diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
new file mode 100644
index 0000000..ac3a34c
--- /dev/null
+++ b/.github/workflows/docs.yml
@@ -0,0 +1,59 @@
+name: docs
+
+# Construye el sitio MkDocs Material y lo publica en GitHub Pages.
+# Publica desde `main` (docs estables, alineadas con el último release). Se puede
+# disparar a mano con "Run workflow" (workflow_dispatch) para previsualizar antes
+# de un release. Requiere: Settings → Pages → Source = "GitHub Actions" (una vez).
+
+on:
+  push:
+    branches: [main]
+    paths:
+      - "docs/**"
+      - "mkdocs.yml"
+      - "*.md"
+      - ".github/workflows/docs.yml"
+  workflow_dispatch:
+
+# Permisos mínimos para el deploy a Pages vía OIDC.
+permissions:
+  contents: read
+  pages: write
+  id-token: write
+
+# Un solo deploy a la vez; no cancela uno en curso.
+concurrency:
+  group: pages
+  cancel-in-progress: false
+
+jobs:
+  build:
+    name: build
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v5
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
+        with:
+          enable-cache: true
+          python-version: "3.11"
+      - name: Sync (grupo docs)
+        run: uv sync --group docs
+      - name: Build (mkdocs)
+        run: uv run mkdocs build --clean
+      - name: Upload artifact
+        uses: actions/upload-pages-artifact@v3
+        with:
+          path: site
+
+  deploy:
+    name: deploy
+    needs: build
+    runs-on: ubuntu-latest
+    environment:
+      name: github-pages
+      url: ${{ steps.deployment.outputs.page_url }}
+    steps:
+      - name: Deploy to GitHub Pages
+        id: deployment
+        uses: actions/deploy-pages@v4
diff --git a/.gitignore b/.gitignore
index b2b938a..5f6aaf4 100644
--- a/.gitignore
+++ b/.gitignore
@@ -61,6 +61,13 @@ valoraciones_*
 examples/**/*.duckdb
 
 
+# Docs (MkDocs) — output de build local; el sitio se publica vía CI (docs.yml),
+# nunca se commitea.
+site/
+
+# Borradores y exploración local (no va al repo)
+scratch/
+
 # Logs
 logs
 *.log
diff --git a/docs/Notas/22-frontera-y-alcance-de-bib2graph.md b/docs/Notas/22-frontera-y-alcance-de-bib2graph.md
new file mode 100644
index 0000000..569a5b9
--- /dev/null
+++ b/docs/Notas/22-frontera-y-alcance-de-bib2graph.md
@@ -0,0 +1,60 @@
+# 22 — Frontera y alcance de bib2graph (nota de separación)
+
+> Qué es bib2graph y dónde se detiene **a propósito**. Esta nota existe para ser transparentes con
+> quien la usa: dejar la frontera escrita, sin letra chica. Es la versión que habla al usuario; la
+> decisión, una vez asentada, se gradúa a un ADR que habla a quien decide el código. Fecha: 2026-06-28.
+
+---
+
+> **bib2graph convierte una búsqueda en un corpus, redes de citación y un orden de lectura priorizado —deterministas, reproducibles y con procedencia—. Te lleva hasta la lectura y se detiene ahí: no interpreta, no gestiona tu investigación ni usa IA; el juicio queda tuyo.**
+
+---
+
+## Qué es
+
+bib2graph hace **una** cosa, y la hace bien: toma una búsqueda —una ecuación sobre OpenAlex o un archivo `.bib`— y la transforma en material estructurado para empezar a leer con criterio. Concretamente, te entrega:
+
+- **Un corpus** que crece siguiendo las citaciones (forward y backward chaining) y que **curás vos** —aceptar, rechazar, filtrar—.
+- **Redes de citación** (acoplamiento, co-citación, co-autoría, instituciones, co-keywords), listas para Gephi, Cytoscape o networkx.
+- **Un orden de lectura priorizado**: qué leer primero, según cuánto se acopla, co-cita o es central cada pieza dentro de tu corpus.
+- **Procedencia** de todo: la cadena de búsqueda exacta, la fecha, los topes, la versión — para reconstruir y reportar cómo llegaste a lo que llegaste.
+
+Tres propiedades lo definen, y ninguna es decorativa:
+
+- **Determinista** — mismo input, mismo output. No hay azar ni modelo opaco en el medio.
+- **Reproducible** — cualquiera puede correr lo mismo y obtener lo mismo. Eso lo vuelve defendible ante un revisor.
+- **Con procedencia** — cómo lo hallaste viaja pegado al resultado. No hay magia que no puedas auditar.
+
+## Qué no es (y por qué, a propósito)
+
+Tan importante como lo que hace es lo que **elige no hacer**:
+
+- **No interpreta.** No te dice qué significan los clusters, no decide qué deberías citar, no escribe tu estado del arte. Te muestra la estructura; el sentido lo construís vos leyendo.
+- **No gestiona tu investigación.** No tiene usuarios, ni proyectos, ni colecciones, ni anotaciones. No es un Zotero ni un Mendeley. Administra **un** corpus reproducible, no tu biblioteca a través de toda tu carrera.
