critique

Score UX usability heuristics and detect AI slop in UI designs.

Updated Apr 29, 2026
One-click install
npx skills add https://github.com/jean-sotil/presskitpro-webapp --skill critique-jean-sotil
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: critique
Source: https://github.com/jean-sotil/presskitpro-webapp/tree/main/.agents/skills/critique
Command: npx skills add https://github.com/jean-sotil/presskitpro-webapp --skill critique-jean-sotil

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill evaluates a design from a UX perspective to identify hierarchy, structure, emotional fit, cognitive load, and overall quality, then turns those findings into prioritized, fixable recommendations.

Core Features & Use Cases

  • AI slop detection: Detects common “AI-generated” visual patterns and generic design tells.
  • Quantitative UX scoring: Scores Nielsen’s 10 usability heuristics and summarizes key failure modes.
  • Cognitive load analysis: Applies an 8-item checklist, counts decision complexity, and flags overload risks.
  • Persona-based red flags: Tests the experience against multiple user archetypes to expose specific interaction breakdowns.
  • Deterministic anti-pattern scan: Runs an automated detector to catch known design quality and anti-pattern signals.

Quick Start

Ask the critique Skill to evaluate the UX of your design area: "Critique my checkout page and score its UX, cognitive load, and anti-patterns, then give prioritized fixes."

Frequently Asked Questions about critique

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

FAQPage Schema
How do I evaluate cognitive load and UX heuristics in a UI design?

To evaluate cognitive load and UX heuristics in a UI design, you can use an automated critique process that scores Nielsen's 10 usability heuristics and applies an 8-item cognitive load checklist to flag overload risks and decision complexity.

How do I run a persona-based UX critique on a specific page?

Run a persona-based UX critique by testing the target page against multiple user archetypes, which exposes specific interaction breakdowns and produces a combined report with prioritized issues and actionable remediation guidance.

What is the best way to get actionable UX remediation feedback for a feature?

The best way to get actionable UX remediation feedback is to perform an independent assessment that scores usability heuristics and identifies failure modes, translating those findings into prioritized and fixable recommendations.

Can I use automated UX scoring for any UI component or feature?

Yes, you can use automated UX scoring for any UI component or feature by running an evaluation protocol that gathers context, performs independent detection assessments, and outputs a combined critique report with priority issues.

Why does my UI design review fail to catch specific interaction breakdowns?

Your UI design review may fail to catch interaction breakdowns if it lacks persona-based testing, which evaluates the experience against multiple user archetypes to expose specific failure modes that heuristic scoring alone might miss.