用设计循环让 AI 代理持续遵循设计系统

When building UI with AI agents, design work starts fresh on every prompt. This can get really frustrating when you are trying to follow a design system in a large codebase across many agents. A *WIP* solution I have been building is /design-loop. It’s a design engineering loop for Codex + Claude code. How it works: it reads your codebase, creates a /design.md contract, builds a backlog, then improves one surface at a time. It asks you questions around the design and helps you establish an initial system if you don't have anything set up. It follows this pattern: brief → design references → implementation → visual review (screenshots) → human critique → revision. Your design taste should live in files, not in the agent’s temporary context. The system also tracks what decisions have been made, what patterns should repeat, what should be removed, and what the product should not become. Constraints to hopefully make the output better. Disclaimer: expect continual iterations of this skill.