+- **No usa IA.** El descubrimiento es **estructura bibliométrica determinista** —acoplamiento, co-citación, centralidad—, no un modelo de lenguaje. Por eso es reproducible y reportable, y por eso no puede "alucinar" un paper que no existe.
+
+Esto no son carencias: son **la frontera**. Una herramienta que se limita a propósito es una herramienta en la que podés confiar y que podés reportar con honestidad. El día que bib2graph empezara a decidir por vos —qué es relevante, qué significa, qué citar— dejaría de ser auditable y se volvería justo lo que la buena investigación debe evitar: una caja que disfraza una elección de autoridad.
+
+## Por qué esta frontera
+
+- **Una cosa bien hecha.** Es más útil un motor afilado y predecible que una suite que hace de todo a medias. Si querés encadenarlo con otras herramientas —tuyas, de terceros, o las que vengan— podés, porque su salida es limpia, abierta y versionada.
+- **El juicio es tuyo, y eso es deliberado.** bib2graph asiste el trabajo *mecánico* —seguir citas a mano agota y se hace mal justo cuando estás cansado—. El trabajo *de criterio* —formular la pregunta, dejar que mute al leer, interpretar las tensiones, decidir qué entra— sigue siendo humano. La herramienta te lleva hasta la lectura; el trabajo de verdad, el de pensar, empieza ahí y es tuyo.
+- **Honestidad reportable.** Una corrida de bib2graph **no es** una revisión sistemática PRISMA, y no pretende serlo. Es un barrido exploratorio, reproducible y documentado, que reduce el sesgo de empezar tu lectura solo por lo que ya recordabas. Reportarlo así —con modestia y con la procedencia a la vista— es más fuerte, no más débil.
+
+## El principio de diseño: la frontera se sostiene sola
+
+Esta nota no enumera una lista cerrada de exclusiones; declara un **principio**.
+
+> Si una funcionalidad es muy distinta de *"convertir una búsqueda en estructura navegable"* —aunque sea una parte legítima del ciclo de investigación— **no entra en bib2graph: se construye al lado, como otra herramienta**.
+
+La frontera no se ensancha para acomodar lo nuevo. Lo nuevo se construye afuera y, si hace falta, se conecta consumiendo la salida limpia y versionada de bib2graph. Gestionar una biblioteca a través de proyectos, interpretar las tensiones de un campo, asistir la escritura: son trabajo real y parte del ciclo, pero son **otras** cosas, y mezclarlas adentro degradaría lo único que bib2graph promete ser —un motor determinista y confiable—.
+
+El principio es **fractal**: la misma disciplina que separa bib2graph de lo demás separa después módulo de módulo dentro del código, y esta nota (que habla al usuario) del ADR (que habla a quien decide el código). Trazar la línea con claridad, en cada nivel, es lo que mantiene cada pieza comprensible y confiable.
+
+## Dónde encaja en tu ciclo
+
+El ciclo de exploración bibliográfica es iterativo: sembrás, seguís citas, la pregunta muta, volvés a sembrar; después organizás, interpretás, escribís. bib2graph vive en el tramo del **forrajeo** —de la semilla a un corpus navegable con su orden de lectura— y se retira antes de la interpretación y la escritura. No te acompaña en todo el ciclo a propósito: hace bien su tramo y te entrega el material limpio para el tuyo. Lo que sigue —pensar, enmarcar, escribir— es tuyo, con tu juicio y con las herramientas que elijas.
+
+---
+
+*bib2graph es software libre (GPL-3.0). El código es la fuente de verdad; esta nota fija la intención.*
diff --git a/docs/ai-disclosure.md b/docs/ai-disclosure.md
new file mode 100644
index 0000000..319dc5f
--- /dev/null
+++ b/docs/ai-disclosure.md
@@ -0,0 +1,5 @@
+---
+title: IA en el desarrollo
+---
+
+{% include-markdown "../AI_DISCLOSURE.md" %}
diff --git a/docs/changelog.md b/docs/changelog.md
new file mode 100644
index 0000000..6b9015b
--- /dev/null
+++ b/docs/changelog.md
@@ -0,0 +1,5 @@
+---
+title: Changelog
+---
+
+{% include-markdown "../CHANGELOG.md" %}
diff --git a/docs/contributing.md b/docs/contributing.md
new file mode 100644
index 0000000..1fd8277
--- /dev/null
+++ b/docs/contributing.md
@@ -0,0 +1,5 @@
+---
+title: Contribuir
+---
+
+{% include-markdown "../CONTRIBUTING.md" %}
diff --git a/docs/getting-started/installation.md b/docs/getting-started/installation.md
new file mode 100644
index 0000000..c2129c1
--- /dev/null
+++ b/docs/getting-started/installation.md
@@ -0,0 +1,39 @@
+---
+title: Instalación
+---
+
+# Instalación
+
+bib2graph necesita **Python ≥ 3.11**.
