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
Datascience is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
Datascience
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Datascience
Best first install candidate based on install readiness and adoption.
Freshest repo
Semi Supervised Learning
Most recent maintenance signal among this shortlist.
| Signal | Torchscale Foundation Architecture for (M)LLMs | Semi Supervised Learning A Unified Semi-Supervised Learning Codebase (NeurIPS'22) | Datascience This repository is a compilation of free resources for learning Data Science. | Ml Course Open Machine Learning course |
|---|---|---|---|---|
| Quality | 75/100 Strong | 100/100 Excellent | 99/100 Excellent | 100/100 Excellent |
| Decision verdict | 77/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 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 | 3.1K stars 0 installs | 1.6K stars 0 installs | 5.2K stars 0 installs | 3.5K stars 0 installs |
| Freshness | Apr 11, 2024 | Jun 6, 2026 | Feb 1, 2026 | May 4, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Computer Vision, Claude Code | Python, Computer Vision, Claude Code | Computer Vision, Claude Code | Jupyter Notebook, Computer Vision, Claude Code |
| Warnings | Repository looks stale · 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 | 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 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 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 microsoft/torchscale | $ npx skills add microsoft/Semi-supervised-learning | $ npx skills add sreeharierk/datascience | $ npx skills add girafe-ai/ml-course |