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
Raptor is the strongest overall pick here because it has a 55/100 readiness score and fits RAG and knowledge.
Strongest overall
Raptor
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
Raptor
Best first install candidate based on install readiness and adoption.
Freshest repo
Raptor
Most recent maintenance signal among this shortlist.
| Signal | Raptor Transform your pythonic research to an artifact that engineers can deploy easily. |
|---|---|
| Quality | 65/100 Promising |
| Decision verdict | 55/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 164 stars 0 installs |
| Freshness | Jan 31, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Go, MLOps, 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 raptor-ml/raptor |