+
+## Con uv (recomendado)
+
+Recomendamos [**uv**](https://docs.astral.sh/uv/) para gestionar el entorno:
+
+```bash
+uv add bib2graph
+```
+
+## Con pip
+
+```bash
+pip install bib2graph
+```
+
+## Extras opcionales
+
+Algunas capacidades viven en extras opt-in para mantener el núcleo liviano:
+
+| Extra | Habilita | Instalar |
+|-------|----------|----------|
+| `bibtex` | Sembrar el corpus desde archivos `.bib` | `uv add "bib2graph[bibtex]"` |
+| `gui` | Interfaz local (FastAPI + SPA), aún en construcción | `uv add "bib2graph[gui]"` |
+
+## Verificá la instalación
+
+```bash
+b2g --help
+```
+
+Deberías ver el grupo de comandos del CLI `b2g`. Si es así, seguí con el
+[Quickstart](quickstart.md).
diff --git a/docs/getting-started/quickstart.md b/docs/getting-started/quickstart.md
new file mode 100644
index 0000000..136b0d8
--- /dev/null
+++ b/docs/getting-started/quickstart.md
@@ -0,0 +1,57 @@
+---
+title: Quickstart
+---
+
+# Quickstart
+
+De una ecuación de búsqueda a un GraphML, sin escribir código.
+
+## Desde el CLI
+
+<!-- termynal -->
+
+```
+$ b2g init mi-investigacion
+Workspace creado en ./mi-investigacion
+$ cd mi-investigacion
+$ b2g seed --equation '"unequal ecological exchange"' --max-results 50
+Sembrando desde OpenAlex...
+---> 100%
+52 papers en el corpus
+$ b2g build
+Construyendo las redes...
+---> 100%
+Listas: acoplamiento · co-citación · co-autoría · instituciones · co-keywords
+$ b2g export --format graphml
+Exportadas a ./redes/*.graphml
+```
+
+En tres pasos pasaste de una ecuación a redes en GraphML, sin escribir código.
+
+Cada comando acepta `--json` para orquestarlo desde scripts o agentes. Para la
+lista completa de comandos y opciones, corré `b2g --help` o mirá la
+[referencia del CLI `b2g`](../reference/cli.md).
+
+!!! tip "Workspace por investigación"
+    `b2g init` crea una carpeta autocontenida (`workspace.json` + base de datos +
+    redes/snapshots/exports). Todos los comandos resuelven el workspace desde el
+    directorio actual — por eso el `cd` después de `init`.
+
+## Desde Python
+
+```python
+from pathlib import Path
+from bib2graph import OpenAlexSource, DuckDBStore, Networks, GraphMLExporter
+
+corpus = OpenAlexSource().seed('"unequal ecological exchange"').corpus
+store = DuckDBStore(Path("biblioteca.duckdb"))
+store.persist(corpus)
+
+for red in Networks.quick(store.load()):
+    GraphMLExporter().export(red.graph, red.metrics, out_dir=Path(f"redes/{red.spec.kind}"))
+```
+
+## Siguiente paso
+
+- Profundizá en flujos concretos en las [Guías](../guias/index.md).
+- Entendé el modelo por dentro en [Arquitectura](../ARCHITECTURE.md).
diff --git a/docs/guias/index.md b/docs/guias/index.md
new file mode 100644
index 0000000..db61584
--- /dev/null
+++ b/docs/guias/index.md
@@ -0,0 +1,28 @@
+---
+title: Guías (how-to)
+---
+
+# Guías (how-to)
+
+Las **guías** son recetas orientadas a una tarea concreta: ya sabés qué querés
+hacer y buscás los pasos para lograrlo. Si en cambio querés *aprender* desde
+cero, empezá por los [Tutoriales](../tutoriales/index.md).
+
+!!! note "En construcción"
+    Estamos escribiendo las guías. Seguimiento en el
+    [issue #208](https://github.com/complexluise/bib2graph/issues/208).
+    Planificado:
+
+    - Cómo elaborar y refinar una ecuación de búsqueda.
+    - Cómo expandir el corpus por citaciones (forrajeo) sin perder el foco.
+    - Cómo aplicar filtros PRISMA y curar (aceptar/rechazar) de forma versionable.
+    - Cómo interpretar las 5 redes y exportarlas a Gephi / Cytoscape.
+    - Cómo hacer reproducible un análisis (snapshots e historia del corpus).
+
+## Mientras tanto
+
+- [Quickstart](../getting-started/quickstart.md) — el camino más corto a un
+  GraphML.
+- [Referencia del CLI `b2g`](../reference/cli.md) — todos los comandos y opciones.
+- [API de Python](../reference/python-api.md) — para uso como librería.
+- [Arquitectura](../ARCHITECTURE.md) — el modelo mental del ciclo y las redes.
diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 0000000..8757ee3
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1,74 @@
+---
+title: Inicio
+---
+
+# bib2graph
+
+> De una búsqueda bibliográfica a **redes de citación reproducibles** — una
+> biblioteca de literatura que curás vos, sin servidores ni planillas.
