precision in drawing with careful attention to proportion and idealization. Invisible brushwork subordinated to overall refined effect.
+
+**Anatomical Stylization:** Idealized proportions with flattering enhancement while maintaining individual character recognition. Academic standards applied to figure construction with emphasis on aristocratic bearing.
+
+**Detail Hierarchy:** Intensive study of luxurious materials - silk (specific sheen patterns, drape behavior), tulle (transparency effects, ethereal quality), velvet (light absorption, rich texture), precious metals (reflective precision), pearls (luminous quality with surface modeling).
+
+**Coloring Method:** Rich, harmonious palette emphasizing luxury materials. Sophisticated color relationships supporting aristocratic refinement. Flesh tones: idealized yet natural, enhanced for flattering effect.
+
+**Texture Specifications:** Silk (45-degree highlight reflection, fluid drape); Tulle (semi-transparent layering, ethereal lightness); Velvet (light-absorbing depth, rich pile); Pearls (luminous surface with subtle reflection mapping); Metal (mirror-bright highlights, precise edge definition).
+
+**Pose Anchors:** Head positioning: aristocratic dignity with slight elevation; Shoulder placement: formal court bearing emphasizing status; Weight distribution: balanced formal stance; Gesture economy: meaningful hand positions displaying rings, holding symbols of authority.
+
+**Scale Hierarchy Anchor:** Proportions idealized for aristocratic enhancement - slight elongation for elegance, refined features for flattering effect.
+
+**Material Authenticity Anchor:** Authentic 19th-century oil painting surface with period-appropriate canvas preparation and academic technique.
+
+**Period Consistency Anchor:** All elements historically accurate to 1835-1873 European court standards with academic workshop methods.
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 portrait format with aristocratic commanding presence and material luxury display.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Royal Feminine:** Court gowns with extensive trains, elaborate jewelry, crowns and tiaras, ceremonial robes
+- **Royal Masculine:** Military dress uniforms, ceremonial orders, formal court dress, royal regalia
+- **Aristocratic Feminine:** Elegant ball gowns, fashionable day wear, refined jewelry, sophisticated accessories
+- **Aristocratic Masculine:** Formal court dress, military uniforms with decorations, elegant civilian attire
+
+**Fabric Behavior with Period Accuracy:**
+
+- **Silk:** High reflectivity, specific drape patterns, luxurious sheen with documented light behavior
+- **Tulle:** Ethereal transparency, layered effects, delicate volume creation
+- **Velvet:** Rich light absorption, pile direction visibility, luxurious weight and drape
+- **Satin:** Mirror-like reflectivity, crisp edges, formal elegance
+- **Ermine:** Individual hair rendering, royal symbolism, luxurious texture
+- **Lace:** Intricate pattern work, transparency effects, delicate detail
+
+**Accessory Caps:** Elaborate (3-4 items maximum)
+
+- **Primary:** Crowns, tiaras, orders of knighthood, ceremonial jewelry
+- **Secondary:** Elegant gloves, court fans, formal sashes, decorative brooches
+- **Tertiary:** Precious rings, elaborate earrings, court medals, luxury buttons
+- **Micro:** Fabric trim details, small jeweled elements, refined textures
+
+**Color Palette Restrictions:** Mid-19th century court palette with luxurious emphasis - royal blues, deep crimsons, elegant whites, gold accents, rich blacks. Sophisticated color harmonies emphasizing material luxury.
+
+**Wardrobe Variation Required:** Cycle through documented European court fashion variations - French elegance, British formality, German precision, international aristocratic styles.
+
+**Props (≤2 total):**
+
+- **Hero Prop:** Crown, scepter, military sword, court documents, symbols of authority
+- **Micro Prop:** Elegant flowers, luxury accessories, books, refined objects
+
+**YAML Prop Pools:**
+
+```yaml
+royal_regalia:
+  - crown_tiara
+  - ceremonial_sword
+  - royal_scepter
+  - court_orders
+
+aristocratic_luxury:
+  - elegant_fan
+  - luxury_gloves
+  - precious_jewelry
+  - court_medal
+
+refined_elements:
+  - elegant_flowers
+  - luxury_book
+  - decorative_vase
+  - refined_furniture
+```
+
+**Coherence Filter:** All elements must support mid-19th century European court luxury with academic refinement; fallback to elegant simplicity with material emphasis.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- ❌ "Original aspect ratio," "source dimensions," "unmodified framing"
+- ❌ Rough or unrefined technique disrupting polished academic finish
+- ❌ Informal or casual treatment contradicting aristocratic dignity
+- ❌ Modern interpretations or anachronistic elements
+- ❌ Simplified or stylized approach reducing luxurious material emphasis
+
+**Canvas Positives (≥2):**
+
+- ✅ "Exactly 3:4 ratio," "recomposed for classical court portrait format"
+- ✅ "Polished academic finish with intensive material studies," "luxurious textile rendering"
+- ✅ "Aristocratic dignity with flattering idealization," "formal court positioning"
+- ✅ "Carefully constructed academic arrangement," "meticulous preparation standards"
+- ✅ "Mid-19th century European court workshop methods with technical virtuosity"
+
+**Vocabulary Warnings:** Avoid "rough," "casual," "simple" which contradict Winterhalter's luxurious refinement. Emphasize "polished," "aristocratic," "luxurious," "refined," "elegant."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical Emphasis:** Subject dominance ≥70% with aristocratic commanding presence
+- **Hierarchical Staging:** Academic arrangement supporting material luxury display and status projection
+- **Format Considerations:** Classical portrait proportions supporting formal court dignity with luxurious emphasis
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Academic perspective supporting aristocratic elevation; formal court viewing angle
+- **Grid/Symmetry:** Carefully balanced composition with academic precision supporting dignity
+- **Figure:Ground Ratio:** 65% figure prominence, 35% luxurious environmental context
+- **Density Percentage:** High detail concentration on luxury materials optimized for formal viewing (4-6 feet distance)
+- **Lighting Logic:** Sophisticated studio lighting creating ideal material display and flattering flesh modeling
+- **Detail:Negative Space Ratio:** Academic selectivity supporting overall aristocratic impression with material luxury
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Canvas with academic preparation, mid-19th century court workshop standards
+- **Frame/Band Anchor:** Omit entirely - pure painted aristocratic achievement
+- **Production Context Anchor:** European court workshop with academic standards and luxurious material emphasis
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 classical portrait format
+
+**Environmental Integration:** Rich court interiors (elaborate furniture, architectural elements), elegant landscape vistas (aristocratic estates), or sophisticated neutral backgrounds supporting figure prominence and material display.
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Omit entirely
+
+**Historical Accuracy:** Mid-19th century court portraits focused purely on painted aristocratic achievement and material luxury display without text integration. Winterhalter's academic approach emphasized technical virtuosity and refined elegance over textual elements.
+
+**Format-Specific Rules:** Museum documentation standard emphasizes pure artistic refinement and luxurious material display without textual distraction.
+
+------
+
+## Historical Context Integration
+
+**Court Portrait Revolution:** Winterhalter's transformation of European court portraiture through flattering idealization combined with material luxury emphasis. His cosmopolitan style transcended national boundaries, becoming the preferred aesthetic for aristocracy across Europe.
+
+**Victorian Era Context:** Portraits served to project aristocratic authority and refinement during the zenith of European monarchy. Material luxury and technical virtuosity demonstrated both personal wealth and cultural sophistication appropriate to ruling class status.
+
+**Technical Innovation:** Academic preparation methods using professional models and careful studies in multiple media. His intensive study of luxury materials created unprecedented tactile realism that enhanced the aristocratic appeal of his portraits.
+
+**International Success:** Career spanning major European courts - French (Louis-Philippe, Napoleon III), British (Queen Victoria), German, Austrian, Russian, Spanish, and Portuguese royalty. Universal appeal of his elegant, flattering style across cultural boundaries.
+
+**Cultural Authority:** Established definitive visual record of mid-19th century European aristocracy at height of power. Queen Victoria's assessment: "His works will rank in time with Vandyck...There was not another portrait painter like him in the world." His carefully constructed images of status and elegance became the standard for aristocratic representation.
+
+---
diff --git a/styles/royal_portraiture/hans_holbein_tudor_portrait.md b/styles/royal_portraiture/hans_holbein_tudor_portrait.md
new file mode 100644
index 0000000..6099f98
--- /dev/null
+++ b/styles/royal_portraiture/hans_holbein_tudor_portrait.md
@@ -0,0 +1,259 @@
+---
+id: hans_holbein_tudor_portrait
+group: "Royal Portraiture"
+movement: "Tudor Court Painting"
+artist: "Hans Holbein the Younger"
+display_name: "Hans Holbein — Tudor Court Exactitude"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["3:4", "4:5", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "Holbein's oak panels favor 3:4, jewel miniatures contract to 1:1, and altar commissions breathe across 4:5."
+modes: ["Court Panel", "Diplomatic Miniature"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: false
+about: >
+  Holbein mapped Henry VIII's court with razor drawing, translucent glazes, and heraldic symbolism.
+  This card keeps his chalk precision and velvet blacks while updating the sitter roster.
+---
+
+**Timeframe:** Tudor court period, peak years (1526-1543) **Historical Context:** Protestant Reformation crisis, English court propaganda, diplomatic portraiture
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression unless photographic
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+- **Face-Treatment Flag:** `oil-fat-over-lean` (oil on oak panel with precise glazing techniques)
+- **Pose Flag:** `frontal-rigid` or `contrapposto` (formal court positioning with ceremonial dignity)
+- **Canvas Control Flag:** `strict-reframe` (recompose entirely for target ratio)
+- **Anti-Conventional Bias:** Authority to generate deliberately uncomfortable psychological penetration when historically accurate
+- **Material Physics Authority:** Oil paint thickness 2-3mm, oak panel preparation, chalk ground, invisible brushwork
+- **Period Production Authenticity:** 1530s court workshop methods, guild-trained precision, diplomatic documentation requirements
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait) - ignore source image dimensions completely.
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in Hans Holbein the Younger's Northern Renaissance court portrait style (1520s-1540s).
+
+- Preserve likeness through **meticulous realism** and precise character documentation
+- **Timeframe:** Tudor court period, peak years (1526-1543)
+- **Degree of likeness:** Extremely faithful documentation; unflinching realism with symbolic dignity
+- **Emotional tone:** Authoritative, dignified, psychologically penetrating, ceremonially formal
+- **Pose conventions:** Frontal or three-quarter view; hands positioned to display rings; formal court stance
+- **IP Safeguard Declaration:** Create original Tudor court attire and accessories avoiding copyrighted elements
+- **Face-Treatment Flag:** `oil-fat-over-lean`
+- **Pose Flag:** `frontal-rigid`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Northern European precision overrides any source stylization
+- **Mode Selector:** Gallery (museum documentation standard)
+
+The final result must be a masterful painted document combining Northern European precision with royal gravitas.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `3:4` (classical portrait format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely - extend background architectural elements
+- **Spatial Allocation:** Subject positioned upper-third, hands in lower-third for symbolic display
+- **Background Treatment:** Extend rich damask hangings or neutral architectural space seamlessly
+- **Format Justification:** 3:4 ratio serves Holbein's formal court documentation tradition with optimal figure-to-background proportion
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Influences:** Flemish primitive precision, Italian Renaissance dignity, German attention to material detail, court propaganda requirements
+
+**Medium/Production method:** Oil on oak panel with precise glazing techniques. Canvas preparation: chalk ground, multiple thin oil layers, invisible brushwork building luminous surface depth. Paint thickness 2-3mm with scientific color accuracy.
+
+**Thematic purpose:** Official royal documentation and dynastic propaganda serving Tudor court political needs during Protestant Reformation crisis.
+
+**Hallmark motifs with quantified specifications:**
+
+- Meticulous textile rendering (every thread and pattern documented)
+- Jewelry precision (gemstone reflections, metalwork detail, chain link accuracy)
+- Psychological penetration (direct gaze, subtle character revelation)
+- Symbolic object placement (rings, pendants, books positioned for meaning)
+- Architectural dignity (column capitals, wall hangings, spatial gravitas)
+
+**Period framing:** English Reformation court (1530s-1540s), diplomatic crisis, religious schism, royal marriage politics
+
+**Tone Tag:** Documentary authority, ceremonial dignity, psychological truth, political propaganda
+
+**Production Era Authenticity:** Guild workshop standards, Northern European oil techniques, court painter protocols, diplomatic documentation precision
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Invisible brushwork with scientific precision; sharp contours defining form through light modeling; emphasis on material truth over linear expression. Tool marks: fine sable brushes, methodical glazing strokes, edge precision 0.5mm tolerance.
+
+**Anatomical Stylization:** Naturalistic proportions with unflinching accuracy; precise physiognomy documenting individual character; no idealization beyond natural dignity. Measurement specifications: head-to-body ratio 1:7.5, hand proportions scientifically accurate.
+
+**Detail Hierarchy:** Extreme attention to surface materials - fur texture (individual hair rendering), silk sheen (light reflection angles), velvet nap (pile direction), metal reflectivity (environmental mapping), skin texture (pore-level precision).
+
+**Coloring Method:** Rich, deep palette using period pigments; jewel tones (ultramarine, vermillion, gold leaf); precise color matching; symbolic color deployment. Glazing technique: 3-5 transparent layers building luminous depth.
+
+**Texture Specifications:** Fur (1mm individual hair strokes), silk (45-degree highlight angles), velvet (perpendicular pile rendering), metal (mirror-sharp reflections), skin (subtle sfumato transitions). Surface depth: 2-3mm paint thickness with authentic oil behavior.
+
+**Pose Anchors:** Head tilt: 0-15 degrees maximum; shoulder angle: square to picture plane or 15-degree turn; weight distribution: formal balance; gesture economy: minimal movement, hands positioned for ring display.
+
+**Scale Hierarchy Anchor:** All proportions scientifically accurate unless ceremonially enhanced (shoulders broadened 10% maximum for authority).
+
+**Material Authenticity Anchor:** Authentic 16th-century oil painting surface with period-appropriate cracking patterns and oil sink-in characteristics.
+
+**Period Consistency Anchor:** All elements historically accurate to 1530s-1540s court workshop standards.
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 portrait format with formal court positioning.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Adult Masculine:** Slashed doublet, velvet jerkin, fur-trimmed overcoat, court chain, flat cap with brooch
+- **Adult Feminine:** Court gown, French hood or English gable hood, partlet, ceremonial jewelry
+- **Youth:** Simplified adult styles appropriate to age and status
+- **Clerical:** Academic robes, fur tippet, scholar's cap, religious pendant
+
+**Fabric Behavior with Period Accuracy:**
+
+- **Velvet:** Heavy drape, light-absorbing surface, pile direction visible
+- **Silk:** Reflective sheen, crisp edges, taffeta stiffness
+- **Fur:** Individual hair rendering, natural color variation, luxury weight
+- **Wool:** Matte surface, structured tailoring, court-quality weaving
+- **Linen:** Crisp whiteness, fine pleating, undergarment precision
+
+**Accessory Caps:** Elaborate (3-4 items maximum)
+
+- **Primary:** Court chain or collar of office
+- **Secondary:** Signet rings, religious pendant
+- **Tertiary:** Fur trim, decorative buttons
+- **Micro:** Belt buckle, sleeve ties
+
+**Color Palette Restrictions:** Tudor court colors with period dye accuracy - deep reds (madder), blues (ultramarine), blacks (carbon), golds (leaf and ochre), whites (lead). Avoid modern synthetic colors.
+
+**Wardrobe Variation Required:** Cycle through historically documented court dress variations - Italian influence, German fashion, English tradition.
+
+**Props (≤2 total):**
+
+- **Hero Prop:** Book (religious text, diplomatic document), musical instrument, or court regalia
+- **Micro Prop:** Letter, small devotional object, or seal
+
+**YAML Prop Pools:**
+
+```yaml
+court_regalia:
+  - chain_of_office
+  - signet_ring
+  - court_medallion
+  - ceremonial_dagger
+
+scholarly_objects:
+  - bound_book
+  - astronomical_instrument
+  - writing_tablet
+  - seal_matrix
+
+devotional_items:
+  - religious_pendant
+  - prayer_book
+  - rosary_beads
+  - devotional_medal
+```
+
+**Coherence Filter:** All elements must support Tudor court authenticity 1530s-1540s; fallback to clean, minimal scene if unclear.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- ❌ "Original aspect ratio," "source dimensions," "unmodified framing"
+- ❌ Romantic idealization without psychological truth
+- ❌ Simplified or stylized treatment reducing documentary precision
+- ❌ Modern painting techniques (impasto, expressionist brushwork)
+- ❌ Decorative or ornamental treatment without substance
+
+**Canvas Positives (≥2):**
+
+- ✅ "Exactly 3:4 ratio," "recomposed for classical portrait format"
+- ✅ "Invisible brushwork with scientific precision," "2-3mm paint thickness"
+- ✅ "Period-accurate oil glazing technique," "oak panel preparation"
+- ✅ "Documentary psychological penetration," "ceremonial court dignity"
+- ✅ "Tudor workshop standards with guild precision"
+
+**Vocabulary Warnings:** Avoid "ornate," "ornamental," "decorative" which suggest surface treatment over substance. Emphasize "documentary," "precise," "ceremonial," "authoritative."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical Emphasis:** Subject dominance ≥75% of canvas height
+- **Hierarchical Staging:** Face in upper third, hands in lower third for symbolic display
+- **Format Considerations:** Classical portrait proportions supporting formal court dignity
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Single-point perspective with architectural framing elements; Northern European spatial accuracy
+- **Grid/Symmetry:** Formal bilateral balance with slight asymmetry for psychological interest
+- **Figure:Ground Ratio:** 70% figure dominance, 30% environmental context
+- **Density Percentage:** High detail concentration optimized for close viewing (2-3 feet distance)
+- **Lighting Logic:** Single-source illumination (window left) creating form-revealing shadows; Renaissance chiaroscuro adapted to Northern precision
+- **Detail:Negative Space Ratio:** Maximum detail density supporting documentary function
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Oak panel with chalk ground preparation, studio wall mounting
+- **Frame/Band Anchor:** Omit entirely - pure painted achievement without decorative framing
+- **Production Context Anchor:** Tudor court workshop with diplomatic documentation standards
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 classical portrait format
+
+**Environmental Integration:** Rich damask wall hangings, architectural elements (columns, pilasters), or neutral backgrounds supporting figure prominence without competition.
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Omit entirely
+
+**Historical Accuracy:** Court portraits of this period focused purely on painted achievement without text integration. Any inscription would have been added separately to frame or cartouche, not integrated into painted surface.
+
+**Format-Specific Rules:** Museum documentation standard emphasizes pure artistic achievement without textual distraction.
+
+------
+
+## Historical Context Integration
+
+**Protestant Reformation Impact:** Holbein's career pivot from religious art to court portraiture due to iconoclastic destruction of traditional commissions. This crisis forced adaptation to secular patronage, resulting in revolutionary psychological portraiture serving political propaganda needs.
+
+**Court Politics:** Portraits functioned as diplomatic tools during Henry VIII's break with Rome, marriage negotiations, and dynastic propaganda. Each portrait carried political weight requiring absolute accuracy and symbolic sophistication.
+
+**Technical Innovation:** Holbein's synthesis of Flemish precision, Italian dignity, and German material truth created new standard for court portraiture that defined the genre for centuries.
+
+**Cultural Authority:** Works served as definitive visual documents of Tudor court, with Holbein functioning as "the cameraman of Tudor history" whose images became the permanent record of this pivotal historical moment.
+
+---
diff --git a/styles/royal_portraiture/jacques_louis_david_state_portrait.md b/styles/royal_portraiture/jacques_louis_david_state_portrait.md
new file mode 100644
index 0000000..c183047
--- /dev/null
+++ b/styles/royal_portraiture/jacques_louis_david_state_portrait.md
@@ -0,0 +1,266 @@
+---
+id: jacques_louis_david_state_portrait
+group: "Royal Portraiture"
+movement: "Neoclassical State Portraiture"
+artist: "Jacques-Louis David"
+display_name: "Jacques-Louis David — Revolutionary Statecraft"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["4:5", "3:4", "2:3"]
+ratios_status: "provisional"
+ratios_notes: "Imperial propaganda canvases breathe at 4:5, consular busts sit at 3:4, and equestrian triumphs extend to 2:3."
+modes: ["State Allegory", "Republican Bust"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "Seat the ruler amid Roman fasces, classical columns, and codified hand gestures."
+  identity_priority: ["gesture", "symbol", "lighting"]
+about: >
+  David framed Napoleon and revolutionary heroes with marble clarity, Roman props, and enamel paint.
+  We retain his hard edges, civic symbolism, and neoclassical light while swearing-in new leaders.
+---
+
+**Timeframe:** Late 18th to Early 19th century (1775-1825) **Historical Context:** French monarchy, Revolutionary period, Napoleonic Empire - moral exemplars through classical authority
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via classical idealization and moral authority, never psychological penetration
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** Linear contour construction supersedes tonal modeling
+- **Face-Treatment Flag:** `linear-anatomical-destruction` (precise contour definition with sculptural modeling)
+- **Pose Flag:** `hieratic-formal` (classical authority with rigid compositional control)
+- **Canvas Control Flag:** `strict-reframe` (recompose entirely for target ratio)
+- **Anti-Conventional Bias:** Authority to impose austere moral gravity over decorative pleasure
+- **Material Physics Authority:** Smooth polished surface, invisible brushwork, classical precision
+- **Period Production Authenticity:** Late 18th/early 19th century French academic methods with classical preparation
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Material authenticity:** Authentic oil painting surface with period-appropriate classical preparation and linear precision
+- **Classical Authority:** Impose Greco-Roman sculptural ideals and Enlightenment rationality over individual character
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait) - ignore source image dimensions completely.
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in Jacques-Louis David's Neoclassical aristocratic portrait style (1775-1825).
+
+- Preserve likeness through **classical idealization** with emphasis on moral authority and sculptural dignity
+- **Timeframe:** French Neoclassical period spanning monarchy, revolution, and empire (1775-1825)
+- **Degree of likeness:** Classically idealized while maintaining recognizable features; emphasis on moral exemplar over individual psychology
+- **Emotional tone:** Austere dignity, rational composure, classical authority, Enlightenment virtue
+- **Pose conventions:** Hieratic formality with rigid compositional control; calculated arrangement supporting moral message
+- **IP Safeguard Declaration:** Create original classical period attire avoiding copyrighted elements
+- **Face-Treatment Flag:** `linear-anatomical-destruction`
+- **Pose Flag:** `hieratic-formal`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Classical moral authority and linear precision overrides any source characterization
+- **Mode Selector:** Gallery (moral exemplar documentation with classical gravitas)
+
+The final result must embody Enlightenment virtue through rigorous classical composition and austere dignity.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `3:4` (classical portrait format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely - extend classical architectural backgrounds or neutral atmospheric spaces
+- **Spatial Allocation:** Subject positioned with classical formality emphasizing moral authority and rational composure
+- **Background Treatment:** Extend restrained classical architecture, neutral atmospheric effects, or symbolic elements supporting moral message
+- **Format Justification:** 3:4 ratio serves David's classical tradition with optimal moral authority and compositional control
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Influences:** Nicolas Poussin compositional rigor, classical Roman sculpture, Enlightenment philosophy, French academic tradition, Greek and Roman moral exemplars
+
+**Medium/Production method:** Oil on canvas with polished, invisible brushwork technique. Extensive preliminary drawing establishing precise linear contours. Classical preparation methods with smooth surface finish. Linear construction from contour outward, sculptural modeling through gradual tonal transitions. Invisible technique subordinated to classical ideal.
+
+**Thematic purpose:** Aristocratic portraiture serving as moral exemplars - creating classical authority figures embodying Enlightenment virtue, rational composure, and civic duty through rigorous compositional control and sculptural idealization.
+
+**Hallmark motifs with quantified specifications:**
+
+- Rigorous linear contours (precise edge definition, 1-2mm line weight, classical sculptural clarity)
+- Hieratic compositional control (geometric organization, 90-degree angle emphasis, architectural stability)
+- Classical drapery rendering (geometric fold patterns, sculptural weight simulation, 15-20 degree angle repetition)
+- Moral gesture economy (meaningful hand positions limited to 1-2 classical poses, symbolic object interaction)
+- Polished surface finish (invisible brushwork, smooth gradations, classical perfection ideal)
+
+**Period framing:** French Neoclassical era (1775-1825), Enlightenment rationality, classical revival, moral philosophy emphasis
+
+**Tone Tag:** Classical authority, moral gravitas, rational composure, austere dignity
+
+**Production Era Authenticity:** Late 18th/early 19th century French academic standards with classical preparation methods and linear precision emphasis
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Invisible brushwork creating polished, smooth surface finish. Classical linear precision with contour-based construction. Drawing through paint application maintaining sculptural clarity and academic perfection.
+
+**Anatomical Stylization:** Classical idealization based on Greco-Roman sculptural models. Academic proportions emphasizing dignity and moral authority through geometric harmony and rational structure.
+
+**Detail Hierarchy:** Hierarchical selectivity supporting moral message - sharp classical precision on authority-conveying features (face, hands, symbolic elements), controlled subordination of decorative elements to maintain austere dignity.
+
+**Coloring Method:** Restrained classical palette supporting moral gravitas. Sophisticated tonal relationships built through gradual modeling. Flesh tones: idealized classical modeling with sculptural clarity and dignity emphasis.
+
+**Texture Specifications:** Polished surface uniformity with invisible technique; Classical drapery (geometric fold patterns, sculptural weight, 15-20 degree repetitive angles); Flesh (smooth gradations, sculptural modeling, classical idealization); Accessories (precise material definition, symbolic clarity, restrained luxury indication).
+
+**Pose Anchors:** Head positioning: classical authority with frontal dignity emphasis; Shoulder placement: hierarchical formality supporting moral message; Weight distribution: geometric stability with rational composure; Gesture economy: 1-2 meaningful classical positions maximum, symbolic interaction emphasis.
+
+**Scale Hierarchy Anchor:** Proportions based on classical sculptural ideals - geometric harmony emphasizing moral authority, rational structure supporting Enlightenment virtue.
+
+**Material Authenticity Anchor:** Authentic late 18th/early 19th century oil technique with period-appropriate classical preparation and linear precision.
+
+**Period Consistency Anchor:** All elements historically accurate to 1775-1825 French Neoclassical standards with academic methods and moral philosophy emphasis.
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 classical portrait format with moral authority and hierarchical dignity.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Imperial Masculine:** Napoleonic court dress, military uniforms with decorations, imperial regalia, formal state attire
+- **Imperial Feminine:** Empire waist gowns, classical drapery, refined jewelry, neo-antique styling
+- **Aristocratic Masculine:** Late 18th century court dress, formal civilian attire, classical costume elements, moral authority indicators
+- **Aristocratic Feminine:** Classical gown styling, restrained luxury, virtue-indicating dress, neo-antique inspiration
+
+**Fabric Behavior with Period Accuracy:**
+
+- **Silk:** Controlled reflectivity with geometric highlight patterns, classical drape behavior, restrained luxury indication
+- **Velvet:** Structured depth with geometric fold emphasis, classical weight simulation
+- **Ermine:** Individual marking precision, royal symbolism, classical luxury standard
+- **Linen:** Classical simplicity with virtue emphasis, geometric drape patterns
+- **Brocade:** Restrained pattern work with moral message support, classical luxury hierarchy
+- **Classical Drapery:** Sculptural fold patterns with 15-20 degree repetitive angles, Greco-Roman inspiration
+
+**Accessory Caps:** Restrained Classical (1-2 items maximum) - emphasis on moral authority over decorative display
+
+- **Primary:** Classical laurel wreaths, imperial regalia, moral authority symbols, virtue indicators
+- **Secondary:** Restrained jewelry, classical pins, formal decorations, symbolic elements
+- **Micro:** Minimal decorative elements supporting moral message - classical details, virtue symbols
+
+**Color Palette Restrictions:** Classical restraint palette - dignified whites, authoritative reds, classical blues, moral browns, virtue-indicating earth tones. Sophisticated relationships supporting moral gravitas over decorative pleasure.
+
+**Wardrobe Variation Required:** Cycle through documented French Neoclassical standards - imperial formality, classical virtue, moral authority, Enlightenment dignity.
+
+**Props (≤2 total):**
+
+- **Hero Prop:** Books (intellectual authority), scrolls (classical learning), architectural elements (rational order), moral symbols (virtue indication)
+- **Micro Prop:** Classical details, geometric elements, architectural features, virtue symbols
+
+**YAML Prop Pools:**
+
+```yaml
+classical_authority:
+  - laurel_wreath
+  - classical_scroll
+  - architectural_column
+  - virtue_symbol
+
+moral_exemplar:
+  - philosophical_book
+  - classical_bust
+  - geometric_instrument
+  - rational_symbol
+
+enlightenment_dignity:
+  - classical_architecture
+  - virtue_inscription
+  - moral_attribute
+  - rational_order
+```
+
+**Coherence Filter:** All elements must support 1775-1825 French Neoclassical moral authority with classical dignity; fallback to austere simplicity with virtue emphasis.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- ❌ "Original aspect ratio," "source dimensions," "unmodified framing"
+- ❌ Rococo decorative pleasure disrupting classical moral gravity
+- ❌ Individual psychology contradicting moral exemplar status
+- ❌ Visible brushwork reducing polished classical perfection
+- ❌ Asymmetrical informality preventing hierarchical dignity
+
+**Canvas Positives (≥2):**
+
+- ✅ "Exactly 3:4 ratio," "recomposed for classical portrait format"
+- ✅ "Linear precision with polished invisible brushwork," "classical sculptural modeling"
+- ✅ "Moral authority through hierarchical dignity," "Enlightenment virtue emphasis"
+- ✅ "Geometric compositional control," "classical preparation with austere gravitas"
+- ✅ "1775-1825 French Neoclassical methods with moral exemplar status"
+
+**Vocabulary Warnings:** Avoid "decorative," "informal," "psychological" which contradict David's moral classical approach. Emphasize "classical," "moral," "austere," "rational," "virtuous."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical Emphasis:** Subject dominance ≥70% with classical moral commanding presence
+- **Hierarchical Staging:** Geometric organization supporting virtue message and rational authority
+- **Format Considerations:** Classical portrait proportions supporting moral exemplar status with austere dignity
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Classical frontality with moral authority viewing angle; rational hierarchical organization
+- **Grid/Symmetry:** Geometric precision with 90-degree emphasis supporting classical stability
+- **Figure:Ground Ratio:** 70% figure prominence, 30% classical environmental context supporting moral message
+- **Density Percentage:** Hierarchical selectivity with virtue emphasis optimized for formal contemplation (8-10 feet distance)
+- **Lighting Logic:** Classical modeling light creating sculptural dignity and moral authority revelation
+- **Detail:Negative Space Ratio:** Austere selectivity supporting overall moral impression with classical gravitas
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Canvas with classical academic preparation, late 18th/early 19th century French standards
+- **Frame/Band Anchor:** Omit entirely - pure painted moral achievement with classical authority
+- **Production Context Anchor:** French Neoclassical studio with academic standards and moral philosophy emphasis
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 classical portrait format
+
+**Environmental Integration:** Classical architectural elements (columns, pediments, geometric organization), restrained atmospheric effects (supporting moral gravity), or neutral backgrounds emphasizing figure authority and virtue message.
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Omit entirely
+
+**Historical Accuracy:** 1775-1825 aristocratic portraits focused purely on moral exemplar status through classical painted technique and sculptural dignity. David's academic approach emphasized virtue through visual means and classical authority over textual elements.
+
+**Format-Specific Rules:** Museum documentation standard emphasizes pure classical achievement and moral authority without textual distraction.
+
+------
+
+## Historical Context Integration
+
+**Neoclassical Revolution:** David's transformation of aristocratic portraiture through moral exemplar emphasis combined with classical authority. His academic method created definitive visual language for Enlightenment virtue, serving monarchy, revolution, and empire through adaptable moral gravitas.
+
+**Technical Innovation:** Rigorous linear construction with invisible brushwork technique creating polished classical perfection. His preparatory drawing methods and sculptural modeling established new standard for academic precision subordinated to moral message.
+
+**Moral Authority:** Classical idealization revealing virtue through visual means rather than individual psychology. His portraits embody Enlightenment philosophy and rational composure while maintaining aristocratic dignity through geometric compositional control.
+
+**Political Adaptability:** Career spanning three regimes demonstrated classical moral language's versatility. His hierarchical dignity and virtue emphasis served royal authority, revolutionary ideals, and imperial propaganda through consistent classical method.
+
+**Cultural Legacy:** Established definitive visual record of French Neoclassical aristocracy through moral exemplar approach. His austere dignity and classical authority became standard for portraying political leadership and social virtue through rigorous academic technique.
diff --git a/styles/royal_portraiture/john_singer_sargent_society_portrait.md b/styles/royal_portraiture/john_singer_sargent_society_portrait.md
new file mode 100644
index 0000000..ca313a2
--- /dev/null
+++ b/styles/royal_portraiture/john_singer_sargent_society_portrait.md
@@ -0,0 +1,265 @@
+---
+id: john_singer_sargent_society_portrait
+group: "Royal Portraiture"
+movement: "Gilded Age Portraiture"
+artist: "John Singer Sargent"
+display_name: "John Singer Sargent — Gilded Age Authority"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["3:4", "2:3", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "Salon portraits stride across 2:3, bust studies stay at 3:4, and society headshots clip to 1:1."
+modes: ["Standing Portrait", "Salon Bust"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: false
+about: >
+  Sargent welded bravura strokes to photographic accuracy, staging sitters in theatrical light.
+  This card channels his gilt blacks, brisk edgework, and psychological poise for fresh patrons.
+---
+
+**Timeframe:** Gilded Age and Edwardian era (1880-1920) **Historical Context:** Transatlantic elite portraiture, American industrialist wealth, British aristocracy
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via psychological penetration and confident gesture, never idealized flattery
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Process-Over-Result Priority:** Alla prima wet-on-wet application supersedes visual appearance descriptions
+- **Face-Treatment Flag:** `alla-prima-direct` (direct painting with loaded brush, tonal modeling, nervous energy)
+- **Pose Flag:** `psychological-tension` (confident asymmetry revealing character, power dynamics)
+- **Canvas Control Flag:** `strict-reframe` (recompose entirely for target ratio)
+- **Anti-Conventional Bias:** Authority to expose psychological undercurrents, social ambition, nervous energy of subjects
+- **Material Physics Authority:** Heavy impasto application, wet-on-wet blending, brush-held-at-end technique
+- **Period Production Authenticity:** 1880-1920 studio methods, professional model studies, intensive preparation
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures
+- **Composition boundaries:** No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Material authenticity:** Authentic oil painting surface with period-appropriate canvas preparation and alla prima technique
+- **Psychological Authority:** Expose ambition, decadence, nervous energy beneath aristocratic surfaces
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (classical portrait) - ignore source image dimensions completely.
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in John Singer Sargent's Gilded Age aristocratic portrait style (1880-1920).
+
+- Preserve likeness through **psychological penetration** with emphasis on confident gesture and nervous energy beneath aristocratic surfaces
+- **Timeframe:** Peak Gilded Age through Edwardian era (1880-1920)
+- **Degree of likeness:** Psychologically revealing while maintaining dignity; emphasis on character exposure over flattery
+- **Emotional tone:** Confident authority with underlying nervous energy, social ambition, aristocratic power dynamics
+- **Pose conventions:** Asymmetrical confidence revealing personality; studied casualness masking intensive preparation
+- **IP Safeguard Declaration:** Create original Gilded Age aristocratic attire avoiding copyrighted elements
+- **Face-Treatment Flag:** `alla-prima-direct`
+- **Pose Flag:** `psychological-tension`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Psychological insight and technical virtuosity overrides any source characterization
+- **Mode Selector:** Gallery (aristocratic documentation with penetrating insight)
+
+The final result must reveal the subject's inner character through confident brushwork and sophisticated color relationships.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `3:4` (classical portrait format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** Recompose entirely - extend sophisticated architectural or atmospheric backgrounds
+- **Spatial Allocation:** Subject positioned with confident asymmetry emphasizing psychological presence and social status
+- **Background Treatment:** Extend rich interior spaces, atmospheric effects, or architectural elements supporting figure prominence
+- **Format Justification:** 3:4 ratio serves Sargent's aristocratic tradition with optimal figure dignity and psychological revelation
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Influences:** Carolus-Duran direct painting method, Velázquez tonal approach, Frans Hals brushwork confidence, cosmopolitan European training
+
+**Medium/Production method:** Oil on canvas using alla prima (wet-on-wet) technique with heavily loaded brush held at extreme end like conductor's baton. Intensive preliminary studies using professional models. Middle-tone foundation building outward to highlights and accents. Physical painting process: constant movement between observation distance and close application, energetic "jabbing" brushstrokes.
+
+**Thematic purpose:** Psychological portraiture of Gilded Age elite revealing character beneath aristocratic surfaces - exposing ambition, nervous energy, and social dynamics through technical virtuosity and penetrating observation.
+
+**Hallmark motifs with quantified specifications:**
+
+- Confident asymmetrical poses (15-30 degree shoulder-hip differential revealing personality)
+- Luxurious fabric rendering (silk with 45-degree highlight reflection, velvet light-absorption depth)
+- Psychological gesture economy (meaningful hand positions, 2-3 decisive gestures maximum)
+- Atmospheric background integration (soft focus supporting figure, 30-40% environmental context)
+- Nervous energy brushwork (visible tool marks, 3-5mm impasto thickness, energetic application direction)
+
+**Period framing:** Gilded Age America and Edwardian Britain (1880-1920), industrial wealth display, transatlantic aristocratic networks
+
+**Tone Tag:** Psychological penetration, confident technique, aristocratic nervous energy, technical virtuosity
+
+**Production Era Authenticity:** 1880-1920 studio standards with alla prima direct painting methods and intensive model preparation
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Work:** Confident, energetic brushwork with brush held at extreme end creating spring-like fluidity. Visible tool marks subordinated to overall tonal harmony. Drawing achieved through direct paint application rather than preliminary outline.
+
+**Anatomical Stylization:** Psychologically revealing proportions emphasizing character traits. Academic accuracy combined with interpretive enhancement of personality markers through gesture and expression.
+
+**Detail Hierarchy:** Selective focus prioritizing psychological revelation - sharp detail on character-revealing features (eyes, hands, fabric textures), atmospheric treatment of supporting elements. Fabric specificity: silk (45-degree reflective highlights, fluid drape), velvet (light-absorbing depth, directional pile), satin (mirror-bright edges, crisp fold definition).
+
+**Coloring Method:** Sophisticated tonal relationships built from middle values outward. Rich, harmonious palette supporting psychological insight. Flesh tones: naturalistic with subtle color temperature variations revealing mood and character.
+
+**Texture Specifications:** Impasto thickness 3-5mm applied with loaded brush; Silk (reflective angles, flowing movement); Velvet (light absorption, rich depth); Flesh (subtle color temperature shifts, atmospheric modeling); Hair (directional stroke economy, selective detail concentration).
+
+**Pose Anchors:** Head positioning: psychological engagement with 5-15 degree tilt revealing character; Shoulder-hip differential: 15-30 degree asymmetry showing confidence; Weight distribution: studied casualness masking preparation; Gesture economy: 2-3 meaningful hand positions maximum.
+
+**Scale Hierarchy Anchor:** Proportions emphasizing psychological presence - slight enhancement of character-revealing features, atmospheric subordination of supporting elements.
+
+**Material Authenticity Anchor:** Authentic alla prima oil technique with period-appropriate canvas preparation and direct painting application.
+
+**Period Consistency Anchor:** All elements historically accurate to 1880-1920 aristocratic standards with documented studio methods.
+
+**Canvas Adaptation Anchor:** Composition optimized for 3:4 portrait format with psychological presence and aristocratic dignity.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks:**
+
+- **Gilded Age Feminine:** Elaborate evening gowns, Worth couture, sophisticated day wear, European fashion leadership
+- **Gilded Age Masculine:** Formal court dress, military uniforms with decorations, elegant civilian attire, professional regalia
+- **Aristocratic Feminine:** British court presentation dress, sophisticated mourning attire, artistic dress movement, jeweled accessories
+- **Aristocratic Masculine:** British formal wear, diplomatic dress, sporting attire, academic robes
+
+**Fabric Behavior with Period Accuracy:**
+
+- **Silk:** High reflectivity with 45-degree highlight angles, sophisticated drape patterns, luxurious weight
+- **Velvet:** Deep light absorption, directional pile visibility, rich texture depth
+- **Satin:** Mirror-bright reflectivity, crisp edge definition, formal elegance
+- **Tulle:** Ethereal transparency, layered volume effects, delicate detail
+- **Lace:** Intricate pattern precision, selective transparency, refined craftsmanship
+- **Brocade:** Raised pattern definition, metallic thread highlights, formal richness
+
+**Accessory Caps:** Sophisticated (2-3 items maximum) - emphasis on meaningful character revelation
+
+- **Primary:** Pearl strands, significant jewelry, formal decorations, symbols of authority
+- **Secondary:** Elegant gloves, refined accessories, cultural markers, professional symbols
+- **Tertiary:** Subtle details supporting character - rings, brooches, watch chains, refined buttons
+
+**Color Palette Restrictions:** Sophisticated Gilded Age palette - rich blacks, elegant whites, deep jewel tones, subtle earth harmonies. Psychological color choices supporting character revelation.
+
+**Wardrobe Variation Required:** Cycle through documented period fashion leadership - Parisian couture, British formal standards, American industrial wealth display.
+
+**Props (≤2 total):**
+
+- **Hero Prop:** Books (intellectual character), fans (social sophistication), flowers (refined taste), furniture (status indication)
+- **Micro Prop:** Jewelry details, fabric elements, architectural features, atmospheric effects
+
+**YAML Prop Pools:**
+
+```yaml
+aristocratic_authority:
+  - pearl_strand
+  - formal_decoration
+  - architectural_chair
+  - luxury_book
+
+refined_sophistication:
+  - elegant_fan
+  - refined_gloves
+  - cultural_artifact
+  - artistic_element
+
+character_revelation:
+  - meaningful_flowers
+  - status_furniture
+  - professional_symbol
+  - psychological_gesture
+```
+
+**Coherence Filter:** All elements must support 1880-1920 aristocratic authenticity with psychological insight; fallback to elegant simplicity with character emphasis.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- ❌ "Original aspect ratio," "source dimensions," "unmodified framing"
+- ❌ Rigid academic outline approach disrupting alla prima directness
+- ❌ Idealized flattery contradicting psychological penetration
+- ❌ Tentative or hesitant brushwork reducing confident technique
+- ❌ Uniform detail density preventing selective focus hierarchy
+
+**Canvas Positives (≥2):**
+
+- ✅ "Exactly 3:4 ratio," "recomposed for aristocratic portrait format"
+- ✅ "Alla prima direct painting with loaded brush technique," "psychological penetration with confident brushwork"
+- ✅ "Nervous energy beneath aristocratic surfaces," "asymmetrical confidence revealing character"
+- ✅ "Middle-tone foundation building to highlights," "intensive preparation with energetic application"
+- ✅ "1880-1920 Gilded Age studio methods with technical virtuosity"
+
+**Vocabulary Warnings:** Avoid "tentative," "idealized," "uniform detail" which contradict Sargent's confident psychological approach. Emphasize "penetrating," "confident," "energetic," "revealing," "sophisticated."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (3:4 Portrait):**
+
+- **Vertical Emphasis:** Subject dominance ≥65% with psychological commanding presence
+- **Asymmetrical Staging:** Confident off-center positioning revealing character dynamics and social authority
+- **Format Considerations:** Classical portrait proportions supporting aristocratic dignity with psychological revelation
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective Regime:** Eye-level psychological engagement; sophisticated viewing angle supporting character revelation
+- **Grid/Symmetry:** Dynamic asymmetry with studied casualness masking intensive preparation
+- **Figure:Ground Ratio:** 65% figure prominence, 35% atmospheric environmental context supporting psychological presence
+- **Density Percentage:** Selective detail concentration on character-revealing features optimized for formal viewing (6-8 feet distance)
+- **Lighting Logic:** Sophisticated studio lighting creating psychological modeling and luxurious material display
+- **Detail:Negative Space Ratio:** Strategic selectivity supporting overall psychological impression with aristocratic presence
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context Anchor:** Canvas with period academic preparation, 1880-1920 professional studio standards
+- **Frame/Band Anchor:** Omit entirely - pure painted aristocratic achievement with psychological penetration
+- **Production Context Anchor:** Gilded Age studio with professional model standards and alla prima technique
+- **Ratio Enforcement Anchor:** Composition designed specifically for 3:4 aristocratic portrait format
+
+**Environmental Integration:** Rich interior spaces (luxurious furnishings, architectural elements), sophisticated atmospheric effects (studio lighting, environmental mood), or elegant architectural backgrounds supporting figure prominence and psychological revelation.
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Omit entirely
+
+**Historical Accuracy:** 1880-1920 aristocratic portraits focused purely on psychological revelation through painted technique and sophisticated material display. Sargent's alla prima approach emphasized technical virtuosity and penetrating character insight over textual elements.
+
+**Format-Specific Rules:** Museum documentation standard emphasizes pure artistic achievement and psychological penetration without textual distraction.
+
+------
+
+## Historical Context Integration
+
+**Gilded Age Revolution:** Sargent's transformation of aristocratic portraiture through psychological penetration combined with technical virtuosity. His alla prima method revealed the nervous energy and social ambition beneath aristocratic surfaces, creating definitive visual documentation of transatlantic elite during industrial wealth peak.
+
+**Technical Innovation:** Revolutionary alla prima approach using heavily loaded brush held at extreme end, creating energetic application technique. Middle-tone foundation building outward to highlights, allowing confident tonal relationships and psychological modeling. Intensive preparation using professional models preceded energetic direct painting sessions.
+
+**Psychological Authority:** Penetrating observation revealing character beneath social surfaces. His portraits expose the ambition, nervous energy, and social dynamics of Gilded Age elite while maintaining aristocratic dignity through sophisticated technique and compositional confidence.
+
+**International Success:** Career spanning American industrial wealth and British aristocracy, establishing definitive visual record of transatlantic elite. His psychological insight and technical confidence created portraits that revealed both individual character and broader social dynamics of the era.
+
+**Cultural Legacy:** Established new standard for aristocratic portraiture combining psychological revelation with technical virtuosity. His confident brushwork and penetrating insight created lasting documentation of Gilded Age elite at the height of industrial wealth and social transformation.
+
+---
diff --git a/styles/silver_age_comics/gene_colan_motion_blur.md b/styles/silver_age_comics/gene_colan_motion_blur.md
new file mode 100644
index 0000000..82222c2
--- /dev/null
+++ b/styles/silver_age_comics/gene_colan_motion_blur.md
@@ -0,0 +1,292 @@
+---
+id: gene_colan_motion_blur
+group: "Silver Age Comics"
+movement: "Marvel Silver Age"
+artist: "Gene Colan"
+display_name: "Gene Colan — Cinematic Motion"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Marvel's horror and Daredevil covers sat on 2:3 boards ready for photostat reduction."
+modes: ["Dynamic Chase", "Moody Spotlight"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "Tilt the horizon and let speed lines ribbon around the lead figure."
+  identity_priority: ["gesture", "lighting", "motion"]
+about: >
+  Gene Colan smeared speed across noir lighting, cinematic angles, and foggy brushwork.
+  This card preserves his blurred motion, chiaroscuro panels, and expressive inking for new cliffhangers.
+---
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via atmospheric mood and cinematic gesture unless photographic.
+- **Technical Measurement Authority:** Quantitative specifications ("shadow coverage 60-70%", "pencil weight 2H-4B range") override descriptive language.
+- **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions.
+- **Face-Treatment Flag:** `atmospheric-pencil` - soft pencil rendering with dramatic shadow modeling and film noir lighting influence
+- **Pose Flag:** `cinematic-flow` - dynamic movement captured mid-action with flowing, organic positioning
+- **Canvas Control Flag:** `adaptive-extend` - extend atmospheric backgrounds to fill new canvas dimensions
+- **Material Physics Authority:** Pencil graphite density and newsprint absorption characteristics override aesthetic preferences.
+- **Scale-Dependent Technique:** Comic cover viewing distance affects shadow weight and atmospheric detail hierarchy.
+- **Period Production Authenticity:** 1960s-1970s four-color printing with characteristic dot patterns and registration drift.
+- **Anti-Conventional Bias:** Authority to prioritize atmospheric mood over traditional superhero clarity.
+- **Revolutionary Techniques Flag:** `comfort-violation-authorized` for psychologically intense shadow work.
+
+------
+
+## Gene Colan
+
+## 1) Core Instruction & Likeness Mandate
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in **Gene Colan's distinctive Silver Age comic cover style**.
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Preserve likeness with **atmospheric moodiness** - recognizable but enhanced through Colan's signature shadowy, film noir-influenced rendering.
+- **Timeframe**: Colan's Marvel Silver Age period (1966-1979) including Daredevil, Iron Man, Captain America, and Tomb of Dracula.
+- **Degree of likeness**: Atmospherically enhanced - maintain features but interpret through dramatic lighting and shadow play.
+- **Emotional tone**: Film noir moodiness, psychological depth, urban sophistication, romantic tension.
+- **Pose conventions**: Dynamic movement, flowing action, dramatic lighting effects, cinematic angles.
+- **IP Safeguard Declaration:** Create original VERTEX COMICS character design avoiding Marvel copyrighted elements.
+- **Face-Treatment Flag:** `atmospheric-pencil`
+- **Pose Flag:** `cinematic-flow`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Style Dominance:** Atmospheric storytelling and cinematic sophistication dominate over traditional comic book clarity.
+
+The final result must capture Colan's unique cinematic vision and atmospheric storytelling mastery.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `2:3` (standard comic cover format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-atmospheric-background
+- **Spatial Allocation:** Subject placement in dynamic 40-60% coverage with atmospheric environment integration
+- **Background Treatment:** Fill canvas with swirling shadows, urban environments, or cosmic atmospheric effects
+- **Format Justification:** 2:3 ratio serves Colan's preference for cinematic vertical compositions with dramatic staging
+
+------
+
+## 3) Style Context & Material Authenticity
+
+The artwork must be created in **Gene Colan's signature Silver Age style** (1966-1979), capturing the aesthetic principles of "The Dean" - the artist who brought cinematic sophistication to comics. Channel Colan's background in advertising illustration and his innovative approach to atmospheric storytelling.
+
+**Intended medium**: Four-color process printing on newsprint, designed for cinematic impact and sophisticated visual narrative.
+
+**Purpose**: Comic book cover emphasizing mood, atmosphere, and sophisticated visual storytelling through lighting and composition.
+
+**Key influences**:
+
+- Film noir and Hollywood cinematography (especially 1940s black and white films)
+- Advertising illustration techniques and commercial art sophistication
+- European art cinema and jazz music improvisational approaches
+- Norman Rockwell's humanistic character portrayal
+- Milton Caniff's shadow work and dramatic contrast
+
+**Thematic purpose**: Elevate comic book art through cinematic storytelling and psychological depth.
+
+**5 hallmark motifs with quantified specifications**:
+
+1. **Swirling shadow patterns** covering 60-70% of composition with organic, flowing movement
+2. **Atmospheric gradation** using 2H-4B pencil weight range for subtle tonal transitions
+3. **Cinematic lighting angles** with 45-degree key light positioning and dramatic rim lighting
+4. **Flowing organic linework** with 3-5mm line weight variation suggesting movement and life
+5. **Urban environmental integration** with 40% background atmospheric detail supporting narrative mood
+
+**Period framing**: Marvel Silver Age sophistication (1966-1979) bringing adult cinematic sensibilities to superhero comics.
+
+**Tone Tag**: Sophisticated moodiness, psychological complexity, cinematic atmosphere.
+
+**Production Era Authenticity**: 1960s-1970s newsprint four-color printing with characteristic halftone dots, slight color registration drift, and paper grain texture affecting shadow reproduction.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Work / Rendering:**
+
+- **Flowing, organic linework** suggesting movement and life with 3-5mm weight variation
+- **Atmospheric shadow play** covering 60-70% of composition with dramatic lighting effects
+- **Pencil-first approach** treating pencil as primary artistic tool rather than preliminary sketch
+- **Cinematic composition** with sophisticated camera angle simulation and depth staging
+- **Soft gradation technique** using 2H-4B pencil range for subtle atmospheric transitions
+- **Jazz-like improvisation** in mark-making with spontaneous, intuitive line placement
+
+**Coloring:**
+
+- **Moody, atmospheric color palette** emphasizing shadows and highlights with muted sophistication
+- **Film noir color sensibility** - limited warm/cool palette with maximum atmospheric impact
+- **Sophisticated color relationships** serving narrative mood over decorative appeal
+- **Subtle gradation effects** within four-color printing limitations using dot pattern variation
+- **Urban color schemes** - deep blues, warm yellows, muted reds reflecting city lighting
+- **Romantic and mysterious combinations** supporting emotional narrative content
+
+**Texture:**
+
+- **Atmospheric, filmic surface quality** simulating cinematic lighting effects
+- **Newsprint absorption characteristics** affecting shadow density and line weight rendering
+- **Period-authentic halftone patterns** with 65-85 LPI dot screens typical of 1960s-1970s comic printing
+- **Subtle registration drift** of 0.5-1mm creating characteristic Silver Age printing artifacts
+- **Paper grain texture** affecting fine detail reproduction and shadow gradation
+
+**Pose Anchors:**
+
+- **Dynamic flow positioning** with 15-25 degree torso angles suggesting movement
+- **Cinematic gesture economy** with expressive hand positioning and dramatic staging
+- **Atmospheric integration** where figure and environment flow together seamlessly
+- **Film noir influenced** dramatic angle choices and sophisticated framing
+
+**Scale Hierarchy:** Proportional measurements emphasizing atmospheric mood over anatomical precision (shadow coverage 60-70%, highlight definition 20-30% of total composition)
+
+**Material Authenticity:** Authentic pencil-on-paper techniques with newsprint printing characteristics - no digital simulation
+
+**Period Consistency:** All elements historically coherent with 1960s-1970s Marvel production methods and artistic sophistication
+
+**Production Method:** Four-color process printing with period-appropriate halftone screens, color separation limitations, and newsprint absorption effects
+
+**Canvas Adaptation:** Composition optimized for 2:3 comic cover format with cinematic staging principles
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Adult Masculine Wardrobe:**
+
+- **Superhero costumes**: Flowing capes with dramatic shadow casting, form-fitting suits emphasizing muscular definition, sophisticated color combinations (deep reds, blues, metallic accents)
+- **Civilian attire**: Urban sophistication - tailored suits, turtlenecks, leather jackets reflecting 1960s-1970s fashion
+- **Fabric behavior**: Dramatic drape and flow suggesting movement and cinematic staging
+
+**Adult Feminine Wardrobe:**
+
+- **Superhero costumes**: Form-fitting designs with flowing elements, sophisticated color schemes, dramatic silhouette emphasis
+- **Civilian attire**: 1960s-1970s sophisticated fashion - flowing dresses, fitted jackets, urban professional styling
+- **Hair treatment**: Flowing, dramatic styling with atmospheric shadow integration
+
+**Fabric behavior**: Dramatic drape and movement with 15-25 degree flow angles, sophisticated sheen rendering through shadow/highlight contrast
+
+**Accessory caps**: Elaborate 3-4 accessories maximum - utility belts, flowing capes, dramatic jewelry, urban props
+
+**Color palette restrictions**: Sophisticated urban schemes - deep blues, warm yellows, muted reds, metallic accents matching film noir sensibilities
+
+**Wardrobe variation required**: Cycle through sophisticated color combinations avoiding identical repetition - emphasize atmospheric mood over bright primary colors
+
+**Props YAML pools**:
+
+```yaml
+hero_props:
+  - flowing_cape_dramatic_shadows
+  - urban_environment_elements
+  - atmospheric_lighting_effects
+  - cinematic_staging_props
+micro_props:
+  - shadow_patterns
+  - atmospheric_particles
+  - lighting_rim_effects
+```
+
+**Coherence filter**: All elements support cinematic sophistication and atmospheric storytelling with documented 1960s-1970s period accuracy
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "harsh geometric shadows", "flat lighting", "amateur linework"
+- "bright primary color schemes", "cartoon simplification"
+- "digital photo filters", "modern post-processing effects"
+- "perfect color registration", "crisp digital printing"
+
+**Canvas Positives (≥2):**
+
+- "exactly 2:3 ratio", "recomposed for comic cover format"
+- "atmospheric shadow coverage 60-70%", "flowing organic linework 3-5mm variation"
+- "film noir lighting influence", "cinematic staging principles"
+- "period-authentic halftone dots 65-85 LPI", "newsprint absorption characteristics"
+- "sophisticated atmospheric gradation 2H-4B pencil range"
+
+**Vocabulary warnings**: Avoid "ornate," "decorative" unless serving atmospheric purpose. Avoid "bright," "cheerful" unless contextually appropriate for romantic scenes.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Portrait):**
+
+- **Vertical emphasis** with 70% subject dominance and 30% atmospheric environment
+- **Cinematic staging** with sophisticated depth layering and dramatic angle choices
+- **Atmospheric integration** where figure and environment flow together seamlessly
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Cinematic perspective** with sophisticated camera angle simulation and film noir influence
+- **Figure:ground ratio** 60:40 with atmospheric integration preventing flat separation
+- **Density percentage** 60-70% shadow coverage with 20-30% highlight definition
+- **Lighting logic** 45-degree key light with dramatic rim lighting and atmospheric fill
+- **Detail:negative space** optimized for 2:3 vertical format with sophisticated staging
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Comic book newsprint with characteristic grain texture and absorption properties
+- **Frame/Band:** Omit entirely - focus on atmospheric storytelling without decorative elements
+- **Production Context:** 1960s-1970s four-color printing with halftone dots and slight registration drift
+- **Ratio Enforcement:** Composition designed specifically for 2:3 comic cover format with cinematic principles
+
+**Backgrounds:**
+
+- **Urban environments** rendered with atmospheric sophistication and cinematic depth
+- **Swirling shadow patterns** and atmospheric effects supporting narrative themes
+- **Cinematic environmental design** with sophisticated staging and mood creation
+- **Atmospheric depth** with layered visual interest and film noir influence
+
+**Mood/Intent:**
+
+- **Sophisticated atmospheric storytelling** and psychological depth
+- **Cinematic narrative** and visual sophistication
+- **Urban complexity** and adult thematic content
+- **Romantic tension** and emotional authenticity
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Text Policy:** Allow with sophisticated integration
+
+**Ratio-Appropriate Zones:** Layout optimized for 2:3 comic cover with atmospheric integration
+
+**Copy limits:** ≤6 words per line, ≤5 total text elements positioned to complement atmospheric composition
+
+**Period-Appropriate Typography:**
+
+- **1960s-1970s comic lettering** with characteristic bold sans-serif styling
+- **VERTEX COMICS logo treatment** in period-appropriate Marvel-style branding
+- **Story titles** in dramatic, atmospheric lettering integration
+
+**Font recommendations:**
+
+- *Closest Google Font: Bebas Neue (comic cover analog, 80%). Better: Comic Book letterer hand-lettering style.*
+
+**Format-Specific Text Rules:**
+
+- **Comic cover mode:** Title prominence with atmospheric integration, story elements positioned to complement cinematic staging
+- **Text integration** serving atmospheric mood rather than overpowering composition
+
+**Historical accuracy:** Lettering must match 1960s-1970s comic book conventions with period-appropriate weight and styling
+
+**Production Method Integration:** Typography rendered with period-appropriate printing limitations and characteristic slight ink spread on newsprint
+
+---
diff --git a/styles/silver_age_comics/jack_kirby_cosmic_cover.md b/styles/silver_age_comics/jack_kirby_cosmic_cover.md
new file mode 100644
index 0000000..ac3c068
--- /dev/null
+++ b/styles/silver_age_comics/jack_kirby_cosmic_cover.md
@@ -0,0 +1,126 @@
+---
+id: jack_kirby_cosmic_cover
+group: "Silver Age Comics"
+movement: "Marvel Silver Age"
+artist: "Jack Kirby"
+display_name: "Jack Kirby — Cosmic Power Burst"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Kirby plotted 13x19 cover boards that crop to 2:3 on the newsstand."
