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critique

Diagnose UX issues and AI-generated design patterns in interface reviews.

51|7|Updated Dec 25, 2025
Search Tags:#typography#design systems#information architecture#ux#visual hierarchy#design critique#ai slop detection
One-click install
npx skills add https://github.com/Oussemasahbeni/spartan-admin-dashboard --skill critique-oussemasahbeni
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: critique
Source: https://github.com/Oussemasahbeni/spartan-admin-dashboard/tree/main/.agents/skills/critique
Command: npx skills add https://github.com/Oussemasahbeni/spartan-admin-dashboard --skill critique-oussemasahbeni

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you evaluate whether a digital interface works as a designed experience, not just whether it functions, by identifying UX and design quality gaps and turning them into actionable improvements.

Core Features & Use Cases

  • AI Slop Detection (CRITICAL): Flags common visual and interaction patterns associated with AI-generated interfaces so you can avoid “generic/automated” design fingerprints.
  • Actionable UX Critique: Reviews visual hierarchy, information architecture, emotional resonance, typography, and discoverability to pinpoint what confuses or fails users.
  • Design-Director Report Output: Produces a structured verdict (anti-patterns first), an overall impression, and prioritized fixes with concrete commands to improve the UI.

Quick Start

Use the critique skill to evaluate the UI of the login page and ask for the top priority changes to improve usability and reduce AI-generated design tells.

Frequently Asked Questions about critique

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I evaluate UX design effectiveness and identify visual hierarchy issues in a user interface?▼

To evaluate UX design effectiveness, run a critique that diagnoses visual hierarchy, information architecture, and discoverability. This process identifies usability gaps and generates a structured report with prioritized issues and concrete fixes.

What are common AI generated design fingerprints and how can I detect them in my UI?▼

AI generated design fingerprints are generic visual and interaction patterns common in automated interfaces. Detect AI slop by running a critique that flags these anti-patterns, helping you avoid a generic look and ensure emotional fit.

Can I review typography clarity and microcopy quality during product design iteration?▼

Yes, you can review typography clarity and microcopy quality during product design iteration. A UX critique evaluates these elements across screens and features, pinpointing confusing areas and providing specific guidance to improve interface states.

How do I get actionable UX feedback with prioritized fixes for a login page?▼

To get actionable UX feedback for a login page, use a design critique to test emotional fit and color purpose. It outputs a design-director report with an anti-pattern verdict and a prioritized list of top changes to improve usability.

Does a UX critique work for diagnosing interface states and information architecture across different features?▼

A UX critique works effectively for diagnosing interface states and information architecture across features. It tests for discoverability and emotional resonance, producing specific guidance tied to optimization commands to resolve identified design anti-patterns.

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