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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.

Add more skills

Decision summary

Browser Use is the strongest overall pick here because it has a 100/100 readiness score and fits Browser automation.

Strongest overall

Browser Use

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

Fastest prototype

Browser Use

Best first install candidate based on install readiness and adoption.

Freshest repo

Browser Use

Most recent maintenance signal among this shortlist.

SignalLLM Book

非常详细的大模型LLM的学习教程与笔记

DeepCode

"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"

Browser Use

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

PentestGPT

Automated Penetration Testing Agentic Framework Powered by Large Language Models

Quality
57/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
47/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

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.

Adoption189 stars
0 installs
16K stars
0 installs
99K stars
0 installs
14K stars
0 installs
FreshnessOct 23, 2025May 18, 2026Jun 13, 2026Jun 7, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Coding agentsSports analyticsGitHub automation
Browser automationWeb scrapingCoding agents
Coding agentsRAG and knowledgeBrowser automation
Stack fit
Content growth agentCoding review agent
Coding review agentContent growth agent
Browser QA agentWeb data pipeline
Coding review agentContent growth agent
Platform hintsPython, LLM, Claude Code, LangChainPython, LLM, Claude CodePython, AI Agents, Claude Code, Browser agentsPython, LLM, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · builders willing to evaluate younger projectsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation 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 recomoonmoon/LLM_book
$ npx skills add HKUDS/DeepCode
$ npx skills add browser-use/browser-use
$ npx skills add GreyDGL/PentestGPT