Does this skill help with creating new designs?

No, this skill is specifically optimized for evaluating and auditing existing designs. For creating new designs from scratch, the cognitive-design skill is recommended.

What is the 4-criteria visualization audit?

It is a framework that scores charts and dashboards on Clarity (comprehension), Efficiency (speed of insight), Integrity (truthfulness), and Aesthetics (visual appeal).

Can I use this for accessibility compliance?

While it addresses many cognitive aspects of accessibility, it is not a replacement for a full WCAG compliance audit or technical accessibility testing.

How does the skill prioritize design issues?

Findings are classified into Critical, High, Medium, and Low severity based on their impact on core tasks, data integrity, and cognitive load.

Design Evaluation & Audit

Name: Design Evaluation & Audit
Author: lyndonkl

bylyndonkl

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デザインツール

Systematically evaluates existing UI/UX designs and data visualizations against cognitive science principles to identify and prioritize usability improvements.

The Design Evaluation & Audit skill provides a rigorous, objective framework for assessing digital interfaces and visualizations. Instead of relying on subjective feedback, it employs systematic checklists across eight cognitive dimensions—including visual hierarchy, chunking, and memory support—alongside a specialized four-criteria rubric for data visualizations. By classifying findings into severity levels from Critical to Low, it helps teams diagnose why a design 'feels off' and provides actionable, prioritized fix recommendations to ensure optimal user experience and data integrity before launch.

主な機能

0136 GitHub stars

02Multi-criteria visualization audit covering Clarity, Efficiency, Integrity, and Aesthetics

03Severity classification system to prioritize critical usability fixes

04Detailed fix recommendations with effort estimates and expected outcomes

058-point cognitive design checklist for systematic interface assessment

063-question rapid check for quick attention and clarity diagnostics

ユースケース

01Conducting pre-launch quality assurance reviews to catch usability bottlenecks

02Auditing data dashboards and infographics for clarity and visual integrity

03Evaluating competing design alternatives using objective scoring criteria

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lyndonkl/claude design-evaluation-audit

For use in Claude.ai and ChatGPT

Download Skill