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
Ml Workspace is the strongest overall pick here because it has a 78/100 readiness score and fits Data analysis.
Strongest overall
Ml Workspace
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
Ml Workspace
Best first install candidate based on install readiness and adoption.
Freshest repo
Ml Workspace
Most recent maintenance signal among this shortlist.
| Signal | Ml Workspace 🛠 All-in-one web-based IDE specialized for machine learning and data science. |
|---|---|
| Quality | 76/100 Strong |
| Decision verdict | 78/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 3.5K stars Verified outcomes are shown on each skill page |
| Freshness | Jul 26, 2024 |
| 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 ml-tooling/ml-workspace |