No Vibe Code

Find unintentional design defaults and replace them with choices grounded in the product, content, and brief. Static matches are review candidates, not proof of poor design or AI authorship.

Establish intent and scope

Read the brief and inspect the existing design system and relevant UI. Preserve requested colors, fonts, components, and reference fidelity. Use an available design skill when the task needs a new visual direction; this skill works on its own for a focused review.

For a review request, report findings without editing. For an implementation or cleanup request, fix confirmed issues within the requested surface. Do not add a CI gate or redesign unrelated screens merely because the linter finds a match.

Scan the relevant source