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Chat"},"license":"MIT","homepage":"https://github.com/Optima-Chat/optima-agent#readme","keywords":["ai","agent","claude","ecommerce","cli"],"repository":{"type":"git","url":"git+https://github.com/Optima-Chat/optima-agent.git"},"description":"基于 Claude Agent SDK 的电商运营 AI 助手","maintainers":[{"name":"veryverypro","email":"xuhao@optima.chat"}],"readme":"# Optima Agent\n\n基于 [Claude Agent SDK](https://www.npmjs.com/package/@anthropic-ai/claude-agent-sdk) 的电商运营 AI 助手。\n\n[![npm version](https://badge.fury.io/js/@optima-chat%2Foptima-agent.svg)](https://www.npmjs.com/package/@optima-chat/optima-agent)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\n## 快速开始\n\n### 安装\n\n```bash\nnpm install -g @optima-chat/optima-agent@latest\n```\n\n### 认证\n\n```bash\nexport ANTHROPIC_API_KEY=your-api-key\n```\n\n或使用 Claude Code 的认证（`~/.claude/`）。\n\n### 使用\n\n```bash\n# 交互模式（终端对话）\noptima\n\n# Headless 模式（容器内运行，stdin/stdout JSON）\noptima headless\n\n# 服务器模式（HTTP + WebSocket）\noptima serve --port 3000\n\n# 单次查询\noptima -p \"查看商品列表\"\n```\n\n## 功能特性\n\n### 核心能力\n\n- **店铺管理** - 查看和更新店铺信息\n- **商品管理** - 创建、编辑、查询商品\n- **订单处理** - 发货、退款、订单查询\n- **库存管理** - 监控库存、调整数量\n- **运费与物流** - 运费配置、运单查询、物流追踪\n- **国际化** - 多语言翻译管理\n- **店铺配置** - 首页、集合、商品详情页\n- **图像/视频/语音** - AI 生成产品图片、视频、TTS/ASR\n- **音视频处理** - 视频合成、压缩、裁切、格式转换\n- **浏览器自动化** - 网页操作、Workflow 录制与回放\n- **广告投放** - Google Ads 管理\n- **选品调研** - Amazon 产品分析、1688 供应商sourcing\n- **竞品研究** - Shein、TikTok Shop 产品搜索\n- **网红营销** - TikTok/Instagram 达人发现与分析\n- **数据分析** - 销售数据和趋势\n- **评价管理** - 审核、回复、AI 生成评价\n- **自动化监控** - 定时规则、巡检、审批\n- **Shopify 集成** - 店铺连接、商品/订单/库存同步\n- **交互式问答** - 执行任务时向用户提问（架构选择、方案确认等）\n\n### 执行模式\n\n| 模式 | 用途 | 特性 |\n|------|------|------|\n| Stream | 本地终端交互 | Context 可视化、命令菜单、实时统计 |\n| Headless | 容器内运行 | stdin/stdout JSON、多对话管理、会话恢复 |\n| Server | 多客户端服务 | WebSocket、完整统计、Abort 支持 |\n| 单次查询 | 命令行执行 | 快速查询、支持 JSON 输出 |\n\n## 可用 Skills\n\n| Skill | 用途 |\n|-------|------|\n| merchant | 店铺信息管理 |\n| product | 商品管理 |\n| order | 订单处理与发货 |\n| inventory | 库存管理与监控 |\n| shipping | 运费配置与管理 |\n| logistics | 物流运单与追踪 |\n| i18n | 国际化翻译 |\n| collection | 商品集合管理 |\n| homepage | 店铺首页配置 |\n| product-page | 商品详情页配置 |\n| review | 评价管理与 AI 生成 |\n| comfy | 图像/视频/语音生成（TTS/ASR） |\n| ffmpeg | 音视频处理（合成、压缩、裁切） |\n| browser | 浏览器自动化与 Workflow 录制回放 |\n| ads | Google Ads 广告投放 |\n| scout | Amazon 选品与 1688 供应商sourcing |\n| shein | Shein 产品搜索与快时尚调研 |\n| tiktok | TikTok 网红营销与 Shop 产品研究 |\n| instagram | Instagram 达人发现与内容分析 |\n| shopify | Shopify 店铺集成与同步 |\n| bi | 销售数据与趋势分析 |\n| sentinel | 自动化监控规则与巡检 |\n| markdown-pdf | Markdown 导出 PDF |\n\n## 交互式问答 (AskUserQuestion)\n\nClaude 可以在执行任务时向用户提问，用于：\n- **架构选择** - 选择技术栈、库、框架等\n- **方案确认** - 多个实现方案，让用户决策\n- **需求澄清** - 遇到模糊需求时请求明确\n\n### 各模式支持情况\n\n| 模式 | 支持 | 交互方式 |\n|------|------|----------|\n| Stream (CLI) | ✅ | 终端菜单（箭头键/Space/Enter） |\n| Headless | ✅ | JSON 消息协议（ask_question/answer_question） |\n| Server | ✅ | WebSocket 消息协议 |\n| 单次查询 | ❌ | 自动拒绝（提示使用交互模式） |\n\n### 示例：终端交互\n\n```bash\noptima\n\n> 我需要实现用户认证，请帮我选择方案\n\n🤔 Claude 需要你的输入\n\nAuth method\nWhich authentication method should we use?\n\n○ OAuth 2.0\n  Industry standard, supports multiple providers\n\n○ JWT\n  Stateless, simple to implement\n\n● Session\n  Traditional approach, server-side state\n\n            [取消]  [确认] ✓\n```\n\n### Headless/Server 消息协议\n\n**ask_question 事件** (后端 → 前端):\n```json\n{\n  \"type\": \"ask_question\",\n  \"conversation_id\": \"conv_123\",\n  \"request_id\": \"ask_question_xxx\",\n  \"questions\": [{\n    \"question\": \"Which method?