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jay-code

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Streamlined AI CLI orchestration engine with mathematical rigor and enterprise-grade reliability

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/** * Maestro CLI Bridge - Optimization Implementation * * This bridge provides optimized CLI integration for the Maestro specifications-driven * development framework, implementing performance enhancements and intelligent features * while maintaining compatibility with existing infrastructure. * * Key optimizations: * - Parallel dependency initialization with caching * - Performance monitoring integration * - Configuration validation and management * - Intelligent error handling and recovery */ import { join } from 'path'; import chalk from 'chalk'; import { EventEmitter } from 'events'; // Core infrastructure import { Config } from '../utils/types.js'; import { SystemError } from '../utils/errors.js'; import { IEventBus } from '../core/event-bus.js'; import { ILogger } from '../core/logger.js'; import { IMemoryManager } from '../memory/manager.js'; import { AgentManager } from '../agents/agent-manager.js'; import { Orchestrator } from '../core/orchestrator.js'; // Maestro system import { MaestroSwarmCoordinator, MaestroSwarmConfig } from '../maestro/maestro-swarm-coordinator.js'; // Performance monitoring import { agenticHookManager } from '../services/agentic-flow-hooks/index.js'; export interface MaestroCLIBridgeConfig { enablePerformanceMonitoring: boolean; initializationTimeout: number; cacheEnabled: boolean; logLevel: 'debug' | 'info' | 'warn' | 'error'; } export interface PerformanceMetrics { operation: string; duration: number; success: boolean; timestamp: number; memoryUsage?: number; error?: string; } /** * CLI Bridge for optimized Maestro integration */ export class MaestroCLIBridge { private swarmCoordinator?: MaestroSwarmCoordinator; private initializationCache: Map<string, any> = new Map(); private configCache?: Config; private performanceMetrics: PerformanceMetrics[] = []; private initialized: boolean = false; constructor( private bridgeConfig: Partial<MaestroCLIBridgeConfig> = {} ) { // Set default configuration this.bridgeConfig = { enablePerformanceMonitoring: true, initializationTimeout: 30000, // 30 seconds cacheEnabled: true, logLevel: 'info', ...this.bridgeConfig }; } /** * Initialize orchestrator with parallel dependency loading and caching */ async initializeOrchestrator(): Promise<MaestroSwarmCoordinator> { const startTime = Date.now(); try { if (this.swarmCoordinator && this.initialized) { console.log(chalk.green('โœ… Using cached Maestro swarm coordinator')); return this.swarmCoordinator; } console.log(chalk.blue('๐Ÿš€ Initializing Maestro orchestrator...')); // Parallel initialization with caching const [config, eventBus, logger, memoryManager, agentManager, mainOrchestrator] = await Promise.all([ this.getOrCreateConfig(), this.getOrCreateEventBus(), this.getOrCreateLogger(), this.getOrCreateMemoryManager(), this.getOrCreateAgentManager(), this.getOrCreateMainOrchestrator() ]); // Create optimized Maestro configuration const maestroConfig = this.getOptimizedMaestroConfig(); // Initialize native swarm coordinator this.swarmCoordinator = new MaestroSwarmCoordinator( maestroConfig, eventBus, logger ); // Initialize native hive mind swarm with performance monitoring await this.executeWithMonitoring('swarm_init', async () => { const swarmId = await this.swarmCoordinator!.initialize(); console.log(chalk.green(`โœ… Native hive mind swarm initialized: ${swarmId}`)); }); this.initialized = true; const duration = Date.now() - startTime; console.log(chalk.green(`โœ… Maestro orchestrator ready (${duration}ms)`)); // Report performance metrics await this.reportPerformanceMetric('orchestrator_init', duration, true); return this.swarmCoordinator; } catch (error) { const duration = Date.now() - startTime; await this.reportPerformanceMetric('orchestrator_init', duration, false, error instanceof Error ? error.message : String(error)); console.error(chalk.red(`โŒ Failed to initialize Maestro orchestrator: ${error instanceof Error ? error.message : String(error)}`)); throw error; } } /** * Execute operation with performance monitoring */ async executeWithMonitoring<T>( operation: string, fn: () => Promise<T>, context?: Record<string, any> ): Promise<T> { if (!this.bridgeConfig.enablePerformanceMonitoring) { return await fn(); } const startTime = Date.now(); const startMemory = process.memoryUsage().heapUsed; try { // Execute pre-operation hooks await this.executePerformanceHook('performance-metric', { metric: `${operation}_start`, value: startTime, unit: 'timestamp', context: { operation, ...context } }); const result = await fn(); const endTime = Date.now(); const endMemory = process.memoryUsage().heapUsed; const duration = endTime - startTime; const memoryDelta = endMemory - startMemory; // Record metrics await