Update nexus: fix conflicts and sync local changes
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---
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title: "Design-to-Code Workflow"
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type: concept
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tags: []
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last_updated: 2025-12-30
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---
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## Definition
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Design-to-Code Workflow(设计到代码工作流)是一种递进式 AI 辅助开发方法,通过从高层次的抽象描述逐步细化为可执行代码,实现人机协作的编程实践。
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## Core Principles
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### 三阶段递进
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1. **设计文档**:详细描述需求和架构
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2. **伪代码**:Service 层具体逻辑用伪代码写明
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3. **代码**:AI 根据伪代码直接生成可执行代码
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### 工作流程
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```
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需求文档 → 伪代码(含Service层逻辑) → AI直出代码 → 另一AI review → 跑测试用例 → AI自动commit+push
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```
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## Key Benefits
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- **减少迭代次数**:详细伪代码使 AI 一次直出成为可能
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- **质量保证**:双 AI 协作(生成+review)确保代码质量
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- **可追溯**:设计文档保留了完整的决策过程
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- **降低认知负担**:开发者无需记忆所有实现细节
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## Related Concepts
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- [[Vibe Coding]]:整体方法论背景
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- [[Multi-AI Review]]:双人编程模式
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- [[Verification-First Engineering]]:验证优先原则
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## Sources
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- [[vibe-coding经验收集]]
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---
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title: "Design-to-Code Workflow"
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type: concept
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tags: []
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last_updated: 2025-12-30
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---
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## Definition
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Design-to-Code Workflow(设计到代码工作流)是一种递进式 AI 辅助开发方法,通过从高层次的抽象描述逐步细化为可执行代码,实现人机协作的编程实践。
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## Core Principles
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### 三阶段递进
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1. **设计文档**:详细描述需求和架构
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2. **伪代码**:Service 层具体逻辑用伪代码写明
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3. **代码**:AI 根据伪代码直接生成可执行代码
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### 工作流程
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```
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需求文档 → 伪代码(含Service层逻辑) → AI直出代码 → 另一AI review → 跑测试用例 → AI自动commit+push
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```
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## Key Benefits
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- **减少迭代次数**:详细伪代码使 AI 一次直出成为可能
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- **质量保证**:双 AI 协作(生成+review)确保代码质量
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- **可追溯**:设计文档保留了完整的决策过程
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- **降低认知负担**:开发者无需记忆所有实现细节
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## Related Concepts
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- [[Vibe Coding]]:整体方法论背景
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- [[Multi-AI Review]]:双人编程模式
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- [[Verification-First Engineering]]:验证优先原则
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## Sources
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- [[vibe-coding经验收集]]
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