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AI 编程高频增强提示词仓库模板\n\nOpen-source AI coding prompt template repo with Chinese explanations, English prompts, and specialized engineering playbooks.\n\n一个面向真实工程场景的 AI 编程提示词模板仓库，适合直接开源、团队共用，或作为你自己的提示词资产库继续扩展。\n\n---\n\n## 仓库概览\n\n| 你想知道什么 | 简短答案 |\n|---|---|\n| 这是什么 | 一个面向真实工程场景的 AI 编程提示词模板仓库，采用“中文说明 + 英文提示词”结构。 |\n| 为什么存在 | 为了让提示词更贴近真实开发、交付和运维任务，而不是停留在泛化或营销化表达。 |\n| 适合谁用 | 适合个人沉淀提示词、团队建立协作基线，或继续扩展成公开的 GitHub 模板仓库。 |\n| 内容结构 | 分为通用版和专用版两层，既能覆盖大多数任务，也能按技术域快速进入。 |\n\n---\n\n## 按任务选择指南\n\n如果你不确定先看哪篇，可以按下面这个表快速进入：\n\n| 你的任务 | 推荐入口 |\n|---|---|\n| 通用开发、Bug 修复、重构、测试补全 | [通用版总览](./docs/general/core-prompt-list.md) |\n| Codex、Claude Code、OpenClaw 协作 | [OpenClaw / Codex / Claude Code 专用版](./docs/specialized/agent-coding-clients.md) |\n| Python 脚本自动化、API 批处理、定时任务 | [Python 自动化专用版](./docs/specialized/python-automation.md) |\n| Dockerfile、Compose、镜像构建、容器排障 | [Docker / Compose 专用版](./docs/specialized/docker-compose.md) |\n| Kubernetes、Helm、Ingress、Pod 排障 | [Kubernetes 专用版](./docs/specialized/kubernetes.md) |\n| GitHub Actions、发布门禁、流水线失败排障 | [CI/CD / GitHub Actions 专用版](./docs/specialized/cicd-github-actions.md) |\n| 表结构、SQL、索引、事务、慢查询 | [SQL 数据库专用版](./docs/specialized/sql-database.md) |\n| Shell 脚本、cron、批处理、命令链 | [Shell / Bash 专用版](./docs/specialized/shell-bash.md) |\n| Terraform、Ansible、IaC 变更与漂移治理 | [Terraform / Ansible 专用版](./docs/specialized/terraform-ansible.md) |\n| 反向代理、TLS、缓存、location / rewrite | [Nginx 专用版](./docs/specialized/nginx.md) |\n| Redis、MongoDB、DynamoDB、热点与容量问题 | [NoSQL 数据库专用版](./docs/specialized/nosql-database.md) |\n| Windows Server、PowerShell、IIS、任务计划 | [Windows Server 自动化专用版](./docs/specialized/windows-server-automation.md) |\n\n---\n\n## 快速开始\n\n如果你第一次使用这个仓库，最推荐走这条路径：\n\n1. 先看上面的“按任务选择指南”，找到最接近当前任务的入口\n2. 打开对应的通用版或专用版文档\n3. 复制提示词，并把你的真实上下文拼接进去\n4. 如果 AI 输出涉及生产环境，再做人工审查和实际验证\n\n---\n\n## 如何使用\n\n最常见的使用方式是：\n\n1. 从 [通用版总览](./docs/general/core-prompt-list.md) 里选一条最接近当前任务的提示词\n2. 如果任务属于明确技术域，再叠加一个对应的 [专用版](./docs/specialized/)\n3. 把真实上下文接在提示词后面交给 AI\n\n最短用法：\n\n```text\n[增强提示词]\n\nNow here is my actual task:\n[你的具体需求]\n```\n\n更完整的用法：\n\n```text\n[增强提示词]\n\nContext:\n[背景信息]\n\nTask:\n[你的具体任务]\n\nCode / Config / File:\n[你的代码、配置、日志、文档内容]\n```\n\n---\n\n## 常见使用示例\n\n### 示例 1：修一个线上 Bug\n\n```text\n[Bug 修复类增强提示词]\n\nContext:\nThis is a production issue in our payment service.\n\nTask:\nFind the root cause and propose a proper fix.\n\nCode / Config / File:\n[错误日志 + 相关代码]\n```\n\n### 示例 2：改 Kubernetes 配置\n\n```text\n[通用增强提示词]\n\n[Kubernetes 专用版提示词]\n\nTask:\nReview this Deployment and Ingress change for production safety.\n\nCode / Config / File:\n[YAML 内容]\n```\n\n### 示例 3：设计一条 GitHub Actions 流水线\n\n```text\n[通用增强提示词]\n\n[CI/CD / GitHub Actions 专用版提示词]\n\nTask:\nDesign a CI pipeline for build, test, and release.\n\nCode / Config / File:\n[仓库背景、技术栈、现有 workflow]\n```\n\n### 示例 4：分析 SQL 慢查询\n\n```text\n[SQL 数据库专用版提示词]\n\nTask:\nAnalyze this slow query and recommend practical improvements.