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

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

Strongest overall

Camel

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

Fastest prototype

Camel

Best first install candidate based on install readiness and adoption.

Freshest repo

Flue

Most recent maintenance signal among this shortlist.

SignalOpenGUI

OpenGUI is an Android GUI agent framework for phone-use AI that can see, plan, and operate real mobile apps through the GUI.

Camel

🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org

PentestGPT

Automated Penetration Testing Agentic Framework Powered by Large Language Models

Flue

The sandbox agent framework.

Quality
68/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
67/100
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.

Adoption153 stars
Verified outcomes are shown on each skill page
17K stars
Verified outcomes are shown on each skill page
14K stars
Verified outcomes are shown on each skill page
7.5K stars
Verified outcomes are shown on each skill page
FreshnessJun 11, 2026Jun 17, 2026Jun 7, 2026Jul 24, 2026
Use-case fit
Coding agentsLocal desktopRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeBrowser automation
Coding agentsSports analyticsGitHub automation
Workflow fit
Coding review agentContent growth agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Platform hintsKotlin, LLM, Claude CodePython, LLM, Claude CodePython, LLM, Claude CodeTypeScript, LLM, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · builders willing to evaluate younger projectsGitHub automation 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 Core-Mate/OpenGUI
$ npx skills add camel-ai/camel
$ npx skills add GreyDGL/PentestGPT
$ npx skills add withastro/flue