# claude-code-everything-you-need-to-know - Doramagic AI Context Pack

> 定位：安装前体验与判断资产。它帮助宿主 AI 有一个好的开始，但不代表已经安装、执行或验证目标项目。

## 充分原则

- **充分原则，不是压缩原则**：AI Context Pack 应该充分到让宿主 AI 在开工前理解项目价值、能力边界、使用入口、风险和证据来源；它可以分层组织，但不以最短摘要为目标。
- **压缩策略**：只压缩噪声和重复内容，不压缩会影响判断和开工质量的上下文。

## 给宿主 AI 的使用方式

你正在读取 Doramagic 为 claude-code-everything-you-need-to-know 编译的 AI Context Pack。请把它当作开工前上下文：帮助用户理解适合谁、能做什么、如何开始、哪些必须安装后验证、风险在哪里。不要声称你已经安装、运行或执行了目标项目。

## Claim 消费规则

- **事实来源**：Repo Evidence + Claim/Evidence Graph；Human Wiki 只提供显著性、术语和叙事结构。
- **事实最低状态**：`supported`
- `supported`：可以作为项目事实使用，但回答中必须引用 claim_id 和证据路径。
- `weak`：只能作为低置信度线索，必须要求用户继续核实。
- `inferred`：只能用于风险提示或待确认问题，不能包装成项目事实。
- `unverified`：不得作为事实使用，应明确说证据不足。
- `contradicted`：必须展示冲突来源，不得替用户强行选择一个版本。

## 它最适合谁

- **AI 研究者或研究型 Agent 构建者**：README 明确围绕研究、实验或论文工作流展开。 证据：`README.md` Claim：`clm_0002` supported 0.86
- **正在使用 Claude/Codex/Cursor/Gemini 等宿主 AI 的开发者**：README 或插件配置提到多个宿主 AI。 证据：`README.md` Claim：`clm_0003` supported 0.86

## 它能做什么

- **命令行启动或安装流程**（需要安装后验证）：项目文档中存在可执行命令，真实使用需要在本地或宿主环境中运行这些命令。 证据：`README.md` Claim：`clm_0001` supported 0.86

## 怎么开始

- `npm install -g @anthropic-ai/claude-code` 证据：`README.md` Claim：`clm_0004` supported 0.86
- `claude mcp add <server> npx '@<package>@latest'                    # install from registry` 证据：`README.md` Claim：`clm_0005` supported 0.86
- `claude mcp add my-api --client-id ID --client-secret S npx '...'   # with OAuth` 证据：`README.md` Claim：`clm_0006` supported 0.86

## 继续前判断卡

- **当前建议**：先做角色匹配试用
- **为什么**：这个项目更像角色库，核心风险是选错角色或把角色文案当执行能力；先用 Prompt Preview 试角色匹配，再决定是否沙盒导入。

### 30 秒判断

- **现在怎么做**：先做角色匹配试用
- **最小安全下一步**：先用 Prompt Preview 试角色匹配；满意后再隔离导入
- **先别相信**：角色质量和任务匹配不能直接相信。
- **继续会触碰**：角色选择偏差、命令执行、本地环境或项目文件

### 现在可以相信

- **适合人群线索：AI 研究者或研究型 Agent 构建者**（supported）：有 supported claim 或项目证据支撑，但仍不等于真实安装效果。 证据：`README.md` Claim：`clm_0002` supported 0.86
- **适合人群线索：正在使用 Claude/Codex/Cursor/Gemini 等宿主 AI 的开发者**（supported）：有 supported claim 或项目证据支撑，但仍不等于真实安装效果。 证据：`README.md` Claim：`clm_0003` supported 0.86
- **能力存在：命令行启动或安装流程**（supported）：可以相信项目包含这类能力线索；是否适合你的具体任务仍要试用或安装后验证。 证据：`README.md` Claim：`clm_0001` supported 0.86
- **存在 Quick Start / 安装命令线索**（supported）：可以相信项目文档出现过启动或安装入口；不要因此直接在主力环境运行。 证据：`README.md` Claim：`clm_0004` supported 0.86

### 现在还不能相信

- **角色质量和任务匹配不能直接相信。**（unverified）：角色库证明有很多角色，不证明每个角色都适合你的具体任务，也不证明角色能产生高质量结果。
- **不能把角色文案当成真实执行能力。**（unverified）：安装前只能判断角色描述和任务画像是否匹配，不能证明它能在宿主 AI 里完成任务。
- **真实输出质量不能在安装前相信。**（unverified）：Prompt Preview 只能展示引导方式，不能证明真实项目中的结果质量。
- **宿主 AI 版本兼容性不能在安装前相信。**（unverified）：Claude、Cursor、Codex、Gemini 等宿主加载规则和版本差异必须在真实环境验证。
- **不会污染现有宿主 AI 行为，不能直接相信。**（inferred）：Skill、plugin、AGENTS/CLAUDE/GEMINI 指令可能改变宿主 AI 的默认行为。
- **可安全回滚不能默认相信。**（unverified）：除非项目明确提供卸载和恢复说明，否则必须先在隔离环境验证。
- **真实安装后是否与用户当前宿主 AI 版本兼容？**（unverified）：兼容性只能通过实际宿主环境验证。
- **项目输出质量是否满足用户具体任务？**（unverified）：安装前预览只能展示流程和边界，不能替代真实评测。

### 继续会触碰什么

- **角色选择偏差**：用户对任务应该由哪个专家角色处理的判断。 原因：选错角色会让 AI 从错误专业视角回答，浪费时间或误导决策。
- **命令执行**：包管理器、网络下载、本地插件目录、项目配置或用户主目录。 原因：运行第一条命令就可能产生环境改动；必须先判断是否值得跑。 证据：`README.md`
- **本地环境或项目文件**：安装结果、插件缓存、项目配置或本地依赖目录。 原因：安装前无法证明写入范围和回滚方式，需要隔离验证。 证据：`README.md`
- **宿主 AI 上下文**：AI Context Pack、Prompt Preview、Skill 路由、风险规则和项目事实。 原因：导入上下文会影响宿主 AI 后续判断，必须避免把未验证项包装成事实。

### 最小安全下一步

- **先跑 Prompt Preview**：先用交互式试用验证任务画像和角色匹配，不要先导入整套角色库。（适用：任何项目都适用，尤其是输出质量未知时。）
- **只在隔离目录或测试账号试装**：避免安装命令污染主力宿主 AI、真实项目或用户主目录。（适用：存在命令执行、插件配置或本地写入线索时。）
- **安装后只验证一个最小任务**：先验证加载、兼容、输出质量和回滚，再决定是否深用。（适用：准备从试用进入真实工作流时。）

