Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
직접 명령은 검토 Prompt를 거치지 않습니다. 실행하기 전에 소스를 확인하세요.
npx skills add https://github.com/cvsz/zeaz-platform --skill zai-v3명령은 한 줄로 유지됩니다. 복사하기 전에 가로로 스크롤해 전체 내용을 확인하세요.
로컬 사본을 원하시나요? SkillsMP에서 현재 제공할 수 있는 파일을 다운로드하세요.
Master skill combining related sub-skills
Provides foundational definitions for the ZAI Agents Pack, encompassing the Omega Master Agent Matrix and associated lifecycle setups.
Comprehensive guide to Artificial Intelligence basics, including LLMs, Machine Learning, and Generative AI principles.
SOC 직업 분류 기준
SKILL.md 표시 중
| name | zai-v3 |
| description | Master skill combining related sub-skills |
When implementing tasks on the zeaz-platform repository, you MUST strictly enforce these architecture and workflow rules:
apps/ directory. Do not create top-level directories for apps. When refactoring or adding features, always scope your work to the specific apps/<app-name>/ folder..env files. Consolidate environment variables into a central .env.example inside the respective app folder. Canonical Cloudflare variables (e.g. CLOUDFLARE_API_TOKEN, CLOUDFLARE_ZONE_ID) MUST be used instead of legacy CF_ variants.git commit or git push directly. ALWAYS stage your intended files with git add and commit using make gpg-finalize COMMIT_MSG="..." from the repository root to ensure all GitOps and DevSecOps checks pass.test-secret-value-value-value, test-secret-value-value-value, test-secret-value-value-value are FORBIDDEN.Modernizes claude-flow v3 CLI with interactive prompts, intelligent command decomposition, enhanced hooks integration, performance optimization, and comprehensive workflow automation capabilities.
# Initialize CLI modernization analysis
Task("CLI architecture", "Analyze current CLI structure and identify optimization opportunities", "cli-hooks-developer")
# Modernization implementation (parallel)
Task("Command decomposition", "Break down large CLI files into focused modules", "cli-hooks-developer")
Task("Interactive prompts", "Implement intelligent interactive CLI experience", "cli-hooks-developer")
Task("Hooks enhancement", "Deep integrate hooks with CLI lifecycle", "cli-hooks-developer")
Current CLI Issues:
├── index.ts: 108KB monolithic file
├── enterprise.ts: 68KB feature module
├── Limited interactivity: Basic command parsing
├── Hooks integration: Basic pre/post execution
└── No intelligent workflows: Manual command chaining
Target Architecture:
├── Modular Commands: <500 lines per command
├── Interactive Prompts: Smart context-aware UX
├── Enhanced Hooks: Deep lifecycle integration
├── Workflow Automation: Intelligent command orchestration
└── Performance: <200ms command response time
// src/cli/core/command-registry.ts
interface CommandModule {
name: string;
description: string;
category: CommandCategory;
handler: CommandHandler;
middleware: MiddlewareStack;
permissions: Permission[];
examples: CommandExample[];
}
export class ModularCommandRegistry {
private commands = new Map<string, CommandModule>();
private categories = new Map<CommandCategory, CommandModule[]>();
private aliases = new Map<string, string>();
registerCommand(command: CommandModule): void {
this.commands.set(command.name, command);
// Register in category index
if (!this.categories.has(command.category)) {
this.categories.set(command.category, []);
}
this.categories.get(command.category)!.push(command);
}
async executeCommand(name: string, args: string[]): Promise<CommandResult> {
const command = this.resolveCommand(name);
if (!command) {
throw new CommandNotFoundError(name, this.getSuggestions(name));
}
// Execute middleware stack
const context = await this.buildExecutionContext(command, args);
const result = await command.middleware.execute(context);
return result;
}
private resolveCommand(name: string): CommandModule | undefined {
// Try exact match first
if (this.commands.has(name)) {
return this.commands.get(name);
}
// Try alias
const aliasTarget = this.aliases.get(name);
if (aliasTarget) {
return this.commands.get(aliasTarget);
}
// Try fuzzy match
return this.findFuzzyMatch(name);
}
}
// src/cli/commands/swarm/swarm.command.ts
@Command({
name: 'swarm',
description: 'Swarm coordination and management',
category: 'orchestration'
})
export class SwarmCommand {
constructor(
private swarmCoordinator: UnifiedSwarmCoordinator,
private promptService: InteractivePromptService
) {}
@SubCommand('init')
@Option('--topology', 'Swarm topology (mesh|hierarchical|adaptive)', 'hierarchical')
@Option('--agents', 'Number of agents to spawn', 5)
@Option('--interactive', 'Interactive agent configuration', false)
async init(
@Arg('projectName') projectName: string,
options: SwarmInitOptions
): Promise<CommandResult> {
if (options.interactive) {
return this.interactiveSwarmInit(projectName);
}
return this.quickSwarmInit(projectName, options);
}
private async interactiveSwarmInit(projectName: string): Promise<CommandResult> {
console.log(`🚀 Initializing Swarm for ${projectName}`);
// Interactive topology selection
const topology = await this.promptService.select({
message: 'Select swarm topology:',
choices: [
{ name: 'Hierarchical (Queen-led coordination)', value: 'hierarchical' },
{ name: 'Mesh (Peer-to-peer collaboration)', value: 'mesh' },
{ name: 'Adaptive (Dynamic topology switching)', value: 'adaptive' }
]
});
// Agent configuration
const agents = await this.promptAgentConfiguration();
// Initialize with configuration
const swarm = await this.swarmCoordinator.initialize({
name: projectName,
topology,
agents,
hooks: {
onAgentSpawn: this.handleAgentSpawn.bind(this),
onTaskComplete: this.handleTaskComplete.bind(this),
onSwarmComplete: this.handleSwarmComplete.bind(this)
}
});
return CommandResult.success({
message: `✅ Swarm ${projectName} initialized with ${agents.length} agents`,
data: { swarmId: swarm.id, topology, agentCount: agents.length }
});
}
@SubCommand('status')
async status(): Promise<CommandResult> {
const swarms = await this.swarmCoordinator.listActiveSwarms();
if (swarms.length === 0) {
return CommandResult.info('No active swarms found');
}
// Interactive swarm selection if multiple
const selectedSwarm = swarms.length === 1
? swarms[0]
: await this.promptService.select({
message: 'Select swarm to inspect:',
choices: swarms.map(s => ({
name: `${s.name} (${s.agents.length} agents, ${s.topology})`,
value: s
}))
});
return this.displaySwarmStatus(selectedSwarm);
}
}
// src/cli/commands/learning/learning.command.ts
@Command({
name: 'learning',
description: 'Learning system management and optimization',
category: 'intelligence'
})
export class LearningCommand {
constructor(
private learningService: IntegratedLearningService,
private promptService: InteractivePromptService
) {}
@SubCommand('start')
@Option('--algorithm', 'RL algorithm to use', 'auto')
@Option('--tier', 'Learning tier (basic|standard|advanced)', 'standard')
async start(options: LearningStartOptions): Promise<CommandResult> {
// Auto-detect optimal algorithm if not specified
if (options.algorithm === 'auto') {
const taskContext = await this.analyzeCurrentContext();
options.algorithm = this.learningService.selectOptimalAlgorithm(taskContext);
console.log(`🧠 Auto-selected ${options.algorithm} algorithm based on context`);
}
const session = await this.learningService.startSession({
algorithm: options.algorithm,
tier: options.tier,
userId: await this.getCurrentUser()
});
return CommandResult.success({
message: `🚀 Learning session started with ${options.algorithm}`,
data: { sessionId: session.id, algorithm: options.algorithm, tier: options.tier }
});
}
@SubCommand('feedback')
@Arg('reward', 'Reward value (0-1)', 'number')
async feedback(
@Arg('reward') reward: number,
@Option('--context', 'Additional context for learning')
context?: string
): Promise<CommandResult> {
const activeSession = await this.learningService.getActiveSession();
if (!activeSession) {
return CommandResult.error('No active learning session found. Start one with `learning start`');
}
await this.learningService.submitFeedback({
