thzxx
6f08759f63
后端修复: Ollama adapter 移除死代码/修复超时硬编码/iteration硬编码/pullModel无超时/流异常断开补发DONE; SSE解析器支持非字符串arguments; Sandbox fail-closed安全加固; IPC移除未使用变量 新增功能: TaskOrchestrator子任务编排器; DelegateTaskTool委派工具; Agent Loop并行工具执行; 上下文自动压缩; 记忆检索注入System Prompt 前端修复: useAgentStream text_delta thought累积bug; 工具调用状态正确流转; 修复重复stateChange事件; TraceStep.thought正确填充
636 lines
20 KiB
TypeScript
636 lines
20 KiB
TypeScript
/**
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* Agent Loop — ReAct 状态机引擎
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*
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* 生产级 ReAct Agent Loop，负责：
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* 1. 状态机管理循环生命周期
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* 2. 调用 Provider Adapter 获取 LLM 响应（支持流式）
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* 3. 解析输出、执行工具、注入观察
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* 4. 流式事件推送 UI
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* 5. 超时、重试、上下文压缩
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*
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* @see docs/生产级通用 AI Agent 智能体桌面应用：完整设计与构建指南.html — 第四章
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*/
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import { EventEmitter } from 'events';
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import { nanoid } from 'nanoid';
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import {
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AgentLoopState,
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TerminationReason,
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type IterationStep,
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type Thought,
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type AgentLoopConfig,
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type AgentLoopOutput,
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type TokenUsage,
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} from './types';
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import type {
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MetonaRequest,
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MetonaResponse,
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MetonaMessage,
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MetonaSystemPrompt,
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MetonaToolCall,
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MetonaToolResult,
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MetonaStreamEvent,
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IMetonaProviderAdapter,
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MetonaToolDef,
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} from '../types';
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import { MetonaStreamEventType, MetonaFinishReason } from '../types';
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import log from 'electron-log';
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const DEFAULT_CONFIG: AgentLoopConfig = {
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maxIterations: 20,
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timeoutMs: 120_000,
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totalTimeoutMs: 600_000,
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enableReflection: false,
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compressionThreshold: 0.8,
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contextWindow: 128_000,
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retryCount: 3,
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temperature: 0.0,
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maxTokens: 63488,
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thinkingEnabled: true,
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thinkingEffort: 'high',
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};
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/**
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* ReAct Agent Loop 引擎
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*/
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export class AgentLoopEngine extends EventEmitter {
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private currentState: AgentLoopState = AgentLoopState.INIT;
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private iterations: IterationStep[] = [];
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private currentIteration = 0;
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private startTime = 0;
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private totalTokens: TokenUsage = { promptTokens: 0, completionTokens: 0, totalTokens: 0 };
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private aborted = false;
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private config: AgentLoopConfig;
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private tools: MetonaToolDef[] = [];
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private currentSessionId: string = '';
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private currentRequestId: string = '';
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private workspacePath: string = '';
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constructor(
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config: Partial<AgentLoopConfig> = {},
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private adapter: IMetonaProviderAdapter,
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private toolRegistry?: import('../tools/registry').ToolRegistry,
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private preToolHooks: import('../hooks/pre-tool').PreToolHook[] = [],
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private postToolHooks: import('../hooks/post-tool').PostToolHook[] = [],
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) {
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super();
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this.config = { ...DEFAULT_CONFIG, ...config };
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}
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/**
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* 设置工作空间路径（工具执行时传入 context）
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*/
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setWorkspacePath(path: string): void {
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this.workspacePath = path;
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}
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/**
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* 设置可用工具列表
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*/
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setTools(tools: MetonaToolDef[]): void {
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this.tools = tools;
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}
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/**
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* 获取当前工具列表（用于子任务恢复）
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*/
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getTools(): MetonaToolDef[] {
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return [...this.tools];
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}
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/**
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* 热切换 Provider Adapter（设置变更时调用）
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*/
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setAdapter(adapter: IMetonaProviderAdapter): void {
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this.adapter = adapter;
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}
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/**
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* 热更新 Engine 配置（设置变更时调用）
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*