+
+**bib2graph** toma una ecuación de búsqueda (o un archivo `.bib`), arma un corpus
+de papers desde [OpenAlex](https://openalex.org), te deja **curarlo** y lo
+proyecta a **redes bibliométricas** listas para analizar en Gephi, Cytoscape,
+networkx o donde quieras: acoplamiento bibliográfico, co-citación, co-autoría,
+colaboración institucional y co-ocurrencia de keywords.
+
+El corpus **persiste y crece** entre sesiones, y el resultado es **reproducible**:
+mismo input, mismas redes.
+
+!!! warning "Alpha"
+    Mientras la versión sea `0.x`, la API puede cambiar entre releases menores.
+    Úsalo para explorar y validar, no como dependencia estable de producción
+    todavía.
+
+## Empezá acá
+
+<div class="grid cards" markdown>
+
+-   :material-download: **[Instalación](getting-started/installation.md)**
+
+    Instalá `bib2graph` con `uv` o `pip` en un minuto.
+
+-   :material-rocket-launch: **[Quickstart](getting-started/quickstart.md)**
+
+    De una ecuación a un GraphML, sin escribir código.
+
+-   :material-book-open-variant: **[Guías](guias/index.md)**
+
+    Tutoriales y recetas para tareas concretas de investigación.
+
+-   :material-api: **[Referencia](reference/cli.md)**
+
+    El CLI `b2g` y la API de Python, autogeneradas desde el código.
+
+</div>
+
+## Qué hace
+
+- **Siembra** desde una ecuación de búsqueda (OpenAlex) o un archivo BibTeX.
+- **Expande** el corpus siguiendo citaciones, rankeando candidatos por
+  estructura — sin IA.
+- **Curás vos:** aceptar/rechazar papers, filtros PRISMA, todo versionable en CSV.
+- **5 redes bibliométricas:** acoplamiento, co-citación, co-autoría,
+  instituciones, co-keywords.
+- **Sub-redes temáticas** filtrando por keyword.
+- **Biblioteca persistente** (DuckDB) que crece entre sesiones.
+- **Reproducible:** mismo corpus → mismas redes y comunidades (hash de contenido).
+- **Dos interfaces:** CLI scriptable (`b2g`, salida `--json`) y librería de Python.
+- **Exporta** a GraphML/CSV para Gephi, Cytoscape, networkx, etc.
+
+## Cómo se construye (y la IA)
+
+bib2graph se desarrolla **con la IA en el lazo**: una persona plantea el problema,
+decide y **aprueba cada cambio**; modelos de IA implementan el código, los tests y
+la documentación bajo esa dirección. **El producto en sí no usa IA generativa** —
+el ranking del forrajeo es estructura bibliométrica determinista (acoplamiento,
+co-citación, centralidad), sin LLM ni embeddings, y la curación es 100% humana. El
+detalle está en [IA en el desarrollo](ai-disclosure.md).
+
+## Licencia
+
+[GPL-3.0-or-later](https://github.com/complexluise/bib2graph/blob/main/LICENSE) —
+software libre con copyleft fuerte: cualquier derivado que se distribuya debe
+seguir siendo libre y de código abierto. Es deliberado: esta herramienta queda
+para la comunidad y no puede cerrarse en un producto propietario.
diff --git a/docs/reference/cli.md b/docs/reference/cli.md
new file mode 100644
index 0000000..dd7c5b0
--- /dev/null
+++ b/docs/reference/cli.md
@@ -0,0 +1,22 @@
+---
+title: CLI b2g
+---
+
+# CLI `b2g`
+
+Referencia completa del CLI agente-native `b2g`: el grupo principal y todos sus
+subcomandos, con sus opciones y textos de ayuda. Se **autogenera desde el grupo
+Click** (mkdocs-click): es la misma información que `b2g --help`, siempre en
+sincronía con el código.
+
+!!! info "Salida JSON"
+    Cada subcomando acepta `--json` (envelope versionado) y respeta los exit
+    codes 0–5. Los detalles del contrato (envelope, exit codes, FSM) están en
+    [Contratos detallados](../API.md).
+
+::: mkdocs-click
+    :module: bib2graph.cli
+    :command: b2g
+    :prog_name: b2g
+    :depth: 1
+    :style: table
diff --git a/docs/reference/python-api.md b/docs/reference/python-api.md
new file mode 100644
index 0000000..3f05ae8
--- /dev/null
+++ b/docs/reference/python-api.md
@@ -0,0 +1,63 @@
+---
+title: API de Python
+---
+
+# API de Python
+
+Referencia de la **superficie pública de la librería** `bib2graph`, agrupada por
+tema. Se **autogenera desde los docstrings** del código (mkdocstrings): si cambia
+el código, cambia esta página.
+
+Para usar la herramienta desde la terminal, mirá la [referencia del CLI `b2g`](cli.md).