sessionId: activeSession.id,
reward,
context,
timestamp: new Date()
});
return CommandResult.success({
message: `📊 Feedback recorded (reward: ${reward})`,
data: { reward, sessionId: activeSession.id }
});
}
@SubCommand('metrics')
async metrics(): Promise<CommandResult> {
const metrics = await this.learningService.getMetrics();
// Interactive metrics display
await this.displayInteractiveMetrics(metrics);
return CommandResult.success('Metrics displayed');
}
}
// src/cli/services/interactive-prompt.service.ts
interface PromptOptions {
message: string;
type: 'select' | 'multiselect' | 'input' | 'confirm' | 'progress';
choices?: PromptChoice[];
default?: any;
validate?: (input: any) => boolean | string;
transform?: (input: any) => any;
}
export class InteractivePromptService {
private inquirer: any; // Dynamic import for tree-shaking
async select<T>(options: SelectPromptOptions<T>): Promise<T> {
const { default: inquirer } = await import('inquirer');
const result = await inquirer.prompt([{
type: 'list',
name: 'selection',
message: options.message,
choices: options.choices,
default: options.default
}]);
return result.selection;
}
async multiSelect<T>(options: MultiSelectPromptOptions<T>): Promise<T[]> {
const { default: inquirer } = await import('inquirer');
const result = await inquirer.prompt([{
type: 'checkbox',
name: 'selections',
message: options.message,
choices: options.choices,
validate: (input: T[]) => {
if (options.minSelections && input.length < options.minSelections) {
return `Please select at least ${options.minSelections} options`;
}
if (options.maxSelections && input.length > options.maxSelections) {
return `Please select at most ${options.maxSelections} options`;
}
return true;
}
}]);
return result.selections;
}
async input(options: InputPromptOptions): Promise<string> {
const { default: inquirer } = await import('inquirer');
const result = await inquirer.prompt([{
type: 'input',
name: 'input',
message: options.message,
default: options.default,
validate: options.validate,
transformer: options.transform
}]);
return result.input;
}
async progressTask<T>(
task: ProgressTask<T>,
options: ProgressOptions
): Promise<T> {
const { default: cliProgress } = await import('cli-progress');
const progressBar = new cliProgress.SingleBar({
format: `${options.title} |{bar}| {percentage}% | {status}`,
barCompleteChar: '█',
barIncompleteChar: '░',
hideCursor: true
});
progressBar.start(100, 0, { status: 'Starting...' });
try {
const result = await task({
updateProgress: (percent: number, status?: string) => {
progressBar.update(percent, { status: status || 'Processing...' });
}
});
progressBar.update(100, { status: 'Complete!' });
progressBar.stop();
return result;
} catch (error) {
progressBar.stop();
throw error;
}
}
async confirmWithDetails(
message: string,
details: ConfirmationDetails
): Promise<boolean> {
console.log('\n' + chalk.bold(message));
console.log(chalk.gray('Details:'));
for (const [key, value] of Object.entries(details)) {
console.log(chalk.gray(` ${key}: ${value}`));
}
return this.confirm('\nProceed?');
}
}
// src/cli/hooks/cli-hooks-manager.ts
interface CLIHookEvent {
type: 'command_start' | 'command_end' | 'command_error' | 'agent_spawn' | 'task_complete';
command: string;
args: string[];
context: ExecutionContext;
timestamp: Date;
}
export class CLIHooksManager {
private hooks: Map<string, HookHandler[]> = new Map();
private learningIntegration: LearningHooksIntegration;
constructor() {
this.learningIntegration = new LearningHooksIntegration();
this.setupDefaultHooks();
}
private setupDefaultHooks(): void {
// Learning integration hooks
this.registerHook('command_start', async (event: CLIHookEvent) => {
await this.learningIntegration.recordCommandStart(event);
});
this.registerHook('command_end', async (event: CLIHookEvent) => {
await this.learningIntegration.recordCommandSuccess(event);
});
this.registerHook('command_error', async (event: CLIHookEvent) => {
await this.learningIntegration.recordCommandError(event);
});
// Intelligent suggestions
this.registerHook('command_start', async (event: CLIHookEvent) => {
const suggestions = await this.generateIntelligentSuggestions(event);
if (suggestions.length > 0) {
this.displaySuggestions(suggestions);
}
});
// Performance monitoring
this.registerHook('command_end', async (event: CLIHookEvent) => {
await this.recordPerformanceMetrics(event);
});
}
async executeHooks(type: string, event: CLIHookEvent): Promise<void> {
const handlers = this.hooks.get(type) || [];
await Promise.all(handlers.map(handler =>
this.executeHookSafely(handler, event)
));
}
private async generateIntelligentSuggestions(event: CLIHookEvent): Promise<Suggestion[]> {
const context = await this.learningIntegration.getExecutionContext(event);
const patterns = await this.learningIntegration.findSimilarPatterns(context);
return patterns.map(pattern => ({
type: 'optimization',
message: `Based on similar executions, consider: ${pattern.suggestion}`,
confidence: pattern.confidence
}));
}
}
// src/cli/hooks/learning-hooks-integration.ts
export class LearningHooksIntegration {
constructor(
private agenticFlowHooks: AgenticFlowHooksClient,
private agentDBLearning: AgentDBLearningClient
) {}
async recordCommandStart(event: CLIHookEvent): Promise<void> {
// Start trajectory tracking
await this.agenticFlowHooks.trajectoryStart({
sessionId: event.context.sessionId,
command: event.command,
args: event.args,
context: event.context
});
// Record experience in AgentDB
await this.agentDBLearning.recordExperience({
type: 'command_execution',
state: this.encodeCommandState(event),
action: event.command,
timestamp: event.timestamp
});
}
async recordCommandSuccess(event: CLIHookEvent): Promise<void> {
const executionTime = Date.now() - event.timestamp.getTime();
const reward = this.calculateReward(event, executionTime, true);
// Complete trajectory
await this.agenticFlowHooks.trajectoryEnd({
sessionId: event.context.sessionId,
success: true,
reward,
verdict: 'positive'
});
// Submit feedback to learning system
await this.agentDBLearning.submitFeedback({
sessionId: event.context.learningSessionId,
reward,
success: true,
latencyMs: executionTime
});
// Store successful pattern
if (reward > 0.8) {
await this.agenticFlowHooks.storePattern({
pattern: event.command,
solution: event.context.result,
confidence: reward
});
}
}
async recordCommandError(event: CLIHookEvent): Promise<void> {
const executionTime = Date.now() - event.timestamp.getTime();
const reward = this.calculateReward(event, executionTime, false);
// Complete trajectory with error
await this.agenticFlowHooks.trajectoryEnd({
sessionId: event.context.sessionId,
success: false,
reward,
verdict: 'negative',
error: event.context.error
});
// Learn from failure
await this.agentDBLearning.submitFeedback({
sessionId: event.context.learningSessionId,
reward,
success: false,
latencyMs: executionTime,
error: event.context.error
});
}
private calculateReward(event: CLIHookEvent, executionTime: number, success: boolean): number {
if (!success) return 0;
// Base reward for success
let reward = 0.5;
// Performance bonus (faster execution)
const expectedTime = this.getExpectedExecutionTime(event.command);
if (executionTime < expectedTime) {
reward += 0.3 * (1 - executionTime / expectedTime);
}
// Complexity bonus
const complexity = this.calculateCommandComplexity(event);
reward += complexity * 0.2;
return Math.min(reward, 1.0);
}
}
// src/cli/workflows/workflow-orchestrator.ts
interface WorkflowStep {
id: string;
command: string;
args: string[];
dependsOn: string[];
condition?: WorkflowCondition;
retryPolicy?: RetryPolicy;
}
export class WorkflowOrchestrator {
constructor(
private commandRegistry: ModularCommandRegistry,
private promptService: InteractivePromptService
) {}
async executeWorkflow(workflow: Workflow): Promise<WorkflowResult> {
const context = new WorkflowExecutionContext(workflow);
// Display workflow overview
await this.displayWorkflowOverview(workflow);
const confirmed = await this.promptService.confirm(
'Execute this workflow?'
