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(kse) - A CLI tool and npm package for spec-driven development with AI coding assistants. NOT the Kiro IDE desktop application.","maintainers":[{"name":"heguangyong","email":"heguangyong@gmail.com"}],"readme":"# kse - Kiro Spec Engine\n\n[![npm version](https://badge.fury.io/js/kiro-spec-engine.svg)](https://badge.fury.io/js/kiro-spec-engine)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\n> **⚠️ 重要说明**: `kiro-spec-engine` (kse) 是一个 **npm 包和 CLI 工具**，用于 Spec 驱动开发。  \n> 它**不是** Kiro IDE 桌面应用程序。如果你在寻找 Kiro IDE，请访问 https://kiro.dev\n\n**AI 编码工具的上下文提供者** - 结构化你的项目需求、设计和任务，让 AI 助手帮你构建更好的软件。\n\n[English](README.md) | 简体中文\n\n---\n\n## 什么是 kse？\n\n**kse (Kiro Spec Engine) 是一个 AI 辅助开发的上下文管理系统。** 它帮助你将项目信息组织成结构化的 \"Spec\"（需求 → 设计 → 任务），让 AI 工具能够理解和有效使用。\n\n把 kse 想象成 **AI 助手的图书管理员** - 它组织和呈现项目上下文，让你的 AI 工具准确知道你在构建什么、为什么构建以及如何构建。\n\n### 工作原理\n\n```mermaid\ngraph LR\n    A[你创建 Spec] --> B[kse 组织上下文]\n    B --> C[AI 工具读取上下文]\n    C --> D[AI 生成更好的代码]\n```\n\n1. **你创建 Spec** - 在结构化的 markdown 文件中编写需求、设计和任务\n2. **kse 组织上下文** - 导出为 AI 工具优化的格式\n3. **AI 工具读取上下文** - 你的 AI 助手理解项目结构\n4. **AI 生成更好的代码** - 符合你设计和需求的代码\n\n### kse 不是什么\n\n- ❌ **不是代码生成器** - kse 不写代码；你的 AI 工具写代码\n- ❌ **不是 IDE** - kse 与你现有的开发工具配合使用\n- ❌ **不是特定 AI 工具** - 适用于 Claude、Cursor、Windsurf、Copilot 等任何 AI 工具\n- ❌ **不是文档的替代品** - 它是组织项目上下文的结构化方式\n\n### 谁应该使用 kse？\n\n- ✅ 使用 AI 编码助手的开发者（Claude、Cursor、Copilot 等）\n- ✅ 需要结构化项目文档的团队\n- ✅ 构建需要清晰需求和设计的功能的任何人\n- ✅ 受益于 Spec 驱动开发的项目\n\n## 为什么 kse 更有优势\n\n| 优势点 | kse 能力 | 实际收益 |\n| --- | --- | --- |\n| 结构化先行 | 需求 → 设计 → 任务 + gate 检查 | 降低返工和需求漂移 |\n| 自动闭环交付 | 单命令闭环（`auto close-loop`） | 不再分步骤等待人工确认 |\n| 多 Agent 扩展 | DAG 编排（`orchestrate run/status/stop`） | 并行交付，不再手工开多终端 |\n| 自动主从拆分 | 目标自动拆成 Master/Sub Spec 并建立依赖 | 复杂需求自动转成可并行执行计划 |\n| 程序级自愈闭环 | `auto close-loop-program` 自动恢复 + 策略记忆 | 失败/部分失败会自动续跑，直到有界收敛 |\n| 队列驱动自治执行 | `auto close-loop-controller` 持续消费目标队列 | 程序级积压目标无需人工反复触发 |\n| 自治收敛治理 | Program Gate（最小成功率 + 最大风险）+ 审计 JSON 导出 | 完成结果可按策略验收且全程可追溯 |\n| 结果可量化 | KPI 自动化（`value metrics snapshot/baseline/trend`） | 周度趋势可追踪、可审计 |\n| 工具无锁定 | 兼容 Claude/Cursor/Windsurf/Copilot/Kiro | 团队可保留现有 AI 工具链 |\n| 治理内建 | 文档治理、锁机制、审计、环境/工作区管理 | 协作更稳定，过程可回放 |\n\n### 90 秒价值验证\n\n```bash\n# 1) 在当前仓库启用 kse\nkse adopt\n\n# 2) 生成 Spec 工作流草稿\nkse spec bootstrap --name 01-00-demo-feature --non-interactive\n\n# 3) 生成 KPI 输入样例\nkse value metrics sample --out ./kpi-input.json --json\n\n# 4) 产出机器可读 KPI 快照\nkse value metrics snapshot --input ./kpi-input.json --json\n```\n\n---\n\n## 快速开始\n\n### 最简单的方式（30 秒）⚡\n\n**只需告诉你的 AI：**\n\n```\n安装 kse 并用它以 Spec 驱动开发的方式管理这个项目。