ux-cognitive-load-checker

Analyze and quantify cognitive load in UI designs using decision points and information density.

Updated Feb 6, 2026
One-click install
npx skills add https://github.com/unthinkmedia/DesignExploration --skill ux-cognitive-load-checker
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ux-cognitive-load-checker
Source: https://github.com/unthinkmedia/DesignExploration/tree/main/.claude/skills/ux-cognitive-load-checker
Command: npx skills add https://github.com/unthinkmedia/DesignExploration --skill ux-cognitive-load-checker

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps identify and reduce cognitive load in user interfaces, making them easier to understand and use by analyzing complexity, decision points, and information density.

Core Features & Use Cases

  • Cognitive Load Analysis: Evaluates intrinsic, extraneous, and germane load.
  • Metric Measurement: Assesses decision points, information density, working memory demands, and attention competition.
  • Heuristic Checks: Provides checklists for visual overload, decision overload, and memory demands.
  • Use Case: When a user reports a screen feels "overwhelming" or "too complicated," use this Skill to pinpoint specific design elements contributing to high cognitive load and suggest improvements.

Quick Start

Analyze the cognitive load of the new checkout screen design.

Frequently Asked Questions about ux-cognitive-load-checker

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

FAQPage Schema
How do I reduce cognitive load in a user interface design?

Reduce cognitive load in user interface design by analyzing decision points, information density, and working memory demands, then applying actionable recommendations based on psychological principles like Hick's Law and Miller's Law.

What causes decision fatigue and high extraneous load in UI design?

Decision fatigue and high extraneous load in UI design are caused by excessive decision points, visual overload, and attention competition, which can be identified through heuristic checks and resolved by optimizing interface complexity.

How do I evaluate information density and working memory demands in a UI?

Evaluate information density and working memory demands in a UI by measuring attention competition and intrinsic load against established psychological thresholds, pinpointing specific elements that overwhelm user cognition.

Can I use this to analyze a checkout screen that feels too complicated?

Yes, you can analyze a checkout screen that feels too complicated by quantizing its cognitive load, evaluating visual overload, and generating specific design recommendations to reduce mental effort.

What's the best way to optimize germane load without increasing intrinsic load?

Optimize germane load without increasing intrinsic load by minimizing extraneous distractions and streamlining decision points, ensuring the interface supports schema construction without overwhelming working memory capacity.

Why does my interface feel overwhelming despite following standard UI design patterns?

Your interface feels overwhelming because standard UI patterns can still create high attention competition and decision fatigue, requiring a targeted cognitive load analysis to isolate and reduce specific elements driving mental effort.