Taste Skill

Open-source design-taste framework that stops AI coding agents from shipping generic, templated UIs.

Free· Free and open sourceCodingMulti-model

Best for

Pick Taste Skill if you live inside Cursor or Claude Code and are sick of every generated UI looking like the same shadcn dashboard.

Skip if

Skip it if you are not using an AI coding agent or you want a hosted design tool with its own editor.

Taste Skill is an open-source 'anti-slop' frontend framework aimed at AI coding agents. It ships a set of SKILL.md files, design-system mappings, dark-mode protocols, and pre-flight checks that get injected into agents like Cursor, Claude Code, Codex, Gemini CLI, v0, and Lovable so they stop defaulting to the same boilerplate Tailwind dashboards. Instead of one monolithic prompt, it exposes named skills (minimalist, brutalist, soft, audit-focused, etc.) you can attach per project.

It installs via 'npx skills add Leonxlnx/taste-skill' and sits between you and whichever coding agent you already use, so there is no separate API or hosted service. The audience is narrow but real: developers shipping with agentic IDEs who are tired of identical landing pages and want a reusable taste layer, including image-to-code reference analysis and visual audit/redesign passes on existing codebases.

Because it is just markdown skills and rules under the MIT-style open-source model, there is no pricing, no account, and no lock-in. The flip side is that the quality of the output is bounded by the underlying agent and the user's willingness to actually invoke and follow the skill protocols.

Editor's take

A refreshingly small, opinionated answer to agent slop: ship taste as a portable skill pack rather than another SaaS. It only works as well as the agent you bolt it onto, but for Claude Code and Cursor users it is a near-zero-cost upgrade to default UI output.

— The AI Tool Bible editorial team