Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Cleanvision
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Cleanvision
Best first install candidate based on install readiness and adoption.
Freshest repo
Cleanvision
Most recent maintenance signal among this shortlist.
| Signal | Cleanvision Automatically find issues in image datasets and practice data-centric computer vision. |
|---|---|
| Quality | 84/100 Strong |
| Decision verdict | 90/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 1.2K stars Verified outcomes are shown on each skill page |
| Freshness | Jan 8, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Computer Vision, Claude Code |
| Warnings | No major risk signals from current metadata |
| Best for |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Cleanvision
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Cleanvision
Best first install candidate based on install readiness and adoption.
Freshest repo
Cleanvision
Most recent maintenance signal among this shortlist.
| Signal | Cleanvision Automatically find issues in image datasets and practice data-centric computer vision. |
|---|---|
| Quality | 84/100 Strong |
| Decision verdict | 90/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 1.2K stars Verified outcomes are shown on each skill page |
| Freshness | Jan 8, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Computer Vision, Claude Code |
| Warnings | No major risk signals from current metadata |
| Best for |
| GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 9 views 0 install copies |
| Install | $ npx skills add cleanlab/cleanvision |
| GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 9 views 0 install copies |
| Install | $ npx skills add cleanlab/cleanvision |