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ZainEldeen-Ashraf-Ibrahim-Ibrahim-Samak
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critique

Assess UX designs with Nielsen heuristics, cognitive-load analysis, and persona testing.

Updated Apr 12, 2026
Search Tags:#feedback#anti-patterns#heuristics#personas#ux#critique#cognitive-load
One-click install
npx skills add https://github.com/ZainEldeen-Ashraf-Ibrahim-Ibrahim-Samak/SCCT --skill critique-zaineldeen-ashraf-ibrahim-ibrahim-samak
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: critique
Source: https://github.com/ZainEldeen-Ashraf-Ibrahim-Ibrahim-Samak/SCCT/tree/main/.cursor/skills/critique
Command: npx skills add https://github.com/ZainEldeen-Ashraf-Ibrahim-Ibrahim-Samak/SCCT --skill critique-zaineldeen-ashraf-ibrahim-ibrahim-samak

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Evaluate design from a UX perspective by performing structured heuristic scoring, cognitive-load assessment, persona-based testing, and anti-pattern detection to deliver actionable feedback.

Core Features & Use Cases

  • Nielsen's 10 usability heuristics scoring across interfaces to identify gaps
  • Cognitive-load checklist evaluation with prioritization of fixes
  • Persona-based red-flag analysis for key user archetypes
  • Automated anti-pattern detection and synthesis of recommendations
  • Designed for design reviews, QA sessions, and design handoffs to product teams

Quick Start

Provide the design artifact and ask for a full UX critique with actionable recommendations.

Frequently Asked Questions about critique

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

FAQPage Schema
How do I evaluate a UX design against Nielsen's usability heuristics?▼

To evaluate a UX design against Nielsen's usability heuristics, provide the design artifact and request a full critique. The system applies integrated heuristic scoring to identify usability gaps and deliver actionable feedback for your interface.

What is the best way to detect UX anti-patterns and cognitive load issues in an app?▼

Detecting UX anti-patterns and cognitive load issues requires structured evaluation of your design. This approach uses a cognitive-load checklist and automated anti-pattern detection to pinpoint friction points and synthesize prioritized recommendations for reducing user effort.

Can I test my dashboard design for specific user personas before product handoff?▼

Yes, you can test dashboard designs for specific user personas before handoff. The system performs persona-based red-flag analysis to evaluate how key user archetypes interact with your components, ensuring objective evaluation and a smoother transition to product teams.

How do I get actionable UX feedback during a design review?▼

To get actionable UX feedback during a design review, submit your dashboard, app, or component artifacts for objective evaluation. The system generates prioritized recommendations by combining heuristic scoring, cognitive-load alignment, and anti-pattern detection.

Does this UX critique approach work for both dashboards and mobile apps?▼

Yes, this UX critique approach works for both dashboards and mobile apps. It is designed for evaluating various interfaces during design QA sessions, applying heuristic scoring and persona-based testing to generate objective, actionable feedback across different component types.

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