);
if (!confirmed) {
return WorkflowResult.cancelled();
}
// Execute steps
return this.promptService.progressTask(
async ({ updateProgress }) => {
const steps = this.sortStepsByDependencies(workflow.steps);
for (let i = 0; i < steps.length; i++) {
const step = steps[i];
updateProgress((i / steps.length) * 100, `Executing ${step.command}`);
await this.executeStep(step, context);
}
return WorkflowResult.success(context.getResults());
},
{ title: `Workflow: ${workflow.name}` }
);
}
async generateWorkflowFromIntent(intent: string): Promise<Workflow> {
// Use learning system to generate workflow
const patterns = await this.findWorkflowPatterns(intent);
if (patterns.length === 0) {
throw new Error('Could not generate workflow for intent');
}
// Select best pattern or let user choose
const selectedPattern = patterns.length === 1
? patterns[0]
: await this.promptService.select({
message: 'Select workflow template:',
choices: patterns.map(p => ({
name: `${p.name} (${p.confidence}% match)`,
value: p
}))
});
return this.customizeWorkflow(selectedPattern, intent);
}
private async executeStep(step: WorkflowStep, context: WorkflowExecutionContext): Promise<void> {
// Check conditions
if (step.condition && !this.evaluateCondition(step.condition, context)) {
context.skipStep(step.id, 'Condition not met');
return;
}
// Check dependencies
const missingDeps = step.dependsOn.filter(dep => !context.isStepCompleted(dep));
if (missingDeps.length > 0) {
throw new WorkflowError(`Step ${step.id} has unmet dependencies: ${missingDeps.join(', ')}`);
}
// Execute with retry policy
const retryPolicy = step.retryPolicy || { maxAttempts: 1 };
let lastError: Error | null = null;
for (let attempt = 1; attempt <= retryPolicy.maxAttempts; attempt++) {
try {
const result = await this.commandRegistry.executeCommand(step.command, step.args);
context.completeStep(step.id, result);
return;
} catch (error) {
lastError = error as Error;
if (attempt < retryPolicy.maxAttempts) {
await this.delay(retryPolicy.backoffMs || 1000);
}
}
}
throw new WorkflowError(`Step ${step.id} failed after ${retryPolicy.maxAttempts} attempts: ${lastError?.message}`);
}
}
// src/cli/performance/command-performance.ts
export class CommandPerformanceMonitor {
private metrics = new Map<string, CommandMetrics>();
async measureCommand<T>(
commandName: string,
executor: () => Promise<T>
): Promise<T> {
const start = performance.now();
const memBefore = process.memoryUsage();
try {
const result = await executor();
const end = performance.now();
const memAfter = process.memoryUsage();
this.recordMetrics(commandName, {
executionTime: end - start,
memoryDelta: memAfter.heapUsed - memBefore.heapUsed,
success: true
});
return result;
} catch (error) {
const end = performance.now();
this.recordMetrics(commandName, {
executionTime: end - start,
memoryDelta: 0,
success: false,
error: error as Error
});
throw error;
}
}
private recordMetrics(command: string, measurement: PerformanceMeasurement): void {
if (!this.metrics.has(command)) {
this.metrics.set(command, new CommandMetrics(command));
}
const metrics = this.metrics.get(command)!;
metrics.addMeasurement(measurement);
// Alert if performance degrades
if (metrics.getP95ExecutionTime() > 5000) { // 5 seconds
console.warn(`⚠️ Command '${command}' is performing slowly (P95: ${metrics.getP95ExecutionTime()}ms)`);
}
}
getCommandReport(command: string): PerformanceReport {
const metrics = this.metrics.get(command);
if (!metrics) {
throw new Error(`No metrics found for command: ${command}`);
}
return {
command,
totalExecutions: metrics.getTotalExecutions(),
successRate: metrics.getSuccessRate(),
avgExecutionTime: metrics.getAverageExecutionTime(),
p95ExecutionTime: metrics.getP95ExecutionTime(),
avgMemoryUsage: metrics.getAverageMemoryUsage(),
recommendations: this.generateRecommendations(metrics)
};
}
}
// src/cli/completion/intelligent-completion.ts
export class IntelligentCompletion {
constructor(
private learningService: LearningService,
private commandRegistry: ModularCommandRegistry
) {}
async generateCompletions(
partial: string,
context: CompletionContext
): Promise<Completion[]> {
const completions: Completion[] = [];
// 1. Exact command matches
const exactMatches = this.commandRegistry.findCommandsByPrefix(partial);
completions.push(...exactMatches.map(cmd => ({
value: cmd.name,
description: cmd.description,
type: 'command',
confidence: 1.0
})));
// 2. Learning-based suggestions
const learnedSuggestions = await this.learningService.suggestCommands(
partial,
context
);
completions.push(...learnedSuggestions);
// 3. Context-aware suggestions
const contextualSuggestions = await this.generateContextualSuggestions(
partial,
context
);
completions.push(...contextualSuggestions);
// Sort by confidence and relevance
return completions
.sort((a, b) => b.confidence - a.confidence)
.slice(0, 10); // Top 10 suggestions
}
private async generateContextualSuggestions(
partial: string,
context: CompletionContext
): Promise<Completion[]> {
const suggestions: Completion[] = [];
// If in git repository, suggest git-related commands
if (context.isGitRepository) {
if (partial.startsWith('git')) {
suggestions.push({
value: 'git commit',
description: 'Create git commit with generated message',
type: 'workflow',
confidence: 0.8
});
}
}
// If package.json exists, suggest npm commands
if (context.hasPackageJson) {
if (partial.startsWith('npm') || partial.startsWith('swarm')) {
suggestions.push({
value: 'swarm init',
description: 'Initialize swarm for this project',
type: 'workflow',
confidence: 0.9
});
}
}
return suggestions;
}
}
const cliImprovements = {
before: {
commandResponse: '~500ms',
interactivity: 'Basic command parsing',
workflows: 'Manual command chaining',
suggestions: 'Static help text'
},
after: {
commandResponse: '<200ms with caching',
interactivity: 'Smart context-aware prompts',
workflows: 'Automated multi-step execution',
suggestions: 'Learning-based intelligent completion'
}
};
v3-core-implementation - Core domain integrationv3-memory-unification - Memory-backed command cachingv3-swarm-coordination - CLI swarm management integrationv3-performance-optimization - CLI performance monitoring# Full CLI modernization implementation
Task("CLI modernization implementation",
"Implement modular commands, interactive prompts, and intelligent workflows",
"cli-hooks-developer")
# Enhanced interactive commands
claude-flow swarm init --interactive
claude-flow learning start --guided
claude-flow workflow create --from-intent "setup new project"
Implements the core TypeScript modules for claude-flow v3 following Domain-Driven Design principles, clean architecture patterns, and modern TypeScript best practices with comprehensive test coverage.
# Initialize core implementation
Task("Core foundation", "Set up DDD domain structure and base classes", "core-implementer")
# Domain implementation (parallel)
Task("Task domain", "Implement task management domain with entities and services", "core-implementer")
Task("Session domain", "Implement session management domain", "core-implementer")
Task("Health domain", "Implement health monitoring domain", "core-implementer")
src/
├── core/
│ ├── kernel/ # Microkernel pattern
│ │ ├── claude-flow-kernel.ts
│ │ ├── domain-registry.ts
│ │ └── plugin-loader.ts
│ │
│ ├── domains/ # DDD Bounded Contexts
│ │ ├── task-management/
│ │ │ ├── entities/
│ │ │ ├── value-objects/
│ │ │ ├── services/
│ │ │ ├── repositories/
│ │ │ └── events/
│ │ │
│ │ ├── session-management/
│ │ ├── health-monitoring/
│ │ ├── lifecycle-management/
│ │ └── event-coordination/
│ │
│ ├── shared/ # Shared kernel
│ │ ├── domain/
│ │ │ ├── entity.ts
│ │ │ ├── value-object.ts
│ │ │ ├── domain-event.ts
│ │ │ └── aggregate-root.ts
│ │ │
│ │ ├── infrastructure/
│ │ │ ├── event-bus.ts