\n```\n\n**你的 AI 会：**\n1. 全局安装 kse（`npm install -g kiro-spec-engine`）\n2. 在项目中采用它（`kse adopt`）\n3. 阅读方法论指南（`.kiro/README.md`）\n4. 按照 Spec 驱动方式开始工作\n\n**就这样！** 你的 AI 处理一切。不需要手动步骤。\n\n---\n\n### 分步指南（如果你想了解细节）📋\n\n<details>\n<summary><b>点击展开详细步骤</b></summary>\n\n#### 步骤 1：安装 kse（30 秒）\n\n```bash\nnpm install -g kiro-spec-engine\n```\n\n验证安装：\n```bash\nkse --version\n```\n\n#### 步骤 2：在项目中采用 kse（30 秒）\n\n导航到项目目录并运行：\n\n```bash\ncd your-project\nkse adopt\n```\n\n这会创建一个 `.kiro/` 目录，包含：\n- `README.md` - 给 AI 的项目开发指南\n- `specs/` - Spec 存放位置\n- `steering/` - 开发规则（可选）\n\n#### 步骤 3：告诉 AI 项目的开发方法（30 秒）\n\n**在你的 AI 工具中（Cursor、Claude、Windsurf、Kiro 等），说：**\n\n```\n请阅读 .kiro/README.md 了解项目的开发方法。\n```\n\n**你的 AI 会学到：**\n- 这个项目遵循 Spec 驱动开发\n- 每个功能都从 Spec 开始（需求 + 设计 + 任务）\n- 如何按照这个方法论工作\n- 何时使用 kse 命令\n\n#### 步骤 4：开始构建功能\n\n**自然地让 AI 实现功能：**\n\n```\n我需要一个用邮箱和密码登录的功能。\n```\n\n**你的 AI 会自动：**\n1. 创建包含需求、设计和任务的 Spec\n2. 按照 Spec 实现\n3. 随着工作进展更新任务状态\n4. 内部使用 kse 命令（你不需要运行它们）\n\n**示例对话：**\n- **你**：\"我需要用邮箱和密码登录的功能\"\n- **AI**：\"我会为此创建一个 Spec。让我定义需求...\"\n- **AI**：\"这是设计... 现在我会实现任务 1.1...\"\n- **AI**：\"任务 1.1 完成。继续任务 1.2...\"\n\n</details>\n\n---\n\n**关键洞察：** 你不是\"使用 kse\" - 你的项目\"遵循 Spec 驱动方法论\"，kse 帮助执行它。AI 为你处理所有 kse 命令。\n\n### 步骤 5：下一步（30 秒）\n\n- 📖 阅读[快速开始指南](docs/zh/quick-start.md)获取详细示例\n- 🔧 查看你的工具集成指南：[Cursor](docs/zh/tools/cursor-guide.md) | [Claude](docs/zh/tools/claude-guide.md) | [Windsurf](docs/zh/tools/windsurf-guide.md)\n- 💡 了解[集成模式](docs/integration-modes.md)\n\n---\n\n## 核心概念\n\n### Spec\n\n**Spec** 是功能或项目组件的结构化描述。每个 Spec 包含：\n\n- **需求** (`requirements.md`) - 你要构建什么以及为什么\n- **设计** (`design.md`) - 如何构建（架构、API、组件）\n- **任务** (`tasks.md`) - 分步实现清单\n\n### 上下文导出\n\n**上下文导出**将你的 Spec 转换为 AI 工具优化的格式。它包括：\n- 所有需求、设计决策和任务\n- 项目结构和约定\n- Steering 规则（可选）用于 AI 行为\n\n### 集成模式\n\nkse 支持三种与 AI 工具协作的方式：\n\n1. **原生集成** - AI 工具直接访问 kse（Kiro IDE）\n2. **手动导出** - 你导出并粘贴上下文（Claude、ChatGPT、Cursor）\n3. **Watch 模式** - 文件更改时自动更新上下文（所有工具）\n\n了解更多：[集成模式指南](docs/integration-modes.md)\n\n---\n\n## 与 AI 工具集成\n\nkse 适用于任何 AI 编码助手。