Star200+

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

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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

Katana

Most recent maintenance signal among this shortlist.

SignalGo Spider

[爬虫框架 (golang)] An awesome Go concurrent Crawler(spider) framework. The crawler is flexible and modular. It can be expanded to an Individualized crawler easily or you can use the default crawl components only.

Colly

Elegant Scraper and Crawler Framework for Golang

Katana

A next-generation crawling and spidering framework.

Proxy Pool

Python ProxyPool for web spider

Quality
73/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
75/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

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.

Adoption1.8K stars
Verified outcomes are shown on each skill page
25K stars
Verified outcomes are shown on each skill page
17K stars
Verified outcomes are shown on each skill page
23K stars
Verified outcomes are shown on each skill page
FreshnessNov 16, 2017Jun 18, 2026Jun 22, 2026Jun 9, 2026
Use-case fit
Web scrapingCoding agentsWorkflow automation
Web scrapingCoding agentsSports analytics
Web scrapingCoding agentsDocument processing
Web scrapingCoding agentsRAG and knowledge
Workflow fit
Web data pipelineCoding review agent
Web data pipelineCoding review agent
Web data pipelineCoding review agent
Web data pipelineContent growth agent
Platform hintsGo, Crawler, Claude CodeGo, Crawler, Claude CodeGo, Crawler, Claude CodePython, Crawler, Claude Code
WarningsRepository looks stale · No 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 require actively maintained dependencies · production agents without a repository 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 hu17889/go_spider
$ npx skills add gocolly/colly
$ npx skills add projectdiscovery/katana
$ npx skills add jhao104/proxy_pool