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
Machine Learning Complete is the strongest overall pick here because it has a 79/100 readiness score and fits Data analysis.
Strongest overall
Machine Learning Complete
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
Machine Learning Complete
Best first install candidate based on install readiness and adoption.
Freshest repo
Machine Learning Complete
Most recent maintenance signal among this shortlist.
| Signal | Machine Learning Complete A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques. |
|---|---|
| Quality | 77/100 Strong |
| Decision verdict | 79/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 5.0K stars 0 installs |
| Freshness | Sep 22, 2023 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Jupyter Notebook, Data Analysis, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | Data analysis 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 Nyandwi/machine_learning_complete |