### 退出方式

- **保留安装前状态**：记录原始宿主配置和项目状态，后续才能判断是否可恢复。
- **保留原始角色选择记录**：如果输出偏题，可以回到任务画像阶段重新选择角色，而不是继续沿着错误角色推进。
- **记录安装命令和写入路径**：没有明确卸载说明时，至少要知道哪些目录或配置需要手动清理。
- **如果没有回滚路径，不进入主力环境**：不可回滚是继续前阻断项，不应靠信任或运气继续。

## 哪些只能预览

- 解释项目适合谁和能做什么
- 基于项目文档演示典型对话流程
- 帮助用户判断是否值得安装或继续研究

## 哪些必须安装后验证

- 真实安装 Skill、插件或 CLI
- 执行脚本、修改本地文件或访问外部服务
- 验证真实输出质量、性能和兼容性

## 边界与风险判断卡

- **把安装前预览误认为真实运行**：用户可能高估项目已经完成的配置、权限和兼容性验证。 处理方式：明确区分 prompt_preview_can_do 与 runtime_required。 Claim：`clm_0007` inferred 0.45
- **命令执行会修改本地环境**：安装命令可能写入用户主目录、宿主插件目录或项目配置。 处理方式：先在隔离环境或测试账号中运行。 证据：`README.md` Claim：`clm_0008` supported 0.86
- **待确认**：真实安装后是否与用户当前宿主 AI 版本兼容？。原因：兼容性只能通过实际宿主环境验证。
- **待确认**：项目输出质量是否满足用户具体任务？。原因：安装前预览只能展示流程和边界，不能替代真实评测。
- **待确认**：安装命令是否需要网络、权限或全局写入？。原因：这影响企业环境和个人环境的安装风险。

## 开工前工作上下文

### 加载顺序

- 先读取 how_to_use.host_ai_instruction，建立安装前判断资产的边界。
- 读取 claim_graph_summary，确认事实来自 Claim/Evidence Graph，而不是 Human Wiki 叙事。
- 再读取 intended_users、capabilities 和 quick_start_candidates，判断用户是否匹配。
- 需要执行具体任务时，优先查 role_skill_index，再查 evidence_index。
- 遇到真实安装、文件修改、网络访问、性能或兼容性问题时，转入 risk_card 和 boundaries.runtime_required。

### 任务路由

- **命令行启动或安装流程**：先说明这是安装后验证能力，再给出安装前检查清单。 边界：必须真实安装或运行后验证。 证据：`README.md` Claim：`clm_0001` supported 0.86

### 上下文规模

- 文件总数：62
- 重要文件覆盖：40/62
- 证据索引条目：58
- 角色 / Skill 条目：46

### 证据不足时的处理

- **missing_evidence**：说明证据不足，要求用户提供目标文件、README 段落或安装后验证记录；不要补全事实。
- **out_of_scope_request**：说明该任务超出当前 AI Context Pack 证据范围，并建议用户先查看 Human Manual 或真实安装后验证。
- **runtime_request**：给出安装前检查清单和命令来源，但不要替用户执行命令或声称已执行。
- **source_conflict**：同时展示冲突来源，标记为待核实，不要强行选择一个版本。

## Prompt Recipes

### 适配判断

- 目标：判断这个项目是否适合用户当前任务。
- 预期输出：适配结论、关键理由、证据引用、安装前可预览内容、必须安装后验证内容、下一步建议。

```text
请基于 claude-code-everything-you-need-to-know 的 AI Context Pack，先问我 3 个必要问题，然后判断它是否适合我的任务。回答必须包含：适合谁、能做什么、不能做什么、是否值得安装、证据来自哪里。所有项目事实必须引用 evidence_refs、source_paths 或 claim_id。
```

### 安装前体验

- 目标：让用户在安装前感受核心工作流，同时避免把预览包装成真实能力或营销承诺。
- 预期输出：一段带边界标签的体验剧本、安装后验证清单和谨慎建议；不含真实运行承诺或强营销表述。

```text
请把 claude-code-everything-you-need-to-know 当作安装前体验资产，而不是已安装工具或真实运行环境。

请严格输出四段：
1. 先问我 3 个必要问题。
2. 给出一段“体验剧本”：用 [安装前可预览]、[必须安装后验证]、[证据不足] 三种标签展示它可能如何引导工作流。
3. 给出安装后验证清单：列出哪些能力只有真实安装、真实宿主加载、真实项目运行后才能确认。
4. 给出谨慎建议：只能说“值得继续研究/试装”“先补充信息后再判断”或“不建议继续”，不得替项目背书。

硬性边界：
- 不要声称已经安装、运行、执行测试、修改文件或产生真实结果。
- 不要写“自动适配”“确保通过”“完美适配”“强烈建议安装”等承诺性表达。
- 如果描述安装后的工作方式，必须使用“如果安装成功且宿主正确加载 Skill，它可能会……”这种条件句。
- 体验剧本只能写成“示例台词/假设流程”：使用“可能会询问/可能会建议/可能会展示”，不要写“已写入、已生成、已通过、正在运行、正在生成”。
- Prompt Preview 不负责给安装命令；如用户准备试装，只能提示先阅读 Quick Start 和 Risk Card，并在隔离环境验证。
- 所有项目事实必须来自 supported claim、evidence_refs 或 source_paths；inferred/unverified 只能作风险或待确认项。

```

### 角色 / Skill 选择

- 目标：从项目里的角色或 Skill 中挑选最匹配的资产。
- 预期输出：候选角色或 Skill 列表，每项包含适用场景、证据路径、风险边界和是否需要安装后验证。

```text
请读取 role_skill_index，根据我的目标任务推荐 3-5 个最相关的角色或 Skill。每个推荐都要说明适用场景、可能输出、风险边界和 evidence_refs。
```

### 风险预检

- 目标：安装或引入前识别环境、权限、规则冲突和质量风险。
- 预期输出：环境、权限、依赖、许可、宿主冲突、质量风险和未知项的检查清单。

```text
请基于 risk_card、boundaries 和 quick_start_candidates，给我一份安装前风险预检清单。不要替我执行命令，只说明我应该检查什么、为什么检查、失败会有什么影响。
```

### 宿主 AI 开工指令

- 目标：把项目上下文转成一次对话开始前的宿主 AI 指令。
- 预期输出：一段边界明确、证据引用明确、适合复制给宿主 AI 的开工前指令。

```text
请基于 claude-code-everything-you-need-to-know 的 AI Context Pack，生成一段我可以粘贴给宿主 AI 的开工前指令。这段指令必须遵守 not_runtime=true，不能声称项目已经安装、运行或产生真实结果。
```

