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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.

Add more skills

Decision summary

Anything Llm is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

Anything Llm

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

Fastest prototype

Anything Llm

Best first install candidate based on install readiness and adoption.

Freshest repo

Anything Llm

Most recent maintenance signal among this shortlist.

SignalMemory Os

A 7-layer memory operating system for Hermes Agent — persistent memory with Qdrant, structured facts, fabric recall, auto-curated wiki, and surgical context injection. Runs locally, any LLM provider.

Cognee

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

Honcho

Memory library for building stateful agents

Anything Llm

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
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.

100/100
Production-ready

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

Adoption1.1K stars
0 installs
18K stars
0 installs
5.2K stars
0 installs
62K stars
0 installs
FreshnessJun 10, 2026Jun 14, 2026Jun 12, 2026Jun 14, 2026
Use-case fit
RAG and knowledgeCoding agentsResearch agents
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsWorkflow automation
Stack fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Platform hintsPython, Vector Search, Claude CodePython, Vector Search, Claude CodePython, Vector Search, Claude CodeJavaScript, Vector Search, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge 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
0 install copies
2 views
0 install copies
4 views
0 install copies
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0 install copies
Install
$ npx skills add ClaudioDrews/memory-os
$ npx skills add topoteretes/cognee
$ npx skills add plastic-labs/honcho
$ npx skills add Mintplex-Labs/anything-llm