anti-ui-slop-reviewer

SkillMedia

Use when a web or iOS interface needs a product-specific finish-gate review for generic AI patterns, hierarchy, interaction states, responsive behavior, accessibility signals, or design-system drift.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the anti-ui-slop-reviewer skill

What this skill tells your AI

The instructions your AI receives, as published by jshsakura/awesome-opencode-skills in skills/anti-ui-slop-reviewer/SKILL.md and read by ahel’s review.

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

Quality checks:

  • verify that every visible control has a real outcome or an explicit disabled state
  • distinguish a concrete defect from a personal preference
  • cite the exact route, component, selector, or screenshot region for each finding
  • rank findings by user impact and give the smallest safe fix
  • state which finish-gate checks could not be verified from the available evidence

Return:

  • a one-paragraph product and workflow summary
  • findings grouped by severity with evidence and a concrete fix direction
  • a required-state matrix covering loading, empty, error, success, permission, and responsive states where relevant
  • a short finish-gate verdict: pass, conditional pass, or block

Do not redesign the product from scratch, invent content or states, copy another product's interface, or claim full accessibility conformance from a surface review unless explicitly requested by the parent agent.

Signals

GitHub stars
27
Forks
3
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
anti-ui-slop-reviewer
Source
github.com/jshsakura/awesome-opencode-skills