│ │ │ ├── dependency-container.ts
│ │ │ └── logger.ts
│ │ │
│ │ └── types/
│ │ ├── common.ts
│ │ ├── errors.ts
│ │ └── interfaces.ts
│ │
│ └── application/ # Application services
│ ├── use-cases/
│ ├── commands/
│ ├── queries/
│ └── handlers/
// src/core/shared/domain/entity.ts
export abstract class Entity<T> {
protected readonly _id: T;
private _domainEvents: DomainEvent[] = [];
constructor(id: T) {
this._id = id;
}
get id(): T {
return this._id;
}
public equals(object?: Entity<T>): boolean {
if (object == null || object == undefined) {
return false;
}
if (this === object) {
return true;
}
if (!(object instanceof Entity)) {
return false;
}
return this._id === object._id;
}
protected addDomainEvent(domainEvent: DomainEvent): void {
this._domainEvents.push(domainEvent);
}
public getUncommittedEvents(): DomainEvent[] {
return this._domainEvents;
}
public markEventsAsCommitted(): void {
this._domainEvents = [];
}
}
// src/core/shared/domain/value-object.ts
export abstract class ValueObject<T> {
protected readonly props: T;
constructor(props: T) {
this.props = Object.freeze(props);
}
public equals(object?: ValueObject<T>): boolean {
if (object == null || object == undefined) {
return false;
}
if (this === object) {
return true;
}
return JSON.stringify(this.props) === JSON.stringify(object.props);
}
get value(): T {
return this.props;
}
}
// src/core/shared/domain/aggregate-root.ts
export abstract class AggregateRoot<T> extends Entity<T> {
private _version: number = 0;
get version(): number {
return this._version;
}
protected incrementVersion(): void {
this._version++;
}
public applyEvent(event: DomainEvent): void {
this.addDomainEvent(event);
this.incrementVersion();
}
}
// src/core/domains/task-management/entities/task.entity.ts
import { AggregateRoot } from '../../../shared/domain/aggregate-root';
import { TaskId } from '../value-objects/task-id.vo';
import { TaskStatus } from '../value-objects/task-status.vo';
import { Priority } from '../value-objects/priority.vo';
import { TaskAssignedEvent } from '../events/task-assigned.event';
interface TaskProps {
id: TaskId;
description: string;
priority: Priority;
status: TaskStatus;
assignedAgentId?: string;
createdAt: Date;
updatedAt: Date;
}
export class Task extends AggregateRoot<TaskId> {
private props: TaskProps;
private constructor(props: TaskProps) {
super(props.id);
this.props = props;
}
static create(description: string, priority: Priority): Task {
const task = new Task({
id: TaskId.create(),
description,
priority,
status: TaskStatus.pending(),
createdAt: new Date(),
updatedAt: new Date()
});
return task;
}
static reconstitute(props: TaskProps): Task {
return new Task(props);
}
public assignTo(agentId: string): void {
if (this.props.status.equals(TaskStatus.completed())) {
throw new Error('Cannot assign completed task');
}
this.props.assignedAgentId = agentId;
this.props.status = TaskStatus.assigned();
this.props.updatedAt = new Date();
this.applyEvent(new TaskAssignedEvent(
this.id.value,
agentId,
this.props.priority
));
}
public complete(result: TaskResult): void {
if (!this.props.assignedAgentId) {
throw new Error('Cannot complete unassigned task');
}
this.props.status = TaskStatus.completed();
this.props.updatedAt = new Date();
this.applyEvent(new TaskCompletedEvent(
this.id.value,
result,
this.calculateDuration()
));
}
// Getters
get description(): string { return this.props.description; }
get priority(): Priority { return this.props.priority; }
get status(): TaskStatus { return this.props.status; }
get assignedAgentId(): string | undefined { return this.props.assignedAgentId; }
get createdAt(): Date { return this.props.createdAt; }
get updatedAt(): Date { return this.props.updatedAt; }
private calculateDuration(): number {
return this.props.updatedAt.getTime() - this.props.createdAt.getTime();
}
}
// src/core/domains/task-management/value-objects/task-id.vo.ts
export class TaskId extends ValueObject<string> {
private constructor(value: string) {
super({ value });
}
static create(): TaskId {
return new TaskId(crypto.randomUUID());
}
static fromString(id: string): TaskId {
if (!id || id.length === 0) {
throw new Error('TaskId cannot be empty');
}
return new TaskId(id);
}
get value(): string {
return this.props.value;
}
}
// src/core/domains/task-management/value-objects/task-status.vo.ts
type TaskStatusType = 'pending' | 'assigned' | 'in_progress' | 'completed' | 'failed';
export class TaskStatus extends ValueObject<TaskStatusType> {
private constructor(status: TaskStatusType) {
super({ value: status });
}
static pending(): TaskStatus { return new TaskStatus('pending'); }
static assigned(): TaskStatus { return new TaskStatus('assigned'); }
static inProgress(): TaskStatus { return new TaskStatus('in_progress'); }
static completed(): TaskStatus { return new TaskStatus('completed'); }
static failed(): TaskStatus { return new TaskStatus('failed'); }
get value(): TaskStatusType {
return this.props.value;
}
public isPending(): boolean { return this.value === 'pending'; }
public isAssigned(): boolean { return this.value === 'assigned'; }
public isInProgress(): boolean { return this.value === 'in_progress'; }
public isCompleted(): boolean { return this.value === 'completed'; }
public isFailed(): boolean { return this.value === 'failed'; }
}
// src/core/domains/task-management/value-objects/priority.vo.ts
type PriorityLevel = 'low' | 'medium' | 'high' | 'critical';
export class Priority extends ValueObject<PriorityLevel> {
private constructor(level: PriorityLevel) {
super({ value: level });
}
static low(): Priority { return new Priority('low'); }
static medium(): Priority { return new Priority('medium'); }
static high(): Priority { return new Priority('high'); }
static critical(): Priority { return new Priority('critical'); }
get value(): PriorityLevel {
return this.props.value;
}
public getNumericValue(): number {
const priorities = { low: 1, medium: 2, high: 3, critical: 4 };
return priorities[this.value];
}
}
// src/core/domains/task-management/services/task-scheduling.service.ts
import { Injectable } from '../../../shared/infrastructure/dependency-container';
import { Task } from '../entities/task.entity';
import { Priority } from '../value-objects/priority.vo';
@Injectable()
export class TaskSchedulingService {
public prioritizeTasks(tasks: Task[]): Task[] {
return tasks.sort((a, b) =>
b.priority.getNumericValue() - a.priority.getNumericValue()
);
}
public canSchedule(task: Task, agentCapacity: number): boolean {
if (agentCapacity <= 0) return false;
// Critical tasks always schedulable
if (task.priority.equals(Priority.critical())) return true;
// Other logic based on capacity
return true;
}
public calculateEstimatedDuration(task: Task): number {
// Simple heuristic - would use ML in real implementation
const baseTime = 300000; // 5 minutes
const priorityMultiplier = {
low: 0.5,
medium: 1.0,
high: 1.5,
critical: 2.0
};
return baseTime * priorityMultiplier[task.priority.value];
}
}
// src/core/domains/task-management/repositories/task.repository.ts
export interface ITaskRepository {
save(task: Task): Promise<void>;
findById(id: TaskId): Promise<Task | null>;
findByAgentId(agentId: string): Promise<Task[]>;
findByStatus(status: TaskStatus): Promise<Task[]>;
findPendingTasks(): Promise<Task[]>;
delete(id: TaskId): Promise<void>;
}
// src/core/domains/task-management/repositories/sqlite-task.repository.ts
@Injectable()
export class SqliteTaskRepository implements ITaskRepository {
constructor(
@Inject('Database') private db: Database,
@Inject('Logger') private logger: ILogger
) {}
async save(task: Task): Promise<void> {
const sql = `
INSERT OR REPLACE INTO tasks (
id, description, priority, status, assigned_agent_id, created_at, updated_at
) VALUES (?, ?, ?, ?, ?, ?, ?)
