Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Colly is the strongest overall pick here because it has a 100/100 readiness score and fits Web scraping.
Strongest overall
Colly
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Colly
Best first install candidate based on install readiness and adoption.
Freshest repo
Newspaper
Most recent maintenance signal among this shortlist.
| Signal | Feapder 🚀🚀🚀feapder is an easy to use, powerful crawler framework | feapder是一款上手简单，功能强大的Python爬虫框架。内置AirSpider、Spider、TaskSpider、BatchSpider四种爬虫解决不同场景的需求。且支持断点续爬、监控报警、浏览器渲染、海量数据去重等功能。更有功能强大的爬虫管理系统feaplat为其提供方便的部署及调度 | Proxy Pool Python ProxyPool for web spider | Newspaper newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs: | Colly Elegant Scraper and Crawler Framework for Golang |
|---|---|---|---|---|
| Quality | 96/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 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. | 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. |
| Adoption | 3.7K stars Verified outcomes are shown on each skill page | 23K stars Verified outcomes are shown on each skill page | 15K stars Verified outcomes are shown on each skill page | 25K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 1, 2026 | Jun 9, 2026 | Jul 8, 2026 | Jun 18, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, Crawler, Claude Code | Python, Crawler, Claude Code | Python, Crawler, Claude Code | Go, Crawler, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | 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 | 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 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 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 |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add Boris-code/feapder | $ npx skills add jhao104/proxy_pool | $ npx skills add codelucas/newspaper | $ npx skills add gocolly/colly |