## 角色 / Skill 索引

- 共索引 46 个角色 / Skill / 项目文档条目。

- **Claude Code: Everything You Need to Know**（project_doc）：Claude Code: Everything You Need to Know 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`README.md`
- **MCP Servers Documentation**（project_doc）：This directory contains comprehensive documentation for the four core Model Context Protocol MCP servers that enhance Claude Code's capabilities. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`mcp-servers/README.md`
- **Contributing**（project_doc）：Thanks for your interest in improving this guide. This is a learning resource — clear, practical, and beginner-friendly explanations beat thorough-but-overwhelming ones. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`CONTRIBUTING.md`
- **Claude Skills — The Complete Guide**（project_doc）：~30 min read · ← Back to README ../README.md claude-skills 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`docs/skills.md`
- **Changelog — Claude Code & Ecosystem Updates**（project_doc）：Changelog — Claude Code & Ecosystem Updates 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`docs/reference/changelog.md`
- **Slash Commands — Complete Reference**（project_doc）：Slash Commands — Complete Reference 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`docs/reference/commands.md`
- **Reasoning Effort Levels**（project_doc）：~10 min read · ← Back to README ../../README.md prompt-engineering-deep-dive 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`docs/reference/effort-levels.md`
- **FAQ — Claude Code & Claude Plans**（project_doc）：← Back to README ../../README.md faq 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`docs/reference/faq.md`
- **Further reading**（project_doc）：← Back to README ../../README.md references 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`docs/reference/further-reading.md`
- **Models — Specifications & Pricing**（project_doc）：← Back to README ../../README.md claude-opus-47-the-latest-flagship 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`docs/reference/models.md`
- **Memory MCP Server**（project_doc）：The Memory server allows Claude Code to store and retrieve information across sessions , providing persistent context, remembering project details, and maintaining user preferences. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`mcp-servers/memory.md`
- **Playwright MCP Server**（project_doc）：The Playwright server provides browser automation capabilities for Claude Code, enabling web interaction, scraping, testing, and structured accessibility-based navigation. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`mcp-servers/playwright.md`
- **Sequential Thinking MCP Server**（project_doc）：The Sequential Thinking server helps Claude Code break down complex problems into manageable steps , improving reasoning and multi-step task execution. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`mcp-servers/sequential-thinking.md`
- **Serena MCP Server**（project_doc）：Serena provides semantic code intelligence for Claude Code, enabling project understanding, symbol-level navigation, and intelligent editing across multiple programming languages. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`mcp-servers/serena.md`
- **coder-reviewer**（project_doc）：Role Overview\n\nThe Code Reviewer serves as the quality gatekeeper in the development pipeline, ensuring that all code implementations meet established standards for maintainability, performance, security, and best practices. They provide the final technical validation before code progresses to security review and production deployment.\n\n Core Responsibilities\n\n Code Quality Assessment\n\n- Review code for adhe… 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`.claude/agents/coder-reviewer.md`
- **frontend-engineer**（project_doc）：The Frontend Engineer serves as the user-facing implementation specialist in the development pipeline, transforming UX designs and technical specifications into responsive, accessible, and performant user interfaces. They bridge the gap between design vision and interactive user experiences.\n\n Core Responsibilities\n\n UI Component Development\n\n- Implement responsive user interface components based on UX design… 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`.claude/agents/frontend-engineer.md`
- **project-manager**（project_doc）：Use this agent when you need comprehensive project planning, team coordination, and delivery management for development initiatives. This includes creating project plans, managing cross-functional teams, tracking progress, and ensuring timely delivery within scope and budget. Examples: Context: User needs to plan a new feature development project with multiple team members. user: 'I need to plan the development of a… 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`.claude/agents/project-manager.md`
- **tech-lead-architect**（project_doc）：Use this agent when you need comprehensive technical architecture design, technology stack decisions, system design specifications, or technical leadership guidance for development projects. This agent should be engaged after UX/design requirements are established but before detailed implementation begins.\n\nExamples:\n- \n Context: User has completed UX design and needs technical architecture for a new feature.\n… 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`.claude/agents/tech-lead-architect.md`
- **ux-designer**（project_doc）：Role Overview\n\nThe UX Engineer serves as the user advocate in the development pipeline, transforming business requirements and project plans into intuitive, accessible, and engaging user experiences. They bridge the gap between user needs and technical implementation through research-driven design.\n\n Core Responsibilities\n\n User Research & Analysis\n\n- Conduct user interviews, surveys, and usability testing s… 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`.claude/agents/ux-designer.md`
- **Five Whys Analysis**（project_doc）：Apply the Five Whys root cause analysis technique to investigate issues. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`.claude/commands/five.md`
- **Create Pull Request Command**（project_doc）：Create a new branch, commit changes, and submit a pull request. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`.claude/commands/pr.md`
- **PR Review**（project_doc）：Instructions : Execute each task in the order given to conduct a thorough code review. Update GitHub with this review. Important : The future is now—any improvements or “future” recommendations must be addressed immediately . 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`.claude/commands/review.md`
- **High-level flow**（project_doc）：This outlines the development practices and principles we require you to follow. Don't start working on features until asked, this document is intended to get you into the right state of mind. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`.claude/commands/tdd.md`
- **Your Role in the Development Pipeline**（project_doc）：You are a senior Backend Engineer with 8+ years of experience in server-side development, API design, and distributed systems. You specialize in building robust, scalable, and secure backend applications that power modern web and mobile applications. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/system-prompts/backend-engineer-prompt.md`
- **✅ LLM Unit Testing Best Practices Checklist**（project_doc）：✅ LLM Unit Testing Best Practices Checklist Focused on testing internal logic, not API endpoints 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`.claude/commands/test.md`
- **Mermaid**（project_doc）：create a mermaid diagrams that represent all the sql together with their entity relationship. ie an entity relationship diagrams. include the properties of each table in the diagram. 2 sql files are located in lana/app/migrations/ create a mermaid diagram for each sql files. one lana.md in docs/lana.md, and the other docs/cala.md make sure the mermaid compile by running npx -p @mermaid-js/mermaid-cli mmdc -i docs/{l… 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`.claude/commands/mermaid.md`
