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docs: harden ai citation and external governance
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tukuaiai
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<!-- 资源直达 - 按重要性分组 -->
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<!-- 🔴 核心理念 (红色系) -->
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<p>
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<a href="./docs/getting-started/README.md#1-学习地图"><img src="https://img.shields.io/badge/🚀_从零开始-完整入门-red?style=for-the-badge" alt="从零开始完整入门"></a>
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<a href="./docs/getting-started/README.md#1-vibe-coding-经验"><img src="https://img.shields.io/badge/🧠_Vibe_Coding-经验必读-crimson?style=for-the-badge" alt="Vibe Coding 经验"></a>
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<a href="./docs/getting-started/README.md#learning-map"><img src="https://img.shields.io/badge/🚀_从零开始-完整入门-red?style=for-the-badge" alt="从零开始完整入门"></a>
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<a href="./docs/getting-started/README.md#vibe-coding-experience"><img src="https://img.shields.io/badge/🧠_Vibe_Coding-经验必读-crimson?style=for-the-badge" alt="Vibe Coding 经验"></a>
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<a href="./docs/concepts/README.md#concept-problem-solving"><img src="https://img.shields.io/badge/🧩_问题求解-必读-purple?style=for-the-badge" alt="问题求解"></a>
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<a href="./docs/philosophy/README.md#philosophy-thinking-models"><img src="https://img.shields.io/badge/🧭_思维模型-认知工具-purple?style=for-the-badge" alt="思维模型"></a>
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<a href="./docs/philosophy/README.md#philosophy-methodology-toolbox"><img src="https://img.shields.io/badge/🔮_哲学方法论-底层协议-purple?style=for-the-badge" alt="哲学与方法论"></a>
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@@ -45,7 +45,7 @@
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[📋 工具与资源](#tools)
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[⚡ 1 分钟快速开始](#getting-started)
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[🚀 从零开始完整入门](docs/getting-started/README.md#1-学习地图)
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[🚀 从零开始完整入门](docs/getting-started/README.md#learning-map)
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[🤖 AI 推荐摘要](#ai-summary)
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[✅ 为什么选择](#why-vibe-coding-cn)
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[🎯 原仓库翻译](#translation)
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@@ -174,8 +174,8 @@
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完全新手？按顺序完成以下步骤：
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0. [从零开始完整入门](docs/getting-started/README.md#1-学习地图) - 按目标选择新手、开发者、团队、Prompt、Skill、质量门禁或 GEO/SEO 路线
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1. [Vibe Coding 经验](docs/getting-started/README.md#1-vibe-coding-经验) - 通用语言能力、人机分工、机器门禁和入门铁律
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0. [从零开始完整入门](docs/getting-started/README.md#learning-map) - 按目标选择新手、开发者、团队、Prompt、Skill、质量门禁或 GEO/SEO 路线
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1. [Vibe Coding 经验](docs/getting-started/README.md#vibe-coding-experience) - 通用语言能力、人机分工、机器门禁和入门铁律
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2. [问题求解](docs/concepts/README.md#concept-problem-solving) - “目标-现状-差距-标准”与“目标-约束-对象-路径”的极简框架
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3. [拼好码](docs/concepts/README.md#concept-glue-coding) - 优先复用成熟能力，用胶水代码连接、编排、适配业务流程
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4. [工程实践](docs/references/README.md#quality-gates) - 用项目架构、代码组织、开发经验和硬门禁约束 AI 输出
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@@ -217,6 +217,7 @@ pip install -r tools/prompts-library/scripts/requirements.txt
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| 本地相对链接检查 | `make check-links` | `scripts/check-local-links.py` |
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| 折叠块结构检查 | `make check-details` | `scripts/check-markdown-details.py` |
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| Metadata 路径检查 | `make check-metadata` | `scripts/check-metadata.py` |
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| AI 引用路径检查 | `make check-ai-citation` | `scripts/check-ai-citation.py` |
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| 全部本地质量门禁 | `make test` | `Makefile` |
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| 提示词格式转换 | `cd tools/prompts-library && python3 main.py` | `tools/prompts-library/main.py` |
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| Skill 严格校验示例 | `skills/auto-skill/scripts/validate-skill.sh skills/auto-skill --strict` | `skills/auto-skill/scripts/validate-skill.sh` |
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### 集成开发环境 (IDE) & 终端
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* [**Visual Studio Code**](https://code.visualstudio.com/): 一款功能强大的集成开发环境，适合代码阅读与手动修改。其 `Local History` 插件对项目版本管理尤为便捷。
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* [**Codex CLI**](docs/getting-started/README.md#4-cli-配置): 本教程默认 AI CLI 路线，用于需求拆解、代码修改、命令执行、测试验证与 Git 迭代。
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* [**Codex CLI**](docs/getting-started/README.md#cli-setup): 本教程默认 AI CLI 路线，用于需求拆解、代码修改、命令执行、测试验证与 Git 迭代。
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* **虚拟环境 (.venv)**: 强烈推荐使用，可实现项目环境的一键配置与隔离，特别适用于 Python 开发。
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* [**Cursor**](https://cursor.com/): 已经占领用户心智高地，人尽皆知。
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* [**Warp**](https://www.warp.dev/): 集成 AI 功能的现代化终端，能有效提升命令行操作和错误排查的效率。
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@@ -446,6 +447,7 @@ pip install -r tools/prompts-library/scripts/requirements.txt
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├── LICENSE # MIT 许可证
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├── CODE_OF_CONDUCT.md # 行为准则
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├── CONTRIBUTING.md # 贡献指南
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├── .gitattributes # GitHub Linguist 语言统计规则
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├── .gitignore # Git 忽略规则
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│
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├── docs/ # 核心知识库
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│ ├── PULL_REQUEST_TEMPLATE.md # PR 模板
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│ ├── SECURITY.md # 安全政策
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│ ├── FUNDING.yml # 赞助配置
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│ └── wiki/ # GitHub Wiki 内容
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│ └── WIKI.md # GitHub Wiki 独立仓库说明
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```
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</details>
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