bRRAInSkills · PROFESSIONAL TRACK — Design

AI UI/UX Design Systems

Convert any design into a token system every LLM respects.

~32 hrs total
Single course
Prereq: None
3 years validity
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About this program

Most AI-generated UI drifts because the model has no operating standard to respect. This course teaches you to take any design — a Figma file, a competitor screenshot, a hand-drawn sketch — and convert it into a production-grade token system, component library, and composition rubric strict enough that Claude, GPT, and Gemini all build you screens that match the same brand.

What you'll walk out with

  • Extract a full token system (color, type, spacing, elevation, motion) from any reference design
  • Publish a component-composition rubric that any LLM can grade its own output against
  • Ship a design-system.v1 artifact with semantic color naming and AI-predictable primitives
  • Evaluate cross-model consistency on generated UI and close the drift with rubric patches
  • Operate the design system as a living spec — versioning, change-log, migration paths

Curriculum

Each module ships with a hands-on lab. The final module is a full generative lab against a simulated scenario.

  1. 01 · The three layers of a design system (tokens · primitives · composition)
  2. 02 · Extracting tokens from any reference artifact
  3. 03 · Semantic color naming and intent-tagging
  4. 04 · Type scale, spacing scale, elevation tiers
  5. 05 · Composition rubric authoring
  6. 06 · Cross-model AI testing — Claude, GPT, Gemini
  7. 07 · Drift detection and rubric patches
  8. 08 · Versioning, change-log, deprecation
  9. Final · Generative lab: ship a token system + AI grade card

Who this is for

  • Designers tired of re-fixing AI-generated screens
  • Design-ops leads setting standards for AI-augmented teams
  • Founders who need one-person brand consistency at LLM speed
  • Front-end engineers bridging designer output into AI-built UI

Ready to join the next cohort?

Programs run cohort-gated — we'll route you to the next one that fits your schedule and prerequisites.

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