`;
await this.db.run(sql, [
task.id.value,
task.description,
task.priority.value,
task.status.value,
task.assignedAgentId,
task.createdAt.toISOString(),
task.updatedAt.toISOString()
]);
this.logger.debug(`Task saved: ${task.id.value}`);
}
async findById(id: TaskId): Promise<Task | null> {
const sql = 'SELECT * FROM tasks WHERE id = ?';
const row = await this.db.get(sql, [id.value]);
return row ? this.mapRowToTask(row) : null;
}
async findPendingTasks(): Promise<Task[]> {
const sql = 'SELECT * FROM tasks WHERE status = ? ORDER BY priority DESC, created_at ASC';
const rows = await this.db.all(sql, ['pending']);
return rows.map(row => this.mapRowToTask(row));
}
private mapRowToTask(row: any): Task {
return Task.reconstitute({
id: TaskId.fromString(row.id),
description: row.description,
priority: Priority.fromString(row.priority),
status: TaskStatus.fromString(row.status),
assignedAgentId: row.assigned_agent_id,
createdAt: new Date(row.created_at),
updatedAt: new Date(row.updated_at)
});
}
}
// src/core/application/use-cases/assign-task.use-case.ts
@Injectable()
export class AssignTaskUseCase {
constructor(
@Inject('TaskRepository') private taskRepository: ITaskRepository,
@Inject('AgentRepository') private agentRepository: IAgentRepository,
@Inject('DomainEventBus') private eventBus: DomainEventBus,
@Inject('Logger') private logger: ILogger
) {}
async execute(command: AssignTaskCommand): Promise<AssignTaskResult> {
try {
// 1. Validate command
await this.validateCommand(command);
// 2. Load aggregates
const task = await this.taskRepository.findById(command.taskId);
if (!task) {
throw new TaskNotFoundError(command.taskId);
}
const agent = await this.agentRepository.findById(command.agentId);
if (!agent) {
throw new AgentNotFoundError(command.agentId);
}
// 3. Business logic
if (!agent.canAcceptTask(task)) {
throw new AgentCannotAcceptTaskError(command.agentId, command.taskId);
}
task.assignTo(command.agentId);
agent.acceptTask(task.id);
// 4. Persist changes
await Promise.all([
this.taskRepository.save(task),
this.agentRepository.save(agent)
]);
// 5. Publish domain events
const events = [
...task.getUncommittedEvents(),
...agent.getUncommittedEvents()
];
for (const event of events) {
await this.eventBus.publish(event);
}
task.markEventsAsCommitted();
agent.markEventsAsCommitted();
// 6. Return result
this.logger.info(`Task ${command.taskId.value} assigned to agent ${command.agentId}`);
return AssignTaskResult.success({
taskId: task.id,
agentId: command.agentId,
assignedAt: new Date()
});
} catch (error) {
this.logger.error(`Failed to assign task ${command.taskId.value}:`, error);
return AssignTaskResult.failure(error);
}
}
private async validateCommand(command: AssignTaskCommand): Promise<void> {
if (!command.taskId) {
throw new ValidationError('Task ID is required');
}
if (!command.agentId) {
throw new ValidationError('Agent ID is required');
}
}
}
// src/core/shared/infrastructure/dependency-container.ts
import { Container } from 'inversify';
import { TYPES } from './types';
export class DependencyContainer {
private container: Container;
constructor() {
this.container = new Container();
this.setupBindings();
}
private setupBindings(): void {
// Repositories
this.container.bind<ITaskRepository>(TYPES.TaskRepository)
.to(SqliteTaskRepository)
.inSingletonScope();
this.container.bind<IAgentRepository>(TYPES.AgentRepository)
.to(SqliteAgentRepository)
.inSingletonScope();
// Services
this.container.bind<TaskSchedulingService>(TYPES.TaskSchedulingService)
.to(TaskSchedulingService)
.inSingletonScope();
// Use Cases
this.container.bind<AssignTaskUseCase>(TYPES.AssignTaskUseCase)
.to(AssignTaskUseCase)
.inSingletonScope();
// Infrastructure
this.container.bind<ILogger>(TYPES.Logger)
.to(ConsoleLogger)
.inSingletonScope();
this.container.bind<DomainEventBus>(TYPES.DomainEventBus)
.to(InMemoryDomainEventBus)
.inSingletonScope();
}
get<T>(serviceIdentifier: symbol): T {
return this.container.get<T>(serviceIdentifier);
}
bind<T>(serviceIdentifier: symbol): BindingToSyntax<T> {
return this.container.bind<T>(serviceIdentifier);
}
}
// tsconfig.json
{
"compilerOptions": {
"target": "ES2022",
"lib": ["ES2022"],
"module": "NodeNext",
"moduleResolution": "NodeNext",
"declaration": true,
"outDir": "./dist",
"strict": true,
"exactOptionalPropertyTypes": true,
"noImplicitReturns": true,
"noFallthroughCasesInSwitch": true,
"noUncheckedIndexedAccess": true,
"noImplicitOverride": true,
"experimentalDecorators": true,
"emitDecoratorMetadata": true,
"skipLibCheck": true,
"forceConsistentCasingInFileNames": true,
"resolveJsonModule": true,
"esModuleInterop": true,
"allowSyntheticDefaultImports": true,
"baseUrl": ".",
"paths": {
"@/*": ["src/*"],
"@core/*": ["src/core/*"],
"@shared/*": ["src/core/shared/*"],
"@domains/*": ["src/core/domains/*"]
}
},
"include": ["src/**/*"],
"exclude": ["node_modules", "dist", "**/*.test.ts", "**/*.spec.ts"]
}
// src/core/domains/task-management/__tests__/entities/task.entity.test.ts
describe('Task Entity', () => {
let task: Task;
beforeEach(() => {
task = Task.create('Test task', Priority.medium());
});
describe('creation', () => {
it('should create task with pending status', () => {
expect(task.status.isPending()).toBe(true);
expect(task.description).toBe('Test task');
expect(task.priority.equals(Priority.medium())).toBe(true);
});
it('should generate unique ID', () => {
const task1 = Task.create('Task 1', Priority.low());
const task2 = Task.create('Task 2', Priority.low());
expect(task1.id.equals(task2.id)).toBe(false);
});
});
describe('assignment', () => {
it('should assign to agent and change status', () => {
const agentId = 'agent-123';
task.assignTo(agentId);
expect(task.assignedAgentId).toBe(agentId);
expect(task.status.isAssigned()).toBe(true);
});
it('should emit TaskAssignedEvent when assigned', () => {
const agentId = 'agent-123';
task.assignTo(agentId);
const events = task.getUncommittedEvents();
expect(events).toHaveLength(1);
expect(events[0]).toBeInstanceOf(TaskAssignedEvent);
});
it('should not allow assignment of completed task', () => {
task.assignTo('agent-123');
task.complete(TaskResult.success('done'));
expect(() => task.assignTo('agent-456'))
.toThrow('Cannot assign completed task');
});
});
});
// src/core/domains/task-management/__tests__/integration/task-repository.integration.test.ts
describe('TaskRepository Integration', () => {
let repository: SqliteTaskRepository;
let db: Database;
beforeEach(async () => {
db = new Database(':memory:');
await setupTasksTable(db);
repository = new SqliteTaskRepository(db, new ConsoleLogger());
});
afterEach(async () => {
await db.close();
});
it('should save and retrieve task', async () => {
const task = Task.create('Test task', Priority.high());
await repository.save(task);
const retrieved = await repository.findById(task.id);
expect(retrieved).toBeDefined();
expect(retrieved!.id.equals(task.id)).toBe(true);
expect(retrieved!.description).toBe('Test task');
expect(retrieved!.priority.equals(Priority.high())).toBe(true);
});
it('should find pending tasks ordered by priority', async () => {
const lowTask = Task.create('Low priority', Priority.low());
const highTask = Task.create('High priority', Priority.high());
await repository.save(lowTask);
await repository.save(highTask);
const pending = await repository.findPendingTasks();
expect(pending).toHaveLength(2);
expect(pending[0].id.equals(highTask.id)).toBe(true); // High priority first
expect(pending[1].id.equals(lowTask.id)).toBe(true);
});
});
// src/core/shared/infrastructure/entity-cache.ts
@Injectable()
export class EntityCache<T extends Entity<any>> {
private cache = new Map<string, { entity: T; timestamp: number }>();
private readonly ttl: number = 300000; // 5 minutes
set(id: string, entity: T): void {
this.cache.set(id, { entity, timestamp: Date.now() });
}
get(id: string): T | null {
const cached = this.cache.get(id);
if (!cached) return null;
// Check TTL
if (Date.now() - cached.timestamp > this.ttl) {
this.cache.delete(id);
return null;
}
return cached.entity;
}
invalidate(id: string): void {
this.cache.delete(id);
}
clear(): void {
this.cache.clear();
}
}
v3-ddd-architecture - DDD architectural designv3-mcp-optimization - MCP server integrationv3-memory-unification - AgentDB repository integrationv3-swarm-coordination - Swarm domain implementation# Full core module implementation
Task("Core implementation",
"Implement all core domains with DDD patterns and comprehensive testing",
"core-implementer")
# Single domain implementation
Task("Task domain implementation",
"Implement task management domain with entities, services, and repositories",
"core-implementer")
Designs and implements Domain-Driven Design (DDD) architecture for claude-flow v3, decomposing god objects into bounded contexts, implementing clean architecture patterns, and enabling modular, testable code structure.
