Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
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.
| Signal | WorldGUI Enable AI to control your PC. This repo includes the WorldGUI Benchmark and GUI-Thinker Agent Framework. | PentestGPT Automated Penetration Testing Agentic Framework Powered by Large Language Models | Agent Framework A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET. | CrewAI Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks. |
|---|---|---|---|---|
| Quality | 42/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 32/100 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. |
| Adoption | 124 stars Verified outcomes are shown on each skill page | 14K stars Verified outcomes are shown on each skill page | 11K stars Verified outcomes are shown on each skill page | 56K stars Verified outcomes are shown on each skill page |
| Freshness | Jul 27, 2025 | Jun 7, 2026 | Jun 14, 2026 | Jul 18, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, LLM, Claude Code | Python, LLM, Claude Code | Python, Multi-Agent, Claude Code | Python, AI Agents, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No major risk signals from current metadata | No OpenAgentSkill engagement data yet |
| Best for | Local desktop workflows · Claude Code teams · builders willing to evaluate younger projects | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 8 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add showlab/WorldGUI | $ npx skills add GreyDGL/PentestGPT | $ npx skills add microsoft/agent-framework | $ npx skills add crewAIInc/crewAI |