Stop AI from generating generic, boring frontends.
Taste Skill is an open-source framework designed to elevate AI-generated frontend designs beyond generic and uninspired outputs. What it does: Taste Skill provides open-source skill files that integrate with AI coding agents like Cursor, Claude Code, Codex, Gemini CLI, v0, and Lovable. These skills inject 'good taste' into AI-driven frontend development, preventing the creation of bland, repetitive user interfaces and ensuring more visually appealing and well-structured designs. It's compatible with any agent that supports SKILL.md files, offering a single installation for broad application. Key features: • Frontend Default — A versatile skill for premium frontend output that doesn't enforce a single, narrow visual style. • GPT/Codex Stricter — A more rigorous variant for GPT and Codex models, featuring enhanced layout variance and motion direction. • Image-to-Code Skill — Prioritizes design references from images, analyzes them thoroughly, and then implements the frontend with high fidelity. • Redesign Skill — Performs visual audits on existing projects and facilitates cleaner redesign passes for improved aesthetics. • Soft Skill — Creates calm, sophisticated interfaces with subtle contrast, ample whitespace, and smooth motion. • Output Skill — Ensures complete outputs, preventing placeholders, skipped sections, and unfinished work. • Minimalist Skill — Delivers clean editorial product UIs with restrained color palettes, sharp structures, and tighter visual hierarchy. • Brutalist Skill (Beta) — Implements a bold, mechanical visual language characterized by Swiss typography, raw structure, and sharp contrast. • Stitch Skill — Exports Google Stitch-compatible semantic design rules, including an additional DESIGN.md export format. • Imagegen Frontend Web — Generates premium website reference images with strong art direction, typography, spacing, and anti-slop discipline. • Imagegen Frontend Mobile — Creates premium mobile screen concepts and flows emphasizing clean hierarchy and multi-screen consistency. Use cases: • Developers using AI agents to quickly prototype web and mobile application interfaces. • Designers seeking to refine AI-generated design concepts with specific aesthetic preferences. • Teams aiming to maintain brand consistency across AI-assisted frontend development projects. • Projects requiring a visual audit and redesign of existing interfaces using AI tools. What makes it different: Unlike generic AI frontend generators, Taste Skill actively combats 'slop' by providing curated, opinionated design skills that guide AI agents towards producing polished, intentional, and visually distinct user interfaces. Its open-source nature and broad agent compatibility make it a flexible and powerful tool for enhancing AI-driven design quality.
