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
Scikit Llm is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
Scikit Llm
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Sklearn Doc Zh
Best first install candidate based on install readiness and adoption.
Freshest repo
Scikit Llm
Most recent maintenance signal among this shortlist.
| Signal | Sklearn Doc Zh :book: [译] scikit-learn（sklearn） 中文文档 | Scikit Llm Seamlessly integrate LLMs into scikit-learn. | Hummingbird Hummingbird compiles trained ML models into tensor computation for faster inference. | Gplearn Genetic Programming in Python, with a scikit-learn inspired API |
|---|---|---|---|---|
| Quality | 73/100 Strong | 100/100 Excellent | 89/100 Excellent | 94/100 Excellent |
| Decision verdict | 75/100 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. | 91/100 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 | 5.2K stars 0 installs | 3.5K stars 0 installs | 3.5K stars 0 installs | 1.9K stars 0 installs |
| Freshness | Jul 21, 2023 | Jun 1, 2026 | Jul 17, 2025 | Jan 10, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | CSS, Machine Learning, Claude Code | Python, Machine Learning, Claude Code, OpenAI Agents | Python, Machine Learning, Claude Code | Python, Machine Learning, 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 | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation 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 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 apachecn/sklearn-doc-zh | $ npx skills add BeastByteAI/scikit-llm | $ npx skills add microsoft/hummingbird | $ npx skills add trevorstephens/gplearn |