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Claude Code documentation from your actual source code — Standards, Rules, Skills, and Guides tailored to your project","maintainers":[{"name":"claudeos-core","email":"claudeoscore@gmail.com"}],"readme":"# ClaudeOS-Core\n\n[![npm version](https://img.shields.io/npm/v/claudeos-core.svg?logo=npm&label=npm)](https://www.npmjs.com/package/claudeos-core)\n[![CI](https://img.shields.io/github/actions/workflow/status/claudeos-core/claudeos-core/test.yml?branch=master&logo=github&label=CI)](https://github.com/claudeos-core/claudeos-core/actions/workflows/test.yml)\n[![tests](https://img.shields.io/badge/tests-1040%20passing-brightgreen?logo=node.js&logoColor=white)](https://github.com/claudeos-core/claudeos-core/actions/workflows/test.yml)\n[![node](https://img.shields.io/node/v/claudeos-core.svg?logo=node.js&logoColor=white&label=node)](https://nodejs.org/)\n[![license](https://img.shields.io/npm/l/claudeos-core.svg?color=blue)](LICENSE)\n[![downloads](https://img.shields.io/npm/dm/claudeos-core.svg?logo=npm&color=blue&label=downloads)](https://www.npmjs.com/package/claudeos-core)\n\n**直接读取项目源码,自动生成 `CLAUDE.md` 与 `.claude/rules/` 的命令行工具。Node.js scanner、4-pass Claude 流水线和 5 个 validator 协同工作,支持 12 种技术栈、10 种语言,绝不会编造代码里不存在的路径。**\n\n```bash\nnpx claudeos-core init\n```\n\n[**12 个栈**](#supported-stacks)开箱即用,monorepo 也照样支持。一行命令搞定,免配置,中断后能续跑,反复执行也安全。\n\n[🇺🇸 English](README.md) · [🇰🇷 한국어](README.ko.md) · [🇯🇵 日本語](README.ja.md) · [🇪🇸 Español](README.es.md) · [🇻🇳 Tiếng Việt](README.vi.md) · [🇮🇳 हिन्दी](README.hi.md) · [🇷🇺 Русский](README.ru.md) · [🇫🇷 Français](README.fr.md) · [🇩🇪 Deutsch](README.de.md)\n\n---\n\n## 这是什么?\n\n每开一个新会话,Claude Code 都会回到通用的框架默认值。团队明明在用 **MyBatis**,Claude 却写成 JPA;响应包装器是 `ApiResponse.ok()`,Claude 偏偏写成 `ResponseEntity.success()`;包结构是 layer-first,生成出来却变成 domain-first。给每个仓库手写一份 `.claude/rules/` 确实能解决问题,可代码一旦演进,规则就开始跟实际脱节。\n\n**ClaudeOS-Core 的做法是直接读源码,稳定地把这些文件重新生成出来。** 第一步,Node.js scanner 扫一遍项目,把技术栈、ORM、包结构、文件路径都摸清楚。第二步,4-pass Claude 流水线产出完整的内容:`CLAUDE.md`、自动加载的 `.claude/rules/`、standards、skills,全部限定在一份明确的路径白名单里,LLM 越不出这个范围。最后,5 个 validator 在交付前再把结果过一遍。\n\n这样一来,同样的输入永远得到同样的 8 段式 `CLAUDE.md` 结构。10 种语言里随便选一种,都要通过同样的 25 项结构检查,引用的每一条源码路径都会核对磁盘上是否真实存在。(细节看下面[有什么不同](#有什么不同)。)\n\n长期维护的项目,还会顺带生成一份 [Memory Layer](#memory-layer-可选用于长期项目)。\n\n---\n\n## 在真实项目上看看\n\n拿 [`spring-boot-realworld-example-app`](https://github.com/gothinkster/spring-boot-realworld-example-app) 跑了一遍。Java 11 · Spring Boot 2.6 · MyBatis · SQLite · 187 个源文件。结果生成 **75 个文件**,总耗时 **53 分钟**,所有 validator ✅。\n\n

\n \"ClaudeOS-Core\n