- **todo**（project_doc）：Manage project todos in todos.md file 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`.claude/commands/todo.md`
- **User Experience Designer & UI Specialist Persona**（project_doc）：User Experience Designer & UI Specialist Persona 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`.claude/commands/ux.md`
- **Role Overview**（project_doc）：The Backend Engineer serves as the server-side implementation specialist in the development pipeline, transforming technical specifications and database designs into robust, scalable, and secure server-side applications. They create the business logic layer that connects frontend user interfaces with database operations. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/Descriptions/backend-engineer-description.md`
- **Role Overview**（project_doc）：The Business Analyst serves as the first point of contact in the development pipeline, responsible for transforming raw ideas and business needs into structured, actionable requirements. They bridge the gap between stakeholders and the technical team. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/Descriptions/business-analyst-description.md`
- **Role Overview**（project_doc）：The Code Reviewer serves as the quality gatekeeper in the development pipeline, ensuring that all code implementations meet established standards for maintainability, performance, security, and best practices. They provide the final technical validation before code progresses to security review and production deployment. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/Descriptions/code-reviewer-description.md`
- **Role Overview**（project_doc）：The Database Engineer serves as the data foundation specialist in the development pipeline, transforming technical architecture specifications into optimized, secure, and scalable database solutions. They ensure data integrity, performance, and accessibility for both Frontend and Backend Engineers. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/Descriptions/database-engineer-description.md`
- **Core Responsibilities**（project_doc）：The Frontend Engineer serves as the user-facing implementation specialist in the development pipeline, transforming UX designs and technical specifications into responsive, accessible, and performant user interfaces. They bridge the gap between design vision and interactive user experiences. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/Descriptions/frontend-engineer-description.md`
- **Role Overview**（project_doc）：The Project Manager serves as the central orchestrator in the development pipeline, taking validated business requirements and transforming them into executable project plans. They coordinate between all specialists to ensure timely, quality delivery within scope and budget. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/Descriptions/project-manager-description.md`
- **Core Responsibilities**（project_doc）：The Security Reviewer serves as the final security gatekeeper in the development pipeline, conducting comprehensive security assessments of the complete application to identify vulnerabilities, ensure compliance with security standards, and validate that security best practices are properly implemented throughout the system. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/Descriptions/security-reviewer-description.md`
- **Role Overview**（project_doc）：The Tech Lead serves as the technical decision-maker and architecture authority in the development pipeline, transforming user experience designs into robust, scalable technical solutions. They bridge the gap between design vision and implementation reality while ensuring technical excellence and maintainability. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/Descriptions/tech-lead-description.md`
- **Role Overview**（project_doc）：The UX Engineer serves as the user advocate in the development pipeline, transforming business requirements and project plans into intuitive, accessible, and engaging user experiences. They bridge the gap between user needs and technical implementation through research-driven design. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/Descriptions/ux-engineer-description.md`
- **Your Role in the Development Pipeline**（project_doc）：You are an expert Business Analyst with 10+ years of experience in requirements gathering, process analysis, and stakeholder management. You specialize in transforming business ideas into structured, actionable requirements that drive successful project outcomes. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/system-prompts/business-analyst-prompt.md`
- **Your Role in the Development Pipeline**（project_doc）：You are a senior Code Reviewer with 12+ years of experience in software development and code quality assurance. You specialize in identifying code quality issues, performance optimization opportunities, and ensuring adherence to best practices across multiple programming languages and frameworks. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/system-prompts/code-reviewer-prompt.md`
- **Your Role in the Development Pipeline**（project_doc）：You are a senior Database Engineer with 8+ years of experience in database design, performance optimization, and data architecture. You specialize in creating robust, scalable, and secure database solutions that serve as the foundation for high-performance applications. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/system-prompts/database-engineer-prompt.md`
- **Phase 0: Preparation**（project_doc）：You are an elite design review specialist with deep expertise in user experience, visual design, accessibility, and front-end implementation. You conduct world-class design reviews following the rigorous standards of top Silicon Valley companies like Stripe, Airbnb, and Linear. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/system-prompts/design-reviewer.md`
- **Your Role in the Development Pipeline**（project_doc）：You are a senior Frontend Engineer with 7+ years of experience in modern web development, specializing in creating responsive, accessible, and high-performance user interfaces. You excel at transforming design specifications into production-ready applications with excellent user experiences. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/system-prompts/frontend-engineer-prompt.md`
- **Your Role in the Development Pipeline**（project_doc）：You are a senior Project Manager with 12+ years of experience leading complex software development projects across various industries. You excel at turning business requirements into executable plans and orchestrating cross-functional teams to deliver high-quality solutions on time and within budget. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/system-prompts/project-manager-prompt.md`
- **Your Role in the Development Pipeline**（project_doc）：You are a senior Security Reviewer with 10+ years of experience in cybersecurity, application security testing, and compliance validation. You specialize in identifying security vulnerabilities, conducting threat assessments, and ensuring applications meet security standards before production deployment. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/system-prompts/security-reviewer-prompt.md`
- **Your Role in the Development Pipeline**（project_doc）：You are a senior Tech Lead with 10+ years of experience in software architecture, system design, and technical leadership. You excel at transforming user experience requirements into robust, scalable technical solutions while mentoring development teams and ensuring architectural excellence. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/system-prompts/tech-lead-prompt.md`
- **Your Role in the Development Pipeline**（project_doc）：You are a senior UX Engineer with 8+ years of experience in user-centered design, specializing in creating intuitive, accessible, and engaging digital experiences. You have deep expertise in user research, interaction design, and design systems, with a strong understanding of technical implementation constraints. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`specialized-agents/system-prompts/ux-engineer-prompt.md`