this.reportPerformanceMetric(operation, duration, true, undefined, memoryDelta); // Execute post-operation hooks await this.executePerformanceHook('performance-metric', { metric: `${operation}_complete`, value: duration, unit: 'milliseconds', context: { operation, success: true, memoryDelta: memoryDelta / 1024 / 1024, // MB ...context } }); return result; } catch (error) { const duration = Date.now() - startTime; const memoryDelta = process.memoryUsage().heapUsed - startMemory; await this.reportPerformanceMetric(operation, duration, false, error instanceof Error ? error.message : String(error), memoryDelta); // Execute error hooks await this.executePerformanceHook('performance-metric', { metric: `${operation}_error`, value: duration, unit: 'milliseconds', context: { operation, success: false, error: error instanceof Error ? error.message : String(error), memoryDelta: memoryDelta / 1024 / 1024, // MB ...context } }); throw error; } } /** * Get optimized Maestro configuration */ private getOptimizedMaestroConfig(): MaestroSwarmConfig { return { hiveMindConfig: { name: 'maestro-specs-driven-swarm', topology: 'specs-driven', queenMode: 'strategic', maxAgents: 8, consensusThreshold: 0.66, memoryTTL: 86400000, autoSpawn: true, enableConsensus: true, enableMemory: true, enableCommunication: true }, enableConsensusValidation: true, enableLivingDocumentation: true, enableSteeringIntegration: true, specsDirectory: join(process.cwd(), 'docs', 'maestro', 'specs'), steeringDirectory: join(process.cwd(), 'docs', 'maestro', 'steering') }; } /** * Cached configuration management */ private async getOrCreateConfig(): Promise<Config> { const cacheKey = 'config'; if (this.bridgeConfig.cacheEnabled && this.initializationCache.has(cacheKey)) { return this.initializationCache.get(cacheKey); } // Create basic configuration - in a real implementation, this would load from file const config: Config = { env: (process.env.NODE_ENV as 'development' | 'production' | 'test') || 'development', logLevel: this.bridgeConfig.logLevel || 'info', enableMetrics: this.bridgeConfig.enablePerformanceMonitoring || true }; if (this.bridgeConfig.cacheEnabled) { this.initializationCache.set(cacheKey, config); } return config; } /** * Cached event bus creation */ private async getOrCreateEventBus(): Promise<IEventBus> { const cacheKey = 'eventBus'; if (this.bridgeConfig.cacheEnabled && this.initializationCache.has(cacheKey)) { return this.initializationCache.get(cacheKey); } // Create simple event bus implementation const eventBus: IEventBus = new EventEmitter() as any; if (this.bridgeConfig.cacheEnabled) { this.initializationCache.set(cacheKey, eventBus); } return eventBus; } /** * Cached logger creation */ private async getOrCreateLogger(): Promise<ILogger> { const cacheKey = 'logger'; if (this.bridgeConfig.cacheEnabled && this.initializationCache.has(cacheKey)) { return this.initializationCache.get(cacheKey); } // Create simple logger implementation const logger: ILogger = { debug: (message: string, ...args: any[]) => { if (this.bridgeConfig.logLevel === 'debug') { console.log(chalk.gray(`[DEBUG] ${message}`), ...args); } }, info: (message: string, ...args: any[]) => { console.log(chalk.blue(`[INFO] ${message}`), ...args); }, warn: (message: string, ...args: any[]) => { console.log(chalk.yellow(`[WARN] ${message}`), ...args); }, error: (message: string, ...args: any[]) => { console.log(chalk.red(`[ERROR] ${message}`), ...args); }, configure: async (config: any) => { /* no-op */ }, level: this.bridgeConfig.logLevel }; if (this.bridgeConfig.cacheEnabled) { this.initializationCache.set(cacheKey, logger); } return logger; } /** * Cached memory manager creation */ private async getOrCreateMemoryManager(): Promise<IMemoryManager> { const cacheKey = 'memoryManager'; if (this.bridgeConfig.cacheEnabled && this.initializationCache.has(cacheKey)) { return this.initializationCache.get(cacheKey); } // Create simple memory manager implementation const memoryManager: IMemoryManager = { initialize: async () => {}, shutdown: async () => {}, createBank: async (agentId: string) => `bank-${agentId}`, closeBank: async (bankId: string) => {}, store: async (entry: any) => {}, retrieve: async (id: string) => undefined, query: async (query: any) => [], update: async (id: string, updates: any) => {}, delete: async (id: string) => {}, getHealthStatus: async () => ({ healthy: true }), performMaintenance: async () => {} }; if (this.bridgeConfig.cacheEnabled) { this.initializationCache.set(cacheKey, memoryManager); } return memoryManager; } /** * Cached agent manager creation */ private async getOrCreateAgentManager(): Promise<AgentManager> { const cacheKey = 'agentManager'; if (this.bridgeConfig.cacheEnabled && this.initializationCache.has(cacheKey)) { return this.initializationCache.get(cacheKey); } // Create agent manager - this would integrate with existing system const config = await this.getOrCreateConfig(); const eventBus = await this.getOrCreateEventBus(); const logger = await this.getOrCreateLogger(); const memoryManager = await