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\n终端输出 (文本版本,方便搜索和复制)\n\n```text\n╔════════════════════════════════════════════════════╗\n║ ClaudeOS-Core — Bootstrap (4-Pass) ║\n╚════════════════════════════════════════════════════╝\n Project root: spring-boot-realworld-example-app\n Language: English (en)\n\n [Phase 1] Detecting stack...\n Language: java 11\n Framework: spring-boot 2.6.3\n Database: sqlite\n ORM: mybatis\n PackageMgr: gradle\n\n [Phase 2] Scanning structure...\n Backend: 2 domains\n Total: 2 domains\n Package: io.spring.infrastructure\n\n [Phase 5] Active domains...\n ✅ 00.core ✅ 10.backend ⏭️ 20.frontend\n ✅ 30.security-db ✅ 40.infra\n ✅ 80.verification ✅ 90.optional\n\n[4] Pass 1 — Deep analysis per domain group...\n ✅ pass1-1.json created (5m 34s)\n [█████░░░░░░░░░░░░░░░] 25% (1/4)\n\n[5] Pass 2 — Merging analysis results...\n ✅ pass2-merged.json created (4m 22s)\n [██████████░░░░░░░░░░] 50% (2/4)\n\n[6] Pass 3 — Generating all files...\n Pass 3 split mode (3a → 3b → 3c → 3d-aux)\n ✅ 3a complete (2m 57s) — pass3a-facts.md (187-path allowlist)\n ✅ 3b complete (18m 49s) — CLAUDE.md + 19 standards + 20 rules\n ✅ 3c complete (12m 35s) — 13 skills + 9 guides\n ✅ 3d-aux complete (3m 18s) — database/ + mcp-guide/\n Pass 3 split complete: 4/4 stages successful\n [███████████████░░░░░] 75% (3/4)\n\n[7] Pass 4 — Memory scaffolding...\n Pass 4 staged-rules: 6 rule files moved to .claude/rules/\n ✅ Pass 4 complete (5m)\n Gap-fill: all 12 expected files already present\n [████████████████████] 100% (4/4)\n\n╔═══════════════════════════════════════╗\n║ ClaudeOS-Core — Health Checker ║\n╚═══════════════════════════════════════╝\n ⏭️ plan-validator skipped (dormant since v2.1.0)\n ⏭️ sync-checker skipped (dormant since v2.1.0)\n ✅ content-validator pass\n ✅ pass-json-validator pass\n ✅ All systems operational (2 skipped)\n\n [Lint] ✅ CLAUDE.md structure valid (25 checks)\n [Content] ✅ All content validation passed\n Total: 0 advisories, 0 notes\n\n╔════════════════════════════════════════════════════╗\n║ ✅ ClaudeOS-Core — Complete ║\n║ Files created: 75 ║\n║ Domains analyzed: 1 group ║\n║ L4 scaffolded: memory + rules ║\n║ Output language: English ║\n║ Total time: 53m 8s ║\n╚════════════════════════════════════════════════════╝\n```\n\n
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\n实际写进 CLAUDE.md 的内容 (真实片段 — Section 1 + 2;为了 README 渲染把标题降为 ####,真实文件用的是 ## N.)\n\n```markdown\n# CLAUDE.md — spring-boot-realworld-example-app\n\n> Reference implementation of the RealWorld backend specification on\n> Java 11 + Spring Boot 2.6, exposing both REST and GraphQL endpoints\n> over a hexagonal MyBatis persistence layer.\n\n#### 1. Role Definition\n\nAs the senior developer for this repository, you are responsible for\nwriting, modifying, and reviewing code. Responses must be written in English.\nA Java Spring Boot REST + GraphQL API server organized around a hexagonal\n(ports & adapters) architecture, with a CQRS-lite read/write split inside\nan XML-driven MyBatis persistence layer and JWT-based authentication.