Skill seekers

Skill onfire7777/universal-ai-skills-library/skills/skill-seekers

Automatically detect source types and build AI skills using Skill Seekers. Use when the user wants to create skills from documentation, repos, PDFs, videos, or other knowledge sources.From its SKILL.md

Install

npx -y skills add onfire7777/universal-ai-skills-library --skill skill-seekers

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

14 stars14 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

3.0 KB, 724 tokens by cl100k_base, as published. Nobody here has run it

Skill Builder

You have access to the Skill Seekers MCP server which provides 35 tools for converting knowledge sources into AI-ready skills.

When to Use This Skill

Use this skill when the user:

Wants to create an AI skill from a documentation site, GitHub repo, PDF, video, or other source
Needs to convert documentation into a format suitable for LLM consumption
Wants to update or sync existing skills with their source documentation
Needs to export skills to vector databases (Weaviate, Chroma, FAISS, Qdrant)
Asks about scraping, converting, or packaging documentation for AI

Source Type Detection

Automatically detect the source type from user input:

Input Pattern	Source Type	Tool to Use
`https://...` (not GitHub/YouTube)	Documentation	`scrape_docs`
`owner/repo` or `github.com/...`	GitHub	`scrape_github`
`*.pdf`	PDF	`scrape_pdf`
YouTube/Vimeo URL or video file	Video	`scrape_video`
Local directory path	Codebase	`scrape_codebase`
`.ipynb`, `.html`, `.yaml` (OpenAPI), `.adoc`, `.pptx`, `.rss`, `*.1`-`.8`	Various	`scrape_generic`
JSON config file	Unified	Use config with `scrape_docs`

Recommended Workflow

Detect source type from the user's input
Generate or fetch config using generate_config or fetch_config if needed
Estimate scope with estimate_pages for documentation sites
Scrape the source using the appropriate scraping tool
Enhance with enhance_skill if the user wants AI-powered improvements
Package with package_skill for the target platform
Export to vector DB if requested using export_to_* tools

Available MCP Tools

Config Management

generate_config — Generate a scraping config from a URL
list_configs — List available preset configs
validate_config — Validate a config file

Scraping (use based on source type)

scrape_docs — Documentation sites
scrape_github — GitHub repositories
scrape_pdf — PDF files
scrape_video — Video transcripts
scrape_codebase — Local code analysis
scrape_generic — Jupyter, HTML, OpenAPI, AsciiDoc, PPTX, RSS, manpage, Confluence, Notion, chat

Post-processing

enhance_skill — AI-powered skill enhancement
package_skill — Package for target platform
upload_skill — Upload to platform API
install_skill — End-to-end install workflow

Advanced

detect_patterns — Design pattern detection in code
extract_test_examples — Extract usage examples from tests
build_how_to_guides — Generate how-to guides from tests
split_config — Split large configs into focused skills
export_to_weaviate, export_to_chroma, export_to_faiss, export_to_qdrant — Vector DB export

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.