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
Oreilly Retrieval Augmented Gen AI is the strongest overall pick here because it has a 46/100 readiness score and fits RAG and knowledge.
Strongest overall
Oreilly Retrieval Augmented Gen AI
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
Oreilly Retrieval Augmented Gen AI
Best first install candidate based on install readiness and adoption.
Freshest repo
Oreilly Retrieval Augmented Gen AI
Most recent maintenance signal among this shortlist.
| Signal | Oreilly Retrieval Augmented Gen AI See how to augment LLMs with real-time data for dynamic, context-aware apps - Rag + Agents + GraphRAG. |
|---|---|
| Quality | 56/100 Promising |
| Decision verdict | 46/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 166 stars Verified outcomes are shown on each skill page |
| Freshness | Feb 17, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Jupyter Notebook, RAG, Claude Code |
| 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 sinanuozdemir/oreilly-retrieval-augmented-gen-ai |