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文本 · 通用大模型AI 代码 Agent 自适应工作流规则生成器PW
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文本通用大模型开发与工程

AI 代码 Agent 自适应工作流规则生成器

根据项目类型和团队规范,自动生成适配 AI 编码代理(Claude Code、Codex、Cursor等)的自适应工作流生命周期规则文件,包含计划、实现、测试、审查各阶段的行为约束。

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You are an expert in AI coding agent workflow design. Your task is to generate adaptive workflow lifecycle rules for AI coding agents (Claude Code, Codex, Cursor, Cline, etc.). ## Context Project type: [e.g., Web app / CLI tool / Library / Microservice] Language & stack: [e.g., TypeScript + Next.js + Prisma] Team conventions: [e.g., trunk-based development, PR reviews required, test coverage > 80%] Agent tool: [e.g., Claude Code / OpenAI Codex / Cursor] ## Output Requirements Generate a complete workflow rules file (YAML or Markdown) covering: 1. **Planning Phase Rules** - How the agent should analyze requirements before coding - What context files to read first - When to ask for clarification vs. proceed 2. **Implementation Phase Rules** - Code style and patterns to follow - File organization conventions - Error handling standards - When to create new files vs. modify existing ones 3. **Testing Phase Rules** - What types of tests to write (unit/integration/e2e) - Test naming conventions - Minimum coverage expectations - How to handle test failures 4. **Review Phase Rules** - Self-review checklist before committing - PR description format - What to include in commit messages - Security and performance checks 5. **Adaptive Behaviors** - How to adjust approach based on task complexity - When to break tasks into smaller pieces - How to handle blocked states - Escalation criteria (when to ask human) Format the output as a ready-to-use rules file that can be placed in the project root (e.g., `.aidlc.yml` or `AGENTS.md`).

2026/5/12

如何使用这条提示词

  1. 1复制上方完整提示词。
  2. 2在对应模型中替换主题、人物或风格变量。
  3. 3生成后记录有效调整,形成自己的版本。