+modes: ["Solo Hero", "Team Smash"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 5
+  layout_hint: "Explode heroes across diagonal Kirby krackle with foreshortened fists out front."
+  identity_priority: ["silhouette", "gesture", "energy"]
+about: >
+  Jack Kirby detonated cosmic hands, crackling energy, and fist-first foreshortening across every cover.
+  We keep his power bursts, blocky anatomy, and ben-day punch while scripting new epics.
+---
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original superhero** in **Jack Kirby's monumental Silver Age style** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original superhero character with completely distinct costume design, unique chest symbol, and different color scheme - avoid any resemblance to existing Marvel/DC properties. **Likeness (style-first):** Identity via **heroic power pose/cosmic energy demonstration/explosive action stance**; integrate into **Silver Age comic medium** emphasizing **monumental heroic idealization** and **explosive kinetic energy** while **preserving subject's gender presentation and core facial features**. **Face-Treatment Flag:** `poster-ink` with **four-color halftone dots** **Pose Flag:** `power-stance` with **cosmic grandeur** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Kirby's monumental energy overrides realistic proportions, prioritizing **raw power** and **cosmic mythology** over anatomical accuracy. **Mode Selector:** Epic Superhero Comic Cover with Vertex Comics branding.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Silver Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with explosive hero prominence and cosmic energy environments
+- **Spatial Allocation:** Hero dominance 50-60%, cosmic effects/energy patterns 20-25%, typography zones 15-20%, background 5-10%
+- **Background Treatment:** Cosmic environments with Kirby Krackle energy fields and space for dramatic typography
+- **Format Justification:** Comic cover requires explosive layout for maximum visual impact with integrated cosmic mythology
+
+## 3) Style Context & Material Authenticity
+
+Jack Kirby's revolutionary Silver Age style (1961-1970) established **cosmic superhero mythology** through **monumental heroic idealization** and **explosive visual storytelling**. Production method emphasizes **bold geometric construction** with **blocky anatomical masses**, **primary color dominance**, and **cosmic-scale adventure scenarios with mythological grandeur**. **Paper substrate:** **Newsprint with four-color halftone printing** creating **visible dot patterns and slight registration drift**. Purpose focuses on **mythic heroism** through **cosmic power demonstration** and **explosive action presentation** within **Marvel Silver Age comic production**. Hallmark motifs include **Kirby Krackle: clusters of solid black circular dots varying in size from 2-8mm diameter, densely packed in organic bubble-like formations to represent cosmic energy, explosions, or negative space**, **monumental character poses with arms spread wide and fists clenched**, **geometric muscle construction with blocky, powerful proportions**, **cosmic backgrounds with abstract energy patterns and space phenomena**, and **dramatic foreshortening with upward camera angles making heroes appear godlike**. Period framing encompasses **1960s Space Age optimism** with **atomic age power concepts** creating **cosmic mythology for modern audiences**.
+
+**Innovation line:** **Cosmic superhero mythology establishment** / **Four-color halftone printing mastery** / **Newsprint comic reproduction** / **Kirby-Lee creative partnership**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Bold, geometric weights** at **2.5-4.0 pt** for **character outlines** with **blocky construction** and **angular joint definition**. **Explosive energy lines** with **tapered radiating bursts** and **clean geometric edge definition**. **Halftone dot patterns** visible at **65-85 LPI** for **authentic Silver Age reproduction**. **Color:** **Primary color dominance** with **high saturation relationships** - **blues, reds, yellows, greens** in **four-color process with slight registration drift**. **Cosmic color effects** with **purples and magentas for space scenes** and **energy phenomena rendering**. **Texture:** **Newsprint paper grain** with **ink absorption patterns** and **visible halftone dot structure**. **Four-color printing limitations** with **slight cyan/magenta/yellow/black separation drift**. **Detail hierarchy:** **Hero receives maximum geometric emphasis** with **blocky muscle construction**, **cosmic effects rendered as Kirby Krackle: dense clusters of solid black circles 2-8mm diameter arranged in organic bubble formations**, **backgrounds simplified** to **essential cosmic elements**, **typography** integrated with **explosive visual design**. **Material simulation:** **Authentic Silver Age comic production** with **four-color printing limitations** and **newsprint substrate characteristics**. **Scale Hierarchy Anchor:** **Heroic proportions adapted to subject's gender** - **neck width 130-150% of realistic proportions**, **fist size 180-200% of head width**, **shoulder span 250-300% of head width for masculine builds, 200-250% for feminine builds**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **explosive hero prominence** and **cosmic mythology visual impact**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Cosmic Hero (Any Gender):** **Alternative color schemes** (purple/silver/white, green/gold/orange, teal/bronze/yellow, blue/copper/cream), **unique chest symbol** (star burst, cosmic spiral, energy wave, geometric emblem - NO existing Marvel/DC iconography), **flowing cape design** (cosmic energy patterns, geometric trim, dramatic billowing), **fitted heroic costume** (cosmic-themed styling, energy belt, dramatic boots and gloves), **monumental styling** appropriate to **cosmic adventure** **adapted to subject's physique and gender presentation**, **blocky geometric design** with **Kirby's powerful aesthetic**; accessories maximum **1-2** cosmic items.
+
+**Supporting Character Wardrobe:**
+
+- **Cosmic beings:** **1960s futuristic attire** with **Space Age styling** and **cosmic presentation**
+- **Earth civilians:** **Silver Age period clothing** with **optimistic 1960s fashion**
+- **Authority figures:** **Period appropriate uniforms**, **space program styling**, **authoritative presentation**
+
+**Prop Selector**
+
+```yaml
+vertex_cosmic_props:
+  cosmic_powers: [energy blasts, power cosmic effects, space-time manipulation, cosmic awareness displays]
+  space_objects: [cosmic cubes, space-time devices, energy constructs, cosmic artifacts]
+  heroic_elements: [rescue scenarios, cosmic threats, power demonstrations, heroic intervention]
+  cosmic_environment: [space phenomena, energy dimensions, cosmic architecture, otherworldly technology]
+  kirby_effects: [energy krackle, cosmic bursts, power displays, dimensional portals]
+  micro_details: [cosmic insignia, energy patterns, heroic emblems, space-age elements]
+  exclusions:
+    - "no existing Marvel/DC character iconography"
+    - "no Fantastic Four, Thor, or Avengers visual references"
+    - "no copyrighted cosmic cube or infinity stone designs"
+    - "no existing superhero team symbols"
+    - "no realistic art style that eliminates Kirby's geometric power"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌧ Canvas Negatives:** "original image proportions", "realistic anatomy", "subtle energy effects", "existing Marvel character elements", "DC Comics iconography", "photorealistic rendering", "smooth digital gradients", "perfect color registration", "modern printing quality", "conventional superhero proportions"; **NO Thor, Fantastic Four, Silver Surfer, or any existing Marvel character elements**; **NO realistic art style that eliminates Kirby's geometric construction**; **NO modern effects that remove halftone dot patterns**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "Jack Kirby geometric construction", "explosive cosmic energy", "four-color halftone printing", "blocky muscle anatomy", "Kirby Krackle energy effects", "monumental heroic poses", "Silver Age comic production quality", "cosmic mythology themes".
+
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **bold "VERTEX COMICS"** with **cosmic adventure theme** and **explosive typography**
+- **Hero prominence:** Central 50-60% featuring original superhero in monumental cosmic power demonstration
+- **Cosmic atmosphere:** Space environments with Kirby Krackle energy fields and cosmic phenomena
+- **Mythic context:** Clear cosmic heroics appropriate to Space Age mythology
+- **Energy integration:** **Kirby Krackle and energy bursts** integrated throughout cover design
+
+**Period-Accurate Environment:** **1960s Space Age influenced cosmic setting** with **geometric energy patterns**, **cosmic phenomena**, **abstract space elements**, and **heroic cosmic adventure contexts**. **Surface Context Anchor:** Silver Age newsprint comic with four-color halftone printing appropriate to 1960s Marvel comic production. **Frame/Band Anchor:** Classic comic cover border - bold frame typical of Silver Age Marvel publications. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated cosmic action and explosive typography zones.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Silver Age Marvel comic cover format.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Bold "VERTEX COMICS"** with **explosive cosmic styling** (closest Google Font: Impact or Anton)
+- **Issue information:** "No. [X]" and "12¢" pricing in **bold Silver Age comic styling**
+- **Story elements:** 1-2 **cosmic-themed coverlines** (e.g., "Cosmic Adventure Explodes!", "When Gods Walk Among Us!")
+- **Publisher credit:** "Vertex Comics Group" in **Marvel-style typography**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Bold, explosive lettering** with **cosmic energy integration**
+- **Cover text:** **Explosive style** or closest approximation: **Impact, Anton, or Bebas Neue**
+- **Color schemes:** **High contrast combinations** (white on blue, yellow on red) for **cosmic impact**
+- **Explosive integration:** Typography designed with **Kirby's explosive energy** for maximum visual impact
+
+**Historical Accuracy:** Typography must match Silver Age Marvel conventions with period pricing, explosive production values, and cosmic styling appropriate to Space Age superhero comics with Kirby's monumental design influence.
+
+---
diff --git a/styles/silver_age_comics/jim_steranko_op_art_cover.md b/styles/silver_age_comics/jim_steranko_op_art_cover.md
new file mode 100644
index 0000000..546ad36
--- /dev/null
+++ b/styles/silver_age_comics/jim_steranko_op_art_cover.md
@@ -0,0 +1,297 @@
+---
+id: jim_steranko_op_art_cover
+group: "Silver Age Comics"
+movement: "Marvel Psychedelic Espionage"
+artist: "Jim Steranko"
+display_name: "Jim Steranko — Op-Art Espionage"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Steranko's SHIELD covers cropped to 2:3, keeping op-art grids intact after bleed."
+modes: ["Op-Art Burst", "Spy Montage"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "Fuse silhouetted agents with psychedelic typography and graphic geometry."
+  identity_priority: ["design", "gesture", "color-blocking"]
+about: >
+  Jim Steranko injected pop-art stripes, psychedelic gradients, and Bond gadgetry into Marvel espionage. 
+  We honor his graphic bravado while inventing new missions and villains.
+---
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via graphic design sophistication and cinematic staging.
+- **Technical Measurement Authority:** Quantitative specifications ("op-art pattern density 80-90%", "3D typography depth 15-25mm") override descriptive language.
+- **Process-Over-Result Priority:** Graphic design methodology and printing techniques supersede visual appearance descriptions.
+- **Face-Treatment Flag:** `graphic-design-precision` - clean commercial illustration rendering with advertising art sophistication and geometric stylization
+- **Pose Flag:** `dynamic-action-laws` - extreme dynamic positioning following Steranko's codified "laws of action" with over-the-top movement
+- **Canvas Control Flag:** `strict-reframe` - radical composition redesign for maximum visual impact
+- **Material Physics Authority:** Commercial printing techniques and advertising design specifications override aesthetic preferences.
+- **Scale-Dependent Technique:** Comic cover impact viewing distance affects graphic element sizing and typography integration.
+- **Period Production Authenticity:** 1960s four-color printing pushed to maximum sophistication with innovative layout experimentation.
+- **Anti-Conventional Bias:** Authority to completely break traditional comic book layout conventions.
+- **Revolutionary Techniques Flag:** `conventional-comic-prohibition` - mandatory rejection of standard superhero comic approaches.
+
+------
+
+## Jim Steranko
+
+## 1) Core Instruction & Likeness Mandate
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in **Jim Steranko's distinctive Silver Age comic cover style**.
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Preserve likeness with **pop art glamorization** - recognizable but transformed through Steranko's psychedelic, poster-art influenced design sensibility.
+- **Timeframe**: Steranko's revolutionary Marvel period (1966-1968) including Nick Fury, Strange Tales, and X-Men work.
+- **Degree of likeness**: Pop art stylized - maintain features but interpret through graphic design and advertising art influences.
+- **Emotional tone**: Psychedelic sophistication, spy thriller coolness, pop art energy, avant-garde experimentation.
+- **Pose conventions**: Graphic design influenced poses, extreme dynamic action, pop art compositions, advertising layout arrangements.
+- **IP Safeguard Declaration:** Create original VERTEX COMICS character design avoiding Marvel copyrighted elements.
+- **Face-Treatment Flag:** `graphic-design-precision`
+- **Pose Flag:** `dynamic-action-laws`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Graphic design innovation and visual experimentation dominate over traditional comic book conventions.
+
+The final result must capture Steranko's unique fusion of comics art with graphic design and advertising sophistication.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `2:3` (comic cover format optimized for maximum graphic impact)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely-for-graphic-impact
+- **Spatial Allocation:** Revolutionary layout breaking traditional comic conventions with 40-60% graphic design elements integration
+- **Background Treatment:** Fill canvas with op-art patterns, psychedelic effects, or advertising-inspired graphic layouts
+- **Format Justification:** 2:3 ratio serves Steranko's preference for poster-like compositions with maximum visual sophistication
+
+------
+
+## 3) Style Context & Material Authenticity
+
+The artwork must be created in **Jim Steranko's signature Silver Age style** (1966-1968), capturing the aesthetic principles of the artist who revolutionized comics through graphic design integration. Channel Steranko's background in advertising, magic, music, and commercial printing with his innovative fusion of cinematic storytelling and high-concept visual design.
+
+**Intended medium**: Four-color process printing on newsprint, pushed to maximum sophistication and design innovation possible within 1960s format limitations.
+
+**Purpose**: Comic book cover as graphic design statement - sophisticated visual design elevating the medium's artistic possibilities to compete with cinema and advertising.
+
+**Key influences**:
+
+- Pop Art movement and Madison Avenue advertising design
+- Psychedelic poster art and album cover design (1960s San Francisco scene)
+- Spy thriller movies and fashion photography (James Bond aesthetic)
+- Op Art and avant-garde art movements
+- Film directors: Alfred Hitchcock, John Ford, Orson Welles, Henry Hathaway
+- Comic artists: Frank Robbins, Wally Wood, Jack Kirby, Alex Toth, Reed Crandall
+
+**Thematic purpose**: Elevate comic book art to compete visually with "million dollar" Hollywood productions through graphic design sophistication.
+
+**5 hallmark motifs with quantified specifications**:
+
+1. **Op-art pattern integration** covering 80-90% of background with precise geometric repetition and optical effects
+2. **3D typography treatment** with 15-25mm dimensional depth and advertising-quality lettering integration
+3. **Psychedelic color combinations** using 4-6 high-contrast colors with optical vibration effects
+4. **Extreme dynamic posing** following codified "laws of action" with 25-45 degree body angles and over-the-top movement
+5. **Advertising layout sophistication** with 60-40 graphic element to illustration ratio and commercial design hierarchy
+
+**Period framing**: Revolutionary 1960s graphic design innovation (1966-1968) bringing Madison Avenue sophistication to comic book medium.
+
+**Tone Tag**: Psychedelic sophistication, spy thriller coolness, advertising glamour, pop art innovation.
+
+**Production Era Authenticity**: 1960s four-color printing pushed to absolute limits with experimental halftone patterns, maximum color saturation, and innovative registration techniques creating period-authentic optical effects.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Work / Rendering:**
+
+- **Graphic design precision** with commercial illustration clarity and advertising art sophistication
+- **Clean, controlled linework** emphasizing geometric construction and design perfection
+- **Pop art influenced** simplification and stylization with advertising aesthetic
+- **Psychedelic pattern integration** with precise geometric repetition and optical effects
+- **Commercial printing optimization** designed for maximum four-color impact
+- **Advertising illustration** influence with fashion photography sophistication
+
+**Coloring:**
+
+- **Psychedelic color combinations** with 4-6 high-contrast colors creating optical vibration effects through flat color interaction, never digital gradients
+- **Pop art color sensibility** - bold, graphic, advertising-inspired with maximum flat saturation and hard color separations
+- **Spy thriller sophistication** - cool blues, warm oranges, electric purples, psychedelic greens applied as solid fields
+- **Advertising color relationships** with commercial appeal using period-appropriate flat color techniques
+- **Op-art optical effects** using pure color interaction and geometric pattern density, avoiding computer-generated glows or effects
+- **1960s four-color process limitations** - solid colors, mechanical color separations, no airbrushing or digital blending
+
+**Texture:**
+
+- **Graphic design surface quality** with commercial printing precision and advertising finish
+- **Op-art pattern textures** with 80-90% geometric coverage and optical sophistication
+- **Psychedelic surface effects** and advertising-quality production values
+- **Period-authentic halftone innovation** with 65-85 LPI screens pushed to experimental limits
+- **Commercial printing perfection** maximizing 1960s four-color process capabilities
+- **Advertising design texture** with fashion photography influence and high-end commercial finish
+
+**Pose Anchors:**
+
+- **Extreme dynamic positioning** following Steranko's "laws of action" with 25-45 degree body angles
+- **Over-the-top movement** with exaggerated kinetic energy and advertising drama
+- **Spy thriller sophistication** with James Bond-influenced cool positioning
+- **Fashion photography** influenced figure arrangement and commercial glamour
+
+**Scale Hierarchy:** Graphic design proportions emphasizing visual impact over anatomical accuracy (graphic elements 60%, figure 40%, maximum visual sophistication)
+
+**Material Authenticity:** Authentic 1960s commercial printing techniques with advertising design methodology - no modern digital effects
+
+**Period Consistency:** All elements coherent with 1960s advertising design revolution and pop art movement
+
+**Production Method:** Four-color process printing pushed to experimental limits with innovative halftone patterns and maximum color saturation
+
+**Canvas Adaptation:** Composition designed for 2:3 comic cover format with graphic design poster impact
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Adult Masculine Wardrobe:**
+
+- **Spy thriller sophistication**: Skin-tight leather catsuits, high-tech warrior gear, James Bond-influenced formal wear
+- **1960s mod fashion**: Turtlenecks, tailored suits, futuristic accessories with advertising glamour
+- **High-tech military**: Belts, buckles, zippers, sophisticated utilitarian complexity with pop art color coordination
+
+**Adult Feminine Wardrobe:**
+
+- **1960s fashion photography**: High-fashion mod styling, go-go boots, sophisticated accessories
+- **Spy thriller glamour**: Form-fitting designs with advertising sophistication and pop art color schemes
+- **Psychedelic fashion**: Bold patterns, optical designs, avant-garde styling with graphic coordination
+
+**Fabric behavior**: Advertising photography perfection with commercial illustration clarity and fashion sophistication
+
+**Accessory caps**: Elaborate 3-4 accessories maximum - high-tech gadgets, spy equipment, advertising-influenced props
+
+**Color palette restrictions**: Psychedelic sophistication - electric blues, vibrant oranges, hot pinks, acid greens with advertising coordination
+
+**Wardrobe variation required**: Cycle through sophisticated pop art color combinations avoiding repetition - emphasize graphic design impact
+
+**Props YAML pools**:
+
+```yaml
+hero_props:
+  - high_tech_spy_gadgets
+  - op_art_pattern_backgrounds
+  - psychedelic_graphic_elements
+  - advertising_design_components
+micro_props:
+  - geometric_patterns
+  - optical_effects
+  - commercial_graphics
+```
+
+**Coherence filter**: All elements support graphic design sophistication and advertising aesthetic with documented 1960s pop art accuracy
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "traditional comic book layout", "conventional superhero poses", "standard panel arrangement"
+- "muted color schemes", "realistic proportions", "conservative design"
+- "amateur printing quality", "simple color separation", "basic halftone patterns"
+- "boring typography", "standard comic lettering", "uninnovative composition"
+- "computer-generated 3D effects", "digital gradients", "modern glow effects", "airbrushing", "soft edges"
+
+**Canvas Positives (≥2):**
+
+- "exactly 2:3 ratio", "recomposed for maximum graphic impact"
+- "op-art pattern density 80-90%", "3D typography depth 15-25mm"
+- "psychedelic color combinations 4-6 colors", "extreme dynamic posing 25-45 degree angles"
+- "advertising design sophistication", "commercial printing precision"
+- "pop art visual innovation", "graphic design layout mastery"
+
+**Vocabulary warnings**: Avoid "traditional," "conservative," "standard" unless contextually subverting. Avoid "realistic," "naturalistic" unless serving advertising sophistication.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Portrait):**
+
+- **Graphic design emphasis** with 60% design elements and 40% figure integration
+- **Poster-like impact** with advertising layout sophistication and commercial hierarchy
+- **Revolutionary layout** completely breaking traditional comic book conventions
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Graphic design methodology** with advertising layout principles and commercial sophistication
+- **Figure:ground ratio** 40:60 with graphic design elements dominating traditional illustration
+- **Visual impact density** 80-90% coverage with op-art patterns and psychedelic effects
+- **Advertising hierarchy** with commercial design principles and fashion photography influence
+- **Pop art integration** optimized for 2:3 format with maximum visual sophistication
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Comic book newsprint pushed to advertising design sophistication
+- **Frame/Band:** Omit traditional frames - integrate graphic design elements as compositional structure
+- **Production Context:** 1960s four-color printing pushed to experimental limits with advertising precision
+- **Ratio Enforcement:** Composition designed specifically for 2:3 comic cover with poster impact
+
+**Backgrounds:**
+
+- **Op-art patterns** with 80-90% geometric coverage and precise optical effects
+- **Psychedelic environments** with advertising design sophistication and pop art coordination
+- **Graphic design layouts** with commercial precision and fashion photography influence
+- **Advertising backgrounds** with sophisticated visual hierarchy and commercial appeal
+
+**Mood/Intent:**
+
+- **Psychedelic sophistication** and advertising glamour
+- **Spy thriller coolness** and commercial appeal
+- **Pop art innovation** and graphic design revolution
+- **Visual experimentation** and medium advancement
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Text Policy:** Essential integration with graphic design sophistication
+
+**Ratio-Appropriate Zones:** Layout optimized for 2:3 comic cover with advertising design hierarchy
+
+**Copy limits:** ≤4 words per element, ≤3 total text components positioned for maximum graphic impact
+
+**Period-Appropriate Typography:**
+
+- **1960s advertising lettering** with commercial design sophistication and pop art influence
+- **3D typography treatment** with 15-25mm dimensional depth and advertising quality
+- **VERTEX COMICS logo treatment** in revolutionary Steranko-style graphic design
+- **Psychedelic lettering** integration with op-art patterns and visual sophistication
+
+**Font recommendations:**
+
+- *Closest Google Font: Bebas Neue (advertising sans-serif analog, 75%). Better: 1960s commercial lettering or custom dimensional typography.*
+
+**Format-Specific Text Rules:**
+
+- **Comic cover mode:** Typography as primary graphic design element with advertising sophistication
+- **Text integration** serving visual impact over traditional comic conventions
+- **Graphic design hierarchy** with commercial layout principles and poster impact
+
+**Historical accuracy:** Typography must match 1960s advertising design revolution with period-appropriate commercial sophistication
+
+**Production Method Integration:** Typography rendered with 1960s commercial printing techniques and advertising design precision with dimensional effects and optical sophistication
+
+---
diff --git a/styles/silver_age_comics/john_romita_sr_spider_city.md b/styles/silver_age_comics/john_romita_sr_spider_city.md
new file mode 100644
index 0000000..3f594fb
--- /dev/null
+++ b/styles/silver_age_comics/john_romita_sr_spider_city.md
@@ -0,0 +1,126 @@
+---
+id: john_romita_sr_spider_city
+group: "Silver Age Comics"
+movement: "Marvel Silver Age"
+artist: "John Romita Sr."
+display_name: "John Romita Sr. — Romantic City Swing"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Romita's Amazing Spider-Man covers were inked on 2:3 stats for bullpen production."
+modes: ["Hero Cover", "Romantic Drama"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "Balance Spidey web arcs with soap-opera closeups in the corner box zone."
+  identity_priority: ["gesture", "expression", "city-grid"]
+about: >
+  John Romita Sr. blended crisp superhero heroics with soap-opera glamour and Mid-Century New York signage.
+  This card maintains his clean inks, spotlight lighting, and romantic tension while inventing fresh crises.
+---
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original superhero** in **John Romita Sr.'s sophisticated Silver Age style** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original superhero character with completely distinct costume design, unique chest symbol, and different color scheme - avoid any resemblance to existing Marvel/DC properties, especially Spider-Man elements. **Likeness (style-first):** Identity via **confident heroic pose/elegant character presentation/sophisticated action stance** while **preserving subject's gender presentation and core facial features**; integrate into **Silver Age comic medium** emphasizing **glamorous idealization** and **sophisticated visual storytelling**. **Face-Treatment Flag:** `poster-ink` with **clean four-color reproduction** **Pose Flag:** `contrapposto` with **elegant confidence** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Romita's storytelling clarity overrides flashy technique, prioritizing **emotional resonance** and **narrative communication** over artistic elaboration. **Mode Selector:** Sophisticated Superhero Comic Cover with Vertex Comics branding.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Silver Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with elegant hero prominence and sophisticated urban environments
+- **Spatial Allocation:** Hero dominance 55-65%, supporting elements/characters 15-20%, typography zones 15-20%, background 5-10%
+- **Background Treatment:** Clean urban environments with ample negative space for typography and visual clarity
+- **Format Justification:** Comic cover requires sophisticated layout for maximum readability with integrated dramatic storytelling
+
+## 3) Style Context & Material Authenticity
+
+John Romita Sr.'s revolutionary Silver Age style (1966-1973) established **sophisticated superhero storytelling** through **glamorous character idealization** and **romance comic emotional depth**. Production method emphasizes **clean commercial illustration technique** with **elegant line control**, **idealized anatomy**, and **soap opera character drama with visual sophistication**. **Paper substrate:** **High-quality newsprint with superior four-color printing** creating **clean reproduction and precise color registration**. Purpose focuses on **character-driven narrative** through **emotional storytelling** and **sophisticated visual presentation** within **premium Silver Age comic production**. Hallmark motifs include **flowing hair and fabric rendered with graceful curved lines to create movement in static scenes**, **idealized facial features with clear emotional expression - wide eyes for surprise, open mouths showing teeth for shouting, perfectly defined eyebrows and lips**, **elegant figure work with realistic but aspirational proportions**, **sophisticated urban environments emphasizing architectural detail and spatial depth**, and **dramatic close-ups focusing on character emotion and interpersonal relationships**. Period framing encompasses **1960s sophistication** with **romance comic sensibility** creating **glamorous but accessible superhero entertainment**.
+
+**Innovation line:** **Romance comic technique integration** / **Sophisticated character design mastery** / **Clean commercial illustration** / **Romita-Lee creative partnership**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Clean, confident weights** at **1.5-2.5 pt** for **character outlines** with **elegant curve construction** and **smooth line variation**. **Flowing, graceful technique** with **precise anatomical rendering** and **sophisticated edge definition**. **Superior reproduction quality** optimized for **clean Silver Age printing**. **Color:** **Sophisticated palette relationships** with **realistic skin tones and natural color harmonies** - **warm flesh tones, rich hair colors, fashionable costume schemes** in **clean four-color application**. **Glamorous color combinations** emphasizing **character appeal** and **visual sophistication**. **Texture:** **Clean newsprint** with **superior color registration** and **smooth reproduction clarity**. **Commercial illustration surface quality** with **precise printing** and **sophisticated color effects**. **Detail hierarchy:** **Characters receive elegant emphasis** with **idealized figure construction**, **facial expressions** get **maximum emotional clarity**, **backgrounds simplified** but **architecturally accurate**, **typography** integrated with **sophisticated design appeal**. **Material simulation:** **Premium Silver Age comic production** with **superior printing quality** and **clean commercial reproduction**. **Scale Hierarchy Anchor:** **Heroic but realistic proportions adapted to subject's gender** - **Male figures: shoulders 280% of head width, heroic but elegant build**; **Female figures: graceful proportions with 200-220% shoulder width, sophisticated curves, flowing hair rendered with 15-25 individual curved strokes**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **sophisticated character prominence** and **elegant visual storytelling**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Sophisticated Hero (Any Gender):** **Alternative color schemes** (navy/silver/white, emerald/gold/cream, burgundy/bronze/gray, purple/copper/blue), **unique chest symbol** (elegant geometric design, art deco emblem, sophisticated letter, refined pattern - NO Spider-Man web patterns), **fashionable costume design** (sleek styling, sophisticated lines, elegant cape or no cape, refined boots and gloves), **glamorous styling** appropriate to **sophisticated adventure** **adapted to subject's physique and gender presentation**, **clean commercial design** with **Romita's elegant aesthetic**; accessories maximum **1-2** sophisticated items.
+
+**Supporting Character Wardrobe:**
+
+- **Urban sophisticates:** **1960s fashionable attire** with **elegant styling** and **sophisticated presentation**
+- **Professional characters:** **Clean business attire**, **stylish casual wear**, **fashionable formal dress**
+- **Authority figures:** **Period appropriate uniforms**, **sophisticated leadership styling**, **elegant presentation**
+
+**Prop Selector**
+
+```yaml
+vertex_sophisticated_props:
+  urban_elements: [city architecture, modern technology, sophisticated vehicles, urban landscapes]
+  character_objects: [elegant accessories, communication devices, fashionable items, sophisticated equipment]
+  dramatic_elements: [romantic tension, character conflict, emotional moments, interpersonal drama]
+  sophisticated_environment: [clean urban settings, architectural detail, elegant interiors, fashionable locations]
+  storytelling_effects: [flowing fabric, dramatic lighting, emotional emphasis, character focus]
+  micro_details: [elegant jewelry, sophisticated styling, character expressions, fashionable elements]
+  exclusions:
+    - "no Spider-Man universe iconography"
+    - "no web patterns or spider symbols"
+    - "no existing Marvel character visual references"
+    - "no rough art style that eliminates elegant sophistication"
+    - "no crude or unrefined visual elements"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌧ Canvas Negatives:** "original image proportions", "crude comic art", "rough line work", "Spider-Man costume elements", "web patterns or spider imagery", "existing Marvel character references", "flashy artistic technique", "elaborate visual effects", "sketchy or unfinished appearance", "dark or gritty atmosphere"; **NO Spider-Man, Mary Jane Watson, Gwen Stacy, or any existing Marvel character elements**; **NO rough art style that eliminates Romita's commercial precision**; **NO flashy technique that obscures storytelling clarity**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original superhero", "John Romita Sr. elegant line work", "sophisticated character design", "clean four-color printing", "glamorous idealization", "emotional storytelling clarity", "commercial illustration precision", "elegant figure construction", "sophisticated urban atmosphere".
+
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **elegant "VERTEX COMICS"** with **sophisticated adventure theme**
+- **Character prominence:** Central 55-65% featuring original superhero in sophisticated heroic presentation
+- **Sophisticated atmosphere:** Clean urban environment with elegant architectural detail and visual clarity
+- **Character context:** Clear superhero drama appropriate to sophisticated entertainment
+- **Emotional integration:** **Character relationships and dramatic tension** integrated throughout design
+
+**Period-Accurate Environment:** **1960s sophisticated urban setting** with **clean architectural elements**, **elegant design**, **fashionable technology**, and **sophisticated superhero adventure contexts**. **Surface Context Anchor:** Premium Silver Age comic with superior printing appropriate to commercial illustration influenced comic production. **Frame/Band Anchor:** Clean comic cover layout - elegant framing typical of Romita's commercial design approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated character drama and sophisticated typography zones.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Silver Age comic cover format with sophisticated integration.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Elegant "VERTEX COMICS"** with **sophisticated styling** (closest Google Font: Optima or Futura)
+- **Issue information:** "No. [X]" and "15¢" pricing in **clean Silver Age comic styling**
+- **Story elements:** 1-2 **character-focused coverlines** (e.g., "Sophisticated Adventure!", "Heroes and Heartbreak!")
+- **Publisher credit:** "Vertex Comics Group" in **elegant typography**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Clean, sophisticated lettering** with **commercial precision**
+- **Cover text:** **Elegant style** or closest approximation: **Optima, Futura, or Avenir**
+- **Color schemes:** **Sophisticated combinations** (white on navy, gold on burgundy) for **elegant appeal**
+- **Commercial integration:** Typography designed with **commercial sophistication** for maximum readability
+
+**Historical Accuracy:** Typography must match Silver Age comic conventions with period pricing, commercial design values, and elegant styling appropriate to sophisticated superhero adventure comics with Romita's commercial illustration influence.
+
+---
diff --git a/styles/silver_age_comics/neal_adams_realism_cover.md b/styles/silver_age_comics/neal_adams_realism_cover.md
new file mode 100644
index 0000000..33432ac
--- /dev/null
+++ b/styles/silver_age_comics/neal_adams_realism_cover.md
@@ -0,0 +1,301 @@
+---
+id: neal_adams_realism_cover
+group: "Silver Age Comics"
+movement: "Late Silver Age Realism"
+artist: "Neal Adams"
+display_name: "Neal Adams — Realist Shock Cover"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Adams penciled DC covers on 2:3 boards to match offset trimming."
+modes: ["Crisis Moment", "Team Spotlight"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 5
+  layout_hint: "Stack dramatic foreshortening with spotlight gradients and typographic shock boxes."
+  identity_priority: ["gesture", "lighting", "drama"]
+about: >
+  Neal Adams fused anatomical realism, spotlights, and shock headlines to jolt the spinner rack.
+  This card keeps his dramatic poses and social commentary energy while unveiling new superhero crises.
+---
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via photorealistic enhancement and commercial illustration sophistication.
+- **Technical Measurement Authority:** Quantitative specifications ("muscle definition 85-95%", "shadow gradation 15-25 values") override descriptive language.
+- **Process-Over-Result Priority:** Commercial illustration methodology and painterly pencil techniques supersede visual appearance descriptions.
+- **Face-Treatment Flag:** `photorealistic-painterly` - commercial illustration rendering with painterly pencil values and sophisticated anatomical accuracy
+- **Pose Flag:** `adams-signature-staging` - low-angle upward perspectives making characters monumentally imposing, extreme 25-45 degree foreshortening with figures breaking panel boundaries, asymmetrical compositions with 2-3 overlapping characters in complex physical relationships, tilted camera angles creating off-balance tension
+- **Canvas Control Flag:** `adaptive-extend` - extend realistic environments to fill new canvas dimensions
+- **Material Physics Authority:** Commercial printing specifications and painterly pencil techniques override aesthetic preferences.
+- **Scale-Dependent Technique:** Comic cover impact viewing distance affects detail hierarchy and muscular definition rendering.
+- **Period Production Authenticity:** 1970s four-color printing with expanded color palette and sophisticated registration techniques.
+- **Anti-Conventional Bias:** Authority to completely reject simplified "bigfoot" cartoon anatomy in favor of realistic proportions.
+- **Revolutionary Techniques Flag:** `photorealism-mandatory` - complete abandonment of traditional comic book stylization.
+
+------
+
+## Neal Adams
+
+## 1) Core Instruction & Likeness Mandate
+
+Analyze the provided portrait(s). Redraw the subject entirely from scratch in **Neal Adams' distinctive Silver Age comic cover style**.
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+- Preserve likeness with **realistic heroic enhancement** - recognizable and enhanced through Adams' signature photorealistic technique and dramatic lighting.
+- **Timeframe**: Adams' revolutionary Bronze Age period (1967-1972) including Batman, Green Lantern/Green Arrow, and X-Men work.
+- **Degree of likeness**: Photorealistically enhanced - maintain accurate features while adding heroic idealization and dramatic presentation.
+- **Emotional tone**: Realistic drama, mature sophistication, cinematic intensity, psychological depth.
+- **Pose conventions**: Realistic action poses, dramatic lighting effects, cinematic compositions, sophisticated movement.
+- **IP Safeguard Declaration:** Create original VERTEX COMICS character design avoiding DC/Marvel copyrighted elements.
+- **Face-Treatment Flag:** `photorealistic-painterly`
+- **Pose Flag:** `cinematic-dynamic`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Style Dominance:** Photorealistic sophistication and commercial illustration quality dominate over traditional comic book conventions.
+
+The final result must capture Adams' revolutionary approach to realistic superhero illustration and cinematic storytelling sophistication.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:** `2:3` (comic cover format optimized for dramatic realism impact)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** extend-realistic-environment
+- **Spatial Allocation:** Sophisticated character placement with 70% figure dominance and 30% cinematic environmental integration
+- **Background Treatment:** Fill canvas with realistic urban environments, dramatic lighting effects, or commercial illustration-quality backgrounds
+- **Format Justification:** 2:3 ratio serves Adams' preference for cinematic vertical compositions with dramatic staging and realistic proportions
+
+------
+
+## 3) Style Context & Material Authenticity
+
+The artwork must be created in **Neal Adams' signature Bronze Age style** (1967-1972), capturing the aesthetic principles of the artist who revolutionized comics through photorealistic illustration. Channel Adams' background in commercial advertising, syndicated strips, and his innovative approach to bringing sophisticated realism to superhero comics.
+
+**Intended medium**: Four-color process printing on newsprint, pushed to maximum realism and sophisticated color reproduction possible within early 1970s format capabilities.
+
+**Purpose**: Comic book cover demonstrating sophisticated artistic technique and mature visual storytelling that elevated the medium's artistic credibility.
+
+**Key influences**:
+
+- Commercial advertising illustration and agency work (Johnstone & Cushing)
+- Syndicated newspaper strip sophistication (Ben Casey)
+- Classical fine art anatomy and figure drawing techniques
+- Hollywood cinematography and dramatic lighting
+- Fashion photography and commercial portrait work
+- Painterly illustration techniques applied to comics medium
+
+**Thematic purpose**: Elevate comic book art to compete with commercial illustration and fine art through photorealistic sophistication and mature storytelling.
+
+**5 hallmark motifs with quantified specifications**:
+
+1. **Photorealistic anatomy** with 85-95% accuracy to human muscular structure and proportions
+2. **Painterly pencil values** using 15-25 gradation levels with sophisticated tonal modeling
+3. **Cinematic lighting effects** with 45-degree key lighting and dramatic rim lighting creating 3D form
+4. **Dynamic action poses** with 15-35 degree foreshortening and realistic weight distribution
+5. **Commercial illustration finish** with advertising-quality precision and sophisticated detail hierarchy
+
+**Period framing**: Bronze Age realism revolution (1967-1972) bringing commercial illustration sophistication to superhero comics.
+
+**Tone Tag**: Photorealistic sophistication, cinematic drama, commercial illustration quality, mature artistic credibility.
+
+**Production Era Authenticity**: Early 1970s four-color printing with expanded 64-color palette, period-limited halftone screens with visible dot patterns, and characteristic registration imperfections creating authentic newsprint reproduction quality with paper grain texture.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Work / Rendering:**
+
+- **Photorealistic precision** with commercial illustration clarity and advertising art sophistication
+- **Painterly pencil technique** using side of pencil with varied pressure creating 15-25 value gradations preserved through sophisticated inking interpretation
+- **Psychological facial expression** - characters show genuine stress, determination, fear, or exhaustion with subtly furrowed brows, tightened jaw muscles, worried eyes conveying internal emotional states
+- **Three-dimensional form modeling** with sophisticated understanding of light, shadow, and volume using classical fine art techniques
+- **Anatomically accurate construction** with 85-95% realistic human proportions showing actual physical stress and weight distribution in poses
+- **Multiple-figure interaction emphasis** - compositions featuring 2-3 characters in overlapping physical relationships (supporting, grabbing, falling together)
+- **Commercial illustration methodology** designed for period-limited four-color reproduction with characteristic newsprint limitations and visible printing artifacts
+
+**Coloring:**
+
+- **Period-authentic 1970s four-color process** using mechanical color separations with visible 65-85 LPI halftone dot patterns, especially in flesh tones and gradated areas
+- **Adams color revolution** - expanded 64-color palette with restored "tone yellow" (25%, 50% screens) enabling natural flesh tones instead of flat pink
+- **Hard color separations** - distinct boundaries between color areas with minimal blending, characteristic registration drift of 0.5-1mm creating period-authentic imperfections
+- **High contrast chiaroscuro** - deep solid blacks (100% K) contrasted with bright highlight areas using stark 80-20 light/dark ratios
+- **Environmental color logic** - warm interior building lighting (yellows 50-75% + magentas 25%), cool moonlight/sky (cyans 75% + magentas 25%), authentic material colors
+- **Visible printing artifacts** - slight color misregistration, dot gain in shadow areas, paper show-through in highlight areas typical of newsprint reproduction
+- **Limited gradient transitions** - color changes occur in 3-4 discrete steps maximum, never smooth digital blending, using mechanical screen patterns only
+
+**Texture:**
+
+- **Commercial illustration surface quality** with advertising-level finish and sophisticated reproduction
+- **Painterly pencil texture** with graphite gradations and sophisticated tonal modeling preserved in inking
+- **Photorealistic material representation** distinguishing different surface qualities through texture rendering
+- **Period-authentic halftone sophistication** with 85-100 LPI screens enabling realistic gradations
+- **Sophisticated color registration** maximizing 1970s four-color printing capabilities
+- **Three-dimensional texture modeling** using light and shadow to create convincing surface reality
+
+**Pose Anchors:**
+
+- **Low-angle heroic perspectives** - viewpoint positioned below character looking upward at 15-30 degree angle, making figures appear monumentally imposing and larger-than-life
+- **Multiple-character compositions prioritized** - feature 2-3 characters minimum in complex overlapping relationships: one character supporting/catching another, figures physically connected through grabbing, pulling, or falling together
+- **Panel-breaking extensions mandatory** - cape edges, extended arms, weapons, or flowing hair must extend beyond traditional frame boundaries by 10-20% into white space or margin areas
+- **Asymmetrical character arrangements** - reject centered compositions, place main figure at 1/3 rule positioning with supporting characters creating triangular or diagonal compositional flow
+- **Tilted horizon compositions** - rotate entire scene 10-20 degrees off vertical axis to create psychological tension and dynamic energy
+- **Environmental integration** - characters interacting with architectural elements (leaning on buildings, swinging from structures) with accurate perspective and scale relationships
+- **Emotional authenticity** - faces showing genuine fear, determination, exhaustion, or pain with specific micro-expressions: furrowed brows, clenched jaw, worried eyes, stressed facial muscles
+
+**Scale Hierarchy:** Photorealistic proportions emphasizing anatomical accuracy over stylized exaggeration (realistic anatomy 85-95%, dramatic lighting 70%, sophisticated detail 60%)
+
+**Material Authenticity:** Authentic 1970s commercial printing techniques with painterly pencil methodology - no modern digital effects
+
+**Period Consistency:** All elements coherent with 1970s commercial illustration revolution and Bronze Age sophistication
+
+**Production Method:** Four-color process printing with expanded color palette and sophisticated halftone screens enabling realistic gradations
+
+**Canvas Adaptation:** Composition designed for 2:3 comic cover format with cinematic staging and photorealistic presentation
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Adult Masculine Wardrobe:**
+
+- **Realistic superhero costumes**: Anatomically correct fit with believable fabric drape, sophisticated color schemes, realistic material representation
+- **1970s contemporary fashion**: Tailored suits, urban casual wear, period-accurate styling with commercial illustration sophistication
+- **Realistic military/adventure gear**: Believable equipment and accessories with authentic material rendering
+
+**Adult Feminine Wardrobe:**
+
+- **Sophisticated superhero designs**: Realistic fabric behavior and anatomically correct fit with fashion illustration influence
+- **1970s fashion photography**: High-fashion styling, period-accurate accessories, commercial illustration sophistication
+- **Realistic casual and professional**: Contemporary 1970s fashion with authentic material rendering and sophisticated drape
+
+**Fabric behavior**: Commercial illustration realism with authentic drape physics and sophisticated material differentiation
+
+**Accessory caps**: Moderate 2-3 accessories maximum - realistic equipment, sophisticated props, period-accurate details
+
+**Color palette restrictions**: Realistic color relationships - natural fabric colors, authentic material tones, sophisticated commercial illustration coordination
+
+**Wardrobe variation required**: Cycle through realistic color combinations avoiding repetition - emphasize photorealistic material representation
+
+**Props YAML pools**:
+
+```yaml
+hero_props:
+  - realistic_urban_environments
+  - sophisticated_lighting_equipment
+  - commercial_illustration_quality_backgrounds
+  - cinematic_staging_elements
+micro_props:
+  - realistic_surface_textures
+  - atmospheric_lighting_effects
+  - commercial_art_details
+```
+
+**Coherence filter**: All elements support photorealistic sophistication and commercial illustration aesthetic with documented 1970s period accuracy
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2):**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "bigfoot cartoon anatomy", "simplified proportions", "stylized comic book rendering"
+- "flat lighting", "amateur line quality", "unsophisticated color"
+- "basic halftone patterns", "limited color palette", "primitive printing quality"
+- "cartoonish facial features", "exaggerated anatomy", "unrealistic proportions"
+- "computer-generated gradients", "digital airbrushing", "smooth color blending", "modern digital effects"
+- "static centered poses", "conventional superhero stances", "predictable viewing angles"
+
+**Canvas Positives (≥2):**
+
+- "exactly 2:3 ratio", "recomposed for dramatic realism impact"
+- "extreme foreshortening 25-45 degrees", "Adams signature kick composition", "unconventional viewing angles"
+- "period-authentic 1970s four-color process", "flat color separations", "halftone-only gradients"
+- "commercial illustration sophistication", "expanded 64-color palette utilization"
+- "sophisticated halftone screens 85-100 LPI", "realistic material rendering"
+
+**Vocabulary warnings**: Avoid "cartoon," "stylized," "simplified" unless contextually subverting. Avoid "exaggerated," "unrealistic" unless serving dramatic staging purpose.
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION (2:3 Portrait):**
+
+- **Photorealistic emphasis** with 70% figure dominance and 30% realistic environmental integration
+- **Cinematic staging** with sophisticated camera angle choices and dramatic perspective effects
+- **Commercial illustration layout** principles with advertising photography influence and sophisticated hierarchy
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Cinematic methodology** with sophisticated camera positioning and dramatic angle selection
+- **Figure:ground ratio** 70:30 with realistic environmental integration and atmospheric perspective
+- **Photorealistic density** 85-95% anatomical accuracy with sophisticated detail hierarchy
+- **Commercial illustration lighting** with advertising-quality dramatic illumination and mood creation
+- **Realistic staging integration** optimized for 2:3 format with cinematic presentation principles
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Comic book newsprint with sophisticated commercial illustration reproduction quality
+- **Frame/Band:** Omit decorative elements - focus on photorealistic presentation without graphic design interference
+- **Production Context:** 1970s four-color printing with expanded palette and sophisticated halftone capabilities
+- **Ratio Enforcement:** Composition designed specifically for 2:3 comic cover with cinematic impact and photorealistic presentation
+
+**Backgrounds:**
+
+- **Realistic urban environments** with period-appropriate architectural detail and atmospheric perspective limited by 1970s printing capabilities
+- **Dramatic lighting environments** with period-limited color reproduction and characteristic newsprint texture showing through lighter areas
+- **Commercial art backgrounds** with 1970s printing limitations and visible halftone dot patterns in graduated areas
+- **Period-authentic atmospheric effects** with realistic lighting physics constrained by four-color process limitations and paper grain visibility
+
+**Mood/Intent:**
+
+- **Photorealistic sophistication** and commercial illustration credibility
+- **Cinematic drama** and mature visual storytelling
+- **Commercial art quality** and professional illustration standards
+- **Realistic heroism** and sophisticated character presentation
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Text Policy:** Allow with commercial illustration integration
+
+**Ratio-Appropriate Zones:** Layout optimized for 2:3 comic cover with sophisticated hierarchy and commercial design principles
+
+**Copy limits:** ≤6 words per line, ≤4 total text elements positioned for sophisticated visual impact
+
+**Period-Appropriate Typography:**
+
+- **1970s comic lettering** with professional commercial quality and sophisticated styling
+- **Commercial illustration typography** with advertising design influence and professional presentation
+- **VERTEX COMICS logo treatment** in sophisticated Adams-influenced realistic design
+- **Professional lettering** integration with photorealistic art and commercial illustration sophistication
+
+**Font recommendations:**
+
+- *Closest Google Font: Oswald (commercial sans-serif analog, 80%). Better: 1970s professional comic lettering or commercial advertising typography.*
+
+**Format-Specific Text Rules:**
+
+- **Comic cover mode:** Typography serving photorealistic presentation with commercial illustration sophistication
+- **Text integration** supporting realistic visual impact over decorative comic book conventions
+- **Commercial design hierarchy** with advertising layout principles and sophisticated presentation
+
+**Historical accuracy:** Typography must match 1970s commercial illustration standards with period-appropriate professional sophistication
+
+**Production Method Integration:** Typography rendered with 1970s commercial printing techniques and advertising design precision with sophisticated color registration and professional presentation quality
diff --git a/styles/silver_age_comics/steve_ditko_psych_mystery.md b/styles/silver_age_comics/steve_ditko_psych_mystery.md
new file mode 100644
index 0000000..cb23501
--- /dev/null
+++ b/styles/silver_age_comics/steve_ditko_psych_mystery.md
@@ -0,0 +1,127 @@
+---
+id: steve_ditko_psych_mystery
+group: "Silver Age Comics"
+movement: "Strange Tales Psychedelia"
+artist: "Steve Ditko"
+display_name: "Steve Ditko — Psych-Mystic Cover"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3"]
+ratios_status: "provisional"
+ratios_notes: "Ditko designed Strange Tales covers on 2:3 art to align with Marvel trim lines."
+modes: ["Mystic Duel", "Mindscape Spiral"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "Float cloaked heroes amid surreal geometry, anchoring a portal or villain at center."
+  identity_priority: ["gesture", "negative-space", "design"]
+about: >
+  Steve Ditko warped perspective into mystic portals, split screens, and paranoid figurework.
+  We keep his nervous line, spiral vistas, and asymmetric compositions while conjuring new villains.
+---
+
+> **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = age-appropriate, non-sexualized attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **2:3 comic book cover format** - ignore source image dimensions completely. **Redraw command:** "Redraw the subject as a **generic original superhero** in **Steve Ditko's distinctive Silver Age style** for **exact Vertex Comics cover format**." **IP Safeguard:** Create original superhero character with completely distinct costume design, unique power set, and different visual elements - avoid any resemblance to existing Marvel/DC properties, especially Spider-Man, Doctor Strange, or Question elements. **Likeness (style-first):** Identity via **angular expressive pose/neurotic intensity/awkward heroic stance** while **preserving subject's gender presentation and core facial features**; integrate into **Silver Age comic medium** emphasizing **psychological complexity** and **expressive distortion**. **Face-Treatment Flag:** `pen-crosshatch` with **angular construction** **Pose Flag:** `psychological-tension` with **expressive distortion** **Canvas Control Flag:** `strict-reframe` **Style dominance:** Ditko's expressive intensity overrides conventional heroic poses, prioritizing **emotional authenticity** and **psychological depth** over idealized presentation. **Mode Selector:** Psychologically Complex Superhero Comic with Vertex Comics branding.
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- **2:3** (classic comic book cover - primary choice)
+- **3:4** (Silver Age proportion - alternative)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** strict-reframe with angular hero prominence and psychologically charged environments
+- **Spatial Allocation:** Hero dominance 50-60%, environmental/abstract elements 20-25%, typography zones 15-20%, negative space 5-10%
+- **Background Treatment:** Dual-mode environments - either hyper-real urban settings OR abstract psychedelic dimensions with minimal right angles
+- **Format Justification:** Comic cover requires psychological layout for maximum emotional impact with integrated surreal or urban elements
+
+## 3) Style Context & Material Authenticity
+
+Steve Ditko's revolutionary Silver Age style (1962-1966) established **psychological superhero storytelling** through **angular expressive distortion** and **neurotic character intensity**. Production method emphasizes **precise pen and ink technique** with **geometric angular construction**, **imperfect anatomical proportions**, and **dual-reality visual approaches combining gritty urban realism with surreal psychedelic abstraction**. **Paper substrate:** **Standard newsprint with four-color printing creating distinctive color separations and slight registration drift**. Purpose focuses on **internal character conflict** through **psychological visual storytelling** and **expressive emotional presentation** within **Marvel Silver Age comic production**. Hallmark motifs include **expressively gesticulating hands with fingers pointing in all directions, splayed wide or forming dramatic poses**, **angular geometric body construction with deliberately imperfect, neurotic proportions for males, fuller-figured but still angular construction for females**, **distinctive female features: prominent eyes with heavy eyelashes 150-200% normal size, wavy/curly hair rendered with individual strand definition, rounded but geometric facial construction**, **dual environmental approaches: hyper-real New York urban settings with detailed architecture OR abstract psychedelic dimensions with curved, squiggly design elements and no right angles**, **webbing and cobweb patterns as recurring visual motifs in geometric or organic arrangements**, and **close-up panels focusing on intense, calm yet penetrating eyes with dramatic emotional emphasis**. Period framing encompasses **1960s psychological complexity** with **counterculture mysticism** creating **neurotic but authentic superhero drama**.
+
+**Innovation line:** **Psychological complexity integration** / **Expressive distortion mastery** / **Dual-reality visual storytelling** / **Ditko-Lee Marvel Method collaboration**.
+
+## 4) Technical Method & Mark-Making
+
+**Line:** **Angular, geometric weights** at **1.0-2.0 pt** for **character outlines** with **precise pen construction** and **deliberately awkward anatomical proportions**. **Expressive distortion technique** with **angular joint definition** and **neurotic edge quality**. **Superior pen and ink reproduction** optimized for **Silver Age printing**. **Color:** **Distinctive Silver Age palette** with **psychological color relationships** - **blues, reds, greens, purples** in **four-color process with visible registration separation**. **Contrasting approaches: realistic urban colors OR psychedelic mystical combinations with otherworldly palettes**. **Texture:** **Standard newsprint** with **four-color halftone patterns** and **slight registration drift**. **Pen and ink surface quality** with **crosshatching patterns** and **angular texture treatment**. **Detail hierarchy:** **Hands receive maximum expressive emphasis** with **individual finger definition and dramatic gesticulation**, **faces focus on intense eye contact** with **angular facial construction**, **bodies constructed from geometric shapes** with **deliberately imperfect proportions**, **environments shift between hyper-detailed urban accuracy and abstract psychedelic minimalism**. **Material simulation:** **1960s Silver Age comic production** with **pen and ink precision** and **four-color printing characteristics**. **Scale Hierarchy Anchor:** **Psychological proportions adapted to subject's gender** - **deliberately imperfect anatomy: elongated limbs 110-125% realistic length, angular joints emphasized, hands enlarged 120-140% for expressive gesticulation**; **Male figures: scrawny, awkward build with prominent angular joints, neurotic intensity**; **Female figures: distinctive Ditko approach - fuller figured but still angular construction, prominent eyes with heavy eyelashes 150-200% normal size, wavy/curly hair rendered with individual strand definition, rounded but geometric facial features, avoiding both glamour idealization and complete awkwardness**. **Canvas Adaptation Anchor:** Comic cover composition designed for **2:3 format** with **psychological character prominence** and **dual-reality environmental approach**.
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**IP-Safe Original Superhero Design:**
+
+- **Original Psychologically Complex Hero (Any Gender):** **Alternative color schemes** (navy/orange/silver, emerald/purple/yellow, burgundy/teal/cream, brown/blue/gold), **unique power visualization** (energy patterns, abstract abilities, psychological manifestations - NO web patterns, NO mystical hand gestures, NO question mark symbols), **awkward but functional costume design** (angular styling, geometric patterns, practical but unglamorous design, neurotic attention to detail), **psychologically authentic styling** appropriate to **complex character drama** **adapted to subject's physique and gender presentation**, **angular geometric design** with **Ditko's expressive aesthetic**; accessories maximum **1-2** psychologically relevant items.
+
+**Supporting Character Wardrobe:**
+
+- **Urban dwellers:** **1960s everyday attire** with **psychological realism** and **working-class authenticity**
+- **Authority figures:** **Period appropriate uniforms**, **realistic institutional clothing**, **unglamorous presentation**
+- **Mystical/Abstract beings:** **Geometric costume design**, **angular supernatural styling**, **psychedelic color schemes**
+
+**Prop Selector**
+
+```yaml
+vertex_psychological_props:
+  urban_elements: [New York architecture, realistic city details, everyday objects, working-class environments]
+  abstract_objects: [geometric energy forms, psychological manifestations, surreal phenomena, dimensional effects]
+  character_elements: [expressive gestures, psychological tension, internal conflict, moral complexity]
+  environmental_shifts: [realistic urban settings, abstract psychedelic dimensions, geometric patterns, mystical atmospheres]
+  emotional_effects: [neurotic intensity, psychological drama, expressive distortion, authentic awkwardness]
+  micro_details: [angular costume elements, geometric patterns, psychological symbolism, expressive accessories]
+  exclusions:
+    - "no Spider-Man universe iconography"
+    - "no web patterns or spider motifs"
+    - "no Doctor Strange mystical symbols"
+    - "no Question or objectivist imagery"
+    - "no existing Marvel/DC character visual references"
+    - "no idealized heroic proportions that eliminate psychological authenticity"
+```
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**⌧ Canvas Negatives:** "original image proportions", "idealized heroic anatomy", "glamorous presentation", "Spider-Man costume elements", "web patterns or spider imagery", "Doctor Strange mystical symbols", "Question mark iconography", "existing Marvel character references", "perfect anatomical proportions", "conventional superhero poses", "smooth idealized surfaces"; **NO Spider-Man, Doctor Strange, Question, or any existing Ditko character elements**; **NO idealized anatomy that eliminates psychological authenticity**; **NO conventional heroic poses that remove neurotic intensity**. **✓ Canvas Positives:** "exactly 2:3 comic book cover format", "Vertex Comics original hero", "Steve Ditko angular construction", "expressive psychological intensity", "awkward but authentic proportions", "neurotic character depth", "geometric angular design", "dual-reality environmental approach", "pen and ink precision", "four-color Silver Age printing".
+
+## 7) Composition & Lighting Patterns
+
+**COMIC COVER COMPOSITION REQUIREMENTS:**
+
+- **Masthead zone:** Top 15-20% for **angular "VERTEX COMICS"** with **psychological drama theme**
+- **Character prominence:** Central 50-60% featuring original hero in psychologically complex presentation
+- **Dual-reality atmosphere:** **Either hyper-real urban environment with detailed NYC architecture OR abstract psychedelic dimension with curved, squiggly elements and minimal right angles**
+- **Psychological context:** Clear internal conflict or moral complexity appropriate to character-driven drama
+- **Expressive integration:** **Dramatic hand gestures and intense eye contact** integrated throughout design
+
+**Period-Accurate Environment:** **Dual-mode approach: 1960s hyper-realistic New York urban setting with detailed architecture, water towers, and working-class elements OR abstract psychedelic dimensions with organic curved shapes, geometric patterns, and mystical atmosphere**. **Surface Context Anchor:** Silver Age comic with four-color printing and slight registration drift appropriate to 1960s Marvel production. **Frame/Band Anchor:** Angular comic cover layout - geometric framing typical of Ditko's expressive approach. **Ratio Enforcement Anchor:** All elements composed specifically for 2:3 comic format with integrated psychological drama and angular typography zones.
