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
Fscrawler
Most recent maintenance signal among this shortlist.
| Signal | Webmagic A scalable web crawler framework for Java. | Colly Elegant Scraper and Crawler Framework for Golang | Fscrawler Elasticsearch File System Crawler (FS Crawler) | Gecco Easy to use lightweight web crawler（易用的轻量化网络爬虫） |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent | 95/100 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 | 12K stars 0 installs | 25K stars 0 installs | 1.4K stars 0 installs | 2.5K stars 0 installs |
| Freshness | Dec 20, 2025 | May 25, 2026 | Jun 12, 2026 | Jan 23, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Java, Crawler, Claude Code | Go, Crawler, Claude Code | Java, Crawler, Claude Code | Java, 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 | 2 views 0 install copies | 2 views 0 install copies | 2 views 0 install copies | 1 views 0 install copies |
| Install | $ npx skills add code4craft/webmagic | $ npx skills add gocolly/colly | $ npx skills add dadoonet/fscrawler | $ npx skills add xtuhcy/gecco |