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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

Claude Mem

Most recent maintenance signal among this shortlist.

SignalPgGraph

Open-source graph database superpowers for your existing Postgres data.

Chroma

Search infrastructure for AI

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

Ragflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Quality
79/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
78/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

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.

Adoption475 stars
0 installs
28K stars
0 installs
84K stars
0 installs
83K stars
0 installs
FreshnessJun 18, 2026Jun 19, 2026Jun 24, 2026Jun 13, 2026
Use-case fit
Database and SQLCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeSports analytics
Coding agentsGitHub automationSports analytics
RAG and knowledgeCoding agentsResearch agents
Stack fit
Content growth agentCoding review agent
Coding review agentRAG knowledge base
Coding review agentContent growth agent
RAG knowledge baseContent growth agent
Platform hintsRust, AI Agents, Claude CodeRust, AI Agents, Claude CodeJavaScript, AI Agents, Claude Code, OpenAI AgentsPython, AI Agents, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forDatabase and SQL 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 signalsRAG and knowledge 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 Evokoa/pgGraph
$ npx skills add chroma-core/chroma
$ npx skills add thedotmack/claude-mem
$ npx skills add infiniflow/ragflow