# Initialize DDD architecture analysis
Task("Architecture analysis", "Analyze current architecture and design DDD boundaries", "core-architect")
# Domain modeling (parallel)
Task("Domain decomposition", "Break down orchestrator god object into domains", "core-architect")
Task("Context mapping", "Map bounded contexts and relationships", "core-architect")
Task("Interface design", "Design clean domain interfaces", "core-architect")
├── PROBLEMATIC: core/orchestrator.ts (1,440 lines - GOD OBJECT)
│ ├── Task management responsibilities
│ ├── Session management responsibilities
│ ├── Health monitoring responsibilities
│ ├── Lifecycle management responsibilities
│ └── Event coordination responsibilities
│
└── TARGET: Modular DDD Architecture
├── core/domains/
│ ├── task-management/
│ ├── session-management/
│ ├── health-monitoring/
│ ├── lifecycle-management/
│ └── event-coordination/
└── core/shared/
├── interfaces/
├── value-objects/
└── domain-events/
// core/domains/task-management/
interface TaskManagementDomain {
// Entities
Task: TaskEntity;
TaskQueue: TaskQueueEntity;
// Value Objects
TaskId: TaskIdVO;
TaskStatus: TaskStatusVO;
Priority: PriorityVO;
// Services
TaskScheduler: TaskSchedulingService;
TaskValidator: TaskValidationService;
// Repository
TaskRepository: ITaskRepository;
}
// core/domains/session-management/
interface SessionManagementDomain {
// Entities
Session: SessionEntity;
SessionState: SessionStateEntity;
// Value Objects
SessionId: SessionIdVO;
SessionStatus: SessionStatusVO;
// Services
SessionLifecycle: SessionLifecycleService;
SessionPersistence: SessionPersistenceService;
// Repository
SessionRepository: ISessionRepository;
}
// core/domains/health-monitoring/
interface HealthMonitoringDomain {
// Entities
HealthCheck: HealthCheckEntity;
Metric: MetricEntity;
// Value Objects
HealthStatus: HealthStatusVO;
Threshold: ThresholdVO;
// Services
HealthCollector: HealthCollectionService;
AlertManager: AlertManagementService;
// Repository
MetricsRepository: IMetricsRepository;
}
// core/kernel/claude-flow-kernel.ts
export class ClaudeFlowKernel {
private domains: Map<string, Domain> = new Map();
private eventBus: DomainEventBus;
private dependencyContainer: Container;
async initialize(): Promise<void> {
// Load core domains
await this.loadDomain('task-management', new TaskManagementDomain());
await this.loadDomain('session-management', new SessionManagementDomain());
await this.loadDomain('health-monitoring', new HealthMonitoringDomain());
// Wire up domain events
this.setupDomainEventHandlers();
}
async loadDomain(name: string, domain: Domain): Promise<void> {
await domain.initialize(this.dependencyContainer);
this.domains.set(name, domain);
}
getDomain<T extends Domain>(name: string): T {
const domain = this.domains.get(name);
if (!domain) {
throw new DomainNotLoadedError(name);
}
return domain as T;
}
}
// core/plugins/
interface DomainPlugin {
name: string;
version: string;
dependencies: string[];
initialize(kernel: ClaudeFlowKernel): Promise<void>;
shutdown(): Promise<void>;
}
// Example: Swarm Coordination Plugin
export class SwarmCoordinationPlugin implements DomainPlugin {
name = 'swarm-coordination';
version = '3.0.0';
dependencies = ['task-management', 'session-management'];
async initialize(kernel: ClaudeFlowKernel): Promise<void> {
const taskDomain = kernel.getDomain<TaskManagementDomain>('task-management');
const sessionDomain = kernel.getDomain<SessionManagementDomain>('session-management');
// Register swarm coordination services
this.swarmCoordinator = new UnifiedSwarmCoordinator(taskDomain, sessionDomain);
kernel.registerService('swarm-coordinator', this.swarmCoordinator);
}
}
// core/shared/domain-events/
abstract class DomainEvent {
public readonly eventId: string;
public readonly aggregateId: string;
public readonly occurredOn: Date;
public readonly eventVersion: number;
constructor(aggregateId: string) {
this.eventId = crypto.randomUUID();
this.aggregateId = aggregateId;
this.occurredOn = new Date();
this.eventVersion = 1;
}
}
// Task domain events
export class TaskAssignedEvent extends DomainEvent {
constructor(
taskId: string,
public readonly agentId: string,
public readonly priority: Priority
) {
super(taskId);
}
}
export class TaskCompletedEvent extends DomainEvent {
constructor(
taskId: string,
public readonly result: TaskResult,
public readonly duration: number
) {
super(taskId);
}
}
// Event handlers
@EventHandler(TaskCompletedEvent)
export class TaskCompletedHandler {
constructor(
private metricsRepository: IMetricsRepository,
private sessionService: SessionLifecycleService
) {}
async handle(event: TaskCompletedEvent): Promise<void> {
// Update metrics
await this.metricsRepository.recordTaskCompletion(
event.aggregateId,
event.duration
);
// Update session state
await this.sessionService.markTaskCompleted(
event.aggregateId,
event.result
);
}
}
// Architecture layers
┌─────────────────────────────────────────┐
│ Presentation │ ← CLI, API, UI
├─────────────────────────────────────────┤
│ Application │ ← Use Cases, Commands
├─────────────────────────────────────────┤
│ Domain │ ← Entities, Services, Events
├─────────────────────────────────────────┤
│ Infrastructure │ ← DB, MCP, External APIs
└─────────────────────────────────────────┘
// Dependency direction: Outside → Inside
// Domain layer has NO external dependencies
// core/application/use-cases/
export class AssignTaskUseCase {
constructor(
private taskRepository: ITaskRepository,
private agentRepository: IAgentRepository,
private eventBus: DomainEventBus
) {}
async execute(command: AssignTaskCommand): Promise<TaskResult> {
// 1. Validate command
await this.validateCommand(command);
// 2. Load aggregates
const task = await this.taskRepository.findById(command.taskId);
const agent = await this.agentRepository.findById(command.agentId);
// 3. Business logic (in domain)
task.assignTo(agent);
// 4. Persist changes
await this.taskRepository.save(task);
// 5. Publish domain events
task.getUncommittedEvents().forEach(event =>
this.eventBus.publish(event)
);
// 6. Return result
return TaskResult.success(task);
}
}
// core/domains/task-management/module.ts
export const taskManagementModule = {
name: 'task-management',
entities: [
TaskEntity,
TaskQueueEntity
],
valueObjects: [
TaskIdVO,
TaskStatusVO,
PriorityVO
],
services: [
TaskSchedulingService,
TaskValidationService
],
repositories: [
{ provide: ITaskRepository, useClass: SqliteTaskRepository }
],
eventHandlers: [
TaskAssignedHandler,
TaskCompletedHandler
]
};
// Extract services from orchestrator.ts
const extractionPlan = {
week1: [
'TaskManager → task-management domain',
'SessionManager → session-management domain'
],
week2: [
'HealthMonitor → health-monitoring domain',
'LifecycleManager → lifecycle-management domain'
],
week3: [
'EventCoordinator → event-coordination domain',
'Wire up domain events'
]
};
// Clean separation with dependency injection
export class TaskController {
constructor(
@Inject('AssignTaskUseCase') private assignTask: AssignTaskUseCase,
@Inject('CompleteTaskUseCase') private completeTask: CompleteTaskUseCase
) {}
async assign(request: AssignTaskRequest): Promise<TaskResponse> {
const command = AssignTaskCommand.fromRequest(request);
const result = await this.assignTask.execute(command);
return TaskResponse.fromResult(result);
}
}
// Enable plugin-based extensions
const pluginSystem = {
core: ['task-management', 'session-management', 'health-monitoring'],
optional: ['swarm-coordination', 'learning-integration', 'performance-monitoring']
};
// Pure domain logic testing
describe('Task Entity', () => {
let task: TaskEntity;
let mockAgent: jest.Mocked<AgentEntity>;
beforeEach(() => {
task = new TaskEntity(TaskId.create(), 'Test task');
mockAgent = createMock<AgentEntity>();
});
it('should assign to agent when valid', () => {
mockAgent.canAcceptTask.mockReturnValue(true);
task.assignTo(mockAgent);
expect(task.assignedAgent).toBe(mockAgent);
expect(task.status.value).toBe('assigned');
});
it('should emit TaskAssignedEvent when assigned', () => {
mockAgent.canAcceptTask.mockReturnValue(true);
task.assignTo(mockAgent);
const events = task.getUncommittedEvents();
expect(events).toHaveLength(1);
expect(events[0]).toBeInstanceOf(TaskAssignedEvent);
});
});
v3-core-implementation - Implementation of DDD domainsv3-memory-unification - AgentDB integration within bounded contextsv3-swarm-coordination - Swarm coordination as domain pluginv3-performance-optimization - Performance optimization across domains# Full DDD architecture implementation
Task("DDD architecture implementation",
"Extract orchestrator into DDD domains with clean architecture",
"core-architect")
# Create domain plugin
npm run create:plugin -- --name swarm-coordination --template domain
Transforms claude-flow from parallel implementation to specialized extension of agentic-flow@alpha, eliminating massive code duplication while achieving performance improvements and feature parity.