+
+## Corpus y persistencia
+
+::: bib2graph.Corpus
+::: bib2graph.Manifest
+::: bib2graph.CorpusSnapshot
+::: bib2graph.SchemaError
+::: bib2graph.TabularBackend
+::: bib2graph.InMemoryBackend
+::: bib2graph.stores.duckdb.DuckDBStore
+::: bib2graph.backends.duckdb.DuckDBBackend
+
+## Fuentes (siembra)
+
+::: bib2graph.Source
+::: bib2graph.OpenAlexSource
+::: bib2graph.BibtexSource
+::: bib2graph.SeedResult
+
+## Forrajeo y curación
+
+::: bib2graph.Forager
+::: bib2graph.RankedCandidates
+::: bib2graph.GrowthPreview
+::: bib2graph.Preprocessor
+::: bib2graph.apply_filters
+::: bib2graph.FilterCriterion
+
+## Redes (proyección)
+
+::: bib2graph.Networks
+::: bib2graph.NetworkArtifact
+::: bib2graph.BibliographicCouplingProjector
+::: bib2graph.CoCitationProjector
+::: bib2graph.AuthorCollaborationProjector
+::: bib2graph.InstitutionCollaborationProjector
+::: bib2graph.KeywordCoOccurrenceProjector
+
+## Análisis de redes
+
+::: bib2graph.network_metrics
+::: bib2graph.centrality
+::: bib2graph.detect_communities
+::: bib2graph.assortativity
+::: bib2graph.community_composition
+::: bib2graph.cocitation_quality_report
+::: bib2graph.QualityThresholds
+
+## Exportadores
+
+::: bib2graph.GraphMLExporter
+::: bib2graph.CsvExporter
diff --git a/docs/tutoriales/index.md b/docs/tutoriales/index.md
new file mode 100644
index 0000000..f059454
--- /dev/null
+++ b/docs/tutoriales/index.md
@@ -0,0 +1,32 @@
+---
+title: Tutoriales
+---
+
+# Tutoriales
+
+Los **tutoriales** te enseñan a usar bib2graph paso a paso, partiendo de cero y
+llegando a un resultado concreto. Son para *aprender* (a diferencia de las
+[Guías](../guias/index.md), que son para *resolver una tarea puntual*).
+
+!!! note "En construcción"
+    El tutorial end-to-end está en preparación. Hoy, el camino guiado más corto
+    es el [Quickstart](../getting-started/quickstart.md).
+
+    Planificado (seguimiento en el
+    [issue #208](https://github.com/complexluise/bib2graph/issues/208)):
+
+    **De una pregunta de investigación a un mapa de citación.** Un caso real,
+    de punta a punta, reusando el corpus de ejemplo `examples/valoraciones/`:
+
+    1. Plantear la pregunta y la ecuación de búsqueda.
+    2. Sembrar el corpus (`seed`).
+    3. Expandir por citaciones (`chain`).
+    4. Curar: aceptar/rechazar, filtros PRISMA.
+    5. Construir las redes (`build`) y leerlas (`read`).
+    6. Exportar a GraphML y abrir en Gephi.
+
+## Mientras tanto
+
+- [Quickstart](../getting-started/quickstart.md) — el ciclo mínimo en 2 minutos.
+- [Guías (how-to)](../guias/index.md) — recetas para tareas concretas.
+- [Referencia del CLI `b2g`](../reference/cli.md) — todos los comandos.
diff --git a/docs/versioning.md b/docs/versioning.md
new file mode 100644
index 0000000..4406d93
--- /dev/null
+++ b/docs/versioning.md
@@ -0,0 +1,5 @@
+---
+title: Versionado
+---
+
+{% include-markdown "../VERSIONING.md" %}
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 0000000..b5f678a
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,152 @@
+# mkdocs.yml — sitio de documentación de bib2graph
+#
+# Fuente: docs/ (mismo árbol que ya mantenemos). El sitio NO duplica contenido:
+# reusa API.md, ARCHITECTURE.md, los ADRs (docs/decisiones/) y, vía
+# include-markdown, los .md de la raíz (CONTRIBUTING, CHANGELOG, AI_DISCLOSURE).
+# Lo interno (Notas/, _archivo/, features/, ROADMAP/, borradores) queda fuera del
+# sitio público — ver `exclude_docs` más abajo.
+#
+# Build local:   uv sync --group docs && uv run mkdocs serve
+# Deploy:        .github/workflows/docs.yml → GitHub Pages (push a main)
+
+site_name: bib2graph
+site_description: >-
+  De una búsqueda bibliográfica a redes de citación reproducibles — una
+  biblioteca de literatura que curás vos, sin servidores ni planillas.
+site_author: Equipo bib2graph
+site_url: https://complexluise.github.io/bib2graph/
+copyright: Copyright &copy; 2026 Equipo bib2graph (complexluise) — GPL-3.0-or-later
+
+repo_url: https://github.com/complexluise/bib2graph
+repo_name: complexluise/bib2graph
+edit_uri: edit/dev/docs/
+
+docs_dir: docs
+
+# Validación de enlaces. Muchos .md fuente —los ADRs (inmutables) y los archivos
+# de raíz como CONTRIBUTING/VERSIONING/AGENTS— enlazan entre sí con rutas
+# relativas que son correctas en GitHub (su render principal) pero caen fuera de
+# docs/ en el sitio. Los degradamos a `info` para no ahogar el build con ruido
+# intencional, PERO mantenemos `anchors: warn` para seguir cazando anclas rotas
+# reales en las páginas que sí escribimos.
