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
RAG API is the strongest overall pick here because it has a 98/100 readiness score and fits RAG and knowledge.
Strongest overall
RAG API
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
RAG API
Best first install candidate based on install readiness and adoption.
Freshest repo
RAG API
Most recent maintenance signal among this shortlist.
| Signal | RAG API ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector |
|---|---|
| Quality | 87/100 Excellent |
| Decision verdict | 98/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 844 stars 0 installs |
| Freshness | Jun 18, 2026 |
| Use-case fit | |
| Stack fit | |
| Platform hints | Python, Vector Search, Claude Code, LangChain |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | 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 |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add danny-avila/rag_api |