design-review

Detect visual inconsistencies, spacing, hierarchy issues, and AI slop patterns in design files.

Updated Jun 11, 2026
One-click install
npx skills add https://github.com/26mitch26/ai-mall --skill design-review-26mitch26
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: design-review
Source: https://github.com/26mitch26/ai-mall/tree/main/.claude/skills/design-review
Command: npx skills add https://github.com/26mitch26/ai-mall --skill design-review-26mitch26

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires bash, imageMagick, and includes scripts (resource) and assets (resource) components.

What problem does it solve?

This Skill identifies and addresses visual inconsistencies, spacing, hierarchy issues, and AI-generated slop in design files, ensuring a polished, professional end product.

Core Features & Use Cases

  • Visual Audit: Detects visual flaws in design files for consistency, spacing, and layout.
  • AI Slop Patterns: Eliminates AI-generated inconsistencies for a smooth design process.
  • Fixing Issues: Provides automated fixes and suggestions to enhance the visual appeal.
  • Use Case: Perfect for post-AI design outputs, UX/UI designers, or anyone aiming for high-quality visuals.

Quick Start

Initiate the design review process for the file 'ui-design.v1.png' to identify and fix potential issues.

Frequently Asked Questions about design-review

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

FAQPage Schema
How do I identify and fix AI slop patterns in my UI design files?

To identify and fix AI slop patterns in UI design files, use an automated visual QA process that detects visual inconsistencies, spacing errors, and hierarchy issues, then provides automated fixes and suggestions to enhance visual appeal.

What is visual QA for post-AI design workflows?

Visual QA for post-AI design workflows is the process of auditing AI-generated design files to eliminate inconsistencies, address spacing and layout flaws, and ensure a polished, professional end product.

How do I run a visual audit on a PNG file using Bash and ImageMagick?

To run a visual audit on a PNG file using Bash and ImageMagick, initiate the design review process by passing the file, which triggers scripts that process the image to detect layout and spacing issues.

Do I need ImageMagick installed to perform automated layout improvement?

Yes, you need ImageMagick installed to perform automated layout improvement, because this visual QA process operates through Bash scripts and image processing techniques to detect and address design flaws.

Can I use this visual quality assurance approach for UX/UI design reviews?

Yes, you can use this visual quality assurance approach for UX/UI design reviews, as it is specifically intended to identify visual inconsistencies and hierarchy issues in design files for high-quality visuals.