The Anti-Slop Framework for AI Design

Impeccable Style

A design skill and 15 commands for Cursor, Claude Code, Gemini CLI, and Codex CLI. Fights the generic defaults baked into every LLM.

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01

AI Has Design Bias

Every LLM learned from the same generic templates. Without explicit guidance, they converge on the same predictable defaults.

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Lorem ipsum dolor sit amet, consectetur adipiscing elit. This is generic placeholder text.

Inter font (again) Purple gradient Generic copy Cards on cards

Introducing

Thoughtful Design

Every element serves a purpose. Hierarchy guides the eye. Whitespace breathes.

With Skills
Generic AI Output
With Design Skills
Common AI defaults:
Inter/Roboto fonts Purple gradients Cards on cards Centered everything Gray text on color Decorative shadows
02

The Antidote

Anthropic's original frontend-design skill laid the foundation. We built on it with curated patterns and anti-patterns across typography, color, layout, motion, and more.

03

The Framework

One comprehensive skill with deep expertise, plus 15 commands that form the language of design.

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Together, they transform generic output into impeccable design.

04

Commands in Action

See how commands transform your designs

05

One Framework, Every Agent Harness

We wrote it once, then compiled it for each platform. Same design intelligence, native to your workflow.

Cursor

Rules + Commands

Commands and rules for Cursor IDE. Works via appending, no frontmatter required.

Claude Code

Full Featured

Complete YAML frontmatter with argument support. Follows Anthropic Skills specification.

Gemini CLI

TOML + Modular

TOML-formatted commands with modular skill imports via GEMINI.md.

Codex CLI

Prompts + Routing

Custom prompt format with skill routing through AGENTS.md architecture.

Open Source

View the source, contribute skills and commands, or report issues on GitHub.

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