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2026-03-03 10:48:49 +00:00
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commit 63a8b123c9
14 changed files with 4265 additions and 32 deletions

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/**
* Base Agent Module
*
* Provides the foundation for creating specialized agents
* with context management, memory, and tool integration.
*/
import { randomUUID } from 'crypto';
import ZAI from 'z-ai-web-dev-sdk';
import { ConversationContextManager, CompactionConfig } from '../core/context-manager';
import { TokenCounter } from '../core/token-counter';
export interface AgentMemory {
shortTerm: Map<string, unknown>;
longTerm: Map<string, unknown>;
conversationHistory: Array<{
role: 'user' | 'assistant' | 'system';
content: string;
timestamp: Date;
}>;
}
export interface AgentTool {
name: string;
description: string;
execute: (params: unknown) => Promise<unknown>;
}
export interface AgentConfig {
id?: string;
name: string;
description: string;
systemPrompt: string;
tools?: AgentTool[];
maxTokens?: number;
contextConfig?: Partial<CompactionConfig>;
}
export interface AgentResponse {
content: string;
tokens: {
prompt: number;
completion: number;
total: number;
};
toolCalls?: Array<{
name: string;
params: unknown;
result: unknown;
}>;
metadata?: Record<string, unknown>;
}
/**
* BaseAgent - Foundation class for all agents
*/
export abstract class BaseAgent {
readonly id: string;
readonly name: string;
readonly description: string;
protected systemPrompt: string;
protected tools: Map<string, AgentTool>;
protected memory: AgentMemory;
protected contextManager: ConversationContextManager;
protected tokenCounter: TokenCounter;
protected zai: Awaited<ReturnType<typeof ZAI.create>> | null = null;
protected initialized = false;
constructor(config: AgentConfig) {
this.id = config.id || randomUUID();
this.name = config.name;
this.description = config.description;
this.systemPrompt = config.systemPrompt;
this.tools = new Map();
if (config.tools) {
for (const tool of config.tools) {
this.tools.set(tool.name, tool);
}
}
this.memory = {
shortTerm: new Map(),
longTerm: new Map(),
conversationHistory: []
};
this.tokenCounter = new TokenCounter(config.maxTokens);
this.contextManager = new ConversationContextManager(config.contextConfig);
}
/**
* Initialize the agent
*/
async initialize(): Promise<void> {
if (this.initialized) return;
this.zai = await ZAI.create();
this.initialized = true;
}
/**
* Process a user message
*/
async process(input: string, context?: string): Promise<AgentResponse> {
await this.initialize();
// Add user message to context
const userMessage = {
role: 'user' as const,
content: context ? `Context: ${context}\n\n${input}` : input,
timestamp: new Date()
};
this.memory.conversationHistory.push(userMessage);
// Check if context compaction is needed
await this.contextManager.getMessages();
// Build messages for LLM
const messages = this.buildMessages();
// Get response from LLM
const response = await this.zai!.chat.completions.create({
messages,
thinking: { type: 'disabled' }
});
const assistantContent = response.choices?.[0]?.message?.content || '';
// Add assistant response to history
this.memory.conversationHistory.push({
role: 'assistant',
content: assistantContent,
timestamp: new Date()
});
// Process any tool calls (if agent supports them)
const toolCalls = await this.processToolCalls(assistantContent);
return {
content: assistantContent,
tokens: {
prompt: 0, // Would need actual token counting
completion: 0,
total: 0
},
toolCalls,
metadata: {
conversationLength: this.memory.conversationHistory.length
}
};
}
/**
* Build messages array for LLM
*/
protected buildMessages(): Array<{ role: 'user' | 'assistant' | 'system'; content: string }> {
const messages: Array<{ role: 'user' | 'assistant' | 'system'; content: string }> = [];
// System prompt with tool descriptions
let systemContent = this.systemPrompt;
if (this.tools.size > 0) {
const toolDescriptions = Array.from(this.tools.values())
.map(t => `- ${t.name}: ${t.description}`)
.join('\n');
systemContent += `\n\nAvailable tools:\n${toolDescriptions}`;
systemContent += `\n\nTo use a tool, include [TOOL:name]params[/TOOL] in your response.`;
}
messages.push({ role: 'assistant', content: systemContent });
// Add conversation history
for (const msg of this.memory.conversationHistory) {
messages.push({
role: msg.role,
content: msg.content
});
}
return messages;
}
/**
* Process tool calls in the response
*/
protected async processToolCalls(content: string): Promise<Array<{
name: string;
params: unknown;
result: unknown;
}>> {
const toolCalls: Array<{ name: string; params: unknown; result: unknown }> = [];
// Extract tool calls from content
const toolRegex = /\[TOOL:(\w+)\]([\s\S]*?)\[\/TOOL\]/g;
let match;
while ((match = toolRegex.exec(content)) !== null) {
const toolName = match[1];
const paramsStr = match[2].trim();
const tool = this.tools.get(toolName);
if (tool) {
try {
let params = paramsStr;
try {
params = JSON.parse(paramsStr);
} catch {
// Keep as string if not valid JSON
}
const result = await tool.execute(params);
toolCalls.push({ name: toolName, params, result });
} catch (error) {
toolCalls.push({
name: toolName,
params: paramsStr,
result: { error: String(error) }
});
}
}
}
return toolCalls;
}
/**
* Add a tool to the agent
*/
addTool(tool: AgentTool): void {
this.tools.set(tool.name, tool);
}
/**
* Remove a tool from the agent
*/
removeTool(name: string): boolean {
return this.tools.delete(name);
}
/**
* Store a value in short-term memory
*/
remember(key: string, value: unknown): void {
this.memory.shortTerm.set(key, value);
}
/**
* Retrieve a value from memory
*/
recall(key: string): unknown | undefined {
return this.memory.shortTerm.get(key) || this.memory.longTerm.get(key);
}
/**
* Store a value in long-term memory
*/
memorize(key: string, value: unknown): void {
this.memory.longTerm.set(key, value);
}
/**
* Clear short-term memory
*/
forget(): void {
this.memory.shortTerm.clear();
}
/**
* Clear conversation history
*/
clearHistory(): void {
this.memory.conversationHistory = [];
this.contextManager.clear();
}
/**
* Get conversation summary
*/
getSummary(): string {
const messages = this.memory.conversationHistory;
return messages.map(m => `[${m.role}]: ${m.content.substring(0, 100)}...`).join('\n');
}
/**
* Get agent stats
*/
getStats() {
return {
id: this.id,
name: this.name,
messageCount: this.memory.conversationHistory.length,
toolCount: this.tools.size,
memoryItems: this.memory.shortTerm.size + this.memory.longTerm.size,
contextStats: this.contextManager.getStats()
};
}
/**
* Abstract method for agent-specific behavior
*/
abstract act(input: string, context?: string): Promise<AgentResponse>;
}
/**
* SimpleAgent - A basic agent implementation
*/
export class SimpleAgent extends BaseAgent {
async act(input: string, context?: string): Promise<AgentResponse> {
return this.process(input, context);
}
}
/**
* Create a simple agent with custom system prompt
*/
export function createAgent(
name: string,
systemPrompt: string,
options?: {
description?: string;
tools?: AgentTool[];
maxTokens?: number;
}
): SimpleAgent {
return new SimpleAgent({
name,
systemPrompt,
description: options?.description || `Agent: ${name}`,
tools: options?.tools,
maxTokens: options?.maxTokens
});
}

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/**
* Task Agent Module
*
* Specialized agent for executing structured tasks with
* planning, execution, and verification phases.
*/
import { BaseAgent, AgentConfig, AgentResponse, AgentTool } from './base-agent';
export interface TaskStep {
id: string;
description: string;
status: 'pending' | 'running' | 'completed' | 'failed';
result?: unknown;
error?: string;
}
export interface TaskPlan {
steps: TaskStep[];
estimatedComplexity: 'low' | 'medium' | 'high';
dependencies: Map<string, string[]>;
}
export interface TaskResult {
success: boolean;
steps: TaskStep[];
output: unknown;
errors: string[];
}
/**
* TaskAgent - Agent specialized for structured task execution
*/
export class TaskAgent extends BaseAgent {
private currentPlan: TaskPlan | null = null;
private taskHistory: TaskResult[] = [];
constructor(config: AgentConfig) {
super(config);
// Add default tools for task agents
this.addTool({
name: 'plan',
description: 'Create a plan for a complex task',
execute: async (params) => {
const task = params as { description: string };
return this.createPlan(task.description);
}
});
this.addTool({
name: 'execute_step',
description: 'Execute a single step of the plan',
execute: async (params) => {
const step = params as { stepId: string };
return this.executeStep(step.stepId);
}
});
}
/**
* Execute a task with planning
*/
async act(input: string, context?: string): Promise<AgentResponse> {
// First, create a plan
this.currentPlan = await this.createPlan(input);
// Execute the plan
const result = await this.executePlan();
this.taskHistory.push(result);
return {
content: result.success
? `Task completed successfully.\n${JSON.stringify(result.output, null, 2)}`
: `Task failed. Errors: ${result.errors.join(', ')}`,
tokens: { prompt: 0, completion: 0, total: 0 },
metadata: {
plan: this.currentPlan,
result
}
};
}
/**
* Create a plan for a task
*/
private async createPlan(taskDescription: string): Promise<TaskPlan> {
const planningPrompt = `Break down the following task into steps. For each step, provide a brief description.
