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

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

Strongest overall

Claude Mem

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

Fastest prototype

Claude Mem

Best first install candidate based on install readiness and adoption.

Freshest repo

Mem0

Most recent maintenance signal among this shortlist.

SignalMentals AI

No code AI agents

Vane

Vane is an AI-powered answering engine.

Claude Mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

Mem0

Universal memory layer for AI Agents

Quality
53/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
43/100
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.

Adoption446 stars
Verified outcomes are shown on each skill page
35K stars
Verified outcomes are shown on each skill page
84K stars
Verified outcomes are shown on each skill page
61K stars
Verified outcomes are shown on each skill page
FreshnessJan 16, 2025Apr 11, 2026Jun 24, 2026Jul 18, 2026
Use-case fit
Workflow fit
Platform hintsC++, AI Agents, Claude Code, OpenAI AgentsTypeScript, AI Agents, Claude CodeJavaScript, AI Agents, Claude Code, OpenAI AgentsPython, AI Agents, Claude Code, OpenAI Agents
WarningsRepository looks stale · No 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 projectsRAG and knowledge 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 require actively maintained dependencies · 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 turing-machines/mentals-ai
$ npx skills add ItzCrazyKns/Vane
$ npx skills add thedotmack/claude-mem
$ npx skills add mem0ai/mem0