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
MedResearcher R1 is the strongest overall pick here because it has a 68/100 readiness score and fits RAG and knowledge.
Strongest overall
MedResearcher R1
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
MedResearcher R1
Best first install candidate based on install readiness and adoption.
Freshest repo
MedResearcher R1
Most recent maintenance signal among this shortlist.
| Signal | MedResearcher R1 MedResearcher-R1 is a deep research agent for medical scenarios, built on a knowledge-informed trajectory synthesis framework. |
|---|---|
| Quality | 66/100 Promising |
| Decision verdict | 68/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 507 stars 0 installs |
| Freshness | Sep 1, 2025 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Research Agent, Claude Code |
| 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 AQ-MedAI/MedResearcher-R1 |