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* 支持 maxIterations, totalTimeoutMs, thinkingEnabled, thinkingEffort, contextLength
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*/
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updateConfig(partial: Partial<AgentLoopConfig>): void {
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this.config = { ...this.config, ...partial };
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}
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/**
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* 执行完整的 ReAct 循环（流式模式）
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*
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* @param userInput 用户输入文本
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* @param sessionId 会话 ID
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* @param history 历史消息
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* @param systemPrompt System Prompt
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*/
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async runStream(
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userMessage: MetonaMessage,
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sessionId: string,
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history: MetonaMessage[],
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systemPrompt: MetonaSystemPrompt,
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): Promise<AgentLoopOutput> {
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this.startTime = Date.now();
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this.aborted = false;
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this.iterations = [];
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this.currentIteration = 0;
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this.currentSessionId = sessionId;
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this.totalTokens = { promptTokens: 0, completionTokens: 0, totalTokens: 0 };
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try {
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await this.transitionTo(AgentLoopState.INIT);
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// 构建消息列表（保留 images 字段）
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const messages: MetonaMessage[] = [
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...history,
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{
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role: 'user',
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content: userMessage.content,
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images: userMessage.images,
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timestamp: Date.now(),
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},
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];
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// === 主循环 ===
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while (
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this.currentIteration < this.config.maxIterations &&
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!this.aborted &&
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Date.now() - this.startTime < this.config.totalTimeoutMs
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) {
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this.currentIteration++;
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// 构建请求
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const request: MetonaRequest = {
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meta: {
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sessionId,
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iteration: this.currentIteration,
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requestId: `r_${nanoid(12)}`,
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timestamp: Date.now(),
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agentVersion: '1.0.0',
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},
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systemPrompt,
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messages,
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tools: this.tools.length > 0 ? this.tools : undefined,
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params: {
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maxTokens: this.config.maxTokens,
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temperature: this.config.temperature,
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stream: true,
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thinkingEnabled: this.config.thinkingEnabled,
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thinkingEffort: this.config.thinkingEffort,
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contextLength: this.config.contextLength,
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},
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};
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const step = await this.executeOneIterationStream(request, sessionId);
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this.iterations.push(step);
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// 将 assistant 回复加入消息历史
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if (step.thought) {
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const assistantMsg: MetonaMessage = {
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role: 'assistant',
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content: step.thought.content,
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reasoningContent: step.thought.reasoningContent,
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toolCalls: step.toolCalls,
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timestamp: Date.now(),
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iteration: this.currentIteration,
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};
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messages.push(assistantMsg);
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}
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// 如果没有工具调用，视为最终输出
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if (!step.toolCalls || step.toolCalls.length === 0) {
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return this.finish(TerminationReason.COMPLETED, step.thought?.content);
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}
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// 执行工具并将结果加入消息
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if (step.toolResults) {
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for (const result of step.toolResults) {
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messages.push({
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role: 'tool',
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content: typeof result.result === 'string' ? result.result : JSON.stringify(result.result),
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toolResult: result,
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timestamp: Date.now(),
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iteration: this.currentIteration,
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});
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}
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}
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}
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// 循环退出判断
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if (this.aborted) return this.finish(TerminationReason.USER_INTERRUPT);
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if (this.currentIteration >= this.config.maxIterations)
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return this.finish(TerminationReason.MAX_ITERATIONS);
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return this.finish(TerminationReason.TIMEOUT);
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} catch (error) {