Task: ${taskDescription}
Respond in JSON format:
{
"steps": [
{ "id": "step1", "description": "First step description" },
{ "id": "step2", "description": "Second step description" }
],
"complexity": "low|medium|high",
"dependencies": {
"step2": ["step1"]
}
}`;
const response = await this.process(planningPrompt);
try {
// Extract JSON from response
const jsonMatch = response.content.match(/\{[\s\S]*\}/);
if (jsonMatch) {
const plan = JSON.parse(jsonMatch[0]);
return {
steps: plan.steps.map((s: TaskStep) => ({ ...s, status: 'pending' as const })),
estimatedComplexity: plan.complexity || 'medium',
dependencies: new Map(Object.entries(plan.dependencies || {}))
};
}
} catch {
// Fall back to simple plan
}
// Default simple plan
return {
steps: [{ id: 'step1', description: taskDescription, status: 'pending' }],
estimatedComplexity: 'low',
dependencies: new Map()
};
}
/**
* Execute the current plan
*/
private async executePlan(): Promise<TaskResult> {
if (!this.currentPlan) {
return {
success: false,
steps: [],
output: null,
errors: ['No plan available']
};
}
const errors: string[] = [];
const completedSteps = new Set<string>();
// Execute steps in order, respecting dependencies
for (const step of this.currentPlan.steps) {
// Check dependencies
const deps = this.currentPlan.dependencies.get(step.id) || [];
const depsMet = deps.every(depId => completedSteps.has(depId));
if (!depsMet) {
step.status = 'failed';
step.error = 'Dependencies not met';
errors.push(`Step ${step.id}: Dependencies not met`);
continue;
}
// Execute step
step.status = 'running';
try {
const result = await this.executeStep(step.id);
step.status = 'completed';
step.result = result;
completedSteps.add(step.id);
} catch (error) {
step.status = 'failed';
step.error = String(error);
errors.push(`Step ${step.id}: ${error}`);
}
}
const success = errors.length === 0;
const finalStep = this.currentPlan.steps[this.currentPlan.steps.length - 1];
return {
success,
steps: this.currentPlan.steps,
output: finalStep.result,
errors
};
}
/**
* Execute a single step
*/
private async executeStep(stepId: string): Promise<unknown> {
if (!this.currentPlan) throw new Error('No plan available');
const step = this.currentPlan.steps.find(s => s.id === stepId);
if (!step) throw new Error(`Step ${stepId} not found`);
const response = await this.process(
`Execute the following step and provide the result:\n\n${step.description}`
);
return response.content;
}
/**
* Get task history
*/
getTaskHistory(): TaskResult[] {
return [...this.taskHistory];
}
/**
* Get current plan
*/
getCurrentPlan(): TaskPlan | null {
return this.currentPlan;
}
}
/**
* Create a task agent
*/
export function createTaskAgent(
name: string,
systemPrompt: string,
options?: {
description?: string;
tools?: AgentTool[];
}
): TaskAgent {
return new TaskAgent({
name,
systemPrompt,
description: options?.description || `Task Agent: ${name}`,
tools: options?.tools
});
}

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/**
* Context Compaction Module
*
* Manages conversation context by implementing multiple compaction strategies:
* - Sliding window (keep recent messages)
* - Summarization (compress older messages)
* - Priority-based retention (keep important messages)
* - Semantic clustering (group related messages)
*/
import { TokenCounter, TokenBudget } from './token-counter';
import { ConversationSummarizer, SummaryResult, ConversationTurn } from './summarizer';
export interface CompactionResult {
messages: ConversationTurn[];
originalTokenCount: number;
newTokenCount: number;
tokensSaved: number;
compressionRatio: number;
strategy: CompactionStrategy;
summaryAdded: boolean;
removedCount: number;
}
export type CompactionStrategy =
| 'sliding-window'
| 'summarize-old'
| 'priority-retention'
| 'hybrid';
export interface CompactionConfig {
maxTokens: number;
targetTokens: number;
strategy: CompactionStrategy;
preserveRecentCount: number;
preserveSystemMessage: boolean;
priorityKeywords: string[];
summaryMaxTokens: number;
triggerThreshold: number; // Percentage (0-100) of maxTokens to trigger compaction
}
export interface MessagePriority {
message: ConversationTurn;
index: number;
priority: number;
tokens: number;
reasons: string[];
}
const DEFAULT_CONFIG: CompactionConfig = {
maxTokens: 120000,
targetTokens: 80000,
strategy: 'hybrid',
preserveRecentCount: 6,
preserveSystemMessage: true,
priorityKeywords: ['important', 'critical', 'decision', 'todo', 'remember'],
summaryMaxTokens: 2000,
triggerThreshold: 80
};
/**
* ContextCompactor - Manages conversation context compaction
*/
export class ContextCompactor {
private tokenCounter: TokenCounter;
private summarizer: ConversationSummarizer;
private config: CompactionConfig;
private lastCompaction: Date | null = null;
private compactionHistory: CompactionResult[] = [];
constructor(config: Partial<CompactionConfig> = {}) {
this.config = { ...DEFAULT_CONFIG, ...config };
this.tokenCounter = new TokenCounter(this.config.maxTokens);
this.summarizer = new ConversationSummarizer();
}
/**
* Check if compaction is needed
*/
needsCompaction(messages: ConversationTurn[]): boolean {
const tokenCount = this.tokenCounter.countConversation(messages).total;
const threshold = this.config.maxTokens * (this.config.triggerThreshold / 100);
return tokenCount >= threshold;
}
/**
* Get current token budget status
*/
getBudget(messages: ConversationTurn[]): TokenBudget {
const tokenCount = this.tokenCounter.countConversation(messages).total;
return this.tokenCounter.getBudget(tokenCount);
}
/**
* Compact the conversation using the configured strategy
*/
async compact(messages: ConversationTurn[]): Promise<CompactionResult> {
const originalTokenCount = this.tokenCounter.countConversation(messages).total;
// Check if compaction is needed
if (originalTokenCount < this.config.targetTokens) {
return {
messages,
originalTokenCount,
newTokenCount: originalTokenCount,
tokensSaved: 0,
compressionRatio: 1,
strategy: this.config.strategy,
summaryAdded: false,
removedCount: 0
};
}
let result: CompactionResult;
switch (this.config.strategy) {
case 'sliding-window':
result = this.slidingWindowCompaction(messages, originalTokenCount);
break;
case 'summarize-old':
result = await this.summarizeOldCompaction(messages, originalTokenCount);
break;
case 'priority-retention':
result = this.priorityRetentionCompaction(messages, originalTokenCount);
break;
case 'hybrid':
default:
result = await this.hybridCompaction(messages, originalTokenCount);
break;
}
// Record compaction
this.lastCompaction = new Date();
this.compactionHistory.push(result);
return result;
}
/**
* Sliding window compaction - keep only recent messages
*/
private slidingWindowCompaction(
messages: ConversationTurn[],
originalTokenCount: number
): CompactionResult {
const result: ConversationTurn[] = [];
// Preserve system message if configured
if (this.config.preserveSystemMessage && messages[0]?.role === 'system') {
result.push(messages[0]);
}
// Add recent messages
const startIndex = Math.max(
this.config.preserveSystemMessage && messages[0]?.role === 'system' ? 1 : 0,
messages.length - this.config.preserveRecentCount
);
for (let i = startIndex; i < messages.length; i++) {
result.push(messages[i]);
}
const newTokenCount = this.tokenCounter.countConversation(result).total;
return {
messages: result,
originalTokenCount,
newTokenCount,
tokensSaved: originalTokenCount - newTokenCount,
compressionRatio: newTokenCount / originalTokenCount,
strategy: 'sliding-window',
summaryAdded: false,
removedCount: messages.length - result.length
};
}
/**
* Summarize old messages compaction
*/
private async summarizeOldCompaction(
messages: ConversationTurn[],
originalTokenCount: number
): Promise<CompactionResult> {
const result: ConversationTurn[] = [];
// Preserve system message
if (this.config.preserveSystemMessage && messages[0]?.role === 'system') {
result.push(messages[0]);
}
// Find cutoff point
const cutoffIndex = messages.length - this.config.preserveRecentCount;
if (cutoffIndex > 1) {
// Get messages to summarize
const toSummarize = messages.slice(
this.config.preserveSystemMessage && messages[0]?.role === 'system' ? 1 : 0,
cutoffIndex
);
// Create summary
const summaryResult = await this.summarizer.summarize(toSummarize, {
maxSummaryTokens: this.config.summaryMaxTokens
});
// Add summary as a system message
result.push({
role: 'system',
content: `[Previous Conversation Summary]\n${summaryResult.summary}\n\nKey Points:\n${summaryResult.keyPoints.map(p => `- ${p}`).join('\n')}`,
metadata: {
type: 'compaction-summary',
originalMessageCount: toSummarize.length,
createdAt: new Date().toISOString()
}
});
}
// Add recent messages
for (let i = Math.max(cutoffIndex, 0); i < messages.length; i++) {
result.push(messages[i]);
}
const newTokenCount = this.tokenCounter.countConversation(result).total;
return {
messages: result,
originalTokenCount,
newTokenCount,
tokensSaved: originalTokenCount - newTokenCount,
compressionRatio: newTokenCount / originalTokenCount,
strategy: 'summarize-old',
summaryAdded: cutoffIndex > 1,
removedCount: messages.length - result.length + (cutoffIndex > 1 ? 1 : 0)
};
}
/**
* Priority-based retention compaction
*/
private priorityRetentionCompaction(
messages: ConversationTurn[],
originalTokenCount: number
): CompactionResult {
// Calculate priorities for all messages
const priorities = this.calculateMessagePriorities(messages);
// Sort by priority (descending)
priorities.sort((a, b) => b.priority - a.priority);
// Select messages until we hit target tokens
const selected: ConversationTurn[] = [];
let currentTokens = 0;
const selectedIndices = new Set<number>();
// Always include system message if configured
if (this.config.preserveSystemMessage && messages[0]?.role === 'system') {
selected.push(messages[0]);
selectedIndices.add(0);
currentTokens += this.tokenCounter.countMessage(messages[0]);
}
// Always include recent messages (high priority)
const recentStart = Math.max(
this.config.preserveSystemMessage && messages[0]?.role === 'system' ? 1 : 0,
messages.length - this.config.preserveRecentCount
);
for (let i = recentStart; i < messages.length; i++) {
if (!selectedIndices.has(i)) {
selected.push(messages[i]);
selectedIndices.add(i);
currentTokens += this.tokenCounter.countMessage(messages[i]);
}
}
// Add high-priority messages until target is reached
for (const mp of priorities) {
if (selectedIndices.has(mp.index)) continue;
if (currentTokens + mp.tokens > this.config.targetTokens) break;
selected.push(mp.message);
selectedIndices.add(mp.index);
currentTokens += mp.tokens;
}
// Sort selected messages by original order
selected.sort((a, b) => {
const aIdx = messages.indexOf(a);
const bIdx = messages.indexOf(b);
return aIdx - bIdx;
});
const newTokenCount = this.tokenCounter.countConversation(selected).tokens;
return {
messages: selected,
originalTokenCount,
newTokenCount,
tokensSaved: originalTokenCount - newTokenCount,
compressionRatio: newTokenCount / originalTokenCount,
strategy: 'priority-retention',
summaryAdded: false,
removedCount: messages.length - selected.length
};
}
/**
* Hybrid compaction - combines multiple strategies
*/
private async hybridCompaction(
messages: ConversationTurn[],
originalTokenCount: number
): Promise<CompactionResult> {
const result: ConversationTurn[] = [];
// Preserve system message
if (this.config.preserveSystemMessage && messages[0]?.role === 'system') {
result.push(messages[0]);
}
const priorities = this.calculateMessagePriorities(messages);
// Identify important messages to keep
const importantIndices = new Set<number>();
for (const mp of priorities) {
if (mp.priority >= 7) { // High priority threshold
importantIndices.add(mp.index);
}
}
// Find cutoff for summarization
const cutoffIndex = messages.length - this.config.preserveRecentCount;
// Summarize middle section if needed
const middleStart = this.config.preserveSystemMessage && messages[0]?.role === 'system' ? 1 : 0;
const middleEnd = cutoffIndex;
const middleMessages = messages.slice(middleStart, middleEnd)
.filter((_, idx) => !importantIndices.has(middleStart + idx));
if (middleMessages.length > 3) {
const summaryResult = await this.summarizer.summarize(middleMessages, {
maxSummaryTokens: this.config.summaryMaxTokens
});
result.push({
role: 'system',
content: `[Context Summary]\n${summaryResult.summary}`,
metadata: {
type: 'compaction-summary',
originalMessageCount: middleMessages.length
}
});
}
// Add important messages from the middle section
for (let i = middleStart; i < middleEnd; i++) {
if (importantIndices.has(i)) {
result.push(messages[i]);
}
}
// Add recent messages
for (let i = cutoffIndex; i < messages.length; i++) {
result.push(messages[i]);
}
// Sort by original order
result.sort((a, b) => messages.indexOf(a) - messages.indexOf(b));
const newTokenCount = this.tokenCounter.countConversation(result).tokens;
return {
messages: result,
originalTokenCount,
newTokenCount,
tokensSaved: originalTokenCount - newTokenCount,
compressionRatio: newTokenCount / originalTokenCount,
strategy: 'hybrid',
summaryAdded: middleMessages.length > 3,
removedCount: messages.length - result.length + (middleMessages.length > 3 ? 1 : 0)
};
}
/**
* Calculate priority scores for messages
*/
private calculateMessagePriorities(messages: ConversationTurn[]): MessagePriority[] {
return messages.map((msg, index) => {
let priority = 5; // Base priority
const reasons: string[] = [];
// System messages are high priority
if (msg.role === 'system') {
priority += 3;
reasons.push('System message');
}
// Recent messages are higher priority
const recency = index / messages.length;
priority += recency * 2;
if (recency > 0.7) reasons.push('Recent message');
// Check for priority keywords
const content = msg.content.toLowerCase();
for (const keyword of this.config.priorityKeywords) {
if (content.includes(keyword.toLowerCase())) {
priority += 1;
reasons.push(`Contains "${keyword}"`);
}
}
// User questions might be important
if (msg.role === 'user' && content.includes('?')) {
priority += 0.5;
reasons.push('User question');
}
// Code blocks might be important
if (content.includes('```')) {
priority += 1;
reasons.push('Contains code');
}
// Decisions or confirmations
if (content.match(/(yes|no|agree|decided|confirmed|done)/i)) {
priority += 0.5;
reasons.push('Potential decision');
}
return {
message: msg,
index,
priority: Math.min(10, Math.max(1, priority)),
tokens: this.tokenCounter.countMessage(msg),
reasons
};
});
}
/**
* Get compaction history
*/
getHistory(): CompactionResult[] {
return [...this.compactionHistory];
}
/**
* Get statistics about compactions
*/
getStats(): {
totalCompactions: number;
totalTokensSaved: number;
averageCompressionRatio: number;
lastCompaction: Date | null;
} {
if (this.compactionHistory.length === 0) {
return {
totalCompactions: 0,
totalTokensSaved: 0,
averageCompressionRatio: 0,
lastCompaction: null
};
}
const totalTokensSaved = this.compactionHistory.reduce(
(sum, c) => sum + c.tokensSaved, 0
);
const avgRatio = this.compactionHistory.reduce(
(sum, c) => sum + c.compressionRatio, 0
) / this.compactionHistory.length;
return {
totalCompactions: this.compactionHistory.length,
totalTokensSaved,
averageCompressionRatio: avgRatio,
lastCompaction: this.lastCompaction
};
}
}
/**
* ConversationContextManager - High-level context management
*/
export class ConversationContextManager {
private compactor: ContextCompactor;
private messages: ConversationTurn[] = [];
private summary: string | null = null;
constructor(config: Partial<CompactionConfig> = {}) {
this.compactor = new ContextCompactor(config);
}
/**
* Add a message to the context
*/
addMessage(message: ConversationTurn): void {
this.messages.push({
...message,
timestamp: message.timestamp || new Date()
});
}
/**
* Get all messages, with optional compaction
*/
async getMessages(): Promise<ConversationTurn[]> {
if (this.compactor.needsCompaction(this.messages)) {
const result = await this.compactor.compact(this.messages);
this.messages = result.messages;
return this.messages;
}
return this.messages;
}
/**
* Force compaction
*/
async forceCompact(): Promise<CompactionResult> {
const result = await this.compactor.compact(this.messages);
this.messages = result.messages;
return result;
}
/**
* Get current token count
*/
getTokenCount(): number {
return this.compactor['tokenCounter'].countConversation(this.messages).total;
}
/**
* Clear the context
*/
clear(): void {
this.messages = [];
this.summary = null;
}
/**
* Get context stats
*/
getStats() {
return {
messageCount: this.messages.length,
tokenCount: this.getTokenCount(),
budget: this.compactor.getBudget(this.messages),
compactionStats: this.compactor.getStats()
};
}
}
// Default instance
export const defaultCompactor = new ContextCompactor();
export const defaultContextManager = new ConversationContextManager();

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/**
* Agent Orchestration Module
*
* Manages agent lifecycle, task routing, inter-agent communication,
* and coordinated execution of complex multi-agent workflows.
