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- Create 01-identity-evolution.md: Identity system architecture (SOUL.md, USER.md, change proposals, version management) - Create 04-heartbeat-engine.md: Proactive behavior system (heartbeat config, alerts, proactivity levels) - Create 06-context-compaction.md: Context compression system (token management, summarization, information retention) - Update ZCLAW_AGENT_INTELLIGENCE_EVOLUTION.md: Add Phase 5 self-evolution UX roadmap - Fix AgentOnboardingWizard: Persist SOUL.md and USER.md after agent creation - Fix llm-service: Add Tauri kernel mode detection for memory system LLM calls - Fix kernel: Kernel config takes priority over agent's persisted model Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
275 lines
7.8 KiB
Markdown
275 lines
7.8 KiB
Markdown
# 心跳巡检引擎 (Heartbeat Engine)
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> **成熟度**: L4 - 生产
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> **最后更新**: 2026-03-24
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> **负责人**: Intelligence Layer Team
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## 概述
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心跳巡检引擎是 ZCLAW 主动行为的核心,定期执行检查任务:
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1. **主动巡检** - 定期检查系统状态、待办事项
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2. **智能提醒** - 根据上下文生成提醒
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3. **自主触发** - 在自主级别下自动执行操作
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---
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## 核心概念
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### 心跳配置 (HeartbeatConfig)
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```typescript
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interface HeartbeatConfig {
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enabled: boolean; // 是否启用心跳
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interval_minutes: number; // 心跳间隔(分钟)
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quiet_hours_start: string | null; // 静默时段开始(如 "22:00")
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quiet_hours_end: string | null; // 静默时段结束(如 "08:00")
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notify_channel: 'ui' | 'desktop' | 'all'; // 通知渠道
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proactivity_level: 'silent' | 'light' | 'standard' | 'autonomous'; // 主动级别
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max_alerts_per_tick: number; // 每次心跳最大提醒数
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}
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```
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### 心跳提醒 (HeartbeatAlert)
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```typescript
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interface HeartbeatAlert {
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title: string; // 提醒标题
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content: string; // 提醒内容
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urgency: 'low' | 'medium' | 'high'; // 紧急程度
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source: string; // 来源模块
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timestamp: string; // 时间戳
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}
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```
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### 心跳结果 (HeartbeatResult)
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```typescript
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interface HeartbeatResult {
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status: 'ok' | 'alert'; // 状态
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alerts: HeartbeatAlert[]; // 提醒列表
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}
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```
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---
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## 主动级别
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| 级别 | 行为 |
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|------|------|
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| `silent` | 仅记录日志,不发送通知 |
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| `light` | 发送 UI 内通知 |
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| `standard` | 发送桌面通知 |
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| `autonomous` | 自主执行操作(需用户授权) |
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---
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## 技术实现
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### 核心文件
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| 文件 | 用途 |
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|------|------|
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| `desktop/src/lib/intelligence-backend.ts` | 心跳后端实现 |
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| `desktop/src/domains/intelligence/store.ts` | 状态管理 |
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| `desktop/src/domains/intelligence/types.ts` | 类型定义 |
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### Store 接口
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```typescript
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interface IntelligenceStore {
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// 状态
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heartbeatConfig: HeartbeatConfig | null;
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heartbeatHistory: HeartbeatResult[];
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isHeartbeatRunning: boolean;
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// 操作
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initHeartbeat(agentId: string, config?: HeartbeatConfig): Promise<void>;
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startHeartbeat(agentId: string): Promise<void>;
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stopHeartbeat(agentId: string): Promise<void>;
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tickHeartbeat(agentId: string): Promise<HeartbeatResult>;
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}
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```
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### 后端实现
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```typescript
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// intelligence-backend.ts
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export const heartbeat = {
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config: {
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get: async (agentId: string): Promise<HeartbeatConfig> => {...},
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update: async (agentId: string, config: Partial<HeartbeatConfig>): Promise<HeartbeatConfig> => {...},
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},
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start: async (agentId: string): Promise<void> => {...},
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stop: async (agentId: string): Promise<void> => {...},
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tick: async (agentId: string): Promise<HeartbeatResult> => {...},
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};
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```
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---
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## 心跳巡检任务
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每次心跳 `tick` 执行以下检查:
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### 1. 任务检查
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- 检查是否有待办任务 (type=task)
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- 检查任务是否到期
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- 生成任务提醒
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### 2. 上下文检查
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- 检查对话历史长度
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- 触发上下文压缩建议
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- 检查记忆提取机会
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### 3. 反思检查
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- 检查距离上次反思的对话数
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- 触发反思引擎
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- 生成人格变更提案
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### 4. 系统检查