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow - **Essential** to authentic Silver Age comic cover format with psychological integration.
+
+**Required Typography Elements:**
+
+- **Masthead:** **Angular "VERTEX COMICS"** with **psychological tension styling** (closest Google Font: Eurostile or Bank Gothic)
+- **Issue information:** "No. [X]" and "12¢" pricing in **bold Silver Age comic styling**
+- **Story elements:** 1-2 **psychologically-focused coverlines** (e.g., "Neurotic Hero Drama!", "Psychology Meets Super-Powers!")
+- **Publisher credit:** "Vertex Comics Group" in **angular typography**
+
+**Typography Specifications:**
+
+- **Masthead treatment:** **Angular, geometric lettering** with **psychological tension**
+- **Cover text:** **Angular style** or closest approximation: **Eurostile, Bank Gothic, or Bebas Neue**
+- **Color schemes:** **High contrast combinations** (white on navy, yellow on burgundy) for **psychological impact**
+- **Angular integration:** Typography designed with **geometric precision** for maximum psychological authenticity
+
+**Historical Accuracy:** Typography must match Silver Age comic conventions with period pricing, psychological drama values, and angular styling appropriate to neurotic superhero adventure comics with Ditko's expressive design influence.
+
+---
diff --git a/styles/stained_glass/harry_clarke_art_deco_stained_glass.md b/styles/stained_glass/harry_clarke_art_deco_stained_glass.md
new file mode 100644
index 0000000..3682301
--- /dev/null
+++ b/styles/stained_glass/harry_clarke_art_deco_stained_glass.md
@@ -0,0 +1,260 @@
+---
+id: harry_clarke_art_deco_stained_glass
+group: "Stained Glass"
+movement: "Art Deco"
+artist: "Harry Clarke"
+display_name: "Harry Clarke — Art Deco Psychodrama"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["2:3", "5:2", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "Clarke staged vertical drama at 2:3, literary friezes at 5:2, and jewel-box medallions in perfect squares."
+modes: ["Dramatic Lancet", "Literary Narrative Band", "Psychological Medallion"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "Stage a central protagonist with up to two secondary apparitions; pattern density must remain high."
+  identity_priority: ["silhouette", "psychological-expression", "decorative-density"]
+about: >
+  Harry Clarke fused Celtic revival ornament, acid-etched plating, and Art Deco theatricality to create stained glass charged with
+  psychological tension. This card brings his 1900–1930 studio grammar—elongated saints, black glass silhouettes, horror-vacui
+  patterns—into our prompt framework.
+---
+
+# Art Deco Stained Glass (Harry Clarke Style)
+
+**Version:** 4.2 Art Deco Specialized
+ **Purpose:** Comprehensive framework for generating authentic Art Deco stained glass artwork with psychological intensity, decorative maximalism, and theatrical drama following Harry Clarke's revolutionary approach (1900-1930).
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via Art Deco stylization and psychological characterization.
+- **Technical Measurement Authority:** Quantitative specifications ("2mm acid etch depth", "80% decorative density") override descriptive language.
+- **Process-Over-Result Priority:** Art Deco glass techniques and theatrical staging supersede visual appearance descriptions.
+- **Psychological Drama Authority:** Emotional intensity and theatrical presentation take precedence over conventional beauty.
+- **Period Authenticity Mandate:** 1900-1930 production methods and Art Deco aesthetic innovations are mandatory.
+
+**Face-Treatment Flag (mandatory):** `linear-anatomical-destruction` with psychological intensity **Pose Flag (mandatory):** `psychological-tension` or `theatrical-dramatic` **Canvas Control Flag:** `strict-reframe` or `adaptive-extend` **Material Physics Authority:** Acid etching, sandblasting, and plating techniques override aesthetic preferences. **Scale-Dependent Technique:** Intimate viewing distances affect detail density and psychological impact. **Art Deco Production Authenticity:** Clarke workshop methods and decorative maximalism take precedence. **Quantifiers authoritative:** Decorative density, etch depths, and pattern complexity measurements are binding. **Text policy:** Poetic inscriptions, literary quotes, and decorative lettering when Section 8 authorizes. **Safety/IP:** Appropriate artistic content within Art Deco context; no modern anachronisms. **Art Deco wardrobe guardrail:** 1920s fashion, Celtic revival, and theatrical costume. **Gender expression:** Art Deco and Irish artistic conventions with psychological complexity. **Material authenticity:** Authentic acid etching, sandblasting, and contemporary Art Deco techniques. **Composition boundaries:** Decorative maximalism and psychological drama define compositional elements. **Theatrical integration:** Windows must reflect Art Deco dramatic philosophy and emotional intensity. **Psychological coherence:** All elements serve unified emotional vision and theatrical impact. **Revolutionary technique authorization:** Comfort violation and conventional beauty prohibition when psychologically appropriate. **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** following Art Deco theatrical proportions.
+- Redraw in **Art Deco Stained Glass (Harry Clarke Style)** for **[dramatic format specification]**.
+- Identity via psychological characterization, theatrical staging, and decorative maximalism.
+- **IP Safeguard Declaration:** Create original Art Deco designs avoiding copyrighted elements while maintaining period psychological intensity.
+- **Face-Treatment Flag:** `linear-anatomical-destruction` with psychological drama
+- **Pose Flag:** `psychological-tension` with theatrical presentation
+- **Canvas Control Flag:** `strict-reframe` for dramatic impact
+- **Art Deco Style Dominance:** Psychological intensity and decorative maximalism override conventional beauty standards.
+- **Mode Selector:** Church commission, literary illustration, memorial drama, or psychological showcase.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION (Art Deco specifications):**
+
+**PORTRAIT FORMATS (Dramatic Windows):**
+
+- `2:3` (Art Deco standard drama)
+- `3:4` (ecclesiastical intensity)
+- `4:5` (intimate psychological)
+
+**LANDSCAPE FORMATS (Narrative/Literary):**
+
+- `5:2` (literary narrative sequence)
+- `4:3` (theatrical staging)
+- `21:9` (cinematic drama)
+
+**SQUARE FORMATS (Medallion/Portrait):**
+
+- `1:1` (psychological portraits)
+- `1:1` (symbolic compositions)
+
+**SPECIALTY FORMATS:**
+
+- `3:5` (Celtic proportional)
+- `2.5:4` (book illustration influence)
+- Arched formats with Art Deco geometric tracery
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Theatrical Framework Method:** Dramatic staging principles define spatial structure
+- **Psychological Focus:** Emotional intensity governs figure placement and scale
+- **Decorative Integration:** Maximalist pattern systems serve psychological narrative
+- **Atmospheric Drama:** Composition optimized for intense light-dark contrasts and emotional impact
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Art Deco Stained Glass Movement - Harry Clarke School (1900-1930)**
+
+- **Influences:** Celtic Revival, Art Nouveau linear stylization, Symbolist literature, Irish nationalism, Gothic Revival craftsmanship, contemporary fashion, psychological realism, theatrical design
+- **Production Method:** Clarke studio system using acid etching, sandblasting, plating techniques, industrial materials, contemporary tools, complex cartoon development, psychological character studies
+- **Thematic Purpose:** Psychological exploration, literary illustration, emotional intensity, Irish cultural expression, modern life commentary, spiritual questioning
+- **Dramatic Hallmark Motifs:**
+  - Acid etching depth: 1-3mm creating textural complexity and surface variation
+  - Black glass dominance: 30-50% composition creating dramatic silhouettes and graphic impact
+  - Decorative density: 80-95% surface coverage with horror vacui principle
+  - Facial elongation: 140-160% natural proportion for psychological emphasis
+  - Pattern complexity: Celtic interlacing with Art Deco geometric integration
+- **Period Framing:** Irish Literary Revival, Post-WWI psychological awareness, Art Deco emergence, Celtic nationalism, modern industrial techniques
+- **Tone Tag:** Psychological, dramatic, intense, decorative, theatrical
+- **Art Deco Production Authenticity:** Clarke studio innovation, contemporary technique integration, psychological character development requirements
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Glass Construction Anchors (≥8 required):**
+
+- **Acid Etching Quality:** 1-3mm depth creating complex surface textures, pattern definition, and atmospheric effects through controlled chemical etching
+- **Sandblasting Application:** Variable depth surface treatment creating frosted effects, texture gradation, and dimensional quality
+- **Plating Technique:** Multiple glass layers creating complex color interactions, depth effects, and impossible single-glass colors
+- **Black Glass Integration:** 30-50% composition using black glass for dramatic silhouettes, graphic definition, and psychological impact
+- **Linear Detail Precision:** 0.5-1mm line work for textile patterns, facial features, decorative elements, and Celtic interlacing
+- **Decorative Pattern Density:** 80-95% surface coverage with controlled complexity serving psychological narrative
+- **Psychological Pose Anchors:** Theatrical gesture vocabulary, dramatic hand positions, intense eye contact, emotional body language
+- **Proportional Measurements:** Art Deco elongation with exaggerated features for psychological effect and dramatic impact
+- **Contemporary Integration:** 1920s fashion elements, modern materials, industrial technique coordination
+- **Material Authenticity:** Period-accurate acid chemistry, authentic sandblasting equipment, Clarke-era kiln techniques
+- **Light Drama Optimization:** Intense contrast effects, silhouette clarity, atmospheric mystery creation
+- **Emotional Impact Control:** Psychological intensity maintenance, character development, theatrical staging principles
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Art Deco Wardrobe Matrix:**
+
+- **Social Hierarchical Tracks:** Flapper (beaded/geometric), Celtic Revival (traditional/romantic), Theatrical (costume/dramatic), Literary (bohemian/artistic), Religious (reformed/modern), Contemporary (1920s/fashionable), Mythological (symbolic/timeless)
+- **Fabric Behavior:** 1920s fashion with geometric patterns, Celtic textiles with traditional motifs, theatrical costume with dramatic effect, beaded and metallic surfaces
+- **Psychological Accessory Requirements:**
+  - Minimalist: Single dramatic element + symbolic object (≤2 elements)
+  - Elaborate: Full theatrical costume + psychological props (3-4 elements maximum)
+- **Art Deco Color Conventions:** High contrast palettes, jewel tone intensity, metallic accents, psychological color symbolism
+- **Costume Variation Required:** Cycle through appropriate 1920s styles and Celtic revival elements, avoid identical repetition between iterations
+- **Period Props:** 1 primary symbolic object + optional 1 atmospheric element (total ≤2)
+- **Psychological Coherence Filter:** All elements serve emotional narrative; fallback = dramatically intense scene
+- **YAML Art Deco Prop Pools Required:**
+
+```yaml
+art_deco_theatrical:
+  fashion_elements: [beaded_dress, geometric_jewelry, feathered_headband, art_deco_brooch, 1920s_hairstyle]
+  dramatic_objects: [theatrical_mask, ornate_mirror, dramatic_lighting, stage_curtain, spotlight]
+  psychological_symbols: [broken_mirror, wilting_flower, caged_bird, thorned_rose, shadowed_face]
+  contemporary_items: [cigarette_holder, cocktail_glass, gramophone, art_deco_clock, modern_furniture]
+
+celtic_revival:
+  traditional_elements: [celtic_knot, irish_harp, shamrock, celtic_cross, ogham_stone]
+  mythological_beings: [sidhe_queen, celtic_warrior, druid_priest, banshee, celtic_god]
+  natural_symbols: [oak_tree, raven, wolf, celtic_spiral, standing_stone]
+  literary_references: [yeats_poetry, irish_legends, finn_maccool, tir_na_nog, celtic_otherworld]
+
+psychological_drama:
+  emotional_states: [melancholy, ecstasy, torment, revelation, transformation]
+  symbolic_objects: [broken_chains, burning_book, crystal_ball, dying_swan, golden_apple]
+  atmospheric_elements: [storm_clouds, moonlight, candleflame, mirror_fragments, shadow_play]
+  literary_themes: [forbidden_love, spiritual_quest, artistic_creation, death_beauty, time_passage]
+
+decorative_maximalism:
+  pattern_types: [celtic_interlace, art_deco_geometric, textile_design, architectural_ornament]
+  surface_treatments: [acid_etched, sandblasted, plated_glass, metallic_stain, iridescent_surface]
+  color_combinations: [jewel_contrasts, metallic_accents, dramatic_silhouettes, psychological_palettes]
+  ornamental_density: [horror_vacui, decorative_abundance, pattern_layering, surface_richness]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥4 required):**
+
+- "conventional beauty", "harmonious composition", "pleasant imagery", "decorative restraint"
+- "medieval simplicity", "renaissance naturalism", "photographic accuracy", "industrial uniformity"
+- "emotional restraint", "psychological comfort", "decorative minimalism", "surface plainness"
+- "original aspect ratio", "unmodified framing", "non-dramatic proportions"
+
+**Canvas Positives (≥4 required):**
+
+- "exactly [declared Art Deco ratio]", "psychological intensity", "decorative maximalism"
+- "acid etching complexity", "theatrical drama", "black glass silhouettes"
+- "Clarke studio authenticity", "emotional psychological depth", "1920s contemporary integration"
+- "Celtic revival elements", "horror vacui density", "dramatic light-dark contrasts"
+
+**Art Deco Vocabulary Requirements:** Emphasize "psychological", "dramatic", "intense", "decorative", "theatrical" **Period Vocabulary Warnings:** Avoid "harmonious", "pleasant", "restrained", "simple", "comfortable"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC DRAMATIC COMPOSITION:**
+
+**For Portrait Formats (2:3, 3:4, 4:5):** Psychological figure dominance with decorative background integration, theatrical staging emphasis, emotional intensity focus **For Landscape Formats (5:2, 4:3, 21:9):** Literary narrative development, dramatic sequence arrangement, cinematic staging across horizontal format
+ **For Square Formats (1:1):** Centered psychological portraits, symbolic arrangements, intense character studies
+
+**ART DECO COMPOSITION ANCHORS:**
+
+- **Theatrical Staging Regime:** Dramatic lighting effects, psychological positioning, emotional gesture coordination
+- **Decorative Maximalism System:** Horror vacui principle, pattern layering, surface richness controlled for psychological impact
+- **Figure-Ground Distribution:** Primary psychological figures 50%, decorative patterns 35%, atmospheric elements 15%
+- **Psychological Density Management:** Emotional intensity balanced with decorative complexity, intimate viewing distance considerations
+- **Dramatic Light Integration:** High contrast effects, silhouette drama, atmospheric mystery, psychological illumination
+- **Decorative-Emotional Balance:** Pattern density serving psychological narrative, emotional breathing space, theatrical focus
+
+**REQUIRED DRAMATIC ANCHORS:**
+
+- **Architectural Context:** Art Deco building integration, contemporary interior harmony, ecclesiastical dramatic enhancement
+- **Decorative Frame Mandate:** Art Deco geometric borders, Celtic interlacing, psychological framing devices
+- **Studio Production Context:** Clarke workshop innovation, contemporary technique integration, psychological character development
+- **Art Deco Ratio Enforcement:** Composition designed for specific dramatic proportion, theatrical staging maintained
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Art Deco Text Policy:** English literary texts, poetic inscriptions, and decorative lettering when serving psychological narrative
+
+**When Authorized:**
+
+- **Dramatic Ratio-Appropriate Zones:** Text integrated with decorative framework, readable at intimate viewing scale
+- **Art Deco Copy Limits:** ≤10 words per inscription, positioned within decorative cartouches or atmospheric elements
+- **Period-Appropriate Typography:** Art Deco lettering, Celtic revival scripts, theatrical presentation
+- **Art Deco Font Recommendation:** Based on 1920s typography and Clarke decorative lettering
+  - *Primary: Art Deco geometric lettering, Celtic revival forms*
+  - *Modern equivalent: Jazz Age typography*
+  - *Example: "Art Deco text using Geometric/Celtic forms (1920s theatrical analog)"*
+
+**Format-Specific Art Deco Text Rules:**
+
+- **Ecclesiastical Mode:** Poetic biblical texts, psychological religious inscriptions, dramatic liturgical quotes
+- **Literary Mode:** Poetry excerpts, literary quotations, symbolic inscriptions, atmospheric text
+- **Memorial Mode:** Dramatic commemorative text, psychological dedications, emotional tributes
+- **Psychological Mode:** Character names, emotional states, symbolic phrases, atmospheric words
+
+**Psychological Accuracy Mandate:** All text must serve emotional narrative and psychological character development **Art Deco Typography Integration:** Text rendered using period-appropriate decorative lettering, integrated with theatrical staging
+
+------
+
+## Art Deco Validation Elements
+
+**Psychological Authenticity:** All figures must reflect Art Deco psychological complexity and emotional intensity **Decorative Integration:** Design must demonstrate horror vacui principle and decorative maximalism philosophy **Period Authenticity:** All elements must reflect 1900-1930 production methods and Art Deco innovations
+ **Theatrical Quality:** Compositional elements must demonstrate dramatic staging and emotional impact **Material Authenticity:** Surface and construction techniques must exhibit authentic acid etching and sandblasting characteristics **Psychological Coherence:** Overall design must serve unified emotional vision and theatrical dramatic impact **Technical Innovation:** Design must demonstrate Clarke-level technical mastery and contemporary material integration
+
+------
diff --git a/styles/stained_glass/medieval_cathedral_stained_glass.md b/styles/stained_glass/medieval_cathedral_stained_glass.md
new file mode 100644
index 0000000..47cb3e9
--- /dev/null
+++ b/styles/stained_glass/medieval_cathedral_stained_glass.md
@@ -0,0 +1,256 @@
+---
+id: medieval_cathedral_stained_glass
+group: "Stained Glass"
+movement: "High Gothic"
+artist: "Cathedral Workshops"
+display_name: "Gothic Cathedral Stained Glass"
+style_scope: "movement"
+hero_image: null
+ratios: ["2:7", "5:2", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "Lancet saints live on 2:7 panels; clerestory narratives widen to 5:2; rose medallions stay perfectly circular."
+modes: ["Lancet Saint Panel", "Clerestory Narrative", "Rose Window Medallion"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 6
+  layout_hint: "Stack saints hieratically or distribute apostles around radial Christ medallions; obey sacred geometry."
+  identity_priority: ["silhouette", "gesture", "sacred-symbols"]
+about: >
+  12th–13th century cathedral workshops fused jewel-toned crown glass, 2–4 mm cames, and theological storytelling to flood Gothic
+  interiors with divine light. This framework recreates those lancets, clerestories, and rose windows with authentic iconography and
+  sacred proportions.
+---
+
+# Medieval Cathedral Stained Glass
+
+**Version:** 4.2 Medieval Specialized **Purpose:** Comprehensive framework for generating authentic Medieval Cathedral stained glass artwork with period-accurate techniques, sacred iconography, and Gothic architectural integration.
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via silhouette/gesture/expression through medieval artistic conventions.
+- **Technical Measurement Authority:** Quantitative specifications ("2mm lead lines", "3:4 figure elongation") override descriptive language.
+- **Process-Over-Result Priority:** Traditional glass painting and leading techniques supersede visual appearance descriptions.
+- **Sacred Iconography Authority:** Religious symbolism and theological accuracy take precedence over artistic interpretation.
+- **Period Authenticity Mandate:** 12th-13th century production methods and aesthetic conventions are mandatory.
+
+**Face-Treatment Flag (mandatory):** `fresco-matte` with sacred iconography **Pose Flag (mandatory):** `hieratic-formal` or `gestural-fluid` (liturgical) **Canvas Control Flag:** `adaptive-extend` or `format-native` **Material Physics Authority:** Lead came construction, mouth-blown crown glass, and vitreous paint specifications override aesthetic preferences. **Scale-Dependent Technique:** Cathedral viewing distance affects detail hierarchy and lead line thickness (2-4mm standard). **Sacred Production Authenticity:** Monastic workshop methods and liturgical requirements take precedence. **Quantifiers authoritative:** Lead line thickness, figure proportions, and architectural measurements are binding. **Text policy:** Latin inscriptions and sacred texts only when Section 8 authorizes. **Safety/IP:** No nudity except traditional biblical context; no modern elements or anachronisms. **Sacred wardrobe guardrail:** Ecclesiastical vestments, royal regalia, and biblical costume appropriate to period. **Gender expression:** Traditional medieval iconographic conventions. **Material authenticity:** Authentic medieval glass painting techniques, no modern digital effects simulating traditional media. **Composition boundaries:** Lead came framework defines all compositional elements. **Gothic architectural integration:** Windows must function within cathedral structural and spiritual context. **Liturgical coherence:** All elements serve theological narrative and spiritual uplift. **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** following Gothic cathedral proportions.
+- Redraw in **Medieval Cathedral Stained Glass** for **[Gothic window format]**.
+- Identity via sacred iconography, gesture, and symbolic attributes.
+- **IP Safeguard Declaration:** Create original sacred designs avoiding copyrighted modern interpretations while maintaining theological accuracy.
+- **Face-Treatment Flag:** `fresco-matte` with sacred idealization
+- **Pose Flag:** `hieratic-formal` with liturgical gestures
+- **Canvas Control Flag:** `adaptive-extend` for cathedral integration
+- **Sacred Style Dominance:** Medieval theological and artistic conventions override contemporary aesthetics.
+- **Mode Selector:** Cathedral window, rose window, lancet panel, or devotional medallion.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION (Gothic cathedral specifications):**
+
+**PORTRAIT FORMATS (Lancet Windows):**
+
+- `2:7` (tall Gothic lancet - preferred for standing saints)
+- `3:8` (cathedral lancet standard)
+- `1:3` (narrow devotional panel)
+
+**LANDSCAPE FORMATS (Clerestory):**
+
+- `5:2` (clerestory band narrative)
+- `8:3` (wide narrative sequence)
+
+**CIRCULAR FORMATS (Rose Windows):**
+
+- `1:1` (rose window medallions)
+- `1:1` with radial divisions (12, 16, or 24 segments)
+
+**SPECIALTY FORMATS:**
+
+- `4:3` (choir window standard)
+- `3:4` (chapel window)
+- Geometric: Trefoil, Quatrefoil shapes
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Gothic Framework Method:** Lead came grid defines compositional structure
+- **Sacred Geometry:** Proportional systems based on liturgical requirements
+- **Architectural Integration:** Window shape serves cathedral's spiritual program
+- **Light Orchestration:** Composition optimized for divine illumination effects
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Medieval Cathedral Stained Glass Movement (1140-1300)**
+
+- **Influences:** Byzantine iconography, Romanesque manuscript illumination, Gothic architectural revolution, Cistercian spirituality, Scholastic theology
+- **Production Method:** Monastic workshop system using mouth-blown crown glass, vitreous paint firing at 1200°F, H-section lead came assembly, iron armature support
+- **Thematic Purpose:** Spiritual transformation through divine light, biblical instruction, liturgical enhancement, architectural dematerialization
+- **Sacred Hallmark Motifs:**
+  - Lead line thickness: 2-4mm creating bold graphic structure
+  - Figure elongation: 120-150% natural proportion for spiritual emphasis
+  - Jewel-tone palette: Cobalt blue (divine truth), ruby red (sacrifice), emerald green (resurrection), golden amber (divine glory)
+  - Halo specifications: 15-20% head diameter with decorative inner patterns
+  - Architectural frames: Gothic arches, trefoil medallions, geometric borders
+- **Period Framing:** High Gothic cathedral construction era, Crusades influence, rise of universities and Scholasticism
+- **Tone Tag:** Sacred, luminous, transcendent, hierarchical, symbolic
+- **Sacred Production Authenticity:** Monastic workshop methods, liturgical oversight, theological accuracy requirements
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Glass Construction Anchors (≥8 required):**
+
+- **Lead Line Quality:** 2-4mm H-section came creating bold black outlines, following figure contours and architectural elements with confident directional flow
+- **Glass Paint Application:** Vitreous paint mixed with iron oxide, applied in controlled washes for flesh tones and shading, fired at 1200°F for permanent fusion
+- **Color Mixing Methods:** Layered transparent glasses, silver stain on white glass creating yellows and warm tones, flashed ruby glass with detailed etching
+- **Surface Texture:** Authentic crown glass with natural variations, pontil marks preserved, surface irregularities creating light refraction
+- **Edge Treatment:** Clean lead came joints, soldered intersections, weatherproofing with traditional putty compounds
+- **Detail Hierarchy:** Primary figures 60% composition, secondary elements 25%, decorative borders 15%
+- **Sacred Pose Anchors:** Head tilt 15-30° in contemplation, blessing gesture with raised right hand, contrapposto weight distribution 70/30
+- **Proportional Measurements:** Figure height 6-8 heads, hands 120% natural scale, feet often obscured by drapery, halo diameter 18% of head height
+- **Architectural Integration:** Window tracery coordination, structural iron armature invisible from interior, proper cathedral scale relationships
+- **Material Authenticity:** No modern float glass, authentic medieval production methods, period-appropriate color chemistry
+- **Light Transmission:** Calculated for cathedral interior illumination, color saturation optimized for backlighting
+- **Sacred Iconography Precision:** Proper religious symbology, liturgical color conventions, theological accuracy in narrative details
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Ecclesiastical Wardrobe Matrix:**
+
+- **Sacred Hierarchical Tracks:** Papal (white/gold), Cardinal (red), Bishop (purple), Priest (varied), Saint (symbolic colors), Royal (purple/ermine), Noble (rich fabrics), Common (simple tunics)
+- **Fabric Behavior:** Heavy wool and silk draping in formal, columnar folds, metallic threads creating surface richness, period-accurate textile patterns
+- **Sacred Accessory Requirements:**
+  - Minimalist: Halo + primary attribute (≤2 elements)
+  - Elaborate: Full regalia + liturgical implements (3-4 elements maximum)
+- **Medieval Color Symbolism:** Blue=divine truth/Virgin Mary, Red=sacrifice/martyrdom, White=purity/resurrection, Purple=royalty/penitence, Green=resurrection/hope, Gold=divine glory
+- **Vestment Variation Required:** Cycle through appropriate liturgical colors and seasonal vestments, avoid identical repetition between iterations
+- **Sacred Props:** 1 primary religious attribute + optional 1 architectural element (total ≤2)
+- **Liturgical Coherence Filter:** All elements serve theological narrative; fallback = clean devotional scene
+- **YAML Medieval Prop Pools Required:**
+
+```yaml
+ecclesiastical_regalia:
+  episcopal: [mitre, crosier, episcopal_ring, pectoral_cross, liturgical_gloves, pallium]
+  papal: [papal_tiara, papal_cross, fishermans_ring, papal_vestments]
+  cardinal: [red_hat, cardinal_ring, scarlet_zucchetto]
+  priestly: [chalice, paten, stole, chasuble, altar_book]
+
+royal_regalia:
+  imperial: [crown, scepter, orb, ermine_mantle, throne]
+  noble: [coronet, sword, heraldic_shield, signet_ring]
+  military: [helm, sword, banner, coat_of_arms]
+
+saintly_attributes:
+  martyrdom: [palm_branch, crown_of_martyrdom, instrument_of_death]
+  miracle: [healing_hands, resurrection_symbol, divine_light]
+  scholarly: [book, scroll, writing_tablet, stylus]
+  monastic: [rosary, cross, scripture, monastery_model]
+
+architectural_elements:
+  gothic_structural: [pointed_arch, ribbed_vault, flying_buttress, rose_window]
+  liturgical_furniture: [altar, pulpit, baptismal_font, choir_stalls]
+  decorative: [trefoil, quatrefoil, crocket, finial]
+  symbolic_architecture: [heavenly_jerusalem, temple, church_model]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥4 required):**
+
+- "modern clothing", "contemporary hairstyles", "photographic realism", "Renaissance perspective"
+- "plastic materials", "machine-made glass", "digital effects", "gradient blending"
+- "secular themes", "individual portraiture", "landscape backgrounds", "naturalistic anatomy"
+- "original aspect ratio", "unmodified framing", "modern printing techniques"
+
+**Canvas Positives (≥4 required):**
+
+- "exactly [declared Gothic ratio]", "lead came construction", "mouth-blown crown glass texture"
+- "vitreous paint technique", "sacred iconographic accuracy", "hierarchical figure scale"
+- "jewel-tone luminosity", "Gothic architectural integration", "liturgical gesture precision"
+- "medieval workshop authenticity", "spiritual idealization", "theological symbolic accuracy"
+
+**Sacred Vocabulary Requirements:** Emphasize "luminous", "transcendent", "hierarchical", "sacred", "devotional" **Period Vocabulary Warnings:** Avoid "realistic", "individualistic", "secular", "modern", "photographic"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC SACRED COMPOSITION:**
+
+**For Gothic Lancets (2:7, 3:8, 1:3):** Vertical emphasis with standing saints, hierarchical arrangement, architectural canopies, minimal background detail **For Rose Windows (1:1):** Radial composition around central Christ figure, symmetrical saint arrangement, geometric pattern integration **For Clerestory Bands (5:2, 8:3):** Narrative sequence reading left to right, architectural unity across panels, consistent scale relationships
+
+**SACRED COMPOSITION ANCHORS:**
+
+- **Gothic Perspective Regime:** Symbolic space over naturalistic perspective, architectural frames defining sacred zones, hierarchical scale indicating spiritual importance
+- **Sacred Grid System:** Lead came creating structural framework, geometric harmony following cathedral proportions, golden section relationships
+- **Figure-Ground Distribution:** Primary sacred figures 65%, architectural elements 20%, decorative patterns 15%
+- **Density Management:** Controlled complexity serving theological narrative, viewing distance 15-30 feet considerations
+- **Divine Lighting Logic:** Backlit translucency creating supernatural illumination, color interaction producing spiritual atmosphere
+- **Detail-Negative Space:** Sacred symbol clarity balanced with contemplative space, lead line rhythm creating visual music
+
+**REQUIRED SACRED ANCHORS:**
+
+- **Architectural Context:** Gothic cathedral interior, stone tracery coordination, structural integration with masonry
+- **Sacred Frame Mandate:** Lead came borders with geometric patterns, trefoil or quatrefoil medallions, architectural canopies over figures
+- **Liturgical Production Context:** Cathedral workshop setting, ecclesiastical oversight, theological accuracy requirements
+- **Gothic Ratio Enforcement:** Composition designed for specific cathedral window opening, not adapted from different format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Sacred Text Policy:** Latin liturgical texts only, when theologically essential
+
+**When Authorized:**
+
+- **Gothic Ratio-Appropriate Zones:** Text bands integrated with architectural framework, readable at cathedral scale
+- **Latin Copy Limits:** ≤4 words per inscription, positioned within decorative banderoles or architectural elements
+- **Period-Appropriate Typography:** Gothic blackletter forms, traditional abbreviations, liturgical accuracy
+- **Sacred Font Recommendation:** Based on medieval manuscript traditions
+  - *Primary: Foundational Gothic scripts (Textualis, Prescissus)*
+  - *Modern equivalent: Closest approximation in available fonts*
+  - *Example: "Sacred text using Blackletter Gothic forms (medieval manuscript analog)"*
+
+**Format-Specific Sacred Text Rules:**
+
+- **Rose Window Mode:** Central Christ monogram, radial saint names
+- **Lancet Mode:** Saint identification, brief Latin inscriptions
+- **Narrative Mode:** Essential biblical quotes, liturgical references
+- **Devotional Mode:** Prayer fragments, sacred monograms
+
+**Theological Accuracy Mandate:** All Latin text must be liturgically correct and theologically appropriate **Medieval Typography Integration:** Text rendered using traditional manuscript techniques, integrated with lead line structure
+
+------
+
+## Sacred Validation Elements
+
+**Theological Accuracy:** All religious symbolism, liturgical colors, and sacred texts must be appropriate to medieval Catholic tradition **Architectural Integration:** Design must function within Gothic cathedral structural and spiritual requirements
+ **Period Authenticity:** All elements must reflect 12th-13th century production methods and aesthetic conventions **Sacred Hierarchy:** Compositional elements must follow theological importance and liturgical protocols **Material Authenticity:** Surface and construction techniques must exhibit authentic medieval glass painting characteristics **Liturgical Coherence:** Overall design must serve cathedral's program of spiritual instruction and divine worship
+
+---
diff --git a/styles/stained_glass/preraphaelite_arts_crafts_stained_glass.md b/styles/stained_glass/preraphaelite_arts_crafts_stained_glass.md
new file mode 100644
index 0000000..b0bf08f
--- /dev/null
+++ b/styles/stained_glass/preraphaelite_arts_crafts_stained_glass.md
@@ -0,0 +1,258 @@
+---
+id: preraphaelite_arts_crafts_stained_glass
+group: "Stained Glass"
+movement: "Pre-Raphaelite & Arts and Crafts"
+artist: "Morris & Co. Workshop"
+display_name: "Pre-Raphaelite Arts & Crafts Panel"
+style_scope: "movement"
+hero_image: null
+ratios: ["2:3", "4:5", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "Domestic panels favor 2:3 rectangles; ecclesiastical memorials stretch to 4:5; decorative medallions resolve square."
+modes: ["Domestic Aesthetic Panel", "Ecclesiastical Triptych", "Decorative Medallion"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "Graceful Pre-Raphaelite figures framed by Morris botanical patterns; prefer trios or fewer."
+  identity_priority: ["silhouette", "gesture", "decorative-unity"]
+about: >
+  Morris & Co. translated Pre-Raphaelite beauty into opalescent glass—flowing figures, botanical borders, and hand-lettered
+  poetry between 1860 and 1920. This card recreates their domestic, ecclesiastical, and medallion formats with authentic ratios and
+  Kelmscott-inspired lettering.
+---
+
+# Pre-Raphaelite/Arts & Crafts Stained Glass
+
+**Version:** 4.2 Arts & Crafts Specialized **Purpose:** Comprehensive framework for generating authentic Pre-Raphaelite and Arts & Crafts movement stained glass artwork with decorative unity, artistic craftsmanship, and aesthetic beauty principles (1860-1920).
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via Pre-Raphaelite beauty ideals and Arts & Crafts decorative principles.
+- **Technical Measurement Authority:** Quantitative specifications ("3mm copper foil", "40% opalescent glass ratio") override descriptive language.
+- **Process-Over-Result Priority:** Arts & Crafts workshop methods and decorative arts integration supersede visual appearance descriptions.
+- **Aesthetic Beauty Authority:** Pre-Raphaelite ideals and Morris decorative principles take precedence over historical accuracy.
+- **Period Authenticity Mandate:** 1860-1920 production methods and aesthetic innovations are mandatory.
+
+**Face-Treatment Flag (mandatory):** `oil-fat-over-lean` with idealized beauty **Pose Flag (mandatory):** `gestural-fluid` or `contemplative` (Pre-Raphaelite naturalism) **Canvas Control Flag:** `adaptive-extend` or `strict-reframe` **Material Physics Authority:** Opalescent glass properties, copper foil construction, and plating techniques override aesthetic preferences. **Scale-Dependent Technique:** Domestic and ecclesiastical viewing distances affect detail precision and decorative density. **Arts & Crafts Production Authenticity:** Workshop guild methods and decorative arts integration take precedence. **Quantifiers authoritative:** Glass composition ratios, foil widths, and decorative density measurements are binding. **Text policy:** English, poetic inscriptions, and Morris-style lettering when Section 8 authorizes. **Safety/IP:** Appropriate artistic nudity within Pre-Raphaelite context; no modern anachronisms. **Arts & Crafts wardrobe guardrail:** Medieval revival costume, aesthetic dress, flowing Pre-Raphaelite fashion. **Gender expression:** Pre-Raphaelite and Arts & Crafts artistic conventions with emphasis on feminine beauty ideals. **Material authenticity:** Authentic opalescent glass techniques, copper foil construction, period-accurate art glass varieties. **Composition boundaries:** Decorative unity and artistic harmony define compositional elements. **Aesthetic integration:** Windows must reflect Arts & Crafts total design philosophy and Pre-Raphaelite beauty ideals. **Decorative coherence:** All elements serve unified artistic vision and craftsmanship ideals. **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** following Arts & Crafts decorative proportions.
+- Redraw in **Pre-Raphaelite/Arts & Crafts Stained Glass** for **[domestic/ecclesiastical format]**.
+- Identity via Pre-Raphaelite beauty ideals, flowing gestures, and decorative arts integration.
+- **IP Safeguard Declaration:** Create original Arts & Crafts designs avoiding copyrighted elements while maintaining period aesthetic accuracy.
+- **Face-Treatment Flag:** `oil-fat-over-lean` with idealized beauty modeling
+- **Pose Flag:** `gestural-fluid` with contemplative naturalism
+- **Canvas Control Flag:** `adaptive-extend` for decorative integration
+- **Arts & Crafts Style Dominance:** Decorative unity and craftsmanship ideals override other aesthetic considerations.
+- **Mode Selector:** Church commission, domestic window, memorial panel, or aesthetic movement showcase.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION (Arts & Crafts specifications):**
+
+**PORTRAIT FORMATS (Decorative Windows):**
+
+- `2:3` (Arts & Crafts domestic standard)
+- `3:4` (ecclesiastical Pre-Raphaelite)
+- `4:5` (aesthetic movement preferred)
+
+**LANDSCAPE FORMATS (Frieze/Narrative):**
+
+- `4:3` (domestic frieze format)
+- `5:2` (decorative band sequence)
+- `16:9` (wide aesthetic narrative)
+
+**SQUARE FORMATS (Medallion/Panel):**
+
+- `1:1` (decorative medallions)
+- `1:1` (Morris-style panels)
+
+**SPECIALTY FORMATS:**
+
+- `5:8` (golden ratio aesthetic)
+- `3:5` (Fibonacci proportion)
+- Arched formats with Gothic Revival tracery
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Decorative Framework Method:** Morris wallpaper-inspired pattern systems define spatial structure
+- **Aesthetic Harmony:** Pre-Raphaelite beauty proportions govern figure placement
+- **Artistic Integration:** Window design serves total decorative arts philosophy
+- **Natural Light Enhancement:** Composition optimized for opalescent glass effects and atmospheric beauty
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Pre-Raphaelite/Arts & Crafts Movement (1860-1920)**
+
+- **Influences:** Medieval revival, Pre-Raphaelite Brotherhood painting, William Morris decorative arts, John Ruskin aesthetic theory, Gothic Revival architecture, Japanese art influence
+- **Production Method:** Morris & Co. workshop system using opalescent art glass, copper foil technique, plating methods, detailed cartoon transfer, collaborative artist-craftsman approach
+- **Thematic Purpose:** Beauty for beauty's sake, decorative arts integration, medieval romantic idealism, literary and poetic expression, domestic aesthetic enhancement
+- **Aesthetic Hallmark Motifs:**
+  - Opalescent glass integration: 30-50% composition creating lustrous, pearl-like effects
+  - Copper foil construction: 1-3mm width creating delicate lead lines and complex assembly
+  - Flowing hair rendering: Detailed paint work with 1mm precision for Pre-Raphaelite tresses
+  - Floral pattern density: Morris-inspired backgrounds with 60-80% decorative coverage
+  - Idealized beauty proportions: Elongated necks (130% natural), refined features, contemplative expressions
+- **Period Framing:** High Victorian era, Gothic Revival peak, Aesthetic Movement, Arts & Crafts workshop guilds
+- **Tone Tag:** Beautiful, decorative, romantic, idealistic, harmonious
+- **Arts & Crafts Production Authenticity:** Workshop collaboration, artist-craftsman unity, decorative arts integration requirements
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Glass Construction Anchors (≥8 required):**
+
+- **Opalescent Glass Quality:** 30-50% composition using Tiffany-type art glass with lustrous, multi-tonal effects creating depth and richness
+- **Copper Foil Application:** 1-3mm foil width for delicate construction, soldered joints creating smooth continuous lines, enabling complex curves and small pieces
+- **Plating Technique:** Multiple glass layers bonded for complex color effects, gradations, and subtle tonal variations impossible with single sheets
+- **Art Glass Varieties:** Streaky, wispy, fracture, and ring-mottled glasses creating natural textures and organic effects
+- **Paint Detail Precision:** 1-2mm line work for Pre-Raphaelite facial beauty, flowing hair detail, textile pattern rendering
+- **Decorative Pattern Integration:** Morris-inspired backgrounds with controlled density, natural motif accuracy, wallpaper-like consistency
+- **Beauty Ideal Anchors:** Elongated graceful necks, flowing gesture vocabulary, contemplative upward gazes, refined hand positions
+- **Proportional Measurements:** Pre-Raphaelite figure ideals with elongated proportions, graceful limbs, idealized facial geometry
+- **Decorative Arts Integration:** Furniture, textile, and wallpaper pattern coordination, total design philosophy implementation
+- **Material Authenticity:** Period-accurate art glass chemistry, authentic copper foil construction, Victorian-era kiln firing techniques
+- **Light Transmission Optimization:** Opalescent effects calculated for domestic lighting, jewel-like brilliance, atmospheric enhancement
+- **Craftsman Quality Control:** Workshop guild standards, artist-craftsman collaboration, decorative unity maintenance
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Arts & Crafts Wardrobe Matrix:**
+
+- **Aesthetic Hierarchical Tracks:** Pre-Raphaelite (flowing medieval revival), Aesthetic Movement (artistic reform dress), Arts & Crafts (simplified medieval), Liberty & Co. (commercial aesthetic), Morris Circle (workshop artistic), Medieval Revival (romantic historical), Domestic Reform (rational dress)
+- **Fabric Behavior:** Flowing silks and fine wools with natural drape, liberty prints and Morris textiles, hand-woven textures, medieval-inspired construction
+- **Aesthetic Accessory Requirements:**
+  - Minimalist: Simple jewelry + natural elements (≤2 elements)
+  - Elaborate: Full aesthetic costume + decorative arts coordination (3-4 elements maximum)
+- **Arts & Crafts Color Conventions:** Natural dye colors, earth tones, jewel accents, Morris palette coordination, aesthetic harmony principles
+- **Costume Variation Required:** Cycle through appropriate aesthetic dress styles and Morris textile patterns, avoid identical repetition between iterations
+- **Period Props:** 1 primary aesthetic object + optional 1 decorative element (total ≤2)
+- **Decorative Coherence Filter:** All elements serve unified aesthetic vision; fallback = harmonious Pre-Raphaelite scene
+- **YAML Arts & Crafts Prop Pools Required:**
+
+```yaml
+pre_raphaelite_aesthetics:
+  beauty_ideals: [flowing_hair, elongated_neck, contemplative_gaze, graceful_hands]
+  symbolic_flowers: [lily, rose, daisy, sunflower, iris, poppy]
+  medieval_revival: [chalice, manuscript, lute, medieval_crown, gothic_arch]
+  aesthetic_objects: [peacock_feather, japanese_fan, aesthetic_vase, liberty_fabric]
+
+morris_decorative_arts:
+  textile_patterns: [strawberry_thief, willow_bough, golden_lily, acanthus, pomegranate]
+  wallpaper_designs: [trellis, daisy, fruit, vine, bird_and_anemone]
+  furniture_style: [sussex_chair, morris_settle, aesthetic_cabinet, liberty_table]
+  decorative_motifs: [celtic_knot, gothic_trefoil, naturalistic_vine, stylized_flower]
+
+natural_elements:
+  flora: [english_garden_flowers, wild_roses, oak_leaves, ivy_vine, apple_blossom]
+  fauna: [songbirds, butterflies, peacocks, swans, medieval_beasts]
+  landscape: [english_countryside, medieval_garden, flowing_stream, ancient_forest]
+  seasonal: [spring_blossoms, summer_meadow, autumn_harvest, winter_holly]
+
+literary_romantic:
+  themes: [arthurian_legend, dante_beatrice, shakespeare_heroines, medieval_romance]
+  symbols: [grail, rose_garden, tower, forest_glade, crystal_spring]
+  poetic_elements: [scroll_with_verse, musical_instrument, love_token, nature_crown]
+  medieval_fantasy: [unicorn, dragon, castle, knight, lady_fair]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥4 required):**
+
+- "industrial production", "machine-made uniformity", "harsh geometric forms", "photographic realism"
+- "cheap commercial glass", "crude construction", "garish colors", "excessive ornamentation"
+- "classical academic style", "renaissance perspective", "baroque drama", "rococo frivolity"
+- "original aspect ratio", "unmodified framing", "non-decorative proportions"
+
+**Canvas Positives (≥4 required):**
+
+- "exactly [declared Arts & Crafts ratio]", "opalescent glass luminosity", "Pre-Raphaelite beauty ideals"
+- "Morris decorative pattern integration", "copper foil delicacy", "aesthetic dress flowing"
+- "handcrafted workshop quality", "natural motif accuracy", "decorative arts unity"
+- "medieval romantic revival", "English garden naturalism", "artistic craftsmanship excellence"
+
+**Arts & Crafts Vocabulary Requirements:** Emphasize "beautiful", "decorative", "harmonious", "handcrafted", "aesthetic" **Period Vocabulary Warnings:** Avoid "industrial", "mechanical", "commercial", "academic", "photographic"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC AESTHETIC COMPOSITION:**
+
+**For Portrait Formats (2:3, 3:4, 4:5):** Graceful figure proportions with decorative background integration, Pre-Raphaelite beauty emphasis, floral pattern coordination **For Landscape Formats (4:3, 5:2, 16:9):** Decorative frieze arrangements, Morris-inspired pattern flow, narrative clarity across horizontal format **For Square Formats (1:1):** Medallion compositions with radial decorative patterns, centered aesthetic arrangements
+
+**ARTS & CRAFTS COMPOSITION ANCHORS:**
+
+- **Decorative Pattern Regime:** Morris wallpaper-inspired background systems, natural motif integration, controlled density distribution
+- **Aesthetic Harmony System:** Pre-Raphaelite beauty proportions, golden ratio relationships, decorative arts coordination
+- **Figure-Ground Distribution:** Primary figures 45%, decorative patterns 40%, architectural elements 15%
+- **Pattern Density Management:** Controlled complexity serving aesthetic unity, domestic viewing distance considerations
+- **Natural Light Integration:** Opalescent effects optimized for natural illumination, jewel-like brilliance enhancement
+- **Decorative-Negative Space:** Morris pattern flow balanced with Pre-Raphaelite figure clarity, aesthetic breathing room
+
+**REQUIRED AESTHETIC ANCHORS:**
+
+- **Architectural Context:** Gothic Revival coordination, domestic interior harmony, ecclesiastical aesthetic enhancement
+- **Decorative Frame Mandate:** Arts & Crafts border patterns, natural motif framing, Morris-inspired decorative elements
+- **Workshop Production Context:** Artist-craftsman collaboration, decorative arts workshop standards, aesthetic movement ideals
+- **Arts & Crafts Ratio Enforcement:** Composition designed for specific decorative proportion, aesthetic harmony maintained
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Arts & Crafts Text Policy:** English poetic texts, Morris-style lettering, and aesthetic inscriptions when contextually appropriate
+
+**When Authorized:**
+
+- **Decorative Ratio-Appropriate Zones:** Text integrated with Morris-inspired decorative framework, readable at domestic scale
+- **Arts & Crafts Copy Limits:** ≤8 words per inscription, positioned within decorative banderoles or aesthetic cartouches
+- **Period-Appropriate Typography:** Morris Golden Type, Arts & Crafts hand-lettering, Gothic Revival scripts
+- **Arts & Crafts Font Recommendation:** Based on William Morris typography and Arts & Crafts lettering
+  - *Primary: Morris Golden Type, Kelmscott Press styling*
+  - *Modern equivalent: Arts & Crafts revival fonts*
+  - *Example: "Arts & Crafts text using Morris/Uncial forms (medieval revival analog)"*
+
+**Format-Specific Arts & Crafts Text Rules:**
+
+- **Domestic Window Mode:** Poetic inscriptions, aesthetic mottos, literary quotations
+- **Ecclesiastical Mode:** English liturgical texts, hymn verses, moral inscriptions
+- **Memorial Mode:** Commemorative poetry, aesthetic dedications, natural metaphors
+- **Decorative Mode:** Morris-style mottos, craft guild inscriptions, beauty ideals
+
+**Aesthetic Accuracy Mandate:** All text must serve decorative unity and aesthetic movement ideals **Arts & Crafts Typography Integration:** Text rendered using period-appropriate hand-lettering, integrated with decorative pattern systems
+
+------
+
+## Arts & Crafts Validation Elements
+
+**Aesthetic Beauty Standards:** All figures must reflect Pre-Raphaelite beauty ideals and graceful proportional systems **Decorative Arts Integration:** Design must function within total Arts & Crafts aesthetic philosophy and workshop practices **Period Authenticity:** All elements must reflect 1860-1920 production methods and aesthetic movement innovations **Craftsmanship Quality:** Compositional elements must demonstrate workshop guild standards and artist-craftsman collaboration **Material Authenticity:** Surface and construction techniques must exhibit authentic opalescent glass and copper foil characteristics
+ **Aesthetic Coherence:** Overall design must serve unified decorative vision and Arts & Crafts movement principles
+
+------
diff --git a/styles/stained_glass/renaissance_stained_glass_naturalism.md b/styles/stained_glass/renaissance_stained_glass_naturalism.md
new file mode 100644
index 0000000..a786452
--- /dev/null
+++ b/styles/stained_glass/renaissance_stained_glass_naturalism.md
@@ -0,0 +1,256 @@
+---
+id: renaissance_stained_glass_naturalism
+group: "Stained Glass"
+movement: "Renaissance"
+artist: "Italian & Northern Workshops"
+display_name: "Renaissance Naturalist Stained Glass"
+style_scope: "movement"
+hero_image: null
+ratios: ["3:4", "4:5", "5:2"]
+ratios_status: "provisional"
+ratios_notes: "Choir chapels sit on 3:4, civic portrait windows lean 4:5, and narrative friezes expand to 5:2."
+modes: ["Chapel Panel", "Civic Portrait", "Narrative Frieze"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 5
+  layout_hint: "Arrange figures in classical perspective with architectural depth; reserve clear glass for luminous atmosphere."
+  identity_priority: ["silhouette", "gesture", "classical-proportion"]
+about: >
+  Renaissance glaziers adopted humanist portraiture, linear perspective, and silver-stain modelling to modernize sacred windows.
+  This card recreates their 1400–1600 panels—tempera-precise faces, contrapposto bodies, and clear-glass luminosity balanced with
+  jewel accents.
+---
+
+# Renaissance Stained Glass
+
+**Version:** 4.2 Renaissance Specialized **Purpose:** Comprehensive framework for generating authentic Renaissance stained glass artwork with naturalistic techniques, classical perspective, and period-accurate humanistic aesthetics (1400-1600).
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via naturalistic portraiture and Renaissance humanistic ideals.
+- **Technical Measurement Authority:** Quantitative specifications ("3mm silver stain width", "60% clear glass ratio") override descriptive language.
+- **Process-Over-Result Priority:** Renaissance glass painting techniques and classical perspective systems supersede visual appearance descriptions.
+- **Humanistic Authority:** Renaissance artistic philosophy and classical aesthetics take precedence over medieval conventions.
+- **Period Authenticity Mandate:** 15th-16th century production methods and aesthetic innovations are mandatory.
+
+**Face-Treatment Flag (mandatory):** `tempera-precise` with naturalistic modeling **Pose Flag (mandatory):** `contrapposto` or `candid-motion` (Renaissance naturalism) **Canvas Control Flag:** `adaptive-extend` or `strict-reframe` **Material Physics Authority:** Silver stain application, detailed vitreous paint work, and clear glass integration specifications override aesthetic preferences. **Scale-Dependent Technique:** Church and civic building viewing distances affect detail precision and paint application (1-2mm line work). **Renaissance Production Authenticity:** Guild workshop methods and humanistic artistic principles take precedence. **Quantifiers authoritative:** Paint layer thickness, perspective measurements, and glass ratios are binding. **Text policy:** Latin, vernacular inscriptions, and heraldic mottos when Section 8 authorizes. **Safety/IP:** Appropriate classical and biblical nudity within artistic context; no modern anachronisms. **Renaissance wardrobe guardrail:** Period-accurate 15th-16th century fashion, classical drapery, contemporary armor. **Gender expression:** Renaissance artistic and social conventions. **Material authenticity:** Authentic Renaissance glass painting techniques with silver stain and detailed paint work. **Composition boundaries:** Clear architectural and perspective framework defines compositional elements. **Classical integration:** Windows must reflect Renaissance artistic philosophy and architectural harmony. **Humanistic coherence:** All elements serve Renaissance ideals of beauty, proportion, and naturalism. **Silent validation:** Apply checklist, regenerate silently if fail.
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** following Renaissance architectural proportions.
+- Redraw in **Renaissance Stained Glass** for **[classical window format]**.
+- Identity via naturalistic portraiture, classical gestures, and Renaissance artistic ideals.
+- **IP Safeguard Declaration:** Create original Renaissance designs avoiding copyrighted elements while maintaining period accuracy.
+- **Face-Treatment Flag:** `tempera-precise` with naturalistic modeling
+- **Pose Flag:** `contrapposto` with classical gestures
+- **Canvas Control Flag:** `adaptive-extend` for architectural integration
+- **Renaissance Style Dominance:** Classical artistic principles and humanistic ideals override medieval conventions.
+- **Mode Selector:** Church window, civic commission, donor memorial, or classical narrative panel.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION (Renaissance architectural specifications):**
+
+**PORTRAIT FORMATS (Classical Windows):**
+
+- `3:4` (Renaissance church standard)
+- `2:3` (civic building format)
+- `4:5` (chapel window preferred)
+
+**LANDSCAPE FORMATS (Clerestory/Narrative):**
+
+- `4:3` (classical landscape orientation)
+- `5:3` (narrative sequence standard)
+- `16:9` (wide civic narrative)
+
+**SQUARE FORMATS (Memorial/Donor):**
+
+- `1:1` (donor portrait medallions)
+- `1:1` (heraldic compositions)
+
+**SPECIALTY FORMATS:**
+
+- `8.5:11` (manuscript-influenced)
+- `5:7` (classical golden ratio approximation)
+- Arched formats with Renaissance tracery
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Classical Framework Method:** Renaissance perspective system defines spatial structure
+- **Proportional Harmony:** Golden ratio and classical proportions govern layout
+- **Architectural Integration:** Window design serves Renaissance building aesthetics
+- **Natural Illumination:** Composition optimized for realistic light effects and atmospheric perspective
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Renaissance Stained Glass Movement (1400-1600)**
+
+- **Influences:** Italian Renaissance painting, Flemish panel painting, classical antiquity revival, humanistic philosophy, Protestant Reformation, royal patronage
+- **Production Method:** Guild workshop system using silver stain technology, detailed vitreous paint application fired at 1150°F, clear glass integration, classical cartoon transfer methods
+- **Thematic Purpose:** Humanistic artistic expression, classical narrative clarity, individual portraiture, architectural harmony, religious and civic instruction
+- **Classical Hallmark Motifs:**
+  - Silver stain application: 2-4mm bands creating luminous yellows and golden highlights
+  - Clear glass integration: 40-60% composition ratio for naturalistic light effects
+  - Paint detail precision: 1-2mm line work for facial modeling and textile rendering
+  - Perspective accuracy: Linear perspective with measured vanishing points and horizon lines
+  - Classical proportions: Human figures following Renaissance artistic canons (8-head height standard)
+- **Period Framing:** Early Renaissance humanism, High Renaissance classicism, Northern European reformation, guild system peak
+- **Tone Tag:** Naturalistic, harmonious, classical, individualistic, humanistic
+- **Renaissance Production Authenticity:** Guild master oversight, classical artistic training, patron collaboration requirements
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Glass Construction Anchors (≥8 required):**
+
+- **Silver Stain Quality:** 2-4mm application bands on clear glass creating luminous yellows and warm flesh tones, fired at 1150°F for optimal saturation
+- **Vitreous Paint Application:** Detailed modeling paint mixed with iron oxide and lead flux, applied in multiple layers for naturalistic flesh rendering and textile detail
+- **Clear Glass Integration:** 40-60% clear glass ratio creating natural light transmission, atmospheric effects, and realistic spatial depth
+- **Perspective Systems:** Accurate linear perspective with measured vanishing points, architectural accuracy, and atmospheric distance effects
+- **Detail Precision:** 1-2mm line work for facial features, textile patterns, architectural ornament, and heraldic details
+- **Color Harmony:** Renaissance palette coordination with earth tones, flesh colors, and naturalistic hues balanced with traditional jewel tones
+- **Classical Pose Anchors:** Contrapposto weight distribution, natural gesture vocabulary, Renaissance dance and courtly positions
+- **Proportional Measurements:** 8-head figure height standard, anatomically correct proportions, realistic scale relationships
+- **Architectural Integration:** Classical orders coordination, Renaissance building harmony, patron heraldic inclusion
+- **Material Authenticity:** Period-accurate glass chemistry, authentic silver stain composition, Renaissance kiln firing techniques
+- **Light Modeling:** Realistic chiaroscuro effects, cast shadow accuracy, natural illumination direction
+- **Narrative Clarity:** Renaissance storytelling conventions, classical iconographic accuracy, humanistic interpretation methods
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Renaissance Wardrobe Matrix:**
+
+- **Social Hierarchical Tracks:** Royal (velvet/ermine/jewels), Noble (silk/brocade/gold), Merchant (wool/fur trim), Artisan (fine linen), Peasant (coarse wool/linen), Classical (Roman/Greek drapery), Ecclesiastical (reformed vestments)
+- **Fabric Behavior:** Rich Renaissance textiles with complex draping, period-accurate cut and construction, detailed surface patterns and trim
+- **Classical Accessory Requirements:**
+  - Minimalist: Period headwear + jewelry (≤2 elements)
+  - Elaborate: Full Renaissance costume + heraldic elements (3-4 elements maximum)
+- **Renaissance Color Conventions:** Sumptuary law colors, guild associations, heraldic accuracy, naturalistic flesh tones, classical harmony
+- **Costume Variation Required:** Cycle through appropriate social classes and regional styles, avoid identical repetition between iterations
+- **Period Props:** 1 primary attribute/tool + optional 1 architectural element (total ≤2)
+- **Classical Coherence Filter:** All elements serve Renaissance artistic ideals; fallback = harmonious classical scene
+- **YAML Renaissance Prop Pools Required:**
+
+```yaml
+renaissance_regalia:
+  royal: [crown, scepter, orb, ermine_mantle, throne, royal_chain]
+  noble: [coronet, sword, chain_of_office, heraldic_shield, signet_ring]
+  ecclesiastical: [mitre, crosier, cardinal_hat, reformed_vestments, bishop_ring]
+  civic: [mayoral_chain, guild_insignia, civic_sword, ceremonial_staff]
+
+classical_attributes:
+  scholarly: [book, scroll, astrolabe, compass, classical_manuscript]
+  artistic: [palette, brushes, classical_statue, architectural_model]
+  musical: [lute, harp, sheet_music, classical_instruments]
+  military: [renaissance_armor, sword, battle_standard, firearms]
+
+architectural_elements:
+  renaissance_structural: [classical_column, pediment, architrave, pilaster]
+  decorative: [acanthus_scroll, putti, classical_frieze, medallion]
+  landscape: [cypress_trees, classical_ruins, distant_mountains, renaissance_garden]
+  domestic: [renaissance_furniture, tapestries, classical_vessels, period_books]
+
+heraldic_elements:
+  symbols: [coat_of_arms, family_crest, guild_arms, civic_emblems]
+  supporters: [heraldic_lions, eagles, mythical_creatures, classical_figures]
+  accessories: [banners, ribbons, heraldic_mantling, crowns_and_coronets]
+```
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥4 required):**
+
+- "medieval stylization", "byzantine flatness", "symbolic perspective", "non-naturalistic proportions"
+- "modern glass techniques", "industrial production", "contemporary fashion", "anachronistic elements"
+- "primitive painting techniques", "flat decorative style", "hieratic poses", "theological symbolism dominance"
+- "original aspect ratio", "unmodified framing", "non-classical proportions"
+
+**Canvas Positives (≥4 required):**
+
+- "exactly [declared Renaissance ratio]", "silver stain luminosity", "naturalistic flesh modeling"
+- "linear perspective accuracy", "classical proportional harmony", "Renaissance costume accuracy"
+- "detailed vitreous paint work", "atmospheric landscape backgrounds", "humanistic portraiture"
+- "guild workshop authenticity", "clear glass integration", "Renaissance architectural coordination"
+
+**Renaissance Vocabulary Requirements:** Emphasize "naturalistic", "classical", "harmonious", "proportioned", "humanistic" **Period Vocabulary Warnings:** Avoid "stylized", "symbolic", "flat", "medieval", "primitive"
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC CLASSICAL COMPOSITION:**
+
+**For Portrait Formats (3:4, 2:3, 4:5):** Natural figure proportions with architectural framing, landscape backgrounds, individual characterization emphasis **For Landscape Formats (4:3, 5:3, 16:9):** Classical perspective systems, atmospheric landscape integration, narrative clarity across horizontal format **For Square Formats (1:1):** Centered portrait compositions, heraldic arrangements, donor memorial layouts
+
+**RENAISSANCE COMPOSITION ANCHORS:**
+
+- **Classical Perspective Regime:** Linear perspective with accurate vanishing points, atmospheric distance effects, architectural accuracy
+- **Proportional Grid System:** Renaissance mathematical harmony, golden ratio relationships, classical architectural orders
+- **Figure-Ground Distribution:** Primary figures 50%, architectural/landscape 35%, decorative elements 15%
+- **Atmospheric Management:** Realistic depth through color temperature, detail graduation, atmospheric perspective
+- **Natural Lighting Logic:** Consistent directional light source, realistic shadow casting, chiaroscuro modeling effects
+- **Detail-Space Balance:** Renaissance horror vacui balanced with classical restraint, appropriate viewing distance considerations
+
+**REQUIRED CLASSICAL ANCHORS:**
+
+- **Architectural Context:** Renaissance building integration, classical order coordination, period-accurate structural elements
+- **Classical Frame Mandate:** Renaissance tracery patterns, classical architectural framing, heraldic border integration when appropriate
+- **Guild Production Context:** Workshop collaboration, patron consultation, artistic guild standards
+- **Renaissance Ratio Enforcement:** Composition designed for specific Renaissance architectural opening, proportional harmony maintained
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Renaissance Text Policy:** Latin, vernacular languages, and heraldic mottos when contextually appropriate
+
+**When Authorized:**
+
+- **Classical Ratio-Appropriate Zones:** Text integrated with Renaissance architectural framework, readable at appropriate scale
+- **Renaissance Copy Limits:** ≤6 words per inscription, positioned within classical banderoles or architectural cartouches
+- **Period-Appropriate Typography:** Renaissance humanist scripts, classical Roman capitals, vernacular Gothic forms
+- **Renaissance Font Recommendation:** Based on period manuscript and inscriptional traditions
+  - *Primary: Humanist scripts (Cancelleresca, Roman capitals)*
+  - *Modern equivalent: Classical serif forms*
+  - *Example: "Renaissance text using Trajan/Optima forms (classical inscriptional analog)"*
+
+**Format-Specific Renaissance Text Rules:**
+
+- **Church Window Mode:** Latin liturgical texts, donor inscriptions, heraldic mottos
+- **Civic Window Mode:** Vernacular civic inscriptions, guild mottos, patron dedications
+- **Memorial Mode:** Commemorative inscriptions, dates, heraldic identification
+- **Narrative Mode:** Classical literary quotes, biblical references, humanistic texts
+
+**Classical Accuracy Mandate:** All text must be linguistically and historically appropriate to Renaissance period **Renaissance Typography Integration:** Text rendered using period-appropriate letterforms, integrated with architectural elements
+
+------
+
+## Renaissance Validation Elements
+
+**Naturalistic Accuracy:** All human figures must reflect Renaissance anatomical knowledge and proportional systems **Architectural Integration:** Design must function within Renaissance building aesthetics and classical proportional harmony **Period Authenticity:** All elements must reflect 15th-16th century production methods and artistic innovations **Classical Hierarchy:** Compositional elements must follow Renaissance artistic principles and humanistic ideals **Material Authenticity:** Surface and construction techniques must exhibit authentic Renaissance glass painting characteristics **Humanistic Coherence:** Overall design must serve Renaissance artistic philosophy and classical educational purposes
+
+---
diff --git a/styles/steampunk/steampunk_gothic_ink_wash.md b/styles/steampunk/steampunk_gothic_ink_wash.md
new file mode 100644
index 0000000..34ce20b
--- /dev/null
+++ b/styles/steampunk/steampunk_gothic_ink_wash.md
@@ -0,0 +1,300 @@
+---
+id: steampunk_gothic_ink_wash
+group: Steampunk
+movement: Dark Romantic Steampunk Illustration
+artist: Steampunk Atelier
+display_name: Steampunk Gothic Ink Wash Portrait
+style_scope: movement
+ratios:
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  3:4 suits cabinet cards and memento mori portraits—ideal for inky, candlelit
+  compositions.
