claude-skill

crawl4ai-skill

Scrape JavaScript-heavy sites and extract structured data via reusable CSS schemas. Portable agent skill wrapping the Crawl4AI CLI and Python SDK.
49 stars+1★ this week13 forksPythonUpdated 10/5/2026100% free · open source
What it does

Crawl any JavaScript‑heavy website and pull out structured data using reusable CSS selector schemas.

When to use it
  • •You need product data (price, specs, images) from a SPA that renders in the browser.
  • •You want a repeatable scraper that non‑technical team members can maintain by editing a CSS file.
  • •You need to feed live web data into a LLM prompt without writing a custom scraper from scratch.
Ready-to-paste prompt
Claude, run the crawl4ai‑skill with:
```json
{
  "url": "https://shop.example.com/item/456",
  "css_schema": "item_schema.css",
  "output_path": "item_456.json"
}
```
Heads up: Crawl4AI relies on Playwright; if you skip `python -m playwright install` the scraper will fail with a missing browser error.
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/crawl4ai-skill && curl -fsSL https://workflowstacks.com/api/skills/crawl4ai-skill/claude-skill -o ~/.claude/skills/crawl4ai-skill/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

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What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

13
top-level files
7
folders
304K
source size
Other
license
Key files
.editorconfig
AGENTS.md
README.md
SKILL.md
File tree
.github/
evals/
fixtures/
references/
scripts/
templates/
tests/
.editorconfig
.gitattributes
.gitignore
.markdownlint-cli2.yaml
AGENTS.md
CHANGELOG.md
CONTRIBUTING.md
LICENSE
LICENSE-APACHE
LICENSE-MIT
README.md
SKILL.md
VERSION
Quick Actions
Details
Creator
brettdavies
Language
Python
Category
claude-skill
Published
12/3/2025

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Featured on WorkflowStacks
[![Featured on WorkflowStacks](https://workflowstacks.com/api/badge/crawl4ai-skill.svg)](https://workflowstacks.com/skills/crawl4ai-skill?utm_source=github&utm_medium=badge)
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