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
Colly
Most recent maintenance signal among this shortlist.
| Signal | Crawljax Crawljax | Colly Elegant Scraper and Crawler Framework for Golang | Gecco Easy to use lightweight web crawler（易用的轻量化网络爬虫） | Newspaper newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs: |
|---|---|---|---|---|
| Quality | 54/100 Needs review | 100/100 Excellent | 95/100 Excellent | 100/100 Excellent |
| 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 542 stars 0 installs | 25K stars 0 installs | 2.5K stars 0 installs | 15K stars 0 installs |
| Freshness | Sep 18, 2023 | May 25, 2026 | Jan 23, 2026 | May 13, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Java, Crawler, Claude Code | Go, Crawler, Claude Code | Java, Crawler, Claude Code | Python, Crawler, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | 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 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 need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 2 views 0 install copies | 1 views 0 install copies | 2 views 0 install copies |
| Install | $ npx skills add crawljax/crawljax | $ npx skills add gocolly/colly | $ npx skills add xtuhcy/gecco | $ npx skills add codelucas/newspaper |