Taste Skill
Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop
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What is Taste Skill?
Taste Skill is an open-source anti-slop frontend framework for AI coding agents that stops AI from generating generic, boring, and templated frontends. It provides a collection of SKILL.md files that AI agents read automatically to produce modern, premium frontend designs with intentional layout, typography, motion, and spacing. The framework works with any AI coding agent that supports SKILL.md files, including Cursor, Claude Code, Codex, Gemini CLI, v0, Lovable, OpenCode, and more.
The tool offers multiple specialized skills for different use cases: taste-skill v2 (experimental) for inferring design direction from briefs, image-to-code-skill for image-first pipelines, redesign-skill for auditing existing projects, soft-skill and minimalist-skill for specific visual styles, brutalist-skill for Swiss typography, and image generation skills for creating reference images for websites, mobile screens, and brand kits. Version 2 introduces brief inference, design system mapping, dark mode protocol, redesign protocol, and strict pre-flight checks.
Taste Skill is designed for developers, designers, and teams using AI coding agents who are tired of AI-generated UIs that all look the same with white backgrounds, blue buttons, and generic sans-serif fonts. It helps them ship distinctive frontends that don't look templated, with real design systems, purposeful motion, and visual density control from minimalist to rich.
The framework is completely free and open-source under the MIT license, with one-time installation via a single npx command. It includes an anti-slop ban system that explicitly forbids patterns like AI-purple mesh gradients, three-equal-card feature rows, em-dashes, scroll cues, and decorative status dots. Users can also customize the SKILL.md file to match their specific design direction.
Taste Skill pricing
Pricing model: Freemium
Taste Skill is completely free and open-source under the MIT license. There are no paid plans, subscription tiers, or hidden costs. Users can install the full skill bundle or individual skills via the npx skills CLI with no cost. The framework is maintained by the creator Leon Lin (@lexnlin on X/Twitter) with community support through 12 sponsors on GitHub who voluntarily support development.
Taste Skill pros
- Completely free and open-source under MIT license
- Works with every major AI coding agent (Cursor, Claude Code, Codex, Gemini CLI, v0, Lovable)
- One-command installation via npx skills add
- No configuration needed after installation
- v2 infers design direction from brief before generating code
- Includes 14+ specialized skills for different use cases
- Strict anti-slop ban system prevents generic patterns
- Built-in dark mode protocol with WCAG AA contrast
- Audit-first redesign protocol for existing projects
- Image generation skills for reference boards and brand kits
- Customizable SKILL.md file editable in project root
- Automatic SKILL.md detection by AI agents
- Prevents placeholders and half-finished output with output-skill
- Design system mapping for Material, Fluent, Carbon, and more
- Color consistency, shape consistency, and page theme locks
- Canonical GSAP code skeletons for animations
- 28.5K+ GitHub stars with active development
Taste Skill cons
- v2 is still experimental and may change before v2.0.0 stable
- Rule wording and section numbering may change in pre-releases
- Only works with agents that support SKILL.md files
- Requires npx skills CLI to install
- May break specific workflows if upgrading from v1 to v2
- Image generation skills require separate image generator setup
- No official GUI or web dashboard for configuration
- Learning curve for understanding all available skills
Frequently asked questions about Taste Skill
What is Taste Skill?
Taste Skill is an open-source set of SKILL.md files for AI coding agents that stops them from generating generic, boring frontends. It gives AI agents good taste by providing structured design rules that improve layout, typography, motion, and spacing, resulting in modern, premium designs instead of templated UIs.
Which AI coding agents are compatible?
Taste Skill works with every major AI coding agent that supports SKILL.md files, including Cursor, Claude Code (Anthropic), Codex (OpenAI), Antigravity (Google), Gemini CLI (Google), v0 (Vercel), Lovable, OpenCode, OpenClaw, AI Studio, Windsurf, and GitHub Copilot.
Is Taste Skill free?
Yes, Taste Skill is completely free and open-source under the MIT license. There are no paid plans, subscriptions, or hidden costs. Anyone can install and use all skills without paying anything.
What is new in v2 experimental?
v2 is a substantial 2026 rewrite where the agent reads the brief first, infers design direction (industry, audience, mood, motion depth, layout family), maps to appropriate design systems, includes dark mode protocol with WCAG AA contrast, audit-first redesign protocol, block library schema, and hard pre-flight checks. It is genuinely better than v1 but still iterating before v2.0.0 stable.
What skills are available in Taste Skill?
Available skills include: taste-skill v2 (default), taste-skill-v1 (legacy), gpt-tasteskill (for GPT/Codex), image-to-code-skill (image-first), redesign-skill (audit), soft-skill (calm/expensive UI), minimalist-skill (editorial UI), brutalist-skill (Swiss typography), output-skill (anti-laziness), stitch-skill (Google Stitch), imagegen-frontend-web, imagegen-frontend-mobile, and brandkit (image generation).
What patterns does Taste Skill ban?
The anti-slop ban system forbids: em-dashes and en-dashes, section-numbering eyebrows, hero version labels, photo-credit captions as decoration, hero decoration text strips, pills overlaid on images, version footers on marketing pages, locale/city/time/weather strips, scroll cues, decorative status dots, border-t/border-b on every row, div-based fake product UI, three-equal-card feature rows, AI-purple mesh blob gradients, hand-rolled decorative SVG illustrations, and window.addEventListener('scroll').
Can I customize Taste Skill rules?
Yes, the SKILL.md file is fully editable. Open it in your project root and modify, add, or remove any rule to match your design direction. The agent reads the file on each run, so edits apply immediately. You can also paste your project-specific style guide at the top of SKILL.md for the agent to use as the dominant source of truth.
Who created Taste Skill?
Taste Skill was created by Leon Lin (@lexnlin on X/Twitter). The project is on GitHub at github.com/Leonxlnx/taste-skill with 28.5K+ stars. Development is supported by 12 community sponsors on GitHub. More information is available at tasteskill.dev, tasteskillguide.com, and through the creator's Twitter/X account.