*/
import { randomUUID } from 'crypto';
export type AgentStatus = 'idle' | 'working' | 'waiting' | 'completed' | 'failed';
export type TaskPriority = 'low' | 'medium' | 'high' | 'critical';
export type TaskStatus = 'pending' | 'running' | 'completed' | 'failed' | 'cancelled';
export interface AgentConfig {
id: string;
name: string;
type: string;
capabilities: string[];
maxConcurrentTasks: number;
timeout: number;
metadata?: Record<string, unknown>;
}
export interface Task {
id: string;
type: string;
description: string;
priority: TaskPriority;
status: TaskStatus;
assignedAgent?: string;
input: unknown;
output?: unknown;
error?: string;
createdAt: Date;
startedAt?: Date;
completedAt?: Date;
dependencies: string[];
metadata?: Record<string, unknown>;
}
export interface AgentState {
config: AgentConfig;
status: AgentStatus;
currentTasks: string[];
completedTasks: number;
failedTasks: number;
lastActivity?: Date;
}
export interface OrchestratorEvent {
type: 'task_created' | 'task_assigned' | 'task_completed' | 'task_failed' |
'agent_registered' | 'agent_status_changed';
timestamp: Date;
data: unknown;
}
export type EventHandler = (event: OrchestratorEvent) => void | Promise<void>;
interface TaskQueue {
pending: Task[];
running: Map<string, Task>;
completed: Task[];
failed: Task[];
}
/**
* AgentOrchestrator - Central coordinator for multi-agent systems
*/
export class AgentOrchestrator {
private agents: Map<string, AgentState> = new Map();
private tasks: TaskQueue = {
pending: [],
running: new Map(),
completed: [],
failed: []
};
private eventHandlers: Map<string, EventHandler[]> = new Map();
private taskProcessors: Map<string, (task: Task) => Promise<unknown>> = new Map();
private running = false;
private processInterval?: ReturnType<typeof setInterval>;
constructor() {
this.registerDefaultProcessors();
}
/**
* Register a new agent
*/
registerAgent(config: AgentConfig): AgentState {
const state: AgentState = {
config,
status: 'idle',
currentTasks: [],
completedTasks: 0,
failedTasks: 0
};
this.agents.set(config.id, state);
this.emit('agent_registered', { agent: state });
return state;
}
/**
* Unregister an agent
*/
unregisterAgent(agentId: string): boolean {
const agent = this.agents.get(agentId);
if (!agent) return false;
// Reassign any tasks the agent was working on
for (const taskId of agent.currentTasks) {
const task = this.tasks.running.get(taskId);
if (task) {
task.status = 'pending';
task.assignedAgent = undefined;
this.tasks.pending.push(task);
this.tasks.running.delete(taskId);
}
}
this.agents.delete(agentId);
return true;
}
/**
* Get agent state
*/
getAgent(agentId: string): AgentState | undefined {
return this.agents.get(agentId);
}
/**
* Get all agents
*/
getAllAgents(): AgentState[] {
return Array.from(this.agents.values());
}
/**
* Create a new task
*/
createTask(
type: string,
description: string,
input: unknown,
options: {
priority?: TaskPriority;
dependencies?: string[];
assignedAgent?: string;
metadata?: Record<string, unknown>;
} = {}
): Task {
const task: Task = {
id: randomUUID(),
type,
description,
priority: options.priority || 'medium',
status: 'pending',
input,
createdAt: new Date(),
dependencies: options.dependencies || [],
assignedAgent: options.assignedAgent,
metadata: options.metadata
};
this.tasks.pending.push(task);
this.emit('task_created', { task });
// Auto-assign if agent specified
if (options.assignedAgent) {
this.assignTask(task.id, options.assignedAgent);
}
return task;
}
/**
* Assign a task to a specific agent
*/
assignTask(taskId: string, agentId: string): boolean {
const agent = this.agents.get(agentId);
if (!agent) return false;
if (agent.currentTasks.length >= agent.config.maxConcurrentTasks) {
return false;
}
const taskIndex = this.tasks.pending.findIndex(t => t.id === taskId);
if (taskIndex === -1) return false;
const task = this.tasks.pending[taskIndex];
task.assignedAgent = agentId;
this.emit('task_assigned', { task, agent });
return true;
}
/**
* Get task by ID
*/
getTask(taskId: string): Task | undefined {
return (
this.tasks.pending.find(t => t.id === taskId) ||
this.tasks.running.get(taskId) ||
this.tasks.completed.find(t => t.id === taskId) ||
this.tasks.failed.find(t => t.id === taskId)
);
}
/**
* Get all tasks by status
*/
getTasksByStatus(status: TaskStatus): Task[] {
switch (status) {
case 'pending':
return [...this.tasks.pending];
case 'running':
return Array.from(this.tasks.running.values());
case 'completed':
return [...this.tasks.completed];
case 'failed':
return [...this.tasks.failed];
case 'cancelled':
return [...this.tasks.failed.filter(t => t.error === 'Cancelled')];
}
}
/**
* Register a task processor
*/
registerProcessor(
taskType: string,
processor: (task: Task) => Promise<unknown>
): void {
this.taskProcessors.set(taskType, processor);
}
/**
* Start the orchestrator
*/
start(): void {
if (this.running) return;
this.running = true;
this.processInterval = setInterval(() => this.process(), 100);
}
/**
* Stop the orchestrator
*/
stop(): void {
this.running = false;
if (this.processInterval) {
clearInterval(this.processInterval);
}
}
/**
* Process pending tasks
*/
private async process(): Promise<void> {
if (!this.running) return;
// Get tasks ready to run (dependencies satisfied)
const readyTasks = this.getReadyTasks();
for (const task of readyTasks) {
// Find available agent
const agent = this.findAvailableAgent(task);
if (!agent) continue;
// Move task to running
const taskIndex = this.tasks.pending.indexOf(task);
if (taskIndex > -1) {
this.tasks.pending.splice(taskIndex, 1);
}
task.status = 'running';
task.startedAt = new Date();
task.assignedAgent = agent.config.id;
this.tasks.running.set(task.id, task);
agent.currentTasks.push(task.id);
agent.status = 'working';
agent.lastActivity = new Date();
this.updateAgentStatus(agent.config.id, 'working');
// Execute task
this.executeTask(task, agent);
}
}
/**
* Get tasks that are ready to run
*/
private getReadyTasks(): Task[] {
return this.tasks.pending
.filter(task => {
// Check dependencies
for (const depId of task.dependencies) {
const depTask = this.getTask(depId);
if (!depTask || depTask.status !== 'completed') {
return false;
}
}
return true;
})
.sort((a, b) => {
// Sort by priority
const priorityOrder = { critical: 0, high: 1, medium: 2, low: 3 };
return priorityOrder[a.priority] - priorityOrder[b.priority];
});
}
/**
* Find an available agent for a task
*/
private findAvailableAgent(task: Task): AgentState | undefined {
// If task is pre-assigned, use that agent
if (task.assignedAgent) {
const agent = this.agents.get(task.assignedAgent);
if (agent && agent.currentTasks.length < agent.config.maxConcurrentTasks) {
return agent;
}
}
// Find best available agent
const availableAgents = Array.from(this.agents.values())
.filter(a =>
a.currentTasks.length < a.config.maxConcurrentTasks &&
a.config.capabilities.includes(task.type)
)
.sort((a, b) => {
// Prefer agents with fewer current tasks
return a.currentTasks.length - b.currentTasks.length;
});
return availableAgents[0];
}
/**
* Execute a task
*/
private async executeTask(task: Task, agent: AgentState): Promise<void> {
const processor = this.taskProcessors.get(task.type);
try {
if (!processor) {
throw new Error(`No processor registered for task type: ${task.type}`);
}
const output = await Promise.race([
processor(task),
this.createTimeout(task.id, agent.config.timeout)
]);
task.output = output;
task.status = 'completed';
task.completedAt = new Date();
this.tasks.running.delete(task.id);
this.tasks.completed.push(task);
agent.completedTasks++;
agent.lastActivity = new Date();
this.emit('task_completed', { task, agent });
} catch (error) {
task.status = 'failed';
task.error = error instanceof Error ? error.message : String(error);
task.completedAt = new Date();
this.tasks.running.delete(task.id);
this.tasks.failed.push(task);
agent.failedTasks++;
agent.lastActivity = new Date();
this.emit('task_failed', { task, agent, error: task.error });
}
// Remove from agent's current tasks
const taskIdx = agent.currentTasks.indexOf(task.id);
if (taskIdx > -1) {
agent.currentTasks.splice(taskIdx, 1);
}
// Update agent status
if (agent.currentTasks.length === 0) {
this.updateAgentStatus(agent.config.id, 'idle');
}
}
/**
* Create a timeout promise
*/
private createTimeout(taskId: string, timeout: number): Promise<never> {
return new Promise((_, reject) => {
setTimeout(() => reject(new Error(`Task ${taskId} timed out`)), timeout);
});
}
/**
* Update agent status
*/
private updateAgentStatus(agentId: string, status: AgentStatus): void {
const agent = this.agents.get(agentId);
if (agent) {
agent.status = status;
this.emit('agent_status_changed', { agent });
}
}
/**
* Register default task processors
*/
private registerDefaultProcessors(): void {
// Default processors can be registered here
}
/**
* Subscribe to orchestrator events
*/
on(event: OrchestratorEvent['type'], handler: EventHandler): () => void {
if (!this.eventHandlers.has(event)) {
this.eventHandlers.set(event, []);
}
this.eventHandlers.get(event)!.push(handler);
// Return unsubscribe function
return () => {
const handlers = this.eventHandlers.get(event);
if (handlers) {
const idx = handlers.indexOf(handler);
if (idx > -1) handlers.splice(idx, 1);
}
};
}
/**
* Emit an event
*/
private emit(type: OrchestratorEvent['type'], data: unknown): void {
const event: OrchestratorEvent = {
type,
timestamp: new Date(),
data
};
const handlers = this.eventHandlers.get(type) || [];
for (const handler of handlers) {
try {
handler(event);
} catch (error) {
console.error(`Error in event handler for ${type}:`, error);
}
}
}
/**
* Get orchestrator statistics
*/
getStats(): {
agents: { total: number; idle: number; working: number };
tasks: { pending: number; running: number; completed: number; failed: number };
} {
const agentStates = Array.from(this.agents.values());
return {
agents: {
total: agentStates.length,
idle: agentStates.filter(a => a.status === 'idle').length,
working: agentStates.filter(a => a.status === 'working').length
},
tasks: {
pending: this.tasks.pending.length,
running: this.tasks.running.size,
completed: this.tasks.completed.length,
failed: this.tasks.failed.length
}
};
}
/**
* Cancel a task
*/
cancelTask(taskId: string): boolean {
const task = this.tasks.running.get(taskId) ||
this.tasks.pending.find(t => t.id === taskId);
if (!task) return false;
task.status = 'cancelled';
task.error = 'Cancelled';
task.completedAt = new Date();
if (this.tasks.running.has(taskId)) {
this.tasks.running.delete(taskId);
this.tasks.failed.push(task);
} else {
const idx = this.tasks.pending.indexOf(task);
if (idx > -1) this.tasks.pending.splice(idx, 1);
this.tasks.failed.push(task);
}
return true;
}
/**
* Retry a failed task
*/
retryTask(taskId: string): boolean {
const taskIndex = this.tasks.failed.findIndex(t => t.id === taskId);
if (taskIndex === -1) return false;
const task = this.tasks.failed[taskIndex];
task.status = 'pending';
task.error = undefined;
task.startedAt = undefined;
task.completedAt = undefined;
this.tasks.failed.splice(taskIndex, 1);
this.tasks.pending.push(task);
return true;
}
}
// Singleton instance
export const defaultOrchestrator = new AgentOrchestrator();

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/**
* Subagent Spawner Module
*
* Creates and manages child agents (subagents) for parallel task execution.
* Implements communication channels, result aggregation, and lifecycle management.
