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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.

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Decision summary

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

Strongest overall

Scrapegraph AI

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

Fastest prototype

Scrapegraph AI

Best first install candidate based on install readiness and adoption.

Freshest repo

Colly

Most recent maintenance signal among this shortlist.

SignalAnakin

Open-source web scraping API. Turn any website into clean markdown or structured JSON. Anti-detect browser, proxy auto-selection, self-hosted. One command: make up

Colly

Elegant Scraper and Crawler Framework for Golang

Scrapegraph AI

Python scraper based on AI

Rod

A Chrome DevTools Protocol driver for web automation and scraping.

Quality
80/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
79/100
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.

Adoption174 stars
0 installs
25K stars
0 installs
27K stars
0 installs
7.0K stars
0 installs
FreshnessJun 16, 2026Jun 18, 2026Jun 15, 2026May 24, 2026
Use-case fit
Web scrapingBrowser automationCoding agents
Web scrapingCoding agentsSports analytics
Web scrapingBrowser automationCoding agents
Coding agentsBrowser automationWeb scraping
Stack fit
Web data pipelineBrowser QA agent
Web data pipelineCoding review agent
Web data pipelineCoding review agent
Coding review agentWeb data pipeline
Platform hintsGo, Web Automation, Claude Code, Browser agentsGo, Crawler, Claude CodePython, Web Automation, Claude CodeGo, Web Automation, 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 · builders willing to evaluate younger projectsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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 Anakin-Inc/anakin
$ npx skills add gocolly/colly
$ npx skills add ScrapeGraphAI/Scrapegraph-ai
$ npx skills add go-rod/rod