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this.emit('error', { error: (error as Error).message });
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return this.finish(TerminationReason.ERROR, undefined, error as Error);
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}
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}
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/** 获取当前 Provider Adapter（供 SubAgent 创建独立引擎实例） */
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getAdapter(): IMetonaProviderAdapter {
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return this.adapter;
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}
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/** 获取工作空间路径（供 SubAgent 继承） */
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getWorkspacePath(): string {
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return this.workspacePath;
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}
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/** 中断循环 */
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abort(): void {
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this.aborted = true;
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this.emit('aborted');
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}
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/** 获取当前状态 */
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getState(): AgentLoopState {
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return this.currentState;
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}
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// ========== 私有方法 ==========
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/**
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* 执行单次迭代（流式模式）
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*/
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private async executeOneIterationStream(
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request: MetonaRequest,
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sessionId: string,
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): Promise<IterationStep> {
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this.currentRequestId = request.meta.requestId;
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const step: IterationStep = {
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iteration: this.currentIteration,
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state: AgentLoopState.THINKING,
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startedAt: Date.now(),
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};
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try {
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// === THINKING: 流式调用 LLM ===
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// transitionTo 已发射 stateChange 事件，无需重复 emit
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await this.transitionTo(AgentLoopState.THINKING);
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let fullContent = '';
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let reasoningContent = '';
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const toolCallsBuffer = new Map<number, { name: string; argsBuffer: string }>();
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let tokenUsage: TokenUsage | undefined;
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// 流式接收响应
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for await (const event of this.chatStreamWithRetry(request)) {
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if (this.aborted) break;
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// 过滤掉每轮的 DONE 事件 — 只在全部迭代完成后发送一个最终 DONE
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if (event.type === MetonaStreamEventType.DONE) continue;
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// 转发流式事件到渲染进程
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this.emit('streamEvent', event);
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switch (event.type) {
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case MetonaStreamEventType.TEXT_DELTA:
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if (event.delta) fullContent += event.delta;
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break;
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case MetonaStreamEventType.REASONING_DELTA:
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if (event.delta) reasoningContent += event.delta;
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break;
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case MetonaStreamEventType.TOOL_CALL_DELTA:
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if (event.toolCallDelta) {
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const { index, name, argsDelta } = event.toolCallDelta;
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if (!toolCallsBuffer.has(index)) {
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toolCallsBuffer.set(index, { name: name ?? '', argsBuffer: '' });
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}
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const buf = toolCallsBuffer.get(index)!;
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if (name) buf.name = name;
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if (argsDelta) buf.argsBuffer += argsDelta;
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}
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break;
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case MetonaStreamEventType.TOOL_CALL_COMPLETE:
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if (event.toolCall) {
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// 工具调用完成，记录到 step
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if (!step.toolCalls) step.toolCalls = [];
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step.toolCalls.push(event.toolCall);
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}
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break;
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case MetonaStreamEventType.USAGE:
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if (event.usage) {
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tokenUsage = {
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promptTokens: event.usage.inputTokens ?? 0,
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completionTokens: event.usage.outputTokens ?? 0,
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totalTokens: event.usage.totalTokens ?? 0,
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};
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}
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break;
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case MetonaStreamEventType.ERROR:
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if (event.error) {
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throw new Error(event.error.message);
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}
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break;
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}
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}
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// 处理缓冲区中的工具调用（TOOL_CALL_DELTA 拼接）
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if (toolCallsBuffer.size > 0 && (!step.toolCalls || step.toolCalls.length === 0)) {
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step.toolCalls = [];
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for (const [, buf] of toolCallsBuffer) {
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let args: Record<string, unknown>;
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try {
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args = buf.argsBuffer ? JSON.parse(buf.argsBuffer) : {};
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} catch {
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// JSON 解析失败，使用空参数（LLM 仍请求了该工具调用）