\n\n#### 2. Project Overview\n\n| Item | Value |\n|---|---|\n| Language | Java 11 |\n| Framework | Spring Boot 2.6.3 |\n| Build Tool | Gradle (Groovy DSL) |\n| Persistence | MyBatis 3 via `mybatis-spring-boot-starter:2.2.2` (no JPA) |\n| Database | SQLite (`org.xerial:sqlite-jdbc:3.36.0.3`) — `dev.db` (default), `:memory:` (test) |\n| Migration | Flyway — single baseline `V1__create_tables.sql` |\n| API Style | REST (`io.spring.api.*`) + GraphQL via Netflix DGS `:4.9.21` |\n| Authentication | JWT HS512 (`jjwt-api:0.11.2`) + Spring Security `PasswordEncoder` |\n| Server Port | 8080 (default) |\n| Test Stack | JUnit Jupiter 5, Mockito, AssertJ, rest-assured, spring-mock-mvc |\n```\n\n技术栈那几行 (Java 11、Spring Boot 2.6.3、Gradle、MyBatis、SQLite、端口 8080) 来自确定性的 scanner。更细的信息 —— 精确的依赖坐标、`dev.db` 文件名、`V1__create_tables.sql` 迁移名,乃至 \"no JPA\" 这种判断 —— 由 Pass 1 以 scanner 确认的事实为约束,从 `build.gradle`、`application.properties` 和源码目录里读出来,再由 validator 交叉核验。没有一处取自框架默认值。\n\n
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\n真实自动加载的规则 (.claude/rules/10.backend/01.controller-rules.md)\n\n````markdown\n---\npaths:\n - \"**/*\"\n---\n\n#### Controller Rules\n\n##### REST (`io.spring.api.*`)\n\n- Controllers are the SOLE response wrapper for HTTP — no aggregator/facade above them.\n Return `ResponseEntity` or a body Spring serializes via `JacksonCustomizations`.\n- Each controller method calls exactly ONE application service method. Multi-source\n composition lives in the application service.\n- Controllers MUST NOT import `io.spring.infrastructure.*`. No direct `@Mapper` access.\n- Validate command-param arguments with `@Valid`. Custom JSR-303 constraints live under\n `io.spring.application.{aggregate}.*`.\n- Resolve the current user via `@AuthenticationPrincipal User`.\n- Let exceptions propagate to `io.spring.api.exception.CustomizeExceptionHandler`\n (`@ControllerAdvice`). Do NOT `try/catch` business exceptions inside the controller.\n\n##### GraphQL (`io.spring.graphql.*`)\n\n- DGS components (`@DgsComponent`) are the sole GraphQL response wrappers.\n Use `@DgsQuery` / `@DgsData` / `@DgsMutation`.\n- Resolve the current user via `io.spring.graphql.SecurityUtil.getCurrentUser()`.\n\n##### Examples\n\n✅ Correct:\n```java\n@PostMapping\npublic ResponseEntity createArticle(@AuthenticationPrincipal User user,\n @Valid @RequestBody NewArticleParam param) {\n Article article = articleCommandService.createArticle(param, user);\n ArticleData data = articleQueryService.findById(article.getId(), user)\n .orElseThrow(ResourceNotFoundException::new);\n return ResponseEntity.ok(Map.of(\"article\", data));\n}\n```\n\n❌ Incorrect:\n```java\n@PostMapping\npublic ResponseEntity create(@RequestBody NewArticleParam p) {\n try {\n articleCommandService.createArticle(p, currentUser);\n } catch (Exception e) { // NO — let CustomizeExceptionHandler handle it\n return ResponseEntity.status(500).body(e.getMessage()); // NO — leaks raw message\n }\n return ResponseEntity.ok().build();\n}\n```\n````\n\n`paths: [\"**/*\"]` 这个 glob 的意思是:只要在项目里编辑任何文件,Claude Code 都会自动加载这条规则。规则里的类名、包路径、异常处理器全都来自扫描到的源码,所以连项目实际使用的 `CustomizeExceptionHandler` 和 `JacksonCustomizations` 也都对得上号。\n\n
