Skill_Seekers skill-builder

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.

install

source · Clone the upstream repo

git clone https://github.com/yusufkaraaslan/Skill_Seekers

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/yusufkaraaslan/Skill_Seekers "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/skill-seekers" ~/.claude/skills/yusufkaraaslan-skill-seekers-skill-builder-b30c8d && rm -rf "$T"

manifest: skills/skill-seekers/SKILL.md

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