AI Design System Specialist
An AI Design System Specialist architects, maintains, and evolves AI-augmented design systems that bridge visual language, compone…
Skill Guide
Design token architecture is the systematic process of defining, managing, and distributing platform-agnostic style values (color, spacing, typography) as a single source of truth, enabling consistent multi-platform theming.
Scenario
You need to create a single source of truth for a simple app's colors and spacing that outputs to CSS custom properties and Swift code.
Scenario
Your product requires light and dark themes, plus a high-contrast accessibility theme, managed from one token source.
Scenario
You are the lead architect for a design system serving 10 product teams. You need to enforce quality, manage breaking changes, and automate deployment.
Use Style Dictionary as the industry-standard transform and build engine. Token Studio allows designers to author tokens directly in Figma with sync to JSON. Native Figma variables are for design-only workflows or simple handoff.
Adhere to the emerging W3C standard for interoperability. JSON/YAML are the source formats. The build targets are platform-specific files like CSS variables, SwiftUI Color/Font extensions, and Android `colors.xml`.
Map tokens to Atomic Design levels for clarity. Apply SRP so each token file has one clear purpose (e.g., primitive colors vs. component spacing). Use semver to communicate breaking changes to consuming teams.
Answer Strategy
The candidate must demonstrate a layered, scalable approach. They should describe a three-tier model (primitive → semantic → component) and explain how theming and branding are achieved by swapping semantic layers, not primitives. A strong answer will mention build pipelines (Style Dictionary) and versioning.
Answer Strategy
This tests system thinking and stakeholder management. The strategy is to evaluate the request against the token system's principles: reusability, scalability, and clarity. A good answer would involve checking if the color is a one-off or a new pattern, consulting the design system's governance rules, and making a decision that either adds a new semantic token (if it's a new reusable pattern) or enforces the use of an existing modifier (if it's a variant).
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