*/
import { randomUUID } from 'crypto';
import ZAI from 'z-ai-web-dev-sdk';
import { AgentOrchestrator, AgentConfig, Task, TaskPriority } from './orchestrator';
export type SubagentType =
| 'explorer' // For code exploration
| 'researcher' // For information gathering
| 'coder' // For code generation
| 'reviewer' // For code review
| 'planner' // For task planning
| 'executor' // For task execution
| 'custom'; // Custom subagent
export interface SubagentDefinition {
type: SubagentType;
name: string;
description: string;
systemPrompt: string;
capabilities: string[];
maxTasks?: number;
timeout?: number;
}
export interface SubagentResult {
subagentId: string;
taskId: string;
success: boolean;
output: unknown;
error?: string;
tokens: {
input: number;
output: number;
};
duration: number;
}
export interface SpawnOptions {
priority?: TaskPriority;
timeout?: number;
context?: string;
dependencies?: string[];
metadata?: Record<string, unknown>;
}
export interface SubagentPool {
id: string;
name: string;
subagents: Map<string, SubagentInstance>;
createdAt: Date;
}
/**
* SubagentInstance - A running subagent
*/
export class SubagentInstance {
id: string;
definition: SubagentDefinition;
orchestrator: AgentOrchestrator;
private zai: Awaited<ReturnType<typeof ZAI.create>> | null = null;
private initialized = false;
constructor(
definition: SubagentDefinition,
orchestrator: AgentOrchestrator
) {
this.id = `${definition.type}-${randomUUID().substring(0, 8)}`;
this.definition = definition;
this.orchestrator = orchestrator;
}
/**
* Initialize the subagent
*/
async initialize(): Promise<void> {
if (this.initialized) return;
this.zai = await ZAI.create();
// Register with orchestrator
const config: AgentConfig = {
id: this.id,
name: this.definition.name,
type: this.definition.type,
capabilities: this.definition.capabilities,
maxConcurrentTasks: this.definition.maxTasks || 3,
timeout: this.definition.timeout || 60000,
metadata: {
systemPrompt: this.definition.systemPrompt
}
};
this.orchestrator.registerAgent(config);
this.initialized = true;
}
/**
* Execute a task
*/
async execute(input: string, context?: string): Promise<SubagentResult> {
const startTime = Date.now();
if (!this.initialized || !this.zai) {
await this.initialize();
}
const task = this.orchestrator.createTask(
this.definition.type,
`Execute ${this.definition.type} task`,
{ input, context },
{ assignedAgent: this.id }
);
try {
const messages = [
{
role: 'assistant' as const,
content: this.definition.systemPrompt
},
{
role: 'user' as const,
content: context
? `Context: ${context}\n\nTask: ${input}`
: input
}
];
const response = await this.zai!.chat.completions.create({
messages,
thinking: { type: 'disabled' }
});
const output = response.choices?.[0]?.message?.content || '';
const result: SubagentResult = {
subagentId: this.id,
taskId: task.id,
success: true,
output,
tokens: {
input: 0, // Would need tokenizer to calculate
output: 0
},
duration: Date.now() - startTime
};
return result;
} catch (error) {
return {
subagentId: this.id,
taskId: task.id,
success: false,
output: null,
error: error instanceof Error ? error.message : String(error),
tokens: { input: 0, output: 0 },
duration: Date.now() - startTime
};
}
}
/**
* Terminate the subagent
*/
terminate(): void {
this.orchestrator.unregisterAgent(this.id);
this.initialized = false;
}
}
/**
* SubagentSpawner - Factory for creating and managing subagents
*/
export class SubagentSpawner {
private orchestrator: AgentOrchestrator;
private subagents: Map<string, SubagentInstance> = new Map();
private pools: Map<string, SubagentPool> = new Map();
private definitions: Map<SubagentType, SubagentDefinition> = new Map();
constructor(orchestrator?: AgentOrchestrator) {
this.orchestrator = orchestrator || new AgentOrchestrator();
this.registerDefaultDefinitions();
this.orchestrator.start();
}
/**
* Register default subagent definitions
*/
private registerDefaultDefinitions(): void {
const defaults: SubagentDefinition[] = [
{
type: 'explorer',
name: 'Code Explorer',
description: 'Explores codebases to find relevant files and code',
systemPrompt: `You are a code explorer agent. Your job is to search through codebases to find relevant files, functions, and code patterns. Be thorough but concise in your findings.`,
capabilities: ['explore', 'search', 'find']
},
{
type: 'researcher',
name: 'Research Agent',
description: 'Gathers information and researches topics',
systemPrompt: `You are a research agent. Your job is to gather comprehensive information on given topics. Focus on accuracy and completeness.`,
capabilities: ['research', 'gather', 'analyze']
},
{
type: 'coder',
name: 'Code Generator',
description: 'Generates code based on specifications',
systemPrompt: `You are a code generation agent. Your job is to write clean, efficient, and well-documented code. Follow best practices and include appropriate error handling.`,
capabilities: ['code', 'generate', 'implement']
},
{
type: 'reviewer',
name: 'Code Reviewer',
description: 'Reviews code for quality, bugs, and improvements',
systemPrompt: `You are a code review agent. Your job is to analyze code for bugs, security issues, performance problems, and best practice violations. Provide constructive feedback.`,
capabilities: ['review', 'analyze', 'validate']
},
{
type: 'planner',
name: 'Task Planner',
description: 'Plans and breaks down complex tasks',
systemPrompt: `You are a planning agent. Your job is to break down complex tasks into smaller, manageable steps. Consider dependencies and optimal execution order.`,
capabilities: ['plan', 'decompose', 'organize']
},
{
type: 'executor',
name: 'Task Executor',
description: 'Executes specific tasks with precision',
systemPrompt: `You are an execution agent. Your job is to carry out specific tasks accurately and efficiently. Report results clearly and flag any issues encountered.`,
capabilities: ['execute', 'run', 'process']
}
];
for (const def of defaults) {
this.definitions.set(def.type, def);
}
}
/**
* Register a custom subagent definition
*/
registerDefinition(definition: SubagentDefinition): void {
this.definitions.set(definition.type, definition);
}
/**
* Spawn a single subagent
*/
async spawn(type: SubagentType): Promise<SubagentInstance> {
const definition = this.definitions.get(type);
if (!definition) {
throw new Error(`Unknown subagent type: ${type}`);
}
const subagent = new SubagentInstance(definition, this.orchestrator);
await subagent.initialize();
this.subagents.set(subagent.id, subagent);
return subagent;
}
/**
* Spawn multiple subagents of the same type
*/
async spawnPool(
type: SubagentType,
count: number,
poolName?: string
): Promise<SubagentPool> {
const pool: SubagentPool = {
id: randomUUID(),
name: poolName || `${type}-pool-${Date.now()}`,
subagents: new Map(),
createdAt: new Date()
};
for (let i = 0; i < count; i++) {
const subagent = await this.spawn(type);
pool.subagents.set(subagent.id, subagent);
}
this.pools.set(pool.id, pool);
return pool;
}
/**
* Execute task with a spawned subagent
*/
async executeWithSubagent(
type: SubagentType,
task: string,
context?: string,
options?: SpawnOptions
): Promise<SubagentResult> {
const subagent = await this.spawn(type);
try {
const result = await subagent.execute(task, context);
return result;
} finally {
// Auto-terminate after execution
subagent.terminate();
this.subagents.delete(subagent.id);
}
}
/**
* Execute multiple tasks in parallel
*/
async executeParallel(
tasks: Array<{
type: SubagentType;
input: string;
context?: string;
}>,
options?: { maxConcurrent?: number }
): Promise<SubagentResult[]> {
const maxConcurrent = options?.maxConcurrent || 5;
const results: SubagentResult[] = [];
// Process in batches
for (let i = 0; i < tasks.length; i += maxConcurrent) {
const batch = tasks.slice(i, i + maxConcurrent);
const batchPromises = batch.map(t =>
this.executeWithSubagent(t.type, t.input, t.context)
);
const batchResults = await Promise.all(batchPromises);
results.push(...batchResults);
}
return results;
}
/**
* Execute tasks in a pipeline (sequential with context passing)
*/
async executePipeline(
steps: Array<{
type: SubagentType;
input: string | ((prevResult: unknown) => string);
}>,
initialContext?: string
): Promise<{ results: SubagentResult[]; finalOutput: unknown }> {
const results: SubagentResult[] = [];
let currentContext = initialContext;
let currentOutput: unknown = null;
for (const step of steps) {
const input = typeof step.input === 'function'
? step.input(currentOutput)
: step.input;
const result = await this.executeWithSubagent(
step.type,
input,
currentContext
);
results.push(result);
if (result.success) {
currentOutput = result.output;
currentContext = typeof result.output === 'string'
? result.output
: JSON.stringify(result.output);
} else {
// Stop pipeline on failure
break;
}
}
return { results, finalOutput: currentOutput };
}
/**
* Terminate a specific subagent
*/
terminate(subagentId: string): boolean {
const subagent = this.subagents.get(subagentId);
if (subagent) {
subagent.terminate();
this.subagents.delete(subagentId);
return true;
}
return false;
}
/**
* Terminate all subagents in a pool
*/
terminatePool(poolId: string): boolean {
const pool = this.pools.get(poolId);
if (!pool) return false;
for (const subagent of pool.subagents.values()) {
subagent.terminate();
this.subagents.delete(subagent.id);
}
this.pools.delete(poolId);
return true;
}
/**
* Terminate all subagents
*/
terminateAll(): void {
for (const subagent of this.subagents.values()) {
subagent.terminate();
}
this.subagents.clear();
this.pools.clear();
}
/**
* Get active subagents
*/
getActiveSubagents(): SubagentInstance[] {
return Array.from(this.subagents.values());
}
/**
* Get orchestrator stats
*/
getStats() {
return {
activeSubagents: this.subagents.size,
pools: this.pools.size,
orchestrator: this.orchestrator.getStats()
};
}
}
/**
* Quick spawn function for simple use cases
*/
export async function spawnAndExecute(
type: SubagentType,
task: string,
context?: string
): Promise<SubagentResult> {
const spawner = new SubagentSpawner();
return spawner.executeWithSubagent(type, task, context);
}
// Default spawner instance
export const defaultSpawner = new SubagentSpawner();

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/**
* Conversation Summarizer Module
*
* Uses LLM to create intelligent summaries of conversations,
* preserving key information while reducing token count.
*/
import ZAI from 'z-ai-web-dev-sdk';
import { TokenCounter, countTokens } from './token-counter';
export interface SummaryResult {
summary: string;
originalTokens: number;
summaryTokens: number;
compressionRatio: number;
keyPoints: string[];
decisions: string[];
actionItems: string[];
}
export interface SummarizerOptions {
maxSummaryTokens?: number;
preserveRecentMessages?: number;
extractKeyPoints?: boolean;
extractDecisions?: boolean;
extractActionItems?: boolean;
}
export interface ConversationTurn {
role: 'user' | 'assistant' | 'system';
content: string;
timestamp?: Date;
metadata?: Record<string, unknown>;
}
const DEFAULT_OPTIONS: Required<SummarizerOptions> = {
maxSummaryTokens: 1000,
preserveRecentMessages: 3,
extractKeyPoints: true,
extractDecisions: true,
extractActionItems: true
};
/**
* ConversationSummarizer - Creates intelligent summaries of conversations
*/
export class ConversationSummarizer {
private zai: Awaited<ReturnType<typeof ZAI.create>> | null = null;
private tokenCounter: TokenCounter;
private options: Required<SummarizerOptions>;
constructor(options: SummarizerOptions = {}) {
this.options = { ...DEFAULT_OPTIONS, ...options };
this.tokenCounter = new TokenCounter();
}
/**
* Initialize the summarizer (lazy load ZAI)
*/
private async init(): Promise<void> {
if (!this.zai) {
this.zai = await ZAI.create();
}
}
/**
* Summarize a conversation
*/
async summarize(
messages: ConversationTurn[],
options?: Partial<SummarizerOptions>
): Promise<SummaryResult> {
await this.init();
const opts = { ...this.options, ...options };
const originalTokens = this.tokenCounter.countConversation(messages).total;
// Format conversation for summarization
const conversationText = this.formatConversationForSummary(messages);
// Create the summarization prompt
const prompt = this.buildSummarizationPrompt(conversationText, opts);
// Get summary from LLM
const response = await this.zai!.chat.completions.create({
messages: [
{
role: 'assistant',
content: `You are a precise conversation summarizer. Your task is to create concise summaries that preserve all important information while minimizing tokens.`
},
{
role: 'user',
content: prompt
}
],
thinking: { type: 'disabled' }
});
const summaryText = response.choices?.[0]?.message?.content || '';
// Parse the structured response
const parsed = this.parseSummaryResponse(summaryText);
const summaryTokens = countTokens(parsed.summary);
return {
summary: parsed.summary,
originalTokens,
summaryTokens,
compressionRatio: originalTokens > 0 ? summaryTokens / originalTokens : 0,
keyPoints: parsed.keyPoints,
decisions: parsed.decisions,
actionItems: parsed.actionItems
};
}
/**
* Format conversation for summarization
*/
private formatConversationForSummary(messages: ConversationTurn[]): string {
return messages.map(msg => {
const timestamp = msg.timestamp?.toISOString() || '';
return `[${msg.role.toUpperCase()}]${timestamp ? ` (${timestamp})` : ''}: ${msg.content}`;
}).join('\n\n');
}
/**
* Build the summarization prompt
*/
private buildSummarizationPrompt(
conversationText: string,
options: Required<SummarizerOptions>
): string {
const sections: string[] = [];
sections.push(`Please summarize the following conversation concisely.`);
sections.push(`The summary should be under ${options.maxSummaryTokens} tokens.`);
if (options.extractKeyPoints) {
sections.push(`\nExtract KEY POINTS as a bullet list.`);
}
if (options.extractDecisions) {
sections.push(`Extract any DECISIONS made as a bullet list.`);
}
if (options.extractActionItems) {
sections.push(`Extract any ACTION ITEMS as a bullet list.`);
}
sections.push(`\nFormat your response as:
## SUMMARY
[Your concise summary here]
## KEY POINTS
- [Key point 1]
- [Key point 2]
## DECISIONS
- [Decision 1]
- [Decision 2]
## ACTION ITEMS
- [Action item 1]
- [Action item 2]
---
CONVERSATION:
${conversationText}`);
return sections.join('\n');
}
/**
* Parse the structured summary response
*/
private parseSummaryResponse(text: string): {
summary: string;
keyPoints: string[];
decisions: string[];
actionItems: string[];
} {
const sections = {
summary: '',
keyPoints: [] as string[],
decisions: [] as string[],
actionItems: [] as string[]
};
// Extract summary
const summaryMatch = text.match(/## SUMMARY\s*([\s\S]*?)(?=##|$)/i);
if (summaryMatch) {
sections.summary = summaryMatch[1].trim();
}
// Extract key points
const keyPointsMatch = text.match(/## KEY POINTS\s*([\s\S]*?)(?=##|$)/i);
if (keyPointsMatch) {
sections.keyPoints = this.extractBulletPoints(keyPointsMatch[1]);
}
// Extract decisions
const decisionsMatch = text.match(/## DECISIONS\s*([\s\S]*?)(?=##|$)/i);
if (decisionsMatch) {
sections.decisions = this.extractBulletPoints(decisionsMatch[1]);
}
// Extract action items
const actionItemsMatch = text.match(/## ACTION ITEMS\s*([\s\S]*?)(?=##|$)/i);
if (actionItemsMatch) {
sections.actionItems = this.extractBulletPoints(actionItemsMatch[1]);
}
return sections;
}
/**
* Extract bullet points from text
*/
private extractBulletPoints(text: string): string[] {
const lines = text.split('\n');
return lines
.map(line => line.replace(/^[-*•]\s*/, '').trim())
.filter(line => line.length > 0);
}
/**
* Create a rolling summary (for continuous conversations)
*/
async createRollingSummary(
previousSummary: string,
newMessages: ConversationTurn[]
): Promise<SummaryResult> {
await this.init();
const prompt = `You are updating a conversation summary with new messages.
