Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Crawlee Python
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Crawlee Python
Best first install candidate based on install readiness and adoption.
Freshest repo
Crawlee Python
Most recent maintenance signal among this shortlist.
| Signal | Webscraping From 0 To Hero The web scraping open project repository aims to share knowledge and experiences about web scraping with Python | Crawlee Python Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation. |
|---|---|---|
| Quality | 68/100 Promising | 100/100 Excellent |
| Decision verdict | 70/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 1.7K stars Verified outcomes are shown on each skill page | 9.5K stars Verified outcomes are shown on each skill page |
| Freshness | May 27, 2024 | Sep 10, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Playwright, Claude Code, Browser agents | Python, Playwright, Claude Code, OpenAI Agents, Browser agents |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add TheWebScrapingClub/webscraping-from-0-to-hero | $ npx skills add apify/crawlee-python |