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\n自动生成的 decision-log.md 种子内容 (真实片段)\n\n```markdown\n#### 2026-04-26 — Hexagonal ports & adapters with MyBatis-only persistence\n\n- **Context:** `io.spring.core.*` exposes `*Repository` ports (e.g.,\n `io.spring.core.article.ArticleRepository`) implemented by\n `io.spring.infrastructure.repository.MyBatis*Repository` adapters.\n The domain layer has zero `org.springframework.*` /\n `org.apache.ibatis.*` / `io.spring.infrastructure.*` imports.\n- **Options considered:** JPA/Hibernate, Spring Data, MyBatis-Plus\n `BaseMapper`. None adopted.\n- **Decision:** MyBatis 3 (`mybatis-spring-boot-starter:2.2.2`) with\n hand-written XML statements under `src/main/resources/mapper/*.xml`.\n Hexagonal port/adapter wiring keeps the domain framework-free.\n- **Consequences:** Every SQL lives in XML — `@Select`/`@Insert`/`@Update`/`@Delete`\n annotations are forbidden. New aggregates require both a\n `core.{aggregate}.{Aggregate}Repository` port AND a\n `MyBatis{Aggregate}Repository` adapter; introducing a JPA repository would\n split the persistence model.\n```\n\nPass 4 会把 `pass2-merged.json` 里抽出的架构决策提前写进 `decision-log.md`。这样以后开新会话时,不仅能看到代码*长什么样*,也能记住*为什么会变成这样*。每一个候选方案 (\"JPA/Hibernate\"、\"MyBatis-Plus\") 和它的取舍后果,都是从真实的 `build.gradle` 依赖块里推出来的。\n\n
\n\n---\n\n## 已测试的项目\n\nClaudeOS-Core 在真实开源项目上跑过基准测试,结果也一并公开。如果你也在公开仓库里试用过,欢迎[提个 issue](https://github.com/claudeos-core/claudeos-core/issues),我们会把它加到下面的表里。\n\n| 项目 | 技术栈 | Scanned → Generated | 状态 |\n|---|---|---|---|\n| [`spring-boot-realworld-example-app`](https://github.com/gothinkster/spring-boot-realworld-example-app) | Java 11 · Spring Boot 2.6 · MyBatis · SQLite | 187 → 75 files | ✅ 5 个 validator 全部通过 |\n\n---\n\n## 快速开始\n\n**前置条件:** Node.js 18+,以及已安装并完成认证的 [Claude Code](https://docs.anthropic.com/en/docs/claude-code)。\n\n```bash\n# 1. 进入项目根目录\ncd my-spring-boot-project\n\n# 2. 跑 init (它会先分析代码,再让 Claude 写规则)\nnpx claudeos-core init\n\n# 3. 完成。打开 Claude Code 直接写代码,规则已经就位。\n```\n\n`init` 跑完之后,会得到这样一份产物:\n\n```\nyour-project/\n├── .claude/\n│ └── rules/ ← Claude Code 自动加载\n│ ├── 00.core/ (通用规则 — 命名、架构)\n│ ├── 10.backend/ (后端栈规则,如有)\n│ ├── 20.frontend/ (前端栈规则,如有)\n│ ├── 30.security-db/ (安全 & 数据库规范)\n│ ├── 40.infra/ (env、日志、CI/CD)\n│ ├── 50.sync/ (文档同步提醒 — 仅 rules)\n│ ├── 60.memory/ (记忆规则 — Pass 4,仅 rules)\n│ ├── 70.domains/{type}/ (按域划分的规则,type = backend|frontend)\n│ └── 80.verification/ (测试策略 + 构建验证提醒)\n├── claudeos-core/\n│ ├── standard/ ← 参考文档 (与上面分类一一对应)\n│ │ ├── 00.core/ (项目概览、架构、命名)\n│ │ ├── 10.backend/ (后端参考 — 当存在后端栈时)\n│ │ ├── 20.frontend/ (前端参考 — 当存在前端栈时)\n│ │ ├── 30.security-db/ (安全 & 