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.

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Decision summary

Cockroach is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

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	511 stars 0 installs	32K stars 0 installs	32K stars 0 installs	13K stars 0 installs
Freshness	Mar 28, 2025	Jun 18, 2026	Jun 16, 2026	Jun 19, 2026
Use-case fit	GitHub automation Coding agents RAG and knowledge	Coding agents RAG and knowledge Research agents	Coding agents RAG and knowledge Workflow automation	Coding agents RAG and knowledge Workflow automation
Stack fit	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent
Platform hints	Go, Notebook, Claude Code	TypeScript, Notebook, Claude Code	Go, SQL, Claude Code	Jupyter Notebook, Notebook, Claude Code
Warnings	Repository looks stale · No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that require actively maintained dependencies · production agents without a repository 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 WeBankFinTech/Prophecis`	`$ npx skills add lfnovo/open-notebook`	`$ npx skills add cockroachdb/cockroach`	`$ npx skills add jupyter/notebook`