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critique

Evaluate web or app designs with Nielsen heuristic scoring and prioritized UX feedback.

Updated Jan 24, 2026
Search Tags:#feedback#heuristics#assessment#ux#report#cognitive-load#design-critique
One-click install
npx skills add https://github.com/Ikki-Group/erp --skill critique-ikki-group
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: critique
Source: https://github.com/Ikki-Group/erp/tree/main/.agents/skills/critique
Command: npx skills add https://github.com/Ikki-Group/erp --skill critique-ikki-group

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The critique skill helps teams evaluate designs from a UX perspective, delivering structured, prioritized feedback and measurable quality signals.

Core Features & Use Cases

  • Evaluate visual hierarchy, information architecture, emotional resonance, and cognitive load.
  • Provide quantitative Nielsen heuristic scores, two independent assessments, and actionable recommendations.
  • Use when you need design critique on a page, component, or flow, including accessibility and anti-pattern detection.

Quick Start

Initiate a design review by loading your mockups or live page and requesting a combined critique with actionable feedback.

Frequently Asked Questions about critique

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

FAQPage Schema
How do I get structured UX critique for my web design mockups?▼

To get structured UX critique, load your web design mockups and request a combined critique. The evaluation assesses visual hierarchy, cognitive load, and heuristic scores to deliver prioritized, actionable feedback for your layouts.

Can I use heuristic evaluation to measure design quality quantitatively?▼

Yes, heuristic evaluation measures design quality quantitatively by providing Nielsen heuristic scores. The assessment generates two independent evaluations, producing measurable quality signals and actionable recommendations for your components.

What is cognitive load evaluation and when do I need it for app design?▼

Cognitive load evaluation assesses the mental effort required to navigate an app design. You need it when optimizing information architecture and visual hierarchy to ensure users can process interface layouts without unnecessary mental strain.

How do I detect UX anti-patterns in my component layouts?▼

To detect UX anti-patterns in component layouts, submit your designs for review. The critique process identifies anti-patterns alongside accessibility issues, delivering a designer-friendly report with prioritized feedback to correct structural flaws.

Does this design critique support persona-based testing for user flows?▼

Yes, design critique supports persona-based testing for user flows. The evaluation coordinates AI-driven assessments to test designs against specific user personas, ensuring visual hierarchy and emotional resonance align with target audience expectations.

What are the limitations of automated UX assessment for complex layouts?▼

Automated UX assessment for complex layouts coordinates AI-driven evaluations and heuristic scoring but relies on provided mockups or live pages. It delivers structured, prioritized feedback yet cannot replace real user testing for emotional resonance validation.

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