Optimized AI Engineer workflow with evidence-based verification, surgical changes detection, and requirements integrity gate.
AI Engineer Workflow 是一个结构化的 AI 辅助开发工作流，专为高质量软件工程设计。核心特点：
ai-engineer-workflow/
├── ai-engineer-workflow-v4-ulw/ # UltraWork 模式 (GSD 集成版)
│ └── SKILL.md
├── ai-engineer-workflow-v4/ # 标准优化版
│ └── SKILL.md
└── README.md
| Phase | Skill | 用途 |
|---|---|---|
| ------- | ------- | ------ |
| Phase 1 | brainstorming | 需求澄清与范围确认 |
| Phase 2 | writing-plans | 计划编写与完整性检查 |
| Phase 3 | executing-plans | 计划执行 (Inline 模式) |
| Phase 3 | subagent-driven-development | 计划执行 (并行 Subagent 模式) |
| Phase 5 | finishing-a-development-branch | 完成与分支决策 |
| Skill | 用途 |
|---|---|
| ------- | ------ |
superpowers:brainstorming | 头脑风暴与需求挖掘 |
superpowers:writing-plans | 结构化计划编写 |
superpowers:executing-plans | 计划执行引擎 |
superpowers:subagent-driven-development | 多任务并行执行 |
superpowers:finishing-a-development-branch | 分支完成决策 |
superpowers:requesting-code-review | 代码审查请求 |
superpowers:receiving-code-review | 代码审查接收 |
superpowers:verification-before-completion | 完成前验证 |
gsd-* 系列 | GSD 项目管理技能 |
Claude Code 使用完整版 ai-engineer-workflow-v4 技能:
/ai-engineer-workflow-v4
Phase 流程:
Phase 1 (CLARIFY) → brainstorming skill → Requirements List → [Gate 1]
Phase 2 (PLAN) → writing-plans skill → Requirements Completeness Check → [Gate 2]
Phase 3 (EXECUTE) → executing-plans / subagent-driven-development → [Gate 3/4/5/6]
Phase 5 (COMPLETE) → finishing-a-development-branch → [Gate 5] → END
关键约束:
OpenCode 使用 ai-engineer-workflow-v4-ulw 配合 omo 插件:
/ai-engineer-workflow-v4-ulw
OpenCode 专用工作流:
1. 启动 UltraWork 模式
/ai-engineer-workflow-v4-ulw
2. 或使用 omo 命令
omo workflow --mode ultrawork
omo 模式特点:
# 启动 AI Engineer Workflow
/ai-engineer-workflow-v4
# 按提示进行 Phase 1-5
# 初始化项目
omo init
# 启动工作流
omo workflow --mode ultrawork --project ./my-project
# 或使用内置命令
/ai-engineer-workflow-v4-ulw
| Gate | 检查项 | 通过条件 |
|---|---|---|
| ------ | -------- | ---------- |
| Gate 1 | Design Approval | 用户批准 Requirements List |
| Gate 2 | Requirements Completeness | Requirements Traceability Matrix 完整，无 Missing |
| Gate 3 | Test-First | 测试存在且 FAIL (feature missing) |
| Gate 4 | Two-Stage Review | Spec compliance → Code quality 顺序执行 |
| Gate 5 | Evidence-Based | 有命令输出证据，无 "应该/大概" |
| Gate 6 | Stop-On-Blocker | 3次失败触发架构反思 |
❌ Code before design approved (Gate 1 violation)
❌ TBD/TODO in plan (Gate 2 violation)
❌ Code before test (Gate 3 violation)
❌ "Tests pass" without running (Gate 5 violation)
❌ 变更超出 PLAN 范围 (Surgical Changes violation)
❌ 3次相同修复失败未反思 (3-Failure violation)
❌ 用"实现简单"偷换"需求满足" (Requirements Integrity violation)
部署的时候请按照需求部署里面的skill，从父文件夹取出，然后删除多余部分
共 1 个版本