+validation:
+  links:
+    not_found: info
+    anchors: warn
+    absolute_links: ignore
+    unrecognized_links: ignore
+
+theme:
+  name: material
+  language: es
+  icon:
+    repo: fontawesome/brands/github
+  palette:
+    - media: "(prefers-color-scheme: light)"
+      scheme: default
+      primary: teal
+      accent: deep orange
+      toggle:
+        icon: material/weather-night
+        name: Cambiar a modo oscuro
+    - media: "(prefers-color-scheme: dark)"
+      scheme: slate
+      primary: teal
+      accent: deep orange
+      toggle:
+        icon: material/weather-sunny
+        name: Cambiar a modo claro
+  features:
+    - navigation.tabs
+    - navigation.sections
+    - navigation.top
+    - navigation.instant
+    - navigation.tracking
+    - navigation.indexes
+    - toc.follow
+    - search.suggest
+    - search.highlight
+    - content.code.copy
+    - content.action.edit
+
+plugins:
+  - search:
+      lang: es
+  - include-markdown
+  # Anima sesiones de terminal: bloques precedidos por <!-- termynal -->.
+  - termynal
+  # Referencia de la librería autogenerada desde los docstrings (src layout).
+  - mkdocstrings:
+      handlers:
+        python:
+          paths: [src]
+          options:
+            docstring_style: google
+            show_root_heading: true
+            show_root_full_path: false
+            show_source: false
+            show_signature_annotations: true
+            separate_signature: true
+            members_order: source
+            heading_level: 2
+            filters: ["!^_"]
+
+markdown_extensions:
+  - admonition
+  - attr_list
+  - md_in_html
+  - tables
+  - toc:
+      permalink: true
+  - pymdownx.details
+  - pymdownx.superfences
+  - pymdownx.tabbed:
+      alternate_style: true
+  - pymdownx.highlight:
+      anchor_linenums: true
+  - pymdownx.inlinehilite
+  - pymdownx.emoji:
+      emoji_index: !!python/name:material.extensions.emoji.twemoji
+      emoji_generator: !!python/name:material.extensions.emoji.to_svg
+  # Referencia del CLI b2g autogenerada desde el grupo Click.
+  - mkdocs-click
+
+# Páginas que se construyen y son enlazables por URL, pero NO aparecen en el
+# sidebar (los 38 ADRs viven en su índice docs/decisiones/README.md).
+not_in_nav: |
+  /decisiones/0*.md
+  /decisiones/registro-ia.md
+
+# Contenido interno: no se publica en el sitio. Si algo de acá hay que mostrar,
+# se promueve explícitamente a una página del nav.
+exclude_docs: |
+  Notas/
+  _archivo/
+  features/
+  ROADMAP/
+  RELEASE_TEMPLATE.md
+
+# Estructura Diátaxis (https://diataxis.fr): Empezar/Tutoriales (aprender),
+# Guías (resolver una tarea), Referencia (consultar), Explicación (entender).
+nav:
+  - Inicio: index.md
+  - Empezar:
+      - Instalación: getting-started/installation.md
+      - Quickstart: getting-started/quickstart.md
+  - Tutoriales:
+      - tutoriales/index.md
+  - Guías (how-to):
+      - guias/index.md
+  - Referencia:
+      - API de Python: reference/python-api.md
+      - CLI b2g: reference/cli.md
+      - Contratos detallados: API.md
+  - Explicación:
+      - Arquitectura: ARCHITECTURE.md
+      - Decisiones de diseño (ADRs): decisiones/README.md
+      - Requisitos del producto (PRD): PRD.md
+  - Proyecto:
+      - Contribuir: contributing.md
+      - Versionado: versioning.md
+      - IA en el desarrollo: ai-disclosure.md
+      - Changelog: changelog.md
diff --git a/pyproject.toml b/pyproject.toml
index 5f70e6a..eb7389c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -127,6 +127,19 @@ dev = [
     "types-pyyaml>=6.0.12.20260518",
 ]
 
+# Sitio de documentación (MkDocs Material). Solo para construir docs en local y
+# en CI (.github/workflows/docs.yml); no se publica a PyPI. `uv sync --group docs`.
+# La referencia de API/CLI se autogenera del código: mkdocstrings (librería,
+# desde docstrings) y mkdocs-click (CLI b2g, desde el grupo Click). termynal
+# anima las sesiones de terminal del quickstart.
+docs = [
+    "mkdocs-material>=9.5",
+    "mkdocs-include-markdown-plugin>=6",
+    "mkdocstrings[python]>=0.24",
+    "mkdocs-click>=0.8",
+    "termynal>=0.12",
+]
+
 # ----- Tooling ------------------------------------------------------------
 
 [tool.ruff]
diff --git a/src/bib2graph/sources/openalex.py b/src/bib2graph/sources/openalex.py
index 15133c7..f15ee56 100644
--- a/src/bib2graph/sources/openalex.py
+++ b/src/bib2graph/sources/openalex.py
@@ -1084,12 +1084,13 @@ def fetch_citing_batch_with_works(
                 ``None`` = sin tope.