## 证据索引

- 共索引 58 条证据。

- **Claude Code: Everything You Need to Know**（documentation）：Claude Code: Everything You Need to Know 证据：`README.md`
- **MCP Servers Documentation**（documentation）：This directory contains comprehensive documentation for the four core Model Context Protocol MCP servers that enhance Claude Code's capabilities. 证据：`mcp-servers/README.md`
- **Contributing**（documentation）：Thanks for your interest in improving this guide. This is a learning resource — clear, practical, and beginner-friendly explanations beat thorough-but-overwhelming ones. 证据：`CONTRIBUTING.md`
- **Claude Skills — The Complete Guide**（documentation）：~30 min read · ← Back to README ../README.md claude-skills 证据：`docs/skills.md`
- **Changelog — Claude Code & Ecosystem Updates**（documentation）：Changelog — Claude Code & Ecosystem Updates 证据：`docs/reference/changelog.md`
- **Slash Commands — Complete Reference**（documentation）：Slash Commands — Complete Reference 证据：`docs/reference/commands.md`
- **Reasoning Effort Levels**（documentation）：~10 min read · ← Back to README ../../README.md prompt-engineering-deep-dive 证据：`docs/reference/effort-levels.md`
- **FAQ — Claude Code & Claude Plans**（documentation）：← Back to README ../../README.md faq 证据：`docs/reference/faq.md`
- **Further reading**（documentation）：← Back to README ../../README.md references 证据：`docs/reference/further-reading.md`
- **Models — Specifications & Pricing**（documentation）：← Back to README ../../README.md claude-opus-47-the-latest-flagship 证据：`docs/reference/models.md`
- **License**（source_file）：Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files the "Software" , to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: 证据：`LICENSE`
- **Memory MCP Server**（documentation）：The Memory server allows Claude Code to store and retrieve information across sessions , providing persistent context, remembering project details, and maintaining user preferences. 证据：`mcp-servers/memory.md`
- **Playwright MCP Server**（documentation）：The Playwright server provides browser automation capabilities for Claude Code, enabling web interaction, scraping, testing, and structured accessibility-based navigation. 证据：`mcp-servers/playwright.md`
- **Sequential Thinking MCP Server**（documentation）：The Sequential Thinking server helps Claude Code break down complex problems into manageable steps , improving reasoning and multi-step task execution. 证据：`mcp-servers/sequential-thinking.md`
- **Serena MCP Server**（documentation）：Serena provides semantic code intelligence for Claude Code, enabling project understanding, symbol-level navigation, and intelligent editing across multiple programming languages. 证据：`mcp-servers/serena.md`
- **Your Role in the Development Pipeline**（documentation）：You are a senior Code Reviewer with 12+ years of experience in software development and code quality assurance. You specialize in identifying code quality issues, performance optimization opportunities, and ensuring adherence to best practices across multiple programming languages and frameworks. 证据：`.claude/agents/coder-reviewer.md`
- **Your Role in the Development Pipeline**（documentation）：You are a senior Frontend Engineer with 7+ years of experience in modern web development, specializing in creating responsive, accessible, and high-performance user interfaces. You excel at transforming design specifications into production-ready applications with excellent user experiences. 证据：`.claude/agents/frontend-engineer.md`
- **Your Core Expertise**（documentation）：You are an expert Project Manager with extensive experience orchestrating complex development projects across diverse teams and methodologies. You excel at transforming business requirements into executable plans while maintaining quality, timeline, and budget constraints. 证据：`.claude/agents/project-manager.md`
- **Your Core Mission**（documentation）：You are a senior Tech Lead with 10+ years of experience in software architecture, system design, and technical leadership. You excel at transforming user experience requirements into robust, scalable technical solutions while mentoring development teams and ensuring architectural excellence. 证据：`.claude/agents/tech-lead-architect.md`
- **Your Role in the Development Pipeline**（documentation）：You are a senior UX Engineer with 8+ years of experience in user-centered design, specializing in creating intuitive, accessible, and engaging digital experiences. You have deep expertise in user research, interaction design, and design systems, with a strong understanding of technical implementation constraints. 证据：`.claude/agents/ux-designer.md`
- **Five Whys Analysis**（documentation）：Apply the Five Whys root cause analysis technique to investigate issues. 证据：`.claude/commands/five.md`
- **Create Pull Request Command**（documentation）：Create a new branch, commit changes, and submit a pull request. 证据：`.claude/commands/pr.md`
- **PR Review**（documentation）：Instructions : Execute each task in the order given to conduct a thorough code review. Update GitHub with this review. Important : The future is now—any improvements or “future” recommendations must be addressed immediately . 证据：`.claude/commands/review.md`
- **High-level flow**（documentation）：This outlines the development practices and principles we require you to follow. Don't start working on features until asked, this document is intended to get you into the right state of mind. 证据：`.claude/commands/tdd.md`
- **Your Role in the Development Pipeline**（documentation）：You are a senior Backend Engineer with 8+ years of experience in server-side development, API design, and distributed systems. You specialize in building robust, scalable, and secure backend applications that power modern web and mobile applications. 证据：`specialized-agents/system-prompts/backend-engineer-prompt.md`
- **Settings**（structured_config）：{ "permissions": { "allow": "Bash mkdir: ", "Bash uv: ", "Bash /Users/wesam/.local/bin/uv: ", "Bash find: ", "Bash mv: ", "Bash grep: ", "Bash npm: ", "Bash ls: ", "Bash cp: ", "Write", "Edit", "Bash chmod: ", "Bash touch: ", "mcp playwright browser take screenshot", "mcp playwright browser resize" , "deny": }, "hooks": { "PostToolUse": { "matcher": "", "hooks": { "type": "command", "command": "/Users/wesam/.local/bin/uv run .claude/hooks/post tool use.py" } } , "Notification": { "matcher": "", "hooks": { "type": "command", "command": "/Users/wesam/.local/bin/uv run .claude/hooks/notification.py --notify" } } , "Stop": { "matcher": "", "hooks": { "type": "command", "command": "/Users/wesam/… 证据：`.claude/settings.json`
- **✅ LLM Unit Testing Best Practices Checklist**（documentation）：✅ LLM Unit Testing Best Practices Checklist Focused on testing internal logic, not API endpoints 证据：`.claude/commands/test.md`
- **macOS system files**（source_file）：macOS system files .DS Store .AppleDouble .LSOverride . 证据：`.gitignore`
