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

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

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Decision summary

CrewAI is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

CrewAI

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

Fastest prototype

CrewAI

Best first install candidate based on install readiness and adoption.

Freshest repo

Agno

Most recent maintenance signal among this shortlist.

SignalLeeway

A workflow-driven AI agent framework that executes YAML-defined decision trees.

PentestGPT

Automated Penetration Testing Agentic Framework Powered by Large Language Models

CrewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Agno

Build, run, and manage agent platforms.

Quality
72/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
71/100
Prototype first

Prototype with this skill first; keep a fallback candidate ready.

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.

Adoption110 stars
Verified outcomes are shown on each skill page
14K stars
Verified outcomes are shown on each skill page
56K stars
Verified outcomes are shown on each skill page
42K stars
Verified outcomes are shown on each skill page
FreshnessMay 21, 2026Jun 7, 2026Jul 18, 2026Aug 10, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeBrowser automation
Coding agentsWorkflow automationSports analytics
Browser automationCoding agentsSports analytics
Workflow fit
Content growth agentCoding review agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Browser QA agentCoding review agent
Platform hintsPython, LLM, Claude CodePython, LLM, Claude CodePython, AI Agents, Claude CodePython, AI Agents, 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 signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation 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
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Install
$ npx skills add hardness1020/Leeway
$ npx skills add GreyDGL/PentestGPT
$ npx skills add crewAIInc/crewAI
$ npx skills add agno-agi/agno