数据库参考)\n│ │ ├── 40.infra/ (env / 日志 / CI-CD 参考)\n│ │ ├── 70.domains/{type}/ (按域划分的参考)\n│ │ ├── 80.verification/ (构建 / 启动 / 测试参考 — 仅 standard)\n│ │ └── 90.optional/ (按栈附加的资料 — 仅 standard)\n│ ├── skills/ (Claude 可复用的模式)\n│ ├── guide/ (常见任务的 how-to 指南)\n│ ├── database/ (Schema 概览、迁移指南)\n│ ├── mcp-guide/ (MCP 集成说明)\n│ └── memory/ (decision log、failure patterns、compaction)\n└── CLAUDE.md (Claude 最先读的索引)\n```\n\n`rules/` 和 `standard/` 里前缀编号相同的分类,对应同一个概念领域 (比如 `10.backend` 规则 ↔ `10.backend` standard)。只在 rules 出现的有两类:`50.sync` (文档同步提醒) 和 `60.memory` (Pass 4 记忆);只在 standard 出现的是 `90.optional` (栈相关的附加资料,不强制执行)。其余前缀 (`00`、`10`、`20`、`30`、`40`、`70`、`80`) 两边都有。到这里,Claude Code 就已经\"认识\"这个项目了。\n\n---\n\n## 这是给谁用的?\n\n| 你是... | 它能帮你解决什么 |\n|---|---|\n| **打算用 Claude Code 启动新项目的独立开发者** | 不用每个会话都把规范从头讲一遍。`CLAUDE.md` 加上 8 大类的 `.claude/rules/`,一次跑完就有了。 |\n| **要在多个仓库之间维护共享标准的技术负责人** | 重命名包、换 ORM、改响应包装器之后,`.claude/rules/` 总是慢半拍跟不上。ClaudeOS-Core 按固定的 8 段式 scaffold 重新生成:每个仓库结构相同、validator 判定相同,diff 里看到的是约定的变化,而不是版式噪音。 |\n| **已经在用 Claude Code,却被生成代码搞得头大的人** | 包装器写错、包结构不对、明明用 MyBatis 却生成 JPA、明明有统一中间件却到处 `try/catch`。Scanner 把项目真实的规范抽出来,每一次 Claude pass 都在明确的路径白名单内运行。 |\n| **刚加入一个新仓库的人** (老项目、新团队) | 在仓库里跑一下 `init`,就能拿到一张活的架构地图:CLAUDE.md 里的栈表格、按层划分的规则配 ✅/❌ 示例,加上预先写好\"为什么\"的 decision log (JPA vs MyBatis、REST vs GraphQL 等)。读 5 份文件,胜过翻 5,000 个源文件。 |\n| **要用中文 / 韩语 / 日语等英语以外的语言工作的人** | 大多数 Claude Code 规则生成器只支持英语。ClaudeOS-Core 把整套产物以 **10 种语言** (`en/ko/ja/zh-CN/es/vi/hi/ru/fr/de`) 输出,而结构校验在所有语言下完全一致 —— `claude-md-validator` 的判定不受输出语言影响。 |\n| **在 monorepo 里干活** (Turborepo、pnpm/yarn workspaces、Lerna) | 跑一次就能用不同 prompt 分别分析后端和前端域;`apps/*/`、`packages/*/` 自动遍历;按栈生成的规则放在 `70.domains/{type}/` 下面。 |\n| **做开源贡献或个人实验** | 输出对 gitignore 很友好。`claudeos-core/` 是本地工作目录,真正要提交的只有 `CLAUDE.md` 和 `.claude/`。中断后能续跑,反复执行也安全 (手工改过的规则,只要不加 `--force` 都会保留)。 |\n\n**不太合适的情况:** 想要一份开箱即用、无需扫描的万能 preset 套装 (各工具的定位差异参见 [docs/zh-CN/comparison.md](docs/zh-CN/comparison.md));项目暂时还不在[受支持的栈](#supported-stacks)里;只想要一份 `CLAUDE.md` —— 这种情况下,内置的 `claude /init` 已经够用,没必要再装一个工具。\n\n---\n\n## 工作原理\n\nClaudeOS-Core 把常见的 Claude Code 流程倒过来跑:\n\n```\n常规: 用户描述项目 → Claude 猜测栈 → Claude 写文档\n本工具: 代码读出栈 → 把确认过的事实交给 Claude → Claude 根据事实写文档\n```\n\n整条流水线分**三个阶段**,LLM 调用的两端都有代码把关。\n\n**1. Step A — Scanner (确定性,不调用 LLM)。** Node.js scanner 遍历项目根目录,读取 `package.json` / `build.gradle` / `build.gradle.kts` / `pom.xml` / `pyproject.toml`,解析 `.env*` 文件 (`PASSWORD/SECRET/TOKEN/JWT_SECRET/...` 这类敏感键会变成 `***REDACTED***`;连接串**内部**的凭据被遮蔽为 `***:***`,而 scheme、host、port 和路径保持可读 — URL userinfo、`?password=` 参数、Go/MySQL DSN 和 Oracle JDBC DSN 都涵盖在内;凭据边界无法确定的值会整个丢弃并报出键名,绝不半遮蔽地写出去)。接着归类架构模式 (Java 的 6 种 A–F (含没有分层目录的 package-by-feature 布局)、Kotlin 的 CQRS / 多模块、Next.js 的 App vs Pages Router、FSD、components-pattern),识别业务域,再为每一个真实存在的源文件路径生成一份明确的白名单。结果汇总到 `project-analysis.json`,后续所有步骤都以它为唯一事实来源。\n\n**2. Step B — 4-Pass Claude 流水线 (受 Step A 的事实约束)。