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关键数字修正: - Rust 74.5K行(原66K), Tauri命令 183(原182), SaaS路由 121 - 前端组件 104, lib/ 85文件, Store 17+4子store - TODO/FIXME 仅 8 个(前端4+Rust4) 内容增强: - 中间件完整14层注册清单含注册条件和优先级分类 - Store完整目录结构, Pipeline完整目录树 - Hands测试分布, Memory 16个Tauri命令列表 - 管家模式: 关键词路由→语义路由(TF-IDF)修正 - 代码健康度指标新增
119 lines
4.0 KiB
Markdown
119 lines
4.0 KiB
Markdown
---
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title: 管家模式
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updated: 2026-04-11
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status: active
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tags: [module, butler, interaction]
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---
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# 管家模式 (Butler Mode)
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> 从 [[index]] 导航。关联模块: [[chat]] [[middleware]] [[memory]]
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## 设计思想
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**核心问题: 非技术用户（如医院行政）不会写 prompt，需要 AI 主动引导。**
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设计决策:
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1. **默认激活** — 所有聊天都经过 ButlerRouter，不需要用户手动开启
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2. **语义路由** — SemanticSkillRouter 用 TF-IDF 匹配 75 个技能，替代简单关键词
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3. **痛点积累** — 从对话中提取用户痛点，积累后生成方案建议
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4. **双模式 UI** — simple(纯聊天，默认) / professional(完整功能)，渐进式解锁
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## 代码逻辑
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### 数据流
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```
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用户消息
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→ ButlerRouter 中间件 (middleware/butler_router.rs)
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→ ButlerRouterBackend trait → SemanticRouterAdapter
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→ SemanticSkillRouter (zclaw-skills/src/semantic_router.rs)
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→ TF-IDF 计算与 75 个技能的相似度
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→ 返回 RoutingHint { category, confidence, skill_id }
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→ 增强 system prompt (匹配的技能上下文)
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→ LLM 响应
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→ PainAggregator 提取痛点
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→ PainStorage (内存 Vec 热缓存 + SQLite 持久层)
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→ 全局 PAIN_STORAGE 单例
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→ SolutionGenerator
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→ 基于痛点生成解决方案提案
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```
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### 语义路由桥接（kernel 层）
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```rust
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// crates/zclaw-kernel/src/kernel/mod.rs:196-231
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struct SemanticRouterAdapter { router: Arc<SemanticSkillRouter> }
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impl ButlerRouterBackend for SemanticRouterAdapter {
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async fn classify(&self, query: &str) -> Option<RoutingHint> { ... }
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}
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```
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这是 kernel 依赖 zclaw-runtime + zclaw-skills 的桥接点。
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### 冷启动 (新用户引导)
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入口: `desktop/src/hooks/use-cold-start.ts`（lib/ 下有同名文件）
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```
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idle → (检测新用户) → greeting_sent → waiting_response → completed
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```
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4 个阶段，自动检测用户是否需要引导，发送欢迎消息，等待响应后完成。
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### UI 双模式
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| 模式 | Store | 特点 |
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|------|-------|------|
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| simple (默认) | `uiModeStore.ts` | 纯聊天界面，隐藏高级功能 |
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| professional | `uiModeStore.ts` | 完整功能面板 |
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切换文件: `desktop/src/store/uiModeStore.ts`
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简洁侧边栏: `desktop/src/components/SimpleSidebar.tsx`
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管家面板: `desktop/src/components/ButlerPanel.tsx` (3 区: 洞察/方案/记忆)
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### Tauri 命令
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5 个 butler 命令 (已标注 @reserved):
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```rust
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// desktop/src-tauri/src/intelligence/pain_aggregator.rs
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butler_list_pain_points
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butler_record_pain_point
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butler_generate_solution
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butler_list_proposals
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butler_update_proposal_status
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```
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### Intelligence 层文件结构
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```
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desktop/src-tauri/src/intelligence/
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├── compactor.rs (5 commands: token estimation + compaction)
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├── heartbeat.rs (10 commands: heartbeat engine CRUD)
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├── identity.rs (16 commands: agent identity manager)
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├── pain_aggregator.rs (5 commands: butler pain points)
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└── reflection.rs (7 commands: reflection engine)
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```
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## 关联模块
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- [[middleware]] — ButlerRouter 是中间件链中的第一层
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- [[chat]] — 消息流经过管家路由增强
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- [[memory]] — 痛点存储在 memory 子系统
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- [[hands-skills]] — 语义路由使用 75 个技能的 TF-IDF
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## 关键文件
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| 文件 | 职责 |
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|------|------|
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| `crates/zclaw-runtime/src/middleware/butler_router.rs` | 管家路由器 + ButlerRouterBackend trait |
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| `crates/zclaw-skills/src/semantic_router.rs` | SemanticSkillRouter TF-IDF 实现 |
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| `crates/zclaw-kernel/src/kernel/mod.rs:196-231` | SemanticRouterAdapter 桥接 |
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| `crates/zclaw-kernel/src/intelligence/pain_storage.rs` | 痛点双写 (内存+SQLite) |
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| `crates/zclaw-kernel/src/intelligence/solution_generator.rs` | 方案生成 |
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| `desktop/src/hooks/use-cold-start.ts` | 冷启动 4 阶段 |
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| `desktop/src/store/uiModeStore.ts` | 双模式切换 |
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| `desktop/src/components/SimpleSidebar.tsx` | 简洁模式侧边栏 |
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| `desktop/src/components/ButlerPanel.tsx` | 管家面板 (洞察/方案/记忆) |
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