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.

SignalXxl Crawler

A lightweight web crawler framework.(Java爬虫框架)

Stormcrawler

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

Webmagic

A scalable web crawler framework for Java.

Fscrawler

Elasticsearch File System Crawler (FS Crawler)

Quality
86/100
Excellent
87/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
98/100
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.

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.

Adoption756 stars
0 installs
980 stars
0 installs
12K stars
0 installs
1.4K stars
0 installs
FreshnessJun 13, 2026Jun 14, 2026Dec 20, 2025Jun 12, 2026
Use-case fit
Stack fit
Platform hintsJava, Crawler, Claude CodeJava, Crawler, Claude CodeJava, Crawler, Claude CodeJava, Crawler, Claude Code
WarningsNo major risk signals from current metadataNo major risk signals from current metadataNo 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
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Install
$ npx skills add xuxueli/xxl-crawler
$ npx skills add apache/stormcrawler
$ npx skills add code4craft/webmagic
$ npx skills add dadoonet/fscrawler