**\n- **Pass 1** 按域分组读取代表性文件,从每个域里提炼大约 50–100 条规范:响应包装器、日志库、错误处理、命名约定、测试模式等。每个域分组只跑一次 (`max 4 domains, 40 files per group`),所以 context 不会爆。\n- **Pass 2** 把各域的分析结果合并成一张项目级全景图;域之间出现冲突时,取占主导地位的那种写法。\n- **Pass 3** 产出 `CLAUDE.md`、`.claude/rules/`、`claudeos-core/standard/`、skills 和 guides。这一步分阶段走 (`3a` facts → `3b-core/3b-N` rules+standards → `3c-core/3c-N` skills+guides → `3d-aux` database+mcp-guide),即便 `pass2-merged.json` 体积很大,每个阶段的 prompt 也能塞进 LLM 的 context window。域数超过 16 时,3b/3c 还会再细分成不超过 15 个域的批次。\n- **Pass 4** 给 L4 记忆层 (`decision-log.md`、`failure-patterns.md`、`compaction.md`、`auto-rule-update.md`) 写入种子内容,并补上通用的 scaffold rules。Pass 4 **不允许碰 `CLAUDE.md`**,Section 8 由 Pass 3 独占。\n\n**3. Step C — Verification (确定性,不调用 LLM)。** 5 个 validator 把结果再过一遍:\n- `claude-md-validator` —— 对 `CLAUDE.md` 做 25 项结构检查 (8 个 section、H3/H4 数量、记忆文件唯一性、T1 canonical heading 不变量)。语言无关,无论 `--lang` 选什么,判定结果都一样。\n- `content-validator` —— 10 项内容检查,涵盖路径引用核验 (`STALE_PATH` 会抓出虚构的 `src/...` 引用) 和 MANIFEST 漂移检测。\n- `pass-json-validator` —— 检查 Pass 1/2/3/4 输出的 JSON 是否合规,以及各栈预期的 section 数量。\n- `plan-validator` —— 校验 plan ↔ 磁盘的一致性 (legacy,自 v2.1.0 起基本是 no-op)。\n- `sync-checker` —— 在 7 个被追踪的目录里核对磁盘文件 ↔ `sync-map.json` 注册关系。**自 v2.1.0 起处于休眠:** master plan 聚合已移除,`sync-map.json` 以空映射写出,该检查器不做任何检查就返回 `pass`。`health` 会把它显示为 ⏭️ `skipped (dormant since v2.1.0)`,而不是 ✅。保留它只为向后兼容,请把它的结论读作「不适用」,不要当作证据。只有一个例外:从 v2.1.0 之前升级上来、仍留着 `claudeos-core/plan/` 目录的项目 —— `init` 不会动那个目录,所以映射会被填充,检查会真正执行。\n\nseverity 分三档 (`fail` / `warn` / `advisory`),这样用户能手动修掉的 LLM 幻觉就不会因为一个 warning 把 CI 卡死。\n\n把这些串起来的核心约束就一句话:**Claude 只能引用代码里真实存在的路径**,因为 Step A 给了它一份有限的白名单。万一 LLM 还是想自己造点东西 (个别 seed 下偶尔会冒一两条),Step C 也会在交付前把它抓住。\n\n每个 pass 的细节、基于 marker 的续跑机制、绕开 Claude Code `.claude/` 敏感路径限制的 staged-rules 处理,以及栈检测的内部逻辑,都收在 [docs/zh-CN/architecture.md](docs/zh-CN/architecture.md) 里。\n\n---\n\n## Supported Stacks\n\n12 种技术栈,从项目文件里自动识别:\n\n**Backend:** Java/Spring Boot (以及不用 Boot 的 Spring Framework，见下文) · Kotlin/Spring Boot · Node/Express · Node/Fastify · Node/NestJS · Python/Django · Python/FastAPI · Python/Flask\n\n**Frontend:** Node/Next.js · Node/Vite · Angular · Vue/Nuxt\n\n多栈项目 (例如 Spring Boot 后端 + Next.js 前端) 也能直接跑。\n\n**遗留 Java 是一等目标 (v2.5.1)。** 可识别不使用 Boot 的 Spring 1.x–6.x：Gradle (`apply plugin:` 时代、顺序任意的 `group:/name:/version:` 写法、通过 `gradle.properties` / `apply from:` / buildSrc 解析变量、版本目录、只有 `settings.gradle` 的根目录)、Maven (Maven 2 时代的 POM、`${spring.version}` 属性、`spring-framework-bom`、多模块根、没有根 POM 的同级项目)、**Ant + Ivy**、**Eclipse / IntelliJ / NetBeans 元数据** (`.classpath`，包括指向未提交 JAR 的引用、`.settings` 中的 compliance 级别、`.idea/misc.xml`、`nbproject`)、`WebContent/WEB-INF/lib/**/*.jar`、`WEB-INF/web.xml`、Spring XSD 架构版本，以及 **eGovFrame** — 连同框架、Spring Framework 版本、Java 级别、`war`/`ear` 打包方式、JDBC 驱动和 ORM 一并给出。以 `src/` 为根的源码树也会用与 `src/main/java` 相同的 domain 模式扫描。报告的每个版本都来自构建文件、JAR 文件名或项目内定义的属性；不会依据框架默认值推测。