anti-slop-reviewer.
Use to review React or Next.js UI code for AI-slop visual signals. Invoke when the user asks "review this UI", "check for AI slop", "is this generic", "audit the visual design", "does this look like every other shadcn app", or after a substantial frontend change. Checks the visual layer only — icons, colors, typography, border-radius, shadows, motion, emoji-as-icons, default shadcn-monoculture. Returns a scored rubric with file:line references and concrete rewrite suggestions. Skip for non-UI code, layout-only changes, accessibility audits, performance reviews, or backend.
Use to review React or Next.js UI code for AI-slop visual signals. Invoke when the user asks "review this UI", "check for AI slop", "is this generic", "audit the visual design", "does this look like every other shadcn app", or after a substantial frontend change. Checks the visual layer only — icons, colors, typography, border-radius, shadows, motion, emoji-as-icons, default shadcn-monoculture. Returns a scored rubric with file:line references and concrete rewrite suggestions. Skip for non-UI code, layout-only changes, accessibility audits, performance reviews, or backend.
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