design-evaluation-audit

Evaluate designs against cognitive science principles with checklists and scoring rubrics.

142|20|Updated Oct 22, 2025
One-click install
npx skills add https://github.com/lyndonkl/claude --skill design-evaluation-audit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: design-evaluation-audit
Source: https://github.com/lyndonkl/claude/tree/main/skills/design-evaluation-audit
Command: npx skills add https://github.com/lyndonkl/claude --skill design-evaluation-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the common issue of design reviews relying on subjective opinions, leading to missed usability problems and inconsistent quality. It provides a structured, objective framework for evaluating designs.

Core Features & Use Cases

  • Cognitive Design Checklist: Assesses interfaces against 8 core cognitive principles (visibility, hierarchy, chunking, simplicity, memory, feedback, consistency, scanning).
  • Visualization Audit: Scores data visualizations on clarity, efficiency, integrity, and aesthetics.
  • Severity Classification: Prioritizes findings from Critical to Low.
  • Use Case: Before launching a new dashboard, use this Skill to run a full design evaluation, ensuring all visualizations are clear and truthful, and the overall interface is easy to understand.

Quick Start

Run a full design evaluation on the attached mockup file 'dashboard_v2.png'.

Frequently Asked Questions about design-evaluation-audit

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

FAQPage Schema
How do I run a cognitive design evaluation for a UI mockup?

A usability audit systematically evaluates existing designs against cognitive science principles to identify missed usability problems. It replaces subjective design reviews with structured checklists, scoring rubrics, and prioritized fix recommendations to ensure consistent quality.

What is the best way to audit data visualization quality before launch?

The best way to audit data visualization quality is applying a 4-criteria evaluation scoring clarity, efficiency, integrity, and aesthetics. This structured visualization audit ensures dashboards are clear, truthful, and easy to understand before launch.

How do I prioritize findings from a UX evaluation?

You prioritize findings from a UX evaluation using a severity classification system that ranks issues from Critical to Low. This prioritized approach helps developers tackle the most severe cognitive alignment and usability problems first.

Can I use a systematic design critique framework for any dashboard mockup?

Yes, you can use this systematic design critique framework for any dashboard mockup. It provides objective evaluation tools that assess cognitive alignment regardless of the specific interface, offering repeatable checklists for consistent results.

Why does my design review rely on subjective opinions instead of objective metrics?

Design reviews often rely on subjective opinions when lacking a structured framework. By applying cognitive science principles and scoring rubrics, you can transition to objective metrics that systematically evaluate visibility, hierarchy, and consistency.