Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
OpenHands
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
OpenHands
Best first install candidate based on install readiness and adoption.
Freshest repo
OpenHands
Most recent maintenance signal among this shortlist.
| Signal | Marimo A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor. | Dvc 🦉 Data Versioning and ML Experiments | OpenHands 🙌 OpenHands: AI-Driven Development | Taipy Turns Data and AI algorithms into production-ready web applications in no time. |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 21K stars Verified outcomes are shown on each skill page | 16K stars Verified outcomes are shown on each skill page | 78K stars Verified outcomes are shown on each skill page |
| 19K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 16, 2026 | Jun 15, 2026 | Jun 18, 2026 | May 29, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Developer Tools, Claude Code | Python, Developer Tools, Claude Code | Python, Developer Tools, Claude Code, OpenAI Agents | Python, Developer Tools, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add marimo-team/marimo | $ npx skills add treeverse/dvc | $ npx skills add OpenHands/OpenHands | $ npx skills add Avaiga/taipy |