- **Agent Orchestration Workflow**（source_file）：{ "nodes": {"id":"ea2858a751c8b7b8","type":"text","text":"\n! icon-2.png \n! Project Manager Prompt \n\n! Project Manager Description ","x":-613,"y":-2,"width":540,"height":1102,"color":" bfa1a1"}, {"id":"1f89aba261b33ca9","type":"text","text":"! Icon-5.png \n\n! Business Analyst Prompt \n\n! Business Analyst Descrtiption ","x":-1200,"y":-2,"width":540,"height":1102,"color":"6"}, {"id":"a81c0548ef356102","type":"text","text":"! Icon-3.png \n\n! UX Engineer Prompt \n\n! UX Engineer Description ","x":0,"y":-2,"width":540,"height":1102,"color":" e5f0ad"}, {"id":"31bb318a93500944","type":"text","text":"! Icon-6.png \n\n! Database Engineer Prompt \n\n! Database Engineer Description ","x":600,"y"… 证据：`specialized-agents/agent-orchestration-workflow.canvas`
- **Create notification message with 30% chance to include name**（source_file）：def get tts script path ⋮---- script dir = Path file .parent tts dir = script dir / "utils" / "tts" ⋮---- elevenlabs script = tts dir / "elevenlabs tts.py" ⋮---- openai script = tts dir / "openai tts.py" ⋮---- pyttsx3 script = tts dir / "pyttsx3 tts.py" ⋮---- def announce notification ⋮---- tts script = get tts script path ⋮---- engineer name = os.getenv 'ENGINEER NAME', '' .strip ⋮---- Create notification message with 30% chance to include name ⋮---- notification message = f"{engineer name}, your agent needs your input" ⋮---- notification message = "Your agent needs your input" ⋮---- Call the TTS script with the notification message ⋮---- capture output=True, Suppress output timeout=10 10-… 证据：`.claude/hooks/notification.py`
- **Post Tool Use**（source_file）：def main ⋮---- input data = json.load sys.stdin ⋮---- log dir = Path.cwd / 'logs' ⋮---- log path = log dir / 'post tool use.json' ⋮---- log data = json.load f ⋮---- log data = 证据：`.claude/hooks/post_tool_use.py`
- **Pattern to detect .env file access but allow .env.sample**（source_file）：def is dangerous rm command command ⋮---- normalized = ' '.join command.lower .split ⋮---- patterns = ⋮---- dangerous paths = ⋮---- r'/', Root directory r'/\ ', Root with wildcard r'~', Home directory r'~/', Home directory path ⋮---- r'\.\.', Parent directory references r'\ ', Wildcards in general rm -rf context r'\.', Current directory r'\.\s $', Current directory at end of command ⋮---- def is env file access tool name, tool input ⋮---- file path = tool input.get 'file path', '' ⋮---- command = tool input.get 'command', '' Pattern to detect .env file access but allow .env.sample env patterns = ⋮---- r'\b\.env\b ?!\.sample ', .env but not .env.sample r'cat\s+. \.env\b ?!\.sample ', cat .en… 证据：`.claude/hooks/pre_tool_use.py`
- **Stop**（source_file）：def get completion messages ⋮---- def get tts script path ⋮---- script dir = Path file .parent tts dir = script dir / "utils" / "tts" ⋮---- elevenlabs script = tts dir / "elevenlabs tts.py" ⋮---- openai script = tts dir / "openai tts.py" ⋮---- pyttsx3 script = tts dir / "pyttsx3 tts.py" ⋮---- def get llm completion message ⋮---- llm dir = script dir / "utils" / "llm" ⋮---- oai script = llm dir / "oai.py" ⋮---- result = subprocess.run ⋮---- anth script = llm dir / "anth.py" ⋮---- messages = get completion messages ⋮---- def announce completion ⋮---- tts script = get tts script path ⋮---- completion message = get llm completion message ⋮---- def main ⋮---- parser = argparse.ArgumentParser ⋮--… 证据：`.claude/hooks/stop.py`
- **Subagent Stop**（source_file）：def get tts script path ⋮---- script dir = Path file .parent tts dir = script dir / "utils" / "tts" ⋮---- elevenlabs script = tts dir / "elevenlabs tts.py" ⋮---- openai script = tts dir / "openai tts.py" ⋮---- pyttsx3 script = tts dir / "pyttsx3 tts.py" ⋮---- def announce subagent completion ⋮---- tts script = get tts script path ⋮---- completion message = "Subagent Complete" ⋮---- def main ⋮---- parser = argparse.ArgumentParser ⋮---- args = parser.parse args ⋮---- input data = json.load sys.stdin ⋮---- session id = input data.get "session id", "" stop hook active = input data.get "stop hook active", False ⋮---- log dir = os.path.join os.getcwd , "logs" ⋮---- log path = os.path.join log dir… 证据：`.claude/hooks/subagent_stop.py`
- **Clean up response - remove quotes and extra formatting**（source_file）：def prompt llm prompt text ⋮---- api key = os.getenv "ANTHROPIC API KEY" ⋮---- client = anthropic.Anthropic api key=api key ⋮---- message = client.messages.create ⋮---- def generate completion message ⋮---- engineer name = os.getenv "ENGINEER NAME", "" .strip ⋮---- name instruction = f"Sometimes about 30% of the time include the engineer's name '{engineer name}' in a natural way." examples = f"""Examples of the style: ⋮---- name instruction = "" examples = """Examples of the style: "Work complete!", "All done!", "Task finished!", "Ready for your next move!" """ ⋮---- prompt = f"""Generate a short, friendly completion message for when an AI coding assistant finishes a task. ⋮---- response =… 证据：`.claude/hooks/utils/llm/anth.py`
- **Mermaid**（documentation）：create a mermaid diagrams that represent all the sql together with their entity relationship. ie an entity relationship diagrams. include the properties of each table in the diagram. 2 sql files are located in lana/app/migrations/ create a mermaid diagram for each sql files. one lana.md in docs/lana.md, and the other docs/cala.md make sure the mermaid compile by running npx -p @mermaid-js/mermaid-cli mmdc -i docs/{lana cala}.md -o test.md when complete, verify that every entity in any .sql migration file appears in the mermaid file also, you can remove test.md, we just want to use mmdc to verify the code generated compiles 证据：`.claude/commands/mermaid.md`
- **Project Todo Manager**（documentation）：Manage todos in a todos.md file at the root of your current project directory. 证据：`.claude/commands/todo.md`
- **User Experience Designer & UI Specialist Persona**（documentation）：User Experience Designer & UI Specialist Persona 证据：`.claude/commands/ux.md`
- **Role Overview**（documentation）：The Backend Engineer serves as the server-side implementation specialist in the development pipeline, transforming technical specifications and database designs into robust, scalable, and secure server-side applications. They create the business logic layer that connects frontend user interfaces with database operations. 证据：`specialized-agents/Descriptions/backend-engineer-description.md`
- **Role Overview**（documentation）：The Business Analyst serves as the first point of contact in the development pipeline, responsible for transforming raw ideas and business needs into structured, actionable requirements. They bridge the gap between stakeholders and the technical team. 证据：`specialized-agents/Descriptions/business-analyst-description.md`
- **Role Overview**（documentation）：The Code Reviewer serves as the quality gatekeeper in the development pipeline, ensuring that all code implementations meet established standards for maintainability, performance, security, and best practices. They provide the final technical validation before code progresses to security review and production deployment. 证据：`specialized-agents/Descriptions/code-reviewer-description.md`
- **Role Overview**（documentation）：The Database Engineer serves as the data foundation specialist in the development pipeline, transforming technical architecture specifications into optimized, secure, and scalable database solutions. They ensure data integrity, performance, and accessibility for both Frontend and Backend Engineers. 证据：`specialized-agents/Descriptions/database-engineer-description.md`
