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Crawl4AI

Skill mj-deving/pai-skills/skills/Scraping/Crawl4AI

Curated, sanitized export of 21 agent-skill packages for Claude Code and Codex, gated by an automated publication audit (no secrets, no local paths).

Install
npx -y skills add mj-deving/pai-skills --skill Crawl4AI

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

2 things to look at

  • no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
  • 0 stars0 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.

What its author says it does

Copied from the file, not written here

Free open-source multi-page website crawler — self-hosted Python crawler that outputs LLM-ready Markdown with JS rendering. USE WHEN crawl website free, crawl site, crawl pages free, free crawler, open source crawler, crawl4ai, crawl without cost, self-hosted crawl, map website, extract all pages.

SKILL.md

1.5 KB, as published. Nobody here has run it

Customization

Before executing, check for user customizations at: ${PAI_USER_DIR}/SKILLCUSTOMIZATIONS/Crawl4AI/

Crawl4AI — Free Self-Hosted Website Crawler

Open-source Python crawler (58K+ GitHub stars). Crawls entire websites, outputs clean Markdown, handles JavaScript. Completely free, runs locally.

When to Use

  • Crawl multiple pages of a website (free alternative to BrightData Crawl)
  • Extract all pages under a URL path
  • Build a sitemap + content index
  • When BrightData costs are not justified

When NOT to Use

  • Single page scraping (→ Jina Reader, faster)
  • Anti-bot / Cloudflare bypass needed (→ BrightData)
  • Social media platforms (→ Apify)
  • High-volume at scale (→ Spider.cloud)

Workflow Routing

Request PatternRoute To
Crawl website, crawl all pages, map site, extract siteWorkflows/Crawl.md

Prerequisites

  • Python 3.12 ✅
  • crawl4ai package (pip install)
  • Playwright browsers (for JS rendering)

Capabilities

  • JS rendering: Yes (via Playwright)
  • Markdown output: Yes (native)
  • Multi-page crawling: Yes
  • AI extraction: Yes (with own LLM)
  • Cost: $0 (self-hosted)
  • Rate limit: Only your machine's capacity

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.