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

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

Strongest overall

Khoj

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

Onyx

Most recent maintenance signal among this shortlist.

Signal	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.	AdalFlow AdalFlow: The library to build & auto-optimize LLM applications.	Khoj Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.	Onyx Open Source AI Platform - AI Chat with advanced features that works with every LLM
Quality	95/100 Excellent	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	99/100 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.
Adoption	39K stars 0 installs	4.2K stars 0 installs	35K stars 0 installs	30K stars 0 installs
Freshness	Jul 9, 2025	May 29, 2026	Mar 26, 2026	Jun 13, 2026
Use-case fit	RAG and knowledge Workflow automation Local desktop	RAG and knowledge Coding agents Browser automation	RAG and knowledge Workflow automation Coding agents	RAG and knowledge Browser automation Coding agents
Stack fit	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Browser QA agent
Platform hints	Python, RAG, Claude Code, OpenAI Agents	Python, RAG, Claude Code	Python, RAG, Claude Code, OpenAI Agents	Python, RAG, Claude Code, OpenAI Agents
Warnings	No major risk signals from current metadata	No major risk signals from current metadata	No major risk signals from current metadata	No major risk signals from current metadata
Best for	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	2 views 0 install copies	1 views 0 install copies	3 views 0 install copies	5 views 0 install copies
Install	`$ npx skills add QuivrHQ/quivr`	`$ npx skills add SylphAI-Inc/AdalFlow`	`$ npx skills add khoj-ai/khoj`	`$ npx skills add onyx-dot-app/onyx`