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design-system

Generate design systems from codebases and audit UI visual consistency.

Updated Nov 19, 2025
Search Tags:#design system#codebase analysis#UI consistency#visual audit#AI slop detection
One-click install
npx skills add https://github.com/Sake-Team/SmartSake --skill design-system-sake-team
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: design-system
Source: https://github.com/Sake-Team/SmartSake/tree/main/backup/skills/design-system
Command: npx skills add https://github.com/Sake-Team/SmartSake --skill design-system-sake-team

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, tailwindcss, styled-components, browsermc, pandas, matplotlib, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the creation and auditing of design systems, enhancing visual consistency and reducing the time spent on manual reviews.

Core Features & Use Cases

  • Design System Generation: Automatically generates design systems from your codebase.
  • Visual Audit: Scores your UI on 10 dimensions to ensure visual consistency.
  • AI Slop Detection: Identifies generic AI-generated design patterns that might not be effective.
  • Use Case: Before a redesign, use this Skill to understand your existing design system and identify areas for improvement.

Quick Start

Generate a design system for your SaaS app using the design-system skill with a minimal style and earth-tones palette.

Frequently Asked Questions about design-system

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

FAQPage Schema
How do I automate visual audits to check UI consistency across my web app?▼

Automate visual audits by running CSS pattern scans that score your UI on 10 consistency dimensions. This process identifies visual discrepancies and provides audit scores to enhance visual consistency.

Can I generate a design system directly from my existing TailwindCSS or styled-components codebase?▼

Yes, you can generate a design system directly from a codebase using TailwindCSS or styled-components. The Skill scans CSS patterns and competitor research to extract and synthesize your design tokens.

What is AI slop detection and how does it identify generic design patterns?▼

AI slop detection identifies generic AI-generated design patterns that lack intentionality. It analyzes your UI components and styling rules to flag ineffective, templated visual choices for review.

Do I need Python and Pandas to perform codebase analysis for design system generation?▼

Yes, Python and Pandas are required dependencies for codebase analysis. They process the scanned CSS patterns and structural data to generate comprehensive design system insights and audit scores.

What's the best way to detect inconsistent UI components before a SaaS app redesign?▼

The best way to detect inconsistent UI components before a redesign is performing a visual audit. Scoring your UI across 10 dimensions highlights areas needing improvement and maps your existing system.

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