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.

Add more skills

Decision summary

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

Strongest overall

Autogen

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

Fastest prototype

Autogen

Best first install candidate based on install readiness and adoption.

Freshest repo

CopilotKit

Most recent maintenance signal among this shortlist.

SignalMobileClaw

Open Android AI agent runtime for phone control, app automation, VLM screen reading, skill routing, mini apps, and Mihomo VPN workflows.

Leon

🧠 Leon is your open-source personal assistant.

Autogen

A programming framework for agentic AI

CopilotKit

The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol

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.

Adoption340 stars
Verified outcomes are shown on each skill page
17K stars
Verified outcomes are shown on each skill page
59K stars
Verified outcomes are shown on each skill page
35K stars
Verified outcomes are shown on each skill page
FreshnessJun 16, 2026Jun 18, 2026Apr 15, 2026Jun 19, 2026
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
GitHub automationCoding agentsRAG and knowledge
Coding agentsSports analyticsGitHub automation
Coding agentsBrowser automationSports analytics
Workflow fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Coding review agentBrowser QA agent
Platform hintsKotlin, LLM, Claude CodeTypeScript, AI Agents, Claude CodePython, LLM, Claude Code, OpenAI AgentsTypeScript, AI Agents, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo 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
0 install copies
12 views
0 install copies
0 views
0 install copies
0 views
0 install copies
Install
$ npx skills add eggbrid2/mobileClaw
$ npx skills add leon-ai/leon
$ npx skills add microsoft/autogen
$ npx skills add CopilotKit/CopilotKit