cognitive-design

Review visual interfaces against cognitive perception, attention, and memory principles.

Updated May 3, 2026
One-click install
npx skills add https://github.com/miethe/boxbrain-2 --skill cognitive-design-miethe
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: cognitive-design
Source: https://github.com/miethe/boxbrain-2/tree/main/.claude/skills/cognitive-design
Command: npx skills add https://github.com/miethe/boxbrain-2 --skill cognitive-design-miethe

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps prevent cognitive overload, confusion, misinterpretation, and poor retention by grounding visual and interactive design decisions in how people perceive, attend, remember, and make decisions.

Core Features & Use Cases

  • Cognitive Foundations: Apply principles of perception, attention, memory, Gestalt grouping, visual encoding, and mental models.
  • Design Workflows: Follow structured workflows for creating new designs, reviewing existing interfaces, and performing rapid cognitive validation.
  • Domain Guidance: Improve dashboards, data visualizations, product interfaces, educational materials, presentations, and visual storytelling.
  • Evaluation and Integrity Checks: Use checklists and audit frameworks to assess hierarchy, chunking, clarity, efficiency, accessibility, consistency, and visualization integrity.
  • Use Case: Review an overloaded analytics dashboard, identify hierarchy and working-memory problems, select clearer chart types, expose hidden state, and prioritize fixes using cognitive severity criteria.

Quick Start

Use the cognitive design skill to evaluate the attached dashboard for attention, memory, clarity, visual hierarchy, chart selection, and data integrity issues, then recommend prioritized improvements.

Frequently Asked Questions about cognitive-design

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

FAQPage Schema
How do I evaluate an analytics dashboard for cognitive overload and visual hierarchy issues?

To evaluate dashboard design for cognitive overload, conduct a systematic usability review checking visual hierarchy, chunking, and working-memory constraints. Identify hidden states and prioritize interface fixes using cognitive severity criteria to reduce user confusion.

What is cognitive design and how does it improve user experience?

Cognitive design aligns visual interfaces and data visualizations with human perception, attention, memory, and decision-making processes. It prevents misinterpretation and poor retention by applying Gestalt grouping, recognition over recall, and perceptual encoding principles.

How do I select clearer chart types for data visualization integrity?

Select clearer data visualization chart types by applying perceptual encoding checks and visualization integrity frameworks. Ensure your charts match the data structure and user mental models to prevent misinterpretation and support accurate decision-making.

Can I use cognitive design principles for educational materials and e-learning content?

Yes, cognitive design principles apply directly to educational design and e-learning content. Align materials with human memory and attention by checking chunking, scanning patterns, and feedback mechanisms to improve learner retention and clarity.

What's the best way to perform a rapid cognitive validation workflow for an interface?

Perform rapid cognitive validation by running structured audit frameworks that assess attention, clarity, consistency, and accessibility. Use systematic checklists to verify visual hierarchy and perceptual encoding efficiency before finalizing interface designs.

Why does my product interface cause user confusion and poor retention?

Your product interface likely causes confusion due to cognitive overload, poor visual hierarchy, and misaligned mental models. Conduct a usability review to identify working-memory problems, expose hidden states, and apply recognition over recall principles.