Taobao Flash Sale Design

Jul 3, 2026 · User Experience Design

Building an AI Design Assistant from Scratch: The R2D Workflow

This article details how an AI agent can act as a reliable design intern, guiding designers from PRD reading to interaction mock‑ups through a three‑stage R2D workflow, skill decomposition, iterative refinements, visual fidelity improvements, and a closed‑loop integration with MasterGo.