Output skill isn't being invoked by Claude

Check the SKILL.md frontmatter's description field — Claude's auto-invocation depends on it matching the user prompt.

Skill_Seekers — Instalar & Demo en vivo

Por qué usarlo

Características clave

Three-phase pipeline: ingest → AI enhancement → export
Supports docs sites, GitHub repos, PDFs, videos, notebooks, wikis (18 source types)
Conflict detection — flags when docs disagree with the actual source code
Exports to 12 LLM platforms and 8 RAG frameworks from one source
Checkpoint/resume and async scraping for large sources

Demo en vivo

Cómo se ve en la práctica

skill-seekers-skill.replay ▶ listo

0/0

Instalación

Repositorio del autor · Documentación oficial de Skills de Claude

Casos de uso

Usos del mundo real: Skill_Seekers

Turn a library's documentation site into a Claude skill in 10 minutes

👤 Developers who rely on a library Claude doesn't know well ⏱ ~15 min intermediate

Cuándo usarlo: Claude keeps inventing function signatures for your favorite library because its training data is stale.

Requisitos previos

URL of the library's docs site — The canonical ReadTheDocs, Docusaurus, or mintlify URL

Flujo

Review the generated SKILL.md

Show me the frontmatter and the first 50 lines of the generated SKILL.md.✓ Copiado

→ Valid YAML frontmatter, clear sections
Test with a real prompt

Now use the new example skill to do <representative task>.✓ Copiado

→ Claude uses real API names, not hallucinated ones

Resultado: A new skill in your ~/.claude/skills/ folder that Claude picks up automatically.

Errores comunes

Docs-vs-code drift sneaks into the output — Let the conflict detector flag mismatches; skim the conflicts.md report it produces

Combinar con: firecrawl · filesystem

Generate a skill directly from a GitHub repo's code and README

👤 Anyone onboarding Claude onto an internal or obscure OSS codebase ⏱ ~20 min intermediate

Cuándo usarlo: No hosted docs exist — the README and the source are the only truth.

Flujo

Run on the repo URL

Run skill-seekers on github.com/acme/internal-sdk, include code examples from tests/.✓ Copiado

→ Extracts public API surface + example usage
Iterate on the skill

The first draft misses the auth flow — add a section on token setup.✓ Copiado

→ SKILL.md expanded with that section

Resultado: A targeted skill Claude can invoke when working in that codebase.

Errores comunes

Repo is huge and scraping stalls — Use excludePaths to skip vendored directories and test fixtures

Combinar con: github

Combinaciones

Combínalo con otros MCPs para multiplicar por 10

skill-seekers-skill + firecrawl

Firecrawl does the heavy JS-rendered scraping; Skill Seekers does the structuring

Use firecrawl to crawl the docs site, then skill-seekers to turn the output into a SKILL.md.✓ Copiado

skill-seekers-skill + github

Pull repo contents via GitHub MCP, enhance into a skill

Fetch the acme/sdk repo's README, examples/, and types, then build a skill from them.✓ Copiado

Herramientas

Lo que expone este MCP

Herramienta	Entradas	Cuándo llamar	Coste
Ingest	source URL / repo / PDF path	First phase — gather source material	Free (plus any scraper API if used)
Enhance	ingested content, target platform	Second phase — AI-write the skill	LLM tokens for enhancement
Conflict-detect	docs + code sources	Whenever you ingest both docs and source	0
Export	target platform (Claude, Cursor, LangChain, etc.)	Third phase — package for destination	0

Coste y límites

Lo que cuesta ejecutarlo

Cuota de API: None for the skill itself; depends on which scraper you pair with
Tokens por llamada: Generation phase can use 10-50k tokens for a large library
Monetario: Free — the skill itself. Pairing scrapers (Firecrawl) may cost credits.
Consejo: Cache ingested content; re-run enhance/export without re-scraping.

Seguridad

Permisos, secretos, alcance

Almacenamiento de credenciales: No credentials in the skill. Paired scrapers may need their own API keys.

Salida de datos: Only to the sources you point it at

Respect robots.txt and ToS of the sites you scrape.

Resolución de problemas

Errores comunes y soluciones

Generated SKILL.md has placeholder sections

Source was too thin — re-run with more inputs (add the GitHub repo alongside the docs site).

Checkpoint resume starts over

Make sure you're running from the same working directory where the .skillseekers/ cache was created.

Verificar: ls .skillseekers/

Alternativas

Skill_Seekers vs otros

Alternativa	Cuándo usarla	Contrapartida
skillforge	You want an interactive skill router that also creates skills on demand	Lighter generator; Skill Seekers is more thorough on heavy doc sources
Manual SKILL.md writing	The skill is small and you know the library cold	Faster for trivial skills; tedious at scale

Más

Recursos

📖 Lee el README oficial en GitHub

🐙 Ver issues abiertas

🔍 Ver todos los 400+ servidores MCP y Skills