选择你的工具获取具体指导：\n\n### 流行的 AI 工具\n\n- **[Cursor](docs/zh/tools/cursor-guide.md)** - 带 AI 结对编程的 IDE\n- **[Claude Code](docs/zh/tools/claude-guide.md)** - Anthropic 的编码助手\n- **[Windsurf](docs/zh/tools/windsurf-guide.md)** - 支持命令执行的 AI 代理\n- **[Kiro](docs/zh/tools/kiro-guide.md)** - 原生集成，无需手动导出\n- **[VS Code + Copilot](docs/zh/tools/vscode-guide.md)** - GitHub Copilot 集成\n- **[通用 AI 工具](docs/zh/tools/generic-guide.md)** - 适用于任何 AI 助手\n\n### 集成工作流\n\n```mermaid\nsequenceDiagram\n    participant 你\n    participant AI工具\n    participant kse\n    你->>AI工具: \"我有一个 user-login 的 Spec，实现任务 1.1\"\n    AI工具->>kse: kse context export user-login\n    kse->>AI工具: Spec 内容（需求、设计、任务）\n    AI工具->>AI工具: 根据 Spec 生成代码\n    AI工具->>你: 这是实现\n    AI工具->>kse: 更新 tasks.md（标记任务完成）\n```\n\n**关键洞察：** 你留在 AI 工具中。AI 读取 Spec 并生成符合你设计的代码。\n\n---\n\n## 文档\n\n### 入门指南\n- 📖 **[快速开始指南](docs/zh/quick-start.md)** - 详细的 5 分钟教程\n- 🤔 **[常见问题](docs/faq.md)** - 常见问题解答\n- 🔧 **[故障排除](docs/troubleshooting.md)** - 常见问题和解决方案\n\n### 核心指南\n- 📋 **[Spec 工作流](docs/spec-workflow.md)** - 深入理解 Spec\n- 🔢 **[Spec 编号策略](docs/zh/spec-numbering-guide.md)** - 如何为 Spec 编号\n- 📄 **[文档治理](docs/document-governance.md)** - 自动化文档管理\n- 🎭 **[场景运行时指南](docs/scene-runtime-guide.md)** - 模板引擎、质量流水线、Ontology、Moqui ERP\n- 🤖 **[多 Agent 协调指南](docs/multi-agent-coordination-guide.md)** - 多 Agent 并行协调\n- 📈 **[Value 可观测指南](docs/zh/value-observability-guide.md)** - KPI 快照、基线、趋势与门禁证据\n- 🔌 **[集成模式](docs/integration-modes.md)** - 三种集成 kse 的方式\n- 📝 **[命令参考](docs/command-reference.md)** - 所有 kse 命令\n\n### 工具特定指南\n- [Cursor 集成](docs/zh/tools/cursor-guide.md)\n- [Claude Code 集成](docs/zh/tools/claude-guide.md)\n- [Windsurf 集成](docs/zh/tools/windsurf-guide.md)\n- [Kiro 集成](docs/zh/tools/kiro-guide.md)\n- [VS Code + Copilot 集成](docs/zh/tools/vscode-guide.md)\n- [通用 AI 工具](docs/zh/tools/generic-guide.md)\n\n### 示例\n- [API 功能示例](docs/examples/add-rest-api/) - RESTful API Spec\n- [UI 功能示例](docs/examples/add-user-dashboard/) - React 仪表板 Spec\n- [CLI 功能示例](docs/examples/add-export-command/) - CLI 命令 Spec\n\n### 高级主题\n- [采用指南](docs/adoption-guide.md) - 在现有项目中采用 kse\n- [升级指南](docs/upgrade-guide.md) - 版本升级说明\n- [发布归档](docs/zh/releases/README.md) - 版本化发布说明与验证报告入口\n- [发布说明 v1.46.2](docs/zh/releases/v1.46.2.md) - 当前版本更新亮点\n- [验证报告 v1.46.2](docs/zh/releases/v1.46.2-validation.md) - 发布就绪验证与证据结果\n- [发布检查清单](docs/zh/release-checklist.md) - 可重复执行的发版前核验流程\n- [手动工作流](docs/manual-workflows-guide.md) - 分步工作流\n- [开发者指南](docs/developer-guide.md) - 贡献和扩展 kse\n\n### 完整文档\n- 📚 **[文档索引](docs/zh/README.md)** - 所有文档集中在一处\n\n---\n\n## 主要功能\n\n### Autonomous Control（自动闭环）🚀\n- **自动闭环推进**：`kse auto close-loop \"<目标>\"` 从目标拆分到编排完成全程自动推进\n- **自动主从拆分**：自动生成 