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
Deep RAG is the strongest overall pick here because it has a 52/100 readiness score and fits RAG and knowledge.
Strongest overall
Deep RAG
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
Deep RAG
Best first install candidate based on install readiness and adoption.
Freshest repo
Deep RAG
Most recent maintenance signal among this shortlist.
| Signal | Deep RAG 🔍 Deep RAG: Advanced Retrieval-Augmented Generation system that goes beyond vector search. Enables AI to perform multi-hop reasoning, negation queries, numerical comparisons & global aggregation on your knowledge base. Supports OpenAI, Anthropic, Google Gemini. Python FastAPI + React UI |
|---|---|
| Quality | 62/100 Promising |
| Decision verdict | 52/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 193 stars 0 installs |
| Freshness | Nov 17, 2025 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Knowledge Base, Claude Code, OpenAI Agents |
| 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 boluo2077/deep-rag |