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 1 skill
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
OneRAG is the strongest overall pick here because it has a 71/100 readiness score and fits RAG and knowledge.
Strongest overall
OneRAG
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
OneRAG
Best first install candidate based on install readiness and adoption.
Freshest repo
OneRAG
Most recent maintenance signal among this shortlist.
| Signal | OneRAG Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenAI-compatible API. 2100+ tests. |
|---|---|
| Quality | 72/100 Strong |
| Decision verdict | 71/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 124 stars Verified outcomes are shown on each skill page |
| Freshness | Jun 18, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, RAG, Claude Code, OpenAI Agents, LangChain |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add notadev-iamaura/OneRAG |