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
Autogluon is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Autogluon
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Autogluon
Best first install candidate based on install readiness and adoption.
Freshest repo
Autogluon
Most recent maintenance signal among this shortlist.
| Signal | Tpot A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming. | FLAML A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP. | Autogluon Fast and Accurate ML in 3 Lines of Code | Featuretools An open source python library for automated feature engineering |
|---|---|---|---|---|
| Quality | 95/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 97/100 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 | 10K stars 0 installs | 4.4K stars 0 installs | 10K stars 0 installs | 7.7K stars 0 installs |
| Freshness | Sep 11, 2025 | Jun 15, 2026 | Jun 15, 2026 | Jun 9, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Jupyter Notebook, Machine Learning, Claude Code | Jupyter Notebook, Machine Learning, Claude Code | Python, Machine Learning, Claude Code | Python, Machine Learning, 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 | GitHub automation 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 EpistasisLab/tpot | $ npx skills add microsoft/FLAML | $ npx skills add autogluon/autogluon | $ npx skills add alteryx/featuretools |