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 3 skills

Use this as a shortlist, then open the skill detail page before adopting.

Decision summary

Strongest overall

Tensorflow

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Tensorflow

Best first install candidate based on install readiness and adoption.

Freshest repo

Embeddedml

Most recent maintenance signal among this shortlist.

Signal	Embeddedml Notes on Machine Learning on edge for embedded/sensor/IoT uses	Tensorflow An Open Source Machine Learning Framework for Everyone	Transformers 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Quality	71/100 Strong	100/100 Excellent	100/100 Excellent
Decision verdict	70/100 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.
Adoption	310 stars Verified outcomes are shown on each skill page	196K stars Verified outcomes are shown on each skill page	162K stars Verified outcomes are shown on each skill page
Freshness	Jun 22, 2026	Jun 16, 2026	Jun 16, 2026
Use-case fit