Master/Sub Spec 组合、依赖关系与 Agent 分配\n- **语义分解 + 实时状态流**：按目标语义自动归类拆分，并实时输出编排进度（可用 `--no-stream` 关闭）\n- **会话恢复与归档治理**：支持 `--resume interrupted`（或 `--resume latest`）续跑，并可用 `kse auto session list/prune`、`kse auto batch-session list/prune`、`kse auto controller-session list/prune` 管理会话归档\n- **终态收敛**：输出统一执行结果（completed/failed/stopped），避免中途等待人工逐步确认\n\n### Spec 驱动开发\n使用需求 → 设计 → 任务工作流结构化你的工作\n\n### KPI 自动化与可观测 🚀 v1.46.2 新增\n- **统一指标契约**：从 `metric-definition.yaml` 加载并校验 KPI 定义\n- **周快照流水线**：生成包含风险级别和审计原因的 machine-readable 快照\n- **基线与趋势分析**：基于历史快照生成 baseline，并自动识别连续恶化趋势\n- **门禁可复用摘要**：输出 Day30/Day60 可直接消费的 summary 与证据路径\n- **CLI 命令**：`value metrics sample`、`value metrics snapshot`、`value metrics baseline`、`value metrics trend`，支持 `--json`\n\n### 多工作区管理 🚀 v1.11.0 新功能\n- **工作区注册表**：从单一位置管理多个 kse 项目\n- **快速切换**：无需目录导航即可在项目间切换\n- **数据原子性**：单一数据源（`~/.kse/workspace-state.json`）\n- **跨平台**：Windows/Linux/macOS 一致的路径处理\n- **自动迁移**：从旧版工作区格式无缝升级\n\n### 环境配置管理 🚀 v1.14.0 新功能\n- **环境注册表**：管理多个环境配置（dev, test, staging, prod）\n- **快速切换**：自动备份的环境切换\n- **自动备份**：每次切换前创建时间戳备份\n- **回滚支持**：即时恢复上一个环境配置\n- **验证功能**：切换后验证环境配置\n- **命令执行**：在特定环境上下文中运行命令\n- **跨平台**：在 Windows、Linux 和 macOS 上无缝工作\n\n### Moqui ERP 集成 🚀 v1.39.0 新增\n- **Moqui ERP 适配器**: 将 KSE 场景运行时连接到 Moqui ERP 实例\n  - `MoquiClient` — 支持 JWT 认证生命周期（登录、刷新、重登录、登出）和重试逻辑的 HTTP 客户端\n  - `MoquiAdapter` — 处理 `spec.erp.*` 和 `moqui.*` 引用的绑定处理器，支持实体 CRUD、服务调用、屏幕发现\n- **场景模板提取器**（v1.40.0）: 分析 Moqui 资源，识别业务模式，生成可复用场景模板\n  - 按 Header/Item 后缀模式分组实体（如 OrderHeader + OrderItem → 复合模式）\n  - 基于模式的清单生成，包含治理合约\n- **CLI 命令**: `scene connect`、`scene discover`、`scene extract`，支持 `--json` 输出\n\n### 多 Agent 并行协调 🚀 v1.43.0 新增\n- **Agent 注册表**: 基于 MachineIdentifier 的 Agent 生命周期管理，心跳监控和不活跃清理\n- **任务锁管理器**: 基于文件的任务锁定，原子操作，单 Agent 向后兼容\n- **任务状态存储**: 并发安全的任务状态更新，指数退避重试\n- **Steering 文件锁**: 写入串行化，pending 文件降级回退\n- **合并协调器**: 每个 Agent 独立 Git 分支（`agent/{agentId}/{specName}`），冲突检测，自动合并\n- **中央协调器**: 基于依赖的就绪任务计算，任务分配，进度跟踪\n- **零开销**: 单 Agent 模式下所有组件为无操作（完全向后兼容）\n\n[了解更多多 Agent 协调 →](docs/multi-agent-coordination-guide.md)\n\n### Agent 编排器 🚀 v1.45.0 新增\n- **自动化多 Agent Spec 执行**: 一条命令替代手工开多个终端分配 Spec 给 Codex Agent\n- **DAG 依赖调度**: 分析 Spec 间依赖关系，拓扑排序计算执行批次\n- **并行执行**: 通过 Codex CLI 子进程同时运行多个 Spec（`--max-parallel` 控制并行度）\n- **失败传播**: 失败 Spec 的下游依赖自动标记为 skipped\n- **重试机制**: 可配置的失败自动重试\n- **实时监控**: 跟踪每个 Spec 状态和整体编排进度\n- **优雅终止**: 干净停止所有子 Agent（SIGTERM → SIGKILL）\n- **可配置**: 通过 `.kiro/config/orchestrator.json` 