+modes:
+  - Dark Romantic Illustration
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Gothic ink-wash steampunk drapes characters in Victorian mourning couture,
+  soot-stained gears, and rain-smeared glass. Wet brush, raven-black pools, and
+  selective copper highlights create a melancholic ballroom of machines. Expect
+  wraithlike poses and intricate filigree.
+hero_image: null
+---
+
+# Gothic Ink Wash Portrait Style (Steampunk Dark Romanticism)
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via atmospheric rendering with Gothic mood enhancement
+- **Technical Measurement Authority:** Quantitative specifications for wash density, contrast ratios, shadow percentages override descriptive language
+- **Face-Treatment Flag:** `brush-wash` - Controlled ink wash with selective detail preservation in facial features, atmospheric blending in shadows, dramatic chiaroscuro effects
+- **Pose Flag:** `psychological-tension` - Dramatic Gothic positioning with mysterious industrial interaction
+- **Canvas Control Flag:** `adaptive-extend` - Creative extension using atmospheric ink wash techniques
+- **Material authenticity:** Authentic ink wash on paper with water-based blending, no digital effects
+- **Period Production Authenticity:** Gothic Revival era (1840-1910) ink wash illustration methods with romantic atmosphere
+- **Quantifiers authoritative:** Wash opacity percentages, contrast measurements, shadow depth specifications are targets
+- **Text policy:** Only render if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; original Gothic steampunk interpretation
+- **Composition boundaries:** No frames outside canvas; atmospheric edges part of composition
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (Gothic portrait format) - ignore source image dimensions completely
+- Redraw subject entirely from scratch in **Gothic steampunk ink wash style (1840s-1910s Gothic Revival)** for **atmospheric dark romantic portrait reproduction**
+- Preserve likeness through **dramatic chiaroscuro** with facial features maintained through selective detail preservation, atmospheric mood dominates overall composition
+- **IP Safeguard Declaration:** Create original Gothic steampunk character with dark Victorian romantic aesthetic. Include mysterious industrial elements, Gothic costume details, and atmospheric mechanical props. No copyrighted Gothic literature characters or modern horror elements
+- **Face-Treatment Flag:** `brush-wash`
+- **Pose Flag:** `psychological-tension`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Style Dominance:** Gothic atmospheric mystery and dramatic shadow play supersede photographic clarity while preserving essential facial likeness
+- **Mode Selector:** Gothic romantic illustration / Dark Victorian art print
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `3:4` (Gothic portrait / dark romantic illustration format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with atmospheric ink wash elements
+- **Spatial Allocation:** Subject positioned with 15-25% headroom, dramatic off-center placement for Gothic tension
+- **Background Treatment:** Extend using atmospheric ink washes, mysterious industrial shadows, Gothic architectural elements fading into darkness
+- **Format Justification:** 3:4 ratio optimal for Victorian Gothic illustration and dark romantic portraiture (1840-1910)
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Artistic Style:** Gothic steampunk ink wash capturing atmospheric mystery and industrial Gothic darkness of Victorian dark romanticism (1840s-1910s) with selective detail preservation
+
+**Medium/Production Method:**
+
+- Water-based ink wash on heavyweight paper
+- Brush application with controlled blending
+- Selective detail rendering in facial features
+- Atmospheric wash gradation in backgrounds
+- Dramatic shadow pooling with ink concentration
+- Sepia or black ink with water dilution 10-90% opacity
+
+**Thematic Purpose:** Gothic romantic illustration emphasizing industrial mystery, dark Victorian atmosphere, and steampunk melancholy for collectors of atmospheric dark art
+
+**Hallmark Motifs:**
+
+- Dramatic chiaroscuro with 70-80% shadow coverage
+- Selective facial detail preservation (eyes, key features rendered with 60-80% detail retention)
+- Atmospheric ink wash backgrounds (20-40% opacity gradations)
+- Gothic industrial elements emerging from shadows
+- Mysterious mechanical apparatus suggestion (40-60% visibility)
+
+**Period Framing:** Gothic Revival industrial period (1840-1910), influenced by Romantic movement darkness and Victorian Gothic literature
+
+**Tone Tag:** Mysteriously atmospheric, dramatically shadowed, romantically dark, industrially Gothic, hauntingly beautiful
+
+**Production Era Authenticity:** Traditional ink wash techniques - brush-loaded application, water dilution control, paper absorption effects, atmospheric blending
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Ink Wash Specifications:**
+
+- **Facial rendering:** 60-80% detail preservation through controlled wash density, features emerge from atmospheric darkness
+- **Shadow areas:** 70-90% opacity ink wash, dramatic pooling in non-essential areas
+- **Highlight preservation:** 10-20% of composition remains pure white paper
+- **Mid-tone gradation:** 8-12 distinct tonal values through dilution control
+
+**Brush Application Measurements:**
+
+- **Detail brush:** 2-4mm width for facial features, precise line control
+- **Wash brush:** 15-30mm width for atmospheric effects, fluid blending
+- **Dry brush technique:** 40-60% coverage for textural industrial elements
+- **Wet-on-wet blending:** Atmospheric transitions with 30-50% edge softness
+
+**Chiaroscuro Specifications:**
+
+- **Light source:** Single dramatic directional light, 80% intensity
+- **Shadow depth:** Deep blacks 90-100% ink concentration
+- **Atmospheric haze:** 20-40% opacity wash creating Gothic mood
+- **Contrast ratio:** 1:8 minimum (highlights to shadows)
+
+**Detail Hierarchy:**
+
+- **Facial features:** Maximum preservation - eyes, nose, mouth rendered with selective precision
+- **Costume elements:** 50-70% visibility through atmospheric wash
+- **Industrial props:** 40-60% suggestion emerging from shadows
+- **Background:** 20-40% atmospheric indication, mysterious depth
+
+**Pose Anchors:**
+
+- **Head tilt:** Dramatic 20-35° angles for Gothic tension
+- **Shoulder rotation:** 25-45° off-axis for mysterious positioning
+- **Weight distribution:** Asymmetric 70/30 creating psychological unease
+- **Hand positions:** Dramatic gestures interacting with shadow play, mysterious object manipulation
+
+**Scale Hierarchy:** Subtle elongation acceptable (105-115% vertical extension) for Gothic atmosphere
+
+**Material Authenticity:**
+
+- Genuine ink wash on paper, water-based blending
+- No digital gradients or airbrush effects
+- Authentic brush texture and water bloom patterns
+
+**Period Consistency:** All elements reflect 1840-1910 Gothic Revival illustration techniques with steampunk industrial integration
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Adult Masculine:**
+
+- Primary: Gothic Victorian coat with brass industrial fastenings, high collar with mysterious accessories, dark dramatic layers
+- Secondary: Industrial mourning attire - black leather with brass details, protective work clothing with Gothic elements
+- Tertiary: Mysterious engineer costume - dark workshop attire with occult-looking technical apparatus
+
+**Adult Feminine:**
+
+- Primary: Gothic Victorian dress with industrial corsetry, dramatic high neck with brass choker, flowing dark fabrics
+- Secondary: Widow's attire with mechanical modifications - black dress with brass mourning jewelry, industrial veil elements
+- Tertiary: Dark laboratory costume - Victorian dress with mysterious technical accessories, occult scientific elements
+
+**Fabric Rendering Through Ink Wash:**
+
+- **Heavy fabrics:** Dense 70-90% opacity wash with selective highlights
+- **Lace/delicate elements:** 30-50% opacity with atmospheric blending
+- **Leather:** Deep blacks 85-95% with sharp highlight edges
+- **Brass/metal:** Reserved highlights (pure white) against dark backgrounds
+
+**Accessory Cap:** Elaborate (3-4 items) - Gothic steampunk integration
+
+- Gothic jewelry with industrial elements (brass crucifix with gears, mourning lockets with mechanical interior)
+- Mysterious technical apparatus (occult-looking scientific instruments, dark brass devices)
+- Victorian mourning accessories with steampunk modification (black lace with brass elements)
+- Industrial Gothic adornments (gear brooches, mysterious mechanical pendants)
+
+**Color Palette:**
+
+- **Primary ink:** Black or sepia (rich brown)
+- **Wash dilution:** 10-90% opacity range
+- **Highlight areas:** Pure white paper (10-15% of composition)
+- **Shadow pools:** 90-100% ink concentration (60-70% of composition)
+
+**Wardrobe Variation:** Cycle through Gothic mourning, mysterious engineer, and dark romantic attire with industrial Victorian elements
+
+**Props (≤2):**
+
+```yaml
+gothic_steampunk_hero:
+  - mysterious_apparatus: "occult-looking scientific device, brass with dark patina, partially shadowed 40-60% visibility"
+  - gothic_instrument: "Victorian medical/scientific tool with sinister appearance, 50-70% illumination"
+  - industrial_artifact: "mysterious mechanical object emerging from shadows, dramatic lighting"
+
+gothic_steampunk_micro:
+  - brass_key: "ornate Victorian key with mysterious purpose, high contrast rendering"
+  - dark_vial: "scientific vessel with unknown contents, atmospheric lighting"
+  - occult_gear: "mechanical component with mysterious markings, selective detail"
+```
+
+**Coherence Filter:** All elements support Gothic industrial mystery aesthetic with dramatic atmospheric rendering
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "bright cheerful lighting", "high-key illumination", "even exposure"
+- "photographic clarity", "digital gradients", "airbrush effects"
+- "complete facial detail without atmosphere", "lacking shadow mystery", "conventional portrait lighting"
+- "modern horror elements", "copyrighted Gothic characters", "generic darkness"
+
+**✅ Canvas Positives:**
+
+- "exactly 3:4 ratio", "recomposed for Gothic portrait format"
+- "dramatic chiaroscuro 70-80% shadow coverage", "selective facial detail preservation 60-80%"
+- "authentic ink wash 10-90% opacity range", "atmospheric blending with paper texture"
+- "1840-1910 Gothic Revival authenticity", "Victorian industrial mystery integration"
+- "brush-loaded atmospheric effects", "water bloom patterns", "controlled wash gradation"
+
+**Vocabulary Warnings:** Avoid "bright," "cheerful," "clear" (incompatible with Gothic atmosphere); avoid "generic horror," "modern darkness" (not period Gothic aesthetic)
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**PORTRAIT RATIO COMPOSITION (3:4):**
+
+- Vertical emphasis with subject dominance ≥65%
+- Dramatic off-center positioning for Gothic psychological tension
+- Mysterious staging with atmospheric shadow integration
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Dramatic angles creating psychological unease
+- **Figure:Ground:** 65% subject emerging from shadows, 35% atmospheric darkness
+- **Density:** 75% coverage - heavy shadows with strategic light preservation
+- **Lighting Logic:** Single dramatic source from side/above, creating deep cast shadows and Gothic mood
+- **Detail:Negative Space:** 40% selective detail (facial features, key costume elements), 60% atmospheric wash and shadow mystery
+
+**Environmental Elements:**
+
+- Gothic industrial architecture (shadowy Victorian machinery, mysterious mechanical environments)
+- Atmospheric smoke/steam effects (20-30% opacity wash)
+- Dark romantic settings (abandoned workshops, mysterious laboratories, Gothic industrial spaces)
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Heavyweight watercolor or illustration paper with absorbent quality for ink wash
+- **Frame/Band:** OMIT - no decorative borders (atmospheric edges fade naturally)
+- **Production Context:** Traditional ink wash on paper, brush application, water-based blending technique
+- **Ratio Enforcement:** Composition specifically designed for 3:4 Gothic portrait format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow (optional Gothic labeling)
+
+**If Typography Included:**
+
+**Ratio-Appropriate Zones:**
+
+- Integrated with atmospheric shadows
+- Typography emerges from darkness like subject
+- No rigid placement zones
+
+**Copy Limits:**
+
+- ≤6 words total if included
+- Single dramatic phrase or title
+- Gothic romantic language
+
+**Period-Appropriate Typography:**
+
+- Gothic Revival decorative fonts
+- Hand-lettered atmospheric integration
+- **Font Recommendation:** "Closest Google Fonts: Cinzel Decorative for Gothic capitals, UnifrakturMaguntia for blackletter drama, MedievalSharp for industrial Gothic. Better: Custom Gothic Revival display fonts with Victorian industrial elements"
+
+**Format-Specific Rules:**
+
+- Gallery art mode: Minimal text, atmospheric focus
+- Gothic illustration mode: Dramatic title integration with ink wash
+- Museum print: Omit text entirely
+
+**Historical Accuracy:** Typography reflects 1840-1910 Gothic Revival aesthetic with industrial Victorian integration
+
+**Production Method Integration:** Text rendered through ink wash technique, integrated with atmospheric shadow effects, hand-lettered quality
+
+---
diff --git a/styles/steampunk/steampunk_imaginative_digital.md b/styles/steampunk/steampunk_imaginative_digital.md
new file mode 100644
index 0000000..31f5b75
--- /dev/null
+++ b/styles/steampunk/steampunk_imaginative_digital.md
@@ -0,0 +1,286 @@
+---
+id: steampunk_imaginative_digital
+group: Steampunk
+movement: Digital Steampunk Concept Art
+artist: Steampunk Atelier
+display_name: Steampunk Imaginative Digital Portrait
+style_scope: movement
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Character posters and key art prefer the 2:3 frame—perfect for spotlighting
+  full-length wardrobes and jetpacks.
+modes:
+  - Fantasy Character Poster
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Imaginative digital steampunk blends painterly lighting, leather, brass, and
+  billowing steam into high-polish key art. Think cover-ready hero shots with
+  luminous atmospherics and cinematic rim light. We keep it aspirational while
+  refreshing silhouettes and contraptions.
+hero_image: null
+---
+
+# Imaginative Digital Painting Portrait Style
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression enhanced with fantastical elements
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Face-Treatment Flag:** `digital-painted` - Contemporary digital painting with painterly brushwork, fantastical lighting effects, brass/copper atmospheric glow
+- **Pose Flag:** `power-stance` - Dynamic heroic positioning with fantastical machinery interaction
+- **Canvas Control Flag:** `strict-reframe` - Recompose for adventure poster aesthetics
+- **Material authenticity:** Digital painting techniques authentic to 2000s-2020s steampunk art movement
+- **Period Production Authenticity:** Contemporary digital art methods - Photoshop/Procreate brush engines, layer blending modes, digital lighting effects
+- **Quantifiers authoritative:** Brush size percentages, color temperature values, atmospheric effect measurements are targets
+- **Text policy:** Only render if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; no copyrighted steampunk franchises; original neo-Victorian character design
+- **Composition boundaries:** No frames outside canvas; no artificial borders or credits
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (poster format) - ignore source image dimensions completely
+- Redraw subject entirely from scratch in **contemporary steampunk digital painting style (2000s-2020s)** for **fantasy art poster reproduction**
+- Preserve likeness through **fantastical technological integration** and neo-Victorian aesthetic enhancement with heroic proportions
+- **IP Safeguard Declaration:** Create original steampunk character design avoiding copyrighted elements from existing franchises (no recognizable airship designs, no trademarked mechanical styles, no specific literary character elements). Design unique fantastical technology and original neo-Victorian costume elements
+- **Face-Treatment Flag:** `digital-painted`
+- **Pose Flag:** `power-stance`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Fantastical adventure aesthetic and imaginative technology supersedes photographic realism
+- **Mode Selector:** Fantasy art poster / Character concept art
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (adventure poster / concept art format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely for dynamic heroic framing
+- **Spatial Allocation:** Subject positioned for action - off-center dynamic placement with 10-20% headroom
+- **Background Treatment:** Extend fantastical steampunk environment - Victorian architecture with impossible machines, brass cityscape, steam-filled atmosphere
+- **Format Justification:** 2:3 ratio optimal for character-focused fantasy poster and modern digital art presentation (2000-2025)
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Artistic Style:** Contemporary steampunk digital painting capturing fantastical technology and neo-Victorian romance of modern steampunk culture (2000s-2020s)
+
+**Medium/Production Method:** Digital painting created with pressure-sensitive stylus on graphics tablet - Photoshop/Procreate/Clip Studio Paint with custom steampunk brush libraries, layer blend modes for atmospheric effects, digital color dodge/burn for brass highlights
+
+**Thematic Purpose:** Fantasy adventure art celebrating alternative history technology and neo-Victorian aesthetic for contemporary fantasy art audiences
+
+**Hallmark Motifs:**
+
+- Rich brass and copper atmospheric glow (color temperature 3000-3500K)
+- Fantastical mechanical integration (30-40% of costume/composition includes imaginative technology)
+- Neo-Victorian costume with impossible additions (mechanical limbs, steam-powered accessories)
+- Dynamic action poses with machinery interaction
+- Atmospheric steam effects and magical lighting (bloom intensity 20-30%)
+
+**Period Framing:** Contemporary digital art movement (2000-present), influenced by artists like Kazuhiko Nakamura and Brian Kesinger
+
+**Tone Tag:** Adventurously fantastical, technologically optimistic, heroically romantic, imaginatively dramatic
+
+**Production Era Authenticity:** Digital painting workflow - sketch layer, color blocking, detail rendering, atmospheric effects layers, color grading, final polish with digital brushes mimicking oil painting texture
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Digital Painting Specifications:**
+
+- **Brush work:** Variable pressure sensitivity, 15-40% opacity oil paint brushes, visible brush strokes 3-8mm equivalent scale
+- **Blending method:** Color dodge for brass highlights, multiply layers for shadow depth, overlay for atmospheric steam
+- **Edge treatment:** Soft edges for atmospheric elements (30% hardness), crisp edges for mechanical details (85-95% hardness)
+- **Stroke economy:** 60-80% coverage with intentional negative space, directional strokes following form
+
+**Color Temperature Measurements:**
+
+- Warm highlights: 3000-3500K (brass, copper, golden steam)
+- Cool shadows: 5500-6500K (blue atmospheric depth)
+- Midtone balance: 4000-4500K
+
+**Lighting Specifications:**
+
+- Primary light: Warm directional (brass/copper source), 70% intensity
+- Rim light: Cool atmospheric, 40% intensity, creates separation from background
+- Fill light: Ambient steam glow, 25% intensity
+- Specular highlights: Sharp brass reflections, 95-100% white value
+
+**Atmospheric Effect Measurements:**
+
+- Steam particle density: 20-30% opacity, variable size 2-15mm
+- Volumetric lighting: 15-25% opacity light rays, directional from mechanical sources
+- Depth fog: Exponential fade starting at 60% background depth
+
+**Pose Anchors:**
+
+- Head tilt: Dynamic 20-35° angles for heroic energy
+- Shoulder-hip differential: 25-45° rotation for action poses
+- Weight distribution: 70/30 asymmetric for dynamic stance
+- Hand positions: Interaction with fantastical machinery, weapon grips, mechanical control gestures
+
+**Scale Hierarchy:** Heroic proportions - subtle idealization (105-110% normal proportions), emphasize power and adventure capability
+
+**Material Authenticity:** Authentic digital painting techniques - no photo overlays, hand-painted texture rendering, brush-based atmospheric effects
+
+**Period Consistency:** All elements reflect 2000s-2020s digital fantasy art standards with steampunk aesthetic integration
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Adult Masculine:**
+
+- Primary: Neo-Victorian coat with brass mechanical augments, leather harness with gear accessories, modified waistcoat with impossible pockets
+- Secondary: Adventurer's outfit - practical leather jacket with steam vents, brass-buttoned shirt, mechanical arm attachments
+- Tertiary: Engineer's gear - protective leather apron with built-in tools, brass goggles with multiple lenses
+
+**Adult Feminine:**
+
+- Primary: Modified Victorian dress with mechanical bustle, brass corset with functional gears, leather accessories with steam power
+- Secondary: Adventurer's ensemble - practical split skirt with gear trim, modified bodice with mechanical elements, brass jewelry
+- Tertiary: Engineer's attire - streamlined dress with tool integration, protective leather elements, functional mechanical accessories
+
+**Fabric Behavior:**
+
+- Heavy leather: Matte texture with brass stud highlights, crease shadows 40% darker
+- Brass/copper: Specular highlights 95% value, oxidation patina in shadows
+- Steam-resistant fabrics: Slight sheen, warm color shifts near steam sources
+
+**Accessory Cap:** Elaborate (3-4 items) - fantastical integration essential
+
+- Brass goggles with impossible lens arrays (multiple magnification elements)
+- Mechanical limb enhancements (gear-driven joints, steam-powered mechanisms)
+- Technical weapons (brass ray guns, gear-blade combinations, impossible devices)
+- Neo-Victorian jewelry with functional elements (gear-work necklaces, compass rings)
+
+**Color Palette:**
+
+- Dominant: Brass (#B8860B), Copper (#B87333), Bronze (#CD7F32)
+- Accent: Deep burgundy (#800020), Forest green (#228B22), Midnight blue (#191970)
+- Atmospheric: Golden steam (#FFD700 at 30% opacity), Blue shadows (#4682B4 at 40%)
+
+**Wardrobe Variation:** Cycle through adventurer, engineer, and aristocrat neo-Victorian variants with different mechanical augmentations
+
+**Props (≤2):**
+
+```yaml
+steampunk_fantasy_hero:
+  - impossible_weapon: "brass ray-gun with visible gear mechanism, steam exhaust ports, 25cm length"
+  - mechanical_device: "handheld control panel with moving gears, glowing indicators, 15cm diameter"
+  - fantastical_tool: "multi-function brass instrument, impossible mechanical complexity"
+  
+steampunk_fantasy_micro:
+  - gear_pendant: "working mechanism visible, 5cm diameter, brass construction"
+  - steam_vial: "glowing liquid, brass cap, 8cm length"
+  - mechanical_compass: "multiple needles, impossible readings, ornate brass case"
+```
+
+**Coherence Filter:** All elements support fantastical steampunk adventure aesthetic; no purely historical accuracy required - imagination encouraged
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "photorealistic", "documentary photography", "historical accuracy without fantasy"
+- "modern technology without Victorian aesthetic", "digital photography effects", "Instagram filters"
+- "flat lighting", "minimal detail", "realistic proportions only"
+- "copyrighted steampunk franchises", "recognizable character elements", "trademarked designs"
+
+**✅ Canvas Positives:**
+
+- "exactly 2:3 ratio", "recomposed for adventure poster format"
+- "digital painted fantastical integration", "painterly brush strokes visible"
+- "brass atmospheric glow 3000-3500K", "heroic proportions 105-110%"
+- "imaginative mechanical elements 30-40% integration", "neo-Victorian adventure aesthetic"
+- "original steampunk character design", "unique fantastical technology"
+
+**Vocabulary Warnings:** Avoid "realistic," "historically accurate," "documentary" (incompatible with fantastical enhancement); avoid "copyrighted characters," "franchise elements" (IP violation risk)
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**PORTRAIT RATIO COMPOSITION (2:3):**
+
+- Vertical emphasis with subject dominance ≥70%
+- Dynamic action framing - subject positioned for movement and energy
+- Heroic staging - subject elevated or empowered position
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Dramatic low angle or dynamic three-quarter view for heroic impact
+- **Figure:Ground:** 65% subject with mechanical elements, 35% fantastical environment
+- **Density:** 75% coverage - rich detail with atmospheric breathing room
+- **Lighting Logic:** Multi-source fantastical lighting - brass glow, steam illumination, magical energy sources
+- **Detail:Negative Space:** 70% detailed rendering, 30% atmospheric fade areas
+
+**Environmental Elements:**
+
+- Fantastical Victorian architecture (impossible clockwork buildings, brass spires)
+- Imaginative machinery (floating gear platforms, steam-powered impossible devices)
+- Alternative history atmosphere (airships in distance, mechanical cities, brass sky)
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Digital art canvas optimized for screen display and poster printing
+- **Frame/Band:** OMIT - no decorative borders (modern fantasy art convention)
+- **Production Context:** Digital painting workflow with layer-based rendering, suitable for gallery print or digital portfolio
+- **Ratio Enforcement:** Composition specifically designed for 2:3 adventure poster format with dynamic subject placement
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow (optional for poster variant)
+
+**If Typography Included:**
+
+**Ratio-Appropriate Zones:**
+
+- Top 15%: Title/character name placement potential
+- Bottom 20%: Subtitle/tagline zone
+- Integrated with composition: Technical labels for mechanical elements
+
+**Copy Limits:**
+
+- ≤6 words per line
+- Character name: 1-3 words maximum
+- Tagline: ≤7 words
+- No extensive body copy
+
+**Period-Appropriate Typography:**
+
+- Neo-Victorian decorative fonts with steampunk flair
+- Integration with brass/copper color scheme
+- **Font Recommendation:** "Closest Google Font: Cinzel (neo-Victorian serif, 90% match). Alternative: Playfair Display. Better: Custom steampunk display fonts like Gaslight or Airship"
+
+**Format-Specific Rules:**
+
+- Character poster mode: Name prominent, heroic presentation
+- Concept art mode: Technical annotations, mechanical labels
+- Gallery print mode: Minimal or no text, pure visual focus
+
+**Historical Accuracy:** Typography reflects contemporary steampunk aesthetic (2000s-2020s), not historical Victorian
+
+**Production Method Integration:** Digital typography with brass texture overlay, gear ornamental elements, steam effect integration
+
+---
diff --git a/styles/steampunk/steampunk_mixed_media_assemblage.md b/styles/steampunk/steampunk_mixed_media_assemblage.md
new file mode 100644
index 0000000..715e2b3
--- /dev/null
+++ b/styles/steampunk/steampunk_mixed_media_assemblage.md
@@ -0,0 +1,306 @@
+---
+id: steampunk_mixed_media_assemblage
+group: Steampunk
+movement: Assemblage Steampunk Portraiture
+artist: Steampunk Atelier
+display_name: Steampunk Mixed Media Assemblage Portrait
+style_scope: movement
+ratios:
+  - '4:5'
+ratios_status: provisional
+ratios_notes: |
+  Assemblage shadow boxes read best at 4:5, echoing cabinet display proportions.
+modes:
+  - Industrial Assemblage
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Physical steampunk assemblage layers found brass, Bakelite knobs, portrait
+  photography, and hand-tooled leather into reliquaries. Riveted frames,
+  oxidized patina, and resin-cast cogs push the portrait into sculptural
+  territory. We guide the layout so every bolt earns its place.
+hero_image: null
+---
+
+# Physical Mixed Media Assemblage Portrait Style
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via photographic base integration with physical materials
+- **Technical Measurement Authority:** Material thickness measurements, shadow depth specifications, adhesive edge visibility override descriptive language
+- **Face-Treatment Flag:** `photo-illustration-collage` - Photographic portrait base with physical material assemblage overlay, maintaining facial recognition through dimensional layering
+- **Pose Flag:** `gestural-fluid` - Natural photographic pose adapted to assemblage environment
+- **Canvas Control Flag:** `adaptive-extend` - Creative extension using physical material techniques
+- **Media Hybrid Flag:** `photo-illustration-collage` - Mandatory integration of photographic and physical elements
+- **Material authenticity:** Genuine physical assemblage with real dimensional materials, authentic aging, patina, and wear
+- **Period Production Authenticity:** Contemporary assemblage/collage art techniques (1960s-present) with visible construction process
+- **Quantifiers authoritative:** Shadow depth measurements, material thickness, adhesive visibility specifications are targets
+- **Text policy:** Only render if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; original assemblage using non-copyrighted materials
+- **Composition boundaries:** No frames outside canvas; dimensional edges natural to assemblage process
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **4:5 ratio** (contemporary art print format) - ignore source image dimensions completely
+- Redraw subject entirely from scratch in **physical mixed media assemblage style (1960s-present)** for **contemporary collage art reproduction**
+- Preserve likeness through **photographic portrait base** with authentic physical steampunk materials assembled on top - functional mechanical components, Victorian industrial apparatus, scientific instruments with real dimensional depth integrated into costume/environment
+- **IP Safeguard Declaration:** Create original physical assemblage artwork using photographically-based steampunk portrait. Subject must wear authentic Victorian industrial costume (brass goggles, mechanical accessories, technical apparatus integrated into clothing). Use original photographic portrait as base with functional steampunk materials showing purpose and mechanical context
+- **Face-Treatment Flag:** `photo-illustration-collage`
+- **Pose Flag:** `gestural-fluid`
+- **Canvas Control Flag:** `adaptive-extend`
+- **Media Hybrid Flag:** `photo-illustration-collage`
+- **Style Dominance:** Functional steampunk integration and authentic material properties supersede decorative elements
+- **Mode Selector:** Contemporary steampunk assemblage art / Industrial portrait collage
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `4:5` (modern assemblage art format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** adaptive-extend with physical material assemblage
+- **Spatial Allocation:** Photographic portrait centered with 10-15% margin, steampunk materials integrated into portrait composition rather than peripheral decoration
+- **Background Treatment:** Extend using aged technical papers, patent diagrams, scientific documents as substrate rather than decorative backdrop
+- **Format Justification:** 4:5 ratio optimal for contemporary steampunk assemblage art presentation and gallery display (1960s-2025)
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Artistic Style:** Physical mixed media assemblage combining photographic steampunk portrait base with functional mechanical components and Victorian industrial apparatus, capturing tactile construction process of contemporary collage art with emphasis on purposeful steampunk integration (1960s-present)
+
+**Medium/Production Method:**
+
+- **Steampunk photographic base:** Portrait showing subject wearing Victorian industrial costume (brass goggles, mechanical corsetry, technical apparatus)
+- **Functional mechanical integration:** Gears connected as working systems, steam gauges with visible connections, pressure valves with piping
+- **Industrial apparatus:** Scientific instruments, measuring devices, technical tools showing purpose and context
+- **Dimensional assembly:** 3-5mm material thickness creating authentic shadows and mechanical depth
+- **Technical documentation:** Victorian patent papers, engineering diagrams, scientific manuscripts as substrate
+- **Environmental context:** Workshop/laboratory atmosphere suggested through technical ephemera
+
+**Thematic Purpose:** Contemporary assemblage art exploring steampunk themes through physical material combination and dimensional construction for gallery exhibition and collector acquisition
+
+**Hallmark Motifs:**
+
+- Steampunk portrait base (60-70% of composition) showing subject in Victorian industrial costume with brass goggles, mechanical corsetry, technical apparatus
+- Functional mechanical systems (8-15 connected components) - gears with visible drive trains, steam gauges with piping, pressure systems
+- Industrial apparatus integration - scientific instruments, measuring devices, technical tools showing purpose and mechanical context
+- Victorian technical documentation (patent diagrams, engineering drawings, scientific manuscripts) as authentic substrate
+- Mixed material textures creating workshop/laboratory atmosphere with functional steampunk integration
+
+**Period Framing:** Contemporary assemblage art movement (1960s-present), influenced by Robert Rauschenberg, Joseph Cornell, and steampunk maker culture
+
+**Tone Tag:** Physically constructed, authentically aged, dimensionally layered, industrially romantic, tactilely engaging
+
+**Production Era Authenticity:**
+
+- Contemporary assemblage studio methods
+- Hand-collection and curation of materials
+- Physical construction with adhesives and mounting techniques
+- Patina development through authentic aging processes
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Photographic Base Specifications:**
+
+- **Portrait foundation:** 60-70% of composition, clear facial features visible
+- **Photographic quality:** Slight vintage treatment, may show age or processing artifacts
+- **Integration method:** Physical mounting on substrate, visible edges 1-2mm thickness
+
+**Physical Material Specifications:**
+
+- **Metal components:** 8-15 brass/copper gears, 10-25mm diameter, authentic patina and oxidation
+- **Paper elements:** Aged vintage papers, 0.2-0.5mm thickness, authentic yellowing and foxing
+- **Fabric integration:** Leather, lace, or period textiles with realistic fiber texture
+- **Dimensional depth:** 3-8mm material thickness creating authentic cast shadows
+
+**Construction Technique Markers:**
+
+- **Adhesive visibility:** Glue edges, tape residue, mounting evidence 15-25% of edges
+- **Shadow casting:** Authentic directional shadows 2-4mm depth from dimensional elements
+- **Material boundaries:** Sharp edges where materials meet, no seamless blending
+- **Surface irregularity:** Bumps, wrinkles, raised areas from physical assembly
+
+**Aging and Patina Specifications:**
+
+- **Metal oxidation:** Green/blue-green copper patina, 20-40% coverage
+- **Paper aging:** Brown/yellow foxing, edge wear, authentic vintage discoloration
+- **Adhesive aging:** Yellowed tape, glue discoloration, mounting stains
+- **Surface wear:** Scratches, dents, handling marks from actual use
+
+**Lighting Integration:**
+
+- **Multiple sources:** Different lighting from various photographic/material origins
+- **Inconsistent shadows:** Directional conflicts from assembled disparate elements
+- **Surface reflection:** Metallic components showing authentic light reflection patterns
+- **Depth indication:** Clear shadow casting proving dimensional construction
+
+**Pose Anchors:**
+
+- **Head position:** Natural photographic pose, unforced positioning
+- **Material integration:** Physical elements respond to underlying photographic form
+- **Dimensional adaptation:** Materials follow and enhance portrait contours
+- **Construction evidence:** Assembly process visible in final composition
+
+**Scale Hierarchy:** Photographic proportions maintained as base, materials added proportionally
+
+**Material Authenticity:**
+
+- Genuine physical materials with authentic aging
+- Real patina development processes
+- Actual wear patterns from handling and time
+- No digital simulation of material properties
+
+**Period Consistency:** All elements reflect contemporary assemblage art practices (1960s-2025) with authentic construction techniques
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Photographic Portrait Base:**
+
+- **Adult Masculine:** Portrait wearing steampunk industrial costume - brass goggles, technical vest with gauges, mechanical accessories integrated into clothing
+- **Adult Feminine:** Portrait in Victorian industrial dress - brass corsetry with functional elements, technical jewelry, mechanical hat or headpiece
+- **Costume integration:** Subject must appear as Victorian inventor/engineer with functional steampunk apparatus
+
+**Functional Mechanical Integration:**
+
+- **Connected gear systems:** Gears showing mechanical relationships, drive trains, working connections rather than random placement
+- **Industrial apparatus:** Steam gauges with visible piping, pressure valves with connections, technical instruments showing purpose
+- **Scientific equipment:** Measuring devices, optical instruments, mechanical calculators integrated contextually
+- **Workshop environment:** Technical tools and apparatus suggesting inventor's laboratory or engineering workspace
+
+**Material Rendering Authenticity:**
+
+- **Functional context:** All mechanical elements appear to serve purpose in larger system
+- **Industrial atmosphere:** Workshop/laboratory environment through technical documentation and apparatus
+- **Costume integration:** Steampunk elements as part of subject's attire and professional identity
+- **Environmental coherence:** Technical papers and instruments creating inventor/engineer context
+
+**Accessory Cap:** Elaborate (8-15 items) - functional steampunk apparatus essential
+
+- Brass goggles with multiple lenses and adjustment mechanisms (worn or hanging)
+- Steam pressure gauges with visible piping connections showing functional purpose
+- Mechanical tools and scientific instruments contextually integrated into portrait
+- Technical apparatus suggesting inventor/engineer profession and workshop environment
+
+**Props (≤2):**
+
+```yaml
+steampunk_assemblage_hero:
+  - functional_gauge_system: "steam pressure gauge with connecting pipes, brass construction, 30-40mm diameter, showing mechanical purpose"
+  - technical_instrument_cluster: "optical device or measuring instrument with brass fittings, suggesting scientific/engineering work"
+  - mechanical_apparatus: "working mechanism visible, gear connections apparent, functional steampunk device"
+
+steampunk_assemblage_micro:
+  - brass_connection: "mechanical coupling or valve, 15-20mm, showing purpose in larger system"
+  - technical_component: "precision instrument part, suggesting measurement or calculation function"
+  - industrial_element: "small apparatus with visible mechanical purpose, workshop context"
+```
+
+**Coherence Filter:** All physical materials show functional steampunk integration, creating inventor/engineer workshop atmosphere with authentic construction evidence
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "decorative gears", "random mechanical elements", "non-functional steampunk props"
+- "wooden frame substrate", "mounting board", "craft project presentation", "bulletin board aesthetic"
+- "seamless blending", "photorealistic integration", "digital filter effects"
+- "hobby craft construction", "decorative assemblage", "non-contextual mechanical elements"
+
+**✅ Canvas Positives:**
+
+- "exactly 4:5 ratio", "recomposed for assemblage art format"
+- "photographic portrait base 60-70% visible", "authentic physical materials"
+- "dimensional depth 3-8mm", "real shadows from layered construction"
+- "genuine patina and aging patterns", "visible construction techniques"
+- "authentic material boundaries", "adhesive evidence", "mounting artifacts"
+
+**Vocabulary Warnings:** Avoid "seamless," "smooth," "digital blending" (incompatible with physical assemblage); avoid "new materials," "perfect condition" (not authentic assemblage aesthetic)
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**PORTRAIT RATIO COMPOSITION (4:5):**
+
+- Vertical emphasis with photographic portrait dominance ≥60%
+- Physical materials extending and enhancing portrait rather than obscuring
+- Dimensional construction visible through authentic shadows and depth
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Photographic base perspective maintained, materials adapted to portrait form
+- **Figure:Ground:** 65% portrait with integrated materials, 35% substrate and background materials
+- **Density:** 80% coverage with dimensional materials while preserving portrait clarity
+- **Lighting Logic:** Mixed source lighting from different material origins creating authentic inconsistencies
+- **Detail:Negative Space:** 70% material integration, 30% breathing space showing substrate
+
+**Environmental Elements:**
+
+- Aged substrate backgrounds (vintage papers, metal sheets, fabric backing)
+- Physical texture surfaces showing authentic wear and aging
+- Mixed material foundations supporting dimensional construction
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Heavy art paper or canvas substrate capable of supporting dimensional materials (no wooden frames or mounting boards)
+- **Frame/Band:** OMIT entirely - no wooden frames, mounting hardware, or display board elements
+- **Production Context:** Contemporary assemblage studio techniques, hand-assembly on art substrate, authentic material integration without craft presentation
+- **Ratio Enforcement:** Composition designed for 4:5 gallery presentation with sophisticated assemblage construction
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow (optional assemblage text elements)
+
+**If Typography Included:**
+
+**Ratio-Appropriate Zones:**
+
+- Integrated as physical paper elements within assemblage
+- Vintage document fragments with authentic aging
+- Technical diagrams with period-appropriate text
+
+**Copy Limits:**
+
+- Text appears on authentic aged materials only
+- Fragmentary text acceptable (torn documents, partial visibility)
+- No modern digital typography overlay
+
+**Period-Appropriate Typography:**
+
+- Authentic vintage document text
+- Technical drawing annotations
+- Patent document fragments
+- **Material Integration:** "Text must appear on physically authentic aged paper elements, not digital overlay. Use vintage document fragments, technical diagrams, or patent papers with period-appropriate typography showing authentic aging and wear"
+
+**Format-Specific Rules:**
+
+- Gallery assemblage mode: Text only on authentic material fragments
+- Contemporary art mode: Minimal text, focus on material construction
+- Mixed media integration: Typography as collaged physical element
+
+**Historical Accuracy:** Text elements reflect authentic document sources with period-appropriate aging and wear
+
+**Production Method Integration:** Text appears only on genuine aged paper materials physically mounted in assemblage, showing authentic foxing, wear, and construction evidence
+
+----
diff --git a/styles/steampunk/steampunk_tintype_portrait.md b/styles/steampunk/steampunk_tintype_portrait.md
new file mode 100644
index 0000000..5a0a1e8
--- /dev/null
+++ b/styles/steampunk/steampunk_tintype_portrait.md
@@ -0,0 +1,301 @@
+---
+id: steampunk_tintype_portrait
+group: Steampunk
+movement: Neo-Victorian Photography
+artist: Steampunk Atelier
+display_name: Steampunk Tintype Portrait
+style_scope: movement
+ratios:
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Historical tintypes sat on 3:4 plates; keep that format so vignetting,
+  chemical streaks, and brass props feel authentic.
+modes:
+  - Historical Photograph
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Steampunk tintypes mimic wet-plate chemistry—silver nitrate drips, solarized
+  highlights, and shallow depth of field hugging brass goggles and boilers.
+  Costumes stay era-correct while inventions peek through the patina. We tune
+  the lab artifacts and imperfections for credibility.
+hero_image: null
+---
+
+# Steampunk Tintype Portrait Style (Victorian Photography with Industrial Elements)
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via authentic Victorian photographic rendering
+- **Technical Measurement Authority:** Quantitative specifications for grain, exposure, plate characteristics override descriptive language
+- **Face-Treatment Flag:** `silver-halide-grain` - Authentic wet plate collodion rendering with characteristic grain pattern, limited dynamic range 4-5 stops, ethereal soft focus quality
+- **Pose Flag:** `frontal-rigid` - Formal Victorian portrait pose required due to historical exposure time constraints
+- **Canvas Control Flag:** `strict-reframe` - Recompose for Victorian photographic plate conventions
+- **Material authenticity:** Authentic wet plate collodion characteristics, tintype metal texture, daguerreotype mirror-like surface
+- **Period Production Authenticity:** 1850s-1890s wet plate photography methods with characteristic imperfections
+- **Quantifiers authoritative:** Exposure time implications, tonal range 4-5 stops, grain size measurements are targets
+- **Text policy:** Only render if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; no modern elements; authentic Victorian photography aesthetic only
+- **Composition boundaries:** No frames outside canvas; period-appropriate presentation only
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **3:4 ratio** (carte de visite format) - ignore source image dimensions completely
+- Redraw subject entirely from scratch in **Victorian wet plate photography style with steampunk elements (1855-1890s)** for **steampunk tintype portrait reproduction**
+- Preserve likeness through **authentic photographic rendering** with characteristic wet plate collodion ethereal quality enhanced by Victorian industrial/steampunk costume and apparatus
+- **IP Safeguard Declaration:** Create period-authentic Victorian photographic portrait WITH steampunk elements. Subject must wear Victorian-era steampunk costume (brass goggles, mechanical accessories, technical apparatus). Include period-appropriate scientific instruments and industrial props authentic to 1850s-1890s technology
+- **Face-Treatment Flag:** `silver-halide-grain`
+- **Pose Flag:** `frontal-rigid`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Authentic Victorian photographic characteristics with steampunk costume/props integration - embrace historical photography limitations while showcasing industrial-era innovation
+- **Mode Selector:** Steampunk historical photograph / Victorian inventor portrait
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `3:4` (carte de visite / cabinet card format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely for Victorian portrait photography conventions
+- **Spatial Allocation:** Subject centered with minimal headroom (5-10%), tight formal framing typical of 1860s-1890s portraits
+- **Background Treatment:** Simple dark backdrop or minimal Victorian studio setting, avoid environmental complexity
+- **Format Justification:** 3:4 ratio matches standard Victorian carte de visite (2.5"x4") and cabinet card (4.25"x6.5") formats
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Artistic Style:** Victorian wet plate collodion photography with steampunk costume and industrial apparatus, capturing authentic tintype/daguerreotype aesthetic of 1850s-1890s portrait photography combined with Victorian-era scientific instruments and mechanical accessories
+
+**Medium/Production Method:**
+
+- **Tintype (Ferrotype):** Wet plate collodion on thin enameled iron sheet, creates underexposed negative appearing as positive on dark backing
+- **Daguerreotype:** Direct positive on silver-plated copper, mirror-like surface, laterally reversed
+- **Wet Collodion Process:** Glass plate coated with collodion emulsion, exposed while wet, developed immediately with characteristic ethereal rendering
+
+**Thematic Purpose:** Authentic historical portrait photography documenting Victorian-era inventors, engineers, and scientists with their industrial apparatus; timeless archival quality showcasing early steampunk aesthetic (before the term existed)
+
+**Hallmark Motifs:**
+
+- Monochromatic sepia tones (2700-3200K warmth) or neutral black/white
+- Limited dynamic range (4-5 stops maximum)
+- Ethereal soft focus quality (light hair appears dark, blue eyes intensely bright)
+- Characteristic grain pattern (0.1-0.3mm silver halide crystals visible)
+- Subtle vignetting (10-20% edge darkening)
+- Mirror-like reflective quality (daguerreotype) or matte metal surface (tintype)
+
+**Period Framing:** Victorian photography era (1850-1900), American and European portrait studio tradition
+
+**Tone Tag:** Hauntingly timeless, solemnly dignified, ethereally preserved, historically authentic
+
+**Production Era Authenticity:**
+
+- Wet plate preparation on-site in portable darkroom
+- Exposure times 3-60 seconds requiring head restraint devices
+- Chemical development immediately after exposure
+- Fixing in sodium thiosulfate solution
+- Optional hand-tinting with transparent oils
+
+**Innovation Line:**
+
+- **Lighting:** Daylight studio with diffusion scrims, no artificial lighting
+- **Format:** 3:4 ratio carte de visite or cabinet card size
+- **Processing:** Wet plate collodion immediate development
+- **Collaboration:** Subject immobility required, photographer as chemical technician
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Photographic Specifications:**
+
+- **Camera:** Large format 4x5" or 8x10" view camera equivalent
+- **Lens:** Petzval portrait lens f/3.5-f/5.6, characteristic swirly bokeh, soft vignetting
+- **Film/Plate:** Wet collodion on iron (tintype) or silvered copper (daguerreotype), ISO equivalent 1-6
+- **Exposure:** 5-30 second equivalent creating slight motion blur potential
+
+**Tonal Range Measurements:**
+
+- **Highlights:** Clipped at 95-100% (metallic shine for daguerreotype, matte white for tintype)
+- **Shadows:** Crushed below 5-10% (metal showing through on tintype, mirror reflection on daguerreotype)
+- **Mid-tones:** Compressed into 4-5 distinct values
+- **Contrast:** High contrast with abrupt transitions between tones
+
+**Grain Characteristics:**
+
+- Silver halide crystal visibility: 0.1-0.3mm apparent size
+- Random distribution pattern, more visible in mid-tones
+- Slight directional streaking from collodion flow during coating
+
+**Lighting Specifications:**
+
+- **Primary:** Diffused north-facing daylight, 60-70% intensity
+- **Fill:** Reflected daylight from white card, 20-30% intensity
+- **Modeling:** Single directional source, creates dramatic shadow definition
+- **Quality:** Soft due to large diffused source, harsh shadows from long exposure
+
+**Processing Artifacts:**
+
+- Chemical staining (5-10% of surface area)
+- Uneven collodion coating (visible flow marks)
+- Edge darkening/vignetting (15-25% intensity increase toward edges)
+- Emulsion imperfections (1-3 visible spots per portrait)
+
+**Pose Anchors:**
+
+- **Head tilt:** 0-5° maximum (head brace required for long exposure)
+- **Shoulder angle:** Minimal rotation, 5-10° maximum
+- **Weight distribution:** Rigid seated or standing, 50/50 balance
+- **Hand positions:** Resting on lap, holding chair back, completely still
+- **Expression:** Neutral to slight severity (smiling causes blur)
+
+**Scale Hierarchy:** True-to-life proportions, no idealization due to documentary nature
+
+**Material Authenticity:**
+
+- Metal plate texture visible through image (tintype)
+- Mirror-like reflectivity (daguerreotype)
+- Authentic wet plate collodion rendering characteristics
+
+**Period Consistency:** All elements authentic to 1850-1900 photographic portrait conventions
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Adult Masculine:**
+
+- Primary: Victorian formal suit with technical modifications - brass-buttoned waistcoat, leather work apron over formal wear, engineer's collar
+- Secondary: Scientific expedition clothing - heavy wool jacket with brass instruments attached, leather tool harness
+- Tertiary: Technical workshop attire - protective leather apron, rolled sleeves with brass arm guards
+
+**Adult Feminine:**
+
+- Primary: Victorian formal dress with industrial modifications - high-necked dress with brass fastenings, leather corset with technical apparatus
+- Secondary: Scientific attire - modified dress for laboratory work, protective leather elements, brass jewelry with functional elements
+- Tertiary: Engineering costume - practical Victorian dress with tool integration, brass goggles, mechanical accessories
+
+**Fabric Behavior in Wet Plate Photography:**
+
+- Dark fabrics: Appear nearly black, minimal detail
+- Light fabrics: Can blow out to pure white
+- Patterns: Often lost in tonal compression
+- Velvet/Silk: Creates slight sheen in highlights
+
+**Accessory Cap:** Elaborate (3-4 items) - steampunk/industrial elements essential for style
+
+- Brass goggles (worn on head or around neck, period-accurate design)
+- Technical instruments (compass, calipers, measuring devices)
+- Pocket watch with exposed mechanism (brass chain visible)
+- Scientific apparatus (small brass instruments, leather tool pouches)
+
+**Color Palette:**
+
+- Monochromatic sepia: warm brown tones (2700-3200K)
+- Alternative: neutral black/white (daguerreotype)
+- Optional hand-tinting: brass/copper elements highlighted with transparent oils, 20-30% opacity
+
+**Wardrobe Variation:** Cycle through formal scientist, field engineer, and workshop inventor Victorian attire with steampunk accessories (1850-1890)
+
+**Props (≤2):**
+
+```yaml
+steampunk_tintype_hero:
+  - scientific_instrument: "brass microscope, telescope, or technical apparatus on table, period 1850-1890"
+  - mechanical_device: "exposed gear mechanism, steam gauge, or precision tool in hand"
+  - technical_book: "leather-bound scientific journal with brass clasps, visible on surface"
+  
+steampunk_tintype_micro:
+  - brass_gear: "visible mechanical component, 3-6cm, attached to costume"
+  - lens_apparatus: "monocle or magnifying glass with brass frame"
+  - technical_badge: "engineer's insignia or scientific society emblem"
+```
+
+**Coherence Filter:** All elements authentic to 1850-1900 Victorian scientific/engineering professions - proto-steampunk aesthetic
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "digital clarity", "modern sharpness", "expanded dynamic range"
+- "modern steampunk elements", "fantastical additions", "anachronistic costume"
+- "color photography", "high contrast digital", "HDR effects"
+- "perfect focus", "motion-free rendering", "contemporary retouching"
+
+**✅ Canvas Positives:**
+
+- "exactly 3:4 ratio", "recomposed for carte de visite format"
+- "wet plate collodion authentic rendering", "silver halide grain 0.1-0.3mm"
+- "4-5 stop dynamic range", "characteristic ethereal soft focus"
+- "1855-1890 photographic authenticity", "tintype/daguerreotype aesthetic"
+- "chemical processing artifacts", "period-appropriate imperfections"
+
+**Vocabulary Warnings:** Avoid "sharp," "clear," "high-resolution" (incompatible with wet plate limitations); avoid "colorful," "vibrant" (monochromatic medium only)
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**PORTRAIT RATIO COMPOSITION (3:4):**
+
+- Vertical emphasis with subject dominance ≥85%
+- Tight formal framing typical of Victorian studio portraiture
+- Centered composition with minimal environmental context
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Straight-on eye level, single point perspective
+- **Figure:Ground:** 85% subject, 15% simple background
+- **Density:** 40% coverage - significant negative space due to vignetting
+- **Lighting Logic:** Single diffused daylight source, dramatic shadow modeling
+- **Detail:Negative Space:** 50% visible detail (limited by exposure latitude), 50% tonal compression/vignetting
+
+**Environmental Elements:**
+
+- Simple painted backdrop (dark neutral or cloudy sky pattern)
+- Minimal Victorian studio furniture (posing chair, column prop)
+- Plain dark or medium toned background (avoids distracting detail)
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Metal plate (tintype) or silvered copper (daguerreotype) with characteristic reflectivity
+- **Frame/Band:** Period-appropriate case presentation (optional) - leather or wood case with velvet lining for viewing
+- **Production Context:** Wet plate collodion on metal substrate, chemical processing, studio daylight exposure
+- **Ratio Enforcement:** Composition specifically designed for 3:4 Victorian photographic format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** OMIT typography (pure photographic portrait)
+
+**Historical Context:** Victorian photographs rarely included text within the image itself. Any labeling was external (studio stamps on card backing, handwritten notes on reverse).
+
+**If Typography Required (exceptional cases):**
+
+- Studio imprint on mount card (not on photograph itself)
+- Embossed studio name on presentation case
+- Handwritten identification on reverse (not visible in image)
+
+**Format-Specific Rules:**
+
+- Museum archival print: No text
+- Historical reproduction: Studio information on separate mount
+- Period presentation: Text only on case/frame exterior
+
+**Historical Accuracy:** No text integration within photographic image - maintain pure Victorian portrait photography conventions
diff --git a/styles/steampunk/steampunk_victorian_engraving.md b/styles/steampunk/steampunk_victorian_engraving.md
new file mode 100644
index 0000000..2a93f89
--- /dev/null
+++ b/styles/steampunk/steampunk_victorian_engraving.md
@@ -0,0 +1,279 @@
+---
+id: steampunk_victorian_engraving
+group: Steampunk
+movement: Victorian Technical Illustration
+artist: Steampunk Atelier
+display_name: Steampunk Victorian Engraving Portrait
+style_scope: movement
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Victorian scientific engravings were printed on tall 2:3 plates—keep that
+  upright proportion for plate impressions and annotations.
+modes:
+  - Technical Illustration
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Victorian engravers etched burin lines into steel, turning inventors and
+  apparatus into precise cross-hatched plates. This steampunk variant keeps the
+  19th-century draftsmanship while threading in speculative gadgets and workshop
+  ephemera.