PREVIOUS SUMMARY:
${previousSummary}
NEW MESSAGES:
${this.formatConversationForSummary(newMessages)}
Create an updated summary that integrates the new information with the previous summary.
Keep the summary concise but comprehensive.
Format your response as:
## SUMMARY
[Your updated summary]
## KEY POINTS
- [Updated key points]
## DECISIONS
- [Updated decisions]
## ACTION ITEMS
- [Updated action items]`;
const response = await this.zai!.chat.completions.create({
messages: [
{
role: 'assistant',
content: 'You are a conversation summarizer that maintains rolling summaries.'
},
{
role: 'user',
content: prompt
}
],
thinking: { type: 'disabled' }
});
const summaryText = response.choices?.[0]?.message?.content || '';
const parsed = this.parseSummaryResponse(summaryText);
return {
summary: parsed.summary,
originalTokens: countTokens(previousSummary) + this.tokenCounter.countConversation(newMessages).total,
summaryTokens: countTokens(parsed.summary),
compressionRatio: 0,
keyPoints: parsed.keyPoints,
decisions: parsed.decisions,
actionItems: parsed.actionItems
};
}
/**
* Create a topic-based summary (groups messages by topic)
*/
async createTopicSummary(
messages: ConversationTurn[]
): Promise<Map<string, SummaryResult>> {
await this.init();
// First, identify topics
const topicResponse = await this.zai!.chat.completions.create({
messages: [
{
role: 'assistant',
content: 'Identify the main topics in this conversation. Respond with a JSON array of topic names.'
},
{
role: 'user',
content: this.formatConversationForSummary(messages)
}
],
thinking: { type: 'disabled' }
});
let topics: string[] = [];
try {
const topicText = topicResponse.choices?.[0]?.message?.content || '[]';
topics = JSON.parse(topicText.match(/\[.*\]/s)?.[0] || '[]');
} catch {
topics = ['General'];
}
// Create summaries for each topic
const summaries = new Map<string, SummaryResult>();
for (const topic of topics) {
const summary = await this.summarize(messages, {
maxSummaryTokens: 500
});
summaries.set(topic, summary);
}
return summaries;
}
}
// Singleton instance
export const defaultSummarizer = new ConversationSummarizer();

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/**
* Token Counter Module
*
* Estimates token counts for text and messages.
* Uses a character-based approximation (GPT-style tokenization is roughly 4 chars per token).
* For more accurate counting, you could integrate tiktoken or similar libraries.
*/
export interface TokenCountResult {
tokens: number;
characters: number;
words: number;
}
export interface MessageTokenCount {
role: string;
content: string;
tokens: number;
}
export interface TokenBudget {
used: number;
remaining: number;
total: number;
percentageUsed: number;
}
// Approximate tokens per character ratio (GPT-style)
const CHARS_PER_TOKEN = 4;
// Overhead for message formatting (role, delimiters, etc.)
const MESSAGE_OVERHEAD_TOKENS = 4;
/**
* TokenCounter - Estimates token counts for text and conversations
*/
export class TokenCounter {
private maxTokens: number;
private reservedTokens: number;
constructor(maxTokens: number = 128000, reservedTokens: number = 4096) {
this.maxTokens = maxTokens;
this.reservedTokens = reservedTokens;
}
/**
* Count tokens in a text string
*/
countText(text: string): TokenCountResult {
const characters = text.length;
const words = text.split(/\s+/).filter(w => w.length > 0).length;
// Token estimation using character ratio
// Also account for word boundaries and special characters
const tokens = Math.ceil(characters / CHARS_PER_TOKEN);
return {
tokens,
characters,
words
};
}
/**
* Count tokens in a single message
*/
countMessage(message: { role: string; content: string }): number {
const contentTokens = this.countText(message.content).tokens;
return contentTokens + MESSAGE_OVERHEAD_TOKENS;
}
/**
* Count tokens in a conversation (array of messages)
*/
countConversation(messages: Array<{ role: string; content: string }>): {
total: number;
breakdown: MessageTokenCount[];
} {
const breakdown: MessageTokenCount[] = messages.map(msg => ({
role: msg.role,
content: msg.content.substring(0, 100) + (msg.content.length > 100 ? '...' : ''),
tokens: this.countMessage(msg)
}));
const total = breakdown.reduce((sum, msg) => sum + msg.tokens, 0);
return { total, breakdown };
}
/**
* Get current token budget
*/
getBudget(usedTokens: number): TokenBudget {
const availableTokens = this.maxTokens - this.reservedTokens;
const remaining = Math.max(0, availableTokens - usedTokens);
return {
used: usedTokens,
remaining,
total: availableTokens,
percentageUsed: (usedTokens / availableTokens) * 100
};
}
/**
* Check if adding a message would exceed the budget
*/
wouldExceedBudget(
currentTokens: number,
message: { role: string; content: string }
): boolean {
const messageTokens = this.countMessage(message);
const budget = this.getBudget(currentTokens);
return messageTokens > budget.remaining;
}
/**
* Calculate how many messages can fit in the remaining budget
*/
calculateCapacity(
currentTokens: number,
averageMessageTokens: number = 500
): number {
const budget = this.getBudget(currentTokens);
return Math.floor(budget.remaining / averageMessageTokens);
}
/**
* Split text into chunks that fit within token limits
*/
chunkText(text: string, maxTokensPerChunk: number): string[] {
const totalTokens = this.countText(text).tokens;
if (totalTokens <= maxTokensPerChunk) {
return [text];
}
const chunks: string[] = [];
const sentences = text.split(/(?<=[.!?])\s+/);
let currentChunk = '';
let currentTokens = 0;
for (const sentence of sentences) {
const sentenceTokens = this.countText(sentence).tokens;
if (currentTokens + sentenceTokens > maxTokensPerChunk) {
if (currentChunk) {
chunks.push(currentChunk.trim());
}
currentChunk = sentence;
currentTokens = sentenceTokens;
} else {
currentChunk += ' ' + sentence;
currentTokens += sentenceTokens;
}
}
if (currentChunk.trim()) {
chunks.push(currentChunk.trim());
}
return chunks;
}
/**
* Find the optimal cutoff point for message truncation
*/
findOptimalCutoff(
messages: Array<{ role: string; content: string }>,
targetTokens: number
): number {
let accumulated = 0;
for (let i = 0; i < messages.length; i++) {
const msgTokens = this.countMessage(messages[i]);
if (accumulated + msgTokens > targetTokens) {
return i;
}
accumulated += msgTokens;
}
return messages.length;
}
/**
* Estimate tokens for different content types
*/
estimateContentTokens(content: unknown): number {
if (typeof content === 'string') {
return this.countText(content).tokens;
}
if (Array.isArray(content)) {
return this.countText(JSON.stringify(content)).tokens;
}
if (typeof content === 'object' && content !== null) {
return this.countText(JSON.stringify(content)).tokens;
}
return 0;
}
}
// Singleton instance with default settings
export const defaultTokenCounter = new TokenCounter();
/**
* Quick utility functions
*/
export function countTokens(text: string): number {
return defaultTokenCounter.countText(text).tokens;
}
export function countMessagesTokens(
messages: Array<{ role: string; content: string }>
): number {
return defaultTokenCounter.countConversation(messages).total;
}

179
agent-system/index.ts Normal file
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/**
* Agent System - Complete Implementation
*
* A comprehensive agent framework with:
* - Token counting and management
* - Conversation summarization
* - Context compaction
* - Agent orchestration
* - Subagent spawning
* - Persistent storage
*
* @module agent-system
*/
// Core modules
export { TokenCounter, defaultTokenCounter, countTokens, countMessagesTokens } from './core/token-counter';
export type { TokenCountResult, MessageTokenCount, TokenBudget } from './core/token-counter';
export { ConversationSummarizer, defaultSummarizer } from './core/summarizer';
export type { SummaryResult, SummarizerOptions, ConversationTurn } from './core/summarizer';
export { ContextCompactor, ConversationContextManager, defaultCompactor, defaultContextManager } from './core/context-manager';
export type { CompactionResult, CompactionStrategy, CompactionConfig, MessagePriority } from './core/context-manager';
export { AgentOrchestrator, defaultOrchestrator } from './core/orchestrator';
export type {
AgentStatus,
TaskPriority,
TaskStatus,
AgentConfig,
Task,
AgentState,
OrchestratorEvent,
EventHandler
} from './core/orchestrator';
export {
SubagentSpawner,
SubagentInstance,
defaultSpawner,
spawnAndExecute
} from './core/subagent-spawner';
export type {
SubagentType,
SubagentDefinition,
SubagentResult,
SpawnOptions,
SubagentPool
} from './core/subagent-spawner';
// Agent classes
export { BaseAgent, SimpleAgent, createAgent } from './agents/base-agent';
export type { AgentMemory, AgentTool, AgentConfig, AgentResponse } from './agents/base-agent';
export { TaskAgent, createTaskAgent } from './agents/task-agent';
export type { TaskStep, TaskPlan, TaskResult } from './agents/task-agent';
// Storage
export { AgentStorage, defaultStorage } from './storage/memory-store';
export type { StoredConversation, StoredTask, StoredAgentState } from './storage/memory-store';
// Utilities
export {
debounce,
throttle,
retry,
sleep,
generateId,
deepClone,
deepMerge,
isObject,
truncate,
formatBytes,
formatDuration,
createRateLimiter,
createCache,
compose,
pipe,
chunk,
groupBy
} from './utils/helpers';
/**
* Quick Start Example:
*
* ```typescript
* import {
* createAgent,
* ConversationContextManager,
* SubagentSpawner
* } from './agent-system';
*
* // Create a simple agent
* const agent = createAgent(
* 'MyAgent',
* 'You are a helpful assistant.',
* { description: 'A simple helper agent' }
* );
*
* // Initialize and use
* await agent.initialize();
* const response = await agent.act('Hello!');
* console.log(response.content);
*
* // Use context management
* const context = new ConversationContextManager();
* context.addMessage({ role: 'user', content: 'Hello!' });
*
* // Spawn subagents
* const spawner = new SubagentSpawner();
* const result = await spawner.executeWithSubagent(
* 'researcher',
* 'Research AI agents',
* 'Focus on autonomous agents'
* );
* ```
*/
/**
* Context Compaction Example:
*
* ```typescript
* import { ContextCompactor, ConversationSummarizer } from './agent-system';
*
* // Create compactor with custom config
* const compactor = new ContextCompactor({
* maxTokens: 100000,
* strategy: 'hybrid',
* preserveRecentCount: 10
* });
*
* // Compact a conversation
* const messages = [
* { role: 'user', content: '...' },
* { role: 'assistant', content: '...' },
* // ... many more messages
* ];
*
* if (compactor.needsCompaction(messages)) {
* const result = await compactor.compact(messages);
* console.log(`Saved ${result.tokensSaved} tokens`);
* console.log(`Compression ratio: ${result.compressionRatio}`);
* }
* ```
*/
/**
* Agent Orchestration Example:
*
* ```typescript
* import { AgentOrchestrator, SubagentSpawner } from './agent-system';
*
* const orchestrator = new AgentOrchestrator();
*
* // Register agents
* orchestrator.registerAgent({
* id: 'agent-1',
* name: 'Worker Agent',
* type: 'worker',
* capabilities: ['process', 'execute'],
* maxConcurrentTasks: 3,
* timeout: 60000
* });
*
* // Create tasks
* orchestrator.createTask('process', 'Process data', { data: [...] });
*
* // Listen for events
* orchestrator.on('task_completed', (event) => {
* console.log('Task completed:', event.data);
* });
*
* // Start processing
* orchestrator.start();
* ```
*/
// Version
export const VERSION = '1.0.0';

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/**
* Agent Storage Module
*
* Persistent storage for agent state, conversations, and results.
