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 3 skills

Use this as a shortlist, then open the skill detail page before adopting.

Add more skills

Decision summary

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

Strongest overall

Firecrawl

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

Fastest prototype

Firecrawl

Best first install candidate based on install readiness and adoption.

Freshest repo

Crawl4AI

Most recent maintenance signal among this shortlist.

SignalJbake

Java based open source static site/blog generator for developers & designers.

Crawl4AI

Open-source LLM-friendly web crawler and scraper

Firecrawl

Turn any website into LLM-ready markdown or structured data

Quality
88/100
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.

Adoption1.2K stars
0 installs
73K stars
31K installs
134K stars
25K installs
FreshnessDec 30, 2025Jul 15, 2026Jun 17, 2026
Use-case fit
Workflow fit
Platform hintsJava, Markdown, Claude CodeClaude, GPT-4, LangChain, CrewAI, OpenClawClaude, GPT-4, LangChain, OpenClaw, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forDocument processing 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 review
OpenAgentSkill engagement0 views
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Install
$ npx skills add jbake-org/jbake
$ npx skills add unclecode/crawl4ai
$ npx skills add firecrawl/firecrawl