+hero_image: null
+---
+
+# Victorian Engraving Portrait Style
+
+## 🔧 Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio
+- **Style over likeness:** Likeness via silhouette/gesture/expression
+- **Technical Measurement Authority:** Quantitative specifications override descriptive language
+- **Face-Treatment Flag:** `engrave-hatch` - Steel engraving cross-hatching with precise parallel lines, 0.5-1mm spacing, classical tonal gradation
+- **Pose Flag:** `frontal-rigid` - Formal Victorian portrait positioning, three-quarter view preferred, scholarly dignified stance
+- **Canvas Control Flag:** `strict-reframe` - Recompose entirely for Victorian portrait conventions
+- **Material authenticity:** Authentic steel engraving line work, no digital simulation
+- **Period Production Authenticity:** 1840-1890s steel engraving printing methods with characteristic engraving precision
+- **Quantifiers authoritative:** Line spacing, cross-hatch density, tonal range measurements are targets
+- **Text policy:** Only render if Section 8 authorizes
+- **Safety/IP:** No nudity/gore; no real logos/watermarks/signatures
+- **Composition boundaries:** No frames outside canvas; no artificial borders or credits
+
+------
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (portrait format) - ignore source image dimensions completely
+- Redraw subject entirely from scratch in **Victorian steel engraving style (1840s-1890s)** for **museum-quality technical illustration reproduction**
+- Preserve likeness through **meticulous cross-hatched line work** and classical idealization typical of 19th-century scientific documentation
+- **IP Safeguard Declaration:** Create original Victorian-era inspired character design avoiding copyrighted costume elements or modern steampunk fantasy without historical precedent
+- **Face-Treatment Flag:** `engrave-hatch`
+- **Pose Flag:** `frontal-rigid`
+- **Canvas Control Flag:** `strict-reframe`
+- **Style Dominance:** Technical precision and scholarly documentation aesthetic supersedes photographic likeness
+- **Mode Selector:** Technical illustration / Scientific documentation portrait
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO:** `2:3` (classical Victorian portrait print format)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method:** recompose-entirely for Victorian portrait conventions
+- **Spatial Allocation:** Subject centered with 15-20% headroom, classical portrait framing
+- **Background Treatment:** Extend period-appropriate Victorian workshop/laboratory setting or neutral technical illustration background
+- **Format Justification:** 2:3 ratio matches standard Victorian book illustration and scientific plate dimensions (1840-1890)
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Artistic Style:** Victorian steel engraving technical illustration capturing scholarly precision and industrial-age documentation aesthetic (1840s-1890s)
+
+**Medium/Production Method:** Steel engraving on paper - burin-incised copper plates with precise cross-hatching, parallel line technique, classical intaglio printing process
+
+**Thematic Purpose:** Scientific documentation and scholarly illustration for educated Victorian audiences; technical mastery demonstration
+
+**Hallmark Motifs:**
+
+- Cross-hatched tonal gradation with 0.5-1mm line spacing
+- Precise mechanical detail rendering (gears, instruments measured to 2-3mm accuracy)
+- Classical proportion idealization (Victorian dignity standards)
+- Technical apparatus integration (scientific instruments, precision tools)
+- Scholarly environmental context (laboratories, workshops)
+
+**Period Framing:** Peak steel engraving period (1840-1890), British and European technical illustration tradition
+
+**Tone Tag:** Dignified scholarly precision, Victorian technical mastery, refined documentation aesthetic
+
+**Production Era Authenticity:** Steel plate engraving with burin tools, copper plate preparation, traditional intaglio printing on cotton rag paper
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Line Work Specifications:**
+
+- Cross-hatching at 45-90° angles, 0.5-1mm spacing between parallel lines
+- Burin tool marks visible, tapering line ends characteristic of steel engraving
+- Minimum 3-layer cross-hatch for mid-tones, 5+ layers for deepest shadows
+- Directional hatching follows anatomical forms (curved lines for facial contours)
+
+**Tonal Range Measurements:**
+
+- 8-12 distinct tonal values through line density variation
+- Highlight preservation (pure white paper) 10-15% of composition
+- Deep blacks (maximum cross-hatch density) 5-10% of composition
+- Mid-tone gradation occupies 75-80% with precise line control
+
+**Surface Depth:**
+
+- Ink sits on paper surface, no impasto
+- Plate impression visible as embossed border (optional, 2-3mm depth)
+
+**Detail Hierarchy:**
+
+- Facial features: maximum precision (individual eyelash lines visible)
+- Costume elements: medium detail (fabric weave suggested through hatching patterns)
+- Background: simplified linear treatment (30% detail reduction from foreground)
+
+**Edge Treatment:**
+
+- Clean, precise line terminations
+- No feathered or soft edges - all transitions through line density
+
+**Pose Anchors:**
+
+- Head tilt: 5-15° maximum deviation from vertical
+- Shoulder angle: subtle contrapposto, 10-20° rotation acceptable
+- Weight distribution: formal standing 50/50 or seated upright
+- Hand positions: scholarly gestures - holding instruments, demonstrative poses
+
+**Scale Hierarchy:** Classical proportions unless Victorian idealization requires subtle refinement
+
+**Material Authenticity:** Pure steel engraving technique - no wash effects, no tone plates, line work only
+
+**Period Consistency:** All elements match 1840-1890 technical illustration standards
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Adult Masculine:**
+
+- Primary: Victorian formal frock coat (black/dark grey), high collar white shirt, cravat/bow tie
+- Secondary: Scientific expedition clothing - leather apron over vest, rolled sleeves
+- Tertiary: Technical workwear - heavy wool jacket, brass-buttoned vest
+
+**Adult Feminine:**
+
+- Primary: Victorian high-necked dress with mutton sleeves, corseted bodice
+- Secondary: Modified expedition dress - practical skirt, leather accessories
+- Tertiary: Technical workshop attire - protective apron, simplified dress
+
+**Fabric Behavior:**
+
+- Heavy wools render through dense cross-hatching
+- Leather shows parallel line highlights
+- Brass/metal elements: precise geometric hatching
+
+**Accessory Cap:** Elaborate (3-4 items)
+
+- Pocket watch on chain (technical detail essential)
+- Brass instruments (compass, measuring tools)
+- Technical goggles (leather/brass construction)
+- Mechanical tools (precision rendered)
+
+**Color Palette:** Monochromatic - pure line work only, no tinting
+
+**Wardrobe Variation:** Cycle through Victorian formal, expedition, and technical workshop attire
+
+**Props (≤2):**
+
+```yaml
+victorian_technical_hero:
+  - brass_compass: "6cm diameter, precision engraved details"
+  - pocket_chronometer: "ornate case, visible mechanism"
+  - scientific_journal: "leather bound, technical diagrams"
+  - precision_caliper: "brass construction, measurement marks"
+  
+victorian_technical_micro:
+  - monocle: "wire frame, chain attached"
+  - technical_pen: "brass nib visible"
+  - small_gears: "2-3cm, precise teeth rendering"
+```
+
+**Coherence Filter:** All elements authentic to 1840-1890 scientific/technical professions
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**❌ Canvas Negatives:**
+
+- "original aspect ratio", "source dimensions", "unmodified framing"
+- "digital effects", "photographic rendering", "smooth gradients"
+- "modern steampunk fantasy", "anachronistic elements", "contemporary design"
+- "soft edges", "blurred lines", "wash effects", "tonal plates"
+
+**✅ Canvas Positives:**
+
+- "exactly 2:3 ratio", "recomposed for Victorian portrait print"
+- "pure steel engraving line work", "burin tool marks visible"
+- "precise cross-hatching 0.5-1mm spacing", "classical tonal gradation"
+- "1840-1890 technical illustration authenticity", "scholarly precision"
+
+**Vocabulary Warnings:** Avoid "ornate" (triggers unwanted decorative frames); avoid "smooth," "soft," "blended" (incompatible with engraving technique)
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**PORTRAIT RATIO COMPOSITION (2:3):**
+
+- Vertical emphasis with subject dominance ≥75%
+- Classical portrait framing - head and shoulders or three-quarter length
+- Hierarchical staging - subject foreground, instruments mid-ground, setting background
+
+**STYLE-SPECIFIC COMPOSITION:**
+
+- **Perspective:** Classical single-point or two-point perspective
+- **Grid/Symmetry:** Subtle symmetry in formal poses, technical precision in instrument rendering
+- **Figure:Ground:** 70% subject, 30% environment/negative space
+- **Density:** 60% coverage - precise line work with breathing room
+- **Lighting Logic:** Single directed light source (studio lighting convention), cast shadows rendered through cross-hatching
+- **Detail:Negative Space:** 65% detailed rendering, 35% clean paper preservation
+
+**REQUIRED ANCHORS:**
+
+- **Surface Context:** Victorian book illustration page or technical plate
+- **Frame/Band:** OMIT - no decorative borders (clean edge bleed)
+- **Production Context:** Cotton rag paper substrate, steel plate engraving, traditional intaglio printing
+- **Ratio Enforcement:** Composition specifically designed for 2:3 Victorian portrait format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary:** Allow (optional Victorian technical labels)
+
+**If Typography Included:**
+
+**Ratio-Appropriate Zones:**
+
+- Top margin: potential title placement (5% of height)
+- Bottom margin: caption/description zone (10% of height)
+- Side margins: measurement annotations possible
+
+**Copy Limits:**
+
+- ≤6 words per line
+- Maximum 3 lines of text
+- Technical labels: Latin nomenclature preferred
+
+**Period-Appropriate Typography:**
+
+- Classical Victorian serif letterforms
+- Engraved letter quality (same line technique as illustration)
+- **Font Recommendation:** "Closest Google Font: EB Garamond (85% match to Victorian book fonts). Better: Monotype Italian Old Style or Caslon"
+
+**Format-Specific Rules:**
+
+- Technical plate mode: labels integrated with illustration
+- Scientific documentation: precise measurement annotations
+- Museum print mode: minimal text, focus on image
+
+**Historical Accuracy:** Typography must match 1840-1890 engraving standards
+
+**Production Method Integration:** Text engraved using same cross-hatch technique, no separate type printing
+
+---
diff --git a/styles/sunday_comics/berkeley_breathed_satirical_whimsy.md b/styles/sunday_comics/berkeley_breathed_satirical_whimsy.md
new file mode 100644
index 0000000..4065a5e
--- /dev/null
+++ b/styles/sunday_comics/berkeley_breathed_satirical_whimsy.md
@@ -0,0 +1,382 @@
+---
+id: berkeley_breathed_satirical_whimsy
+group: Sunday Comics
+movement: 1980s Satirical Sunday Strip
+artist: Berkeley Breathed
+display_name: Berkeley Breathed — Satirical Whimsy
+style_scope: single-artist
+ratios:
+  - '1:1'
+  - '2:3'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Bloom County books hop from square merchandise pieces to 2:3 covers and 3:4
+  Sunday trims—choose whichever suits the penguin chaos.
+modes:
+  - Satirical Cover
+  - Children’s Illustration
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Berkeley Breathed stuffed penguins, politics, and airbrushed rainbows into
+  freewheeling Sunday layouts. His ink lines wobble with manic energy, yet every
+  spread can double as a kid-lit parody. We channel that anarchic whimsy with
+  new critters, headlines, and power-ballad color palettes.
+hero_image: null
+---
+
+  # Berkeley Breathed Bloom County Style - Satirical Whimsy Framework
+
+  ## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+  **Constraint precedence:** Satirical commentary over technical perfection; meta-humor authority supersedes traditional comic conventions
+   **Face-Treatment Flag:** `pen-crosshatch` with `nervous-animated` characteristics for comic strips OR `gouache-opaque` with `airbrushed-soft` for children's book style
+   **Pose Flag:** `gestural-fluid` with Chuck Jones "squash-and-stretch" exaggeration
+   **Canvas Control Flag:** `strict-reframe` for book cover compositions
+   **Material Physics Authority:** Pen and ink on Bristol board for comics, airbrushed gouache for book illustrations
+   **Cultural/Period Authenticity:** 1980s political satire methods, MTV-era visual language, Pulitzer-winning editorial cartooning standards
+   **Satirical Philosophy:** Direct mockery of real celebrities/brands, meta-humor breaking fourth wall, surreal whimsy serving political critique
+   **Technical Specifications:** Variable line weight 0.5-3mm, exaggerated expressions, wild camera angles, fake advertisement integration
+   **Chuck Jones Innovation:** "Squash-and-stretch" animation principles establishing dynamic comic aesthetics, extreme physical comedy
+   **IP Protection:** Original satirical character designs avoiding Opus/Bill the Cat iconography, distinct personality archetypes
+   **Safety Guardrails:** Age-appropriate content, modest attire, no copyrighted logos/signatures, satirical artistic standards
+
+  > **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = modest age-appropriate attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+  ------
+
+  ## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (book cover portrait format) - ignore source image dimensions completely.
+
+  **Redraw command:** "Redraw in **Berkeley Breathed's satirical whimsy technique** for **exact Bloom County collection cover format**."
+
+  **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity throughout transformation. Adapt character design to match subject while creating satirically viable personality archetype.
+
+  **IP Safeguard:** Create original satirical ensemble characters with completely distinct designs:
+
+  - **Innocent character:** Different species from penguin (puffin, duck, rabbit, seal) as emotional center
+  - **Straight man:** Everyman character avoiding exact human archetypes from Bloom County
+  - **Wild card:** Absurd element (different from Bill the Cat) for chaos injection
+  - **Color schemes:** Vary from Bloom County palette while maintaining satirical clarity
+  - **NO Opus iconography, NO Bill the Cat designs, NO Steve Dallas elements**
+
+  **Likeness (style-first):** Identity via **exaggerated expression/satirical gesture/whimsical interaction**; integrate into **political satire comic medium** emphasizing **meta-humor** and **cultural critique**.
+
+  **Face-Treatment Flag:** `pen-crosshatch` (for comic strips) OR `gouache-opaque` (for children's book covers)
+   **Pose Flag:** `gestural-fluid` with animation exaggeration
+   **Canvas Control Flag:** `strict-reframe`
+   **Style Dominance:** Breathed's satirical energy and Chuck Jones dynamics supersede realistic representation, prioritizing **political commentary** and **surreal humor**.
+   **Mode Selector:** Satirical Book Cover Collection / Children's Book Illustration
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO SELECTION:**
+
+  - **2:3** (book cover portrait - primary choice for comic collections)
+  - **3:4** (treasury alternative)
+  - **1:1** (square format for children's books)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** strict-reframe with satirical moment and character interaction priority
+  - **Spatial Allocation:** Characters 65-75%, surreal/satirical elements 15-25%, typography zones 10-15%
+  - **Background Treatment:** Meta-humor elements (fake ads, wild angles) or whimsical environments supporting satire
+  - **Format Justification:** Book cover format serves single satirical moment with maximum political/social commentary impact
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:** Chuck Jones (animation dynamics), Garry Trudeau (political satire), MTV visual culture, editorial cartooning tradition, Chris Van Allsburg (children's book airbrushing)
+
+  **Medium/Production method:**
+
+  - **Comic style:** Pen and ink on Bristol board, variable line weight, crosshatching for depth, fake advertisement collage
+  - **Children's book style:** Airbrushed gouache, lush color gradients, painterly soft edges
+
+  **Thematic purpose:** Political/social satire through innocent animal characters, surreal whimsy serving editorial commentary, meta-humor breaking fourth wall
+
+  **Hallmark motifs:**
+
+  - **Exaggerated expressions** with Chuck Jones "squash-and-stretch" principles (eyes 200% normal size during surprise)
+  - **Wild camera angles** (worm's eye, bird's eye, Dutch angles) in 60% of compositions
+  - **Meta-humor elements** (fake ads, altered photos, fourth-wall breaking) integrated 40% of time
+  - **Variable line weight** 0.5-3mm serving emotional emphasis
+  - **Innocent-amidst-insane** dynamic - naive character reacting to absurd situations
+
+  **Period framing:** American political satire 1980-1989 (Bloom County era), 1989-1995 (Outland era), children's literature 1995-present
+
+  **Tone Tag:** Satirically-whimsical with political edge
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality with Satirical Energy (Comic Style):**
+
+  - Variable weight: 0.5mm detail lines to 3mm bold outlines
+  - Nervous, energetic pen strokes with emotional authenticity
+  - Crosshatching: 15-25 lines per inch in shadow areas, directional variation for energy
+  - Chuck Jones influence: fluid, confident strokes suggesting movement
+  - Pen blooms and organic line variation preserved for authenticity
+
+  **Chuck Jones Animation Principles:**
+
+  - "Squash-and-stretch" exaggeration: 200-300% eye enlargement during surprise
+  - Extreme poses: 45-90 degree body angles during reaction shots
+  - Anticipation frames: character coiled before action
+  - Follow-through: limbs extending 150% beyond natural reach
+  - Smear frames: motion blur indicating speed
+
+  **Expression System (Satirical Commentary):**
+
+  - Eyes: Variable size based on emotion (50-200% range)
+  - Mouths: Extreme shapes (perfect circles for shock, zigzag for frustration)
+  - Body language: Full-body expressions using animation principles
+  - Eyebrows: Heavy black shapes at impossible angles
+  - Sweat drops, motion lines, impact stars for emphasis
+
+  **Meta-Humor Integration:**
+
+  - Fake advertisement space: 10-20% composition allocated
+  - Fourth-wall breaking: character awareness of being in comic
+  - Wild camera angles: 45-degree Dutch angles, extreme perspectives
+  - Collage elements: cut-out photos, altered images, mixed media
+
+  **Children's Book Style (Alternative):**
+
+  - Airbrushed gouache: Soft gradients with 5-10 value transitions
+  - Lush color depth: 60-80% saturation levels
+  - Painterly edges: Soft blending replacing hard ink lines
+  - Depth illusion: Atmospheric perspective with color temperature shifts
+
+  **Pose Anchors:**
+
+  - Head tilt: 30-60 degrees for reaction emphasis
+  - Shoulder-hip differential: 45-90 degrees for dynamic energy
+  - Weight distribution: Extreme imbalance (80/20, 90/10) for comedy
+  - Gesture economy: Exaggerated pointing, dramatic recoiling
+
+  **Canvas Adaptation Anchor:** Composition optimized for 2:3 book cover format with satirical moment showcase and political commentary integration
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **SATIRICAL CHARACTER ARCHETYPES:**
+
+  **Innocent Character (Emotional Center - like Opus):**
+
+  - **Species alternatives:** Puffin, seal, duck, rabbit, otter (NOT penguin)
+  - **Minimal clothing:** Bow tie, simple vest, single accessory maximum
+  - **Color palette:** Black and white with single accent color
+  - **Expression priority:** Wide-eyed innocence, naive wonder, gentle bewilderment
+
+  **Straight Man (Everyman - like Milo):**
+
+  - **Casual 1980s attire:** Simple t-shirt/jeans, sweater, basic clothing
+  - **Color palette:** Muted earth tones, practical colors
+  - **Accessories minimal:** Glasses optional, 0-1 items
+  - **Relatable styling:** Average kid/adult appearance
+
+  **Wild Card (Chaos Element - like Bill the Cat):**
+
+  - **Absurd design:** Deliberately ugly/chaotic, anti-aesthetic
+  - **Minimal detail:** Simple shapes, crude execution
+  - **Distinctive feature:** One memorable visual gag element
+  - **Color scheme:** Jarring combinations for comedic effect
+
+  **Satirical Human Characters:**
+
+  - **1980s period clothing:** Reflecting decade-specific fashion
+  - **Professional attire:** Suits for authority figure satire
+  - **Celebrity parody:** Generic famous person archetypes
+
+  **Props (≤2 total with satirical purpose):** Political props: newspaper, TV, campaign button, protest sign Absurd items: improbable machines, satirical products, fake advertisements Period objects: 1980s technology, cultural references
+
+  ```yaml
+  breathed_satirical_props:
+    political_commentary: [newspaper-headline, TV-news, campaign-paraphernalia, protest-elements]
+    meta_humor: [fake-advertisements, altered-photographs, fourth-wall-props, comic-awareness-items]
+    absurd_objects: [improbable-inventions, satirical-products, impossible-machines, chaos-items]
+    period_specific: [1980s-technology, Reagan-era-objects, MTV-culture-items, cold-war-references]
+    innocent_items: [simple-toys, comfort-objects, childhood-elements, sweet-naive-props]
+    exclusions:
+      - "no Bloom County specific iconography"
+      - "no Opus the Penguin designs"
+      - "no Bill the Cat elements"
+      - "no Steve Dallas characteristics"
+      - "no exact 1980s brand logos"
+  ```
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives (≥2):**
+
+  - "original aspect ratio", "source dimensions", "unmodified framing"
+  - "static composition", "realistic proportions", "conventional beauty"
+  - "Opus penguin design", "Bill the Cat iconography", "Bloom County characters"
+  - "political neutrality", "safe humor", "conventional comic layout"
+  - "minimal expression", "realistic anatomy", "photographic realism"
+  - "brand-safe design", "corporate-friendly satire", "gentle mockery"
+
+  **✅ Canvas Positives (≥2):**
+
+  - "exactly 2:3 book cover format", "recomposed for satirical collection"
+  - "Chuck Jones squash-and-stretch 200-300% exaggeration", "wild camera angles 45-90 degrees"
+  - "variable line weight 0.5-3mm with emotional emphasis", "nervous energetic pen strokes"
+  - "meta-humor integration fake ads", "fourth-wall breaking elements"
+  - "innocent-amidst-insane dynamic", "political satire commentary"
+  - "1980s cultural references", "editorial cartooning edge"
+  - "exaggerated expression full-body reactions", "animation principles applied"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC: 2:3 Book Cover Portrait**
+
+  - Vertical emphasis: Character interaction in center 65-75% of composition
+  - Satirical moment: Political/social commentary frozen in single image
+  - Meta-humor integration: Fake ads, wild angles, surreal elements
+
+  **SATIRICAL COVER COMPOSITION:**
+
+  **Upper Zone (15-20%):**
+
+  - Title typography with satirical edge
+  - Political commentary subtext
+  - Meta-humor header elements
+
+  **Central Zone (60-70%):**
+
+  - Character interaction showing satirical dynamic
+  - Chuck Jones exaggerated poses and expressions
+  - Innocent-amidst-insane character relationships
+  - Wild camera angle (Dutch tilt, extreme perspective)
+
+  **Lower Zone (10-15%):**
+
+  - Author credit
+  - Collection information
+  - Satirical tagline or fake advertisement element
+
+  **SATIRICAL ELEMENTS REQUIRED:**
+
+  - **Meta-humor:** Fake advertisement, altered photo, or fourth-wall break integrated 40% of compositions
+  - **Wild angles:** Dutch angles, worm's eye, bird's eye perspectives
+  - **Exaggeration:** Chuck Jones animation principles applied to static image
+  - **Political edge:** Visual commentary on social/political themes
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** Glossy book cover with period-appropriate printing (1980s-1990s offset)
+  - **Frame/Band:** Clean cover layout, no internal comic panels
+  - **Setting Universal:** Surreal/satirical environments supporting political commentary
+  - **Ratio Enforcement:** Composition designed specifically for 2:3 vertical book cover format
+
+  **Children's Book Alternative:**
+
+  - Painterly airbrushed backgrounds with lush color
+  - Softer character rendering with gouache technique
+  - Whimsical rather than overtly political themes
+  - Chris Van Allsburg atmospheric influence
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **Binary:** ALLOW - Essential for satirical book cover format
+
+  **Satirical Book Cover Typography:**
+
+  - **Title treatment:** Bold satirical titles with political edge
+  - **Series branding:** "Bloom County" style collection naming (create original alternative)
+  - **Tagline integration:** Satirical commentary or fake advertisement copy
+  - **Author credit:** "By [Creator Name]" with artistic authority
+
+  **Copy Limits:**
+
+  - ≤8 words for main title
+  - ≤15 words total including satirical tagline
+  - Meta-humor text (fake ads, political commentary) additional
+
+  **Font Recommendation:**
+
+  - **Comic collection titles:** Closest Google Font: "Cooper Black" or "Chunk Five" (85% match to Bloom County style)
+  - **Satirical edge:** "Impact" or "Franklin Gothic Bold" for political commentary
+  - **Children's books:** "Futura" or "Avant Garde" for whimsical titles
+  - Style: Bold, readable, with satirical or whimsical character depending on format
+
+  **Format-Specific Rules:**
+
+  - **Political satire covers:** Typography integrates with meta-humor elements
+  - **Children's book covers:** Softer, whimsical typography with airbrushed aesthetic
+  - **Fake advertisements:** Period-appropriate 1980s advertising typography
+  - **Fourth-wall breaking:** Text acknowledging comic/book format
+
+  **Cover Layout Examples:**
+
+  **Political Satire Collection:**
+
+  - **Top:** "SATIRICAL TITLE" in bold caps with political edge
+  - **Center:** Character chaos with wild angles and meta-humor
+  - **Bottom:** "The Complete Collection" / "By Creator Name"
+  - **Integrated:** Fake advertisement or political commentary tagline
+
+  **Children's Book Format:**
+
+  - **Top:** Whimsical title with airbrushed background
+  - **Center:** Gentle character moment with painterly rendering
+  - **Bottom:** Simple author credit
+  - **Overall:** Softer, Chris Van Allsburg-influenced aesthetic
+
+  **Historical Accuracy:** Typography matching 1980s-1990s satirical comic collections with Pulitzer-winning editorial cartooning influence and meta-humor integration
+
+  ------
+
+  ## Technical Production Notes
+
+  ### Breathed Signature Elements:
+
+  **Satirical Innovation:**
+
+  - Direct mockery of real celebrities/brands (Reagan, Mary Kay)
+  - Meta-humor breaking fourth wall and comic conventions
+  - Fake advertisements integrated into narrative
+  - Altered photographs and mixed media collage
+  - Real-world figures in absurd situations
+
+  **Chuck Jones Animation Influence:**
+
+  - "Squash-and-stretch" character deformation
+  - Extreme anticipation and follow-through poses
+  - Smear frames and motion blur
+  - Exaggerated facial expressions (200-300% eye size variation)
+  - Dynamic body language using full figure
+
+  **Dual Style Capability:**
+
+  - **Comic strip:** Pen/ink with crosshatching, nervous energy, political edge
+  - **Children's book:** Airbrushed gouache, lush colors, painterly softness
+
+  **Political Edge:**
+
+  - Liberal commentary during Reagan/Bush era
+  - Celebrity culture satire
+  - Consumerism critique
+  - Environmental and social issues
+  - "Innocent amidst the insane" perspective
+
+  ### Collaborative Production Method:
+
+  **Phase 1 (Comic Style):** Dynamic pen and ink foundation with Chuck Jones exaggeration **Phase 2:** Meta-humor integration (fake ads, wild angles, collage elements) **Phase 3:** Political/satirical commentary layering **Result:** Energetic, politically charged visual satire with innocent emotional center
+
+  **Phase 1 (Children's Book Style):** Airbrushed gouache foundation with soft gradients **Phase 2:** Lush color depth and painterly edges **Phase 3:** Whimsical atmosphere with gentle narrative **Result:** Chris Van Allsburg-influenced painterly illustration with emotional warmth
+
+  ------
diff --git a/styles/sunday_comics/bill_watterson_sunday_adventure.md b/styles/sunday_comics/bill_watterson_sunday_adventure.md
new file mode 100644
index 0000000..cf5c167
--- /dev/null
+++ b/styles/sunday_comics/bill_watterson_sunday_adventure.md
@@ -0,0 +1,333 @@
+---
+id: bill_watterson_sunday_adventure
+group: Sunday Comics
+movement: 1980s Imaginative Sunday Strip
+artist: Bill Watterson
+display_name: Bill Watterson — Imaginative Sunday Adventure
+style_scope: single-artist
+ratios:
+  - '16:9'
+  - '3:4'
+  - '4:3'
+ratios_status: provisional
+ratios_notes: >
+  Watterson swung from 16:9 half-page panoramas to 3:4 treasuries—pick whichever
+  frame lets the daydream breathe.
+modes:
+  - Sunday Strip Spread
+  - Treasury Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Bill Watterson splashed sable-ink brushstrokes across wide Sunday
+  horizons—dinosaur flights, snow philosophy, cardboard rockets. We protect that
+  kinetic brush energy and watercolor atmosphere while debuting brand-new kids,
+  plush confidants, and existential punchlines.
+hero_image: null
+---
+
+  # Bill Watterson Style - Pepper & Thunder Framework
+
+  ## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+  **Constraint precedence:** Emotional authenticity over commercial polish; expressive brushwork supersedes technical precision
+   **Face-Treatment Flag:** `brush-loaded-single-stroke` with `watercolor-soft` atmospheric integration
+   **Pose Flag:** `gestural-fluid` with childlike energy and philosophical depth
+   **Canvas Control Flag:** `adaptive-extend` for naturalistic environment requirements
+   **Material Physics Authority:** Sable brush #3 with India ink on Bristol board, watercolor wash backgrounds, authentic brush bloom preservation
+   **Cultural/Period Authenticity:** 1985-1995 newspaper comic strip production, hand-lettered typography, period offset printing characteristics
+   **Expressive Philosophy:** Line economy serving emotional truth, backgrounds as atmospheric mood support, philosophical depth through innocent perspective
+   **Technical Specifications:** 1.5-2mm primary strokes, 0.3-0.5mm detail lines, crowquill pen backgrounds, authentic paper-ink interaction
+   **Sunday Format Innovation:** Half-page canvas freedom establishing artistic potential of comic strip medium, experimental panel layouts
+   **IP Protection:** Original boy-and-companion character designs avoiding Calvin/Hobbes iconography, distinct costume elements, alternative color schemes
+   **Safety Guardrails:** Age-appropriate content, modest attire for child characters, no copyrighted logos/signatures
+
+  > **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = modest age-appropriate attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+  ------
+
+  ## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **16:9 ratio** (Sunday strip half-page format) - ignore source image dimensions completely.
+
+  **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity throughout transformation. Adapt character design, clothing, and styling to match subject while avoiding Calvin/Hobbes iconography.
+
+  **IP Safeguard:** Create original child-and-companion characters with completely distinct designs:
+
+  - **Gender Preservation:** Maintain subject's presented gender identity
+  - **Hair style variation** (curly brown, messy black, short cropped, long flowing - NOT Calvin's spiky blonde)
+  - **Companion species change** (spotted leopard, raccoon, fox, dog - NOT striped tiger)
+  - **Clothing patterns** (blue/orange stripes, green/yellow, solid colors - NOT red/black)
+  - **NO Calvin iconography, NO Hobbes design elements**
+
+  **Likeness (style-first):** Identity via **kinetic gesture/wide-eyed wonder/mischievous expression** adapted to subject's age and gender presentation; integrate into **expressive comic medium** emphasizing **emotional authenticity** and **philosophical depth**.
+
+  **Face-Treatment Flag:** `brush-loaded-single-stroke`
+   **Pose Flag:** `gestural-fluid`
+   **Canvas Control Flag:** `adaptive-extend`
+   **Style Dominance:** Watterson's expressive brushwork and emotional honesty supersedes technical perfection, prioritizing **childhood wonder** and **philosophical insight**.
+   **Mode Selector:** Sunday Comic Strip Cover/Treasury Collection
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO SELECTION:**
+
+  - **16:9** (Sunday strip half-page - primary choice)
+  - **3:4** (treasury collection cover alternative)
+  - **4:3** (landscape book cover variation)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** adaptive-extend with naturalistic environment integration
+  - **Spatial Allocation:** Characters 40-60%, naturalistic background 30-50%, atmospheric breathing room 20-30%, philosophical text integration 10-15%
+  - **Background Treatment:** Watercolor-style environments (woodland scenes, snowy landscapes, suburban backyards) supporting emotional atmosphere
+  - **Format Justification:** Sunday strip format serves horizontal storytelling flow with environmental context and philosophical reflection integration
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:** Charles Schulz (emotional depth), George Herriman (Sunday page experimentation), Walt Kelly (social commentary), Windsor McCay (imaginative layouts)
+
+  **Medium/Production method:** Sable brush #3 with India ink on Bristol board, crowquill pen for backgrounds, watercolor wash atmospheric effects, single confident brush strokes with natural variation
+
+  **Thematic purpose:** Childhood imagination versus adult reality exploration, philosophical musings through innocent perspective, social satire via six-year-old observations
+
+  **Hallmark motifs:**
+
+  - **1.5-2mm confident brush strokes** with natural thick-to-thin variation and authentic blooms
+  - **150% eye enlargement** beyond standard cartoon proportion with 2 o'clock white highlights
+  - **20-30 individual grass blade strokes** per clump with 8-12 tree bark texture lines per trunk
+  - **30% solid black panel coverage** for dramatic contrast with 1mm feathering edges
+  - **200-250% limb extension** during action sequences with 180-degree jaw drops for surprise
+
+  **Period framing:** American newspaper syndication 1985-1995, specifically Sunday half-page format innovations post-1992
+
+  **Tone Tag:** Whimsical-philosophical with energetic contemplation
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality with Tool Marks:**
+
+  - Sable brush #3 primary strokes: 1.5-2mm standard weight
+  - Thick-to-thin tapering: 3:1 ratio for dynamic energy
+  - Ink saturation: 75% loading for variable line density
+  - Crowquill backgrounds: 0.3-0.5mm consistent detail
+  - Authentic brush blooms: 0.5mm terminal spread
+
+  **Stroke Economy with Direction:**
+
+  - Character outlines: 8-15 confident strokes per figure
+  - Facial features: 3 eye strokes, 1 nose, 2 mouth
+  - Hair expression: 5-8 directional spikes radiating from crown
+  - Companion stripes/spots: 12-18 curved patterns, 2-4mm variation
+  - Motion lines: 6-10 parallel streaks at 30-60 degree angles
+
+  **Background Naturalism:**
+
+  - Tree detail: 8-12 bark texture lines per trunk
+  - Foliage: 20-30 individual leaf/needle strokes per cluster
+  - Snow texture: Watercolor wash with white paper showing through
+  - Grass rendering: 20-30 blade strokes per foreground clump
+
+  **Expression Mastery (Universal for All Genders):**
+
+  - Eye enlargement: 150% standard cartoon proportion
+  - Pupils: 40% of eye diameter with 2 o'clock highlights
+  - Jaw extension: 200% opening for shock/surprise
+  - Neck stretch: 150% elongation for emphasis
+  - Same expressive range regardless of character gender
+
+  **Female Character Specifications:**
+
+  - **Hair rendering:** Bob cuts (3-5 brush strokes), ponytails (2-3 strokes for tie + flowing hair), longer styles (6-10 flowing strokes with natural movement)
+  - **Face structure:** Identical proportional system to male characters - round heads, large eyes, simple nose indication
+  - **Clothing drape:** Dresses/skirts flow with 4-6 curved strokes, same fabric physics as male character clothing
+  - **Body proportions:** Same 3-heads-tall child system, no gender-based proportion differences
+  - **Emotional range:** Full expressive capacity - mischief, wonder, frustration, philosophical contemplation
+
+  **Pose Anchors:**
+
+  - Head tilt: 15-45 degrees during contemplation
+  - Action extension: 200-250% limb stretch for kinetic energy
+  - Weight distribution: 70/30 split for dynamic stances
+  - Gesture economy: Maximum 3 action lines per limb
+
+  **Atmospheric Integration:**
+
+  - Watercolor wash backgrounds: 40-60% environmental coverage
+  - Sky gradients: Natural blue-to-white transitions
+  - Weather effects: Snow/rain with directional consistency
+  - Environmental depth: 3-layer visual separation (foreground 100%, midground 60%, background 40%)
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **YOUTH TRACK (Child Character - Adapt to Subject):**
+
+  **For Female Characters (like Susie Derkins):**
+
+  - **Hair styles:** Bob cut (3-5 confident strokes), ponytail (2-3 strokes for tie + 4-6 flowing strokes), longer flowing hair (6-10 natural movement strokes)
+  - **Primary clothing:** Dresses (4-6 curved drape strokes), skirts with shirts, overalls, shorts combinations
+  - **Color palette:** Pink/purple common but also yellow, blue, green, orange - full color spectrum available
+  - **Accessories:** Hair bows (2-3 strokes), simple jewelry optional (≤1 item)
+
+  **For Male Characters (like Calvin):**
+
+  - **Hair styles:** Spiky (5-8 radiating strokes), short messy (3-5 directional strokes), bowl cut (2-4 curved strokes)
+  - **Primary clothing:** T-shirts with shorts/pants, overalls, casual wear
+  - **Color palette:** Full spectrum - reds, blues, greens, yellows
+  - **Accessories:** Baseball caps, simple props (≤1 item)
+
+  **Universal Elements (All Genders):**
+
+  - **Seasonal:** Winter coats, summer t-shirts, rain jackets - adapt to weather
+  - **Fabric:** Cotton jersey drape with 2-3 minimal wrinkle lines
+  - **Proportions:** Same 3-heads-tall child system regardless of gender
+  - **Expressive capacity:** Full emotional range - mischief, wonder, frustration, joy
+  - **Color rotation:** Cycle through varied combinations, avoid repetitive palettes
+
+  **COMPANION TRACK (Animal Friend):**
+
+  - **Primary:** Spotted/striped pattern variation (NOT orange/black tiger stripes)
+  - **Pattern:** 12-15 visible spots/stripes with 3-5mm width
+  - **Dual reality:** Stuffed toy simplicity when "inanimate", dynamic anatomy when "alive"
+  - **Color schemes:** Brown/cream spots, gray/white stripes, tan/black patterns
+
+  **Props (≤2 total):** Hero props: red wagon, cardboard box vehicle, toboggan, water balloon Micro props: toy dinosaur, comic book, baseball, stick
+
+  ```yaml
+  watterson_props:
+    adventure_gear: [wagon, sled, cardboard-box-spaceship, toboggan, bicycle]
+    imaginative_items: [water-balloon, snowball-arsenal, stick-sword, rope-swing]
+    quiet_moments: [book, comic, toy-dinosaur, stuffed-animal, baseball]
+    environmental: [tree-fort, snow-hill, backyard-elements, suburban-props]
+    exclusions:
+      - "no modern electronics"
+      - "no branded items"
+      - "no copyrighted characters"
+      - "no Calvin/Hobbes specific props"
+  ```
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives (≥2):**
+
+  - "original aspect ratio", "source dimensions", "vertical strip format"
+  - "digital vector smoothing", "perfect line art", "technical precision"
+  - "Calvin's spiky hair", "Hobbes tiger stripes", "red/black striped shirt"
+  - "photorealistic proportions", "subdued expressions", "static poses"
+  - "frames within composition", "decorative borders", "artificial presentation"
+
+  **✅ Canvas Positives (≥2):**
+
+  - "exactly 16:9 Sunday strip format", "recomposed for half-page newspaper"
+  - "authentic sable brush 1.5-2mm strokes with natural blooms", "India ink organic bleeding"
+  - "150% eye enlargement with 2 o'clock highlights", "200% jaw extension for surprise"
+  - "20-30 grass blade strokes per clump", "8-12 tree bark texture lines"
+  - "curly brown hair alternative", "spotted companion creature", "blue/orange striped pattern"
+  - "watercolor atmospheric backgrounds", "30% solid black panel coverage"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC: 16:9 Sunday Strip Landscape**
+
+  - Horizontal flow: Left-to-right reading emphasis with 3-4 staging areas
+  - Environmental context: 50-60% background naturalism
+  - Panoramic staging: Wide suburban/woodland vistas
+
+  **ILLUSTRATED COMPOSITION:**
+
+  - Perspective: Dynamic angles (15% worm's-eye, 20% bird's-eye, 65% eye-level)
+  - Figure:ground: 40:60 (characters:environment) for Sunday expansive format
+  - Density: 70% visual information, 30% breathing space
+  - Lighting: Natural outdoor ambient brightness, minimal cast shadows
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** Newsprint texture simulation, Bristol board original art surface
+  - **Frame/Band:** OMIT entirely - no decorative borders or contained panels
+  - **Environmental Depth:** Wooded landscapes, snowy hills, suburban backyards with atmospheric watercolor treatment
+  - **Ratio Enforcement:** Horizontal narrative flow optimized for 16:9 Sunday strip storytelling
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **Binary:** ALLOW - Essential for comic strip format
+
+  **Sunday Strip Typography:**
+
+  - **Title treatment:** Hand-lettered "Pepper & Thunder" or character names
+  - **Speech balloons:** 15-25% panel coverage, organic oval shapes
+  - **Sound effects:** 8-12% dramatic moments (CRASH, WHOOSH) when scene requires it.
+  - **Thought bubbles:** Cloud shapes for internal monologue
+
+  **Copy Limits:**
+
+  - ≤8 words per speech balloon
+  - ≤3 balloons per character interaction
+  - ≤2 sound effects per action sequence
+
+  **Font Recommendation:**
+
+  - Closest Google Font: "Comic Neue Bold" (85% match)
+  - Better: Hand-lettered with natural variation
+  - Style: Uppercase sans-serif, 4-6mm character height
+
+  **Format-Specific Rules:**
+
+  - Hand-lettered appearance with natural spacing variation
+  - Balloon tails: 2mm curved organic shapes
+  - Text integration supporting rather than dominating visual storytelling
+
+  **Historical Accuracy:** Typography matching 1985-1995 newspaper comic conventions with authentic hand-lettered characteristics
+
+  ------
+
+  ## Technical Production Notes
+
+  ### Watterson Signature Elements:
+
+  **Brush Technique:**
+
+  - Single confident strokes without correction
+  - Natural thick-to-thin variation (3:1 ratio)
+  - Authentic ink blooms at stroke terminals
+  - 75% ink saturation for variable density
+
+  **Environmental Mastery:**
+
+  - Individual grass blade rendering (20-30 per clump)
+  - Detailed tree bark texture (8-12 lines per trunk)
+  - Watercolor wash atmospheric effects
+  - Natural lighting with minimal shadow casting
+
+  **Expression System:**
+
+  - Eye enlargement: 150% standard proportion
+  - Pupil placement: 40% eye diameter, 2 o'clock highlights
+  - Jaw extension: 200% for surprise/shock
+  - Neck elongation: 150% for emphasis moments
+
+  **Philosophical Integration:**
+
+  - Innocent perspective revealing adult absurdity
+  - Existential observations through childhood lens
+  - Social commentary via six-year-old logic
+  - Imagination versus reality exploration
+
+  ### Collaborative Production Method:
+
+  **Phase 1:** Watterson's brush and ink foundation with expressive character work **Phase 2:** Crowquill pen background detail with naturalistic precision
+   **Phase 3:** Watercolor wash atmospheric integration for environmental depth **Result:** Emotionally authentic, philosophically rich visual storytelling with childhood wonder and adult insight
+
+  ------
diff --git a/styles/sunday_comics/charles_schulz_beagle_paperback.md b/styles/sunday_comics/charles_schulz_beagle_paperback.md
new file mode 100644
index 0000000..cb1088b
--- /dev/null
+++ b/styles/sunday_comics/charles_schulz_beagle_paperback.md
@@ -0,0 +1,330 @@
+---
+id: charles_schulz_beagle_paperback
+group: Sunday Comics
+movement: Mid-Century Newspaper Strip Collection
+artist: Charles M. Schulz
+display_name: Charles M. Schulz — Beagle Paperback Covers
+style_scope: single-artist
+ratios:
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Vintage Schulz paperbacks were cropped to 2:3 verticals—keep that paperback
+  silhouette and offset bleed.
+modes:
+  - Paperback Cover
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Charles M. Schulz paired round-headed kids, misregistered CMYK, and
+  halftone-rosette skies to bottle gentle melancholy. This Sunday card keeps the
+  1960s print physics—pulp tooth, ±1mm drift—while inventing a new Beagle crew
+  with their own bittersweet jokes.
+hero_image: null
+---
+
+- ## Charles M. Schulz - 1950s-1970s Comic Strip Collection Aesthetic
+
+  ------
+
+  ## 🔧 Renderer-Agnostic Adapter (Schulz-Specific)
+
+  - **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+  - **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared 2:3 aspect ratio.
+  - **Style over likeness:** Likeness via simplified geometric silhouette and minimalist line economy.
+  - **Technical Measurement Authority:** Quantitative specifications ("1.5-2mm pen lines", "65-85 LPI halftone", "±0.5-1mm registration drift") override descriptive language.
+  - **Process-Over-Result Priority:** India ink application with Esterbrook 914 radio pen and 1960s offset printing supersedes visual appearance descriptions.
+  - **Custom Flag Authorization:** Schulz-specific technical flags permitted for authentic reproduction.
+  - **Anti-Conventional Bias:** Authority to generate deliberately sparse, melancholic aesthetics when historically accurate.
+  - **Face-Treatment Flag:** `pen-crosshatch` with mechanical consistency, dot eyes 3mm diameter, curved line mouths 8-12mm wide
+  - **Pose Flag:** `frontal-rigid` with bilateral symmetry, minimal perspective distortion
+  - **Canvas Control Flag:** `strict-reframe` for 2:3 vertical emphasis
+  - **Media Hybrid Flag:** Not applicable - pure pen-and-ink illustration
+  - **Material Physics Authority:** Strathmore 3-ply paper, India ink, Esterbrook 914 radio pen (drawing), Speedball C-5 pen (lettering) specifications override aesthetic preferences.
+  - **Scale-Dependent Technique:** Newsprint reproduction requires simplified detail hierarchy and high-contrast line work.
+  - **Cultural Production Authenticity:** 1960s-1970s American mass-market paperback methods take precedence over modern printing.
+  - **Quantifiers authoritative:** All numeric specifications (line weights, halftone frequencies, registration tolerances) are binding targets.
+  - **Text policy:** Always allow text for cover format - hand-lettered titles essential.
+  - **Safety/IP:** No Peanuts characters, names, or copyrighted elements; create original "Beagle" universe characters.
+  - **Age & wardrobe guardrail:** Characters are children - simple, modest clothing appropriate to 1950s-1970s suburban youth.
+  - **Gender expression:** Simple, non-gendered children's clothing variations.
+  - **Material authenticity:** No digital smoothing, vector conversion, or modern gradient effects - authentic halftone dot structure required.
+  - **Period Production Authenticity:** 1960s-1970s offset printing limitations (visible dots, registration drift, ink spread) are mandatory, not optional.
+  - **Composition boundaries:** No decorative frames - cover bleeds to trim edges.
+  - **Failure Mode Flags:**
+    - Avoid: anime autopilot, digital vector smoothness, modern printing perfection, gradient shading, complex linework variation
+    - Require: mechanical line consistency, visible halftone structure, period printing artifacts, simplified geometric forms
+  - **Silent validation:** Apply Schulz technique checklist (round heads, zigzag stripes, minimalist features, flat composition, hand-lettered text); regenerate silently if fail.
+
+  ------
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** - ignore source image dimensions completely.
+
+  Redraw as vintage 1950s-1970s **Beagle** book cover for **mass-market paperback publication format**.
+
+  Identity via simplified geometric silhouette and gestural line economy.
+
+  **IP Safeguard Declaration:** Original character designs avoiding copyrighted Peanuts iconography - create distinct round-headed children and anthropomorphic dog characters with unique visual identities separate from Charlie Brown, Snoopy, Lucy, Linus, and all Peanuts characters.
+
+  **Face-Treatment Flag:** `pen-crosshatch` with clean 1-2mm ink lines
+   **Pose Flag:** `frontal-rigid` with minimal perspective distortion
+   **Canvas Control Flag:** `strict-reframe`
+   **Style Dominance:** Period-authentic offset printing aesthetics override modern digital clarity
+
+  **Mode Selector:** Cover mode - vintage paperback book design
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO:** `2:3` (standard paperback/poster format)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** recompose-entirely for vertical cover emphasis
+  - **Spatial Allocation:** Central character placement with 70% figure dominance
+  - **Background Treatment:** Solid color fields (60-80% coverage) with minimal environmental detail
+  - **Format Justification:** 2:3 ratio maximizes shelf visibility and vintage paperback authenticity
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:** Charles M. Schulz minimalist newspaper comic aesthetic, 1950s-1970s offset printing limitations, Federal School of Applied Cartooning correspondence course techniques
+
+  **Medium/Production Method:**
+
+  - India ink on Strathmore 3-ply paper
+  - Esterbrook 914 radio pen (2mm nib) for character lines
+  - Speedball C-5 pen for hand lettering
+  - 4-color offset printing process (CMYK) with period-typical registration drift ±0.5-1mm
+
+  **Thematic Purpose:** Childhood anxiety, unrequited affection, gentle melancholy through simplified visual language
+
+  **Hallmark Motifs with Specifications:**
+
+  1. **Round-headed children** - head-to-body ratio 1:1.5, perfectly circular craniums
+  2. **Zigzag shirt pattern** - 6-8 horizontal stripes, 15-20° angle variation
+  3. **Minimalist facial features** - dot eyes 3mm diameter, curved line mouth 8-12mm wide
+  4. **Two-legged anthropomorphic dog** - upright posture, floppy ears 40% head height
+  5. **Speech balloon simplicity** - single-weight 1.5mm outline, minimal tail decoration
+
+  **Period Framing:** 1950s-1970s American comic strip golden age, post-war suburban childhood
+
+  **Tone Tag:** Gentle, melancholic, philosophically innocent
+
+  **Production Era Authenticity:** 1960s-1970s mass-market paperback printing - halftone dots visible at 65-85 LPI, slight color registration misalignment, uncoated or lightly coated paper stock
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality Specifications:**
+
+  - Primary character outlines: consistent 1.5-2mm India ink lines
+  - Esterbrook 914 radio pen weight throughout
+  - No line variation or tapering - mechanical consistency
+  - Clean corners without hand-tremor artifacts
+  - Background elements: simplified 1mm holding lines
+
+  **Printing Method Physics:**
+
+  - 65-85 LPI halftone screen for solid colors
+  - ±0.5-1mm CMYK registration drift (authentic to 1960s offset)
+  - Dot gain 15-20% on uncoated stock
+  - Ink bleed 0.3-0.5mm on character edges
+  - Visible rosette pattern in solid color areas
+
+  **Color Mixing Limitations:**
+
+  - 4-color process only (C, M, Y, K)
+  - No spot colors or metallics
+  - Flat color fills - no gradients
+  - Limited palette: primary + secondary colors
+  - Paper white as highlight (no overprinting whites)
+
+  **Typographic Treatment:**
+
+  - Hand-lettered title: Speedball C-5 pen characteristics
+  - Letterforms 18-24mm height for primary title
+  - Slight irregularity in baseline (±2mm variation)
+  - Period-appropriate sans-serif for secondary text
+  - No digital fonts - authentic hand-drawn appearance
+
+  **Paper Stock Physics:**
+
+  - Uncoated pulp paper absorbency
+  - Slight yellowing/aging appropriate to era
+  - Visible paper texture (20-40 lb stock)
+  - Edge wear and corner rounding permitted
+
+  **Pose Anchor:**
+
+  - Head tilt: 0-15° maximum
+  - Shoulder-hip alignment: parallel (no contrapposto)
+  - Weight distribution: 50/50 symmetrical stance
+  - Gesture economy: minimal hand positions, simplified digit count
+
+  **Scale Hierarchy:**
+
+  - Character proportions maintained at 1:1.5 head-to-body
+  - Background elements 30-40% character scale
+  - Typography 20-25% cover height for primary title
+
+  **Material Authenticity:**
+
+  - Authentic India ink surface with 0.1mm relief
+  - Strathmore 3-ply paper tooth visible in white areas
+  - No digital smoothing or vector conversion
+  - Period halftone simulation with authentic dot structure
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **Wardrobe Tracks:**
+
+  - **Youth (generic):** Simple solid-color t-shirts, zigzag stripe patterns, plain shorts/skirts
+  - **Fabric behavior:** Cotton flatness, no draping complexity, simplified fold structure
+
+  **Accessory Caps:** Minimalist (0-2 items maximum)
+
+  - Baseball caps with single-panel construction
+  - Simple pet collars
+  - Blanket accessories (security blanket character element)
+
+  **Color Palette Restrictions:**
+
+  - Primary colors: pure red, yellow, blue
+  - Secondary: orange, green, purple
+  - Black outlines universal
+  - Limited earth tones for backgrounds
+
+  **Wardrobe Variation Required:** Cycle through: red shirts, yellow dresses, striped patterns, solid colors - avoid identical repetition across multiple covers
+
+  **Props (YAML Pool):**
+
+  ```yaml
+  beagle_props:
+    hero_props:
+      - baseball_glove: "oversized mitt, simplified stitching"
+      - doghouse: "simple A-frame, single panel door"
+      - toy_piano: "miniature grand, 8-key visible"
+      - football: "classic leather laces, oval simplified"
+      - kite: "diamond shape, tangled string optional"
+    
+    micro_props:
+      - security_blanket: "draped cloth, minimal folds"
+      - dog_dish: "simple bowl, name lettering"
+      - psychiatric_booth: "lemonade stand style"
+  ```
+
+  **Coherence Filter:** All elements support 1950s-1970s suburban American childhood aesthetic
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives:**
+
+  - "original aspect ratio"
+  - "source dimensions"
+  - "photorealistic rendering"
+  - "gradient shading"
+  - "digital vector smoothness"
+  - "modern offset printing quality"
+  - "perfect color registration"
+  - "Peanuts characters"
+  - "Charlie Brown"
+  - "Snoopy"
+  - "Lucy van Pelt"
+
+  **✅ Canvas Positives:**
+
+  - "exactly 2:3 ratio"
+  - "recomposed for paperback cover"
+  - "1960s offset printing characteristics"
+  - "visible halftone dot structure"
+  - "±1mm registration drift"
+  - "period-authentic color separation"
+  - "hand-lettered typography"
+  - "original Beagle characters"
+  - "round-headed children"
+  - "anthropomorphic dog"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC COMPOSITION (2:3 Portrait):**
+
+  - Vertical emphasis with 70% figure dominance
+  - Character placement: center-weighted with 15% margin top/bottom
+  - Typography hierarchy: upper 25% of canvas
+
+  **STYLE-SPECIFIC COMPOSITION:**
+
+  - Perspective: flat frontal presentation, minimal depth cues
+  - Grid/symmetry: bilateral symmetry for character placement
+  - Figure:ground: 70% character, 30% background/negative space
+  - Density: sparse, 40% white space economy
+  - Lighting: flat ambient, no cast shadows
+  - Detail hierarchy: foreground sharp, background minimal
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** Offset-printed paperback cover on uncoated stock
+  - **Frame/Band Anchor:** None - composition bleeds to trim
+  - **Production Context:** 1960s-1970s commercial book printing with period-typical imperfections
+  - **Ratio Enforcement:** Vertical composition designed specifically for 2:3 format
+
+  **Background Treatment Options:**
+
+  - Solid color fields (single halftone color)
+  - Simple two-tone gradation (overlapping screens)
+  - Minimal landscape elements (grass line, sky division)
+  - 60-80% single-color dominance
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **BINARY:** Allow text (essential for cover format)
+
+  **RATIO-APPROPRIATE ZONES:**
+
+  - Primary title: upper 20-25% of canvas
+  - Publisher mark: small corner placement (2-3% scale)
+
+  **Typography Specifications:**
+
+  - **Primary Title:** Hand-lettered with Speedball C-5 pen characteristics
+    - Letter height: 18-24mm
+    - Weight: 3-4mm stroke width
+    - Spacing: irregular, ±2mm baseline variation
+    - Color: solid red, yellow, or black
+  - **Secondary Text:** Period sans-serif or hand-lettered
+    - "A NEW BEAGLE BOOK" - 8-12mm height
+    - "by [Author Name]" - 6-10mm height
+  - **Publisher Attribution:** 4-6mm height, bottom margin
+
+  **Copy Limits:**
+
+  - Primary title: ≤4 words
+  - Secondary line: ≤6 words
+  - Author credit: standard format
+
+  **Font Recommendation:**
+
+  - Closest Google Font: **Cooper Black** (rounded bold display, 80% match)
+  - Better period match: hand-lettered signage style
+  - Note: Authentic Schulz used hand-lettering with Speedball C-5
+
+  **Historical Accuracy:** Typography must reflect 1960s-1970s commercial book design with hand-lettered warmth and period printing limitations
+
+  **Production Method Integration:**
+
+  - Text rendered with same halftone dot structure as illustrations
+  - Slight ink spread (0.3-0.5mm) on letterforms
+  - Registration drift may affect multi-color text
+
+  ------
diff --git a/styles/sunday_comics/gary_larson_far_side_single.md b/styles/sunday_comics/gary_larson_far_side_single.md
new file mode 100644
index 0000000..7df07f5
--- /dev/null
+++ b/styles/sunday_comics/gary_larson_far_side_single.md
@@ -0,0 +1,376 @@
+---
+id: gary_larson_far_side_single
+group: Sunday Comics
+movement: 1980s Single-Panel Surrealism
+artist: Gary Larson
+display_name: Gary Larson — The Far Side Panels
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '4:3'
+  - '16:9'
+ratios_status: provisional
+ratios_notes: >
+  Far Side gags ran in tall newspaper slots, square calendars, and widescreen
+  treasuries—pick 2:3, 4:3, or 16:9 so the punchline lands.
+modes:
+  - Single Panel Comic
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Gary Larson doodled science-class oddities with Rapidographs and deadpan
+  captions—cows with graduate degrees, insects in group therapy. We keep the
+  scratchy ink, tone boards, and absurd logic while serving up brand-new panels
+  of zoological disaster.
+hero_image: null
+---
+
+  # Gary Larson Single-Panel Comic Framework Integration
+
+  ## 🔧 Renderer-Agnostic Adapter
+
+  - **Constraint precedence:** Sections 1→8 are hard constraints; earlier overrides later
+  - **Canvas Override Mandate:** Always ignore source dimensions; compose for declared target aspect ratio
+  - **Style over likeness:** Absurdist humor via animal anthropomorphization and scientific precision
+  - **Technical Measurement Authority:** Quantitative specifications override descriptive language
+  - **Process-Over-Result Priority:** How materials are applied supersedes visual appearance descriptions
+  - **Custom Flag Authorization:** Larson-specific flags permitted when standard options fail authenticity
+  - **Anti-Conventional Bias:** Authority to generate deliberately uncomfortable scientific humor
+
+  **Face-Treatment Flags:**
+
+  - `pen-crosshatch` - Primary technique for shading and texture
+  - `brush-wash` - Watercolor applications for Sunday editions
+  - `ink-contour-precise` - Clean line work with technical pen
+  - `nervous-animated` - Characteristic wobbly line quality in character expressions
+
+  **Pose Flags:**
+
+  - `candid-motion` - Characters caught mid-action
+  - `psychological-tension` - Uncomfortable social situations
+  - `gestural-fluid` - Loose, expressive body language
+  - `absurdist-stance` - Physically impossible or exaggerated positions
+
+  **Canvas Control Flags:**
+
+  - `strict-reframe` - Daily newspaper panel format
+  - `adaptive-extend` - Sunday expanded format with decorative borders
+
+  **Material Physics Authority:** India ink on Bristol board specifications override aesthetic preferences **Quantifiers authoritative:** Numeric anchors are targets **Text policy:** Caption text essential to humor delivery **Safety/IP:** No copyrighted characters; original animal scenarios **Age & wardrobe guardrail:** Modest clothing appropriate to absurdist scenarios **Material authenticity:** Hand-drawn ink work with visible pen strokes, no digital smoothing **Composition boundaries:** Single black border frame; optional decorative Sunday border **Failure Mode Flags:** Avoid overly polished digital rendering, maintain hand-drawn imperfection
+
+  ------
+
+  ## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **4:3 ratio** (daily panel) or **16:9 ratio** (Sunday strip) - ignore source image dimensions completely.
+
+  Redraw in **Larson single-panel absurdist comic style** for **newspaper syndication format 1980-1995**.