 
         Returns:
-            Tupla ``(attribution, works_map)`` donde:
-            - ``attribution``: ``{seed_id: [citer_id, ...]}``, orden alfabético,
-              idéntico al retorno de ``fetch_citing_batch`` con los mismos args.
-            - ``works_map``: ``{citer_id: work_json}`` con el objeto JSON completo
-              (campos ``_FIELDS``: título, año, autores, referencias, etc.) de
-              cada citante distinto traído en las páginas de la atribución.
+            Tupla ``(attribution, works_map)``. ``attribution`` es
+            ``{seed_id: [citer_id, ...]}`` en orden alfabético, idéntico al
+            retorno de ``fetch_citing_batch`` con los mismos argumentos.
+            ``works_map`` es ``{citer_id: work_json}`` con el objeto JSON
+            completo (campos ``_FIELDS``: título, año, autores, referencias,
+            etc.) de cada citante distinto traído en las páginas de la
+            atribución.
         """
         if not ids:
             return {}, {}
diff --git a/uv.lock b/uv.lock
index 25e4f8f..12632f5 100644
--- a/uv.lock
+++ b/uv.lock
@@ -77,9 +77,31 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/45/19/cc8bd127d28a43da249aa955cfd164cf8fd534e79e42cea96c4854d72fd0/ast_serialize-0.5.0-cp39-abi3-win_arm64.whl", hash = "sha256:92a31c9c20d25a076edaeec76b128a3535d74a24f340b9a8a7e96c9b86dc9642", size = 1081181, upload-time = "2026-05-17T17:48:28.122Z" },
 ]
 
+[[package]]
+name = "babel"
+version = "2.18.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/7d/b2/51899539b6ceeeb420d40ed3cd4b7a40519404f9baf3d4ac99dc413a834b/babel-2.18.0.tar.gz", hash = "sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d", size = 9959554, upload-time = "2026-02-01T12:30:56.078Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/77/f5/21d2de20e8b8b0408f0681956ca2c69f1320a3848ac50e6e7f39c6159675/babel-2.18.0-py3-none-any.whl", hash = "sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35", size = 10196845, upload-time = "2026-02-01T12:30:53.445Z" },
+]
+
+[[package]]
+name = "backrefs"
+version = "7.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5e/a7/a7dd63622beef68cc0d3c3c36d472e143dd95443d5ebf14cd1a5b4dfbf11/backrefs-7.0.tar.gz", hash = "sha256:4989bb9e1e99eb23647c7160ed51fb21d0b41b5d200f2d3017da41e023097e82", size = 7012453, upload-time = "2026-04-28T16:28:04.215Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d4/39/39a31d7eae729ea14ed10c3ccef79371197177b9355a86cb3525709e8502/backrefs-7.0-py310-none-any.whl", hash = "sha256:b57cd227ea556b0aed3dc9b8da4628db4eabc0402c6d7fcfc69283a93955f7e9", size = 380824, upload-time = "2026-04-28T16:27:55.647Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/b5/9302644225ba7dfa934a2ff2b9c7bb85701313a90dddb3dfaf693fa5bae2/backrefs-7.0-py311-none-any.whl", hash = "sha256:a0fa7360c63509e9e077e174ef4e6d3c21c8db94189b9d957289ae6d794b9475", size = 392626, upload-time = "2026-04-28T16:27:57.42Z" },
+    { url = "https://files.pythonhosted.org/packages/36/da/87912ddec6e06feffbaa3d7aa18fc6352bee2e8f1fee185d7d1690f8f4e8/backrefs-7.0-py312-none-any.whl", hash = "sha256:ca42ce6a49ace3d75684dfa9937f3373902a63284ecb385ce36d15e5dcb41c12", size = 398537, upload-time = "2026-04-28T16:27:58.913Z" },
+    { url = "https://files.pythonhosted.org/packages/00/bb/90ba423612b6aa0adccc6b1874bcd4a9b44b660c0c16f346611e00f64ac3/backrefs-7.0-py313-none-any.whl", hash = "sha256:f2c52955d631b9e1ac4cd56209f0a3a946d592b98e7790e77699339ae01c102a", size = 400491, upload-time = "2026-04-28T16:28:00.928Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/5c/fb93d3092640a24dfb7bd7727a24016d7c01774ca013e60efd3f683c8002/backrefs-7.0-py314-none-any.whl", hash = "sha256:a6448b28180e3ca01134c9cf09dcebafad8531072e09903c5451748a05f24bc9", size = 412349, upload-time = "2026-04-28T16:28:02.412Z" },
+]
+
 [[package]]
 name = "bib2graph"
-version = "0.9.0"
+version = "0.10.0"
 source = { editable = "." }
 dependencies = [
     { name = "click" },
@@ -111,6 +133,13 @@ dev = [
     { name = "types-pyyaml" },
     { name = "types-tqdm" },
 ]
+docs = [
+    { name = "mkdocs-click" },
+    { name = "mkdocs-include-markdown-plugin" },
+    { name = "mkdocs-material" },
