Anti-AI-Slop Design Methodology

A workflow skill for creating frontend UIs that don't look AI-generated. Use this when building new pages, redesigning existing ones, or reviewing design output for "AI taste."

The Problem

AI models converge on safe, high-probability design choices (distributional convergence), producing generic output that shares the same patterns: centered layouts, gradient headings, card-nesting, Inter/Roboto fonts, purple-on-white schemes. This skill teaches you how to break out of those patterns.

Workflow

Phase 1: Reference Research (before writing any code)

Never start coding without references. Spend 10 minutes collecting: