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 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Ml Course is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Ml Course
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
TensorFlow World
Best first install candidate based on install readiness and adoption.
Freshest repo
Ml Course
Most recent maintenance signal among this shortlist.
| Signal | Devol Early POC of genetic neural architecture search | Mmengine OpenMMLab Foundational Library for Training Deep Learning Models | Ml Course Open Machine Learning course | TensorFlow World :earth_americas: Simple and ready-to-use tutorials for TensorFlow |
|---|---|---|---|---|
| Quality | 56/100 Promising | 93/100 Excellent | 100/100 Excellent | 77/100 Strong |
| Decision verdict | 58/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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. | 79/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 950 stars 0 installs | 1.5K stars 0 installs | 3.5K stars 0 installs | 4.5K stars 0 installs |
| Freshness | May 25, 2023 | Dec 23, 2025 | May 4, 2026 | Dec 23, 2020 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Computer Vision, Claude Code | Python, Computer Vision, Claude Code | Jupyter Notebook, Computer Vision, Claude Code | Python, Computer Vision, Claude Code |
| Warnings | Repository looks stale · 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 | RAG and knowledge 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 require actively maintained dependencies · production agents without a repository 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 joeddav/devol | $ npx skills add open-mmlab/mmengine | $ npx skills add girafe-ai/ml-course | $ npx skills add astorfi/TensorFlow-World |