Coming soon gpt-taste
Leon Lin & blueemi taste-skill/gpt-taste 62.8k Leon Lin & blueemi · @Leonxlnx ↗ Taste Skill
Give your agent design taste. It reads the brief, infers the right visual direction, and ships frontend interfaces that do not look templated or generic.
62.8k stars
Updated Jun 20, 2026 MIT 13 skills
The roster
Mock Up a Website
Leon Lin & blueemi Generate premium website comps: one art-directed image per section that looks like a real high-end landing page, clear enough to hand to a coding agent to build. Images only, no code.
taste-skill/imagegen-frontend-web 62.8k 
Make a Brand Kit
Leon Lin & blueemi Generate a brand kit from a name and category: a premium guidelines board with a logo system, palette, type, and UI mockups laid out as one identity deck, not a lone logo.
taste-skill/brandkit 62.8k 
Design With Taste
Leon Lin & blueemi An anti-slop frontend skill. Your coding agent reads the brief, picks a design direction that fits, and ships interfaces that don't look templated or AI-generated.
taste-skill/design-taste-frontend 62.8k 
Redesign an Interface
Leon Lin & blueemi Redesign an existing site or app to premium quality without a rewrite. It audits the current design, flags generic AI patterns, and fixes them in any CSS framework without breaking functionality.
taste-skill/redesign-existing-projects 62.8k 
Force Complete Output
Leon Lin & blueemi Stop your coding agent from truncating. You get the whole file and every component in full, with no placeholder stubs or "rest of code here" shortcuts.
taste-skill/full-output-enforcement 62.8k 
Build a Minimal Interface
Leon Lin & blueemi Turn a generic AI frontend into a warm, editorial minimal interface: monochrome palette, strong type contrast, flat bento grids, and muted pastel accents. No gradients, no heavy shadows.
taste-skill/minimalist-ui 62.8k 
Mock Up a Mobile App
Leon Lin & blueemi Generate premium mobile app mockups: app-native screens and full flows in clean phone frames, with readable type and one design system across every screen. Images only, no code.
taste-skill/imagegen-frontend-mobile 62.8k 
Build High-End Interface
Leon Lin & blueemi Make an AI-built frontend read like a $150k agency site. This skill sets the exact fonts, spacing, shadows, and motion that feel expensive and bans the cheap defaults that give AI away.
taste-skill/high-end-visual-design 62.8k 
Build Industrial Interface
Leon Lin & blueemi Turn a generic AI frontend into a raw industrial interface: rigid Swiss grids, extreme type contrast, utilitarian color, and analog grit like scanlines. Feels like a declassified blueprint.
taste-skill/industrial-brutalist-ui 62.8k 
Design the Image, Then Build It
Leon Lin & blueemi Design the website as an image first, then build it to match. Your agent art-directs section references, then codes a frontend from them instead of guessing straight into markup.
taste-skill/image-to-code 62.8k Coming soon Leon Lin & blueemi Coming soon stitch-design-taste
Leon Lin & blueemi taste-skill/stitch-design-taste 62.8k Coming soon design-taste-frontend-v1
Leon Lin & blueemi taste-skill/design-taste-frontend-v1 62.8k What it does
Taste Skill is an anti-slop frontend toolkit for AI agents. Instead of producing the templated look every model defaults to, the agent reads your brief, infers a design direction, and tunes three dials for variance, motion, and density before it writes any code.
The set spans a range of looks and jobs: a minimalist editorial style, high-end visual design, industrial brutalism, a redesign-audit pass for existing projects, and an output-enforcement skill for when a model ships half-finished work. Separate image-generation skills produce reference boards for web, mobile, and brand kits that you hand to the build. Each skill does one job, and they install through the skills CLI into Codex, Cursor, or Claude Code.
When to use it
- Your agent builds interfaces that look templated
It reads the brief, picks a visual direction, and ships frontends that don't look generic.
- You want a reference board before you build
Image-generation skills produce web, mobile, and brand-kit frames to design against.
- You're redesigning an existing project
Bring a current UI up to a higher visual bar instead of starting from scratch.
Common questions
What's included in Taste Skill?
Taste Skill is a set of thirteen portable agent skills that upgrade AI-built interfaces, plus image-generation skills for reference boards like web, mobile, and brand kits.
Can I install just one skill?
Yes. The npx skills CLI scans the repo's skills folder, so you can add one with a command like npx skills add https://github.com/Leonxlnx/taste-skill --skill design-taste-frontend instead of the whole set.
Which agents does it work with?
Taste Skill uses the Agent Skills format and works with Codex, Cursor, and Claude Code. You hand the design frames to whichever agent implements the interface.
Is Taste Skill free?
Yes. Taste Skill is open-source under the MIT license with no paid tier.