+
+  Identity via:
+
+  - Anthropomorphized animals in mundane human situations
+  - Scientific accuracy with absurdist twist
+  - Nervous, slightly shaky line quality
+  - Deadpan humor delivery
+
+  **IP Safeguard Declaration:** Create original scenarios avoiding copyrighted elements. Use faux title "**The Peculiar Perspective**" or "**Beyond the Fence**" or "**The Absurd Observer**" instead of "The Far Side"
+
+  **Face-Treatment Flag:** `pen-crosshatch` with `ink-contour-precise` **Pose Flag:** `candid-motion` with `psychological-tension` **Canvas Control Flag:** `strict-reframe` for daily, `adaptive-extend` for Sunday **Style Dominance:** Scientific absurdism supersedes conventional comic aesthetics **Mode Selector:** Single-panel newspaper comic
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO SELECTION:**
+
+  - **Daily Format:** `4:3` (horizontal newspaper panel)
+  - **Sunday Format:** `16:9` (expanded horizontal with decorative border option)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** Recompose-entirely for declared ratio
+  - **Spatial Allocation:** Central focus with environmental context
+  - **Background Treatment:** Simple watercolor washes or crosshatch texture
+  - **Format Justification:** Newspaper column width optimization
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:**
+
+  - Scientific illustration meets vaudeville humor
+  - 1950s-60s magazine cartoon tradition
+  - Natural history documentation aesthetic
+  - Existential anxiety rendered absurd
+
+  **Medium/Production Method:**
+
+  - India ink technical pen (0.3mm-0.5mm nib width) on 2-ply Bristol board
+  - Pen-and-ink crosshatching for texture and depth
+  - Watercolor washes for Sunday color editions
+  - White correction fluid for highlights and corrections
+
+  **Thematic Purpose:** Extract comedy from tragedy through animal perspective on human absurdity
+
+  **Hallmark Motifs (quantified):**
+
+  1. **Anthropomorphic animals** - 70% of panels feature animals in human scenarios
+  2. **Scientific terminology** - Precise biological/geological vocabulary integration
+  3. **Desert/prehistoric settings** - 40% feature arid landscapes or dinosaur eras
+  4. **Existential scenarios** - Death, predation, cosmic insignificance as punchlines
+  5. **Caption-dependent humor** - 90% require text for comedic completion
+
+  **Period Framing:** American newspaper syndication 1980-1995, transitioning to digital tablet 2020+
+
+  **Tone Tag:** Darkly absurdist, scientifically literate, generationally cynical
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality:**
+
+  - **Primary tool:** Technical pen 0.3mm-0.5mm producing consistent 1-point line weight
+  - **Nervous quality:** Intentional slight wavering in longer lines (2-3mm deviation per 10cm)
+  - **Crosshatch density:** 1-2mm spacing for mid-tones, 0.5-1mm for shadows
+  - **Contour precision:** Clean outer edges with minimal correction marks visible
+
+  **Color Application (Sunday editions):**
+
+  - **Watercolor transparency:** 20-40% opacity for background washes
+  - **Limited palette:** Earth tones (ochre, sienna, sage) + primary spot colors
+  - **Wet-on-dry technique:** No color bleeding, distinct edges between washes
+  - **White paper retention:** 30-40% of panel remains unpainted
+
+  **Texture Methods:**
+
+  - **Stippling density:** 8-12 dots per square centimeter for skin textures
+  - **Parallel hatching:** 45-degree angle, 1-2mm line spacing
+  - **Cross-hatching:** Secondary layer at 90-degree offset for deepest shadows
+  - **Brush texture:** Visible individual bristle marks in watercolor areas
+
+  **Pose Anchors:**
+
+  - **Animal anatomy accuracy:** Skeletal structure correct beneath anthropomorphic clothing
+  - **Human gesture mapping:** Recognizable human body language translated to animal proportions
+  - **Expression economy:** 3-5 facial features convey complex psychological states
+  - **Physical comedy:** Exaggerated proportions up to 150% for comedic effect
+
+  **Scale Hierarchy:**
+
+  - **Figure dominance:** Characters occupy 40-60% of panel space
+  - **Environmental detail:** Background elements 20-30% smaller than foreground
+  - **Text integration:** Caption box 15-20% of total panel height
+
+  **Material Authenticity:**
+
+  - Visible pen pressure variation in line weight
+  - Watercolor paper texture evident in unpainted areas
+  - India ink matte finish, no digital sheen
+  - Hand-lettered caption text with slight irregularity
+
+  **Period Consistency:**
+
+  - 1980s-90s newspaper reproduction limitations
+  - Halftone dot pattern in color separations
+  - Registration drift ±0.5mm in color alignment
+  - Newsprint paper absorption creating soft edges
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **Wardrobe Tracks:**
+
+  - **Animal-as-human:** Business casual, scientific lab coats, generic contemporary clothing
+  - **Human characters:** 1950s-80s American suburban/rural aesthetic
+  - **Period accuracy:** Avoid contemporary fashion post-1995
+
+  **Fabric Behavior:**
+
+  - **Cartoon simplification:** Minimal folds, 2-3 lines suggest draping
+  - **Pattern economy:** Stripes, polka dots, simple geometric patterns only
+  - **Color limitation:** Solid colors or simple two-tone combinations
+
+  **Accessory Caps:**
+
+  - **Minimalist:** 1-2 props maximum per panel
+  - **Scientific equipment:** Beakers, microscopes, field guides rendered accurately
+  - **Everyday objects:** Telephones, chairs, simple household items
+
+  **Color Palette:**
+
+  - **Earth tones dominant:** Browns, tans, muted greens
+  - **Accent colors:** Limited bright spots for focal points
+  - **Historical dye limitations:** Colors achievable with 1980s newspaper printing
+
+  **Wardrobe Variation:**
+
+  - Cycle through period-appropriate casual/professional mix
+  - Avoid identical costumes between iterations
+
+  **Props (YAML pool):**
+
+  ```yaml
+  scientific_equipment:
+    - microscope
+    - beaker
+    - field_notebook
+    - specimen_jar
+  household_items:
+    - rotary_telephone
+    - simple_chair
+    - basic_table
+    - window_frame
+  nature_elements:
+    - cactus
+    - rock_formation
+    - simple_tree
+    - grass_tuft
+  ```
+
+  **Coherence Filter:** All elements support absurdist scientific scenarios; fallback = minimal environment
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives (≥2):**
+
+  - "original aspect ratio"
+  - "source dimensions"
+  - "digital smoothing"
+  - "gradient shading"
+  - "photorealistic rendering"
+  - "complex background detail"
+  - "ornate decoration"
+  - "conventional beauty"
+
+  **✅ Canvas Positives (≥2):**
+
+  - "exactly 4:3 daily panel ratio"
+  - "pen-and-ink crosshatch texture"
+  - "watercolor wash transparency 20-40%"
+  - "nervous line quality with 2-3mm natural wavering"
+  - "scientific terminology accuracy"
+  - "absurdist animal anthropomorphization"
+  - "newsprint reproduction limitations"
+  - "1980s newspaper printing halftone dots"
+
+  **Vocabulary Warnings:**
+
+  - Avoid "beautiful," "harmonious," "elegant"
+  - Avoid "detailed background" or "intricate pattern"
+  - Avoid "smooth gradient" or "digital polish"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC COMPOSITION (4:3 daily):**
+
+  - Horizontal emphasis with central focal point
+  - Character(s) occupy 40-60% of frame
+  - Simple environmental context 30-40%
+  - Negative space 10-20% for visual breathing room
+
+  **STYLE-SPECIFIC COMPOSITION:**
+
+  - **Perspective regime:** Minimal perspective, near-flat staging
+  - **Grid/symmetry:** Informal balance, slight asymmetry preferred
+  - **Figure:ground %:** 60:40 character to environment
+  - **Density %:** 50-60% panel coverage, intentional emptiness
+  - **Lighting logic:** Simple top-down illumination, minimal shadows
+  - **Detail hierarchy:** Sharp focus on characters, simplified background
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** White Bristol board texture with visible tooth
+  - **Frame/Band:** Single black border 2-3mm width; Sunday editions may include decorative rope/branch border
+  - **Production Context:** Newspaper newsprint with halftone reproduction
+  - **Ratio Enforcement:** Composition designed for declared newspaper column format
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **Binary:** ALLOW (essential to humor delivery)
+
+  **Caption Requirements:**
+
+  - **Zone placement:** Bottom 15-20% of panel in rectangular box
+  - **Copy limits:** ≤25 words per caption, single sentence preferred
+  - **Hand-lettered aesthetic:** Slight irregularity in letter spacing and baseline
+  - **Font recommendation:**
+    - Closest: "Special Elite" (typewriter analog, 75% match)
+    - Better inspiration: Hand-lettered caption style with ruler-guided baselines
+
+  **Format-Specific Rules:**
+
+  - **Daily format:** Single caption below image or speech balloon integration
+  - **Sunday format:** May include title header "The Peculiar Perspective" with decorative border
+  - **Text emphasis:** Deadpan delivery, scientific vocabulary, setup-punchline structure
+
+  **Historical Accuracy:**
+
+  - Hand-lettered text with visible guideline marks
+  - Consistent but imperfect letter heights
+  - Caption box borders hand-drawn with technical pen
+
+  **Production Method:**
+
+  - India ink lettering on same Bristol board as illustration
+  - White correction fluid for text errors creating visible texture
+  - Newsprint reproduction softening text edges slightly
+
+  ------
+
+  ## 🎨 Gary Larson Technical Template
+
+  ### Daily Panel Format (4:3)
+
+  ```
+  Canvas: 4:3 ratio, strict-reframe
+  Face Treatment: pen-crosshatch + ink-contour-precise
+  Pose: candid-motion + psychological-tension
+  Background: Simple watercolor wash or crosshatch
+  Border: 2-3mm black frame
+  Caption: Bottom 15-20%, hand-lettered style
+  ```
+
+  ### Sunday Expanded Format (16:9)
+
+  ```
+  Canvas: 16:9 ratio, adaptive-extend
+  Face Treatment: pen-crosshatch + brush-wash color
+  Pose: candid-motion + absurdist-stance
+  Background: Expanded watercolor environment
+  Border: Decorative rope/branch frame option
+  Title: "The Peculiar Perspective" header
+  Caption: Enhanced lettering with color accents
+  ```
+
+  ### Material Specifications
+
+  ```
+  Paper: 2-ply Bristol board, medium texture
+  Ink: India ink, matte black
+  Pen: Technical pen 0.3-0.5mm nib
+  Paint: Transparent watercolor, 20-40% opacity
+  Line: 1-point weight with 2-3mm natural wavering
+  Texture: Crosshatch 1-2mm spacing, stippling 8-12 dots/cm²
+  ```
+
+  ### Thematic Anchors
+
+  ```
+  - Anthropomorphic animals in human scenarios (70% frequency)
+  - Scientific terminology precision
+  - Desert/prehistoric settings (40% frequency)
+  - Existential humor through caption-image juxtaposition
+  - Deadpan delivery of absurdist situations
+  ```
+
+  ---
+
+  
diff --git a/styles/sunday_comics/jim_davis_garfield_treasury.md b/styles/sunday_comics/jim_davis_garfield_treasury.md
new file mode 100644
index 0000000..b05fd09
--- /dev/null
+++ b/styles/sunday_comics/jim_davis_garfield_treasury.md
@@ -0,0 +1,362 @@
+---
+id: jim_davis_garfield_treasury
+group: Sunday Comics
+movement: 1980s Syndicated Humor Strip
+artist: Jim Davis
+display_name: Jim Davis — Garfield Treasury Collection
+style_scope: single-artist
+ratios:
+  - '2:3'
+  - '3:4'
+  - '4:5'
+ratios_status: provisional
+ratios_notes: >
+  Garfield collections bounce between 2:3 trade trims, 3:4 anthologies, and 4:5
+  treasuries—stick with those merch-friendly rectangles.
+modes:
+  - Book Cover
+  - Humor Poster
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Jim Davis engineered flat-color sarcasm for mass printing—thick outlines,
+  snappy faces, and lasagna gags readable from a bus stop. We keep the
+  licensing-safe geometry while crafting fresh felines, owners, and Monday-proof
+  set pieces.
+hero_image: null
+---
+
+  # Jim Davis Garfield Style - Universal Humor Framework
+
+  ## 🔧 Artist-Specific Renderer-Agnostic Adapter
+
+  **Constraint precedence:** Commercial clarity over artistic complexity; universal appeal supersedes niche references
+   **Face-Treatment Flag:** `clean-bold-outline` with `expressive-simple` characteristics
+   **Pose Flag:** `domestic-relatable` with minimal movement and maximum expression
+   **Canvas Control Flag:** `strict-reframe` for character showcase priority
+   **Material Physics Authority:** Clean ink lines on Bristol board, flat color application, commercial reproduction optimization
+   **Cultural/Period Authenticity:** 1978-present newspaper comic strip production, merchandising-optimized design, universal appeal methodology
+   **Commercial Philosophy:** Apolitical humor, timeless domestic situations, "human in a cat suit" relatability
+   **Technical Specifications:** 2-3mm consistent outline weight, minimal crosshatching, flat color zones, expression-focused design
+   **Universal Appeal Innovation:** Market-tested character archetypes, conflict-based humor formula, global merchandising potential
+   **IP Protection:** Original lazy pet character designs avoiding Garfield iconography, distinct personality combinations
+   **Safety Guardrails:** Age-appropriate content, modest attire, no copyrighted logos/signatures, universal family-friendly humor
+
+  > **Renderer-Agnostic Adapter:** Sections 1→8 are hard constraints; canvas override mandatory; style over likeness; quantifiers are authoritative; text only if Section 8 allows; no nudity/gore/logos/watermarks; minors = modest age-appropriate attire; honor presented gender; run validation checklist silently and regenerate on fail.
+
+  ------
+
+  ## 📋 Framework Sections
+## 1) Core Instruction & Likeness Mandate
+
+  **CANVAS OVERRIDE:** Recompose to exactly **2:3 ratio** (book cover portrait format) - ignore source image dimensions completely.
+
+  **Redraw command:** "Redraw in **Jim Davis's clean commercial line technique** for **exact Garfield book collection cover format**."
+
+  **Gender Preservation Mandate:** MAINTAIN the subject's presented gender identity throughout transformation. Adapt character design to match subject while creating commercially viable personality archetype.
+
+  **IP Safeguard:** Create original pet-and-owner characters with completely distinct designs:
+
+  - **Pet variations:** Lazy dog, cynical rabbit, apathetic hamster, sardonic parrot (NOT orange cat)
+  - **Owner personality:** Perpetual optimist, struggling professional, hopeless romantic (maintain relatability)
+  - **Color schemes:** Blue/gray, brown/tan, green/cream, purple/white (NOT orange/black)
+  - **NO Garfield iconography, NO Jon/Odie design elements**
+
+  **Likeness (style-first):** Identity via **simple expressive face/relatable pose/universal gesture**; integrate into **commercial comic medium** emphasizing **clarity** and **mass appeal**.
+
+  **Face-Treatment Flag:** `clean-bold-outline`
+   **Pose Flag:** `domestic-relatable`
+   **Canvas Control Flag:** `strict-reframe`
+   **Style Dominance:** Davis's commercial clarity and universal appeal supersedes artistic experimentation, prioritizing **readability** and **merchandising potential**.
+   **Mode Selector:** Newspaper Comic Strip / Book Collection Cover
+
+  ------
+## 2) Canvas Strategy & Aspect Ratio Control
+
+  **MANDATORY RATIO SELECTION:**
+
+  - **2:3** (book cover portrait - primary choice)
+  - **3:4** (treasury collection alternative)
+  - **4:5** (modern poster variation)
+
+  **CANVAS RECOMPOSITION STRATEGY:**
+
+  - **Reframing Method:** strict-reframe with single iconic character moment priority
+  - **Spatial Allocation:** Characters 65-75%, simple domestic setting 15-25%, typography zones 10-15%, negative space for title placement
+  - **Background Treatment:** Minimal environmental detail supporting character showcase and visual gag
+  - **Format Justification:** Book cover format serves single iconic character moment with maximum personality expression and merchandising appeal
+
+  ------
+## 3) Style Context & Material Authenticity
+
+  **Influences:** Charles Schulz (character warmth), Walt Disney (appealing design), advertising illustration (commercial clarity), theatrical staging (setup-punchline structure)
+
+  **Medium/Production method:** Clean ink lines on Bristol board, flat color application for reproduction, minimal shading, commercial printing optimization
+
+  **Thematic purpose:** Universal domestic humor through lazy pet archetype, apolitical relatability, timeless creature comfort situations
+
+  **Hallmark motifs:**
+
+  - **2-3mm consistent bold outline** with clean corners and smooth curves
+  - **Large expressive eyes** (50% of head height) with half-lidded cynical expression for main character
+  - **Single iconic pose** capturing complete personality (lounging, eating, sleeping, smirking)
+  - **Flat color application** with 3-5 color maximum per composition for reproduction clarity
+  - **Expression-driven personality** conveyed through single frozen moment rather than sequential action
+
+  **Period framing:** American newspaper syndication 1978-present, global merchandising empire 1981-present
+
+  **Tone Tag:** Cynically-relatable with commercial appeal
+
+  ------
+## 4) Technical Method & Mark-Making
+
+  **Line Quality with Commercial Clarity:**
+
+  - Bold outline: 2-3mm consistent weight throughout
+  - Interior details: 1mm thin lines for minimal features only
+  - No crosshatching or texture rendering
+  - Clean corners with 90-degree angles where appropriate
+  - Smooth curves avoiding hand-drawn wobble
+
+  **Expression System (Universal Appeal):**
+
+  - Eyes: 50% of head height, simple oval or half-circle shapes
+  - Pupils: Dot placement for direction (looking at food, away from work, toward comfort)
+  - Mouth: Simple curve (smile, frown, smirk) with minimal tooth indication
+  - Eyebrows: Heavy black shapes for maximum emotion clarity
+  - Body language: Minimal - 80% emotion through face alone
+
+  **Character Design Anchors:**
+
+  - **Main character (lazy pet):** Round body, stubby limbs, single iconic pose capturing personality essence
+  - **Straight man (owner):** Simple human proportions, characteristic expression frozen in relatable moment
+  - **Cover composition:** Single visual moment telling complete personality story without sequential context
+
+  **Background Minimalism:**
+
+  - 5-10 simple shapes maximum per panel
+  - Flat color zones with no gradients
+  - Furniture/props reduced to essential identifying features
+  - 70% negative space allowing character focus
+
+  **Color Application:**
+
+  - 3-5 flat colors maximum per composition
+  - No shading or gradients - pure flat zones
+  - High contrast for reproduction clarity
+  - Limited palette for merchandising consistency
+
+  **Commercial Optimization Anchors:**
+
+  - Clean silhouettes readable at thumbnail size
+  - Single personality-defining pose (lounging, eating, smirking, sleeping)
+  - Merchandising-friendly character presentation
+  - Iconic moment staging (pet with food, owner frustrated, visual gag frozen in time)
+
+  ------
+## 5) Wardrobe, Props & Setting Conventions
+
+  **PET CHARACTER (Adapt to species):**
+
+  - **Minimal clothing:** None or single accessory (collar, bow, hat)
+  - **Color scheme:** Single dominant color with simple pattern option
+  - **Expression priority:** Face carries all personality, not costume
+  - **Merchandising consideration:** Design works on products without clothing variation
+
+  **HUMAN CHARACTER (Owner - Adapt to Subject):**
+
+  **For Male Characters (like Jon):**
+
+  - **Casual clothing:** Simple shirt (solid or basic pattern), plain pants
+  - **Color palette:** Muted tones (blues, greens, browns, grays)
+  - **Minimal detail:** 2-3 clothing items maximum, no complex patterns
+  - **Everyman appeal:** Relatable, non-threatening, commercially viable
+
+  **For Female Characters:**
+
+  - **Simple clothing:** Basic dress, shirt/pants combination, casual professional
+  - **Color palette:** Full spectrum but muted for universal appeal
+  - **Minimal accessories:** 1-2 items maximum (glasses, simple jewelry)
+  - **Relatable styling:** Comfortable, domestic, non-fashion-forward
+
+  **Universal Elements:**
+
+  - **Props minimal:** 1-2 items maximum (food, furniture, simple object)
+  - **Domestic focus:** Kitchen items, comfort objects, household basics
+  - **Comedy support:** Props serve joke setup, not decoration
+
+  **Props (≤2 total):** Food items: pizza, lasagna, coffee, simple meal Comfort objects: bed, chair, remote control, newspaper Simple toys: ball, basic pet toy, household item
+
+  ```yaml
+  davis_props:
+    food_items: [lasagna, pizza, coffee-cup, sandwich, simple-meal]
+    comfort_objects: [armchair, bed, blanket, pillow, couch]
+    domestic_items: [newspaper, remote-control, food-bowl, simple-furniture]
+    minimal_toys: [ball, yarn, basic-pet-toy, household-object]
+    exclusions:
+      - "no complex mechanical items"
+      - "no trendy modern objects"
+      - "no political references"
+      - "no dated technology"
+      - "no Garfield lasagna specifically"
+  ```
+
+  ------
+## 6) Safety & IP Constraints (Hard Rules)
+
+  **❌ Canvas Negatives (≥2):**
+
+  - "original aspect ratio", "source dimensions", "horizontal strip format"
+  - "multi-panel layout", "sequential panels", "3-panel structure"
+  - "complex crosshatching", "artistic shading", "textured rendering"
+  - "Garfield orange stripes", "Jon's specific features", "Odie design"
+  - "political references", "dated humor", "complex backgrounds"
+  - "gradient coloring", "realistic anatomy", "action sequence"
+  - "speech balloons", "thought bubbles", "sequential storytelling"
+
+  **✅ Canvas Positives (≥2):**
+
+  - "exactly 2:3 book cover format", "recomposed for collection cover"
+  - "2-3mm consistent bold outline", "clean commercial line work"
+  - "50% eye size proportion", "half-lidded cynical expression"
+  - "single iconic pose", "personality-defining moment", "cover composition"
+  - "flat color application maximum 5 colors", "minimal background 5-10 shapes"
+  - "lazy pet archetype", "domestic relatable situation", "universal appeal"
+  - "merchandising-friendly character showcase", "simple character design"
+  - "title typography integration", "book cover layout", "commercial book format"
+
+  ------
+## 7) Composition & Lighting Patterns
+
+  **RATIO-SPECIFIC: 2:3 Book Cover Portrait**
+
+  - Vertical emphasis: Character dominance in center 65-75% of composition
+  - Single iconic moment: Pet in personality-defining pose (lounging, eating, smirking)
+  - Title integration: Upper 15% reserved for book title typography
+
+  **COMMERCIAL COVER COMPOSITION:**
+
+  - **Character showcase:** Central placement with personality-defining pose
+  - **Single visual gag:** Complete joke in one frozen moment (pet with oversized food, owner's exasperated expression)
+  - **Background minimal:** 5-10 simple shapes, flat color zones supporting not competing
+  - **Negative space:** 25-30% for title/branding integration
+
+  **BOOK COVER REQUIREMENTS:**
+
+  **Upper Zone (15-20%):**
+
+  - Title typography area
+  - Series branding space
+  - Clean background for text readability
+
+  **Central Zone (60-70%):**
+
+  - Main character in iconic pose
+  - Personality-defining expression
+  - Visual gag or situation setup
+  - Owner character interaction (optional)
+
+  **Lower Zone (10-15%):**
+
+  - Author credit
+  - Book number/series info
+  - Supporting visual elements
+
+  **REQUIRED ANCHORS:**
+
+  - **Surface Context:** Commercial book cover printing, glossy finish optimization
+  - **Frame/Band:** Clean cover layout without internal panel divisions
+  - **Setting Universal:** Kitchen counter, living room, bed - single recognizable domestic element
+  - **Ratio Enforcement:** Vertical composition optimized for 2:3 book cover merchandising format
+
+  ------
+## 8) Typography & Text Integration (If Historically Present)
+
+  **Binary:** ALLOW - Essential for book cover format
+
+  **Book Cover Typography:**
+
+  - **Title treatment:** Bold display type in upper 15-20% of composition
+  - **Character name/series:** Clear branding integration
+  - **Book number:** "His [X]th Book" following Garfield tradition
+  - **Author credit:** "By [Creator Name]" in lower portion
+
+  **Copy Limits:**
+
+  - ≤6 words for main title
+  - ≤10 words total including subtitle
+  - Simple, punchy titles that work globally
+
+  **Font Recommendation:**
+
+  - **Title:** Closest Google Font: "Cooper Black" or "Chunk Five" (90% match to Garfield logo style)
+  - **Body text:** "Arial Bold" or "Helvetica Bold" for credits
+  - Style: Bold, rounded, friendly sans-serif with high readability
+
+  **Format-Specific Rules:**
+
+  - **Upper 15-20%:** Title zone with contrasting background
+  - **Character integration:** Typography doesn't overlap main character silhouette
+  - **Color contrast:** Text color chosen for maximum readability against background
+  - **Commercial clarity:** Typography readable at thumbnail size for online retail
+
+  **Cover Layout Examples:**
+
+  **Classic Collection Style:**
+
+  - **Top:** "[Pet Name] [Action Verb]" (e.g., "WHISKERS LOUNGES")
+  - **Center:** Character in iconic pose
+  - **Bottom:** "His 42nd Book" / "By Creator Name"
+
+  **Thematic Title Style:**
+
+  - **Top:** "[Pet Name] and the [Situation]"
+  - **Center:** Visual representation of title theme
+  - **Bottom:** Series/author information
+
+  **Historical Accuracy:** Typography matching Garfield book collection format (1980s-present) with bold commercial appeal and global merchandising standards
+
+  ------
+
+  ## Technical Production Notes
+
+  ### Davis Signature Elements:
+
+  **Character Design Philosophy:**
+
+  - "Human in a cat suit" - pet expresses universal human desires
+  - Conflict-based comedy - three character foils (cynic, optimist, fool)
+  - Expression over action - 80% humor from facial reactions
+  - Commercial appeal - every design decision merchandising-viable
+
+  **Line Work Precision:**
+
+  - 2-3mm bold outline consistency
+  - Clean corners and smooth curves
+  - No texture or crosshatching
+  - Commercial reproduction optimization
+
+  **Color Strategy:**
+
+  - 3-5 flat colors maximum
+  - No gradients or shading
+  - High contrast for small-size clarity
+  - Limited palette for brand consistency
+
+  **Universal Humor Formula:**
+
+  - Apolitical themes (eating, sleeping, comfort)
+  - Timeless situations (domestic life, pet-owner dynamics)
+  - Global relatability (no cultural-specific references)
+  - "Guilt-free indulgence" - audience permission for laziness
+
+  ### Collaborative Production Method:
+
+  **Phase 1:** Clean ink outlines with commercial clarity priority **Phase 2:** Flat color application with reproduction optimization **Phase 3:** Minimal background staging supporting universal situations **Result:** Commercially viable, universally relatable visual humor with global merchandising potential
+
+  ------
diff --git a/styles/surrealism/frida_kahlo_exvoto_surrealism.md b/styles/surrealism/frida_kahlo_exvoto_surrealism.md
new file mode 100644
index 0000000..86625da
--- /dev/null
+++ b/styles/surrealism/frida_kahlo_exvoto_surrealism.md
@@ -0,0 +1,358 @@
+---
+id: frida_kahlo_exvoto_surrealism
+group: "Surrealism"
+movement: "Mexican Ex-Voto Surrealism"
+artist: "Frida Kahlo"
+display_name: "Frida Kahlo — Ex-Voto Surreal Testimony"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["4:5", "3:4", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "Self-portraits lived on 4:5 easels, narrative retablos on 3:4 panels, and small altar pieces take perfect squares."
+modes: ["Tehuana Self-Portrait", "Medical Ex-Voto", "Altar Retablo"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: "Default to single frontal sitter; add one companion or symbolic double only when narrative requires."
+  identity_priority: ["facial-honesty", "cultural-attire", "symbolic-props"]
+about: >
+  Kahlo’s ex-voto paintings confront pain, identity, and politics with folk-art clarity. This card recreates her 1938–1954 practice:
+  Tehuana dress, medical corsets, retablo inscriptions, and confrontational gazes set against Mexican landscapes.
+---
+
+# Frida Kahlo
+
+**Version:** 4.2 (Kahlo Specialized) **Artist Period:** 1929-1954 (Peak Period: 1938-1954) **Primary Technique:** Intensely Personal Surrealism via Ex-Voto Tradition and Mexican Folk Art
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via raw emotional honesty and symbolic self-revelation; intensely honest rather than flattering.
+- **Technical Measurement Authority:** Quantitative specifications ("small-scale format 30x40cm max", "unibrow width 15-20mm", "pain symbol density 60-70%") override descriptive language.
+- **Process-Over-Result Priority:** Ex-voto narrative structure (personal trauma→symbolic representation→spiritual/defiant resolution) supersede visual appearance descriptions.
+- **Custom Flag Authorization:** Kahlo-specific trauma processing transformations permitted when standard surrealist options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate psychologically disturbing or physically explicit imagery when historically accurate to personal pain documentation.
+
+### **Kahlo-Specific Face-Treatment Flags (choose one):**
+
+- `unflinching-self-examination`: Direct, confrontational gaze with unidealized features, honest documentation without flattery (for self-portraits)
+- `masculine-subject-dignity`: Period-appropriate masculine features with respectful portraiture (for male subjects like father, Diego Rivera)
+- `ex-voto-folk-precision`: Small-scale detailed portraiture following Mexican folk art conventions with narrative clarity over beauty
+- `psychological-revelation-honest`: Facial expression revealing internal emotional state without glamorization or concealment
+- `cultural-identity-authentic`: Features appropriate to subject's actual cultural identity and gender presentation
+
+### **Kahlo-Specific Pose Flags (choose one):**
+
+- `confrontational-direct-engagement`: Frontal positioning with direct eye contact challenging viewer expectations
+- `medical-vulnerability-defiant`: Figure positioned to show physical trauma or medical intervention with dignified resistance
+- `cultural-costume-political`: Positioning emphasizing traditional Mexican dress as statement of national and feminist identity
+- `symbolic-narrative-integration`: Classical pose adapted for ex-voto storytelling with symbolic elements surrounding figure
+- `domestic-space-transformed`: Intimate interior settings elevated to spiritual or mythological significance
+
+### **Kahlo Canvas Control Flags (choose one):**
+
+- `strict-reframe-intimate`: Recompose entirely for small-scale intimate narrative following ex-voto proportions
+- `symbolic-extend-background`: Extend Mexican landscapes and cultural symbols with precise folk art detailing
+- `pain-narrative-adaptation`: Canvas adaptation following trauma processing logic and spiritual transformation journey
+
+### **Missing Renderer-Agnostic Guardrails**:
+
+- **Media Hybrid Flag (optional)**: `ex-voto-mixed-media`, `folk-art-integration`, `medical-documentation-artistic`
+- **Material Physics Authority**: Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique**: Viewing distance requirements affect brushwork precision and detail hierarchy
+- **Cultural Production Authenticity**: Indigenous and traditional methods take precedence over modern interpretations
+- **Quantifiers authoritative**: numeric anchors are targets
+- **Text policy**: Only render text if Section 8 authorizes
+- **Safety/IP**: No nudity/gore beyond documented medical/artistic context; no real logos/watermarks/signatures
+- **Age & wardrobe guardrail**: Minors = modest; unknown age defaults to adult neutral
+- **Gender expression**: Respect presented
+- **Material authenticity**: No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics
+- **Period Production Authenticity**: For historical publication styles, use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection
+- **Composition boundaries**: No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Failure Mode Flags**: Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.)
+- **Silent validation**: Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw subject entirely from scratch in **Frida Kahlo's intensely personal surrealist style (1929-1954)**.
+- Preserve likeness through **raw emotional honesty** and symbolic self-revelation.
+- **Timeframe**: Peak artistic period emphasizing psychological truth over flattery (1938-1954).
+- **Degree of likeness**: Intensely honest; emphasis on emotional and psychological truth rather than conventional beauty.
+- **Emotional tone**: Painfully honest, emotionally raw, symbolically powerful, defiantly strong.
+- **Pose conventions**: Direct confrontational positioning; unflinching self-examination; symbolic integration within Mexican cultural context.
+- **IP Safeguard Declaration**: Create original personal transformation avoiding copyrighted Kahlo estate elements and specific symbolic combinations.
+- **Face-Treatment Flag**: `unflinching-self-examination`
+- **Pose Flag**: `confrontational-direct-engagement`
+- **Canvas Control Flag**: `symbolic-extend-background`
+- **Media Hybrid Flag**: `ex-voto-mixed-media`
+- **Style Dominance**: The final result must be an emotionally honest portrait emphasizing psychological truth and symbolic power through Mexican folk art precision.
+- **Mode Selector**: Gallery fine art with ex-voto authenticity and small-scale intimate impact.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4` (portrait for self-examination and cultural identity assertion)
+- `4:5` (intimate portrait for psychological studies and symbolic narratives)
+- `1:1` (square for ex-voto format and balanced symbolic composition)
+- `2:3` (poster format for cultural and political statements)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background with Mexican cultural environments (indigenous landscapes, domestic interiors, symbolic natural elements) following ex-voto narrative structure
+- **Spatial Allocation**: Subject placement according to folk art hierarchy with figure dominance ≥60% and symbolic elements distributed for narrative clarity
+- **Background Treatment**: Detailed extension of Mexican cultural landscapes with precise flora/fauna integration and symbolic density
+- **Format Justification**: Canvas ratio optimized for Kahlo's intimate narrative structure and direct psychological engagement
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Medium/Production Method**: Oil on canvas, masonite, or metal sheets following Mexican ex-voto tradition. Small-scale format (maximum 30x40cm equivalent) with meticulous detail application. Traditional oil paint mixed with period-appropriate medium allowing precise detail work. Surface preparation following folk art traditions rather than academic standards.
+
+**Thematic Purpose**: Processing personal trauma through spiritual and cultural transformation; challenging patriarchal and colonial authority through feminine Mexican identity assertion; documenting physical and emotional reality without idealization; transforming private pain into universal symbolic language.
+
+**Period Framing**: Post-Revolutionary Mexican cultural renaissance (1920s-1950s) with specific focus on Mexicanidad movement and indigenous cultural reclamation. European Surrealist contact with Mexican magical realism synthesis.
+
+**5 Hallmark Motifs with Quantified Specifications**:
+
+1. **Duality and Division**: Split or double self-representation - 40-50% of composition showing internal conflict between European/Mexican, loved/unloved, healthy/broken identity
+2. **Medical and Bodily Trauma**: Explicit physical documentation - exposed hearts, surgical scars, broken spines rendered with 90% medical accuracy within symbolic context
+3. **Mexican Cultural Assertion**: Traditional dress, indigenous symbols, national flora/fauna - 60-70% of composition referencing specific Mexican cultural elements
+4. **Natural World Integration**: Animals as psychological surrogates, plants reflecting life/death cycles - 50-60% organic element coverage with symbolic rather than decorative function
+5. **Ex-Voto Narrative Structure**: Personal testimony format with miraculous/defiant resolution - 70-80% of composition following devotional painting conventions
+
+**Tone Tag**: Raw emotional honesty, cultural identity assertion, trauma processing through symbolic transformation, defiant spiritual resilience.
+
+**Innovation Line**: Ex-voto tradition adaptation enabling systematic personal trauma documentation through culturally authentic Mexican folk art precision and symbolic density.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Anchors with Measurement Specifications**:
+
+**Line Quality & Tool Marks**: Small-scale precise brushwork following folk art rather than academic traditions. Every detail rendered with scientific illustration accuracy within impossible contexts. Unibrow width 15-20mm, maintained consistently across all self-portraits. No lost edges - sharp contours maintaining narrative clarity.
+
+**Ex-Voto Technique Sequences**:
+
+- **Small-Scale Foundation**: Canvas preparation for intimate viewing distance (30x40cm maximum) with smooth surface for detailed work
+- **Narrative Structure**: Central figure placement with symbolic elements distributed following devotional painting hierarchy
+- **Cultural Color Application**: Mexican folk palette (earth tones, bright accents, symbolic color assignments) with period-appropriate pigment limitations
+- **Symbolic Detail Integration**: Medical accuracy combined with cultural symbol precision - every element carrying documented personal or cultural meaning
+
+**Texture Thickness Specifications**: Smooth application with minimal impasto. Paint layers 2-3mm maximum thickness following ex-voto tradition of flat, iconic presentation rather than sculptural surface effects.
+
+**Edge Treatment**: Sharp, precise contours maintaining folk art clarity. No atmospheric perspective effects - all elements rendered with equal focus intensity following Mexican popular art conventions.
+
+**Detail Hierarchy with Proportional Specifications**:
+
+- Self-portrait figure: 100% honesty without idealization - wrinkles, pain, aging documented accurately
+- Cultural symbols: 95% authenticity to documented Mexican folk traditions
+- Medical/anatomical elements: 90% scientific accuracy within symbolic transformation
+- Background environments: 80% detail maintaining symbolic rather than realistic spatial relationships
+
+**Material Simulation with Authentic Characteristics**: All surfaces rendered with material-specific behavior following Mexican craft traditions. Fabric textures showing authentic weave patterns, metal objects displaying period-appropriate manufacturing marks, organic elements exhibiting botanical accuracy.
+
+**Pose Anchors**:
+
+- Direct confrontation: Eyes meeting viewer with 90-100% frontal engagement
+- Cultural positioning: Body stance emphasizing traditional Mexican dress with authentic posture conventions
+- Medical vulnerability: Physical trauma or medical intervention shown with dignity rather than victimization
+- Symbolic gesture integration: Hand positions carrying documented personal iconography (surgical tools, cultural objects, natural elements)
+
+**Scale Hierarchy**: Proportional relationships follow psychological rather than realistic significance - symbolic elements sized according to emotional importance (pain symbols 150-200% enlarged, cultural assertions 120-150% emphasized).
+
+**Material Authenticity**: Authentic oil painting surface with period-appropriate folk art characteristics. Small-scale precision requiring close viewing distance. No digital simulation of traditional media effects.
+
+**Period Consistency**: All technical methods documented from 1929-1954 Kahlo studio practice in Coyoacán. Cultural elements authentic to post-Revolutionary Mexican artistic movements.
+
+**Canvas Adaptation**: Composition specifically designed for declared aspect ratio with Mexican cultural narrative elements extending naturally to fill frame following ex-voto spatial organization.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks**:
+
+- **Subject-Appropriate Masculine**: Period-authentic masculine clothing (1929-1954 suits, formal wear, professional attire) for male subjects
+- **Self-Portrait Traditional Mexican Tehuana**: Full indigenous costume for Frida's self-portraits including embroidered huipil, long skirts, elaborate jewelry
+- **Self-Portrait European Colonial**: Victorian-influenced dress representing German heritage and rejected European identity (for specific self-portraits)
+- **Self-Portrait Medical Integration**: Clothing adapted to accommodate surgical corsets, leg braces, medical equipment with dignity
+- **Subject-Appropriate Feminine**: Period-authentic feminine clothing for female subjects other than self-portraits
+
+**Fabric Behavior**: All textiles rendered with material physics accuracy and cultural significance. Traditional weaving patterns shown with authentic complexity. Tehuana dress structure concealing physical disabilities while asserting cultural pride. Jewelry and accessories carrying documented personal and cultural symbolism.
+
+**Accessory Caps**: High cultural integration (3-4 accessories) - each accessory carrying documented personal history or Mexican cultural significance.
+
+**Color Palette Restrictions**: Mexican folk art palette dominated by earth tones (ochres, umbers, terra cottas) with selective bright cultural accents (symbolic reds, ritual blues, festive yellows). All pigments authentic to 1929-1954 availability with traditional folk art mixing limitations.
+
+**Wardrobe Variation Required**: Primary garment treatment cycles through documented Kahlo wardrobe - avoid identical presentations. Each iteration requires different cultural reference (Tehuana, Aztec, colonial Mexican, modern Mexican revolutionary).
+
+**Props**:
+
+- **1 Hero Prop**: Selected from documented personal iconography (surgical tools, cultural artifacts, natural specimens, symbolic animals)
+- **Optional 1 Micro Prop**: Small personal elements (jewelry, flowers, medical items) carrying biographical significance
+
+**YAML Prop Pools**:
+
+```yaml
+personal_trauma_symbols:
+  - surgical_corset: "steel and leather medical brace worn for spinal support"
+  - anatomical_heart: "exposed heart revealing emotional wounds with medical precision"
+  - broken_column: "shattered spinal column representing physical fragmentation"
+  - surgical_tools: "forceps, needles, medical instruments as trauma processing tools"
+  - thorn_necklace: "crown of thorns adaptation showing physical and emotional pain"
+  - arrows_piercing: "multiple arrows indicating feeling hunted by fate and suffering"
+
+mexican_cultural_elements:
+  - tehuana_dress: "traditional Oaxacan costume asserting indigenous Mexican identity"
+  - pre_columbian_artifacts: "Aztec and indigenous Mexican cultural objects"
+  - mexican_flora_fauna: "specific plants and animals from Mexican landscape with symbolic meaning"
+  - revolutionary_symbols: "post-Revolutionary Mexican nationalist iconography"
+  - catholic_folk_integration: "Mexican popular religious imagery adapted for personal narrative"
+  - day_of_dead_elements: "skull and death imagery following Mexican cultural traditions"
+
+psychological_surrogates:
+  - pet_monkeys: "spider monkeys as child substitutes with complex symbolic meaning"
+  - black_cats: "feline companions representing independence and mystery"
+  - parrots: "colorful birds as symbols of Mexican exoticism and captivity"
+  - deer_wounded: "stag with human head representing vulnerability and persecution"
+  - butterflies: "metamorphosis and transformation symbols with death associations"
+  - hummingbirds: "love charm birds, often dead, representing heartbreak"
+```
+
+**Coherence Filter**: All wardrobe and prop elements support 1929-1954 Mexican cultural context with authentic personal biography integration. Fallback to simple cultural presentation if anachronistic elements detected.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2)**:
+
+- ❌ "original aspect ratio", "source dimensions", "unmodified framing"
+- ❌ "idealized beauty", "flattering portraiture", "conventional attractiveness", "glamorous presentation"
+- ❌ "inappropriate gender presentation", "cross-dressing male subjects", "Tehuana dress on men"
+- ❌ "large-scale format", "monumental presentation", "museum wall dominance"
+- ❌ "abstract symbolism", "unclear narrative", "decorative elements without personal meaning"
+
+**Canvas Positives (≥2)**:
+
+- ✅ "exactly [declared ratio]", "recomposed for [format name]"
+- ✅ "subject-appropriate clothing", "period-authentic masculine dress for men", "feminine dress for women"
+- ✅ "unflinching emotional honesty", "direct psychological confrontation", "dignified portraiture"
+- ✅ "Mexican cultural context", "period-appropriate fashion", "authentic cultural integration"
+- ✅ "ex-voto narrative structure", "folk art precision", "small-scale intimate impact"
+
+**Vocabulary Warnings**: Avoid "beautiful," "pretty," "elegant" - use "honest," "confrontational," "psychologically revealing." Avoid "decorative" - use "symbolically loaded," "culturally significant," "biographically authentic."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**:
+
+- **For Portrait Ratios (3:4, 4:5)**: Self-portrait dominance ≥70% with Mexican cultural environment integration, direct psychological engagement emphasis
+- **For Landscape Ratios (4:3, 2:3)**: Cultural landscape context ≥40%, symbolic element distribution across horizontal space following ex-voto narrative structure
+- **For Square (1:1)**: Central self-examination with radial cultural symbol distribution, equal weight between figure and Mexican environmental context
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+- **Perspective Regime**: Flat, iconic presentation following Mexican folk art conventions rather than Renaissance perspective. Symbolic spatial relationships superseding realistic depth.
+- **Grid/Symmetry**: Ex-voto organizational principles with central figure hierarchy and symbolic element placement following devotional painting traditions
+- **Figure:Ground %**: Self-portrait 60-70%, Mexican cultural environment 30-40%, no neutral areas - every surface carrying personal or cultural symbolic weight
+- **Density %**: High symbolic density through personal iconography - 70-80% of surface showing culturally or biographically significant content
+- **Lighting Logic**: Flat, even illumination following folk art conventions rather than dramatic chiaroscuro. Emphasis on clarity and symbolic readability over atmospheric effects.
+- **Detail:Negative Space Ratio**: Minimal negative space - every area populated with personal or cultural content optimized for declared ratio intimate viewing
+
+**REQUIRED ANCHORS**:
+
+- **Surface Context**: Oil on canvas, masonite, or metal following ex-voto tradition with small-scale intimate presentation requiring close viewing engagement
+- **Frame/Band Anchor**: No external frames - composition exists within canvas boundaries following folk art presentation conventions
+- **Production Context**: 1929-1954 Mexican post-Revolutionary studio methods with authentic cultural material sources and folk art technique applications
+- **Ratio Enforcement**: Composition designed specifically for declared aspect ratio with Mexican cultural narrative elements following ex-voto spatial organization principles
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: Selective integration permitted when authentic to ex-voto tradition or documented personal practice
+
+**Text Policy**: Typography only permitted when following documented Kahlo text integration (personal inscriptions, song lyrics, cultural phrases). Text must carry biographical or cultural significance rather than decorative function.
+
+**If Typography Permitted**:
+
+- **Personal Inscription Authenticity**: Only documented phrases from Kahlo's actual paintings or diary entries
+- **Mexican Cultural Text**: Spanish language phrases with period-appropriate cultural significance
+- **Ex-Voto Convention**: Devotional text formats following Mexican folk art traditions
+- **Medical Documentation**: Anatomical or medical terminology when contextually appropriate to trauma processing themes
+- **Song Lyric Integration**: Popular Mexican songs with documented personal significance to specific biographical moments
+
+**Period Typography Restrictions**: Hand-lettered text following folk art conventions rather than formal typography. Spanish language authentic to Mexican regional dialects and period usage.
+
+**Historical Accuracy**: All text elements must derive from documented Kahlo sources or period-equivalent Mexican cultural expressions with authentic cultural context.
+
+------
+
+## Kahlo-Specific Guardrails
+
+### **Raw Emotional Honesty Implementation**:
+
+- All self-representation must prioritize psychological truth over conventional beauty standards
+- Physical disabilities, medical trauma, and aging documented without concealment or idealization
+- Unibrow maintained as signature feature (15-20mm width) representing rejection of European beauty norms
+- Direct eye contact with viewer required - no averted gaze or passive positioning
+
+### **Mexican Cultural Authenticity Requirements**:
+
+- Traditional dress accuracy following documented Tehuana, Aztec, or Mexican colonial traditions
+- Indigenous symbol integration limited to researched Mexican cultural practices rather than generic "native" imagery
+- Color palette restricted to authentic Mexican folk art traditions with period-appropriate pigment availability
+- Flora and fauna specific to Mexican landscape with documented symbolic meaning in Kahlo's personal iconography
+
+### **Medical Trauma Documentation Standards**:
+
+- Physical disabilities and medical interventions shown with dignity rather than victimization
+- Surgical scars, medical equipment, and bodily trauma rendered with medical accuracy within symbolic context
+- Pain documentation balanced with spiritual resilience and cultural strength assertion
+- Medical elements integrated organically within Mexican cultural framework rather than isolated clinical presentation
+
+### **Ex-Voto Tradition Compliance**:
+
+- Small-scale intimate format (maximum 30x40cm equivalent) requiring close viewing engagement
+- Narrative structure following Mexican devotional painting conventions with personal testimony focus
+- Flat, iconic presentation rather than Renaissance depth or academic painting techniques
+- Every symbolic element carrying documented personal or cultural significance rather than arbitrary decoration
+
+### **Period Consistency Requirements**:
+
+- All cultural elements authentic to 1929-1954 post-Revolutionary Mexican context
+- Medical equipment and techniques appropriate to period healthcare capabilities
+- Fashion and jewelry following documented personal wardrobe with cultural accuracy
+- Political and social themes reflecting specific historical context of Mexican nationalism and feminism movements
+
+### **Biographical Authenticity Standards**:
+
+- Symbolic combinations limited to documented personal iconography from paintings, diary, or biographical sources
+- Trauma processing themes following documented psychological and medical history
+- Cultural identity assertion reflecting specific German-Mexican heritage rather than generic multicultural representation
+- Relationship dynamics and emotional content based on documented personal relationships and psychological states
+
+---
diff --git a/styles/surrealism/leonora_carrington_metamorphic_surrealism.md b/styles/surrealism/leonora_carrington_metamorphic_surrealism.md
new file mode 100644
index 0000000..01061b1
--- /dev/null
+++ b/styles/surrealism/leonora_carrington_metamorphic_surrealism.md
@@ -0,0 +1,347 @@
+---
+id: leonora_carrington_metamorphic_surrealism
+group: "Surrealism"
+movement: "Metamorphic Surrealism"
+artist: "Leonora Carrington"
+display_name: "Leonora Carrington — Metamorphic Ritual"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["4:5", "3:4", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "Ritual tableaux thrive on 4:5, theatrical stages breathe at 3:4, and symbolic mandalas condense into squares."
+modes: ["Ritual Tableau", "Theatrical Stage", "Symbolic Mandala"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "Compose archetypal figures with animal familiars; allow elongated limbs and floating stages."
+  identity_priority: ["silhouette", "metamorphic-integration", "gesture"]
+about: >
+  Carrington’s tempera scenes align mythic women, animal familiars, and impossible architecture into hermetic rituals. This card
+  reproduces her muted earth palette, elongated anatomy, and theatrical spatial paradoxes from her Mexican exile period.
+---
+
+# Leonora Carrington
+
+**Version:** 4.2 (Carrington Specialized) **Artist Period:** 1937-2011 (Peak Surrealist Period: 1942-1980s in Mexican Exile) **Primary Technique:** Metamorphic Surrealism via Tempera Precision and Impossible Spatial Integration
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via metamorphic transformation and impossible spatial integration; recognizable through archetypal rather than individual characteristics.
+- **Technical Measurement Authority:** Quantitative specifications ("elongated proportions 150-200%", "muted earth palette 70-80% desaturation", "impossible spatial relationships") override descriptive language.
+- **Process-Over-Result Priority:** Tempera layering technique (smooth gesso preparation→earth-tone foundation→metamorphic integration→atmospheric impossibility) supersede visual appearance descriptions.
+- **Custom Flag Authorization:** Carrington-specific metamorphic transformations permitted when standard surrealist options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate anatomically impossible or spatially disturbing imagery when historically accurate to metamorphic transformation themes.
+
+### **Carrington-Specific Face-Treatment Flags (choose one):**
+
+- `archetypal-simplified-features`: Smooth, doll-like facial features with enlarged eyes and simplified modeling - archetypal rather than individual characteristics
+- `metamorphic-creature-integration`: Human facial features seamlessly blending with animal characteristics (owl-like eyes, elongated proportions) without costume elements
+- `theatrical-ceremonial-presentation`: Features serving ritual narrative function rather than portrait likeness - mask-like quality supporting mysterious ceremony
+- `timeless-mythological-modeling`: Face rendering that exists outside historical periods - neither ancient nor modern but psychologically constructed
+- `psychological-symbol-features`: Facial characteristics emphasizing symbolic role over individual identity - smooth tempera precision with enlarged expressive eyes
+
+### **Carrington-Specific Pose Flags (choose one):**
+
+- `metamorphic-anatomical-transformation`: Figure positioning accommodating impossible anatomical changes (elongated limbs, animal-human transitions, impossible proportions)
+- `ceremonial-ritual-positioning`: Choreographed positioning for mysterious ceremonies or ritual activities - theatrical rather than naturalistic
+- `impossible-spatial-integration`: Figure placement defying normal perspective and spatial logic within architecturally impossible environments
+- `archetypal-symbolic-stance`: Positioning emphasizing mythological or symbolic role rather than individual human gesture
+- `theatrical-stage-arrangement`: Multiple figures arranged for narrative drama within psychologically constructed environments
+
+### **Carrington Canvas Control Flags (choose one):**
+
+- `strict-reframe-impossible`: Recompose entirely for spatially impossible environments and metamorphic creature integration
+- `theatrical-extend-background`: Extend dream-stage environments that blend interior/exterior spatial logic with impossible architectural relationships
+- `metamorphic-adaptation`: Canvas adaptation following transformation logic and impossible spatial construction principles
+
+### **Missing Renderer-Agnostic Guardrails**:
+
+- **Media Hybrid Flag (optional)**: `tempera-precision-mixed-media`, `metamorphic-material-integration`, `impossible-spatial-fusion`
+- **Material Physics Authority**: Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique**: Viewing distance requirements affect brushwork precision and detail hierarchy
+- **Cultural Production Authenticity**: Indigenous and traditional methods take precedence over modern interpretations
+- **Quantifiers authoritative**: numeric anchors are targets
+- **Text policy**: Only render text if Section 8 authorizes
+- **Safety/IP**: No nudity/gore; no real logos/watermarks/signatures
+- **Age & wardrobe guardrail**: Minors = modest; unknown age defaults to adult neutral
+- **Gender expression**: Respect presented
+- **Material authenticity**: No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics
+- **Period Production Authenticity**: For historical publication styles, use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection
+- **Composition boundaries**: No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Failure Mode Flags**: Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.)
+- **Silent validation**: Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw subject entirely from scratch in **Leonora Carrington's metamorphic surrealist style (1937-2011)**.
+- Preserve likeness through **archetypal transformation** and impossible spatial integration.
+- **Timeframe**: Peak metamorphic surrealist period emphasizing impossible transformations and theatrical environments (1942-1980s).
+- **Degree of likeness**: Archetypal rather than individual; emphasis on metamorphic possibilities and symbolic role within impossible scenarios.
+- **Emotional tone**: Metamorphically transformative, spatially impossible, theatrically ceremonial, archetypally symbolic, atmospherically mysterious.
+- **Pose conventions**: Impossible anatomical positioning; integration with metamorphic environments and ceremonial narratives within spatially impossible theatrical stages.
+- **IP Safeguard Declaration**: Create original metamorphic transformation avoiding copyrighted Carrington estate elements and specific symbolic combinations.
+- **Face-Treatment Flag**: `archetypal-simplified-features`
+- **Pose Flag**: `metamorphic-anatomical-transformation`
+- **Canvas Control Flag**: `metamorphic-adaptation`
+- **Media Hybrid Flag**: `tempera-precision-mixed-media`
+- **Style Dominance**: The final result must be a metamorphic surrealist painting emphasizing impossible transformations and spatial relationships through tempera precision applied to archetypal symbolic narratives.
+- **Mode Selector**: Gallery fine art with metamorphic authenticity and impossible spatial authority.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4` (portrait for metamorphic transformation studies and impossible interior scenarios)
+- `4:3` (landscape for theatrical environments and multiple creature integration)
+- `1:1` (square for balanced ceremonial compositions and circular ritual arrangements)
+- `4:5` (elongated portrait for vertical transformation emphasis and architectural impossibility)
+- `5:3` (panoramic for horizontal ceremonial narratives and environmental metamorphosis)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background with spatially impossible environments (theatrical interior/exterior spaces, architecturally impossible rooms, ceremonial stages that defy perspective) following metamorphic narrative principles
+- **Spatial Allocation**: Subject placement according to impossible spatial logic rather than realistic perspective - figures positioned for symbolic narrative within dream-constructed environments
+- **Background Treatment**: Detailed extension of spatially impossible environments with precise tempera modeling - architectural spaces that bend logic while maintaining technical precision
+- **Format Justification**: Canvas ratio optimized for Carrington's impossible spatial narratives and metamorphic transformation visualization through theatrical staging principles
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Medium/Production Method**: Egg tempera on gessoed wood panels, oil on canvas with tempera-precise preparation methods. Canvas/panel prepared with smooth gesso surface achieving controlled atmospheric effects. Paint application through precise layering building smooth, luminous surfaces with psychological depth. Traditional tempera technique creating enamel-like finish with archetypal clarity.
+
+**Thematic Purpose**: Creating impossible metamorphic scenarios requiring symbolic interpretation; processing personal transformation through archetypal imagery; integrating human-animal characteristics within spatially impossible environments; challenging spatial logic through theatrically constructed dream-stages rendered with technical precision.
+
+**Period Framing**: British-Mexican Surrealist exile period (1937-2011) emphasizing metamorphic transformation and spatially impossible narrative construction. Focus on archetypal symbolic scenarios engaging viewers in mythological puzzle-solving through impossible environments.
+
+**5 Hallmark Motifs with Quantified Specifications**:
+
+1. **Metamorphic Human-Animal Integration**: Seamless anatomical transformation with 60-70% human characteristics blending with 30-40% animal features - elongated proportions (150-200% normal scale) integrated organically without costume elements
+2. **Spatially Impossible Environments**: Theatrical stage-like spaces defying perspective logic - 70-80% architecturally impossible spatial relationships with interior/exterior boundaries dissolved
+3. **Archetypal Ceremonial Groupings**: Multiple figures arranged in ritual scenarios - 80-90% symbolic positioning rather than naturalistic human interaction within mysterious ceremony contexts
+4. **Muted Earth-Tone Atmospheric Integration**: Desaturated palette (70-80% muted saturation) dominated by ochres, umbers, earth tones with selective bright accents (10-20% composition) for symbolic emphasis
+5. **Timeless Symbolic Clothing**: Simple, archetypal garments existing outside historical periods - robes, tunics, basic shapes (90% simplified forms) serving symbolic rather than fashion function
+
+**Tone Tag**: Metamorphically transformative, spatially impossible, archetypally symbolic, atmospherically mysterious, theatrically ceremonial.
+
+**Innovation Line**: Tempera precision technique applied to metamorphic surrealism enabling systematic impossible transformation visualization through spatial impossibility and archetypal symbolic integration within theatrical dream-stages.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Anchors with Measurement Specifications**:
+
+**Line Quality & Tool Marks**: Precise tempera technique achieving smooth, enamel-like surface quality with controlled atmospheric integration. Clean contours supporting metamorphic transformation (2-3mm paint thickness) with archetypal clarity rather than individual detail emphasis.
+
+**Metamorphic-Tempera Technique Sequences**:
+
+- **Smooth Gesso Foundation**: Panel/canvas preparation achieving porcelain-like surface for precise tempera application and metamorphic clarity
+- **Earth-Tone Atmospheric Base**: Muted earth palette foundation (ochres, umbers, desaturated earth tones) creating psychological atmosphere supporting impossible scenarios
+- **Metamorphic Integration Layer**: Precise rendering of impossible anatomical transformations and spatial relationships with seamless technical execution
+- **Archetypal Symbolic Detailing**: Final layer emphasizing symbolic clarity and ceremonial narrative function through precise tempera modeling
+
+**Texture Thickness Specifications**: Smooth tempera application with minimal surface texture. Paint layers 2-3mm maximum thickness achieving enamel-like finish. Surface precision supporting archetypal clarity rather than expressive brushwork.
+
+**Edge Treatment**: Clean, precise contours supporting metamorphic transformations and impossible spatial relationships. Forms rendered with tempera clarity maintaining archetypal symbolic function. Impossible elements integrated seamlessly through precise technical execution.
+
+**Detail Hierarchy with Proportional Specifications**:
+
+- Metamorphic transformations: 90-95% technical precision with impossible anatomical accuracy
+- Spatially impossible environments: 80-90% architectural precision within impossible spatial logic
+- Archetypal figures: 85-95% symbolic clarity with simplified facial modeling and enlarged expressive eyes
+- Atmospheric backgrounds: 70-80% environmental precision supporting impossible spatial relationships
+
+**Material Simulation with Authentic Characteristics**: Every surface (fabric, organic matter, architectural elements, creature components) rendered with tempera precision supporting impossible scenarios. Metamorphic elements exhibit seamless technical integration within archetypal symbolic contexts.
+
+**Pose Anchors**:
+
+- Anatomical impossibility: Elongated proportions (150-200% normal scale) with seamless human-animal integration maintaining dignified presentation
+- Ceremonial positioning: Choreographed arrangement for ritual narrative function rather than naturalistic human gesture
+- Spatial impossibility: Figure placement defying perspective logic within architecturally impossible theatrical environments
+- Archetypal symbolic stance: Positioning emphasizing mythological role through simplified, timeless gesture economy
+
+**Scale Hierarchy**: Proportional relationships follow symbolic rather than realistic significance - archetypal elements sized according to narrative importance (transformation figures 150-200% emphasized, ceremonial objects 120-180% symbolic scale, environmental elements supporting impossible spatial logic).
+
+**Material Authenticity**: Authentic tempera and oil painting surface with smooth, enamel-like characteristics. Precise technical execution requiring intimate viewing for archetypal symbolic appreciation. No digital simulation of traditional media effects.
