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
Cvpr18 Inaturalist Transfer is the strongest overall pick here because it has a 39/100 readiness score and fits GitHub automation.
Strongest overall
Cvpr18 Inaturalist Transfer
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
Cvpr18 Inaturalist Transfer
Best first install candidate based on install readiness and adoption.
Freshest repo
Cvpr18 Inaturalist Transfer
Most recent maintenance signal among this shortlist.
| Signal | Cvpr18 Inaturalist Transfer Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018 |
|---|---|
| Quality | 49/100 Needs review |
| Decision verdict | 39/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 196 stars 0 installs |
| Freshness | Nov 3, 2018 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Jupyter Notebook, Computer Vision, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | GitHub automation workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add richardaecn/cvpr18-inaturalist-transfer |