design-review

Audit web interfaces for layout, spacing, and hierarchy inconsistencies.

Updated Jul 26, 2026
One-click install
npx skills add https://github.com/yocxy2/gstack3 --skill design-review-yocxy2
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: design-review
Source: https://github.com/yocxy2/gstack3/tree/main/design-review
Command: npx skills add https://github.com/yocxy2/gstack3 --skill design-review-yocxy2

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill addresses visual inconsistencies, spacing errors, and hierarchy issues in web interfaces that often escape manual review, ensuring a polished, professional user experience.

Core Features & Use Cases

  • Visual Audit: Automatically detects layout, spacing, and hierarchy issues across the codebase.
  • AI Slop Detection: Identifies and cleans up patterns typical of unrefined AI-generated code.
  • Atomic Fixes: Iteratively applies fixes to the source code and verifies them with before-and-after screenshots.

Quick Start

Invoke the design-review skill to perform a visual audit of the current page and suggest necessary polish.

Frequently Asked Questions about design-review

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

FAQPage Schema
How do I automate visual QA and find layout inconsistencies in my web interface?

To perform a design audit, the skill iteratively applies atomic fixes to source code and verifies them using browser-based before-and-after screenshots. This ensures production-ready design standards by targeting visual hierarchy and spacing.

What is AI slop detection and how does it clean up unrefined frontend code?

AI slop detection identifies and cleans up patterns typical of unrefined AI-generated code. It targets visual hierarchy, spacing, and layout issues through automated audits to ensure a polished user experience.

Can I use this visual audit tool with Git and Bash for frontend design polish?

Yes, the visual audit requires Bash, Git, and browser-based verification tools to ensure production-ready design standards. It leverages these dependencies to iteratively apply atomic fixes and verify the results.

What is the best way to fix spacing errors and visual hierarchy issues in a web application?

The best way to fix spacing errors is through automated visual quality assurance that detects layout inconsistencies across the codebase. It iteratively modifies source code and verifies changes with browser-based screenshots.

Does automated design review work for AI-generated code patterns in web interfaces?

Automated design review specifically targets AI-generated code patterns by detecting layout, spacing, and hierarchy issues. It applies atomic fixes to the source code to resolve visual inconsistencies and ensure a professional user experience.