配置 Codex 命令、参数、并行度、超时、重试次数\n\n**快速开始**:\n```bash\n# 并行运行 3 个 Spec\nkse orchestrate run --specs \"spec-a,spec-b,spec-c\" --max-parallel 3\n\n# 查看编排进度\nkse orchestrate status\n\n# 停止所有子 Agent\nkse orchestrate stop\n```\n\n**推荐 Codex 编排配置（`.kiro/config/orchestrator.json`）**:\n```json\n{\n  \"agentBackend\": \"codex\",\n  \"maxParallel\": 3,\n  \"timeoutSeconds\": 900,\n  \"maxRetries\": 2,\n  \"rateLimitMaxRetries\": 6,\n  \"rateLimitBackoffBaseMs\": 1000,\n  \"rateLimitBackoffMaxMs\": 30000,\n  \"rateLimitAdaptiveParallel\": true,\n  \"rateLimitParallelFloor\": 1,\n  \"rateLimitCooldownMs\": 30000,\n  \"apiKeyEnvVar\": \"CODEX_API_KEY\",\n  \"codexArgs\": [\"--skip-git-repo-check\"],\n  \"codexCommand\": \"npx @openai/codex\"\n}\n```\n\n如果你已全局安装 Codex CLI，可将 `\"codexCommand\"` 改为 `\"codex\"`。\n可通过 `rateLimit*` 配置吸收 429/too-many-requests 等限流抖动，避免编排流程卡死。\n\n### Spec 级 Steering 与上下文同步 🚀 v1.44.0 新增\n- **Spec Steering (L4)**: 每个 Spec 独立的 `steering.md`，包含约束、注意事项、决策记录 — 跨 Agent 零冲突\n- **Steering 加载器**: 统一 L1-L4 四层 Steering 加载，优先级合并\n- **上下文同步管理器**: 多 Agent 友好的 CURRENT_CONTEXT.md，结构化 Spec 进度表，并发安全更新\n- **Spec 生命周期管理器**: 状态机（planned → assigned → in-progress → completed → released），自动完成检测\n- **同步屏障**: Agent 切换 Spec 时的同步检查 — 未提交更改检测 + Steering 重新加载\n- **Coordinator 集成**: 任务完成时自动检测 Spec 完成，任务分配时运行同步屏障\n\n### 场景 Ontology 增强 🚀 v1.42.0 新增\n- **OntologyGraph**: 绑定引用语义关系图（depends_on、composes、extends、produces）\n- **Action Abstraction**: 每个绑定的 intent、preconditions、postconditions，提升 AI 可读性\n- **Data Lineage**: governance_contract 中的数据血缘追踪（source → transform → sink）\n- **Agent-Ready Metadata**: `agent_hints` 字段（summary、complexity、duration、permissions、sequence）\n- **Agent Readiness 评分**: 质量评分新增可选加分维度（最高 +10 分）\n- **CLI 命令**: `scene ontology show|deps|validate|actions|lineage|agent-info`，支持 `--json`\n\n### 场景模板质量流水线 🚀 v1.41.0 新增\n- **模板 Lint 引擎**: 10 类质量检查（清单完整性、绑定引用、治理合约、一致性、变量、文档、Action Abstraction、Data Lineage、Agent Hints）\n- **质量评分计算器**: 4 维度评分 + agent_readiness 加分（合约有效性、lint 通过率、文档质量、治理完整性 + Agent Readiness 最高 +10），0-100+ 分制\n- **一站式贡献流水线**: 验证 → Lint → 评分 → 预览 → 发布，一条命令完成\n- **CLI 命令**: `scene lint`、`scene score`、`scene contribute`，支持 `--strict`、`--dry-run`、`--skip-lint`、`--json`\n\n### 场景模板引擎 🚀 v1.25.0 新增\n- **模板变量 Schema**: 在 scene-package.json 中定义类型化变量（string, number, boolean, enum, array）及验证规则\n- **多文件渲染**: 递归模板处理，支持 `{{variable}}` 替换、`{{#if}}` 条件、`{{#each}}` 循环\n- **三层继承**: L1-能力层 / L2-领域层 / L3-实例层包层级结构，支持 