* Uses filesystem for persistence.
*/
import { writeFileSync, readFileSync, existsSync, mkdirSync, readdirSync, unlinkSync } from 'fs';
import { join } from 'path';
const STORAGE_DIR = join(process.cwd(), '.agent-storage');
export interface StoredConversation {
id: string;
agentId: string;
messages: Array<{
role: 'user' | 'assistant' | 'system';
content: string;
timestamp: string;
}>;
metadata?: Record<string, unknown>;
createdAt: string;
updatedAt: string;
}
export interface StoredTask {
id: string;
type: string;
status: string;
input: unknown;
output?: unknown;
error?: string;
createdAt: string;
completedAt?: string;
}
export interface StoredAgentState {
id: string;
name: string;
type: string;
status: string;
memory: Record<string, unknown>;
createdAt: string;
updatedAt: string;
}
/**
* AgentStorage - Persistent storage for agents
*/
export class AgentStorage {
private baseDir: string;
constructor(baseDir: string = STORAGE_DIR) {
this.baseDir = baseDir;
this.ensureDirectory();
}
/**
* Ensure storage directory exists
*/
private ensureDirectory(): void {
if (!existsSync(this.baseDir)) {
mkdirSync(this.baseDir, { recursive: true });
}
const subdirs = ['conversations', 'tasks', 'agents'];
for (const subdir of subdirs) {
const dir = join(this.baseDir, subdir);
if (!existsSync(dir)) {
mkdirSync(dir, { recursive: true });
}
}
}
/**
* Save a conversation
*/
saveConversation(conversation: StoredConversation): void {
const path = join(this.baseDir, 'conversations', `${conversation.id}.json`);
writeFileSync(path, JSON.stringify(conversation, null, 2), 'utf-8');
}
/**
* Load a conversation
*/
loadConversation(id: string): StoredConversation | null {
try {
const path = join(this.baseDir, 'conversations', `${id}.json`);
if (!existsSync(path)) return null;
return JSON.parse(readFileSync(path, 'utf-8'));
} catch {
return null;
}
}
/**
* List all conversations
*/
listConversations(agentId?: string): StoredConversation[] {
const dir = join(this.baseDir, 'conversations');
if (!existsSync(dir)) return [];
const files = readdirSync(dir).filter(f => f.endsWith('.json'));
return files.map(file => {
const content = readFileSync(join(dir, file), 'utf-8');
return JSON.parse(content) as StoredConversation;
}).filter(conv => !agentId || conv.agentId === agentId);
}
/**
* Delete a conversation
*/
deleteConversation(id: string): boolean {
try {
const path = join(this.baseDir, 'conversations', `${id}.json`);
if (existsSync(path)) {
unlinkSync(path);
return true;
}
return false;
} catch {
return false;
}
}
/**
* Save a task
*/
saveTask(task: StoredTask): void {
const path = join(this.baseDir, 'tasks', `${task.id}.json`);
writeFileSync(path, JSON.stringify(task, null, 2), 'utf-8');
}
/**
* Load a task
*/
loadTask(id: string): StoredTask | null {
try {
const path = join(this.baseDir, 'tasks', `${id}.json`);
if (!existsSync(path)) return null;
return JSON.parse(readFileSync(path, 'utf-8'));
} catch {
return null;
}
}
/**
* List all tasks
*/
listTasks(status?: string): StoredTask[] {
const dir = join(this.baseDir, 'tasks');
if (!existsSync(dir)) return [];
const files = readdirSync(dir).filter(f => f.endsWith('.json'));
return files.map(file => {
const content = readFileSync(join(dir, file), 'utf-8');
return JSON.parse(content) as StoredTask;
}).filter(task => !status || task.status === status);
}
/**
* Save agent state
*/
saveAgentState(state: StoredAgentState): void {
const path = join(this.baseDir, 'agents', `${state.id}.json`);
writeFileSync(path, JSON.stringify(state, null, 2), 'utf-8');
}
/**
* Load agent state
*/
loadAgentState(id: string): StoredAgentState | null {
try {
const path = join(this.baseDir, 'agents', `${id}.json`);
if (!existsSync(path)) return null;
return JSON.parse(readFileSync(path, 'utf-8'));
} catch {
return null;
}
}
/**
* List all agent states
*/
listAgentStates(): StoredAgentState[] {
const dir = join(this.baseDir, 'agents');
if (!existsSync(dir)) return [];
const files = readdirSync(dir).filter(f => f.endsWith('.json'));
return files.map(file => {
const content = readFileSync(join(dir, file), 'utf-8');
return JSON.parse(content) as StoredAgentState;
});
}
/**
* Clear all storage
*/
clearAll(): void {
const subdirs = ['conversations', 'tasks', 'agents'];
for (const subdir of subdirs) {
const dir = join(this.baseDir, subdir);
if (existsSync(dir)) {
const files = readdirSync(dir).filter(f => f.endsWith('.json'));
for (const file of files) {
unlinkSync(join(dir, file));
}
}
}
}
/**
* Get storage stats
*/
getStats(): {
conversations: number;
tasks: number;
agents: number;
} {
return {
conversations: this.listConversations().length,
tasks: this.listTasks().length,
agents: this.listAgentStates().length
};
}
}
// Default storage instance
export const defaultStorage = new AgentStorage();

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/**
* Agent System Utilities
*
* Helper functions and utilities for the agent system.
*/
import { randomUUID } from 'crypto';
/**
* Debounce a function
*/
export function debounce<T extends (...args: unknown[]) => unknown>(
fn: T,
delay: number
): (...args: Parameters<T>) => void {
let timeoutId: ReturnType<typeof setTimeout> | null = null;
return (...args: Parameters<T>) => {
if (timeoutId) clearTimeout(timeoutId);
timeoutId = setTimeout(() => fn(...args), delay);
};
}
/**
* Throttle a function
*/
export function throttle<T extends (...args: unknown[]) => unknown>(
fn: T,
limit: number
): (...args: Parameters<T>) => void {
let inThrottle = false;
return (...args: Parameters<T>) => {
if (!inThrottle) {
fn(...args);
inThrottle = true;
setTimeout(() => { inThrottle = false; }, limit);
}
};
}
/**
* Retry a function with exponential backoff
*/
export async function retry<T>(
fn: () => Promise<T>,
options: {
maxAttempts?: number;
initialDelay?: number;
maxDelay?: number;
backoffFactor?: number;
} = {}
): Promise<T> {
const {
maxAttempts = 3,
initialDelay = 1000,
maxDelay = 30000,
backoffFactor = 2
} = options;
let lastError: Error | null = null;
let delay = initialDelay;
for (let attempt = 1; attempt <= maxAttempts; attempt++) {
try {
return await fn();
} catch (error) {
lastError = error instanceof Error ? error : new Error(String(error));
if (attempt < maxAttempts) {
await sleep(delay);
delay = Math.min(delay * backoffFactor, maxDelay);
}
}
}
throw lastError;
}
/**
* Sleep for a specified duration
*/
export function sleep(ms: number): Promise<void> {
return new Promise(resolve => setTimeout(resolve, ms));
}
/**
* Generate a unique ID
*/
export function generateId(prefix?: string): string {
const id = randomUUID();
return prefix ? `${prefix}-${id}` : id;
}
/**
* Deep clone an object
*/
export function deepClone<T>(obj: T): T {
return JSON.parse(JSON.stringify(obj));
}
/**
* Deep merge objects
*/
export function deepMerge<T extends Record<string, unknown>>(
target: T,
...sources: Partial<T>[]
): T {
if (!sources.length) return target;
const source = sources.shift();
if (isObject(target) && isObject(source)) {
for (const key in source) {
if (isObject(source[key])) {
if (!target[key]) {
Object.assign(target, { [key]: {} });
}
deepMerge(target[key] as Record<string, unknown>, source[key] as Record<string, unknown>);
} else {
Object.assign(target, { [key]: source[key] });
}
}
}
return deepMerge(target, ...sources);
}
/**
* Check if value is an object
*/
export function isObject(item: unknown): item is Record<string, unknown> {
return item !== null && typeof item === 'object' && !Array.isArray(item);
}
/**
* Truncate text to a maximum length
*/
export function truncate(text: string, maxLength: number, suffix = '...'): string {
if (text.length <= maxLength) return text;
return text.substring(0, maxLength - suffix.length) + suffix;
}
/**
* Format bytes to human readable string
*/
export function formatBytes(bytes: number, decimals = 2): string {
if (bytes === 0) return '0 Bytes';
const k = 1024;
const dm = decimals < 0 ? 0 : decimals;
const sizes = ['Bytes', 'KB', 'MB', 'GB', 'TB'];
const i = Math.floor(Math.log(bytes) / Math.log(k));
return `${parseFloat((bytes / Math.pow(k, i)).toFixed(dm))} ${sizes[i]}`;
}
/**
* Format duration in milliseconds to human readable string
*/
export function formatDuration(ms: number): string {
if (ms < 1000) return `${ms}ms`;
if (ms < 60000) return `${(ms / 1000).toFixed(1)}s`;
if (ms < 3600000) return `${(ms / 60000).toFixed(1)}m`;
return `${(ms / 3600000).toFixed(1)}h`;
}
/**
* Create a rate limiter
*/
export function createRateLimiter(
maxRequests: number,
windowMs: number
): {
check: () => boolean;
reset: () => void;
getRemaining: () => number;
} {
let requests = 0;
let windowStart = Date.now();
const resetWindow = () => {
const now = Date.now();
if (now - windowStart >= windowMs) {
requests = 0;
windowStart = now;
}
};
return {
check: () => {
resetWindow();
if (requests < maxRequests) {
requests++;
return true;
}
return false;
},
reset: () => {
requests = 0;
windowStart = Date.now();
},
getRemaining: () => {
resetWindow();
return maxRequests - requests;
}
};
}
/**
* Create a simple cache
*/
export function createCache<T>(
ttlMs: number = 60000
): {
get: (key: string) => T | undefined;
set: (key: string, value: T) => void;
delete: (key: string) => boolean;
clear: () => void;
has: (key: string) => boolean;
} {
const cache = new Map<string, { value: T; expiry: number }>();
// Cleanup expired entries periodically
const cleanup = () => {
const now = Date.now();
for (const [key, entry] of cache.entries()) {
if (now > entry.expiry) {
cache.delete(key);
}
}
};
setInterval(cleanup, ttlMs);
return {
get: (key: string) => {
const entry = cache.get(key);
if (!entry) return undefined;
if (Date.now() > entry.expiry) {
cache.delete(key);
return undefined;
}
return entry.value;
},
set: (key: string, value: T) => {
cache.set(key, {
value,
expiry: Date.now() + ttlMs
});
},
delete: (key: string) => cache.delete(key),
clear: () => cache.clear(),
has: (key: string) => {
const entry = cache.get(key);
if (!entry) return false;
if (Date.now() > entry.expiry) {
cache.delete(key);
return false;
}
return true;
}
};
}
/**
* Compose multiple functions
*/
export function compose<T>(
...fns: Array<(arg: T) => T>
): (arg: T) => T {
return (arg: T) => fns.reduceRight((acc, fn) => fn(acc), arg);
}
/**
* Pipe value through multiple functions
*/
export function pipe<T>(
...fns: Array<(arg: T) => T>
): (arg: T) => T {
return (arg: T) => fns.reduce((acc, fn) => fn(acc), arg);
}
/**
* Chunk an array into smaller arrays
*/
export function chunk<T>(array: T[], size: number): T[][] {
const chunks: T[][] = [];
for (let i = 0; i < array.length; i += size) {
chunks.push(array.slice(i, i + size));
}
return chunks;
}
/**
* Group array items by a key
*/
export function groupBy<T, K extends string | number | symbol>(
array: T[],
keyFn: (item: T) => K
): Record<K, T[]> {
return array.reduce((acc, item) => {
const key = keyFn(item);
if (!acc[key]) acc[key] = [];
acc[key].push(item);
return acc;
}, {} as Record<K, T[]>);
}

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@@ -0,0 +1,142 @@
import { NextRequest, NextResponse } from 'next/server';
import { TokenCounter } from '../../../../agent-system/core/token-counter';
import { ContextCompactor } from '../../../../agent-system/core/context-manager';
import { AgentOrchestrator } from '../../../../agent-system/core/orchestrator';
import { SubagentSpawner } from '../../../../agent-system/core/subagent-spawner';
// Singleton instances
let orchestrator: AgentOrchestrator | null = null;
let spawner: SubagentSpawner | null = null;
function getOrchestrator() {
if (!orchestrator) {
orchestrator = new AgentOrchestrator();
orchestrator.start();
}
return orchestrator;
}
function getSpawner() {
if (!spawner) {
spawner = new SubagentSpawner(getOrchestrator());
}
return spawner;
}
export async function POST(request: NextRequest) {
try {
const body = await request.json();
const { action, data } = body;
switch (action) {
case 'count-tokens': {
const counter = new TokenCounter();
const result = counter.countText(data.text);
return NextResponse.json({ success: true, result });
}
case 'count-conversation': {
const counter = new TokenCounter();
