Design Review: AI Skill for UX Design

Design Review is an AI skill that turns your assistant into a UX review orchestrator. It reads the context once, runs the audit lenses that matter, skips the ones that don't, and returns one prioritized report.

npx skills add Uxcel-Lab/product-skills --skill ux-design-review

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What this skill does

Gives an AI assistant a complete design review process instead of a flat "looks good" or a pile of unrelated audits.

Establishes the context once: design system, platform, and the user's primary task.
Auto-runs the lenses that almost always earn their keep: usability heuristics, microcopy, and dark patterns.
Offers the context-dependent lenses instead of firing everything at once.
Skips the lenses your design system already owns, and says so out loud.
De-duplicates findings that multiple lenses flag.
Merges everything into one severity-ordered report with the top three priorities.

When to use it

Use it when you need an AI assistant to:

run a full design review of a screen, flow, or component;
answer "is this good UX?" with a framework, not a feeling;
review AI-generated UI before it ships;
give design feedback without running seven separate audits;
review work built on a design system without re-auditing the tokens;
rank design issues by severity across usability, copy, and ethics.

Lenses this workflow runs

Lens	When it runs
Heuristics audit	Always, on any interactive UI
Microcopy audit	Always, when there is user-facing copy
Dark patterns audit	Always, on conversion, pricing, or opt-in surfaces
Accessibility audit	Offered; narrowed to usage checks under a design system
Aesthetics audit	Offered; skipped when a design system owns the visuals
Information architecture audit	Offered for multi-screen or structured content
Mobile responsiveness audit	Offered when the work targets mobile