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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.

Add more skills

Decision summary

Webmagic is the strongest overall pick here because it has a 100/100 readiness score and fits Web scraping.

Strongest overall

Webmagic

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Webmagic

Best first install candidate based on install readiness and adoption.

Freshest repo

Stormcrawler

Most recent maintenance signal among this shortlist.

SignalGecco

Easy to use lightweight web crawler（易用的轻量化网络爬虫）

Webmagic

A scalable web crawler framework for Java.

Fscrawler

Elasticsearch File System Crawler (FS Crawler)

Stormcrawler

A scalable, mature and versatile web crawler based on Apache Storm

Quality
95/100
Excellent
100/100
Excellent
100/100
Excellent
87/100
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.

99/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption2.5K stars
0 installs
12K stars
0 installs
1.4K stars
0 installs
980 stars
0 installs
FreshnessJan 23, 2026Dec 20, 2025Jun 12, 2026Jun 14, 2026
Use-case fit
Web scrapingCoding agentsRAG and knowledge
Web scrapingCoding agentsRAG and knowledge
Web scrapingRAG and knowledgeWorkflow automation
Web scrapingCoding agentsSports analytics
Stack fit
Web data pipelineContent growth agent
Web data pipelineCoding review agent
Web data pipelineRAG knowledge base
Web data pipelineCoding review agent
Platform hintsJava, Crawler, Claude CodeJava, Crawler, Claude CodeJava, Crawler, Claude CodeJava, Crawler, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo major risk signals from current metadata
Best forWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
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Install
$ npx skills add xtuhcy/gecco
$ npx skills add code4craft/webmagic
$ npx skills add dadoonet/fscrawler
$ npx skills add apache/stormcrawler