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critique

Evaluates UX design quality combining LLM critique with automated detectors for Nielsen heuristics and cognitive load issues.

Updated Apr 19, 2026
Search Tags:#a11y#heuristics#usability#ux#critique#design-review
One-click install
npx skills add https://github.com/42team-ru/mpit-final --skill critique-42team-ru
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: critique
Source: https://github.com/42team-ru/mpit-final/tree/main/frontend/.claude/skills/critique
Command: npx skills add https://github.com/42team-ru/mpit-final --skill critique-42team-ru

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a structured UX evaluation by combining an LLM-driven critique with automated detectors to surface AI slop, usability gaps, and heuristic violations.

Core Features & Use Cases

  • LLM-based UX critique covering AI slop, Nielsen heuristics, cognitive load, emotional journey, accessibility, and error handling.
  • Deterministic detector integration to surface additional findings and false positives.
  • Use cases include design reviews, component audits, and design-system health checks for web and mobile interfaces.

Quick Start

Provide a design artifact (URL, image, or prototype link) and run /critique to generate a combined design-health report.

Frequently Asked Questions about critique

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

FAQPage Schema
How do I run a structured UX critique on a design prototype?▼

A UX design critique evaluates design quality by combining LLM-driven analysis with automated detectors to surface AI slop, heuristic gaps, and cognitive load issues across web and mobile interfaces.

Can I evaluate accessibility and cognitive load during a design review?▼

Yes, you can evaluate accessibility and cognitive load by running a critique that applies automated detectors and LLM analysis to surface heuristic violations and usability gaps in your design.

What is the best way to audit a design system for usability heuristics?▼

The best way to audit a design system is to run a structured critique that applies automated detectors to evaluate component health, returning Nielsen heuristics scores and actionable remediation priorities.

Does the UX critique work with both web and mobile interfaces?▼

Yes, the UX critique supports both web and mobile interfaces, allowing you to perform component audits and design-system health checks across different platforms using URLs or image inputs.

How do I identify AI slop and heuristic violations in my UI design?▼

You identify AI slop and heuristic violations by running a critique on your UI design, which uses deterministic detector integration to surface additional findings and false positives in the interface.

What format does the structured critique report return for remediation?▼

The structured critique report returns Nielsen heuristics scores, actionable priorities, and recommended commands for remediation to guide your design-system health checks and component audits.

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