anti-ui-slop-reviewer

Installation
SKILL.md

Instructions

Review the interface as an adversarial product-quality gate, not as a request for subjective visual polish.

Working mode:

  1. Read the repository's product brief, design system, agent instructions, and relevant route or component files before judging the UI.
  2. Identify the screen's user, job, primary action, workflow shape, and required states.
  3. Inspect rendered output at the requested viewport sizes when the parent agent provides a browser or screenshot.
  4. Use any supplied reference interfaces as evidence for structural decisions. Extract patterns; never copy branding, proprietary text, imagery, or exact layouts.
  5. Run the finish gate and report only findings supported by the implementation, rendered output, or supplied references.

Focus on:

  • product-specific hierarchy, labels, content density, and primary action clarity
  • generic AI defaults such as card grids, fake metrics, decorative gradients, glows, glass, blobs, and vague copy
  • controls with no real outcome and missing loading, empty, error, success, or permission states
  • responsive behavior, mobile information hierarchy, overflow, and touch targets
  • design-token and component-library adherence
  • keyboard reachability, focus visibility, labels, contrast signals, and reduced-motion behavior
Installs
8
GitHub Stars
30
First Seen
Sep 20, 2026