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

Cockroach

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

Fastest prototype

Cockroach

Best first install candidate based on install readiness and adoption.

Freshest repo

Notebook

Most recent maintenance signal among this shortlist.

Signal	Prophecis Prophecis is a one-stop cloud native machine learning platform.	Open Notebook An Open Source implementation of Notebook LM with more flexibility and features	Cockroach CockroachDB — the cloud native, distributed SQL database designed for high availability, effortless scale, and control over data placement.	Notebook Jupyter Interactive Notebook
Quality	53/100 Needs review	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	55/100 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	513 stars Verified outcomes are shown on each skill page	32K stars Verified outcomes are shown on each skill page	32K stars Verified outcomes are shown on each skill page