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
Imbalanced Regression is the strongest overall pick here because it has a 58/100 readiness score and fits Coding agents.
Strongest overall
Imbalanced Regression
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
Imbalanced Regression
Best first install candidate based on install readiness and adoption.
Freshest repo
Imbalanced Regression
Most recent maintenance signal among this shortlist.
| Signal | Imbalanced Regression [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression |
|---|---|
| Quality | 56/100 Promising |
| Decision verdict | 58/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 920 stars 0 installs |
| Freshness | Mar 22, 2022 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Computer Vision, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| 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 YyzHarry/imbalanced-regression |