Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Made With ML is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
Made With ML
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Made With ML
Best first install candidate based on install readiness and adoption.
Freshest repo
Label Studio
Most recent maintenance signal among this shortlist.
| Signal | Lupine LUPINE is a GPU over IP bridge allowing GPUs on remote machines to be attached to CPU-only machines. | Open3D Open3D: A Modern Library for 3D Data Processing | Label Studio Label Studio is a multi-type data labeling and annotation tool with standardized output format | Made With ML Learn how to develop, deploy and iterate on production-grade ML applications. |
|---|---|---|---|---|
| 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 | 2.3K stars 0 installs | 14K stars 0 installs | 28K stars 0 installs | 48K stars 0 installs |
| Freshness | Jun 16, 2026 | Jun 16, 2026 | Jun 16, 2026 | Mar 4, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | C++, MLOps, Claude Code | C++, Machine Learning, Claude Code | TypeScript, MLOps, Claude Code | Jupyter Notebook, MLOps, 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 | 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 | 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 lupinemachines/lupine | $ npx skills add isl-org/Open3D | $ npx skills add HumanSignal/label-studio | $ npx skills add GokuMohandas/Made-With-ML |