this.getOrCreateMemoryManager(); const agentManager = new AgentManager( { maxAgents: 10 }, // AgentManagerConfig logger, eventBus, memoryManager as any // Cast to DistributedMemorySystem ); if (this.bridgeConfig.cacheEnabled) { this.initializationCache.set(cacheKey, agentManager); } return agentManager; } /** * Cached main orchestrator creation */ private async getOrCreateMainOrchestrator(): Promise<Orchestrator> { const cacheKey = 'mainOrchestrator'; if (this.bridgeConfig.cacheEnabled && this.initializationCache.has(cacheKey)) { return this.initializationCache.get(cacheKey); } // Create main orchestrator with required parameters const config = await this.getOrCreateConfig(); const eventBus = await this.getOrCreateEventBus(); const logger = await this.getOrCreateLogger(); const memoryManager = await this.getOrCreateMemoryManager(); // Create mock dependencies for orchestrator const mockTerminalManager = {} as any; const mockCoordinationManager = {} as any; const mockMCPServer = {} as any; const orchestrator = new Orchestrator( config, mockTerminalManager, memoryManager, mockCoordinationManager, mockMCPServer, eventBus, logger ); if (this.bridgeConfig.cacheEnabled) { this.initializationCache.set(cacheKey, orchestrator); } return orchestrator; } /** * Execute performance hooks */ private async executePerformanceHook(type: string, data: any): Promise<void> { try { await agenticHookManager.executeHooks(type as any, data, { sessionId: `maestro-cli-${Date.now()}`, timestamp: Date.now(), correlationId: `maestro-performance`, metadata: { source: 'maestro-cli-bridge' }, memory: { namespace: 'maestro', provider: 'memory', cache: new Map() }, neural: { modelId: 'default', patterns: null as any, training: null as any }, performance: { metrics: new Map(), bottlenecks: [], optimizations: [] } } as any); } catch (error) { // Don't let hook failures break the main operation console.warn(chalk.yellow(`โš ๏ธ Performance hook failed: ${error instanceof Error ? error.message : String(error)}`)); } } /** * Report performance metrics */ private async reportPerformanceMetric( operation: string, duration: number, success: boolean, error?: string, memoryUsage?: number ): Promise<void> { const metric: PerformanceMetrics = { operation, duration, success, timestamp: Date.now(), memoryUsage, error }; this.performanceMetrics.push(metric); // Keep only last 100 metrics if (this.performanceMetrics.length > 100) { this.performanceMetrics.shift(); } // Log performance information if (this.bridgeConfig.logLevel === 'debug') { const memoryInfo = memoryUsage ? ` (${(memoryUsage / 1024 / 1024).toFixed(2)}MB)` : ''; console.log( chalk.gray( `[PERF] ${operation}: ${duration}ms ${success ? 'โœ“' : 'โœ—'}${memoryInfo}` ) ); } } /** * Get performance summary */ getPerformanceSummary(): any { const successful = this.performanceMetrics.filter(m => m.success); const failed = this.performanceMetrics.filter(m => !m.success); const avgDuration = successful.length > 0 ? successful.reduce((sum, m) => sum + m.duration, 0) / successful.length : 0; return { totalOperations: this.performanceMetrics.length, successfulOperations: successful.length, failedOperations: failed.length, successRate: this.performanceMetrics.length > 0 ? (successful.length / this.performanceMetrics.length) * 100 : 0, averageDuration: Math.round(avgDuration), recentMetrics: this.performanceMetrics.slice(-10) }; } /** * Validate configuration and environment */ async validateConfiguration(): Promise<{ valid: boolean; issues: string[] }> { const issues: string[] = []; try { // Check Node.js version const nodeVersion = process.versions.node; const majorVersion = parseInt(nodeVersion.split('.')[0]); if (majorVersion < 16) { issues.push(`Node.js version ${nodeVersion} is not supported. Minimum required: 16.0.0`); } // Check available memory const memoryUsage = process.memoryUsage(); const availableMemory = memoryUsage.heapTotal; if (availableMemory < 100 * 1024 * 1024) { // 100MB issues.push('Low available memory detected. Maestro requires at least 100MB heap space'); } // Check file system permissions const specsDir = join(process.cwd(), 'docs', 'maestro', 'specs'); try { const fs = await import('fs/promises'); await fs.access(specsDir, fs.constants.F_OK); } catch { // Directory doesn't exist, which is fine - it will be created } return { valid: issues.length === 0, issues }; } catch (error) { issues.push(`Configuration validation failed: ${error instanceof Error ? error.message : String(error)}`); return { valid: false, issues }; } } /** * Clear caches and reset state */ clearCache(): void { this.initializationCache.clear(); this.configCache = undefined; this.initialized = false; console.log(chalk.gray('๐Ÿงน Maestro CLI bridge cache cleared')); } /** * Shutdown and cleanup resources */ async shutdown(): Promise<void> { if (this.swarmCoordinator) { await this.swarmCoordinator.shutdown(); } this.clearCache(); this.performanceMetrics = []; console.log(chalk.green('โœ… Maestro CLI bridge shutdown complete')); } }