The Anti-Slop Frontend Framework for AI Agents

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Portable Agent Skills that upgrade AI-built interfaces: stronger layout, typography, motion, and spacing instead of boilerplate-looking UIs. This repo also includes image-generation skills for reference boards (web, mobile, brand kits). Pair them with ChatGPT Images or similar generators, then hand the frames to Codex, Cursor, or Claude Code for implementation.

Taste Skill has no official token, coin, or crypto project. Any token using my name, image, or project is unaffiliated and not endorsed by me.

_{Disclaimer · Install · Skills · Settings · Examples · Sponsors · Research · FAQ · License}

We would love your feedback. Suggestions and bug reports:

• Open a Pull Request or Issue on GitHub
• DM @lexnlin or @blueemi99
• Email us at hello@tasteskill.dev

The npx skills add CLI scans the skills/ folder in this repo, so all skills below (code and image-generation) install the same way.

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

Install a single skill by its install name (the name: field inside the SKILL frontmatter, not the folder name):

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

You can also copy any SKILL.md into your project or paste it into ChatGPT / Codex conversations.

The default taste-skill (install name design-taste-frontend) is now v2 (experimental), a substantial rewrite of the original v1. If you already have v1 installed, just re-run the install command and you will be upgraded:

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

The install name did not change, so no script updates are needed. The newer SKILL.md replaces the older one in place.

If you depend on the exact behavior of v1 and want to pin to it explicitly:

npx skills add https://github.com/Leonxlnx/taste-skill --skill "design-taste-frontend-v1"

See CHANGELOG.md for the full v1 to v2 diff and the rationale.

Each skill does one job; you do not need all of them at once. Implementation skills output code. Image-generation skills output reference images only.

The Install name column is the exact value you pass to --skill.

These produce design images only (no code). Use with ChatGPT Images, Codex image mode, or any agent that generates images.

• Start with taste-skill for the safest general default. (Now v2 experimental - see what changed in the CHANGELOG.)
• If you depend on the exact behavior of the original taste-skill, install taste-skill-v1 instead.
• Use gpt-taste when you want the stricter GPT/Codex-oriented rules and motion/layout enforcement.
• Use image-to-code-skill for image → analyze → code website workflows.
• Use redesign-skill to improve an existing codebase instead of greenfield styling.
• Add soft-skill, minimalist-skill, or brutalist-skill when the visual direction is already chosen.
• Add output-skill if the agent keeps truncating output.
• Use imagegen-frontend-web, imagegen-frontend-mobile, or brandkit when the deliverable is images (comps, flows, identity boards), then pass results to your coding agent.

For image-to-code-skill, state the pipeline in the prompt, e.g.: follow the skill: generate images, then analyze, then code.

Attach or paste imagegen-frontend-web, imagegen-frontend-mobile, or brandkit and ask for the frames you need, then feed the renders to Codex, Cursor, or Claude Code. Use image-to-code-skill when you want one workflow that both generates references and implements the site in code.

Numbers at the top of the file are 1-10 dials:

• DESIGN_VARIANCE: Layout experimentation (lower: centered/clean · higher: asymmetric/modern).
• MOTION_INTENSITY: Animation depth (lower: hover · higher: scroll/magnetic).
• VISUAL_DENSITY: Information per viewport (lower: spacious · higher: dense dashboards).

Created with taste-skill:

If Taste Skill helps you, consider sponsoring:

Sponsor on GitHub

Background writing that shaped these skills lives in research/.

How is this different from other AI design skills?
Multiple specialized variants, adjustable dials in key skills, anti-repetition rules informed by dedicated research. All are framework agnostic across major coding agents.

Does it work with React, Vue, Svelte?
Yes. Rules target design intent, not a single framework API.

What is SKILL.md?
A portable instruction file agents can load automatically; install via npx skills add or by copying into a repo or conversation.

Do image-generation skills install with npx skills add?
Yes. They live under skills/ alongside the code skills so the same CLI discovers them.

MIT License · Copyright (c) 2026 Leonxlnx