\",\n    \"header\": \"Auth\",\n    \"options\": [\n      {\"label\": \"OAuth 2.0\", \"description\": \"Industry standard\"},\n      {\"label\": \"JWT\", \"description\": \"Stateless\"}\n    ],\n    \"multiSelect\": false\n  }]\n}\n```\n\n**answer_question 消息** (前端 → 后端):\n```json\n{\n  \"type\": \"answer_question\",\n  \"request_id\": \"ask_question_xxx\",\n  \"answers\": {\n    \"0\": \"OAuth 2.0\"\n  }\n}\n```\n\n详细文档：[docs/ask-user-question-implementation.md](docs/ask-user-question-implementation.md)\n\n## 配置\n\n项目根目录可选配置：\n\n**OPTIMA.json** - 配置选项\n```json\n{\n  \"model\": \"claude-sonnet-4-5-20250929\",\n  \"maxTurns\": 50\n}\n```\n\n**OPTIMA.md** - 自定义 System Prompt\n```markdown\n# 项目规则\n\n- 使用简体中文\n- 优先使用现有库存\n```\n\n## API 使用\n\n```typescript\nimport { OptimaAgent } from '@optima-chat/optima-agent';\n\nconst agent = new OptimaAgent({\n  model: 'claude-sonnet-4-5-20250929',\n  maxTurns: 50,\n});\n\nfor await (const event of agent.chat('查看商品列表')) {\n  if (event.type === 'assistant') {\n    console.log(event.message);\n  }\n}\n\n// 重置会话\nagent.reset();\n```\n\n## 技术架构\n\n```\n┌─────────────────────────────────────────────────────────────────┐\n│                        用户界面层                                │\n│  ┌──────────────────┐              ┌──────────────────┐        │\n│  │   终端 CLI       │              │   HTTP Server    │        │\n│  │  (Stream Mode)   │              │   (WebSocket)    │        │\n│  └────────┬─────────┘              └────────┬─────────┘        │\n└───────────┼──────────────────────────────────┼──────────────────┘\n            │                                  │\n            └──────────────┬───────────────────┘\n                           ▼\n┌─────────────────────────────────────────────────────────────────┐\n│                      Optima Agent 核心                           │\n│  ┌───────────────────────────────────────────────────────────┐  │\n│  │                  Claude Agent SDK                          │  │\n│  │  • 流式输出  • 上下文管理  • Hooks  • 会话恢复             │  │\n│  └───────────────────────────────────────────────────────────┘  │\n│                             │                                    │\n│  ┌──────────────┬──────────┴──────────┬──────────────┐         │\n│  │              │                      │              │         │\n│  ▼              ▼                      ▼              ▼         │\n│ Skills      System Prompt          Tools         MCP Server    │\n│ (23个)      (引导逻辑)           (Bash/Read..)    (Memory)      │\n└──────────────────────┬──────────────────────────────────────────┘\n                       │\n        ┌──────────────┼──────────────┐\n        ▼              ▼               ▼\n┌─────────────┐  ┌──────────┐  ┌──────────────┐\n│ commerce    │  │  comfy   │  │ google-ads   │\n│   -cli      │  │   -cli   │  │    -cli      │  ...\n│             │  │          │  │              │\n│ 商品·订单   │  │ 图像·视频 │  │   广告投放    │\n└─────────────┘  └──────────┘  └──────────────┘\n```\n\n### 技术栈\n\n- **核心**: Claude Agent SDK v0.1.55\n- **语言**: TypeScript\n- **UI**: 自定义终端渲染\n- **工具集成**: 10+ 专业 CLI 工具\n\n## 开发\n\n```bash\n# 安装依赖\nnpm install\n\n# 开发模式\nnpm run dev\n\n# 构建\nnpm run build\n\n# 类型检查\nnpm run typecheck\n```\n\n## License\n\nMIT\n","readmeFilename":"README.md"}