- **Core Responsibilities**（documentation）：The Frontend Engineer serves as the user-facing implementation specialist in the development pipeline, transforming UX designs and technical specifications into responsive, accessible, and performant user interfaces. They bridge the gap between design vision and interactive user experiences. 证据：`specialized-agents/Descriptions/frontend-engineer-description.md`
- **Role Overview**（documentation）：The Project Manager serves as the central orchestrator in the development pipeline, taking validated business requirements and transforming them into executable project plans. They coordinate between all specialists to ensure timely, quality delivery within scope and budget. 证据：`specialized-agents/Descriptions/project-manager-description.md`
- **Core Responsibilities**（documentation）：The Security Reviewer serves as the final security gatekeeper in the development pipeline, conducting comprehensive security assessments of the complete application to identify vulnerabilities, ensure compliance with security standards, and validate that security best practices are properly implemented throughout the system. 证据：`specialized-agents/Descriptions/security-reviewer-description.md`
- **Role Overview**（documentation）：The Tech Lead serves as the technical decision-maker and architecture authority in the development pipeline, transforming user experience designs into robust, scalable technical solutions. They bridge the gap between design vision and implementation reality while ensuring technical excellence and maintainability. 证据：`specialized-agents/Descriptions/tech-lead-description.md`
- **Role Overview**（documentation）：The UX Engineer serves as the user advocate in the development pipeline, transforming business requirements and project plans into intuitive, accessible, and engaging user experiences. They bridge the gap between user needs and technical implementation through research-driven design. 证据：`specialized-agents/Descriptions/ux-engineer-description.md`
- **Your Role in the Development Pipeline**（documentation）：You are an expert Business Analyst with 10+ years of experience in requirements gathering, process analysis, and stakeholder management. You specialize in transforming business ideas into structured, actionable requirements that drive successful project outcomes. 证据：`specialized-agents/system-prompts/business-analyst-prompt.md`
- **Your Role in the Development Pipeline**（documentation）：You are a senior Code Reviewer with 12+ years of experience in software development and code quality assurance. You specialize in identifying code quality issues, performance optimization opportunities, and ensuring adherence to best practices across multiple programming languages and frameworks. 证据：`specialized-agents/system-prompts/code-reviewer-prompt.md`
- **Your Role in the Development Pipeline**（documentation）：You are a senior Database Engineer with 8+ years of experience in database design, performance optimization, and data architecture. You specialize in creating robust, scalable, and secure database solutions that serve as the foundation for high-performance applications. 证据：`specialized-agents/system-prompts/database-engineer-prompt.md`
- **Phase 0: Preparation**（documentation）：You are an elite design review specialist with deep expertise in user experience, visual design, accessibility, and front-end implementation. You conduct world-class design reviews following the rigorous standards of top Silicon Valley companies like Stripe, Airbnb, and Linear. 证据：`specialized-agents/system-prompts/design-reviewer.md`
- **Your Role in the Development Pipeline**（documentation）：You are a senior Frontend Engineer with 7+ years of experience in modern web development, specializing in creating responsive, accessible, and high-performance user interfaces. You excel at transforming design specifications into production-ready applications with excellent user experiences. 证据：`specialized-agents/system-prompts/frontend-engineer-prompt.md`
- **Your Role in the Development Pipeline**（documentation）：You are a senior Project Manager with 12+ years of experience leading complex software development projects across various industries. You excel at turning business requirements into executable plans and orchestrating cross-functional teams to deliver high-quality solutions on time and within budget. 证据：`specialized-agents/system-prompts/project-manager-prompt.md`
- **Your Role in the Development Pipeline**（documentation）：You are a senior Security Reviewer with 10+ years of experience in cybersecurity, application security testing, and compliance validation. You specialize in identifying security vulnerabilities, conducting threat assessments, and ensuring applications meet security standards before production deployment. 证据：`specialized-agents/system-prompts/security-reviewer-prompt.md`
- **Your Role in the Development Pipeline**（documentation）：You are a senior Tech Lead with 10+ years of experience in software architecture, system design, and technical leadership. You excel at transforming user experience requirements into robust, scalable technical solutions while mentoring development teams and ensuring architectural excellence. 证据：`specialized-agents/system-prompts/tech-lead-prompt.md`
- **Your Role in the Development Pipeline**（documentation）：You are a senior UX Engineer with 8+ years of experience in user-centered design, specializing in creating intuitive, accessible, and engaging digital experiences. You have deep expertise in user research, interaction design, and design systems, with a strong understanding of technical implementation constraints. 证据：`specialized-agents/system-prompts/ux-engineer-prompt.md`
- **Claude Jumping**（source_file）：.claude-body { animation: jump 0.5s ease-in-out infinite; transform-origin: center bottom; } .shadow { animation: shadow-scale 0.5s ease-in-out infinite; } .left-arm { animation: wave-left 0.5s ease-in-out infinite; transform-origin: right center; } .right-arm { animation: wave-right 0.5s ease-in-out infinite; transform-origin: left center; } .left-ear { animation: ear-bounce 0.5s ease-in-out infinite; transform-origin: center bottom; } .right-ear { animation: ear-bounce 0.5s ease-in-out infinite 0.1s; transform-origin: center bottom; } @keyframes jump { 0%, 100% { transform: translateY 0 scaleY 1 scaleX 1 ; } 30% { transform: translateY -16px scaleY 1.1 scaleX 0.95 ; } 50% { transform: tra… 证据：`Images/claude-jumping.svg`
- **Agent Creation Workflow**（source_file）：{ "nodes": {"id":"a5d239b905713fdf","type":"group","x":-8880,"y":-2320,"width":3280,"height":1920,"label":"New Agent Flow"}, {"id":"67693644da2840b9","type":"file","file":"Claude Code/Images/Agents/Agent-10.png","x":-7404,"y":-1560,"width":400,"height":314}, {"id":"987797f0c8012251","type":"file","file":"Claude Code/Images/Agents/Agent-11.png","x":-6964,"y":-1560,"width":250,"height":400}, {"id":"c495371d28a532ea","type":"file","file":"Claude Code/Images/Agents/Agent-12.png","x":-6674,"y":-1560,"width":400,"height":310}, {"id":"70b32e596c850809","type":"file","file":"Claude Code/Images/Agents/Agent-13.png","x":-6234,"y":-1560,"width":400,"height":310}, {"id":"a53e05fad8bd7479","type":"file"… 证据：`specialized-agents/agent-creation-workflow.canvas`

