Skill comparison
Compare agent skills before installing.
Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Crawlee Python is the strongest overall pick here because it has a 100/100 readiness score and fits Web scraping.
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 | PHPScraper A universal web-util for PHP. | Phantomas Headless Chromium-based web performance metrics collector and monitoring tool | 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. | Headless Chrome Crawler Distributed crawler powered by Headless Chrome |
|---|---|---|---|---|
| Quality | 54/100 Needs review | 100/100 Excellent | 100/100 Excellent | 78/100 Strong |
| Decision verdict | 56/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 80/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 586 stars 0 installs | 2.3K stars 0 installs | 9.2K stars 0 installs | 5.6K stars 0 installs |
| Freshness | Apr 9, 2024 | May 28, 2026 | Jun 15, 2026 | Apr 29, 2023 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | PHP, Puppeteer, Claude Code, Browser agents | JavaScript, Puppeteer, Claude Code, Browser agents | Python, Playwright, Claude Code, OpenAI Agents, Browser agents | JavaScript, Puppeteer, Claude Code, Browser agents |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | 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 | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that require actively maintained dependencies · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies | 3 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add spekulatius/PHPScraper | $ npx skills add macbre/phantomas | $ npx skills add apify/crawlee-python | $ npx skills add yujiosaka/headless-chrome-crawler |