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args = {};
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}
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step.toolCalls.push({
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id: `tc_${nanoid(8)}`,
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name: buf.name,
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args,
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iteration: this.currentIteration,
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timestamp: Date.now(),
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});
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}
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}
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// 记录 Thought
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if (fullContent || reasoningContent) {
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step.thought = {
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id: `thought-${this.currentIteration}`,
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content: fullContent,
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reasoningContent,
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timestamp: Date.now(),
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iteration: this.currentIteration,
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};
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}
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// 记录 Token 使用
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if (tokenUsage) {
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step.tokenUsage = tokenUsage;
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this.accumulateTokens(tokenUsage);
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}
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// === EXECUTING: 执行工具调用 ===
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if (step.toolCalls && step.toolCalls.length > 0) {
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// transitionTo 已发射 stateChange 事件，无需重复 emit
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await this.transitionTo(AgentLoopState.EXECUTING);
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// 并行执行所有工具调用（独立工具之间无依赖，可安全并发）
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const executeAndForward = async (tc: MetonaToolCall): Promise<MetonaToolResult> => {
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const result = await this.executeToolSafely(tc);
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// 立即转发工具结果到渲染进程（不等其他工具完成）
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this.emit('streamEvent', {
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type: MetonaStreamEventType.TOOL_RESULT,
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requestId: request.meta.requestId,
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sessionId,
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iteration: this.currentIteration,
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seq: 0,
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timestamp: Date.now(),
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toolResult: result,
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});
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return result;
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};
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// Promise.all 保持结果顺序与 toolCalls 一致
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step.toolResults = await Promise.all(
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step.toolCalls.map((tc) => executeAndForward(tc)),
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);
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}
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// === OBSERVING ===
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await this.transitionTo(AgentLoopState.OBSERVING);
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// === 上下文压缩（基于 token 使用率触发） ===
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const estimatedTokens = this.estimateMessagesTokens(request.messages);
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const compressionThreshold = this.config.compressionThreshold * this.config.contextWindow;
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if (estimatedTokens > compressionThreshold && request.messages.length > 10) {
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await this.transitionTo(AgentLoopState.COMPRESSING);
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const compressed = await this.compressMessages(request.messages);
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if (compressed) {
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// 原地替换数组内容，确保外层 messages 引用同步更新
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request.messages.splice(0, request.messages.length, ...compressed);
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this.emit('compressed', {
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iteration: this.currentIteration,
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originalTokens: estimatedTokens,
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compressedTokens: this.estimateMessagesTokens(compressed),
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});
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}
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}
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step.completedAt = Date.now();
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step.state = AgentLoopState.OBSERVING;
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return step;
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} catch (error) {
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step.completedAt = Date.now();
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step.state = AgentLoopState.TERMINATED;
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throw error;
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}
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}
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/**
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* 安全执行工具调用（经过 Hook 管道）
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*/
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private async executeToolSafely(toolCall: MetonaToolCall): Promise<MetonaToolResult> {
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const startTs = Date.now();
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if (!this.toolRegistry) {
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return {
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toolCallId: toolCall.id, toolName: toolCall.name,
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result: null, success: false,
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error: `Tool '${toolCall.name}' not available: no ToolRegistry configured`,
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durationMs: Date.now() - startTs, timestamp: Date.now(),
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};
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}
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// 前置 Hook 管道
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for (const hook of this.preToolHooks) {
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const result = await hook.beforeExecute(toolCall, this.currentSessionId);
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if (result.blocked) {
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return {
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toolCallId: toolCall.id, toolName: toolCall.name,
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result: null, success: false, error: `Blocked: ${result.reason}`,
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durationMs: Date.now() - startTs, timestamp: Date.now(),
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};