\n\nCode / Config / File:\n[SQL 语句 + 执行计划 + 表结构]\n```\n\n---\n\n## 内容导航\n\n### 通用入口\n\n- [通用版总览](./docs/general/core-prompt-list.md)\n- [原始主清单快照](./docs/archive/2026-03-10-original-prompt-list.md)\n\n### 专题入口\n\n- [OpenClaw / Codex / Claude Code 专用版](./docs/specialized/agent-coding-clients.md)\n- [Python 自动化专用版](./docs/specialized/python-automation.md)\n- [Docker / Compose 专用版](./docs/specialized/docker-compose.md)\n- [Kubernetes 专用版](./docs/specialized/kubernetes.md)\n- [CI/CD / GitHub Actions 专用版](./docs/specialized/cicd-github-actions.md)\n- [SQL 数据库专用版](./docs/specialized/sql-database.md)\n- [Shell / Bash 专用版](./docs/specialized/shell-bash.md)\n- [Terraform / Ansible 专用版](./docs/specialized/terraform-ansible.md)\n- [Nginx 专用版](./docs/specialized/nginx.md)\n- [NoSQL 数据库专用版](./docs/specialized/nosql-database.md)\n- [Windows Server 自动化专用版](./docs/specialized/windows-server-automation.md)\n\n---\n\n## 安装与获取\n\n这个仓库是 Markdown 文档仓库，不需要编译或安装依赖。\n\n你可以直接：\n\n1. 在 GitHub 上浏览文档\n2. 克隆到本地长期维护\n3. 点击 “Use this template” 二次创建你自己的版本\n\n克隆方式：\n\n```bash\ngit clone git@github.com:seaworld008/ai-coding-prompts-template.git\ncd ai-coding-prompts-template\n```\n\n---\n\n## 前置条件\n\n使用这个仓库前，通常只需要这些前提：\n\n- 你有一个可用的 AI 工具或 coding assistant\n- 你知道自己的任务大概属于什么场景\n- 你能提供尽量真实的上下文，例如代码、日志、配置、需求或报错信息\n\n推荐但不是必须：\n\n- GitHub 账号，用于 fork、提交 issue 或 PR\n- 一个顺手的 Markdown 编辑器\n- 基本的工程判断能力，用来筛选 AI 输出是否适合你的环境\n\n---\n\n## 仓库结构\n\n```text\n.\n├─ README.md\n├─ CONTRIBUTING.md\n├─ SECURITY.md\n├─ CODE_OF_CONDUCT.md\n├─ SUPPORT.md\n├─ MAINTAINERS.md\n├─ docs/\n│  ├─ archive/\n│  ├─ general/\n│  ├─ specialized/\n│  └─ plans/\n```\n\n关键目录说明：\n\n- `README.md`：仓库首页与主要入口\n- `docs/archive/`：历史版本与归档快照\n- `docs/general/`：通用版总览\n- `docs/specialized/`：按技术域划分的专用版文档\n- `docs/plans/`：仓库演进设计与实施记录\n- `SUPPORT.md` / `MAINTAINERS.md`：支持与维护说明\n\n---\n\n## 维护约定\n\n如果你准备继续维护或二次改造这个仓库，建议保持这些约定：\n\n- 提示词写英文，说明写中文\n- 一个文件尽量只覆盖一个明确主题\n- 优先写可直接复制使用的内容，而不是概念性空话\n- 新增专题时，记得同步更新 README 和总览导航\n\n相关文档：\n\n- [CONTRIBUTING.md](./CONTRIBUTING.md)\n- [SECURITY.md](./SECURITY.md)\n- [CODE_OF_CONDUCT.md](./CODE_OF_CONDUCT.md)\n- [SUPPORT.md](./SUPPORT.md)\n- [MAINTAINERS.md](./MAINTAINERS.md)\n\n---\n\n## 限制与注意事项\n\n- 这个仓库提供的是提示词模板，不保证 AI 输出天然正确\n- 不同模型、不同上下文质量，输出差异会很大\n- 专用版能提升命中率，但不能替代真实环境验证\n- 涉及生产配置、数据库迁移、权限安全、发布流程时，仍然需要人工审查\n- 这个仓库不是 SaaS 产品，也不提供运行时服务\n\n换句话说，它更像一个工程化提示词工具箱，而不是自动保证正确结果的系统。\n\n---\n\n## 贡献与协作\n\n欢迎补充新的高频场景、专用版清单和更稳的模板写法。\n\n比较推荐的贡献方向：\n\n- 补新的高价值专题\n- 修正文档中的风险点或失效链接\n- 优化 README 导航和内容结构\n- 提交更贴近真实工程场景的提示词条目\n\n你可以通过这些入口参与：\n\n- [CONTRIBUTING.md](./CONTRIBUTING.md)\n- [SUPPORT.md](./SUPPORT.md)\n- [SECURITY.md](./SECURITY.md)\n\n---\n\n## 开源说明\n\n当前仓库默认使用 [MIT License](./LICENSE)。\n\n如果你更希望它偏向文档内容分发，也可以在后续切换为更适合文档仓库的许可证。\n\n---\n\n## 设计记录\n\n如果你关心这个仓库是如何一步步搭出来的，可以看这些设计与计划文档：\n\n- [仓库设计文档](./docs/plans/2026-03-12-ai-prompt-repo-design.md)\n- [README 与元信息设计](./docs/plans/2026-03-12-readme-metadata-design.md)\n- [开源增强设计](./docs/plans/2026-03-12-open-source-polish-design.md)\n- 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