jay-code
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Streamlined AI CLI orchestration engine with mathematical rigor and enterprise-grade reliability
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text/typescript
/**
* 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('โ
Using cached Maestro swarm coordinator'));
return this.swarmCoordinator;
}
console.log(chalk.blue('๐ 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(`โ
Native hive mind swarm initialized: ${swarmId}`));
});
this.initialized = true;
const duration = Date.now() - startTime;
console.log(chalk.green(`โ
Maestro orchestrator ready (${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 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(`โ ๏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 ${success ? 'โ' : 'โ'}${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('๐งน 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('โ
Maestro CLI bridge shutdown complete'));
}
}