Product Review: AI Skill for Product Management

Product Review is an AI skill that turns your assistant into a PM review orchestrator. It routes your spec, OKRs, or roadmap to the right audits and returns one prioritized report.

npx skills add Uxcel-Lab/product-skills --skill pm-product-review

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What this skill does

Gives an AI assistant a full PM review process, not a flat "looks good" or a pile of audits.

Identifies the artifact type once: spec, OKRs, roadmap, prioritization, strategy, or GTM.
Auto-runs the assumption-rigor check on every artifact.
Routes the artifact to its primary audit instead of firing all of them.
Offers adjacent lenses rather than running them unasked.
De-duplicates findings that multiple audits flag.
Merges everything into one severity-ordered report with the top three priorities.
Steps aside when you name a specific audit yourself.

When to use it

Use it when you need an AI assistant to:

run a full review of a spec or PRD;
check whether OKRs measure real outcomes;
pressure-test a roadmap before sharing it;
get PM feedback without running five separate audits;
rank issues across assumptions, metrics, and priorities;
answer "is this PRD solid?" with a framework, not a feeling.

Lenses this workflow runs

Lens	When it runs
Assumption rigor audit	Always, on any PM artifact
Spec quality audit	On specs and PRDs
OKR metric validity audit	On OKRs, KPIs, and metrics
Prioritization rigor audit	On roadmaps and prioritization
Decision quality audit	On vision, strategy, and GTM plans; offered on specs and roadmaps