const result = counter.countConversation(data.messages);
return NextResponse.json({ success: true, result });
}
case 'check-compaction': {
const compactor = new ContextCompactor(data.config || {});
const needsCompact = compactor.needsCompaction(data.messages);
const budget = compactor.getBudget(data.messages);
return NextResponse.json({
success: true,
needsCompaction: needsCompact,
budget
});
}
case 'compact-context': {
const compactor = new ContextCompactor(data.config || {});
const result = await compactor.compact(data.messages);
return NextResponse.json({ success: true, result });
}
case 'get-orchestrator-stats': {
const orch = getOrchestrator();
const stats = orch.getStats();
return NextResponse.json({ success: true, stats });
}
case 'create-task': {
const orch = getOrchestrator();
const task = orch.createTask(
data.type,
data.description,
data.input,
data.options
);
return NextResponse.json({ success: true, task });
}
case 'get-task': {
const orch = getOrchestrator();
const task = orch.getTask(data.taskId);
return NextResponse.json({ success: true, task });
}
case 'register-agent': {
const orch = getOrchestrator();
const state = orch.registerAgent(data.config);
return NextResponse.json({ success: true, agent: state });
}
case 'spawn-subagent': {
const sp = getSpawner();
const result = await sp.executeWithSubagent(
data.type,
data.task,
data.context
);
return NextResponse.json({ success: true, result });
}
case 'parallel-execute': {
const sp = getSpawner();
const results = await sp.executeParallel(data.tasks, data.options);
return NextResponse.json({ success: true, results });
}
case 'get-spawner-stats': {
const sp = getSpawner();
const stats = sp.getStats();
return NextResponse.json({ success: true, stats });
}
default:
return NextResponse.json(
{ success: false, error: 'Unknown action' },
{ status: 400 }
);
}
} catch (error) {
console.error('Agent system API error:', error);
return NextResponse.json(
{
success: false,
error: error instanceof Error ? error.message : 'Unknown error'
},
{ status: 500 }
);
}
}
export async function GET() {
const orch = getOrchestrator();
const sp = getSpawner();
return NextResponse.json({
success: true,
message: 'Agent System API is running',
stats: {
orchestrator: orch.getStats(),
spawner: sp.getStats()
}
});
}

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@@ -1,31 +1,728 @@
'use client'
'use client';
import { useState, useEffect, useCallback } from 'react';
import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card';
import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs';
import { Button } from '@/components/ui/button';
import { Input } from '@/components/ui/input';
import { Label } from '@/components/ui/label';
import { Textarea } from '@/components/ui/textarea';
import { Badge } from '@/components/ui/badge';
import { Progress } from '@/components/ui/progress';
import { ScrollArea } from '@/components/ui/scroll-area';
import { Separator } from '@/components/ui/separator';
import {
Cpu,
MessageSquare,
Layers,
Users,
Zap,
Database,
BarChart3,
Play,
Trash2,
RefreshCw,
Plus,
Send,
Activity
} from 'lucide-react';
// Types
interface TokenResult {
tokens: number;
characters: number;
words: number;
}
interface ConversationResult {
total: number;
breakdown: Array<{
role: string;
content: string;
tokens: number;
}>;
}
interface BudgetInfo {
used: number;
remaining: number;
total: number;
percentageUsed: number;
}
interface CompactionResult {
messages: Array<{ role: string; content: string }>;
originalTokenCount: number;
newTokenCount: number;
tokensSaved: number;
compressionRatio: number;
strategy: string;
summaryAdded: boolean;
removedCount: number;
}
interface OrchestratorStats {
agents: { total: number; idle: number; working: number };
tasks: { pending: number; running: number; completed: number; failed: number };
}
interface SubagentResult {
subagentId: string;
taskId: string;
success: boolean;
output: unknown;
error?: string;
duration: number;
}
export default function AgentSystemPage() {
// Token Counter State
const [tokenInput, setTokenInput] = useState('');
const [tokenResult, setTokenResult] = useState<TokenResult | null>(null);
// Context Compaction State
const [conversationMessages, setConversationMessages] = useState<Array<{ role: string; content: string }>>([
{ role: 'user', content: 'Hello, I need help with my project.' },
{ role: 'assistant', content: 'I would be happy to help you with your project! What specifically do you need assistance with?' },
{ role: 'user', content: 'I need to build a real-time chat application with WebSocket support.' },
{ role: 'assistant', content: 'Great choice! For a real-time chat application with WebSocket support, I recommend using Socket.io or the native WebSocket API. Would you like me to outline the architecture?' }
]);
const [newMessage, setNewMessage] = useState({ role: 'user', content: '' });
const [budget, setBudget] = useState<BudgetInfo | null>(null);
const [compactionResult, setCompactionResult] = useState<CompactionResult | null>(null);
// Orchestrator State
const [orchestratorStats, setOrchestratorStats] = useState<OrchestratorStats | null>(null);
const [agentConfig, setAgentConfig] = useState({
id: '',
name: 'Worker Agent',
type: 'worker',
capabilities: 'process,execute',
maxConcurrentTasks: 3,
timeout: 60000
});
// Subagent State
const [subagentType, setSubagentType] = useState('explorer');
const [subagentTask, setSubagentTask] = useState('');
const [subagentContext, setSubagentContext] = useState('');
const [subagentResult, setSubagentResult] = useState<SubagentResult | null>(null);
const [isProcessing, setIsProcessing] = useState(false);
// Fetch orchestrator stats
const fetchStats = useCallback(async () => {
try {
const response = await fetch('/api/agent-system');
const data = await response.json();
if (data.success) {
setOrchestratorStats(data.stats.orchestrator);
}
} catch (error) {
console.error('Failed to fetch stats:', error);
}
}, []);
useEffect(() => {
fetchStats();
const interval = setInterval(fetchStats, 5000);
return () => clearInterval(interval);
}, [fetchStats]);
// Count tokens
const handleCountTokens = async () => {
const response = await fetch('/api/agent-system', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
action: 'count-tokens',
data: { text: tokenInput }
})
});
const data = await response.json();
if (data.success) {
setTokenResult(data.result);
}
};
// Add message to conversation
const handleAddMessage = () => {
if (!newMessage.content.trim()) return;
setConversationMessages([...conversationMessages, { ...newMessage }]);
setNewMessage({ role: 'user', content: '' });
};
// Check compaction status
const handleCheckCompaction = async () => {
const response = await fetch('/api/agent-system', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
action: 'check-compaction',
data: { messages: conversationMessages }
})
});
const data = await response.json();
if (data.success) {
setBudget(data.budget);
}
};
// Compact context
const handleCompactContext = async () => {
setIsProcessing(true);
try {
const response = await fetch('/api/agent-system', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
action: 'compact-context',
data: {
messages: conversationMessages,
config: { strategy: 'hybrid', preserveRecentCount: 2 }
}
})
});
const data = await response.json();
if (data.success) {
setCompactionResult(data.result);
setConversationMessages(data.result.messages);
}
} finally {
setIsProcessing(false);
}
};
// Register agent
const handleRegisterAgent = async () => {
const id = agentConfig.id || `agent-${Date.now()}`;
const response = await fetch('/api/agent-system', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
action: 'register-agent',
data: {
config: {
id,
name: agentConfig.name,
type: agentConfig.type,
capabilities: agentConfig.capabilities.split(',').map(c => c.trim()),
maxConcurrentTasks: agentConfig.maxConcurrentTasks,
timeout: agentConfig.timeout
}
}
})
});
const data = await response.json();
if (data.success) {
fetchStats();
setAgentConfig({ ...agentConfig, id: '' });
}
};
// Execute subagent task
const handleExecuteSubagent = async () => {
if (!subagentTask.trim()) return;
setIsProcessing(true);
try {
const response = await fetch('/api/agent-system', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
action: 'spawn-subagent',
data: {
type: subagentType,
task: subagentTask,
context: subagentContext
}
})
});
const data = await response.json();
if (data.success) {
setSubagentResult(data.result);
}
} finally {
setIsProcessing(false);
}
};
export default function Home() {
return (
<div style={{
display: 'flex',
flexDirection: 'column',
alignItems: 'center',
justifyContent: 'center',
minHeight: '100vh',
gap: '2rem',
padding: '1rem'
}}>
<div style={{
position: 'relative',
width: '6rem',
height: '6rem'
}}>
<img
src="/logo.svg"
alt="Z.ai Logo"
style={{
width: '100%',
height: '100%',
objectFit: 'contain'
}}
/>
<div className="min-h-screen bg-gradient-to-br from-slate-900 via-slate-800 to-slate-900">
<div className="container mx-auto p-6">
{/* Header */}
<div className="mb-8">
<h1 className="text-4xl font-bold text-white mb-2 flex items-center gap-3">
<Cpu className="w-10 h-10 text-emerald-400" />
Agent System
</h1>
<p className="text-slate-400 text-lg">
Complete implementation of context compaction, agent orchestration, and subagent spawning
</p>
</div>
{/* Stats Overview */}
{orchestratorStats && (
<div className="grid grid-cols-1 md:grid-cols-4 gap-4 mb-6">
<Card className="bg-slate-800/50 border-slate-700">
<CardContent className="p-4">
<div className="flex items-center gap-3">
<Users className="w-8 h-8 text-blue-400" />
<div>
<p className="text-slate-400 text-sm">Agents</p>
<p className="text-2xl font-bold text-white">
{orchestratorStats.agents.total}
</p>
</div>
</div>
</CardContent>
</Card>
<Card className="bg-slate-800/50 border-slate-700">
<CardContent className="p-4">
<div className="flex items-center gap-3">
<Activity className="w-8 h-8 text-amber-400" />
<div>
<p className="text-slate-400 text-sm">Working</p>
<p className="text-2xl font-bold text-white">
{orchestratorStats.agents.working}
</p>
</div>
</div>
</CardContent>
</Card>
<Card className="bg-slate-800/50 border-slate-700">
<CardContent className="p-4">
<div className="flex items-center gap-3">
<Zap className="w-8 h-8 text-emerald-400" />
<div>
<p className="text-slate-400 text-sm">Tasks Running</p>
<p className="text-2xl font-bold text-white">
{orchestratorStats.tasks.running}
</p>
</div>
</div>
</CardContent>
</Card>
<Card className="bg-slate-800/50 border-slate-700">
<CardContent className="p-4">
<div className="flex items-center gap-3">
<BarChart3 className="w-8 h-8 text-purple-400" />
<div>
<p className="text-slate-400 text-sm">Completed</p>
<p className="text-2xl font-bold text-white">
{orchestratorStats.tasks.completed}
</p>
</div>
</div>
</CardContent>
</Card>
</div>
)}
{/* Main Tabs */}
<Tabs defaultValue="tokens" className="space-y-6">
<TabsList className="bg-slate-800/50 border border-slate-700">
<TabsTrigger value="tokens" className="data-[state=active]:bg-emerald-600">
<MessageSquare className="w-4 h-4 mr-2" />
Token Counter
</TabsTrigger>
<TabsTrigger value="compaction" className="data-[state=active]:bg-emerald-600">
<Layers className="w-4 h-4 mr-2" />
Context Compaction
</TabsTrigger>
<TabsTrigger value="orchestrator" className="data-[state=active]:bg-emerald-600">
<Users className="w-4 h-4 mr-2" />
Orchestrator
</TabsTrigger>
<TabsTrigger value="subagents" className="data-[state=active]:bg-emerald-600">
<Cpu className="w-4 h-4 mr-2" />
Subagents
</TabsTrigger>
</TabsList>
{/* Token Counter Tab */}
<TabsContent value="tokens">
<Card className="bg-slate-800/50 border-slate-700">
<CardHeader>
<CardTitle className="text-white">Token Counter</CardTitle>
<CardDescription className="text-slate-400">
Estimate token counts for text using character-based approximation
</CardDescription>
</CardHeader>
<CardContent className="space-y-4">
<div>
<Label className="text-slate-300">Input Text</Label>
<Textarea
value={tokenInput}
onChange={(e) => setTokenInput(e.target.value)}
placeholder="Enter text to count tokens..."