# Initialize deep integration
Task("Integration architecture", "Design agentic-flow@alpha adapter layer", "v3-integration-architect")
# Feature integration (parallel)
Task("SONA integration", "Integrate 5 SONA learning modes", "v3-integration-architect")
Task("Flash Attention", "Implement 2.49x-7.47x speedup", "v3-integration-architect")
Task("AgentDB coordination", "Setup 150x-12,500x search", "v3-integration-architect")
┌─────────────────────────────────────────┐
│ claude-flow agentic-flow │
├─────────────────────────────────────────┤
│ SwarmCoordinator → Swarm System │ 80% overlap (eliminate)
│ AgentManager → Agent Lifecycle │ 70% overlap (eliminate)
│ TaskScheduler → Task Execution │ 60% overlap (eliminate)
│ SessionManager → Session Mgmt │ 50% overlap (eliminate)
└─────────────────────────────────────────┘
TARGET: <5,000 lines (vs 15,000+ currently)
class SONAIntegration {
async initializeMode(mode: SONAMode): Promise<void> {
switch(mode) {
case 'real-time': // ~0.05ms adaptation
case 'balanced': // general purpose
case 'research': // deep exploration
case 'edge': // resource-constrained
case 'batch': // high-throughput
}
await this.agenticFlow.sona.setMode(mode);
}
}
class FlashAttentionIntegration {
async optimizeAttention(): Promise<AttentionResult> {
return this.agenticFlow.attention.flashAttention({
speedupTarget: '2.49x-7.47x',
memoryReduction: '50-75%',
mechanisms: ['multi-head', 'linear', 'local', 'global']
});
}
}
class AgentDBIntegration {
async setupCrossAgentMemory(): Promise<void> {
await this.agentdb.enableCrossAgentSharing({
indexType: 'HNSW',
speedupTarget: '150x-12500x',
dimensions: 1536
});
}
}
class MCPToolsIntegration {
async integrateBuiltinTools(): Promise<void> {
// Leverage 213 pre-built tools
const tools = await this.agenticFlow.mcp.getAvailableTools();
await this.registerClaudeFlowSpecificTools(tools);
// Use 19 hook types
const hookTypes = await this.agenticFlow.hooks.getTypes();
await this.configureClaudeFlowHooks(hookTypes);
}
}
import { Agent as AgenticFlowAgent } from 'agentic-flow@alpha';
export class ClaudeFlowAgent extends AgenticFlowAgent {
async handleClaudeFlowTask(task: ClaudeTask): Promise<TaskResult> {
return this.executeWithSONA(task);
}
// Backward compatibility
async legacyCompatibilityLayer(oldAPI: any): Promise<any> {
return this.adaptToNewAPI(oldAPI);
}
}
class SystemMigration {
async migrateSwarmCoordination(): Promise<void> {
// Replace SwarmCoordinator (800+ lines) with agentic-flow Swarm
const swarmConfig = await this.extractSwarmConfig();
await this.agenticFlow.swarm.initialize(swarmConfig);
}
async migrateAgentManagement(): Promise<void> {
// Replace AgentManager (1,736+ lines) with agentic-flow lifecycle
const agents = await this.extractActiveAgents();
for (const agent of agents) {
await this.agenticFlow.agent.create(agent);
}
}
async migrateTaskExecution(): Promise<void> {
// Replace TaskScheduler with agentic-flow task graph
const tasks = await this.extractTasks();
await this.agenticFlow.task.executeGraph(this.buildTaskGraph(tasks));
}
}
class CodeCleanup {
async removeDeprecatedCode(): Promise<void> {
// Remove massive duplicate implementations
await this.removeFile('src/core/SwarmCoordinator.ts'); // 800+ lines
await this.removeFile('src/agents/AgentManager.ts'); // 1,736+ lines
await this.removeFile('src/task/TaskScheduler.ts'); // 500+ lines
// Total reduction: 10,000+ → <5,000 lines
}
}
class RLIntegration {
algorithms = [
'PPO', 'DQN', 'A2C', 'MCTS', 'Q-Learning',
'SARSA', 'Actor-Critic', 'Decision-Transformer'
];
async optimizeAgentBehavior(): Promise<void> {
for (const algorithm of this.algorithms) {
await this.agenticFlow.rl.train(algorithm, {
episodes: 1000,
rewardFunction: this.claudeFlowRewardFunction
});
}
}
}
const attentionBenchmark = {
baseline: 'current attention mechanism',
target: '2.49x-7.47x improvement',
memoryReduction: '50-75%',
implementation: 'agentic-flow@alpha Flash Attention'
};
const searchBenchmark = {
baseline: 'linear search in current systems',
target: '150x-12,500x via HNSW indexing',
implementation: 'agentic-flow@alpha AgentDB'
};
class BackwardCompatibility {
// Phase 1: Dual operation
async enableDualOperation(): Promise<void> {
this.oldSystem.continue();
this.newSystem.initialize();
this.syncState(this.oldSystem, this.newSystem);
}
// Phase 2: Feature-by-feature migration
async migrateGradually(): Promise<void> {
const features = this.getAllFeatures();
for (const feature of features) {
await this.migrateFeature(feature);
await this.validateFeatureParity(feature);
}
}
// Phase 3: Complete transition
async completeTransition(): Promise<void> {
await this.validateFullParity();
await this.deprecateOldSystem();
}
}
v3-memory-unification - Memory system integrationv3-performance-optimization - Performance target validationv3-swarm-coordination - Swarm system migrationv3-security-overhaul - Secure integration patternsOptimizes claude-flow v3 MCP (Model Context Protocol) server implementation with advanced transport layer optimizations, connection pooling, load balancing, and comprehensive performance monitoring to achieve sub-100ms response times.
# Initialize MCP optimization analysis
Task("MCP architecture", "Analyze current MCP server performance and bottlenecks", "mcp-specialist")
# Optimization implementation (parallel)
Task("Connection pooling", "Implement MCP connection pooling and reuse", "mcp-specialist")
Task("Load balancing", "Add dynamic load balancing for MCP tools", "mcp-specialist")
Task("Transport optimization", "Optimize transport layer performance", "mcp-specialist")
Current MCP Issues:
├── Cold Start Latency: ~1.8s MCP server init
├── Connection Overhead: New connection per request
├── Tool Registry: Linear search O(n) for 213+ tools
├── Transport Layer: No connection reuse
└── Memory Usage: No cleanup of idle connections
Target Performance:
├── Startup Time: <400ms (4.5x improvement)
├── Tool Lookup: <5ms (O(1) hash table)
├── Connection Reuse: 90%+ connection pool hits
├── Response Time: <100ms p95
└── Memory Efficiency: 50% reduction
// src/core/mcp/mcp-server.ts
import { Server } from '@modelcontextprotocol/sdk/server/index.js';
import { StdioServerTransport } from '@modelcontextprotocol/sdk/server/stdio.js';
interface OptimizedMCPConfig {
// Connection pooling
maxConnections: number;
idleTimeoutMs: number;
connectionReuseEnabled: boolean;
// Tool registry
toolCacheEnabled: boolean;
toolIndexType: 'hash' | 'trie';
// Performance
requestTimeoutMs: number;
batchingEnabled: boolean;
compressionEnabled: boolean;
// Monitoring
metricsEnabled: boolean;
healthCheckIntervalMs: number;
}
export class OptimizedMCPServer {
private server: Server;
private connectionPool: ConnectionPool;
private toolRegistry: FastToolRegistry;
private loadBalancer: MCPLoadBalancer;
private metrics: MCPMetrics;
constructor(config: OptimizedMCPConfig) {
this.server = new Server({
name: 'claude-flow-v3',
version: '3.0.0'
}, {
capabilities: {
tools: { listChanged: true },
resources: { subscribe: true, listChanged: true },
prompts: { listChanged: true }
}
});
this.connectionPool = new ConnectionPool(config);
this.toolRegistry = new FastToolRegistry(config.toolIndexType);
this.loadBalancer = new MCPLoadBalancer();
this.metrics = new MCPMetrics(config.metricsEnabled);
}
async start(): Promise<void> {
// Pre-warm connection pool
await this.connectionPool.preWarm();
// Pre-build tool index
await this.toolRegistry.buildIndex();
// Setup request handlers with optimizations
this.setupOptimizedHandlers();
// Start health monitoring
this.startHealthMonitoring();
// Start server
const transport = new StdioServerTransport();
await this.server.connect(transport);
this.metrics.recordStartup();
}
}
// src/core/mcp/connection-pool.ts
interface PooledConnection {
id: string;
connection: MCPConnection;
lastUsed: number;
usageCount: number;
isHealthy: boolean;
}
export class ConnectionPool {
private pool: Map<string, PooledConnection> = new Map();
private readonly config: ConnectionPoolConfig;
private healthChecker: HealthChecker;
constructor(config: ConnectionPoolConfig) {
this.config = {
maxConnections: 50,
minConnections: 5,
