stitch-design-taste

Generate semantic design system specifications for Google Stitch UI output.

19|1|Updated Feb 7, 2026
One-click install
npx skills add https://github.com/sero-labs/sero --skill stitch-design-taste-sero-labs
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: stitch-design-taste
Source: https://github.com/sero-labs/sero/tree/main/packages/templates/skills/taste/stitch-skill
Command: npx skills add https://github.com/sero-labs/sero --skill stitch-design-taste-sero-labs

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the problem of inconsistent, generic, or low-quality UI design output from AI agents by enforcing a strict, high-agency design system that prioritizes premium aesthetics and performance.

Core Features & Use Cases

  • Semantic Design Enforcement: Translates natural language design intent into precise, agent-interpretable rules for color, typography, and layout.
  • Anti-Slop Guardrails: Explicitly bans common AI design clichés like neon gradients, generic serif fonts, and overlapping elements.
  • Use Case: When building a new dashboard, use this skill to generate a DESIGN.md file that ensures the output adheres to a professional, gallery-airy aesthetic with spring-physics motion and hardware-accelerated performance.

Quick Start

Use the stitch-design-taste skill to generate a design system configuration for a new developer tool dashboard project.

Frequently Asked Questions about stitch-design-taste

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

FAQPage Schema
How do I enforce a premium design system for Google Stitch UI output?

You can prevent generic AI UI design output by applying strict anti-slop guardrails that explicitly ban common clichés like neon gradients, generic serif fonts, and overlapping elements in your design specifications.

How do I translate natural language design intent into precise frontend component styling rules?

Semantic design enforcement translates natural language design intent into precise, agent-interpretable rules for color, typography, and layout to maintain a gallery-airy aesthetic in frontend components.

Can I use this to generate design system specifications for a developer tool dashboard?

Yes, you can use it to generate a design system configuration for a new developer tool dashboard project, ensuring professional aesthetics with spring-physics motion and hardware-accelerated performance.

What's the best way to avoid generic AI design clichés when building a new dashboard?

You can prevent generic AI UI design output by applying strict anti-slop guardrails that explicitly ban common clichés like neon gradients, generic serif fonts, and overlapping elements in your design specifications.

Does generating design system specifications require any external dependencies?

No, generating semantic design system specifications requires no external dependencies, relying solely on internal rules to enforce strict typographic, color, and motion constraints for premium UI output.