schema 和文件合并\n- **CLI 命令**: `scene template-validate`、`scene template-resolve`、`scene template-render`，支持 `--json` 输出\n\n### DevOps 集成基础 🚀\n- **运维 Spec 管理**：标准化运维文档（部署、监控、故障排查等）\n- **渐进式 AI 自主**：L1-L5 接管级别，逐步实现 AI 运维控制\n- **审计日志**：基于 SHA-256 的防篡改审计追踪\n- **反馈集成**：自动化用户反馈处理和分析\n- **权限管理**：基于环境的安全控制（开发、测试、预生产、生产）\n- **运维验证**：完整的 spec 验证和清晰的错误报告\n\n### 文档治理\n- 自动化文档生命周期管理\n- 强制执行清洁项目结构\n- 临时文件清理\n- 产物组织\n- Git hooks 合规性检查\n\n### 多用户协作\n- 团队成员的个人工作空间\n- 任务认领和跟踪\n- 工作空间同步\n\n### 跨工具兼容性\n为 Claude Code、Cursor、Windsurf、Copilot 等导出上下文\n\n### Watch 模式自动化\n自动文件监控和上下文更新\n\n### 质量增强\n- 文档质量评分（0-10 分）\n- 智能改进建议\n- 专业标准执行\n\n### 多语言支持\n英文和中文界面\n\n---\n\n## 命令概览\n\n```bash\n# 项目设置\nkse adopt                          # 在现有项目中采用 kse\nkse create-spec <name>             # 兼容旧版：仅创建空 Spec 目录\n\n# 自动闭环主从编排（单命令）\nkse auto close-loop \"<目标>\"        # 自动拆分 Master/Sub Spec 并推进到完成态\nkse auto close-loop --resume interrupted # 从最近一个未完成 close-loop 会话续跑\nkse auto close-loop 继续           # 简写：续跑最近一个未完成 close-loop 会话\nkse auto continue                  # 快捷命令：续跑最近一个未完成 close-loop 会话\nkse auto close-loop \"<目标>\" --dry-run --json  # 仅预览拆分与依赖计划\nkse auto close-loop-program \"<目标>\" --program-govern-until-stable --program-govern-use-action 1 --json # 程序级自动恢复 + 治理循环（含 remediation action 执行）直到稳定\nkse auto close-loop-controller .kiro/auto/program-queue.lines --wait-on-empty --dequeue-limit 2 --json # 队列驱动自治控制器，持续处理广义目标积压\nkse auto close-loop-controller --controller-resume latest --json # 从最近一次 controller 检查点恢复自治推进\nkse auto controller-session list --limit 50 --json # 查看持久化 close-loop-controller 摘要会话\nkse auto controller-session prune --keep 20 --older-than-days 14 --dry-run --json # 按保留策略清理旧 controller 摘要\nkse auto observability snapshot --days 14 --json # 统一自治可观测快照（会话 + 治理 + 趋势）\nkse auto spec status 121-00-master --json # 面向 Agent 的结构化 Spec 状态接口\nkse auto spec instructions 121-02-sub-track --json # 面向 Agent 的 Spec 执行指令接口\nkse auto schema check --json # 检查自治归档 schema 兼容性\nkse auto schema migrate --apply --json # 回填/迁移自治归档 schema_version\n\n# Spec 工作流（推荐）\nkse spec bootstrap --name <spec> --non-interactive          # 生成 requirements/design/tasks 初稿\nkse spec pipeline run --spec <spec>                         # 对单个 Spec 执行分阶段流程\nkse spec gate run --spec <spec> --json                      # 执行标准化 Spec 闸口检查\nkse spec bootstrap --specs \"<spec-a,spec-b>\" --max-parallel <N>  # 多 Spec 默认转 orchestrate\nkse spec pipeline run --specs \"<spec-a,spec-b>\" --max-parallel <N> # 多 Spec 默认转 orchestrate\nkse spec gate run --specs \"<spec-a,spec-b>\" --max-parallel <N>     # 多 Spec 默认转 orchestrate\n\n# 上下文管理\nkse context export <spec-name>     # 为 AI 工具导出上下文\nkse prompt generate <spec> <task>  # 生成任务特定提示\n\n# KPI 自动化与可观测（v1.46.2 新增）\nkse value metrics sample --out <path> --json               # 生成 KPI 输入样例 JSON\nkse value metrics snapshot --input <path> --json          # 生成周度 KPI 快照 + gate 摘要\nkse value metrics baseline --from-history <N> --json      # 从最早 N 个快照生成 baseline\nkse value metrics trend --window <N> --json               # 基于最近 N 个快照分析趋势与风险\nkse auto kpi trend --weeks 8 --period week --json         # 聚合自动交付 KPI 趋势（支持周/日桶 + 异常信号）\nkse auto kpi trend --weeks 8 --period day --csv --out <path> # 以 CSV 导出自动 KPI 趋势\nkse auto kpi trend --weeks 8 --mode controller --json     # 仅查看 close-loop-controller 会话趋势\n\n# 工作区管理（v1.11.0 新增）\nkse workspace create <name> [path] # 注册新工作区\nkse workspace list                 # 列出所有工作区\nkse workspace switch <name>        # 切换活动工作区\nkse workspace info [name]          # 显示工作区详情\nkse workspace remove <name>        # 删除工作区\n\n# 环境管理（v1.14.0 新增）\nkse env list                       # 列出所有环境\nkse env switch <name>              # 切换到环境（自动备份）\nkse env info                       # 显示活动环境详情\nkse env register <config-file>     # 注册新环境\nkse env unregister <name>          # 删除环境\nkse env rollback                   # 回滚到上一个环境\nkse env verify                     # 验证当前环境\nkse env run \"<command>\"            # 在环境上下文中运行命令\n\n# 场景模板引擎 (v1.25.0 新增)\nkse scene template-validate --package <path>   # 验证模板变量 schema\nkse scene template-resolve --package <name>    # 解析继承链和合并 schema\nkse scene template-render --package <name> --values <json> --out <dir>  # 渲染模板文件\n\n# Moqui ERP 集成 (v1.39.0 新增)\nkse scene connect --config <path>              # 测试 Moqui ERP 实例连接\nkse scene discover --config <path>             # 发现 Moqui 实体、服务、屏幕\nkse scene extract --config <path> --out <dir>  # 从 Moqui 提取场景模板 (v1.40.0)\n\n# 场景模板质量流水线 (v1.41.0 新增)\nkse scene lint --package <path>                # Lint 场景包质量检查\nkse scene score --package <path>               # 计算质量评分 (0-100)\nkse scene contribute --package <path>          # 一站式验证 → lint → 评分 → 发布\n\n# 场景 Ontology (v1.42.0 新增)\nkse scene ontology show --package <path>       # 显示 Ontology 图\nkse scene ontology deps --ref <ref>            # 查询依赖链\nkse scene ontology impact --ref <ref>          # 分析反向影响面\nkse scene ontology path --from <ref> --to <ref> # 查询最短关系路径\nkse scene ontology validate --package <path>   # 验证图一致性\nkse scene ontology actions --ref <ref>         # 显示 Action Abstraction\nkse scene ontology lineage --ref <ref>         # 显示数据血缘\nkse scene ontology agent-info --package <path> # 显示 Agent Hints\n\n# Agent 编排 (v1.45.0 新增)\nkse orchestrate run --specs \"<spec列表>\" --max-parallel <N>  # 启动多 Agent 编排\nkse orchestrate status                         # 查看编排进度\nkse orchestrate stop                           # 停止所有子 Agent\n\n# 说明：当使用 --specs 调用 kse spec bootstrap/pipeline run/gate run 时，会默认转到 orchestrate 模式\n\n# DevOps 运维\nkse ops init <project-name>        # 初始化运维 specs\nkse ops validate [<project>]       # 验证运维完整性\nkse ops audit [options]            # 查询审计日志\nkse ops takeover <action>          # 管理 AI 接管级别\nkse ops feedback <action>          # 管理用户反馈\n\n# 任务管理\nkse task claim <spec> <task-id>    # 认领任务\nkse task list <spec>               # 列出已认领任务\n\n# 文档治理\nkse docs diagnose                  # 检查文档合规性\nkse docs cleanup                   # 删除临时文件\nkse docs validate                  # 验证文档结构\nkse docs archive --spec <name>     # 组织 Spec 产物\nkse docs hooks install             # 安装 Git pre-commit hooks\n\n# 自动化\nkse watch start                    # 启动 watch 模式\nkse watch status                   # 检查 watch 状态\n\n# 项目信息\nkse status                         # 项目状态\nkse workflows                      # 列出可用工作流\n```\n\n查看[命令参考](docs/command-reference.md)获取完整文档。\n\n---\n\n## 贡献与支持\n\n### 获取帮助\n\n- 📖 **文档**：从[快速开始指南](docs/zh/quick-start.md)开始\n- 🐛 **Bug 报告**：[GitHub Issues](https://github.com/heguangyong/kiro-spec-engine/issues)\n- 💬 **讨论**：[GitHub Discussions](https://github.com/heguangyong/kiro-spec-engine/discussions)\n\n### 贡献\n\n我们欢迎贡献！查看我们的[贡献指南](CONTRIBUTING.md)了解：\n- 代码贡献\n- 文档改进\n- Bug 报告和功能请求\n- 翻译帮助\n\n### 开发设置\n\n```bash\ngit clone https://github.com/heguangyong/kiro-spec-engine.git\ncd kiro-spec-engine\nnpm install\nnpm link  # 用于本地开发\nnpm test  # 运行测试\n```\n\n---\n\n## 许可证\n\nMIT 许可证 - 详见 [LICENSE](LICENSE) 文件。\n\n---\n\n## 致谢\n\n- 受 **西西弗斯** 神话和高贵奋斗概念的启发\n- 建立在 **Kiro** Spec 驱动开发的基础上\n- 受 **oh-my-opencode** 和 Ultrawork 宣言的影响\n\n---\n\n**准备好增强你的 AI 辅助开发了吗？** 🚀\n\n```bash\nnpm install -g kiro-spec-engine\nkse adopt\nkse spec bootstrap --name 01-00-my-first-feature --non-interactive\n```\n\n---\n\n**版本**：1.47.4  \n**最后更新**：2026-02-15\n\n\n","readmeFilename":"README.zh.md"}