+    { name = "mkdocstrings", extra = ["python"] },
+    { name = "termynal" },
+]
 
 [package.metadata]
 requires-dist = [
@@ -140,6 +169,13 @@ dev = [
     { name = "types-pyyaml", specifier = ">=6.0.12.20260518" },
     { name = "types-tqdm" },
 ]
+docs = [
+    { name = "mkdocs-click", specifier = ">=0.8" },
+    { name = "mkdocs-include-markdown-plugin", specifier = ">=6" },
+    { name = "mkdocs-material", specifier = ">=9.5" },
+    { name = "mkdocstrings", extras = ["python"], specifier = ">=0.24" },
+    { name = "termynal", specifier = ">=0.12" },
+]
 
 [[package]]
 name = "bibtexparser"
@@ -150,6 +186,15 @@ dependencies = [
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/44/1c/577d3ce406e88f370e80a6ebf76ae52a2866521e0b585e8ec612759894f1/bibtexparser-1.4.4.tar.gz", hash = "sha256:093b6c824f7a71d3a748867c4057b71f77c55b8dbc07efc993b781771520d8fb", size = 55594, upload-time = "2026-01-29T18:58:01.366Z" }
 
+[[package]]
+name = "bracex"
+version = "2.7"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/37/7c/a2a8a52db0ee751007507ddad3a1ddf1b0f763de546c588e7a828579bdad/bracex-2.7.tar.gz", hash = "sha256:4cb5d415a707f6beeb2779099486090bf98cbd8b7edbdfcb7cbea2f5fe6bdb48", size = 42150, upload-time = "2026-06-28T18:48:39.276Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ba/24/67865d7a710d86de496c7984e06023aa3656b5fae16ee229a530b57c0491/bracex-2.7-py3-none-any.whl", hash = "sha256:025043774188f8a05db36de9e3d4f7d82a8509a41a115cc134c44a60c36375eb", size = 11508, upload-time = "2026-06-28T18:48:38.138Z" },
+]
+
 [[package]]
 name = "certifi"
 version = "2026.5.20"
@@ -480,6 +525,27 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/13/37/a065dc3bd6e49423a6532c642ca7378d3f467b1ef44c2800c937af7f9739/filelock-3.29.4-py3-none-any.whl", hash = "sha256:dac1648087d5115554850d113e7dd8c83ab2d38e3435dde2d4f163847e57b767", size = 42757, upload-time = "2026-06-13T16:11:59.582Z" },
 ]
 
+[[package]]
+name = "ghp-import"
+version = "2.1.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "python-dateutil" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/d9/29/d40217cbe2f6b1359e00c6c307bb3fc876ba74068cbab3dde77f03ca0dc4/ghp-import-2.1.0.tar.gz", hash = "sha256:9c535c4c61193c2df8871222567d7fd7e5014d835f97dc7b7439069e2413d343", size = 10943, upload-time = "2022-05-02T15:47:16.11Z" }
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+]
+
+[[package]]
+name = "griffelib"
+version = "2.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/33/e4/8d187ea29c2e30b3a09505c567513077d6117861bde1fbd997a167f262ec/griffelib-2.1.0.tar.gz", hash = "sha256:762a186d2c6fd6794d4ea20d428d597ffb857cb56b66421651cbba15bdd5e813", size = 216234, upload-time = "2026-06-19T12:05:42.278Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e4/d3/5268aeabf2ad82658c4e2ff3a060648d0f02f3926cb53247c0e4d0dab49e/griffelib-2.1.0-py3-none-any.whl", hash = "sha256:cc7b3d2d2865ad0b909fcc38086e3f554b5ea7acbaa7bbb7ecaa3f5dfb7d9f00", size = 142560, upload-time = "2026-06-19T12:05:38.742Z" },
+]
+
 [[package]]
 name = "h11"
 version = "0.16.0"
@@ -629,6 +695,15 @@ wheels = [
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 ]
 
+[[package]]
+name = "markdown"
+version = "3.10.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/2b/f4/69fa6ed85ae003c2378ffa8f6d2e3234662abd02c10d216c0ba96081a238/markdown-3.10.2.tar.gz", hash = "sha256:994d51325d25ad8aa7ce4ebaec003febcce822c3f8c911e3b17c52f7f589f950", size = 368805, upload-time = "2026-02-09T14:57:26.942Z" }
+wheels = [
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+]
+
 [[package]]
 name = "markupsafe"
 version = "3.0.3"
@@ -703,6 +778,160 @@ wheels = [
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 ]
 
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+version = "1.6.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "ghp-import" },
+    { name = "jinja2" },
+    { name = "markdown" },
+    { name = "markupsafe" },
+    { name = "mergedeep" },
+    { name = "mkdocs-get-deps" },
+    { name = "packaging" },
+    { name = "pathspec" },
+    { name = "pyyaml" },
+    { name = "pyyaml-env-tag" },
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