How to Generate Premium Anti-Generic UI Standards with Taste-Design

The taste-design skill in the stitch-utilities plugin generates a DESIGN.md document that enforces premium, anti-generic UI standards by banning generic fonts like Inter, eliminating neon colors, and enforcing specific layout and motion rules.

The google-labs-code/stitch-skills repository provides the taste-design skill as a specialized tool to generate premium anti-generic UI standards for modern web applications. By evaluating your project's atmosphere across four key dimensions, this skill produces a comprehensive design system that eliminates clichéd AI-generated interface patterns. Developers use taste-design to create a single source of truth that guides component generation with strict visual constraints and performance-first animation principles.

What Is the Taste-Design Skill?

The taste-design skill is an Agent Skill following the open standard defined in the stitch-skills ecosystem. It resides within the stitch-utilities plugin and operates from plugins/stitch-utilities/skills/taste-design/ according to the repository structure.

The skill's definition lives in plugins/stitch-utilities/skills/taste-design/SKILL.md, which specifies the mission control parameters, allowed tools, and detailed design rules. Its companion template at plugins/stitch-utilities/skills/taste-design/resources/DESIGN.md provides the baseline structure and atmosphere dials for customization. When invoked, the skill synthesizes these resources into a project-specific DESIGN.md file that serves as an enforceable style guide.

How Taste-Design Generates Premium UI Standards

The skill evaluates four atmospheric dimensions—creativity, density, variance, and motion—then encodes declarative rules into the generated document. These constraints specifically target and eliminate generic design patterns common in AI-generated interfaces.

Color Palette Constraints

The generated DESIGN.md mandates a calibrated color system with a single accent color. It explicitly bans neon tones and purple shades, preventing the oversaturated palettes typical of generic UI generators. This restriction ensures chromatic restraint and brand cohesion across all components.

Typography Enforcement

The skill forbids generic fonts such as Inter and enforces premium type families including Geist, Satoshi, or Cabinet Grotesk. By declaring banned and required font stacks in the design document, taste-design eliminates the "default Bootstrap" aesthetic and establishes distinct typographic hierarchy.

Component Specifications

Button, card, and input specifications in the generated document require tactile feedback mechanics while prohibiting outer glows and decorative shadows. The rules emphasize physical interaction models with micro-animation loops that provide responsive feedback without visual noise.

Layout Principles

The design system rejects centered hero sections, three-column equal grids, and overlapping elements. These constraints force asymmetric compositions and intentional white space that differentiate the interface from template-based designs.

Motion Philosophy

Animation rules limit effects to transform and opacity properties for GPU optimization. The skill mandates spring physics with specific parameters—stiffness: 100 and damping: 20—creating natural motion curves that avoid robotic, linear transitions.

Installing and Running the Taste-Design Skill

Install the stitch-utilities plugin through the Codex marketplace to access the taste-design skill.

# Install the utilities plugin (includes taste-design)

codex plugin marketplace add google-labs-code/stitch-skills \
  --ref main \
  --sparse plugins/stitch-utilities

# Add the taste-design skill to your project

npx skills add google-labs-code/stitch-skills

Execute the skill to generate your design document:

npx stitch-utilities taste-design

The command reads the SKILL.md definition and the resources/DESIGN.md template, then writes the final DESIGN.md to your project root. You can customize the output by providing atmosphere parameters:

# Example prompt passed to the agent

"Generate a premium DESIGN.md for a SaaS dashboard with high creativity, medium density, high variance, and fluid motion. Use one accent color and exclude any neon or generic fonts."

Integration with the Stitch Ecosystem

The skill is registered in plugins/stitch-utilities/plugin.json and listed in the repository's root README.md under the Utilities section. This integration allows the Stitch MCP server to consume the generated DESIGN.md and guide subsequent UI generation for React, React Native, or other component targets.

By supplying both visual tokens and explicit anti-patterns, the document eliminates "generic AI design clichés" and ensures consistently branded, production-ready specifications across screens.

Summary

• The taste-design skill lives in plugins/stitch-utilities/skills/taste-design/ and generates a DESIGN.md file that serves as your project's visual source of truth.
• It bans generic fonts like Inter in favor of premium families (Geist, Satoshi, Cabinet Grotesk) and eliminates neon colors in favor of single-accent palettes.
• Layout constraints reject centered heroes and three-column grids, while motion rules enforce spring physics with stiffness: 100 and damping: 20.
• Install via codex plugin marketplace and run with npx stitch-utilities taste-design to produce production-grade UI specifications.

Frequently Asked Questions

How does taste-design prevent generic AI-generated interfaces?

The skill encodes explicit anti-patterns in the generated DESIGN.md, prohibiting common AI defaults like Inter font, neon color schemes, centered hero sections, and outer glows. By mandating specific premium alternatives—such as the Geist type family and single-accent color palettes—it establishes constraints that force distinctive visual design.

What atmosphere parameters does the taste-design skill evaluate?

The skill evaluates four atmospheric dimensions: creativity (visual inventiveness), density (information concentration), variance (diversity of elements), and motion (animation fluidity). These dials configure the output document's rules for spacing, color usage, and animation complexity.

Where does the taste-design skill output its design specifications?

The skill writes the final DESIGN.md file to your project root. This document combines the template from plugins/stitch-utilities/skills/taste-design/resources/DESIGN.md with your specific atmosphere settings to create an enforceable style guide for component generation.

Can I use taste-design with React or React Native projects?

Yes. The generated DESIGN.md provides platform-agnostic design tokens and constraints that the Stitch MCP server can consume to generate components for React, React Native, or other frameworks. The motion specifications (transform and opacity only) are specifically optimized for performance across web and mobile rendering engines.

{
  "mcpServers": {
    "instagit": {
      "command": "npx",
      "args": ["-y", "instagit@latest"]
    }
  }
}