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

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

Strongest overall

Onyx

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

Fastest prototype

Quivr

Best first install candidate based on install readiness and adoption.

Freshest repo

Langroid

Most recent maintenance signal among this shortlist.

SignalOnyx

Open Source AI Platform - AI Chat with advanced features that works with every LLM

Langroid

Harness LLMs with Multi-Agent Programming

Quivr

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

LEANN

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

Quality
100/100
Excellent
100/100
Excellent
95/100
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.

98/100
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.

Adoption30K stars
0 installs
4.0K stars
0 installs
39K stars
0 installs
12K stars
0 installs
FreshnessJun 6, 2026Jun 10, 2026Jul 9, 2025Jun 7, 2026
Use-case fit
RAG and knowledgeBrowser automationCoding agents
Coding agentsRAG and knowledgeBrowser automation
RAG and knowledgeWorkflow automationLocal desktop
Local desktopCoding agentsRAG and knowledge
Stack fit
RAG knowledge baseBrowser QA agent
Coding review agentRAG knowledge base
RAG knowledge baseContent growth agent
Coding review agentRAG knowledge base
Platform hintsPython, RAG, Claude Code, OpenAI AgentsPython, RAG, Claude Code, OpenAI AgentsPython, RAG, Claude Code, OpenAI AgentsPython, RAG, Claude Code, OpenAI Agents, LangChain
WarningsNo major risk signals from current metadataNo major risk signals from current metadataNo major risk signals from current metadataNo major risk signals from current metadata
Best forRAG and knowledge 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 signalsLocal desktop 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 engagement2 views
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Install
$ npx skills add onyx-dot-app/onyx
$ npx skills add langroid/langroid
$ npx skills add QuivrHQ/quivr
$ npx skills add yichuan-w/LEANN