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 2 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
data is the strongest overall pick here because it has a 54/100 readiness score and fits hardware.
Strongest overall
data
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
Tutorial
Best first install candidate based on install readiness and adoption.
Freshest repo
data
Most recent maintenance signal among this shortlist.
| Signal | Tutorial Tutorials on machine learning, artificial intelligence, data science with math explanation and reusable code (in python and R) | data Choose and structure training data for robot-learning projects. |
|---|---|---|
| Quality | 62/100 Promising | 55/100 Promising |
| Decision verdict | 52/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 54/100 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 | 21 stars Verified outcomes are shown on each skill page |
| Freshness | Oct 18, 2025 | Oct 1, 2026 |
| Use-case fit | ||
| Workflow fit | ||
| Platform hints | Jupyter Notebook, Computer Vision, Claude Code | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | Low GitHub adoption signal · No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects | hardware workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add SalvatoreRa/tutorial | $ npx skills add robium-ai/robium --skill data |