完全不用 Spring 的 JVM 项目 (`java-library`、`application`、仅有 servlet 的 `war`) 会被报告为 `framework: null` 的 Java，绝不会当成 Spring。\n\n**package-by-feature 的 Java 也能识别 (v2.5.3)。** Spring 官方 *Structuring Your Code* 指南推荐的布局 — `com/acme/order/{OrderController,OrderService,OrderRepository}.java`,没有分层目录 — 此前会得到**零个后端域**;在混合布局的项目里,只有带 `controller/` 目录的那个域存活,没有分层目录的其余部分被悄悄丢弃。现在 Pattern F 会把每个 feature 包登记为一个域,并按类名后缀归类文件。分层优先 (`controller/{domain}/`) 与域优先 (`{domain}/controller/`) 混合的项目会**同时保留两类域**,也不会再出现文件数为 0 的域。\n\n具体的识别规则、每个 scanner 抽取了什么内容,详见 [docs/zh-CN/stacks.md](docs/zh-CN/stacks.md)。\n\n---\n\n## 日常工作流\n\n绝大多数场景靠这三条命令就够了:\n\n```bash\n# 项目第一次跑\nnpx claudeos-core init\n\n# 手动改过 standards 或规则之后\nnpx claudeos-core lint\n\n# 健康检查 (提交前或在 CI 里跑)\nnpx claudeos-core health\n```\n\n每条命令的完整选项见 [docs/zh-CN/commands.md](docs/zh-CN/commands.md)。记忆层相关命令 (`memory compact`、`memory propose-rules`) 在下面的 [Memory Layer](#memory-layer-可选用于长期项目) 里说明。\n\n---\n\n## 有什么不同\n\n大多数 Claude Code 文档工具都从\"用户描述\"出发:用户告诉工具,工具再告诉 Claude。ClaudeOS-Core 反过来,从源码出发:工具自己读代码,把确定下来的事实交给 Claude,Claude 只根据这些事实写文档。\n\n具体落到三件事上:\n\n1. **栈识别和结构可复现。** 同样的项目 + 同样的代码 = 同样的扫描结果,同样的 8 段式 `CLAUDE.md` 版式。各段里的措辞仍由 LLM 撰写,固定下来的是交给它的事实和它必须填满的框架。\n2. **不编造路径。** Pass 3 prompt 里写明了所有允许的源码路径,Claude 没法引用不存在的路径。\n3. **多栈感知。** 同一次执行里,后端域和前端域走不同的分析 prompt。\n\n跟其它工具的范围对比参见 [docs/zh-CN/comparison.md](docs/zh-CN/comparison.md)。这份对比讲的是**每个工具各做什么**,而不是**谁更好** —— 大多数工具其实是互补关系。\n\n---\n\n## 验证 (生成后)\n\nClaude 写完文档,接下来轮到代码来核对结果。5 个独立的 validator:\n\n| Validator | 检查内容 | 由谁运行 |\n|---|---|---|\n| `claude-md-validator` | CLAUDE.md 的结构不变量 (8 sections,语言无关) | `claudeos-core lint` |\n| `content-validator` | path claim 是否真实存在;manifest 一致性 | `health` (advisory) |\n| `pass-json-validator` | Pass 1 / 2 / 3 / 4 输出是否为合规 JSON | `health` (warn) |\n| `plan-validator` | 保存的 plan 是否与磁盘对得上 | `health` (fail-on-error) |\n| `sync-checker` | 磁盘文件是否与 `sync-map.json` 注册一致 (检测 orphaned/unregistered) —— **除非项目里还留着 v2.1.0 之前的 `claudeos-core/plan/`,否则处于休眠** | `health` (fail-on-error) |\n\n`health-checker` 会把这 4 个运行时 validator 按三档 severity (fail / warn / advisory) 串起来跑,并以适合 CI 的 exit code 收尾。在从未跑过 `init` 的项目上,它不会给空目录发绿灯,而是打印 `❌ Not initialized`、以 `1` 退出,并且不写入任何文件。`claude-md-validator` 单独通过 `lint` 命令运行,因为结构层面的偏离不算软警告,而是该重新 init 的信号。随时都能跑:\n\n```bash\nnpx claudeos-core health\n```\n\n每个 validator 具体检查什么,看 [docs/zh-CN/verification.md](docs/zh-CN/verification.md)。\n\n---\n\n## Memory Layer (可选,用于长期项目)\n\n除了上面的 scaffolding 流水线,ClaudeOS-Core 还会在 `claudeos-core/memory/` 下放一套文件,专门服务于 context 需要跨会话延续的长期项目。这部分是可选的,只需要 `CLAUDE.md` 加规则的话,完全可以忽略。\n\n一共 4 个文件,全部由 Pass 4 写入:\n\n- `decision-log.md` —— append-only 的\"为什么选 X 不选 Y\",从 `pass2-merged.json` 取种子。(从不压缩)\n- `failure-patterns.md` —— 反复出现的错误,带 frequency / importance 分数。\n- `compaction.md` —— 记忆随时间自动压缩的方式。\n- `auto-rule-update.md` —— 应当晋升为新规则的模式。