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
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
Proxy Pool
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 | Proxy Pool Python ProxyPool for web spider | Newspaper newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs: |
|---|---|---|---|---|
| Quality | 91/100 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 0 installs | 25K stars 0 installs | 23K stars 0 installs | 15K stars 0 installs |
| Freshness | Apr 20, 2026 | May 25, 2026 | Jun 9, 2026 | May 13, 2026 |
| Use-case fit | ||||
| Stack 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 major risk signals from current metadata | No major risk signals from current metadata | No major risk signals from current metadata |
| 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 | 1 views 0 install copies | 2 views 0 install copies | 2 views 0 install copies | 2 views 0 install copies |
| Install | $ npx skills add seveniruby/AppCrawler | $ npx skills add gocolly/colly | $ npx skills add jhao104/proxy_pool | $ npx skills add codelucas/newspaper |