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- 检查 Gateway 连接状态
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- 检查 API 配额
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- 检查更新可用性
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---
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## 使用场景
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### 场景 1:定时任务提醒
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```
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心跳 tick (每 30 分钟)
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│
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├── 检查任务记忆
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│
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├── 发现到期任务:"明天 10 点提醒我开会"
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│
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└── 生成 HeartbeatAlert
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title: "任务提醒"
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content: "10:00 有会议"
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urgency: "medium"
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```
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### 场景 2:反思触发
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```
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心跳 tick
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│
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├── 检查对话数 >= 10
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│
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├── 距离上次反思 > 1 小时
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│
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└── 触发 ReflectionEngine.reflect()
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│
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└── 生成人格变更提案
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```
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### 场景 3:自主级别下的自动操作
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```
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心跳 tick (autonomous 级别)
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│
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├── 检查用户授权
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│
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├── 发现可自动执行的任务
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│
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└── 执行操作(如:整理记忆、压缩上下文)
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```
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---
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## 与其他组件的集成
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```
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┌─────────────────────────────────────────────────────┐
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│ Heartbeat Engine │
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├─────────────────────────────────────────────────────┤
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│ │
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│ ┌──────────────┐ ┌──────────────┐ │
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│ │ Memory Store │◀────│ 任务检查 │ │
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│ └──────────────┘ └──────────────┘ │
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│ │ │ │
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│ │ ▼ │
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│ ┌──────────────┐ ┌──────────────┐ │
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│ │ Reflection │◀────│ 反思触发 │ │
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│ │ Engine │ └──────────────┘ │
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│ └──────────────┘ │
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│ │ │
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│ │ │
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│ ▼ │
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│ ┌──────────────────────────────────────────────┐ │
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│ │ Identity Evolution │ │
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│ │ (人格变更提案) │ │
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│ └──────────────────────────────────────────────┘ │
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│ │
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└─────────────────────────────────────────────────────┘
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```
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---
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## 配置示例
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### 开发者模式
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```typescript
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{
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enabled: true,
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interval_minutes: 5,
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quiet_hours_start: null,
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quiet_hours_end: null,
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notify_channel: 'ui',
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proactivity_level: 'light',
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max_alerts_per_tick: 3
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}
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```
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### 生产模式
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```typescript
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{
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enabled: true,
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interval_minutes: 30,
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quiet_hours_start: "22:00",
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quiet_hours_end: "08:00",
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notify_channel: 'all',
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proactivity_level: 'standard',
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max_alerts_per_tick: 5
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}
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```
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### 自主模式
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```typescript
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{
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enabled: true,
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interval_minutes: 15,
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quiet_hours_start: "23:00",
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quiet_hours_end: "07:00",
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notify_channel: 'desktop',
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proactivity_level: 'autonomous',
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max_alerts_per_tick: 10
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}
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```
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---
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## 限制与未来改进
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### 当前限制
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1. **前端定时器依赖** - 心跳依赖页面打开,后台时不运行
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2. **无持久化调度** - 重启后心跳不自动恢复
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3. **静默时段实现不完整** - 时区处理可能有问题
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### 未来改进
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1. **后台心跳** - 使用 Service Worker 或 Tauri 后台任务
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2. **智能间隔调整** - 根据用户活跃度动态调整间隔
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3. **云端同步** - 多设备心跳状态同步
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---
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## 相关文档
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- [03-reflection-engine.md](./03-reflection-engine.md) - 反思引擎
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- [05-autonomy-manager.md](./05-autonomy-manager.md) - 自主授权
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- [01-identity-evolution.md](./01-identity-evolution.md) - 身份演化
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