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

CLIP

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

Fastest prototype

CLIP

Best first install candidate based on install readiness and adoption.

Freshest repo

Burn

Most recent maintenance signal among this shortlist.

Signal	Autograph A machine learning library for Rust.	Nndl 邱锡鹏《神经网络与深度学习》（蒲公英书）理论书 v2 与通识版	Burn Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.	CLIP CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
Quality	51/100 Needs review	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	41/100 Needs manual review Do a manual repository review before adding this to an agent workflow.	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	334 stars Verified outcomes are shown on each skill page	19K stars Verified outcomes are shown on each skill page	15K stars Verified outcomes are shown on each skill page