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

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

Strongest overall

Gpt Pilot

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

Fastest prototype

Gpt Pilot

Best first install candidate based on install readiness and adoption.

Freshest repo

Project Mentor

Most recent maintenance signal among this shortlist.

SignalProject Mentor

Project Mentor is a standalone agent skill that turns real coding projects into evidence-grounded, just-in-time learning for Codex and compatible hosts.

Agentmemory

#1 Persistent memory for AI coding agents based on real-world benchmarks

Cmux

Ghostty-based macOS terminal with vertical tabs and notifications for AI coding agents

Gpt Pilot

The first real AI developer

Quality
71/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
70/100
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.

Adoption20 stars
Verified outcomes are shown on each skill page
23K stars
Verified outcomes are shown on each skill page
22K stars
Verified outcomes are shown on each skill page
34K stars
Verified outcomes are shown on each skill page
FreshnessAug 2, 2026Jun 15, 2026Jun 16, 2026Jun 18, 2026
Use-case fit
Coding agentsGitHub automationBrowser automation
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeResearch agents
Workflow fit
Coding review agentBrowser QA agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Coding review agentRAG knowledge base
Platform hintsPython, Claude Code, OpenAI AgentsTypeScript, Coding Agent, Claude Code, OpenAI AgentsSwift, Coding Agent, Claude Code, OpenAI AgentsPython, Developer Tools, Claude Code, OpenAI Agents
WarningsLow GitHub adoption signal · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadata
Best forCoding agents 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 · production agents without a repository 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 uczltw6/project-mentor
$ npx skills add rohitg00/agentmemory
$ npx skills add manaflow-ai/cmux
$ npx skills add Pythagora-io/gpt-pilot