Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
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 | AppCrawler 基于appium的app自动遍历工具 | Colly Elegant Scraper and Crawler Framework for Golang | Newspaper newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs: | Proxy Pool Python ProxyPool for web spider |
|---|---|---|---|---|
| Quality | 87/100 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 | 1.2K stars Verified outcomes are shown on each skill page | 25K stars Verified outcomes are shown on each skill page | 15K stars Verified outcomes are shown on each skill page |
| 23K stars Verified outcomes are shown on each skill page |
| Freshness | Apr 20, 2026 | Jun 18, 2026 | Jul 8, 2026 | Jun 9, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Scala, Crawler, Claude Code | Go, Crawler, Claude Code | Python, Crawler, Claude Code | Python, Crawler, Claude Code |
| Warnings | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Local desktop 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 | 8 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add seveniruby/AppCrawler | $ npx skills add gocolly/colly | $ npx skills add codelucas/newspaper | $ npx skills add jhao104/proxy_pool |