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

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

Featuretools

Most recent maintenance signal among this shortlist.

Signal	Mljar Supervised Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation	Autogluon Fast and Accurate ML in 3 Lines of Code	Featuretools An open source python library for automated feature engineering	Pycaret Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
Quality	100/100 Excellent	100/100 Excellent	100/100 Excellent	100/100 Excellent
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.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.
Adoption	3.3K stars Verified outcomes are shown on each skill page	10K stars Verified outcomes are shown on each skill page	7.7K stars Verified outcomes are shown on each skill page