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
Numpy Ml is the strongest overall pick here because it has a 86/100 readiness score and fits Coding agents.
Strongest overall
Numpy Ml
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Numpy Ml
Best first install candidate based on install readiness and adoption.
Freshest repo
Numpy Ml
Most recent maintenance signal among this shortlist.
| Signal | Numpy Ml Machine learning, in numpy |
|---|---|
| Quality | 84/100 Strong |
| Decision verdict | 86/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 16K stars 0 installs |
| Freshness | Oct 29, 2023 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Machine Learning, 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 ddbourgin/numpy-ml |