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
Open3D is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Open3D
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Open3D
Best first install candidate based on install readiness and adoption.
Freshest repo
Open3D
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 | Efficient Dl Systems Efficient Deep Learning Systems course materials (HSE, YSDA) | Chainer A flexible framework of neural networks for deep learning |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent | 78/100 Strong |
| 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. | 80/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 2.3K stars 0 installs | 14K stars 0 installs | 1.0K stars 0 installs | 5.9K stars 0 installs |
| Freshness | Jun 16, 2026 | Jun 16, 2026 | May 28, 2026 | Aug 28, 2023 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | C++, MLOps, Claude Code | C++, Machine Learning, Claude Code | Jupyter Notebook, MLOps, Claude Code | Python, Machine Learning, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | Repository looks stale · 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 | GitHub automation 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 require actively maintained dependencies · production agents without a repository 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 mryab/efficient-dl-systems | $ npx skills add chainer/chainer |