+
+**Period Consistency**: All technical methods documented from 1937-2011 Carrington studio practice. Tempera technique precision applied to impossible spatial relationships and metamorphic transformation with archetypal symbolic integration.
+
+**Canvas Adaptation**: Composition designed specifically for declared aspect ratio with impossible spatial narrative elements extending naturally following theatrical staging principles rather than realistic perspective organization.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks**:
+
+- **Timeless Archetypal Garments**: Simple robes, tunics, basic shapes existing outside historical periods - serving symbolic rather than fashion function
+- **Ceremonial Ritual Attire**: Dark robes and simple garments appropriate for mysterious ceremonies - emphasizing participant role rather than individual identity
+- **Metamorphic-Adaptive Clothing**: Garments accommodating impossible anatomical transformations - fabric behavior supporting creature integration rather than realistic drape
+- **Symbolic Color Integration**: Clothing in muted earth tones (blacks, browns, ochres) with selective bright accents serving narrative emphasis rather than decorative display
+- **Theatrical Costume Elements**: Simple, mask-like garments supporting theatrical narrative function within impossible spatial environments
+
+**Fabric Behavior**: All textiles rendered with tempera precision supporting symbolic narrative function. Clothing integrated organically within metamorphic transformations and impossible spatial relationships. Fabric serving archetypal symbolic role rather than realistic material physics.
+
+**Accessory Caps**: Minimal integration (0-1 accessories maximum) - accessories serving symbolic narrative function within metamorphic transformation contexts rather than decorative elements.
+
+**Color Palette Restrictions**: Muted earth-tone dominance (ochres, umbers, earth browns, desaturated greens) with 70-80% muted saturation levels. Strategic bright accents (10-20% composition) in reds, oranges, yellows for symbolic emphasis. Colors supporting archetypal atmosphere rather than realistic lighting.
+
+**Wardrobe Variation Required**: Primary garment treatment cycles through archetypal symbolic variations - avoid identical presentations while maintaining timeless, non-period specific integration within impossible scenarios.
+
+**Props**:
+
+- **1 Hero Prop**: Selected from archetypal symbolic objects (eggs, vessels, geometric forms, organic specimens, simple ritual items) integrated within metamorphic narrative context
+- **Optional 1 Micro Prop**: Small symbolic elements (spheres, organic forms, simple tools) serving transformation narrative rather than decorative function
+
+**YAML Prop Pools**:
+
+```yaml
+metamorphic_transformation_elements:
+  - organic_eggs: "universal creation symbols integrated naturally within metamorphic transformation scenarios"
+  - geometric_vessels: "simple containers with impossible contents supporting archetypal narrative function"
+  - ritual_spheres: "mysterious orbs serving ceremonial function within impossible spatial environments"
+  - transformation_apparatus: "simple equipment supporting metamorphic creature integration and symbolic narrative"
+  - organic_specimens: "natural forms serving psychological narrative within spatially impossible contexts"
+  - ceremonial_objects: "ritual items integrated within theatrical staging and archetypal symbolic scenarios"
+
+creature_metamorphic_integration:
+  - white_horses: "liberation symbols appearing naturally within impossible spatial narratives and ceremonial contexts"
+  - owl_creature_companions: "wisdom symbols with enlarged eyes integrated within metamorphic transformation scenarios"
+  - hybrid_beings: "seamless human-animal combinations serving archetypal narrative function within impossible environments"
+  - bird_transformation_elements: "avian characteristics integrated naturally within human metamorphic possibilities"
+  - mammalian_integration: "animal features blended organically within human archetypal transformation scenarios"
+  - symbolic_creature_groupings: "multiple beings arranged for ceremonial narrative within spatially impossible theatrical stages"
+
+impossible_spatial_environment_elements:
+  - architectural_impossibilities: "columns, arches, rooms defying perspective logic within theatrical staging principles"
+  - interior_exterior_dissolution: "spaces simultaneously indoor and outdoor supporting impossible spatial relationships"
+  - ceremonial_staging_areas: "theatrical environments constructed for ritual narrative rather than realistic architecture"
+  - atmospheric_lighting_sources: "illumination defying physics while supporting archetypal symbolic mood and narrative clarity"
+  - geometric_spatial_constructions: "mathematical forms integrated within organic environments creating impossible spatial logic"
+  - threshold_transformation_spaces: "architectural elements suggesting metamorphic transition and symbolic journey within dream-constructed environments"
+```
+
+**Coherence Filter**: All wardrobe and prop elements support 1937-2011 metamorphic surrealist period with authentic archetypal symbolic accuracy. Fallback to simple symbolic presentation maintaining impossible spatial quality and metamorphic transformation authenticity.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2)**:
+
+- ❌ "original aspect ratio", "source dimensions", "unmodified framing"
+- ❌ "realistic spatial relationships", "logical perspective", "naturalistic architectural environments", "conventional interior design"
+- ❌ "individual portrait likeness", "contemporary fashion", "period-specific clothing", "decorative costume elements"
+- ❌ "expressive brushwork", "visible paint texture", "impressionistic surface", "loose painterly technique"
+- ❌ "bright saturated colors", "contemporary color schemes", "photographic lighting", "modern atmospheric effects"
+
+**Canvas Positives (≥2)**:
+
+- ✅ "exactly [declared ratio]", "recomposed for [format name]"
+- ✅ "impossible spatial relationships", "theatrical dream-stage environments", "architecturally impossible interior-exterior spaces"
+- ✅ "metamorphic human-animal integration", "seamless anatomical transformation", "elongated archetypal proportions"
+- ✅ "smooth tempera precision", "enamel-like surface quality", "archetypal symbolic clarity"
+- ✅ "muted earth-tone palette", "desaturated atmospheric colors", "selective symbolic color accents"
+
+**Vocabulary Warnings**: Avoid "realistic," "naturalistic," "individual" - use "archetypal," "metamorphic," "spatially impossible." Avoid "decorative" - use "symbolically integrated," "ceremonially functional," "transformation-supporting."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**:
+
+- **For Portrait Ratios (3:4, 4:5)**: Metamorphic figure dominance ≥70% with impossible spatial environment integration, archetypal transformation emphasis through vertical format supporting ceremonial narrative
+- **For Landscape Ratios (4:3, 5:3, 16:9)**: Spatially impossible environmental context ≥50%, theatrical staging distribution across horizontal space following dream-stage logic rather than realistic perspective
+- **For Square (1:1)**: Central archetypal focus with balanced impossible element distribution, equal weight between metamorphic figure and spatially impossible environmental context
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+- **Perspective Regime**: Impossible spatial organization defying realistic perspective while maintaining tempera precision. Theatrical staging principles creating dream-environments supporting archetypal narrative rather than naturalistic space.
+- **Grid/Symmetry**: Ceremonial arrangement following symbolic narrative logic rather than realistic spatial organization. Archetypal positioning emphasizing ritual function over naturalistic gesture.
+- **Figure:Ground %**: Archetypal figures 60-70%, spatially impossible environmental context 30-40%, atmospheric areas supporting symbolic narrative - every surface carrying transformation significance through tempera precision
+- **Density %**: Moderate symbolic density supporting archetypal clarity - 60-70% detailed content with atmospheric integration allowing ceremonial contemplation rather than decorative oversaturation
+- **Lighting Logic**: Impossible atmospheric lighting creating symbolic mood through multiple inconsistent sources. Tempera precision applied to lighting that supports archetypal narrative rather than realistic illumination.
+- **Detail:Negative Space Ratio**: Balanced archetypal relationship supporting symbolic storytelling - atmospheric depth allowing ceremonial engagement with metamorphic elements integrated through tempera precision
+
+**REQUIRED ANCHORS**:
+
+- **Surface Context**: Tempera and oil on wood panels/canvas with smooth gesso preparation and enamel-like precision characteristics requiring intimate symbolic viewing engagement
+- **Frame/Band Anchor**: No external frames - composition exists within canvas boundaries following archetypal presentation conventions
+- **Production Context**: 1937-2011 British-Mexican exile studio methods with authentic tempera technique research and metamorphic symbolic practice integration
+- **Ratio Enforcement**: Composition designed specifically for declared aspect ratio with impossible spatial narrative elements following theatrical staging principles rather than realistic architectural organization
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: Omit entirely - Carrington's metamorphic surrealism emphasized pure archetypal visual transformation without text integration
+
+**Text Policy**: No typography permitted. All metamorphic and symbolic content communicated through visual transformation and impossible spatial integration. Any text elements would violate authentic Carrington aesthetic approach focusing on archetypal visual language and symbolic storytelling through tempera precision alone.
+
+**Historical Accuracy**: Carrington's gallery works excluded text integration - maintained metamorphic surrealist art purity through visual archetypal communication exclusively. Symbolic transformation and impossible spatial content transmitted through tempera technique, metamorphic integration, and theatrical staging rather than written language.
+
+------
+
+## Carrington-Specific Guardrails
+
+### **Metamorphic Transformation Implementation**:
+
+- All impossible elements must serve archetypal transformation narrative rather than decorative fantasy
+- Human-animal integration following seamless metamorphic logic with organic anatomical transitions
+- Elongated proportions (150-200% normal scale) maintaining dignified archetypal presentation
+- Spatial impossibilities supporting theatrical dream-stage environments rather than realistic architecture
+
+### **Tempera Precision Authentication**:
+
+- Surface quality must achieve smooth, enamel-like finish with archetypal clarity under intimate viewing
+- Earth-tone palette dominance (70-80% muted saturation) with strategic bright accents for symbolic emphasis
+- Every metamorphic element rendered with technical precision supporting impossible scenarios
+- Compositional organization following theatrical staging principles rather than realistic perspective logic
+
+### **Archetypal Symbolic Standards**:
+
+- Figures serving symbolic narrative function rather than individual portrait likeness
+- Ceremonial positioning emphasizing ritual participation and mythological role over personal identity
+- Clothing as archetypal costume supporting symbolic transformation rather than period fashion accuracy
+- Environmental spaces constructed for symbolic narrative rather than architectural authenticity
+
+### **Spatial Impossibility Requirements**:
+
+- Architectural environments defying perspective logic while maintaining tempera precision
+- Interior/exterior spatial boundaries dissolved supporting dream-stage theatrical environments
+- Multiple spatial viewpoints integrated seamlessly within single composition through technical execution
+- Lighting and atmospheric effects following symbolic narrative rather than realistic illumination physics
+
+### **Period Consistency Requirements**:
+
+- All technical elements authentic to 1937-2011 tempera and oil painting capabilities without modern digital effects
+- Metamorphic themes reflecting surrealist psychological exploration rather than contemporary fantasy illustration
+- Archetypal symbolic content based on mythological and psychological transformation traditions
+- Impossible spatial relationships following dream-logic documented in Carrington's actual studio practice and documented works
+
+### **Impossible Integration Standards**:
+
+- Metamorphic transformations maintaining technical precision within impossible anatomical scenarios
+- Spatial relationships supporting archetypal narrative coherence despite defying realistic perspective
+- Environmental details creating theatrical staging coherence with tempera precision applied to impossible architectural logic
+- Atmospheric integration following symbolic narrative requirements rather than realistic lighting and environmental physics
diff --git a/styles/surrealism/max_ernst_automatist_collage.md b/styles/surrealism/max_ernst_automatist_collage.md
new file mode 100644
index 0000000..192da96
--- /dev/null
+++ b/styles/surrealism/max_ernst_automatist_collage.md
@@ -0,0 +1,338 @@
+---
+id: max_ernst_automatist_collage
+group: "Surrealism"
+movement: "Automatist Collage Surrealism"
+artist: "Max Ernst"
+display_name: "Max Ernst — Automatist Collage Metamorphosis"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["3:4", "4:3", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "Ernst oscillates between 3:4 metamorphic studies, 4:3 forest vistas, and 1:1 collage plates."
+modes: ["Metamorphic Portrait", "Forest Apocalypse", "Collage Specimen Plate"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 4
+  layout_hint: "Arrange human-animal hybrids in disjunctive space; balance collage fragments across the field."
+  identity_priority: ["silhouette", "metamorphic-elements", "texture"]
+about: >
+  Ernst scraped, rubbed, and collaged found imagery into chimeric worlds that processed post-war trauma. This card enforces his
+  automatist workflow—frottage textures, grattage scraping, botanical-mechanical hybrids—while respecting period collage sources.
+---
+
+# Max Ernst
+
+**Version:** 4.2 (Ernst Specialized) **Artist Period:** 1919-1976 (Peak Dada: 1919-1922; Classic Surrealism: 1925-1940; American Exile: 1941-1953) **Primary Technique:** Collage-Inspired Surrealism via Automatist Methods (Frottage, Grattage, Decalcomania)
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via collage transformation and fantastic metamorphosis; recognizable through metamorphic possibilities.
+- **Technical Measurement Authority:** Quantitative specifications ("3-5mm grattage depth", "80% texture coverage", "pencil pressure 2-3 pounds per square inch") override descriptive language.
+- **Process-Over-Result Priority:** Automatist technique sequences (frottage→interpretation→grattage layering) supersede visual appearance descriptions.
+- **Custom Flag Authorization:** Ernst-specific automatist transformations permitted when standard surrealist options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate disturbing metamorphic imagery when historically accurate to post-WWI trauma processing.
+
+### **Ernst-Specific Face-Treatment Flags (choose one):**
+
+- `collage-metamorphic-transformation`: Recognizable features combined with fantastic creature elements from scientific illustrations
+- `frottage-texture-revelation`: Facial features emerging from rubbed surface textures with organic interpretation
+- `grattage-excavated-portrait`: Portrait revealed through scraping layers over textured objects
+- `decalcomania-organic-emergence`: Features formed from pressed paint patterns interpreted as metamorphic beings
+- `scientific-illustration-hybrid`: Human features combined with botanical/zoological elements from period textbooks
+
+### **Ernst-Specific Pose Flags (choose one):**
+
+- `fantastic-creature-integration`: Figure merged with chimeric beings and metamorphic animals
+- `collage-disjunctive-positioning`: Classical poses disrupted by cut-and-paste visual logic
+- `automatist-unconscious-gesture`: Positioning determined by texture-revealed unconscious associations
+- `scientific-specimen-presentation`: Figure displayed with natural history illustration conventions
+- `forest-environment-absorption`: Human form integrated within dense, threatening woodland settings
+
+### **Ernst Canvas Control Flags (choose one):**
+
+- `strict-reframe-metamorphic`: Recompose entirely for fantastic creature integration
+- `collage-logic-extension`: Extend background following cut-and-paste disjunctive principles
+- `texture-automatic-adaptation`: Canvas adaptation following automatist technique discovery process
+
+### **Missing Renderer-Agnostic Guardrails**:
+
+- **Media Hybrid Flag (optional)**: `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`
+- **Material Physics Authority**: Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique**: Viewing distance requirements affect brushwork precision and detail hierarchy
+- **Cultural Production Authenticity**: Indigenous and traditional methods take precedence over modern interpretations
+- **Quantifiers authoritative**: numeric anchors are targets
+- **Text policy**: Only render text if Section 8 authorizes
+- **Safety/IP**: No nudity/gore; no real logos/watermarks/signatures
+- **Age & wardrobe guardrail**: Minors = modest; unknown age defaults to adult neutral
+- **Gender expression**: Respect presented
+- **Material authenticity**: No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics
+- **Period Production Authenticity**: For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection
+- **Composition boundaries**: No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Failure Mode Flags**: Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.)
+- **Silent validation**: Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw subject entirely from scratch in **Max Ernst's collage-inspired surrealist style (1920s-1970s)**.
+- Preserve likeness through **collage transformation** and fantastic metamorphosis.
+- **Timeframe**: Peak collage and automatist period, especially Dada-Surrealism transition (1920-1940) or American exile experimentation (1941-1953).
+- **Degree of likeness**: Recognizable through fantastic transformation; emphasis on metamorphic possibilities and unconscious revelation.
+- **Emotional tone**: Fantastic transformation, collage magic, metamorphic wonder, post-war psychological excavation.
+- **Pose conventions**: Transformed positioning; integration with fantastic creatures and threatening forest environments.
+- **IP Safeguard Declaration**: Create original metamorphic transformation avoiding copyrighted Ernst estate elements and specific collage source materials.
+- **Face-Treatment Flag**: `collage-metamorphic-transformation`
+- **Pose Flag**: `fantastic-creature-integration`
+- **Canvas Control Flag**: `collage-logic-extension`
+- **Style Dominance**: The final result must be a fantastic transformation emphasizing metamorphic possibilities and collage-inspired automatist discovery.
+- **Mode Selector**: Gallery fine art with experimental technique authenticity.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `4:3` (landscape for forest environments and apocalyptic vistas)
+- `3:4` (portrait for metamorphic creature studies)
+- `1:1` (square for collage-logic compositions)
+- `5:3` (panoramic for "Europe After the Rain" scale devastation)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background with fantastic forest environments or apocalyptic landscapes following collage disjunctive logic
+- **Spatial Allocation**: Subject placement according to automatist discovery process rather than classical composition
+- **Background Treatment**: Layered texture creation through grattage/frottage techniques with conscious interpretation overlay
+- **Format Justification**: Canvas ratio optimized for Ernst's collage-inspired disjunctive narrative and metamorphic creature integration
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Medium/Production Method**: Oil on canvas with innovative automatist preparation methods. Canvas prepared with textured objects beneath for grattage effects. Mixed media integration including collage elements from scientific illustrations, ethnographic photographs, and commercial catalogs. Frottage texture foundation with conscious painterly interpretation layer.
+
+**Thematic Purpose**: Processing WWI trauma through fantastic metamorphosis; exploration of unconscious imagery via automatist techniques; critique of rational civilization through collage disruption of logical relationships. Transformation of found imagery into psychological landscapes.
+
+**Period Framing**: European avant-garde (1920s-1970s) with specific focus on post-WWI Dada nihilism transitioning to Surrealist psychological exploration. American exile period introducing oscillation techniques influencing Abstract Expressionism.
+
+**5 Hallmark Motifs with Quantified Specifications**:
+
+1. **Fantastic Metamorphic Creatures**: Human-animal-machine hybrids with 60-70% recognizable elements combined with 30-40% fantastic transformation
+2. **Dense Forest Environments**: Threatening woodland settings with 80-90% texture coverage created through grattage technique
+3. **Collage-Logic Juxtapositions**: Disjunctive combinations of 2-3 unrelated source materials creating "spark of poetry"
+4. **Scientific Illustration Appropriation**: Elements from botanical/zoological/ethnographic sources integrated with 70-80% accuracy to original proportions
+5. **Automatist Texture Revelation**: Surface patterns created through chance techniques (frottage/grattage/decalcomania) with conscious interpretation overlay
+
+**Tone Tag**: Post-war psychological excavation, fantastic metamorphosis, collage-disrupted reality, automatist discovery process.
+
+**Innovation Line**: Automatist techniques (frottage, grattage, decalcomania, oscillation) enabling systematic bypass of conscious control to access unconscious imagery.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Anchors with Measurement Specifications**:
+
+**Line Quality & Tool Marks**: Mixed technique application - precise collage edges combined with organic automatist textures. Frottage areas show pencil pressure marks (2-3 pounds per square inch). Grattage reveals show scraping tool marks with 3-5mm depth variation. Clean collage element integration with seamless edge treatment.
+
+**Automatist Technique Sequences**:
+
+- **Frottage Foundation**: Pencil rubbing over textured surfaces (wood grain, leaves, fabric) covering 40-60% of canvas area
+- **Conscious Interpretation Layer**: Oil paint application interpreting discovered textures into fantastic creatures and environments
+- **Grattage Texture Creation**: Scraping wet paint over objects placed beneath canvas, revealing impressed patterns covering 30-50% of surface
+- **Decalcomania Organic Patterns**: Pressed paint transfer creating unpredictable organic forms in 20-30% of composition
+
+**Texture Thickness Specifications**: Varied application - thin glazes over automatist areas (1-2mm), standard oil paint application (3-4mm), textured grattage areas with pronounced surface relief (5-8mm variation).
+
+**Edge Treatment**: Sharp collage element boundaries combined with organic automatist edges. No lost edges in collage areas - maintains cut-and-paste visual logic. Automatist areas feature organic, unpredictable edge relationships.
+
+**Detail Hierarchy with Proportional Specifications**:
+
+- Collage elements: 100% sharp focus maintaining source material clarity
+- Automatist interpretations: 85% detail with organic texture emphasis
+- Background environments: 70% detail allowing texture prominence
+- Metamorphic transitions: 90% precision in creature transformation logic
+
+**Material Simulation with Authentic Characteristics**: Collage elements maintain source material surface characteristics (paper texture, printing dot patterns, photographic grain). Automatist areas exhibit authentic technique surface quality - frottage pencil sheen, grattage scrape marks, decalcomania organic irregularities.
+
+**Pose Anchors**:
+
+- Metamorphic integration: 60-70% human proportion maintained within fantastic creature transformation
+- Collage positioning: Disjunctive placement following dream-logic rather than gravitational laws
+- Forest absorption: Figure integration with environment at 40-50% boundary dissolution
+- Scientific specimen display: Formal presentation conventions from natural history illustrations
+
+**Scale Hierarchy**: Proportional relationships follow collage-logic disruption - elements may be dramatically rescaled (150-300% enlargements, 25-50% reductions) to create disjunctive "spark of poetry."
+
+**Material Authenticity**: Authentic mixed media surface characteristics combining oil paint with period-appropriate collage materials. Automatist texture techniques must show genuine chance-based irregularities, not digitally simulated effects.
+
+**Period Consistency**: All collage source materials authentic to 1920s-1970s European/American published materials (scientific textbooks, ethnographic journals, commercial catalogs). Technique methods documented from Ernst studio practice.
+
+**Canvas Adaptation**: Composition designed specifically for declared aspect ratio with automatist discovery process determining final layout rather than predetermined design.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks**:
+
+- **Metamorphic Integration**: Contemporary 1920s-1970s fashion combined with fantastic creature elements (feathers, scales, mechanical components)
+- **Scientific Specimen**: Clothing presented with natural history illustration conventions - labels, measurement marks, specimen display logic
+- **Collage Disruption**: Garments cut and combined from disparate source materials following collage juxtaposition principles
+
+**Fabric Behavior**: Materials subject to fantastic transformation - cloth may become organic tissue, mechanical components, or hybrid textures. Collage elements maintain source material properties while integrated into impossible combinations.
+
+**Accessory Caps**: Moderate integration (2-3 accessories) - each accessory carrying metamorphic potential or scientific illustration significance.
+
+**Color Palette Restrictions**: Earth tones dominated palette (ochres, umbers, forest greens, geological grays) with selective bright accent colors from collage source materials. All pigments authentic to historical period with documented availability.
+
+**Wardrobe Variation Required**: Primary garment treatment cycles through metamorphic possibilities - avoid identical transformation approaches. Each iteration requires different creature integration (avian, reptilian, mechanical, botanical).
+
+**Props**:
+
+- **1 Hero Prop**: Selected from scientific illustration sources (botanical specimens, geological samples, ethnographic objects, mechanical devices)
+- **Optional 1 Micro Prop**: Small metamorphic elements bridging human and creature realms
+
+**YAML Prop Pools**:
+
+```yaml
+metamorphic_elements:
+  - bird_hybrid_features: "wings, beaks, talons integrated with human anatomy"
+  - botanical_specimens: "scientific illustration plants becoming creature components"
+  - geological_formations: "rock and crystal elements merged with organic forms"
+  - mechanical_hybrids: "industrial components fused with biological structures"
+  - ethnographic_objects: "non-Western cultural artifacts in fantastic contexts"
+  - forest_creatures: "threatening woodland animals in metamorphic states"
+
+scientific_props:
+  - specimen_containers: "glass vessels containing impossible specimens"
+  - measurement_devices: "calipers, scales, scientific instruments"
+  - classification_systems: "taxonomic charts and specimen labels"
+  - exploration_equipment: "field research tools in surreal contexts"
+```
+
+**Coherence Filter**: All wardrobe and prop elements support 1920s-1970s European/American context with authentic period source materials. Fallback to simple metamorphic integration if anachronistic elements detected.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2)**:
+
+- ❌ "original aspect ratio", "source dimensions", "unmodified framing"
+- ❌ "smooth brushwork", "harmonious composition", "logical spatial relationships"
+- ❌ "pure abstract imagery", "non-representational elements", "geometric abstraction"
+- ❌ "digital collage effects", "Photoshop layering", "modern cut-and-paste aesthetics"
+- ❌ "pleasant imagery", "comfortable viewing", "rational creature combinations"
+
+**Canvas Positives (≥2)**:
+
+- ✅ "exactly [declared ratio]", "recomposed for [format name]"
+- ✅ "collage-logic juxtaposition", "disjunctive element combination", "fantastic metamorphosis"
+- ✅ "automatist texture discovery", "frottage surface revelation", "grattage scraping effects"
+- ✅ "scientific illustration integration", "period source material accuracy", "1920s-1970s authenticity"
+- ✅ "post-war psychological excavation", "unconscious imagery revelation", "trauma processing transformation"
+
+**Vocabulary Warnings**: Avoid "harmonious," "pleasant," "logical" - use "disjunctive," "fantastic," "metamorphic." Avoid "decorative" - use "psychologically charged," "unconscious revelation," "automatist discovery."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**:
+
+- **For Portrait Ratios (3:4, 4:5)**: Metamorphic creature dominance ≥70% with fantastic environment integration, disjunctive collage-logic hierarchy
+- **For Landscape Ratios (4:3, 5:3, 16:9)**: Forest environment or apocalyptic landscape context ≥50%, automatist texture distribution across horizontal space
+- **For Square (1:1)**: Central metamorphic focus with radial collage element distribution, equal weight between creature and environment transformation
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+- **Perspective Regime**: Disjunctive space following collage-logic rather than Renaissance perspective. Multiple spatial systems combined within single composition.
+- **Grid/Symmetry**: Anti-symmetrical arrangement following automatist discovery process and unconscious association logic
+- **Figure:Ground %**: Metamorphic creature 50-60%, fantastic environment 40-50%, no neutral areas - every surface carries transformative content
+- **Density %**: High texture density through automatist techniques - 70-80% of surface showing frottage, grattage, or decalcomania effects
+- **Lighting Logic**: Multiple light sources following collage-logic rather than single source consistency. Each collage element maintains original lighting conditions.
+- **Detail:Negative Space Ratio**: Minimal negative space - every area populated with metamorphic content or automatist texture discovery optimized for declared ratio
+
+**REQUIRED ANCHORS**:
+
+- **Surface Context**: Mixed media on canvas with authentic automatist technique application and period-appropriate collage material integration
+- **Frame/Band Anchor**: No external frames - composition exists within canvas boundaries with possible collage element extension to edges
+- **Production Context**: 1920s-1970s European/American avant-garde studio methods with documented automatist techniques and authentic source materials
+- **Ratio Enforcement**: Composition designed specifically for declared aspect ratio with automatist discovery process determining spatial distribution
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: Selective integration permitted when authentic to collage source materials
+
+**Text Policy**: Typography only permitted when sourced from authentic period materials (scientific illustration labels, book fragments, catalog text). No contemporary typography. Text integration must follow collage-logic disruption rather than readable communication.
+
+**If Typography Permitted**:
+
+- **Source Material Authenticity**: Only 1920s-1970s printed matter (scientific textbooks, catalogs, journals)
+- **Collage Integration**: Text fragments cut and repositioned following disjunctive logic
+- **Partial Obscuration**: Text elements 30-60% obscured by paint application or metamorphic integration
+- **Multiple Language**: German, French, English period sources combined disjunctively
+- **Scientific Convention**: Specimen labels, taxonomic classifications, measurement annotations when contextually appropriate
+
+**Period Typography Restrictions**: Only letterpress, hot metal typesetting, and period-appropriate printing methods. No modern digital typography or contemporary font designs.
+
+**Historical Accuracy**: All text elements must derive from documented Ernst source materials or period-equivalent publications with authentic printing characteristics.
+
+------
+
+## Ernst-Specific Guardrails
+
+### **Automatist Method Implementation**:
+
+- All texture areas must show authentic chance-based irregularities from frottage, grattage, or decalcomania techniques
+- Conscious interpretation layer applied over automatist foundation - never purely accidental imagery
+- Metamorphic transformations follow unconscious association logic rather than rational design
+- Surface quality must exhibit authentic tool marks and material behavior from documented techniques
+
+### **Collage Logic Authentication**:
+
+- Source material integration limited to 1920s-1970s European/American published materials
+- Disjunctive juxtapositions create "spark of poetry" through impossible combinations
+- Sharp edge treatment maintaining cut-and-paste visual characteristics
+- Scale disruptions following dream-logic rather than realistic proportions
+
+### **Post-WWI Trauma Processing**:
+
+- Fantastic creatures and apocalyptic landscapes reflect documented war trauma themes
+- Metamorphic imagery processes psychological fragmentation and identity crisis
+- Forest environments carry threatening, dense, overwhelming characteristics
+- Mechanical/organic hybrids reflect "technoid body" responses to industrial warfare
+
+### **Period Consistency Requirements**:
+
+- All fashion, objects, and cultural elements authentic to 1920s-1970s Europe/America
+- Scientific illustration sources limited to period natural history publications
+- Automatist technique application following documented Ernst studio methods
+- Mixed media combinations restricted to historically available materials
+
+### **Metamorphic Transformation Rules**:
+
+- Human elements remain 50-70% recognizable within fantastic creature integration
+- Animal, botanical, mechanical, and geological elements combined through unconscious association
+- Transformation logic follows psychological rather than biological plausibility
+- Scientific illustration accuracy maintained within fantastic context integration
+
+---
diff --git a/styles/surrealism/remedios_varo_mystical_surrealism.md b/styles/surrealism/remedios_varo_mystical_surrealism.md
new file mode 100644
index 0000000..366680e
--- /dev/null
+++ b/styles/surrealism/remedios_varo_mystical_surrealism.md
@@ -0,0 +1,331 @@
+---
+id: remedios_varo_mystical_surrealism
+group: "Surrealism"
+movement: "Mystical Surrealism"
+artist: "Remedios Varo"
+display_name: "Remedios Varo — Alchemical Quest"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["4:5", "3:4", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "Varo’s tower laboratories sit on 4:5 easels, narrative journeys on 3:4 canvases, and mandala rituals resolve square."
+modes: ["Alchemical Laboratory", "Mystical Journey", "Mandala Conjuration"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 2
+  layout_hint: "Center a solitary seeker; add one attendant spirit or familiar only when narrative demands."
+  identity_priority: ["silhouette", "large-eyes", "spiritual-gesture"]
+about: >
+  In Mexican exile, Varo etched alchemical instruments into gesso, glazed them with luminous oils, and set androgynous seekers on
+  mystical quests. This card honors that 1955–1963 practice—incised lines, mother-of-pearl highlights, and narrative machines.
+---
+
+# Remedios Varo
+
+**Version:** 4.2 (Varo Specialized) **Artist Period:** 1955-1963 (Peak Mystical Period in Mexican Exile) **Primary Technique:** Mystical Surrealism via Alchemical Precision (Incising, Graffito, Decalcomania, Mother-of-Pearl Inlay)
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via mystical transformation and alchemical symbolism; spiritually idealized through symbolic integration.
+- **Technical Measurement Authority:** Quantitative specifications ("1-2 bristle brush modification", "mother-of-pearl 0.5mm thickness", "incising depth 0.2-0.3mm") override descriptive language.
+- **Process-Over-Result Priority:** Alchemical technique sequences (incising→oil application→graffito detailing→luminous glazing) supersede visual appearance descriptions.
+- **Custom Flag Authorization:** Varo-specific mystical transformations permitted when standard surrealist options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate challenging mystical imagery when historically accurate to spiritual quest themes.
+
+### **Varo-Specific Face-Treatment Flags (choose one):**
+
+- `mystical-unadorned-precision`: Clean, contemplative features with large eyes, no decorative elements, subtle elongation (110-130% vertical proportion)
+- `mother-of-pearl-enlightened`: Reserved for 4 figures maximum - embedded iridescent material flush with gesso surface, not surface decoration
+- `incised-foundation-luminosity`: Spiritual glow achieved through technique (incising + oil absorption + glazing) never through added ornaments
+- `androgynous-seeker-features`: Gender-neutral or feminine features only - masculine interpretations historically inaccurate
+- `contemplative-large-eyes`: Oversized eyes (120-140% normal proportion) conveying spiritual depth without decorative enhancement
+
+### **Varo-Specific Pose Flags (choose one):**
+
+- `mystical-seeker-positioning`: Solitary figure on spiritual quest within alchemical laboratory or tower setting
+- `alchemical-practice-gesture`: Precise hand positioning for magical apparatus operation or mystical substance manipulation
+- `initiatory-journey-stance`: Classical positioning adapted for spiritual pilgrimage through liminal threshold spaces
+- `feminine-creator-authority`: Active protagonist positioning rejecting passive muse role, engaged in world-creation activities
+- `tower-laboratory-integration`: Figure harmonized with mystical architectural environments and alchemical equipment
+
+### **Varo Canvas Control Flags (choose one):**
+
+- `strict-reframe-mystical`: Recompose entirely for alchemical laboratory and tower environment integration
+- `spiritual-extend-background`: Extend mystical landscapes and liminal spaces with precise architectural detailing
+- `alchemical-adaptation`: Canvas adaptation following spiritual transformation logic and initiatory journey progression
+
+### **Missing Renderer-Agnostic Guardrails**:
+
+- **Media Hybrid Flag (optional)**: `mystical-mixed-media`, `alchemical-inlay-integration`, `spiritual-material-fusion`
+- **Material Physics Authority**: Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique**: Viewing distance requirements affect brushwork precision and detail hierarchy
+- **Cultural Production Authenticity**: Indigenous and traditional methods take precedence over modern interpretations
+- **Quantifiers authoritative**: numeric anchors are targets
+- **Text policy**: Only render text if Section 8 authorizes
+- **Safety/IP**: No nudity/gore; no real logos/watermarks/signatures
+- **Age & wardrobe guardrail**: Minors = modest; unknown age defaults to adult neutral
+- **Gender expression**: Respect presented
+- **Material authenticity**: No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics
+- **Period Production Authenticity**: For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection
+- **Composition boundaries**: No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Failure Mode Flags**: Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.)
+- **Silent validation**: Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw subject entirely from scratch in **Remedios Varo's mystical surrealist style (1955-1963)**.
+- Preserve likeness through **mystical transformation** and alchemical symbolism.
+- **Timeframe**: Peak mystical period in Mexican exile, especially spiritual quest narratives (1955-1963).
+- **Degree of likeness**: Mystically idealized; emphasis on spiritual transformation and feminine magical realism.
+- **Emotional tone**: Mystically transformative, alchemically magical, spiritually transcendent, femininely powerful.
+- **Pose conventions**: Mystical positioning; integration with alchemical and magical elements within tower laboratories.
+- **IP Safeguard Declaration**: Create original mystical transformation avoiding copyrighted Varo estate elements and specific alchemical apparatus designs.
+- **Face-Treatment Flag**: `mystical-elongated-precision`
+- **Pose Flag**: `mystical-seeker-positioning`
+- **Canvas Control Flag**: `spiritual-extend-background`
+- **Media Hybrid Flag**: `mystical-mixed-media`
+- **Style Dominance**: The final result must be a mystical painting emphasizing spiritual transformation and feminine magical power through precise alchemical technique.
+- **Mode Selector**: Gallery fine art with mystical authenticity and museum-quality precision.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4` (portrait for mystical seeker studies and tower laboratory scenes)
+- `4:3` (landscape for initiatory journey environments and alchemical apparatus)
+- `4:5` (elongated portrait for tower architecture and vertical spiritual ascension)
+- `1:1` (square for mandala-like mystical compositions and alchemical circles)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background with mystical architectural environments (towers, laboratories, liminal threshold spaces) following spiritual geometry principles
+- **Spatial Allocation**: Subject placement according to alchemical proportions and sacred geometry within mystical narrative structure
+- **Background Treatment**: Detailed extension of controlled mystical environments with precise architectural rendering and atmospheric luminosity
+- **Format Justification**: Canvas ratio optimized for Varo's mystical narrative structure and spiritual transformation visualization
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Medium/Production Method**: Oil on Masonite hardboard with meticulous multi-layered preparation. Gesso ground prepared with incising network using quartz crystals possibly charged by moonlight. Modified brushes with 1-2 bristles remaining for extraordinary precision. Selective mother-of-pearl inlay (0.5mm thickness) reserved for spiritually enlightened figures. Graffito detailing using sewing needles of various sizes.
+
+**Thematic Purpose**: Mapping the soul's initiatory journey (viaje iniciático) toward spiritual enlightenment; feminine mysticism challenging patriarchal authority; alchemical transformation as metaphor for psychological integration; synthesis of science and magic through precision and wonder.
+
+**Period Framing**: Mexican Surrealist exile period (1941-1963) with specific focus on mature mystical work (1955-1963). European esoteric tradition synthesis with Mexican cultural integration and feminine spiritual authority reclamation.
+
+**5 Hallmark Motifs with Quantified Specifications**:
+
+1. **Mystical Tower Laboratories**: Architectural spaces containing alchemical apparatus - 70-80% interior detail precision with scientific instrument accuracy
+2. **Solitary Mystical Seekers**: Elongated figures (120-150% normal proportions) with owl-like or hybrid creature characteristics, 90% recognizably human
+3. **Alchemical Apparatus Integration**: Intricate mystical machines processing invisible forces - 100% mechanical precision with impossible function
+4. **Weaving and Thread Symbolism**: Figures creating reality through textile manipulation - 60-70% of composition involving creative transformation
+5. **Birds and Flight Imagery**: Symbols of spiritual transcendence and creative power - 80-90% naturalistic accuracy within mystical context integration
+
+**Tone Tag**: Mystical precision, feminine spiritual authority, alchemical transformation, initiatory quest journey.
+
+**Innovation Line**: Alchemical technique synthesis (incising, graffito, controlled decalcomania, mother-of-pearl inlay) enabling systematic spiritual visualization through material precision.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Anchors with Measurement Specifications**:
+
+**Line Quality & Tool Marks**: Modified brush technique with 1-2 bristles remaining creating extraordinary linear precision. Graffito detailing using sewing needles producing 0.1-0.2mm line width. Incising foundation creating preferential oil absorption patterns with 0.2-0.3mm depth. All tool marks serve spiritual visualization purpose.
+
+**Alchemical Technique Sequences**:
+
+- **Incising Foundation**: Fine shallow scratches covering 40-60% of gesso ground using quartz crystals, creating texture network that preferentially absorbs oil paint
+- **Controlled Decalcomania**: Planned organic texture creation for specific elements (rocky surfaces, tree foliage, atmospheric effects) covering 20-30% of composition
+- **Oil Paint Application**: Traditional fat-over-lean technique with transparent glazing layers building luminous depth
+- **Graffito Detailing**: Needle-scratching through paint layers revealing white ground beneath, creating delicate highlights and intricate details
+
+**Texture Thickness Specifications**: Smooth surface application with minimal impasto. Paint layers 2-4mm maximum thickness. Mother-of-pearl inlay embedded flush with gesso surface. Incised areas showing subtle texture variation through differential paint absorption.
+
+**Edge Treatment**: Sharp, precise contours maintaining Renaissance draftsmanship standards. No lost edges - every form clearly delineated. Mystical apparatus rendered with scientific illustration accuracy within impossible contexts.
+
+**Detail Hierarchy with Proportional Specifications**:
+
+- Alchemical apparatus: 100% scientific precision with mechanical impossibility
+- Mystical figures: 95% detail with spiritual idealization
+- Architectural environments: 90% precision with atmospheric luminosity
+- Background elements: 80% detail maintaining mystical coherence
+
+**Material Simulation with Authentic Characteristics**: Every surface (stone, metal, fabric, organic matter) rendered with material-specific behavior. Mother-of-pearl exhibits authentic iridescent light-catching properties. Incised areas show genuine oil absorption differential effects.
+
+**Pose Anchors**:
+
+- Spiritual elongation: 120-150% vertical proportion enhancement
+- Mystical gesture precision: Hand positions accurate to alchemical practice traditions
+- Seeker positioning: Classical contrapposto adapted to laboratory environments
+- Eye contact: Direct spiritual engagement with viewer or mystical apparatus focus
+
+**Scale Hierarchy**: Proportional relationships follow mystical rather than realistic logic - spiritual significance determines scale (apparatus 150-200% enlarged, seekers 120-150% elongated, symbolic elements sized according to spiritual importance).
+
+**Material Authenticity**: Authentic oil painting surface with period-appropriate mixed media integration. Mother-of-pearl inlay exhibits genuine iridescent properties. Incising effects show authentic tool marks and oil absorption patterns.
+
+**Period Consistency**: All technical methods documented from 1955-1963 Varo studio practice in Mexico City. Alchemical apparatus designs follow period esoteric illustration accuracy.
+
+**Canvas Adaptation**: Composition specifically designed for declared aspect ratio with mystical narrative elements extending naturally to fill frame following spiritual geometry principles.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks**:
+
+- **Mystical Robes**: Medieval-inspired flowing garments in earth tones (ochres, umbers, muted golds) with precise fabric drape physics
+- **Alchemical Practitioner**: Hybrid contemporary/timeless clothing suitable for laboratory work with mystical accessory integration
+- **Spiritual Seeker**: Practical journey clothing adapted for liminal threshold crossing and mystical apparatus operation
+
+**Fabric Behavior**: All textiles rendered with material physics accuracy and spiritual significance. Flowing robes exhibit wind interaction and gravitational drape. Fabric textures show authentic weave patterns and dye characteristics. Mystical garments may incorporate impossible elements while maintaining material plausibility.
+
+**Accessory Caps**: Moderate mystical integration (2-3 accessories) - each accessory carrying alchemical or spiritual significance from documented esoteric traditions.
+
+**Color Palette Restrictions**: Earth-tone dominated palette (golden ochres, burnt umbers, muted greens, warm grays, selective bright accents). All pigments authentic to 1955-1963 availability with traditional mixing limitations. Luminous effects achieved through glazing technique rather than artificial brightness.
+
+**Wardrobe Variation Required**: Primary garment treatment cycles through mystical traditions - avoid identical spiritual presentation. Each iteration requires different alchemical or esoteric cultural reference (European medieval, Mexican indigenous, Eastern mystical, hermetic tradition).
+
+**Props**:
+
+- **1 Hero Prop**: Selected from alchemical apparatus (astrolabe, alembic, mystical machine, scientific instrument adapted for spiritual use)
+- **Optional 1 Micro Prop**: Small mystical elements (crystals, threads, keys, symbolic objects bridging material and spiritual realms)
+
+**YAML Prop Pools**:
+
+```yaml
+alchemical_apparatus:
+  - mystical_astrolabe: "celestial navigation instrument with impossible precision"
+  - glass_alembic: "distillation apparatus processing spiritual essences"
+  - thread_spinning_wheel: "reality-weaving device creating world fabric"
+  - starlight_funnel: "apparatus channeling cosmic forces into tangible form"
+  - sound_crystallizer: "machine converting music into visible light or solid form"
+  - time_measurement_device: "clock or hourglass with mystical temporal properties"
+
+spiritual_elements:
+  - quartz_crystal: "natural mineral charged with mystical properties"
+  - golden_key: "unlocking spiritual mysteries or dimensional barriers"
+  - sacred_thread: "invisible connection binding all reality elements"
+  - luminous_orb: "concentrated spiritual energy in spherical containment"
+  - feather_quill: "writing implement channeling divine inspiration"
+  - small_bird: "spiritual messenger or soul representation"
+```
+
+**Coherence Filter**: All wardrobe and prop elements support 1955-1963 Mexican exile context with authentic esoteric tradition integration. Fallback to simple mystical presentation if anachronistic elements detected.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2)**:
+
+- ❌ "original aspect ratio", "source dimensions", "unmodified framing"
+- ❌ "decorative facial elements", "ornamental jewelry", "surface ornamentation", "jeweled accessories"
+- ❌ "masculine figures", "male seekers", "patriarchal spiritual authority"
+- ❌ "crude technique", "loose brushwork", "uncontrolled surface effects"
+- ❌ "secular imagery", "mundane environments", "non-mystical content"
+
+**Canvas Positives (≥2)**:
+
+- ✅ "exactly [declared ratio]", "recomposed for [format name]"
+- ✅ "unadorned contemplative features", "large spiritual eyes", "clean facial treatment"
+- ✅ "feminine mystical authority", "androgynous seeker figures", "female spiritual protagonists"
+- ✅ "incising foundation technique", "graffito needle precision", "mother-of-pearl selective inlay"
+- ✅ "spiritual luminosity through technique", "mystical glow via glazing", "authentic surface treatment"
+
+**Vocabulary Warnings**: Avoid "decorative," "pretty," "ornamental" - use "mystically charged," "spiritually significant," "alchemically precise." Avoid "random" - use "spiritually guided," "mystically determined," "alchemically structured."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**:
+
+- **For Portrait Ratios (3:4, 4:5)**: Mystical seeker dominance ≥70% with tower laboratory integration, vertical spiritual ascension emphasis
+- **For Landscape Ratios (4:3, 16:9)**: Alchemical apparatus environment ≥50%, mystical landscape with initiatory journey progression across horizontal space
+- **For Square (1:1)**: Central mystical focus with radial alchemical element distribution, mandala-like spiritual geometry integration
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+- **Perspective Regime**: Renaissance single-point perspective maintained within mystical architectural spaces. Sacred geometry proportions applied to spatial relationships.
+- **Grid/Symmetry**: Spiritual geometry organization following alchemical proportion systems and feminine sacred mathematics
+- **Figure:Ground %**: Mystical seeker 60-70%, alchemical environment 30-40%, no areas without spiritual significance - every surface carries mystical content
+- **Density %**: High precision density through incising and graffito techniques - 80-90% of surface showing detailed mystical content
+- **Lighting Logic**: Mystical luminosity following spiritual rather than physical light sources. Multiple light sources permitted when spiritually significant. Emphasis on otherworldly glow and sacred illumination.
+- **Detail:Negative Space Ratio**: Minimal negative space - every area populated with mystical detail or alchemical apparatus optimized for declared ratio viewing distance
+
+**REQUIRED ANCHORS**:
+
+- **Surface Context**: Oil on Masonite with mystical preparation methods and period-appropriate mixed media integration including selective mother-of-pearl inlay
+- **Frame/Band Anchor**: No external frames - composition exists within canvas boundaries with possible mystical element extension to edges
+- **Production Context**: 1955-1963 Mexican exile studio methods with documented alchemical technique applications and authentic material sources
+- **Ratio Enforcement**: Composition designed specifically for declared aspect ratio with mystical narrative elements following spiritual geometry principles
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: Omit entirely - Varo's mystical surrealism emphasized pure spiritual vision without text integration
+
+**Text Policy**: No typography permitted. All mystical content communicated through visual symbolism and alchemical apparatus precision. Any text elements would violate authentic Varo aesthetic approach focusing on spiritual revelation through image alone.
+
+**Historical Accuracy**: Varo's gallery works excluded text integration - maintained mystical art purity through visual spiritual communication exclusively. Mystical knowledge transmitted through symbol and technique rather than written language.
+
+------
+
+## Varo-Specific Guardrails
+
+### **Mystical Transformation Implementation**:
+
+- All spiritual elements must follow documented esoteric tradition accuracy rather than fantasy invention
+- Alchemical apparatus designs based on historical scientific instruments adapted for impossible mystical functions
+- Feminine spiritual authority emphasized - female figures as active creators and seekers, never passive subjects
+- Initiatory journey themes integrated organically within mystical laboratory or liminal threshold environments
+
+### **Technical Authentication**:
+
+- Incising technique must show authentic quartz crystal tool marks and differential oil absorption effects
+- Mother-of-pearl inlay limited to spiritually significant figures (maximum 4 faces per major work based on documented usage)
+- Graffito detailing authentic to sewing needle tool marks and white gesso revelation beneath paint layers
+- Controlled decalcomania effects planned rather than random, serving specific mystical environmental needs
+
+### **Spiritual Vocabulary Restrictions**:
+
+- Only documented esoteric traditions permitted (European alchemy, Jungian psychology, Gurdjieff/Ouspensky teachings, Mexican mysticism)
+- Feminine mystical empowerment themes authentic to 1950s spiritual feminism rather than modern interpretations
+- Tower and cage symbolism representing patriarchal confinement with authentic escape/transcendence resolution
+- Alchemical Great Work symbolism focused on psychological transformation rather than literal material transmutation
+
+### **Period Consistency Requirements**:
+
+- All mystical apparatus, fashion, and cultural elements authentic to 1940s-1960s Mexican exile context
+- Esoteric tradition integration limited to sources available in 1950s Spanish/French translations
+- Scientific instrument accuracy following 1950s precision capabilities adapted for mystical impossibility
+- Cultural synthesis respecting Mexican indigenous traditions without appropriation - focusing on European exile perspective
+
+### **Mystical Precision Standards**:
+
+- Every alchemical apparatus component must have logical (though impossible) function within mystical context
+- Architectural spaces follow authentic medieval/Renaissance building techniques with mystical adaptations
+- Material physics accuracy maintained even within spiritual transformation contexts
+- Luminosity effects achieved through authentic oil glazing techniques rather than artificial digital brightening
+
+---
diff --git a/styles/surrealism/rene_magritte_conceptual_surrealism.md b/styles/surrealism/rene_magritte_conceptual_surrealism.md
new file mode 100644
index 0000000..627e47f
--- /dev/null
+++ b/styles/surrealism/rene_magritte_conceptual_surrealism.md
@@ -0,0 +1,354 @@
+---
+id: rene_magritte_conceptual_surrealism
+group: "Surrealism"
+movement: "Conceptual Surrealism"
+artist: "René Magritte"
+display_name: "René Magritte — Conceptual Precision"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["4:5", "4:3", "1:1"]
+ratios_status: "provisional"
+ratios_notes: "Magritte staged bowler men on 4:5 easels, suburban façades on 4:3 canvases, and conceptual icons in perfect squares."
+modes: ["Bowler Portrait", "Suburban Tableau", "Conceptual Icon"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "Position anonymous bourgeois figures against flat-sky backdrops; repeat forms rhythmically when multiples appear."
+  identity_priority: ["commercial-precision", "conceptual-symbol", "gesture"]
+about: >
+  Magritte painted impossible ideas with the calm polish of an advertising studio. This card reproduces his 1929–1967 method:
+  invisible brushwork, bowler hats, green apples, floating rocks, and suburban rooms that betray logic.
+---
+
+# René Magritte
+
+**Version:** 4.2 (Magritte Specialized) **Artist Period:** 1926-1967 (Peak Conceptual Period: 1929-1940; Mature Period: 1949-1967) **Primary Technique:** Conceptual Surrealism via Commercial Illustration Precision and Philosophical Inquiry
+
+------
+
+## Renderer-Agnostic Adapter
+
+- **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+- **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+- **Style over likeness:** Likeness via conceptual transformation and philosophical questioning; recognizable through impossible scenarios rendered with commercial precision.
+- **Technical Measurement Authority:** Quantitative specifications ("invisible brushwork 0mm texture", "flat finish 1-2mm thickness", "bowler hat 95mm diameter") override descriptive language.
+- **Process-Over-Result Priority:** Commercial illustration technique (flat application→invisible brushwork→conceptual impossibility integration) supersede visual appearance descriptions.
+- **Custom Flag Authorization:** Magritte-specific conceptual transformations permitted when standard surrealist options fail authenticity requirements.
+- **Anti-Conventional Bias:** Authority to generate philosophically disturbing or logically impossible imagery when historically accurate to conceptual inquiry method.
+
+### **Magritte-Specific Face-Treatment Flags (choose one):**
+
+- `commercial-illustration-precision`: Photographic accuracy with invisible brushwork, commercial advertisement clarity
+- `conceptual-obscuration-apple`: Face concealed by floating green apple maintaining perfect realistic rendering
+- `conceptual-obscuration-shroud`: Face covered by draped fabric with material physics accuracy
+- `conceptual-fragmentation-geometric`: Face divided or duplicated following impossible logic with seamless technical execution
+- `bowler-hat-everyman-anonymous`: Generic bourgeois features beneath signature bowler hat, emphasizing anonymous middle-class uniformity
+
+### **Magritte-Specific Pose Flags (choose one):**
+
+- `bourgeois-formal-positioning`: Classical contrapposto stance in business suit within impossible conceptual context
+- `conceptual-impossibility-calm`: Ordinary positioning despite extraordinary circumstances, maintaining matter-of-fact composure
+- `everyman-anonymous-stance`: Generic middle-class posture emphasizing conformity and social invisibility
+- `philosophical-inquiry-positioning`: Figure placement designed to question visual assumptions and reality perception
+- `commercial-advertisement-clarity`: Positioning optimized for clear conceptual communication like product advertisement
+
+### **Magritte Canvas Control Flags (choose one):**
+
+- `strict-reframe-conceptual`: Recompose entirely for philosophical inquiry and conceptual transformation
+- `bourgeois-extend-background`: Extend ordinary domestic or architectural environments with precise commercial technique
+- `conceptual-adaptation`: Canvas adaptation following philosophical questioning logic and visual impossibility principles
+
+### **Missing Renderer-Agnostic Guardrails**:
+
+- **Media Hybrid Flag (optional)**: `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`
+- **Material Physics Authority**: Substrate, tool, and binding agent specifications override aesthetic preferences
+- **Scale-Dependent Technique**: Viewing distance requirements affect brushwork precision and detail hierarchy
+- **Cultural Production Authenticity**: Indigenous and traditional methods take precedence over modern interpretations
+- **Quantifiers authoritative**: numeric anchors are targets
+- **Text policy**: Only render text if Section 8 authorizes
+- **Safety/IP**: No nudity/gore; no real logos/watermarks/signatures
+- **Age & wardrobe guardrail**: Minors = modest; unknown age defaults to adult neutral
+- **Gender expression**: Respect presented
+- **Material authenticity**: No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics
+- **Period Production Authenticity**: For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection
+- **Composition boundaries**: No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+- **Failure Mode Flags**: Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.)
+- **Silent validation**: Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw subject entirely from scratch in **René Magritte's conceptual surrealist style (1926-1967)**.
+- Preserve likeness through **conceptual transformation** and philosophical questioning.
+- **Timeframe**: Peak conceptual period emphasizing visual philosophy (1929-1940) or mature mysterious clarity (1949-1967).
+- **Degree of likeness**: Precisely realistic yet conceptually impossible; emphasis on philosophical questions about perception and reality.
+- **Emotional tone**: Conceptually mysterious, philosophically questioning, visually impossible, intellectually provocative, matter-of-factly surreal.
+- **Pose conventions**: Ordinary positioning within extraordinary conceptual contexts; bourgeois formality amid impossible scenarios.
+- **IP Safeguard Declaration**: Create original conceptual transformation avoiding copyrighted Magritte estate elements and specific symbolic combinations.
+- **Face-Treatment Flag**: `commercial-illustration-precision`
+- **Pose Flag**: `bourgeois-formal-positioning`
+- **Canvas Control Flag**: `conceptual-adaptation`
+- **Style Dominance**: The final result must be a conceptual painting that questions reality through impossible yet precisely rendered imagery using commercial illustration technique.
+- **Mode Selector**: Gallery fine art with philosophical inquiry authenticity and museum-quality commercial precision.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `3:4` (portrait for individual conceptual studies and face-obscuration works)
+- `4:3` (landscape for architectural impossibilities and environmental concepts)
+- `1:1` (square for balanced conceptual compositions and philosophical statements)
+- `4:5` (intimate portrait for close conceptual examination)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background with ordinary domestic or architectural environments rendered with commercial illustration precision
+- **Spatial Allocation**: Subject placement according to commercial advertisement hierarchy within conceptual impossibility framework
+- **Background Treatment**: Seamless extension of bourgeois environments (cloudy skies, architectural elements, domestic interiors) with matter-of-fact precision
+- **Format Justification**: Canvas ratio optimized for Magritte's conceptual clarity and philosophical communication structure
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Medium/Production Method**: Oil on canvas with commercial illustration preparation methods. Canvas prepared with smooth gesso surface. Oil paints applied in thin, controlled layers achieving invisible brushwork. Fat-over-lean technique with completely smooth surface finish. No visible texture or impasto - surface quality comparable to commercial advertisement illustration.
+
+**Thematic Purpose**: Questioning the relationship between images, words, and reality; exposing the arbitrary nature of representation; challenging preconditioned perceptions through visual philosophy; making ordinary objects mysterious through displacement and impossible juxtaposition.
+
+**Period Framing**: Belgian Surrealism (1920s-1960s) with specific focus on conceptual period questioning perception and reality. Commercial art background influencing fine art technique with advertising precision applied to philosophical content.
+
+**5 Hallmark Motifs with Quantified Specifications**:
+
+1. **Bowler Hat Everyman**: Anonymous middle-class figures in business suits - 90% generic bourgeois accuracy, 95mm diameter bowler hats, complete facial anonymity emphasis
+2. **Face Obscuration Techniques**: Green apples, fabric shrouds, geometric displacement - 80-90% face concealment while maintaining human recognizability
+3. **Impossible Scale Relationships**: Objects dramatically enlarged or miniaturized - 200-500% scale distortions of ordinary items within realistic rendering
+4. **Material Physics Impossibilities**: Solid objects rendered as transparent, heavy items floating, impossible transformations - 100% technical accuracy applied to impossible scenarios
+5. **Commercial Illustration Precision**: Every surface rendered with advertising-quality clarity - 100% material accuracy (fabric texture, metal reflection, organic matter detail)
+
+**Tone Tag**: Conceptually mysterious, philosophically questioning, matter-of-factly surreal, bourgeois-ordinary-made-extraordinary.
+
+**Innovation Line**: Commercial illustration technique precision applied to philosophical inquiry enabling systematic visual questioning of reality and perception through impossible scenarios rendered with advertising clarity.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Anchors with Measurement Specifications**:
+
+**Line Quality & Tool Marks**: Completely invisible brushwork achieved through commercial illustration technique. No brush strokes visible under magnification. Clean, sharp contours throughout. Every edge precisely defined with commercial advertisement clarity.
+
+**Commercial Illustration Technique Sequences**:
+
+- **Smooth Surface Foundation**: Canvas preparation achieving porcelain-like smoothness through multiple gesso applications
+- **Flat Oil Application**: Paint applied in thin, controlled layers with invisible brush marks (1-2mm maximum thickness)
+- **Material Precision Rendering**: Every surface (fabric, metal, organic matter, architectural elements) rendered with commercial advertisement accuracy
+- **Conceptual Integration**: Impossible elements integrated seamlessly with same technical precision as possible elements
+
+**Texture Thickness Specifications**: Completely flat surface finish. Paint layers 1-2mm maximum thickness. No impasto or visible texture. Surface smoothness comparable to commercial advertisement illustration or photography.
+
+**Edge Treatment**: Sharp, precise contours maintaining commercial illustration standards. No lost edges - every form clearly delineated. Impossible elements rendered with same technical clarity as ordinary objects.
+
+**Detail Hierarchy with Proportional Specifications**:
+
+- Primary conceptual elements: 100% commercial illustration precision
+- Secondary realistic elements: 100% material accuracy maintaining equal focus
+- Background environments: 95% architectural and atmospheric precision
+- All elements maintain equal technical quality - no hierarchy of rendering precision
+
+**Material Simulation with Authentic Characteristics**: Every surface exhibits material-specific behavior with commercial accuracy. Fabric shows authentic weave and drape, metal displays period-appropriate reflection patterns, organic matter exhibits botanical accuracy, architectural elements show construction material precision.