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}
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}
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// 执行工具
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const toolResult = await this.toolRegistry.execute(toolCall, {
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sessionId: this.currentSessionId ?? '',
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workspacePath: this.workspacePath,
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iteration: this.currentIteration,
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requestId: this.currentRequestId,
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});
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// 后置 Hook 管道
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for (const hook of this.postToolHooks) {
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await hook.afterExecute(toolCall, toolResult, this.currentSessionId);
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}
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return toolResult;
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}
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/**
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* 带重试的流式调用
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*
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* 如果 adapter 抛出错误，在 retryCount 次数内重试，每次等待 1 秒。
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*/
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private async *chatStreamWithRetry(request: MetonaRequest): AsyncIterable<MetonaStreamEvent> {
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let lastError: unknown;
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for (let attempt = 0; attempt <= this.config.retryCount; attempt++) {
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try {
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yield* this.adapter.chatStream(request);
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return;
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} catch (error) {
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lastError = error;
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if (attempt < this.config.retryCount) {
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await new Promise((resolve) => setTimeout(resolve, 1000));
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}
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}
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}
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throw lastError;
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}
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private async transitionTo(state: AgentLoopState): Promise<void> {
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const previous = this.currentState;
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this.currentState = state;
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this.emit('stateChange', {
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previous,
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current: state,
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state,
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sessionId: this.currentSessionId,
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iteration: this.currentIteration,
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});
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}
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/**
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* 估算消息列表的 token 数（粗略：1 字符 ≈ 0.5 token）
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*/
|
||
private estimateMessagesTokens(messages: MetonaMessage[]): number {
|
||
let total = 0;
|
||
for (const msg of messages) {
|
||
total += Math.ceil(msg.content.length / 2);
|
||
if (msg.reasoningContent) total += Math.ceil(msg.reasoningContent.length / 2);
|
||
if (msg.toolCalls) {
|
||
for (const tc of msg.toolCalls) {
|
||
total += Math.ceil(JSON.stringify(tc.args).length / 2);
|
||
}
|
||
}
|
||
}
|
||
return total;
|
||
}
|
||
|
||
/**
|
||
* 上下文压缩 — 将旧消息摘要为一条 system 消息，保留最近 3 轮完整对话
|
||
*
|
||
* 策略：
|
||
* 1. 保留最后 keepRecent 条消息（约 3 轮对话）
|
||
* 2. 将前面的所有消息交给 LLM 生成摘要
|
||
* 3. 用 [Context Summary] system 消息 + 近期消息替换原数组
|
||
*
|
||
* @returns 压缩后的消息数组，压缩失败时返回 null（调用方保持原数组）
|
||
*/
|
||
private async compressMessages(messages: MetonaMessage[]): Promise<MetonaMessage[] | null> {
|
||
const keepRecent = 10; // 保留最近 10 条消息（约 3 轮 user+assistant+tool）
|
||
if (messages.length <= keepRecent) return null;
|
||
|
||
const toCompress = messages.slice(0, messages.length - keepRecent);
|
||
const toKeep = messages.slice(messages.length - keepRecent);
|
||
|
||
// 构建摘要请求
|
||
const conversationText = toCompress.map((m) => {
|
||
const role = m.role.toUpperCase();
|
||
const content = m.content.slice(0, 500); // 每条消息最多 500 字符
|
||
return `[${role}] ${content}`;
|
||
}).join('\n\n');
|
||
|
||
const summaryRequest: MetonaRequest = {
|
||
meta: {
|
||
sessionId: this.currentSessionId,
|
||
iteration: this.currentIteration,
|
||
requestId: `r_${nanoid(12)}`,
|
||
timestamp: Date.now(),
|
||
agentVersion: '1.0.0',
|
||
},
|
||
systemPrompt: {
|
||
roleDefinition: 'You are a conversation summarizer.',
|
||
outputConstraints: 'Summarize the following conversation history concisely. Preserve key facts, decisions, tool results, and context needed for future reasoning. Output in the same language as the conversation. Maximum 300 words.',
|
||
safetyGuidelines: 'Do not include sensitive data like passwords or API keys in the summary.',
|
||
},
|
||
messages: [{
|
||
role: 'user',
|
||
content: `Please summarize the following conversation history:\n\n${conversationText}`,
|
||
timestamp: Date.now(),
|
||
}],
|
||
params: {
|
||
maxTokens: 2048,
|
||
temperature: 0.0,
|
||
stream: false,
|
||
thinkingEnabled: false,
|
||
thinkingEffort: 'low',
|
||
},
|
||
};
|
||
|
||
try {
|
||
const response = await this.adapter.chat(summaryRequest);
|
||
const summary = response.content.trim();
|
||
|
||
if (!summary) return null;
|
||
|
||
const summaryMessage: MetonaMessage = {
|
||
role: 'system',
|
||
content: `[Context Summary] The following is a summary of earlier conversation:\n\n${summary}`,
|
||
timestamp: Date.now(),
|
||
};
|
||
|
||
log.info(`[AgentLoop] Context compressed: ${toCompress.length} messages → 1 summary, kept ${toKeep.length} recent`);
|
||
|
||
return [summaryMessage, ...toKeep];
|
||
} catch (error) {
|
||
log.warn('[AgentLoop] Context compression failed, keeping original messages:', (error as Error).message);
|
||
return null;
|
||
}
|
||
}
|
||
|
||
private accumulateTokens(usage: TokenUsage): void {
|
||
this.totalTokens.promptTokens += usage.promptTokens;
|
||
this.totalTokens.completionTokens += usage.completionTokens;
|
||
this.totalTokens.totalTokens += usage.totalTokens;
|
||
}
|
||
|
||
private finish(
|
||
reason: TerminationReason,
|
||
answer?: string,
|
||
error?: Error,
|
||
): AgentLoopOutput {
|
||
// 发送唯一的最终 DONE 事件 — UI 只在此处结束流式状态
|
||
this.emit('streamEvent', {
|
||
type: MetonaStreamEventType.DONE,
|
||
requestId: this.currentRequestId,
|
||
sessionId: this.currentSessionId,
|
||
iteration: this.currentIteration,
|
||
seq: 0,
|
||
timestamp: Date.now(),
|
||
});
|
||
|
||
this.currentState = AgentLoopState.TERMINATED;
|
||
|
||
// 发射 complete 事件（供托盘通知等外部监听器使用）
|
||
this.emit('complete', {
|
||
sessionId: this.currentSessionId,
|
||
durationMs: Date.now() - this.startTime,
|
||
terminationReason: reason,
|
||
iterations: this.iterations.length,
|
||
totalTokens: this.totalTokens.totalTokens,
|
||
});
|
||
|
||
return {
|
||
finalAnswer: answer ?? (error ? error.message : 'No answer produced'),
|
||
terminationReason: reason,
|
||
iterations: this.iterations,
|
||
totalTokenUsage: this.totalTokens,
|
||
durationMs: Date.now() - this.startTime,
|
||
metadata: { config: this.config, error: error?.message },
|
||
};
|
||
}
|
||
}
|