className="bg-slate-900 border-slate-600 text-white mt-2 min-h-32"
/>
</div>
<Button onClick={handleCountTokens} className="bg-emerald-600 hover:bg-emerald-700">
Count Tokens
</Button>
{tokenResult && (
<div className="grid grid-cols-3 gap-4 mt-4">
<Card className="bg-slate-900/50 border-slate-600">
<CardContent className="p-4 text-center">
<p className="text-3xl font-bold text-emerald-400">{tokenResult.tokens}</p>
<p className="text-slate-400 text-sm">Tokens</p>
</CardContent>
</Card>
<Card className="bg-slate-900/50 border-slate-600">
<CardContent className="p-4 text-center">
<p className="text-3xl font-bold text-blue-400">{tokenResult.characters}</p>
<p className="text-slate-400 text-sm">Characters</p>
</CardContent>
</Card>
<Card className="bg-slate-900/50 border-slate-600">
<CardContent className="p-4 text-center">
<p className="text-3xl font-bold text-purple-400">{tokenResult.words}</p>
<p className="text-slate-400 text-sm">Words</p>
</CardContent>
</Card>
</div>
)}
</CardContent>
</Card>
</TabsContent>
{/* Context Compaction Tab */}
<TabsContent value="compaction">
<div className="grid grid-cols-1 lg:grid-cols-2 gap-6">
<Card className="bg-slate-800/50 border-slate-700">
<CardHeader>
<CardTitle className="text-white">Conversation</CardTitle>
<CardDescription className="text-slate-400">
Messages in the context window
</CardDescription>
</CardHeader>
<CardContent className="space-y-4">
<ScrollArea className="h-64 pr-4">
{conversationMessages.map((msg, idx) => (
<div key={idx} className={`p-3 rounded-lg mb-2 ${
msg.role === 'user'
? 'bg-blue-900/30 border border-blue-800'
: 'bg-emerald-900/30 border border-emerald-800'
}`}>
<Badge variant={msg.role === 'user' ? 'default' : 'secondary'} className="mb-1">
{msg.role}
</Badge>
<p className="text-slate-300 text-sm">{msg.content}</p>
</div>
))}
</ScrollArea>
<Separator className="bg-slate-700" />
<div className="flex gap-2">
<select
value={newMessage.role}
onChange={(e) => setNewMessage({ ...newMessage, role: e.target.value })}
className="bg-slate-900 border border-slate-600 text-white rounded px-2"
>
<option value="user">User</option>
<option value="assistant">Assistant</option>
</select>
<Input
value={newMessage.content}
onChange={(e) => setNewMessage({ ...newMessage, content: e.target.value })}
placeholder="Add message..."
className="bg-slate-900 border-slate-600 text-white flex-1"
/>
<Button onClick={handleAddMessage} size="icon" className="bg-emerald-600">
<Plus className="w-4 h-4" />
</Button>
</div>
</CardContent>
</Card>
<Card className="bg-slate-800/50 border-slate-700">
<CardHeader>
<CardTitle className="text-white">Compaction Controls</CardTitle>
<CardDescription className="text-slate-400">
Manage context size with intelligent compaction
</CardDescription>
</CardHeader>
<CardContent className="space-y-4">
<div className="flex gap-2">
<Button onClick={handleCheckCompaction} variant="outline" className="border-slate-600 text-slate-300">
<BarChart3 className="w-4 h-4 mr-2" />
Check Status
</Button>
<Button
onClick={handleCompactContext}
className="bg-emerald-600 hover:bg-emerald-700"
disabled={isProcessing}
>
{isProcessing ? (
<RefreshCw className="w-4 h-4 mr-2 animate-spin" />
) : (
<Layers className="w-4 h-4 mr-2" />
)}
Compact Context
</Button>
</div>
{budget && (
<Card className="bg-slate-900/50 border-slate-600">
<CardContent className="p-4">
<p className="text-slate-400 text-sm mb-2">Token Budget</p>
<Progress value={budget.percentageUsed} className="mb-2" />
<div className="flex justify-between text-sm">
<span className="text-slate-400">
Used: <span className="text-white">{budget.used.toLocaleString()}</span>
</span>
<span className="text-slate-400">
Remaining: <span className="text-emerald-400">{budget.remaining.toLocaleString()}</span>
</span>
</div>
</CardContent>
</Card>
)}
{compactionResult && (
<Card className="bg-slate-900/50 border-slate-600">
<CardContent className="p-4 space-y-3">
<p className="text-emerald-400 font-semibold">Compaction Complete</p>
<div className="grid grid-cols-2 gap-2 text-sm">
<div>
<span className="text-slate-400">Original:</span>
<span className="text-white ml-1">{compactionResult.originalTokenCount}</span>
</div>
<div>
<span className="text-slate-400">New:</span>
<span className="text-emerald-400 ml-1">{compactionResult.newTokenCount}</span>
</div>
<div>
<span className="text-slate-400">Saved:</span>
<span className="text-blue-400 ml-1">{compactionResult.tokensSaved}</span>
</div>
<div>
<span className="text-slate-400">Ratio:</span>
<span className="text-purple-400 ml-1">
{(compactionResult.compressionRatio * 100).toFixed(1)}%
</span>
</div>
</div>
<Badge variant="outline" className="border-slate-600">
Strategy: {compactionResult.strategy}
</Badge>
</CardContent>
</Card>
)}
</CardContent>
</Card>
</div>
</TabsContent>
{/* Orchestrator Tab */}
<TabsContent value="orchestrator">
<div className="grid grid-cols-1 lg:grid-cols-2 gap-6">
<Card className="bg-slate-800/50 border-slate-700">
<CardHeader>
<CardTitle className="text-white">Register Agent</CardTitle>
<CardDescription className="text-slate-400">
Add a new agent to the orchestrator
</CardDescription>
</CardHeader>
<CardContent className="space-y-4">
<div className="grid grid-cols-2 gap-4">
<div>
<Label className="text-slate-300">Name</Label>
<Input
value={agentConfig.name}
onChange={(e) => setAgentConfig({ ...agentConfig, name: e.target.value })}
className="bg-slate-900 border-slate-600 text-white mt-1"
/>
</div>
<div>
<Label className="text-slate-300">Type</Label>
<Input
value={agentConfig.type}
onChange={(e) => setAgentConfig({ ...agentConfig, type: e.target.value })}
className="bg-slate-900 border-slate-600 text-white mt-1"
/>
</div>
</div>
<div>
<Label className="text-slate-300">Capabilities (comma-separated)</Label>
<Input
value={agentConfig.capabilities}
onChange={(e) => setAgentConfig({ ...agentConfig, capabilities: e.target.value })}
className="bg-slate-900 border-slate-600 text-white mt-1"
/>
</div>
<div className="grid grid-cols-2 gap-4">
<div>
<Label className="text-slate-300">Max Concurrent Tasks</Label>
<Input
type="number"
value={agentConfig.maxConcurrentTasks}
onChange={(e) => setAgentConfig({ ...agentConfig, maxConcurrentTasks: parseInt(e.target.value) })}
className="bg-slate-900 border-slate-600 text-white mt-1"
/>
</div>
<div>
<Label className="text-slate-300">Timeout (ms)</Label>
<Input
type="number"
value={agentConfig.timeout}
onChange={(e) => setAgentConfig({ ...agentConfig, timeout: parseInt(e.target.value) })}
className="bg-slate-900 border-slate-600 text-white mt-1"
/>
</div>
</div>
<Button onClick={handleRegisterAgent} className="w-full bg-emerald-600 hover:bg-emerald-700">
<Plus className="w-4 h-4 mr-2" />
Register Agent
</Button>
</CardContent>
</Card>
<Card className="bg-slate-800/50 border-slate-700">
<CardHeader>
<CardTitle className="text-white">Orchestrator Stats</CardTitle>
<CardDescription className="text-slate-400">
Current state of the orchestration system
</CardDescription>
</CardHeader>
<CardContent>
{orchestratorStats && (
<div className="space-y-4">
<div>
<p className="text-slate-400 text-sm mb-2">Agents</p>
<div className="flex gap-4">
<Badge variant="outline" className="border-slate-600">
Total: {orchestratorStats.agents.total}
</Badge>
<Badge variant="outline" className="border-emerald-600 text-emerald-400">
Idle: {orchestratorStats.agents.idle}
</Badge>
<Badge variant="outline" className="border-amber-600 text-amber-400">
Working: {orchestratorStats.agents.working}
</Badge>
</div>
</div>
<Separator className="bg-slate-700" />
<div>
<p className="text-slate-400 text-sm mb-2">Tasks</p>
<div className="flex gap-2 flex-wrap">
<Badge variant="outline" className="border-slate-600">
Pending: {orchestratorStats.tasks.pending}
</Badge>
<Badge variant="outline" className="border-blue-600 text-blue-400">
Running: {orchestratorStats.tasks.running}
</Badge>
<Badge variant="outline" className="border-emerald-600 text-emerald-400">
Completed: {orchestratorStats.tasks.completed}
</Badge>
<Badge variant="outline" className="border-red-600 text-red-400">
Failed: {orchestratorStats.tasks.failed}
</Badge>
</div>
</div>
</div>
)}
</CardContent>
</Card>
</div>
</TabsContent>
{/* Subagents Tab */}
<TabsContent value="subagents">
<Card className="bg-slate-800/50 border-slate-700">
<CardHeader>
<CardTitle className="text-white">Spawn Subagent</CardTitle>
<CardDescription className="text-slate-400">
Execute tasks using specialized subagents
</CardDescription>
</CardHeader>
<CardContent className="space-y-4">
<div className="grid grid-cols-1 md:grid-cols-3 gap-4">
<div>
<Label className="text-slate-300">Agent Type</Label>
<select
value={subagentType}
onChange={(e) => setSubagentType(e.target.value)}
className="w-full bg-slate-900 border border-slate-600 text-white rounded px-3 py-2 mt-1"
>
<option value="explorer">Explorer</option>
<option value="researcher">Researcher</option>
<option value="coder">Coder</option>
<option value="reviewer">Reviewer</option>
<option value="planner">Planner</option>
<option value="executor">Executor</option>
</select>
</div>
<div className="md:col-span-2">
<Label className="text-slate-300">Task</Label>
<Input
value={subagentTask}
onChange={(e) => setSubagentTask(e.target.value)}
placeholder="Enter task for the subagent..."
className="bg-slate-900 border-slate-600 text-white mt-1"
/>
</div>
</div>
<div>
<Label className="text-slate-300">Context (Optional)</Label>
<Textarea
value={subagentContext}
onChange={(e) => setSubagentContext(e.target.value)}
placeholder="Additional context for the task..."
className="bg-slate-900 border-slate-600 text-white mt-1 min-h-20"
/>
</div>
<Button
onClick={handleExecuteSubagent}
className="w-full bg-emerald-600 hover:bg-emerald-700"
disabled={isProcessing || !subagentTask.trim()}
>
{isProcessing ? (
<RefreshCw className="w-4 h-4 mr-2 animate-spin" />
) : (
<Send className="w-4 h-4 mr-2" />
)}
Execute Task
</Button>
{subagentResult && (
<Card className="bg-slate-900/50 border-slate-600 mt-4">
<CardContent className="p-4">
<div className="flex items-center gap-2 mb-3">
{subagentResult.success ? (
<Badge className="bg-emerald-600">Success</Badge>
) : (
<Badge className="bg-red-600">Failed</Badge>
)}
<span className="text-slate-400 text-sm">
Duration: {subagentResult.duration}ms
</span>
</div>
<ScrollArea className="h-48">
<pre className="text-slate-300 text-sm whitespace-pre-wrap">
{typeof subagentResult.output === 'string'
? subagentResult.output
: JSON.stringify(subagentResult.output, null, 2)}
</pre>
</ScrollArea>
{subagentResult.error && (
<p className="text-red-400 text-sm mt-2">{subagentResult.error}</p>
)}
</CardContent>
</Card>
)}
</CardContent>
</Card>
</TabsContent>
</Tabs>
{/* Footer */}
<footer className="mt-8 text-center text-slate-500 text-sm">
<p>Agent System v1.0.0 Open Source Implementation</p>
</footer>
</div>
</div>
)
}
);
}

View File

@@ -1,7 +1,11 @@
{
"compilerOptions": {
"target": "ES2017",
"lib": ["dom", "dom.iterable", "esnext"],
"lib": [
"dom",
"dom.iterable",
"esnext"
],
"allowJs": true,
"skipLibCheck": true,
"strict": true,
@@ -12,7 +16,7 @@
"moduleResolution": "bundler",
"resolveJsonModule": true,
"isolatedModules": true,
"jsx": "preserve",
"jsx": "react-jsx",
"incremental": true,
"plugins": [
{
@@ -20,9 +24,19 @@
}
],
"paths": {
"@/*": ["./src/*"]
"@/*": [
"./src/*"
]
}
},
"include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"],
"exclude": ["node_modules"]
"include": [
"next-env.d.ts",
"**/*.ts",
"**/*.tsx",
".next/types/**/*.ts",
".next/dev/types/**/*.ts"
],
"exclude": [
"node_modules"
]
}