+
+**Pose Anchors**:
+
+- Bourgeois formality: Classical contrapposto adapted to business suit posture (15-20 degree head angles)
+- Anonymous positioning: Generic middle-class stance avoiding individual personality expression
+- Conceptual composure: Ordinary positioning maintained despite extraordinary circumstances
+- Commercial clarity: Figure positioning optimized for philosophical message communication
+
+**Scale Hierarchy**: Proportional relationships follow conceptual rather than realistic logic - impossible scale shifts (200-500% enlargements/reductions) rendered with technical precision equal to properly scaled elements.
+
+**Material Authenticity**: Authentic oil painting surface with commercial illustration characteristics. Completely smooth finish requiring close examination viewing. No digital simulation of traditional media effects.
+
+**Period Consistency**: All technical methods documented from 1926-1967 Magritte studio practice in Brussels. Commercial art background influencing fine art technique with period-appropriate materials and methods.
+
+**Canvas Adaptation**: Composition designed specifically for declared aspect ratio with conceptual narrative elements extending naturally following philosophical inquiry principles rather than decorative space-filling.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks**:
+
+- **Bourgeois Business Formal**: Conservative 1920s-1960s European business suits, bowler hats, white shirts, conservative ties rendered with commercial illustration precision
+- **Anonymous Middle-Class**: Generic contemporary professional attire emphasizing social conformity and individual invisibility
+- **Period-Appropriate Feminine**: Conservative 1920s-1960s women's fashion when appropriate to subject, avoiding decoration that disrupts conceptual focus
+- **Everyman Uniformity**: Clothing as social uniform rather than individual expression, emphasizing generic bourgeois conformity
+
+**Fabric Behavior**: All textiles rendered with commercial illustration accuracy showing authentic material physics. Business suit wool displaying proper drape and sheen. Cotton shirts showing authentic weave characteristics. All clothing maintaining period-appropriate construction and fit.
+
+**Accessory Caps**: Minimal integration (1-2 accessories maximum) - bowler hats essential, occasional umbrellas, pipes, or generic bourgeois accessories carrying conceptual rather than decorative significance.
+
+**Color Palette Restrictions**: Muted commercial palette dominated by grays, navy blues, earth tones, conservative colors. Limited bright accents (red ties, green apples) used strategically for conceptual emphasis. All colors authentic to commercial illustration standards and period accuracy.
+
+**Wardrobe Variation Required**: Primary garment treatment cycles through bourgeois professional variations - avoid identical business suit presentations. Each iteration requires different conservative professional styling while maintaining anonymous middle-class uniformity.
+
+**Props**:
+
+- **1 Hero Prop**: Selected from documented Magritte iconography (green apple, bowler hat, umbrella, pipe, mirror, book, architectural element)
+- **Optional 1 Micro Prop**: Small conceptual elements (keys, birds, clouds, geometric shapes) integrated for philosophical inquiry
+
+**YAML Prop Pools**:
+
+```yaml
+conceptual_elements:
+  - green_apple: "crisp perfect apple used for face obscuration or impossible placement"
+  - bowler_hat: "95mm diameter anonymous middle-class uniform headwear"
+  - black_umbrella: "bourgeois weather protection tool in impossible contexts"
+  - wooden_pipe: "smoking implement questioning image-reality relationships"
+  - architectural_mirror: "reflection device revealing conceptual impossibilities"
+  - closed_book: "knowledge container with mysterious unopened content"
+
+impossible_scenarios:
+  - floating_rocks: "heavy stone objects defying gravity with matter-of-fact presentation"
+  - scale_disruptions: "ordinary objects at impossible sizes maintaining technical precision"
+  - material_transformations: "solid objects rendered transparent or in impossible states"
+  - spatial_impossibilities: "architectural elements in conceptually impossible arrangements"
+  - time_paradoxes: "day/night simultaneity or temporal impossibilities"
+  - identity_questions: "face obscuration or duplication raising identity concerns"
+
+architectural_elements:
+  - stone_wall_parapet: "low wall elements for figure placement and background structure"
+  - window_frames: "domestic architecture revealing impossible exterior views"
+  - interior_rooms: "bourgeois domestic spaces with conceptual disruptions"
+  - cloudy_skies: "atmospheric backgrounds with bright blue and white clouds"
+```
+
+**Coherence Filter**: All wardrobe and prop elements support 1926-1967 Belgian/European bourgeois context with authentic commercial illustration accuracy. Fallback to simple conservative presentation if anachronistic elements detected.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2)**:
+
+- ❌ "original aspect ratio", "source dimensions", "unmodified framing"
+- ❌ "emotional brushwork", "expressionistic technique", "visible paint texture", "artistic flourishes"
+- ❌ "conventional logical relationships", "realistic spatial arrangements", "ordinary object placement"
+- ❌ "bohemian styling", "individualistic fashion", "decorative accessories", "artistic dress"
+- ❌ "abstract imagery", "non-representational elements", "purely emotional content"
+
+**Canvas Positives (≥2)**:
+
+- ✅ "exactly [declared ratio]", "recomposed for [format name]"
+- ✅ "commercial illustration precision", "invisible brushwork", "advertisement clarity"
+- ✅ "conceptual impossibility", "philosophical questioning", "visual paradox integration"
+- ✅ "bourgeois anonymity", "middle-class conformity", "generic professional attire"
+- ✅ "matter-of-fact surrealism", "ordinary technique extraordinary content", "commercial technique philosophical inquiry"
+
+**Vocabulary Warnings**: Avoid "artistic," "expressive," "emotional" - use "conceptual," "philosophical," "matter-of-fact." Avoid "decorative" - use "conceptually significant," "philosophically loaded," "reality-questioning."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**:
+
+- **For Portrait Ratios (3:4, 4:5)**: Subject dominance ≥70% with conceptual element integration, philosophical inquiry emphasis through close examination
+- **For Landscape Ratios (4:3, 16:9)**: Architectural or environmental context ≥40%, conceptual impossibility distributed across horizontal space following commercial layout principles
+- **For Square (1:1)**: Central conceptual focus with balanced impossible element distribution, equal weight between figure and philosophical context
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+- **Perspective Regime**: Traditional Renaissance single-point perspective maintained even within impossible spatial relationships. Mathematical precision applied to conceptual impossibilities.
+- **Grid/Symmetry**: Commercial advertisement layout principles with classical Renaissance symmetry adapted to philosophical content rather than product promotion.
+- **Figure:Ground %**: Primary figure 60-70%, conceptual environment 30-40%, no areas without philosophical significance - every surface carrying conceptual inquiry weight.
+- **Density %**: Moderate precision density allowing conceptual clarity - 60-70% detailed content with strategic negative space for philosophical contemplation.
+- **Lighting Logic**: Even, commercial illustration lighting avoiding dramatic shadows. Single light source with consistent behavior applied to both possible and impossible elements equally.
+- **Detail:Negative Space Ratio**: Balanced relationship - sufficient detail for commercial clarity with negative space supporting conceptual focus optimized for declared ratio viewing.
+
+**REQUIRED ANCHORS**:
+
+- **Surface Context**: Oil on canvas with commercial illustration surface preparation achieving advertisement-quality smoothness requiring close viewing for technical appreciation.
+- **Frame/Band Anchor**: No external frames - composition exists within canvas boundaries with conceptual elements extending naturally to edges without decorative framing.
+- **Production Context**: 1926-1967 Belgian studio methods combining commercial art background with fine art application using documented Magritte techniques and period-appropriate materials.
+- **Ratio Enforcement**: Composition designed specifically for declared aspect ratio with conceptual philosophical elements following commercial layout hierarchy rather than random placement.
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: Selective integration permitted when authentic to conceptual inquiry tradition or documented Magritte practice
+
+**Text Policy**: Typography only permitted when essential to philosophical inquiry (image-word relationship questioning). Most famous application: "Ceci n'est pas une pipe" from The Treachery of Images. Text must question reality rather than describe or decorate.
+
+**If Typography Permitted**:
+
+- **Conceptual Integration Authenticity**: Only text that questions image-reality relationships following documented Magritte philosophical inquiry methods
+- **Commercial Lettering Style**: Simple, clear commercial typography appropriate to 1920s-1960s Belgian/European commercial illustration standards
+- **Reality Questioning Function**: Text elements challenging viewer assumptions about representation, image-object relationships, language-reality connections
+- **Language Authenticity**: French or English period-appropriate phrasing with documented philosophical questioning content
+- **Minimal Integration**: Maximum 1-2 short phrases positioned for conceptual impact rather than decorative effect
+
+**Period Typography Restrictions**: Hand-lettered or simple commercial typesetting following 1920s-1960s commercial illustration conventions. No modern digital typography or contemporary font designs.
+
+**Historical Accuracy**: All text elements must derive from documented Magritte philosophical inquiry methods or period-equivalent conceptual questioning with authentic commercial illustration characteristics.
+
+------
+
+## Magritte-Specific Guardrails
+
+### **Conceptual Transformation Implementation**:
+
+- All impossible elements must be rendered with identical technical precision to possible elements - no visual hierarchy between real and surreal
+- Philosophical questioning emphasized over pure fantasy - every impossibility serves conceptual inquiry purpose
+- Matter-of-fact presentation essential - extraordinary content presented with commercial illustration ordinariness
+- Visual paradoxes integrated seamlessly without calling attention to technique rather than concept
+
+### **Commercial Illustration Authentication**:
+
+- Surface quality must achieve advertisement-level smoothness and precision with invisible brushwork under magnification
+- Material rendering accuracy applied equally to possible and impossible elements maintaining commercial illustration standards
+- Color palette restricted to commercial illustration conventions with strategic accent colors for conceptual emphasis
+- Technical execution prioritizing conceptual clarity over artistic expression or emotional content
+
+### **Bourgeois Anonymous Identity Requirements**:
+
+- Business suit accuracy following 1920s-1960s European professional fashion with authentic construction and materials
+- Bowler hat specifications (95mm diameter) maintained consistently as symbol of middle-class conformity and anonymity
+- Generic facial features avoiding individual personality expression - emphasis on universal everyman characteristics
+- Clothing as social uniform rather than personal expression, supporting themes of conformity and identity questioning
+
+### **Philosophical Inquiry Standards**:
+
+- Every compositional decision must serve conceptual questioning rather than aesthetic beauty or emotional expression
+- Impossible elements integrated to challenge viewer assumptions about reality, perception, and representation
+- Commercial technique precision enabling clear philosophical communication without artistic distraction
+- Matter-of-fact presentation of extraordinary content maintaining intellectual rather than emotional engagement
+
+### **Period Consistency Requirements**:
+
+- All cultural elements authentic to 1926-1967 Belgian/European bourgeois context with commercial illustration accuracy
+- Fashion, architecture, and objects limited to period-appropriate items with documented commercial illustration rendering methods
+- Technical methods following Magritte studio practice combining commercial art background with fine art precision
+- Conceptual content addressing philosophical questions accessible to period intellectual context rather than contemporary theory
+
+### **Reality-Questioning Technique Rules**:
+
+- Visual impossibilities must maintain logical internal consistency - impossible scenarios rendered with realistic precision
+- Scale disruptions, material transformations, and spatial paradoxes integrated seamlessly with commercial illustration accuracy
+- Face obscuration techniques (apples, shrouds, geometric displacement) applied with material physics accuracy despite impossible placement
+- Every impossible element serving documented philosophical inquiry themes rather than arbitrary surreal decoration
+
+---
diff --git a/styles/surrealism/salvador_dali_hyperreal_surrealism.md b/styles/surrealism/salvador_dali_hyperreal_surrealism.md
new file mode 100644
index 0000000..e819be4
--- /dev/null
+++ b/styles/surrealism/salvador_dali_hyperreal_surrealism.md
@@ -0,0 +1,314 @@
+---
+id: salvador_dali_hyperreal_surrealism
+group: "Surrealism"
+movement: "Paranoiac-Critical Surrealism"
+artist: "Salvador Dalí"
+display_name: "Salvador Dalí — Paranoiac Hyperrealism"
+style_scope: "single-artist"
+hero_image: null
+ratios: ["4:5", "3:4", "16:9"]
+ratios_status: "provisional"
+ratios_notes: "Dalí’s portraits live on 4:5 easels, classical tableaux on 3:4, and Catalan dreamscapes stretch to 16:9 panoramas."
+modes: ["Paranoiac Portrait", "Classical Tableau", "Catalan Dreamscape"]
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+multi_subject:
+  allowed: true
+  max_subjects: 3
+  layout_hint: "Stage a dominant protagonist with up to two symbolic doubles or apparitions; maintain Renaissance space."
+  identity_priority: ["hyperreal-features", "symbolic-props", "gesture"]
+about: >
+  Dalí fused Renaissance craft with dream logic, rendering impossible scenes in microscope-level oil realism. This card enforces
+  his paranoiac-critical method—melting clocks, Catalan coastlines, double images—while keeping likeness razor sharp.
+---
+
+# Salvador Dalí
+
+**Version:** 4.2 (Dalí Specialized) **Artist Period:** 1929-1989 (Peak Surrealist: 1929-1940; Nuclear Mysticism: 1950s-1980s) **Primary Technique:** Hyperrealistic Surrealism via Paranoiac-Critical Method
+
+------
+
+## Renderer-Agnostic Adapter
+
+  - **Constraint precedence:** Sections **1→8** are **hard constraints**; earlier overrides later.
+  - **Canvas Override Mandate:** Always ignore source image dimensions; compose for declared target aspect ratio.
+  - **Style over likeness:** Likeness via hyperrealistic precision within dreamlike distortion; photographic accuracy applied to impossible scenarios.
+  - **Technical Measurement Authority:** Quantitative specifications ("3-5mm impasto thickness", "invisible brushwork", "150% neck elongation") override descriptive language.
+  - **Process-Over-Result Priority:** Oil-over-lean layering technique, linseed oil mixing ratios, Renaissance preparation methods supersede visual appearance descriptions.
+  - **Custom Flag Authorization:** Dalí-specific paranoid-critical transformations permitted when standard surrealist options fail authenticity requirements.
+  - **Anti-Conventional Bias:** Authority to generate psychologically disturbing or melting imagery when historically accurate to paranoiac-critical method.
+
+  ### **Dalí-Specific Face-Treatment Flags (choose one):**
+
+  - `oil-fat-over-lean-hyperreal`: Renaissance-level precision with extended drying time for seamless blending
+  - `paranoiac-critical-distortion`: Photographically accurate features subject to dream-logic transformation
+  - `melting-temporal-dissolution`: Time-fluid facial features maintaining recognizable identity through liquefaction
+  - `double-image-metamorphosis`: Single face readable as multiple subjects simultaneously
+  - `psychological-revelation-hyperreal`: Unconscious fears/desires manifested through precise symbolic integration
+
+  ### **Dalí-Specific Pose Flags (choose one):**
+
+  - `classical-dignity-surreal-context`: Renaissance contrapposto within impossible dreamscapes
+  - `paranoiac-critical-positioning`: Figure placement determined by unconscious association logic
+  - `melting-temporal-pose`: Classical positioning subject to time-dissolution effects
+  - `symbolic-gesture-integration`: Hand/body positions incorporating personal iconography (crutches, keys, etc.)
+  - `catalan-landscape-integration`: Figure harmonized with Mediterranean coastal environments
+
+  ### **Dalí Canvas Control Flags (choose one):**
+
+  - `strict-reframe-dreamscape`: Recompose entirely for surreal landscape integration
+  - `hyperreal-extend-background`: Extend Catalonian/Mediterranean elements with photographic precision
+  - `paranoiac-critical-adaptation`: Canvas adaptation following unconscious association logic
+
+  ### **Missing Renderer-Agnostic Guardrails**:
+
+  - **Media Hybrid Flag (optional)**: `photo-illustration-collage`, `vector-screenprint`, `cutout-montage`
+  - **Material Physics Authority**: Substrate, tool, and binding agent specifications override aesthetic preferences
+  - **Scale-Dependent Technique**: Viewing distance requirements affect brushwork precision and detail hierarchy
+  - **Cultural Production Authenticity**: Indigenous and traditional methods take precedence over modern interpretations
+  - **Quantifiers authoritative**: numeric anchors are targets
+  - **Text policy**: Only render text if Section 8 authorizes
+  - **Safety/IP**: No nudity/gore; no real logos/watermarks/signatures
+  - **Age & wardrobe guardrail**: Minors = modest; unknown age defaults to adult neutral
+  - **Gender expression**: Respect presented
+  - **Material authenticity**: No digital photo filters, Instagram effects, or modern post-processing that mimics traditional media; surface must exhibit authentic medium characteristics
+  - **Period Production Authenticity**: For historical publication styles (comics, magazines, prints), use period-appropriate printing methods, paper quality, and color registration limitations - avoid modern digital perfection
+  - **Composition boundaries**: No frames outside the canvas; no artificial presentation frames, borders, watermarks, or credits
+  - **Failure Mode Flags**: Avoid genre drift defaults (anime autopilot, HDR smoothing, etc.)
+  - **Silent validation**: Apply checklist, regenerate silently if fail
+
+------
+
+## Framework Sections
+
+## 1) Core Instruction & Likeness Mandate
+
+- **CANVAS OVERRIDE:** Recompose to exactly **[X:Y ratio]** - ignore source image dimensions completely.
+- Redraw subject entirely from scratch in **Salvador Dalí's hyperrealistic surrealist style (1929-1980s)**.
+- Preserve likeness through **meticulous hyperrealism** combined with dreamlike distortion and symbolic transformation.
+- **Timeframe**: Peak surrealist period, especially "paranoiac-critical" method (1929-1940) or Nuclear Mysticism (1950s-1980s).
+- **Degree of likeness**: Photographically precise yet dreamlike; emphasis on psychological revelation through distortion.
+- **Emotional tone**: Dreamlike precision, psychological intensity, melting reality, paranoid clarity.
+- **Pose conventions**: Precise positioning within impossible dreamscapes; classical poses in surreal contexts.
+- **IP Safeguard Declaration**: Create original surrealist transformation avoiding copyrighted Dalí estate elements.
+- **Face-Treatment Flag**: `oil-fat-over-lean-hyperreal`
+- **Pose Flag**: `classical-dignity-surreal-context`
+- **Canvas Control Flag**: `hyperreal-extend-background`
+- **Style Dominance**: The final result must be a hyperrealistic painting that transforms reality through dream logic and psychological symbolism.
+- **Mode Selector**: Gallery fine art with museum-quality precision.
+
+------
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**MANDATORY RATIO SELECTION:**
+
+- `4:3` (classical landscape for Catalonian dreamscapes)
+- `3:4` (portrait for psychological studies)
+- `4:5` (Instagram format adapted for modern surreal portraiture)
+
+**CANVAS RECOMPOSITION STRATEGY:**
+
+- **Reframing Method**: extend-background with Mediterranean/Catalonian landscape elements
+- **Spatial Allocation**: Subject placement according to Renaissance golden ratio within surreal context
+- **Background Treatment**: Seamless extension of hyperrealistic dream environments with atmospheric perspective
+- **Format Justification**: Canvas ratio optimized for Dalí's classical composition within surreal narrative structure
+
+------
+
+## 3) Style Context & Material Authenticity
+
+**Medium/Production Method**: Oil on canvas with Renaissance-level technical precision using classical preparation methods. Canvas primed with traditional gesso; oil paints mixed with linseed oil for extended workability (2-3 week drying time between layers). Fat-over-lean technique with invisible brushwork achieving photographic surface quality.
+
+**Thematic Purpose**: Exploration of unconscious mind through Freudian psychoanalysis rendered with hyperrealistic precision. Transformation of rational reality through paranoiac-critical method revealing hidden psychological associations.
+
+**Period Framing**: European Surrealism (1920s-1980s) with specific focus on Catalonian cultural elements and Mediterranean environment. Peak technical period emphasizing "hand-painted dream photographs."
+
+**5 Hallmark Motifs with Quantified Specifications**:
+
+1. **Melting/Soft Objects**: Timepieces, organic forms liquefied while maintaining structural recognition - 30-40% form retention
+2. **Impossible Perspectives**: Classical Renaissance perspective applied to dream logic - single-point perspective with multiple horizon lines
+3. **Symbolic Integration**: Personal iconography (ants=death, eggs=hope, crutches=support) - 2-3 symbols maximum per composition
+4. **Hyperrealistic Precision**: Photographic accuracy in impossible scenarios - every surface rendered with scientific illustration detail
+5. **Catalonian Landscapes**: Mediterranean coastal elements with golden light - specific reference to Port Lligat geography
+
+**Tone Tag**: Dreamlike precision, psychological revelation, classical technique applied to irrational content.
+
+**Innovation Line**: Paranoiac-critical method enabling systematic access to unconscious imagery through controlled paranoid states.
+
+------
+
+## 4) Technical Method & Mark-Making
+
+**Anchors with Measurement Specifications**:
+
+**Line Quality & Tool Marks**: Invisible brushwork achieved through multiple glazing layers. Individual brush strokes completely eliminated through wet-blending technique. Surface smoothness comparable to Renaissance masters (Meissonier precision level).
+
+**Color Mixing Methods**: Oil paints mixed with linseed oil in 3:1 ratio for extended working time. Colors built through transparent glazes over detailed underpainting. No impasto texture - completely smooth surface finish.
+
+**Texture Thickness Specifications**: Paint layer thickness 2-3mm maximum. No visible brush texture. Surface achieves porcelain-like smoothness through multiple glazing applications.
+
+**Edge Treatment**: Edges rendered with scientific illustration precision. No lost edges - every form maintains clear delineation even within soft/melting transformations.
+
+**Detail Hierarchy with Proportional Specifications**:
+
+- Primary subject: 100% photographic detail
+- Secondary elements: 85% detail level
+- Background: 70% detail but atmospheric perspective maintained
+- Symbolic elements: 100% precision regardless of scale
+
+**Material Simulation with Authentic Characteristics**: Every surface (fabric, metal, organic matter, landscape) rendered with material-specific light behavior. Reflection, refraction, and subsurface scattering calculated for photographic accuracy.
+
+**Pose Anchors**:
+
+- Head tilt: Classical contrapposto angles (15-20 degrees from vertical)
+- Shoulder-hip differential: Renaissance proportion standards
+- Weight distribution: 60/40 classical stance adapted to surreal ground plane
+- Gesture economy: Maximum 2 symbolic gestures integrated naturally
+
+**Scale Hierarchy**: Proportional relationships follow Renaissance standards unless specifically distorted for psychological effect (elongations measured as percentages: neck elongation 150%, limb extensions 120-180%).
+
+**Material Authenticity**: Authentic oil painting surface characteristics - no digital simulation. Paint behavior must follow physical properties of oil medium including drying crack patterns and aging characteristics.
+
+**Period Consistency**: All technical methods documented from 1929-1980 Dalí studio practice. No techniques unavailable during historical period.
+
+**Canvas Adaptation**: Composition specifically designed for declared aspect ratio with background elements extending naturally to fill frame without cropping or distortion.
+
+------
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe Tracks**:
+
+- **Adult Contemporary (1920s-1950s)**: Bourgeois European fashion rendered with fabric-specific precision
+- **Classical Drapery**: Renaissance-inspired flowing materials subject to dream transformations
+- **Modern Catalonian**: Regional Spanish elements integrated with contemporary fashion
+
+**Fabric Behavior**: All textiles rendered with material physics accuracy. Silk shows light refraction, wool displays fiber texture, cotton exhibits absorption characteristics. Fabric drape follows gravitational laws even within surreal contexts.
+
+**Accessory Caps**: Minimalist approach (0-2 accessories) - each accessory carrying symbolic weight from Dalí's personal iconography.
+
+**Color Palette Restrictions**: Mediterranean color relationships - golden yellows, azure blues, burnt siennas, titanium whites. All pigments available in historical period with authentic color mixing limitations.
+
+**Wardrobe Variation Required**: Primary garment colors cycle through Catalonian palette - avoid repetition across iterations. Each iteration requires different textile treatment (silk vs. cotton vs. wool).
+
+**Props**:
+
+- **1 Hero Prop**: Selected from authentic Dalí iconography (melting clock, crutch, key, drawer, egg, bread)
+- **Optional 1 Micro Prop**: Ants, butterflies, small symbolic elements integrated organically
+
+**YAML Prop Pools**:
+
+```yaml
+primary_symbols:
+  - melting_timepiece: "pocket watch or clock in liquid state"
+  - wooden_crutch: "supporting impossible architectural elements"
+  - golden_key: "unlocking unconscious revelations"
+  - chest_drawers: "opening from human torso revealing hidden contents"
+  - perfect_egg: "symbol of hope and resurrection"
+  - catalan_bread: "everyday sustenance rendered with religious significance"
+
+micro_elements:
+  - black_ants: "crawling across surfaces indicating decay"
+  - blue_butterflies: "metamorphosis and psychological transformation" 
+  - olive_branch: "Mediterranean peace within psychological turbulence"
+```
+
+**Coherence Filter**: All wardrobe and prop elements must support 1929-1980 European context with authentic historical accuracy. Fallback to clean, classical presentation if anachronistic elements detected.
+
+------
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Canvas Negatives (≥2)**:
+
+- ❌ "original aspect ratio", "source dimensions", "unmodified framing"
+- ❌ "loose brushwork", "impressionistic technique", "visible paint texture"
+- ❌ "abstract imagery", "non-representational elements", "pure color fields"
+- ❌ "modern digital effects", "HDR processing", "artificial sharpening"
+- ❌ "conventional beauty standards", "flattering portraiture", "idealized features"
+
+**Canvas Positives (≥2)**:
+
+- ✅ "exactly [declared ratio]", "recomposed for [format name]"
+- ✅ "hyperrealistic precision", "photographic surface quality", "invisible brushwork"
+- ✅ "paranoiac-critical distortion", "dream logic transformation", "psychological revelation"
+- ✅ "Renaissance technical standards", "oil-over-lean layering", "classical preparation methods"
+- ✅ "Mediterranean atmospheric perspective", "Catalonian landscape integration"
+
+**Vocabulary Warnings**: Avoid "ornate," "decorative," "pretty" - use "psychologically charged," "symbolically loaded," "paranoia-critical." Avoid "harmonious" - use "psychologically disturbing," "dream-disrupted," "rationally impossible."
+
+------
+
+## 7) Composition & Lighting Patterns
+
+**RATIO-SPECIFIC COMPOSITION REQUIREMENTS**:
+
+- **For Portrait Ratios (3:4, 4:5)**: Subject dominance ≥70% with psychological landscape integration, classical Renaissance hierarchy adapted to surreal narrative
+- **For Landscape Ratios (4:3, 16:9)**: Catalonian coastline environmental context ≥40%, panoramic surreal landscape with multiple symbolic elements distributed according to golden ratio
+- **For Square (1:1)**: Central psychological focus with radial symbolic distribution, equal weight between figure and environment
+
+**STYLE-SPECIFIC COMPOSITION**:
+
+- **Perspective Regime**: Single-point Renaissance perspective maintained even within impossible spatial relationships. Multiple horizon lines permitted for dream logic but mathematically consistent within each spatial zone.
+- **Grid/Symmetry**: Golden ratio proportional system with classical Renaissance symmetry adapted to psychological content
+- **Figure:Ground %**: Subject figure 60-70%, symbolic landscape 30-40%, no areas without psychological content
+- **Density %**: High detail density throughout - no areas of visual rest; every surface carries symbolic or narrative weight
+- **Lighting Logic**: Classical Renaissance chiaroscuro with Mediterranean golden hour quality. Single light source with scientifically accurate shadow behavior even within surreal contexts.
+- **Detail:Negative Space Ratio**: Minimal negative space - every area populated with hyperrealistic detail optimized for declared ratio viewing distance
+
+**REQUIRED ANCHORS**:
+
+- **Surface Context**: Oil on canvas with museum-quality preparation and presentation. Canvas texture completely eliminated through ground preparation.
+- **Frame/Band Anchor**: No external frames - composition exists within canvas boundaries exclusively
+- **Production Context**: 1929-1980 European studio methods with authentic materials and documented techniques
+- **Ratio Enforcement**: Composition designed specifically for declared aspect ratio with natural background extension, never cropped or adapted from different format
+
+------
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: Omit entirely - Dalí's surrealism emphasized pure visual expression without text integration
+
+**Text Policy**: No typography permitted. All narrative content communicated through visual symbolism and hyperrealistic imagery. Any text elements would violate authentic Dalí aesthetic approach.
+
+**Historical Accuracy**: Dalí's gallery works excluded text integration - maintained fine art purity through visual communication exclusively.
+
+------
+
+## Dalí-Specific Guardrails
+
+### **Paranoiac-Critical Method Implementation**:
+
+- All compositional decisions must follow dream logic rather than rational spatial relationships
+- Symbolic elements appear through unconscious association, not planned placement
+- Double images and optical illusions encouraged when historically accurate
+- Reality distortions must maintain hyperrealistic surface treatment
+
+### **Technical Authentication**:
+
+- Paint handling must reflect 1929-1980 studio documentation
+- No brushwork visible under magnification
+- Color mixing limited to pigments available during historical period
+- Surface quality comparable to scientific illustration precision
+
+### **Symbolic Vocabulary Restrictions**:
+
+- Only documented Dalí iconography permitted (ants, clocks, crutches, eggs, keys, drawers, elephants, bread)
+- Personal trauma symbols integrated organically, not forced
+- Mediterranean cultural elements authentic to Catalonian context
+- Freudian psychological content rendered through visual metaphor
+
+### **Period Consistency Requirements**:
+
+- All fashion, architecture, and cultural elements authentic to 1920s-1980s Europe
+- No anachronistic objects or styling
+- Lighting conditions consistent with Mediterranean environment
+- Landscape elements specific to Catalonian geography (Port Lligat, Cadaqués coastline)
+
+---
diff --git a/styles/ukiyo_e/ukiyoe_classical_landscape.md b/styles/ukiyo_e/ukiyoe_classical_landscape.md
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+---
+id: ukiyoe_classical_landscape
+group: Ukiyo-e
+movement: Edo Ukiyo-e Landscape
+artist: Hokusai & Hiroshige Schools
+display_name: Ukiyo-e — Classical Landscape (Fūkei-ga)
+style_scope: movement
+ratios:
+  - '10:3'
+  - '4:3'
+ratios_status: provisional
+ratios_notes: >
+  Fūkei-ga prints oscillate between 10:3 journey scrolls and 4:3 vertical
+  landscapes—choose whichever suits the itinerary.
+modes:
+  - Landscape Print
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Fūkei-ga woodblocks send travelers past Fuji’s silhouette, bokashi skies, and
+  merchant roads. We preserve the Edo palette—Prussian blue gradients, 0.3 mm
+  keylines—while charting new stations and seasons.
+hero_image: null
+---
+
+## Classical Landscape Style (Fūkei-ga)
+
+### Renderer-Agnostic Adapter
+
+- **Face-Treatment Flags:** `brush-loaded-single-stroke`, `ink-gradation-natural`, `watercolor-soft`
+- **Pose Flags:** `contrapposto`, `candid-motion`, `gestural-fluid`, `cultural-traditional`
+- **Canvas Control Flags:** `adaptive-extend`, `format-native`
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to exactly **10:3** (horizontal scroll) or **4:3** (landscape) - ignore source dimensions.
+
+Redraw subject in **Classical Ukiyo-e Landscape (Fūkei-ga)** style:
+
+- Preserve likeness with idealized natural harmony
+- **Timeframe**: 1830s-1850s (Hokusai/Hiroshige era)
+- **Likeness**: Harmoniously stylized within seasonal landscape
+- **Tone**: Serene contemplation, spiritual connection with nature
+- **IP Safeguard**: Original landscape compositions
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**Ratio**: `10:3` (scroll) or `4:3` (standard landscape)
+ **Reframing**: Extend landscape elements (mountains, sky, water)
+ **Allocation**: Subject at rule-of-thirds intersection
+ **Format**: Horizontal for journey narrative and seasonal progression
+
+## 3) Style Context & Material Authenticity
+
+**Influences**: Hokusai's Thirty-six Views, Hiroshige's Tōkaidō Road series, Dutch perspective studies
+ **Medium**: Nishiki-e woodblock printing - water-based pigments on washi paper, 5-12 carved blocks
+ **Purpose**: Affordable travel souvenirs for merchant class
+ **Hallmarks**:
+
+1. Prussian blue dominance (60-70% color area)
+2. Bokashi gradation (3-5 transitions per sky/water)
+3. Mount Fuji integration (15-25% height)
+4. Seasonal markers (minimum 3 indicators)
+5. Human scale reduction (10-15% composition)
+
+**Period**: Edo/Tenpō era (1830-1850)
+ **Tone**: Contemplative, seasonal harmony, travel romance
+
+## 4) Technical Method & Mark-Making
+
+**Line Work**:
+
+- Keyblock precision: 0.3-0.5mm carved lines
+- Organic flow: 15° maximum angle changes
+- Single vanishing point with atmospheric perspective
+- Mount Fuji symmetrical volcanic cone, snow at 60-70% height
+
+**Coloring**:
+
+- Spring: Pink 15%, blue 40%, green 25%
+- Summer: Green 50%, Prussian blue 35%
+- Autumn: Red 30%, brown 25%, blue 30%
+- Winter: Prussian blue 50%, white 35%, gray 10%
+- Bokashi: 2-3 inch zones, 5-7 value steps
+
+**Texture**:
+
+- Washi absorption: 2-3mm pigment penetration
+- Wood grain visibility through transparent layers
+- Rain: 2mm diagonal lines at 45°
+- Snow: Paper reserve with 1-2mm shadows
+
+**Pose**: 15-25° head tilt toward focal point, 30-45° body angle, 60% back leg weight
+ **Scale**: Figures 8-12% height, Fuji 15-25%, sky 40-50%
+ **Materials**: Cherry wood blocks, water pigments, baren pressure 15-25 lbs
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe**:
+
+- Merchant traveler: Indigo cotton kimono, straw sandals, conical hat
+- Pilgrim: White kimono, walking staff, prayer beads
+- Farmer: Hemp work clothes, rain cape
+- Samurai: Two swords, hakama, basket hat
+
+**Fabrics**: Cotton (stiff 90° folds), hemp (2-3mm thickness), silk (flowing curves, forbidden to commoners)
+ **Colors**: Indigo blues, browns, grays (sumptuary laws)
+ **Accessories**: Maximum 2 - walking staff, hat, bundle, umbrella
+
+**Props**: Walking staff (150-170cm) OR conical hat (45cm diameter) + optional gourd/fan
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Negatives**: Original ratio, urban decay, industrial elements, oil painting, opaque colors, complex perspective, bright saturation, digital effects, frames, borders
+
+**Positives**: Exact 10:3 or 4:3 ratio, Prussian blue 60-70%, bokashi gradation, Mount Fuji integration, wood grain visible, hand-carved quality, seasonal markers, human scale 10-15%
+
+## 7) Composition & Lighting Patterns
+
+**10:3 Format**: Journey left-to-right, Fuji at 61.8%, sky 45-50%
+ **4:3 Format**: Fuji central, diagonal composition, sky 40%
+ **Perspective**: Single vanishing point, atmospheric depth 30% lighter distant elements
+ **Lighting**: Diffused natural, shadows max 30% darker
+ **Surface**: Washi mulberry paper with kozo fiber texture
+ **Frame**: OMIT - no borders or decorative elements
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: OMIT text entirely (traditional landscape prints rarely included text beyond seals)
+
+------
diff --git a/styles/ukiyo_e/ukiyoe_kacho_nature.md b/styles/ukiyo_e/ukiyoe_kacho_nature.md
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+---
+id: ukiyoe_kacho_nature
+group: Ukiyo-e
+movement: Edo Bird-and-Flower Prints
+artist: Kachō-ga Masters
+display_name: Ukiyo-e — Nature Study (Kachō-ga)
+style_scope: movement
+ratios:
+  - '1:1'
+  - '3:4'
+ratios_status: provisional
+ratios_notes: >
+  Kachō-ga albums mix square tanzaku with 3:4 pillars—choose the frame that
+  flatters the branch and bird.
+modes:
+  - Nature Study
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Kachō-ga captures cranes, peonies, and dragonflies with poetic
+  asymmetry—delicate bokashi, reserved paper for petals, and seasonal seals. We
+  embrace that lyrical restraint while painting new flora and fauna pairings.
+hero_image: null
+---
+
+## Nature Study Style (Kachō-ga)
+
+### Renderer-Agnostic Adapter
+
+- **Face-Treatment Flags:** `brush-loaded-single-stroke`, `watercolor-soft`, `delicate-detail`
+- **Pose Flags:** `cultural-traditional`, `contemplative-stillness`
+- **Canvas Control Flags:** `format-native`, `adaptive-extend`
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to **3:4** (vertical study) or **1:1** (album format) - ignore source dimensions.
+
+Redraw subject in **Nature Study Ukiyo-e (Kachō-ga)** style:
+
+- Preserve likeness with natural harmony integration
+- **Timeframe**: 1750s-1860s bird-and-flower tradition
+- **Likeness**: Naturally integrated with botanical elements
+- **Tone**: Peaceful observation, seasonal beauty, quiet contemplation
+- **IP Safeguard**: Original nature compositions
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**Ratio**: `3:4` (vertical) or `1:1` (square album)
+ **Reframing**: Natural element integration, botanical focus
+ **Allocation**: Subject harmonized with flora/fauna 50:50
+ **Format**: Vertical for traditional botanical study
+
+## 3) Style Context & Material Authenticity
+
+**Influences**: Chinese bird-flower painting, Japanese seasonal awareness
+ **Medium**: Delicate woodblock, subtle gradations, 8-12 color blocks
+ **Purpose**: Nature appreciation, seasonal calendar connection
+ **Hallmarks**:
+
+1. Botanical accuracy (petal counts, leaf structures precise)
+2. Seasonal indicators (specific flowers per season)
+3. Bird positioning (natural perch angles, 15-30° from vertical)
+4. Atmospheric effects (mist, dew, morning light)
+5. Negative space emphasis (40-50% composition)
+
+**Period**: Edo (1750-1868), peak Bunka-Bunsei era (1804-1830)
+ **Tone**: Contemplative, seasonal harmony
+
+## 4) Technical Method & Mark-Making
+
+**Line Work**:
+
+- Delicate precision: 0.2-0.3mm for plant details
+- Organic curves: Natural growth patterns, 5-10° angle variations
+- Feather detail: Individual barbs, 0.1mm precision
+- Atmospheric softness: Fading lines in mist areas
+
+**Coloring**:
+
+- Natural palette: Cherry pink, plum white, iris purple, maple red
+- Seasonal accuracy: Spring (pastels), summer (greens), autumn (reds), winter (blues)
+- Subtle gradations: Bokashi technique, 7-10 value steps
+- Atmospheric effects: 30% transparency for mist/fog
+
+**Texture**:
+
+- Petal delicacy: Translucent edges, 20% opacity
+- Feather softness: Directional strokes, 0.5mm width
+- Bark roughness: Cross-hatching, 1mm spacing
+- Dew drops: Highlight dots, 2mm diameter
+
+**Pose**: Natural interaction, contemplative stillness, botanical observation focus
+ **Scale**: Figure 30-40%, nature elements 60-70%
+ **Materials**: Fine carving, delicate color application
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe**:
+
+- Garden visitor: Simple kimono (2-3 layers), muted colors
+- Naturalist: Work clothes, practical design
+- Poet: Elegant simplicity, seasonal appropriate
+- Contemplative: Neutral tones, minimal decoration
+
+**Fabrics**: Cotton (natural drape), hemp (simple texture)
+ **Colors**: Earth tones, seasonal harmonies (avoid bright contrasts)
+ **Accessories**: Maximum 2 - viewing glass, collection basket
+
+**Props**: Bamboo staff OR collection basket + optional botanical tools
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Negatives**: Artificial elements, urban dominance, non-seasonal combinations, Western illustration, frames
+
+**Positives**: Exact 3:4 or 1:1 ratio, botanical accuracy, seasonal indicators, natural harmony, delicate detail, atmospheric effects
+
+## 7) Composition & Lighting Patterns
+
+**3:4 Format**: Vertical botanical emphasis, subject 35%, plants 65%
+ **1:1 Format**: Balanced circular composition, equal distribution
+ **Background**: Seasonal gardens, natural environments, atmospheric mist
+ **Lighting**: Diffused natural, soft shadows 20%
+ **Surface**: Fine washi for subtle gradations
+ **Frame**: OMIT
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: OMIT (traditional kachō-ga omitted text except artist seals)
+
+------
diff --git a/styles/ukiyo_e/ukiyoe_urban_life.md b/styles/ukiyo_e/ukiyoe_urban_life.md
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+---
+id: ukiyoe_urban_life
+group: Ukiyo-e
+movement: Edo Pleasure-District Portraiture
+artist: Kitagawa & Utagawa Schools
+display_name: Ukiyo-e — Urban Life (Fūzoku-ga)
+style_scope: movement
+ratios:
+  - '3:4'
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Kabuki streets and teahouse portraits live on 3:4 and 2:3 sheets tailored to
+  kimono silhouettes.
+modes:
+  - Urban Portrait
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Fūzoku-ga celebrates Edo’s entertainers—layered kimono patterns, lacquered
+  coiffures, and lantern-lit backdrops. We keep the fabric math and class codes
+  while designing new performers, gestures, and bridge scenes.
+hero_image: null
+---
+
+## Urban Life Style (Fūzoku-ga)
+
+### Renderer-Agnostic Adapter
+
+- **Face-Treatment Flags:** `brush-loaded-single-stroke`, `painterly-contour`, `silk-scroll-tension`
+- **Pose Flags:** `frontal-rigid`, `power-stance`, `cultural-traditional`
+- **Canvas Control Flags:** `strict-reframe`
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to **3:4** (portrait) or **2:3** (full figure) - ignore source dimensions.
+
+Redraw subject in **Urban Life Ukiyo-e (Fūzoku-ga)** style:
+
+- Preserve likeness with Edo period urbanization
+- **Timeframe**: 1600s-1860s urban entertainment culture
+- **Likeness**: Socially contextualized through fashion and class markers
+- **Tone**: Urban sophistication, contemporary fashion, merchant prosperity
+- **IP Safeguard**: Original character designs avoiding copyrighted elements
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**Ratio**: `3:4` (portrait) or `2:3` (standing figure)
+ **Reframing**: Strict vertical composition for fashion display
+ **Allocation**: Subject dominates 70-80% of frame
+ **Format**: Vertical for full-body fashion presentation
+
+## 3) Style Context & Material Authenticity
+
+**Influences**: Yoshiwara pleasure districts, kabuki culture, merchant class prosperity
+ **Medium**: Nishiki-e woodblock - 8-15 blocks for elaborate kimono patterns
+ **Purpose**: Fashion documentation and urban culture celebration
+ **Hallmarks**:
+
+1. Elaborate textile patterns (minimum 3 pattern types per kimono)
+2. Social status color coding (restricted palettes for commoners)
+3. Urban architectural elements (bridges, teahouses, 15-20% background)
+4. Contemporary hairstyle accuracy (shimada, marumage styles)
+5. Pose sophistication (elegant hand gestures, 3-finger maximum)
+
+**Period**: Edo (1603-1868), peak Genroku era (1688-1704)
+ **Tone**: Urban sophistication, entertainment culture
+
+## 4) Technical Method & Mark-Making
+
+**Line Work**:
+
+- Precise decorative lines: 0.2-0.4mm for fabric patterns
+- Kimono fold precision: 5-7 major folds, 10-15 minor
+- Hair ornament detail: individual strands 0.3mm thickness
+- Urban architecture: parallel lines, no perspective convergence
+
+**Coloring**:
+
+- Rich textile palette: Vermillion, purple (safflower), indigo, gold
+- Pattern complexity: 3-5 overlapping designs per garment
+- Social coding: Courtesans (bright colors), merchants (muted tones)
+- Interior lighting: Warm yellow-orange glow, 20% luminosity
+
+**Texture**:
+
+- Silk representation: Smooth gradients, 40% reflective highlights
+- Brocade patterns: Raised texture illusion, 2-3mm apparent depth
+- Tatami mats: Parallel weave lines, 5mm spacing
+- Paper screens: Translucent white, 30% opacity
+
+**Pose**: Frontal 0-15° angle, hip shift 20-30°, hand gesture 2-3 fingers
+ **Scale**: Figure 70-85% frame, background 15-30%
+ **Materials**: Fine detail carving, multiple color blocks for patterns
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe**:
+
+- Courtesan: Multiple kimono layers (5-7), elaborate obi, ornate hairpins
+- Geisha: Simpler kimono (2-3 layers), controlled elegance
+- Merchant wife: Quality fabrics, hidden luxury (bright linings)
+- Townsman: Haori jacket, hakama, two-tone coordination
+
+**Fabrics**: Silk (flowing curves, 5-7 folds), cotton (structured), brocade (pattern emphasis)
+ **Colors**: Courtesans (vermillion, purple), merchants (browns, muted greens)
+ **Accessories**: Maximum 4 - hairpins, fan, pipe, small purse
+
+**Props**: Folding fan (sensu, 18-20cm) OR long pipe (kiseru, 25-30cm) + optional mirror/letter
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Negatives**: Rural settings, primitive elements, Western clothing, poor conditions, religious contexts, frames
+
+**Positives**: Exact 3:4 or 2:3 ratio, elaborate patterns, social status markers, urban sophistication, textile detail, contemporary fashion accuracy
+
+## 7) Composition & Lighting Patterns
+
+**3:4 Format**: Vertical emphasis, figure 75%, minimal background
+ **2:3 Format**: Full-body display, 70% figure, 30% environment
+ **Background**: Yoshiwara streets, teahouse interiors, Edo bridges
+ **Lighting**: Interior lantern glow, soft shadows 25% darker
+ **Surface**: Fine washi paper for detail preservation
+ **Frame**: OMIT entirely
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: ALLOW for title cartouches (5% area, upper corner, maximum 8 kanji characters)
+
+------
diff --git a/styles/ukiyo_e/ukiyoe_wave_namie.md b/styles/ukiyo_e/ukiyoe_wave_namie.md
new file mode 100644
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+---
+id: ukiyoe_wave_namie
+group: Ukiyo-e
+movement: Edo Marine Ukiyo-e
+artist: Hokusai Maritime School
+display_name: Ukiyo-e — Wave & Water (Nami-e)
+style_scope: movement
+ratios:
+  - '16:9'
+  - '4:3'
+ratios_status: provisional
+ratios_notes: >
+  Nami-e compositions sweep across wide 16:9 triptychs or 4:3 vertical
+  surges—pick the span that sells the swell.
+modes:
+  - Marine Print
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Nami-e prints crash with clawed wave crests, boatmen silhouettes, and spray
+  carved from cherry blocks. We keep the arcing foam glyphs and Prussian
+  gradients while conjuring new harbors and storm myths.
+hero_image: null
+---
+
+## Wave and Water Style (Nami-e)
+
+### Renderer-Agnostic Adapter
+
+- **Face-Treatment Flags:** `brush-loaded-single-stroke`, `dynamic-expression`, `wind-blown-hair`
+- **Pose Flags:** `dynamic-action`, `foreshortened-diagonal`, `elemental-engagement`
+- **Canvas Control Flags:** `strict-reframe`, `adaptive-extend`
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to **4:3** (landscape) or **16:9** (panoramic wave) - ignore source dimensions.
+
+Redraw subject in **Wave and Water Ukiyo-e (Nami-e)** style:
+
+- Preserve likeness with dynamic water integration
+- **Timeframe**: 1820s-1840s Hokusai wave period
+- **Likeness**: Dynamically stylized with water interaction
+- **Tone**: Natural power, maritime adventure, elemental force
+- **IP Safeguard**: Original wave compositions
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**Ratio**: `4:3` (landscape) or `16:9` (panoramic)
+ **Reframing**: Dynamic wave integration, maritime emphasis
+ **Allocation**: Wave dominance 60%, human vulnerability 15%
+ **Format**: Horizontal for wave motion and maritime context
+
+## 3) Style Context & Material Authenticity
+
+**Influences**: Hokusai's Great Wave, maritime culture, Dutch perspective
+ **Medium**: Bold woodblock, Prussian blue emphasis, 6-10 blocks
+ **Purpose**: Maritime culture celebration, natural force appreciation
+ **Hallmarks**:
+
+1. Hokusai wave stylization (claw-like foam crests)
+2. Prussian blue dominance (70-80% color area)
+3. Dramatic perspective (diagonal thrust, 45° angles)
+4. Human scale vulnerability (10-15% composition)
+5. Mount Fuji integration (background anchor, 15% height)
+
+**Period**: Edo late period (1820-1840), Hokusai's mature phase
+ **Tone**: Dynamic power, maritime skill
+
+## 4) Technical Method & Mark-Making
+
+**Line Work**:
+
+- Dynamic wave curves: Flowing S-curves, 3-5mm crest thickness
+- Foam stylization: Claw patterns, 5-7 fingers per crest
+- Boat precision: Detailed construction, 0.4mm plank lines
+- Diagonal energy: 45° composition thrust
+
+**Coloring**:
+
+- Prussian blue dominance: 75% of palette, deep ocean to sky
+- Foam white: Paper reserve with subtle gray shadows
+- Mount Fuji: Distance blue-gray, 30% saturation
+- Dramatic contrast: 70% value range ocean to foam
+
+**Texture**:
+
+- Wave surface: Directional flow lines, 2mm spacing
+- Spray patterns: Diagonal streaks, 1mm width
+- Boat wood: Grain lines, weathered texture
+- Foam dynamics: Sculptural carved appearance
+
+**Pose**: Maritime action, 30-45° body lean, dynamic balance, skill demonstration
+ **Scale**: Figures 12-15%, waves 60-70%, sky/Fuji 20-25%
+ **Materials**: Bold carving, high contrast printing
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe**:
+
+- Fisherman: Work jacket (hanten), headband, rope belt
+- Sailor: Cotton work clothes, minimal layers
+- Pilot: Simple kimono, practical cut
+- Merchant: Travel clothes, weather protection
+
+**Fabrics**: Cotton (wet appearance), hemp (heavy work clothes)
+ **Colors**: Indigo blues, browns, natural grays (practical maritime palette)
+ **Accessories**: Maximum 2 - rope, oar, nets
+
+**Props**: Oar (180cm) OR rope coil + optional fishing net
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Negatives**: Calm water, static composition, Western realism, modern boats, land focus, frames
+
+**Positives**: Exact 4:3 or 16:9 ratio, Hokusai wave stylization, Prussian blue 70-80%, dynamic diagonal 45°, foam claw patterns, Mount Fuji anchor
+
+## 7) Composition & Lighting Patterns
+
+**4:3 Format**: Diagonal wave thrust, Fuji background 15%
+ **16:9 Format**: Extended wave panorama, maritime context emphasis
+ **Background**: Dynamic seascapes, Mount Fuji spiritual anchor, maritime environment
+ **Lighting**: Dramatic ocean light, spray highlights
+ **Surface**: Quality washi for color depth
+ **Frame**: OMIT
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: OMIT (wave prints traditionally text-free except seals)
diff --git a/styles/ukiyo_e/ukiyoe_yakusha_portrait.md b/styles/ukiyo_e/ukiyoe_yakusha_portrait.md
new file mode 100644
index 0000000..1991e59
--- /dev/null
+++ b/styles/ukiyo_e/ukiyoe_yakusha_portrait.md
@@ -0,0 +1,135 @@
+---
+id: ukiyoe_yakusha_portrait
+group: Ukiyo-e
+movement: Kabuki Actor Prints
+artist: Sharaku Tradition
+display_name: Ukiyo-e — Theatrical Portrait (Yakusha-e)
+style_scope: movement
+ratios:
+  - '3:4'
+  - '2:3'
+ratios_status: provisional
+ratios_notes: >
+  Yakusha-e busts and half-length poses rely on 3:4 and 2:3 oshie-e formats for
+  dramatic mie close-ups.
+modes:
+  - Kabuki Portrait
+safety_profile:
+  - no_nudity
+  - no_gore
+  - no_logos
+  - no_watermarks
+  - minors_modest
+  - gender_respect
+about: >
+  Yakusha-e immortalizes kabuki moments—exaggerated mie, thunderbolt backdrops,
+  and actor crests carved into keyblocks. We capture that theatrical charge with
+  fresh roles, crest designs, and mica dust backgrounds.
+hero_image: null
+---
+
+## Theatrical Portrait Style (Yakusha-e)
+
+### Renderer-Agnostic Adapter
+
+- **Face-Treatment Flags:** `painterly-contour`, `theatrical-makeup-bold`, `exaggerated-features`
+- **Pose Flags:** `power-stance`, `gestural-fluid`, `dramatic-tension`
+- **Canvas Control Flags:** `strict-reframe`
+
+## 1) Core Instruction & Likeness Mandate
+
+**CANVAS OVERRIDE:** Recompose to **3:4** (portrait) or **2:3** (dynamic pose) - ignore source dimensions.
+
+Redraw subject in **Theatrical Portrait Ukiyo-e (Yakusha-e)** style:
+
+- Preserve likeness with kabuki enhancement
+- **Timeframe**: 1670s-1860s actor portrait tradition
+- **Likeness**: Theatrically stylized with dramatic makeup
+- **Tone**: Dramatic intensity, celebrity worship, performance art
+- **IP Safeguard**: Original character designs
+
+## 2) Canvas Strategy & Aspect Ratio Control
+
+**Ratio**: `3:4` (close portrait) or `2:3` (dramatic pose)
+ **Reframing**: Dynamic diagonal composition for theatrical impact
+ **Allocation**: Face 40-50% for makeup detail emphasis
+ **Format**: Vertical for dramatic presence
+
+## 3) Style Context & Material Authenticity
+
+**Influences**: Kabuki theater, celebrity culture, dramatic performance
+ **Medium**: Bold woodblock printing, 6-10 color blocks
+ **Purpose**: Celebrity portraits and performance promotion
+ **Hallmarks**:
+
+1. Kumadori makeup (bold face painting, 3-5 color areas)
+2. Mie pose (climactic frozen gesture, 45° body twist)
+3. Exaggerated features (eyes 150% normal size, eyebrows 200% thick)
+4. Costume elaboration (10-15 pattern elements)
+5. Character role indicators (specific colors/symbols)
+
+**Period**: Edo (1670-1868), peak Tenmei era (1781-1789)
+ **Tone**: Theatrical glamour, dramatic intensity
+
+## 4) Technical Method & Mark-Making
+
+**Line Work**:
+
+- Bold dramatic lines: 0.5-0.8mm for makeup contours
+- Exaggerated proportions: Eyes +50%, eyebrows +100% thickness
+- Costume detail: Complex patterns, 0.3mm precision
+- Dynamic pose lines: Curved energy flows, 30-45° angles
+
+**Coloring**:
+
+- Makeup palette: Red (kumadori lines), white (base), black (shadows)
+- Costume richness: Gold, deep blues, vermillion, purple
+- Character coding: Red (heroes), blue (villains), brown (rogues)
+- Dramatic contrast: 60% value range between highlights/shadows
+
+**Texture**:
+
+- Face smoothness: Minimal texture, makeup flatness
+- Costume brocade: Rich pattern overlay, metallic sheen 50%
+- Hair lacquer: Glossy black, 70% reflective
+- Stage lighting: Sharp highlights, defined shadows
+
+**Pose**: 45° body twist, head 30° tilt, dramatic hand gesture (5 fingers spread)
+ **Scale**: Head 35-45% frame, costume details 40%
+ **Materials**: Bold carving, high contrast printing
+
+## 5) Wardrobe, Props & Setting Conventions
+
+**Wardrobe**:
+
+- Aragoto (rough style): Bold patterns, exaggerated shoulders, red dominant
+- Wagoto (soft style): Elegant flowing, pastels, graceful draping
+- Onnagata (female role): Elaborate kimono, 7-10 layers visible
+- Villain: Dark colors, sharp angles, asymmetric design
+
+**Fabrics**: Stage silk (dramatic folds), brocade (heavy patterns), metallic threads
+ **Colors**: Role-specific - hero (red/gold), villain (blue/black), lover (pink/purple)
+ **Accessories**: Maximum 4 - sword, fan, wig ornaments, face paint
+
+**Props**: Katana sword (90-100cm) OR folding fan (30cm, dramatic spread) + optional stage prop
+
+## 6) Safety & IP Constraints (Hard Rules)
+
+**Negatives**: Subtle styling, everyday presentation, non-theatrical elements, frames
+
+**Positives**: Exact 3:4 or 2:3 ratio, kumadori makeup, mie pose, exaggerated features 150%, theatrical costume, dramatic contrast
+
+## 7) Composition & Lighting Patterns
+
+**3:4 Format**: Close portrait, face 45%, dramatic lighting
+ **2:3 Format**: Dynamic pose, 30° diagonal, stage context 20%
+ **Background**: Theatrical elements, stage curtains, dramatic shadows
+ **Lighting**: Stage spots, high contrast 60% range
+ **Surface**: Quality washi for color vibrancy
+ **Frame**: OMIT
+
+## 8) Typography & Text Integration (If Historically Present)
+
+**Binary**: ALLOW (actor name cartouche, 8% area, role information maximum 10 characters)
+
+------
diff --git a/tsconfig.base.json b/tsconfig.base.json
new file mode 100644
index 0000000..0523420
--- /dev/null
+++ b/tsconfig.base.json
@@ -0,0 +1,11 @@
+{
+  "compilerOptions": {
+    "target": "ES2020",
+    "moduleResolution": "Node",
+    "strict": true,
+    "allowJs": false,
+    "esModuleInterop": true,
+    "forceConsistentCasingInFileNames": true,
+    "skipLibCheck": true
+  }
+}
diff --git a/tsconfig.json b/tsconfig.json
new file mode 100644
index 0000000..da2b736
--- /dev/null
+++ b/tsconfig.json
@@ -0,0 +1,12 @@
+{
+  "extends": "./tsconfig.base.json",
+  "compilerOptions": {
+    "module": "ESNext",
+    "moduleResolution": "Bundler",
+    "jsx": "react-jsx",
+    "types": ["vite/client"],
+    "resolveJsonModule": true
+  },
+  "include": ["src"],
+  "references": [{ "path": "./tsconfig.scripts.json" }]
+}
diff --git a/tsconfig.scripts.json b/tsconfig.scripts.json
new file mode 100644
index 0000000..8b6ac10
--- /dev/null
+++ b/tsconfig.scripts.json
@@ -0,0 +1,11 @@
+{
+  "extends": "./tsconfig.base.json",
+  "compilerOptions": {
+    "module": "CommonJS",
+    "moduleResolution": "Node",
+    "resolveJsonModule": true,
+    "outDir": "./dist-scripts"
+  },
+  "include": ["scripts/**/*.ts"],
+  "exclude": ["src"]
+}
diff --git a/vite.config.ts b/vite.config.ts
new file mode 100644
index 0000000..4eea5ed
--- /dev/null
+++ b/vite.config.ts
@@ -0,0 +1,9 @@
+import { defineConfig } from 'vite';
+import react from '@vitejs/plugin-react';
+
+export default defineConfig({
+  plugins: [react()],
+  server: {
+    open: false,
+  },
+});
diff --git a/vitest.config.ts b/vitest.config.ts
new file mode 100644
index 0000000..cf5236c
--- /dev/null
+++ b/vitest.config.ts
@@ -0,0 +1,14 @@
+import { defineConfig } from 'vitest/config';
+import react from '@vitejs/plugin-react';
+
+export default defineConfig({
+  plugins: [react()],
+  test: {
+    environment: 'node',
+    include: ['src/**/*.test.{ts,tsx}','src/**/*.spec.{ts,tsx}'],
+    coverage: {
+      reporter: ['text', 'html'],
+      reportsDirectory: 'coverage',
+    },
+  },
+});