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

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

Newspaper

Most recent maintenance signal among this shortlist.

SignalCrawler

A high performance web crawler / scraper in Elixir.

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
79/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
90/100
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.

Adoption958 stars
0 installs
25K stars
0 installs
23K stars
0 installs
15K stars
0 installs
FreshnessJun 23, 2026Jun 18, 2026Jun 9, 2026Jul 8, 2026
Use-case fit
Workflow fit
Platform hintsElixir, Crawler, Claude CodeGo, Crawler, Claude CodePython, Crawler, Claude CodePython, Crawler, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
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 fredwu/crawler
$ npx skills add gocolly/colly
$ npx skills add jhao104/proxy_pool
$ npx skills add codelucas/newspaper