AI agent design taste / anti-slop UI
Taste-Skill is an agent skill that injects design taste into AI coding agents, preventing them from generating generic, boring AI slop in frontend output.
Same problem, same approach. Swapping one for another is a config change, not a rewrite.
Choose it when you need Claude Code design skills with high-fidelity prototypes, slides, and MP4 export rather than general anti-slop guidance.
Huashu Design · HTML-native design skill for Claude Code · Claude Code 里 HTML 原生的设计 skill · 高保真原型 / 幻灯片 / 动画 + 20 设计哲学 + 5 维评审 + MP4 导出 · Agent-agnostic
Choose it when you want Claude Design's polished mockups and prototypes locally without claude.ai, especially with Opus 4.
Run Claude Design locally as an Agent Skill — Cursor, Claude Code & more. Produce polished UI mockups, prototypes, decks & wireframes as self-contained HTML, without claude.ai/design. Best with Opus or Claude.
Choose it when you prefer an accessibility-aware design system prompt over a flexible taste skill.
Reverse-engineered system prompt and skill library that turns an LLM into an opinionated, accessibility-aware, AI-slop-resistant design collaborator.
Choose it when you want a film-direction-style website workflow with an executable anti-slop linter gate.
The Claude Code skill that directs a website like a film. Commit-sheet, generated assets, build, and an executable anti-slop linter that gates every ship.
Choose it when you want 23 modular design-method skills with evidence-verified UI instead of one taste skill.
Open-source design-method engine for Claude Code, Codex & Cursor. 23 agent skills for fixed design judgment, multiple grammars, semantic palettes, reference compilation, and evidence-verified UI. MIT.
Choose it when you want a lightweight, same-purpose taste skill without the extra frontend framework features.
VibeCurb - Injects taste into AI workflows to stop agents from generating boring, AI slop.
Choose it when you just need plain rules for filtering generic AI output, without a full skill framework.
Rules for an AI coding agent to filter out generic AI-generated UI designs, text, and code.
Choose it when you want a design skill explicitly aimed at shippable frontend across multiple coding agents.
The design skill for Claude Code, Cursor and any coding agent. Stop shipping AI-slop UI: turn it into shippable, tasteful frontend. Install: npx skills add superdesigndev/superdesign-skill. Powered by superdesign.dev
Choose it when you want a direct anti-slop design skill that works for Claude Code, Cursor, and Codex.
Anti-AI-slop design skill for Claude Code, Cursor, and Codex.
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
Choose it when you need to audit and strip slop from existing AI-generated UI instead of preventing it during generation.
A field guide to the visual & copy tics of AI-generated products — and an Agent Skill that scans your project and strips them out. https://killaislop.com
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
Choose it when you specifically need polished HTML slide decks with editorial/Swiss layouts, not general frontend taste.
AI-agent Skill for generating polished HTML slide decks: editorial magazine and Swiss layouts, image prompts, social covers, and a WebGL/low-power presentation runtime.
Choose it when you want GPT-Image-2-based PowerPoint generation in Codex, not a general frontend taste skill.
GPT-Image-2 PPT Generator Skill for Creating Image-Based PowerPoint Presentations in Codex and Other Skill-Compatible Agents
Choose it when you want beautiful web slides from a coding agent, not a general anti-slop skill.
Create beautiful slides on the web using a coding agent's frontend skills
These projects were analysed and named taste-skill among their alternatives. The relationship is not symmetric — how taste-skill rates them is a separate judgement, made when taste-skill is analysed in its own right.
calls taste-skill “Choose for a minimal taste skill that directly stops generic slop if you want lighter weight than Hallmark's full theme system.”
Anti-AI-slop design skill for Claude Code, Cursor, and Codex.
calls taste-skill “Short taste skill doing the same job; take it when you want a minimal file rather than a full design philosophy.”
Reverse-engineered system prompt and skill library that turns an LLM into an opinionated, accessibility-aware, AI-slop-resistant design collaborator.
calls taste-skill “A rules-only taste layer that raises the floor of agent output but never emits artifacts on its own.”
Run Claude Design locally as an Agent Skill — Cursor, Claude Code & more. Produce polished UI mockups, prototypes, decks & wireframes as self-contained HTML, without claude.ai/design. Best with Opus or Claude.