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Taste Skill

Official Website

A collection of skills that improve how AI tools write frontend code. Instead of generating generic, boring interfaces, the AI builds modern, premium designs with proper animations, spacing, and visual quality.

Agent Skills GitHub stars AI Supported Premium UI

Feedback & Contributions

I'd love to hear your thoughts! If you have suggestions or find any bugs:

Installing

Works via CLI for all major AI coding agents (Cursor, Antigravity, Claude Code, Codex, Windsurf, Copilot, etc.):

npx skills add https://github.com/Leonxlnx/taste-skill

Or just copy the SKILL.md file you need directly into your project or paste it into ChatGPT / Codex.

Skills

Each skill has a different job. You do not need to use all of them at once.

Frontend implementation skills live in skills/. Image-generation-only skills live in imagegen-skills/.

Skill Description
taste-skill The default all-rounder. Use this when you want premium frontend output without forcing one narrow visual style.
gpt-taste The stricter, more opinionated variant for GPT/Codex models. Best for high-variance layouts, stronger GSAP direction, and more aggressive anti-slop rules.
image-to-code-skill The image-first frontend implementation skill. It generates premium website images first, deeply analyzes them, then implements the frontend to match closely. Lives in skills/image-to-code-skill/.
redesign-skill Use this when a project already exists and needs to be improved. It focuses on auditing the current UI first, then fixing weak layout, spacing, hierarchy, and styling decisions.
soft-skill Use this for polished, calm, expensive-looking interfaces with softer contrast, more whitespace, premium fonts, and smooth spring motion.
output-skill Use this when the model keeps being lazy. It pushes for complete output, no placeholder comments, and no skipped implementation steps.
minimalist-skill Use this for cleaner editorial product UI inspired by tools like Notion or Linear. It keeps the palette restrained and the structure crisp.
brutalist-skill ⚠️ BETA Use this for harder, more mechanical visual language: Swiss typography, sharp contrast, raw structure, and more experimental composition.
stitch-skill Use this when you want Google Stitch-compatible semantic design rules, including the extra DESIGN.md export format.

Image Generation Skills

These skills generate design reference images only. They do not write code. Use them with ChatGPT, Codex, or any agent that supports image generation.

Skill Description
imagegen-frontend-web Generates premium website design reference images. Awwwards-level art direction, strong typography, generous spacing, and anti-slop visual discipline. Lives in imagegen-skills/frontend-web/.
imagegen-frontend-mobile Generates premium mobile app screen concepts and flows. iOS, Android, and cross-platform. Clean hierarchy, phone mockup framing, controlled palettes, and strong multi-screen consistency. Lives in imagegen-skills/frontend-mobile/.
brandkit Generates premium brand-kit overview images with logo concepts, color systems, typography, mockups, and visual identity boards. Works for any category: tech, luxury, wellness, developer tools, and more. Lives in imagegen-skills/brandkit/.

Which one should I use?

  • Start with taste-skill if you want the safest general recommendation.
  • Use gpt-taste if you're using GPT/Codex models, you want a stronger visual opinion, more layout variance, and stricter motion/layout enforcement.
  • Use image-to-code-skill if visual quality is the main challenge and you want the image-first workflow: generate the design, inspect it deeply, then code it faithfully.
  • Use redesign-skill if the project already exists and you want to improve what is there instead of starting from scratch.
  • Use soft-skill, minimalist-skill, or brutalist-skill when you already know the visual direction you want.
  • Add output-skill when your agent tends to leave work unfinished.
  • Use stitch-skill when you specifically need Stitch-oriented output.

Image-First Tip

For image-to-code-skill, it often helps to state the workflow explicitly in the prompt. A line like follow rules strictly and generate images, then analyze, then code can reinforce the intended execution order in agents that support both image generation and implementation.

Using Image Generation Skills with ChatGPT / Codex

The image generation skills (imagegen-frontend-web, imagegen-frontend-mobile) work great with ChatGPT and Codex. Just paste or attach the skill file in your conversation and ask it to generate screens or website sections. The generated images can then be handed to your coding agent to turn them into code right away.

Settings (taste-skill only)

The taste skill has three settings at the top of the file. Change these numbers (1-10) depending on what you're building:

  • DESIGN_VARIANCE — How experimental the layout is. (1-3: Clean/centered | 8-10: Asymmetric/modern)
  • MOTION_INTENSITY — How much animation there is. (1-3: Simple hover | 8-10: Magnetic/scroll-triggered)
  • VISUAL_DENSITY — How much content fits on one screen. (1-3: Spacious/luxury | 8-10: Dense dashboards)

Examples

Created with taste-skill:

Support the project

If you find taste-skill useful, consider sponsoring the development.

Sponsor on GitHub

Current Sponsors

robinebers JKc66 u2393696078-rgb a-human-created-this AtharvaJaiswal005 ghughes7 mccun934 navanchauhan

Star History Rank

Research

Background research that informed how these skills were built. See the research folder.

Common Questions

How is this different from other AI design skills? Taste Skill includes multiple specialized variants for different use cases, a 3-dial parameterization system for adjustable output, and anti-repetition rules backed by original research. It is framework-agnostic and works across all major agents.

Does it work with React, Vue, Svelte, etc.? Yes. Taste Skill is framework-agnostic. The rules focus on design decisions, not framework-specific code patterns.

What is a SKILL.md file? A portable instruction file that AI coding agents detect and follow automatically. No configuration is needed, just install it and your agent reads it.

About

Taste-Skill (High-Agency Frontend) - gives your AI good taste. stops the AI from generating boring, generic, "slop"

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