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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

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

CrewAI

Most recent maintenance signal among this shortlist.

SignalChemGraph

Agentic framework for computational chemistry and materials science workflows

Agent Framework

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

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.

Quality
78/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
77/100
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.

Adoption122 stars
0 installs
11K stars
0 installs
14K stars
0 installs
55K stars
0 installs
FreshnessJun 19, 2026Jun 14, 2026Jun 7, 2026Jul 2, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeBrowser automation
Coding agentsRAG and knowledgeBrowser automation
Coding agentsWorkflow automationSports analytics
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Platform hintsPython, LLM, Claude CodePython, Multi-Agent, Claude CodePython, LLM, 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 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 argonne-lcf/ChemGraph
$ npx skills add microsoft/agent-framework
$ npx skills add GreyDGL/PentestGPT
$ npx skills add crewAIInc/crewAI