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
Visualize ML is the strongest overall pick here because it has a 39/100 readiness score and fits Data analysis.
Strongest overall
Visualize ML
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
Visualize ML
Best first install candidate based on install readiness and adoption.
Freshest repo
Visualize ML
Most recent maintenance signal among this shortlist.
| Signal | Visualize ML Python package for consolidated and extensive Univariate,Bivariate Data Analysis and Visualization catering to both categorical and continuous datasets. |
|---|---|
| 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 | 205 stars Verified outcomes are shown on each skill page |
| Freshness | Sep 28, 2016 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Data Analysis, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | Data analysis 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 ayush1997/visualize_ML |