\n\n项目持续推进时,这两条命令负责维护这一层:\n\n```bash\n# 压缩 failure-patterns 日志 (定期执行;不会动 decision-log.md)\nnpx claudeos-core memory compact\n\n# 把高频 failure pattern 提为候选规则\nnpx claudeos-core memory propose-rules\n```\n\n记忆模型和生命周期说明见 [docs/zh-CN/memory-layer.md](docs/zh-CN/memory-layer.md)。\n\n---\n\n## FAQ\n\n**Q: 需要 Claude API key 吗?**\nA: 不需要。ClaudeOS-Core 直接用本机已经装好的 Claude Code,通过 `claude -p` 把 prompt 喂进去,不用额外开账号。\n\n**Q: 会覆盖现有的 CLAUDE.md 或 `.claude/rules/` 吗?**\nA: 在新项目里第一次跑会创建。不带 `--force` 重跑时,手工改过的内容都会保留 —— 上一次执行留下的 pass marker 会被识别,对应 pass 直接跳过。带 `--force` 重跑则会清空再生成 (改动也会一起没,这正是 `--force` 的本意)。详见 [docs/zh-CN/safety.md](docs/zh-CN/safety.md)。\n\n**Q: 我用的栈不在支持列表里,能加进去吗?**\nA: 能。新增一个栈大致需要 3 个 prompt 模板加一个域 scanner。完整的 8 步指南在 [CONTRIBUTING.md](CONTRIBUTING.md)。\n\n**Q: 怎么生成中文 (或其它语言) 文档?**\nA: `npx claudeos-core init --lang zh-CN`。10 种语言可选:en、ko、ja、zh-CN、es、vi、hi、ru、fr、de。\n\n**Q: monorepo 能用吗?**\nA: 能。Turborepo (`turbo.json`)、pnpm workspaces (`pnpm-workspace.yaml`)、Lerna (`lerna.json`)、npm/yarn workspaces (`package.json#workspaces`) 都由 stack-detector 自动识别,每个 app 单独分析。别的布局 (比如 NX) 虽然没有专门识别,但通用的 `apps/*/`、`packages/*/` 仍然能被各栈的 scanner 抓到。\n\n**Q: 如果 Claude Code 生成了我不认同的规则怎么办?**\nA: 直接改文件就行。改完顺手跑一下 `npx claudeos-core lint`,确认 CLAUDE.md 结构依然有效。之后 (不带 `--force`) 再跑 `init` 时,改动会保留 —— resume 机制会跳过已经有 marker 的 pass。\n\n**Q: bug 该报到哪里?**\nA: [GitHub Issues](https://github.com/claudeos-core/claudeos-core/issues)。安全相关的问题参见 [SECURITY.md](SECURITY.md)。\n\n---\n\n## 如果这为你省下了时间\n\nGitHub 上一颗 ⭐ 能让项目更容易被看到,也方便其他人发现它。issue、PR、栈模板贡献都欢迎,详见 [CONTRIBUTING.md](CONTRIBUTING.md)。\n\n---\n\n## 文档\n\n| 主题 | 阅读 |\n|---|---|\n| 4-pass 流水线的运作方式 (比图更深入) | [docs/zh-CN/architecture.md](docs/zh-CN/architecture.md) |\n| 架构的可视化图示 (Mermaid) | [docs/zh-CN/diagrams.md](docs/zh-CN/diagrams.md) |\n| 栈检测 — 每个 scanner 看的是什么 | [docs/zh-CN/stacks.md](docs/zh-CN/stacks.md) |\n| 记忆层 — decision log 与 failure patterns | [docs/zh-CN/memory-layer.md](docs/zh-CN/memory-layer.md) |\n| 5 个 validator 的详细说明 | [docs/zh-CN/verification.md](docs/zh-CN/verification.md) |\n| 所有 CLI 命令与选项 | [docs/zh-CN/commands.md](docs/zh-CN/commands.md) |\n| 手动安装 (不用 `npx`) | [docs/zh-CN/manual-installation.md](docs/zh-CN/manual-installation.md) |\n| Scanner 覆盖配置 — `.claudeos-scan.json` | [docs/zh-CN/advanced-config.md](docs/zh-CN/advanced-config.md) |\n| 安全:重新执行时哪些会被保留 | [docs/zh-CN/safety.md](docs/zh-CN/safety.md) |\n| 与同类工具的对比 (按范围,不是质量) | [docs/zh-CN/comparison.md](docs/zh-CN/comparison.md) |\n| 错误与恢复 | [docs/zh-CN/troubleshooting.md](docs/zh-CN/troubleshooting.md) |\n\n---\n\n## 贡献\n\n欢迎贡献,新增栈支持、改进 prompt、修 bug 都很欢迎。详见 [CONTRIBUTING.md](CONTRIBUTING.md)。\n\n行为准则与安全策略见 [CODE_OF_CONDUCT.md](CODE_OF_CONDUCT.md) 和 [SECURITY.md](SECURITY.md)。\n\n## 许可证\n\n[ISC License](LICENSE)。可自由用于任何用途,包括商业。© 2025–2026 ClaudeOS-Core contributors.\n\n---\n\n由 [claudeos-core](https://github.com/claudeos-core) 团队维护。issue 与 PR 请发至 。\n","readmeFilename":"README.zh-CN.md"}