## 宿主 AI 必须遵守的规则

- **把本资产当作开工前上下文，而不是运行环境。**：AI Context Pack 只包含证据化项目理解，不包含目标项目的可执行状态。 证据：`README.md`, `mcp-servers/README.md`, `CONTRIBUTING.md`
- **回答用户时区分可预览内容与必须安装后才能验证的内容。**：安装前体验的消费者价值来自降低误装和误判，而不是伪装成真实运行。 证据：`README.md`, `mcp-servers/README.md`, `CONTRIBUTING.md`

## 用户开工前应该回答的问题

- 你准备在哪个宿主 AI 或本地环境中使用它？
- 你只是想先体验工作流，还是准备真实安装？
- 你最在意的是安装成本、输出质量、还是和现有规则的冲突？

## 验收标准

- 所有能力声明都能回指到 evidence_refs 中的文件路径。
- AI_CONTEXT_PACK.md 没有把预览包装成真实运行。
- 用户能在 3 分钟内看懂适合谁、能做什么、如何开始和风险边界。

---

## Doramagic Context Augmentation

下面内容用于强化 Repomix/AI Context Pack 主体。Human Manual 只提供阅读骨架；踩坑日志会被转成宿主 AI 必须遵守的工作约束。

## Human Manual 骨架

使用规则：这里只是项目阅读路线和显著性信号，不是事实权威。具体事实仍必须回到 repo evidence / Claim Graph。

宿主 AI 硬性规则：
- 不得把页标题、章节顺序、摘要或 importance 当作项目事实证据。
- 解释 Human Manual 骨架时，必须明确说它只是阅读路线/显著性信号。
- 能力、安装、兼容性、运行状态和风险判断必须引用 repo evidence、source path 或 Claim Graph。

- **Claude Code 概述与安装配置**：importance `high`
  - source_paths: README.md, .claude/settings.json, CONTRIBUTING.md
- **技能与斜杠命令**：importance `high`
  - source_paths: docs/skills.md, .claude/commands/pr.md, .claude/commands/review.md, .claude/commands/tdd.md, .claude/commands/test.md
- **钩子系统（Hooks）**：importance `high`
  - source_paths: .claude/hooks/pre_tool_use.py, .claude/hooks/post_tool_use.py, .claude/hooks/notification.py, .claude/hooks/stop.py, .claude/hooks/subagent_stop.py
- **子代理与专业代理**：importance `high`
  - source_paths: .claude/agents/frontend-engineer.md, .claude/agents/tech-lead-architect.md, .claude/agents/project-manager.md, .claude/agents/ux-designer.md, .claude/agents/coder-reviewer.md
- **代理团队协调**：importance `medium`
  - source_paths: README.md, specialized-agents/agent-orchestration-workflow.canvas, .claude/agents/tech-lead-architect.md
- **MCP 模型上下文协议集成**：importance `medium`
  - source_paths: mcp-servers/README.md, mcp-servers/memory.md, mcp-servers/playwright.md, mcp-servers/sequential-thinking.md, mcp-servers/serena.md
- **提示工程与努力级别**：importance `high`
  - source_paths: README.md, docs/reference/effort-levels.md, .claude/settings.json
- **模型、FAQ 与更新日志**：importance `medium`
  - source_paths: docs/reference/models.md, docs/reference/faq.md, docs/reference/commands.md, docs/reference/changelog.md, docs/reference/further-reading.md

## Repo Inspection Evidence / 源码检查证据

- repo_clone_verified: true
- repo_inspection_verified: true
- repo_commit: `8f3daab7f63431e28000928e89a25161f42ce7ac`
- inspected_files: `README.md`, `docs/reference/changelog.md`, `docs/reference/commands.md`, `docs/reference/effort-levels.md`, `docs/reference/faq.md`, `docs/reference/further-reading.md`, `docs/reference/models.md`, `docs/skills.md`

宿主 AI 硬性规则：
- 没有 repo_clone_verified=true 时，不得声称已经读过源码。
- 没有 repo_inspection_verified=true 时，不得把 README/docs/package 文件判断写成事实。
- 没有 quick_start_verified=true 时，不得声称 Quick Start 已跑通。

## Doramagic Pitfall Constraints / 踩坑约束

这些规则来自 Doramagic 发现、验证或编译过程中的项目专属坑点。宿主 AI 必须把它们当作工作约束，而不是普通说明文字。

### Constraint 1: 可能修改宿主 AI 配置

- Trigger: 项目面向 Claude/Cursor/Codex/Gemini/OpenCode 等宿主，或安装命令涉及用户配置目录。
- Host AI rule: 列出会写入的配置文件、目录和卸载/回滚步骤。
- Why it matters: 安装可能改变本机 AI 工具行为，用户需要知道写入位置和回滚方法。
- Evidence: capability.host_targets | https://github.com/wesammustafa/Claude-Code-Everything-You-Need-to-Know | host_targets=mcp_host, claude_code, claude, cursor
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

### Constraint 2: 能力判断依赖假设

- Trigger: README/documentation is current enough for a first validation pass.
- Host AI rule: 将假设转成下游验证清单。
- Why it matters: 假设不成立时，用户拿不到承诺的能力。
- Evidence: capability.assumptions | https://github.com/wesammustafa/Claude-Code-Everything-You-Need-to-Know | README/documentation is current enough for a first validation pass.
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

### Constraint 3: 维护活跃度未知

- Trigger: 未记录 last_activity_observed。
- Host AI rule: 补 GitHub 最近 commit、release、issue/PR 响应信号。
- Why it matters: 新项目、停更项目和活跃项目会被混在一起，推荐信任度下降。
- Evidence: evidence.maintainer_signals | https://github.com/wesammustafa/Claude-Code-Everything-You-Need-to-Know | last_activity_observed missing
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

- Trigger: no_demo
- Evidence: downstream_validation.risk_items | https://github.com/wesammustafa/Claude-Code-Everything-You-Need-to-Know | no_demo; severity=medium
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

### Constraint 5: 存在评分风险

- Trigger: no_demo
- Why it matters: 风险会影响是否适合普通用户安装。
- Evidence: risks.scoring_risks | https://github.com/wesammustafa/Claude-Code-Everything-You-Need-to-Know | no_demo; severity=medium
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

### Constraint 6: issue/PR 响应质量未知

- Trigger: issue_or_pr_quality=unknown。
- Host AI rule: 抽样最近 issue/PR，判断是否长期无人处理。
- Why it matters: 用户无法判断遇到问题后是否有人维护。
- Evidence: evidence.maintainer_signals | https://github.com/wesammustafa/Claude-Code-Everything-You-Need-to-Know | issue_or_pr_quality=unknown
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

### Constraint 7: 发布节奏不明确

- Trigger: release_recency=unknown。
- Host AI rule: 确认最近 release/tag 和 README 安装命令是否一致。
- Why it matters: 安装命令和文档可能落后于代码，用户踩坑概率升高。
- Evidence: evidence.maintainer_signals | https://github.com/wesammustafa/Claude-Code-Everything-You-Need-to-Know | release_recency=unknown
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。