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A Claude Code skill that transforms raw ideas into professional articles through a 5-stage semi-automated pipeline.
- This repository has only been tested in the author's personal Claude Code CLI workflow.
- macOS
- Claude Code
- Bun
- Python 3
- Local article output directory on Desktop:
~/Desktop/bot-articles/
- This repository is not guaranteed to work on Linux or Windows.
- Some paths are hardcoded around the author's local workspace conventions.
- Users may need to replace persona and style asset paths.
- Downstream publishing depends on
content-publisher.
- Claude Code
- Bun
- Python 3
- A writable
~/Desktop/bot-articles/ - Optional local persona and style assets if you want the same workflow quality
- Output directory:
~/Desktop/bot-articles/{topic-slug}/ - Persona source:
~/.claude/projects/*/memory/writing-persona.md - Style catalog:
~/.openclaw-antigravity/workspace/images/style-catalog.md - Style history:
~/.openclaw-antigravity/workspace/images/style-history.txt
- This is not a one-click article generator.
- Every stage requires human confirmation.
- Path assumptions reflect the author's own machine.
- Publication is handled by another repo:
content-publisher.
| Stage | Name | Output |
|---|---|---|
| 1 | Topic Mining | mining-report.md |
| 2 | Source Extraction | Source Authenticity Report |
| 3 | Deep Analysis | Source Truth Table |
| 3.5 | Cross-Reference | Cross-Reference Report |
| 4 | Refining | manifesto.md |
| 5 | Humanized Article | article.md |
Every stage pauses for user confirmation before proceeding. Every claim is expected to trace back to a verifiable source.
| Problem | Solution |
|---|---|
| AI makes up data | Source Truth Table forces citations |
| Source exists but data is wrong | Stage 3.5 Cross-Reference adds multi-source verification |
| Article reads like AI | 7 anti-AI writing principles plus a 6-dimension scan |
| Uncertain facts slip through | Confidence self-assessment downgrades or marks weak claims |
git clone https://github.com/AliceLJY/content-alchemy.git
claude skill add ./content-alchemyalchemy AI and loneliness # Full pipeline from topic
alchemy-setup # Check/download dependencies
Start from any stage:
- Topic Mode:
alchemy [topic]starts from Stage 1 - Source Mode: provide transcripts or articles to start from Stage 3
- Draft Mode: hand off to content-publisher when
article.mdalready exists
content-alchemy/
├── README.md
├── README_CN.md
├── SKILL.md
├── references/
│ ├── stage1-mining.md
│ ├── stage2-extraction.md
│ ├── stage3-analysis.md
│ ├── stage3.5-crossref.md
│ ├── stage4-refining.md
│ ├── stage5-writing.md
│ ├── source-channels.md
│ └── video-acquisition.md
├── scripts/
│ ├── format-text.ts
│ ├── preprocess_article.py
│ └── sync-codex-skill.sh
├── templates/
│ └── cross-reference-report.md
└── assets/
└── wechat_qr.jpg
| Repo | Role |
|---|---|
| content-alchemy (this repo) | Research and writing, Stages 1-5 |
| content-publisher | Images, layout, publishing, cleanup |
| openclaw-worker | Task API and Docker Compose for OpenClaw |
| openclaw-cli-bridge | Three-way bridge for /cc, /codex, and /gemini |
| digital-clone-skill | Build digital clones from corpus data |
| local-memory | Local AI conversation search |
| cc-shell | Lightweight Claude Code chat UI |
| telegram-ai-bridge | Telegram bots for Claude, Codex, and Gemini |
| telegram-cli-bridge | Telegram CLI bridge for the Gemini CLI path |
| Version | Era | Highlights |
|---|---|---|
| v1.0-v2.5 | Antigravity | Project inception, then 9-stage to 7-stage workflow evolution |
| v3.1-v3.2 | Claude Code (Opus 4.5) | Bug fixes, fallback mechanisms, doc restructuring |
| v4.0-v4.3 | Claude Code (Opus 4.6) | Chrome reuse, Bilibili extraction, Cross-Reference, 6-dimension AI scan |
| v5.0 | Claude Code (Opus 4.6) | Split into content-alchemy and content-publisher, with progressive reference loading |
Built by 小试AI (@AliceLJY) for the WeChat public account 我的AI小木屋.
Six content pillars: Hands-on AI, AI Pitfall Diaries, AI and Humanity, AI Cold Eye, AI Musings, and AI Visual Notes.
MIT