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创建 CodeTour `.tour` 文件——针对特定角色的、带有真实文件和行锚点的逐步演练。用于入职引导、架构演练、PR 演练、RCA 演练以及结构化的“解释其工作原理”请求。
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Use after a complex task, failure, or when reviewing what was learned. Teaches how to write growth logs that extract reusable patterns — not diary entries.
Design a goal-oriented agent loop, and review it for the ways loops go wrong — spinning and burning tokens, Goodhart-gaming the verifier, or running a wrong answer to completion. Two actions: (1) WRITE a loop — gate whether to build it, define a machine-decidable goal, pick the loop type, pick a skeleton; (2) REVIEW a loop — run it past five failure modes plus decidability, boundaries, fallback, judge independence, and keep-judgment-with-the-human red lines. Use when designing an autonomous agent loop, or when you already have one and worry it will spin, cheat, or run a wrong answer to the end. Complements the mechanism-layer loop skills (autonomous-loops, continuous-agent-loop) by covering the judgment layer they don't. 中文触发：写 loop、设计 loop、做一个 loop、检查 loop 对不对、loop 体检、loop 会不会跑飞、可判定目标、五个崩法、plan build judge。English triggers: design an agent loop, write a loop, check a loop, loop review, prevent a runaway loop, goal-oriented loop, decidable goal, plan/build/judge.
Stop hook that blocks Claude from finishing until quality checks pass. Detects rationalization patterns (surface text heuristics), stale learning logs (filesystem mtime), and low disk space. Complements self-audit by mechanically enforcing learning capture habits.
React Native and Expo app patterns — Expo Router navigation, state separation (server/client/route/form), TanStack Query data fetching with Zod, performant lists, NativeWind/StyleSheet styling, native APIs, and secure storage. Use when building or editing React Native / Expo screens, components, navigation, or data layers.
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.
Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
| name | code-tour |
| description | 创建 CodeTour `.tour` 文件——针对特定角色的、带有真实文件和行锚点的逐步演练。用于入职引导、架构演练、PR 演练、RCA 演练以及结构化的“解释其工作原理”请求。 |
| origin | ECC |
创建 CodeTour .tour 文件，用于代码库导览，可直接打开真实文件并定位到指定行范围。导览文件存放在 .tours/ 目录中，专为 CodeTour 格式设计，而非临时性的 Markdown 笔记。
一个好的导览应针对特定读者讲述一个故事：
仅创建 .tour JSON 文件。不要在此技能范围内修改源代码。
在以下情况下使用此技能：
示例：
| 不使用代码导览的情况 | 使用 |
|---|---|
| 在聊天中一次性解释就足够了 | 直接回答 |
用户想要散文式文档，而不是 .tour 产物 | documentation-lookup 或仓库文档编辑 |
| 任务是实现或重构 | 执行实现工作 |
| 任务是没有导览产物的广泛代码库入职 | codebase-onboarding |
在编写任何内容之前探索仓库：
在理解代码结构之前，不要开始编写步骤。
根据请求确定角色和深度。
| 请求形式 | 角色 | 建议深度 |
|---|---|---|
| "入职"，"新成员" | new-joiner | 9-13 步 |
| "快速导览"，"快速了解" | vibecoder | 5-8 步 |
| "架构" | architect | 14-18 步 |
| "导览此 PR" | pr-reviewer | 7-11 步 |
| "为什么这个出错了" | rca-investigator | 7-11 步 |
| "安全审查" | security-reviewer | 7-11 步 |
| "解释此功能如何工作" | feature-explainer | 7-11 步 |
| "调试此路径" | bug-fixer | 7-11 步 |
每个文件路径和行锚点必须是真实的：
切勿猜测行号。
.tour写入：
.tours/<persona>-<focus>.tour
保持路径确定且可读。
在完成之前：
谨慎使用，通常仅用于结束步骤：
{ "title": "Next Steps", "description": "You can now trace the request path end to end." }
不要将第一步设为纯内容。
用于引导读者了解模块：
{ "directory": "src/services", "title": "Service Layer", "description": "The core orchestration logic lives here." }
这是默认步骤类型：
{ "file": "src/auth/middleware.ts", "line": 42, "title": "Auth Gate", "description": "Every protected request passes here first." }
当某个代码块比整个文件更重要时使用：
{
"file": "src/core/pipeline.ts",
"selection": {
"start": { "line": 15, "character": 0 },
"end": { "line": 34, "character": 0 }
},
"title": "Request Pipeline",
"description": "This block wires validation, auth, and downstream execution."
}
当精确行号可能发生变化时使用：
{ "file": "src/app.ts", "pattern": "export default class App", "title": "Application Entry" }
在需要时用于 PR、问题或文档：
{ "uri": "https://github.com/org/repo/pull/456", "title": "The PR" }
每个描述应回答：
保持描述简洁、具体，并基于实际代码。
除非任务明确需要不同结构，否则使用此弧线：
导览应感觉像一条路径，而非清单。
{
"$schema": "https://aka.ms/codetour-schema",
"title": "API Service Tour",
"description": "Walkthrough of the request path for the payments service.",
"ref": "main",
"steps": [
{
"directory": "src",
"title": "Source Root",
"description": "All runtime code for the service starts here."
},
{
"file": "src/server.ts",
"line": 12,
"title": "Entry Point",
"description": "The server boots here and wires middleware before any route is reached."
},
{
"file": "src/routes/payments.ts",
"line": 8,
"title": "Payment Routes",
"description": "Every payments request enters through this router before hitting service logic."
},
{
"title": "Next Steps",
"description": "You can now follow any payment request end to end with the main anchors in place."
}
]
}
| 反模式 | 修复 |
|---|---|
| 平铺直叙的文件列表 | 讲述一个步骤间有依赖关系的故事 |
| 通用描述 | 指明具体的代码路径或模式 |
| 猜测的锚点 | 先验证每个文件和行 |
| 快速导览步骤过多 | 果断精简 |
| 第一步是纯内容 | 将第一步锚定到真实文件或目录 |
| 角色不匹配 | 为实际读者编写，而非通用工程师 |
codebase-onboardingcoding-standardscouncilmicrosoft/codetour