---

name: auto-skill-generator description: > Generate skills from web research. Given a topic like "how to use Stripe API" or "Prisma ORM", this skill searches for authoritative documentation, crawls the best source, and generates a ready-to-use .md skill file. Use when: (1) User wants to create a skill about a library/tool/API, (2) User says "create a skill for X", "make a skill about X", or "generate skill for X", (3) User wants to capture documentation as a reusable skill.

Auto Skill Generator

Generate skills by researching and crawling authoritative documentation.

Tool: fetch_docs.py

Copy# Search - returns all URLs with snippets
python scripts/fetch_docs.py search "Modal GPU Python documentation"

# Crawl - with domain/path filtering to stay focused
python scripts/fetch_docs.py crawl \
  --url https://modal.com/docs/guide/gpu \
  --no-external \
  --select-paths "/docs/.*" \
  --instructions "Focus on GPU setup and code examples" \
  --limit 30

Workflow

1. Search for Documentation

Copypython scripts/fetch_docs.py search "{topic} documentation"

Returns JSON with all URLs, titles, scores, and content snippets.

2. Select Best URL

Review search results and select based on:

• Official docs: *.com/docs/, docs.*.com, *.readthedocs.io
• Content relevance: Check snippets for API docs, code examples
• Avoid: Blog posts, changelogs, marketing, glossaries

3. Crawl with Filtering

Copypython scripts/fetch_docs.py crawl \
  --url {selected_url} \
  --no-external \
  --select-paths "/docs/.*" "/guide/.*" \
  --instructions "Focus on API methods and code examples"

Core Parameters:

Domain/Path Filtering (Critical):

Quality Options:

4. Generate Skill File

From crawled content, create:

Copy---
name: {topic-slug}ß
description: >
  {What the skill does}. Use when: {specific triggers}.
---

# {Topic Name}

## Quick Start
## Core API
## Common Patterns

Output

• Location: ~/.claude/skills/{topic-slug}/SKILL.md
• Extract ALL code blocks from crawled content
• Keep SKILL.md under 500 lines; split to references/ if longer