idleTimeoutMs: 300000, // 5 minutes
maxUsageCount: 1000,
healthCheckIntervalMs: 30000,
...config
};
this.healthChecker = new HealthChecker(this.config.healthCheckIntervalMs);
}
async getConnection(endpoint: string): Promise<MCPConnection> {
const start = performance.now();
// Try to get from pool first
const pooled = this.findAvailableConnection(endpoint);
if (pooled) {
pooled.lastUsed = Date.now();
pooled.usageCount++;
this.recordMetric('pool_hit', performance.now() - start);
return pooled.connection;
}
// Check pool capacity
if (this.pool.size >= this.config.maxConnections) {
await this.evictLeastUsedConnection();
}
// Create new connection
const connection = await this.createConnection(endpoint);
const pooledConn: PooledConnection = {
id: this.generateConnectionId(),
connection,
lastUsed: Date.now(),
usageCount: 1,
isHealthy: true
};
this.pool.set(pooledConn.id, pooledConn);
this.recordMetric('pool_miss', performance.now() - start);
return connection;
}
async releaseConnection(connection: MCPConnection): Promise<void> {
// Mark connection as available for reuse
const pooled = this.findConnectionById(connection.id);
if (pooled) {
// Check if connection should be retired
if (pooled.usageCount >= this.config.maxUsageCount) {
await this.removeConnection(pooled.id);
}
}
}
async preWarm(): Promise<void> {
const connections: Promise<MCPConnection>[] = [];
for (let i = 0; i < this.config.minConnections; i++) {
connections.push(this.createConnection('default'));
}
await Promise.all(connections);
}
private async evictLeastUsedConnection(): Promise<void> {
let oldestConn: PooledConnection | null = null;
let oldestTime = Date.now();
for (const conn of this.pool.values()) {
if (conn.lastUsed < oldestTime) {
oldestTime = conn.lastUsed;
oldestConn = conn;
}
}
if (oldestConn) {
await this.removeConnection(oldestConn.id);
}
}
private findAvailableConnection(endpoint: string): PooledConnection | null {
for (const conn of this.pool.values()) {
if (conn.isHealthy &&
conn.connection.endpoint === endpoint &&
Date.now() - conn.lastUsed < this.config.idleTimeoutMs) {
return conn;
}
}
return null;
}
}
// src/core/mcp/fast-tool-registry.ts
interface ToolIndexEntry {
name: string;
handler: ToolHandler;
metadata: ToolMetadata;
usageCount: number;
avgLatencyMs: number;
}
export class FastToolRegistry {
private toolIndex: Map<string, ToolIndexEntry> = new Map();
private categoryIndex: Map<string, string[]> = new Map();
private fuzzyMatcher: FuzzyMatcher;
private cache: LRUCache<string, ToolIndexEntry>;
constructor(indexType: 'hash' | 'trie' = 'hash') {
this.fuzzyMatcher = new FuzzyMatcher();
this.cache = new LRUCache<string, ToolIndexEntry>(1000); // Cache 1000 most used tools
}
async buildIndex(): Promise<void> {
const start = performance.now();
// Load all available tools
const tools = await this.loadAllTools();
// Build hash index for O(1) lookup
for (const tool of tools) {
const entry: ToolIndexEntry = {
name: tool.name,
handler: tool.handler,
metadata: tool.metadata,
usageCount: 0,
avgLatencyMs: 0
};
this.toolIndex.set(tool.name, entry);
// Build category index
const category = tool.metadata.category || 'general';
if (!this.categoryIndex.has(category)) {
this.categoryIndex.set(category, []);
}
this.categoryIndex.get(category)!.push(tool.name);
}
// Build fuzzy search index
await this.fuzzyMatcher.buildIndex(tools.map(t => t.name));
console.log(`Tool index built in ${(performance.now() - start).toFixed(2)}ms for ${tools.length} tools`);
}
findTool(name: string): ToolIndexEntry | null {
// Try cache first
const cached = this.cache.get(name);
if (cached) return cached;
// Try exact match
const exact = this.toolIndex.get(name);
if (exact) {
this.cache.set(name, exact);
return exact;
}
// Try fuzzy match
const fuzzyMatches = this.fuzzyMatcher.search(name, 1);
if (fuzzyMatches.length > 0) {
const match = this.toolIndex.get(fuzzyMatches[0]);
if (match) {
this.cache.set(name, match);
return match;
}
}
return null;
}
findToolsByCategory(category: string): ToolIndexEntry[] {
const toolNames = this.categoryIndex.get(category) || [];
return toolNames
.map(name => this.toolIndex.get(name))
.filter(entry => entry !== undefined) as ToolIndexEntry[];
}
getMostUsedTools(limit: number = 10): ToolIndexEntry[] {
return Array.from(this.toolIndex.values())
.sort((a, b) => b.usageCount - a.usageCount)
.slice(0, limit);
}
recordToolUsage(toolName: string, latencyMs: number): void {
const entry = this.toolIndex.get(toolName);
if (entry) {
entry.usageCount++;
// Moving average for latency
entry.avgLatencyMs = (entry.avgLatencyMs + latencyMs) / 2;
}
}
}
// src/core/mcp/load-balancer.ts
interface ServerInstance {
id: string;
endpoint: string;
load: number;
responseTime: number;
isHealthy: boolean;
maxConnections: number;
currentConnections: number;
}
export class MCPLoadBalancer {
private servers: Map<string, ServerInstance> = new Map();
private routingStrategy: RoutingStrategy = 'least-connections';
addServer(server: ServerInstance): void {
this.servers.set(server.id, server);
}
selectServer(toolCategory?: string): ServerInstance | null {
const healthyServers = Array.from(this.servers.values())
.filter(server => server.isHealthy);
if (healthyServers.length === 0) return null;
switch (this.routingStrategy) {
case 'round-robin':
return this.roundRobinSelection(healthyServers);
case 'least-connections':
return this.leastConnectionsSelection(healthyServers);
case 'response-time':
return this.responseTimeSelection(healthyServers);
case 'weighted':
return this.weightedSelection(healthyServers, toolCategory);
default:
return healthyServers[0];
}
}
private leastConnectionsSelection(servers: ServerInstance[]): ServerInstance {
return servers.reduce((least, current) =>
current.currentConnections < least.currentConnections ? current : least
);
}
private responseTimeSelection(servers: ServerInstance[]): ServerInstance {
return servers.reduce((fastest, current) =>
current.responseTime < fastest.responseTime ? current : fastest
);
}
private weightedSelection(servers: ServerInstance[], category?: string): ServerInstance {
// Prefer servers with lower load and better response time
const scored = servers.map(server => ({
server,
score: this.calculateServerScore(server, category)
}));
scored.sort((a, b) => b.score - a.score);
return scored[0].server;
}
private calculateServerScore(server: ServerInstance, category?: string): number {
const loadFactor = 1 - (server.currentConnections / server.maxConnections);
const responseFactor = 1 / (server.responseTime + 1);
const categoryBonus = this.getCategoryBonus(server, category);
return loadFactor * 0.4 + responseFactor * 0.4 + categoryBonus * 0.2;
}
updateServerMetrics(serverId: string, metrics: Partial<ServerInstance>): void {
const server = this.servers.get(serverId);
if (server) {
Object.assign(server, metrics);
}
}
}
// src/core/mcp/optimized-transport.ts
export class OptimizedTransport {
private compression: boolean = true;
private batching: boolean = true;
private batchBuffer: MCPMessage[] = [];
private batchTimeout: NodeJS.Timeout | null = null;
constructor(private config: TransportConfig) {}
async send(message: MCPMessage): Promise<void> {
if (this.batching && this.canBatch(message)) {
this.addToBatch(message);
return;
}
await this.sendImmediate(message);
}
private async sendImmediate(message: MCPMessage): Promise<void> {
const start = performance.now();
// Compress if enabled
const payload = this.compression
? await this.compress(message)
: message;
// Send through transport
await this.transport.send(payload);
// Record metrics
this.recordLatency(performance.now() - start);
}
private addToBatch(message: MCPMessage): void {
this.batchBuffer.push(message);
// Start batch timeout if not already running
if (!this.batchTimeout) {
this.batchTimeout = setTimeout(
() => this.flushBatch(),
this.config.batchTimeoutMs || 10
);
}
// Flush if batch is full
if (this.batchBuffer.length >= this.config.maxBatchSize) {
this.flushBatch();
}
}
private async flushBatch(): Promise<void> {
if (this.batchBuffer.length === 0) return;
const batch = this.batchBuffer.splice(0);
this.batchTimeout = null;
// Send as single batched message
await this.sendImmediate({