design-intelligence-system

A multi-agent design system for Claude Code that produces world-class UI/UX through research, competition, and continuous learning -- not single-shot generation.

The Problem

AI-generated frontend design converges on identical patterns: cards-in-grids, dark-mode-with-neon, Inter font, identical spacing, rounded corners with drop shadows. Every output looks like "AI made this." The Design Intelligence System fixes this through a 5-layer architecture that treats design quality as a search problem requiring exploration, competition, and human judgment.

5-Layer Architecture

Layer 1: Knowledge Arsenal (kb/)

A growing library of curated design knowledge that every agent consults before designing.

Layer 2: Continuous Research

The design-scout agent browses Awwwards, Dribbble, Mobbin, and design engineering blogs daily, producing trend digests that keep the Knowledge Arsenal current. The design-researcher agent performs deep domain research before each competition.

Layer 3: Competition Pipeline

Instead of generating one design, the system runs competitions: