SPARC Graph Architecture - API Reference

Overview

This document provides comprehensive API reference for the SPARC Graph Architecture, including interfaces, classes, methods, and data structures used in the AI-assisted workflow orchestration system.

🏗️ Core Interfaces

WorkflowState Interface

interface WorkflowState {
  // Core workflow information
  issueId: string;
  currentMode: 'design' | 'build' | 'debug';
  currentPhase: string;
  progress: number;

  // Issue context
  issueTitle: string;
  issueDescription: string;

  // Generated artifacts
  artifacts: ArtifactMap;

  // AI context
  aiContext: AIContext;

  // Memory and context
  memory: MemoryContext;

  // Workflow metadata
  metadata: WorkflowMetadata;

  // Timestamps
  createdAt: Date;
  updatedAt: Date;
}

interface ArtifactMap {
  requirements?: string;
  guidelines?: string;
  pseudocode?: string;
  architecture?: string;
  implementation?: string;
  tests?: string;
  notes?: string;
}

interface AIContext {
  currentAgent: string;
  agentHistory: AgentAction[];
  toolCalls: ToolCall[];
  decisions: Decision[];
}

interface MemoryContext {
  chatHistory: ChatMessage[];
  context: ContextData;
  retrievedContext: RetrievedContext[];
}

interface WorkflowMetadata {
  transitions: Transition[];
  errors: Error[];
  performance: PerformanceMetrics;
}

GraphNode Interface

interface GraphNode {
  id: string;
  type: 'mode' | 'phase' | 'agent' | 'tool';
  status: 'active' | 'completed' | 'pending' | 'blocked';
  data: NodeData;
  edges: Edge[];
  metadata: NodeMetadata;
}

interface NodeData {
  // Mode node data
  mode?: 'design' | 'build' | 'debug';
  currentPhase?: string;
  progress?: number;

  // Phase node data
  phase?: 'specification' | 'pseudocode' | 'architecture' | 'refinement' | 'completion';
  input?: string;
  output?: string;

  // Agent node data
  agentType?: 'design' | 'build' | 'debug' | 'orchestration';
  role?: string;
  capabilities?: string[];

  // Tool node data
  toolName?: string;
  toolType?: 'built-in' | 'mcp' | 'external' | 'custom';
  parameters?: ParameterSchema;
}

interface Edge {
  id: string;
  from: string;
  to: string;
  type: 'transition' | 'tool_invocation' | 'context_flow';
  condition?: TransitionCondition;
  weight: number;
  metadata: EdgeMetadata;
}

🤖 AI Agent Classes

BaseAgent Class

abstract class BaseAgent {
  protected id: string;
  protected type: AgentType;
  protected capabilities: string[];
  protected tools: ToolRegistry;
  protected context: ContextManager;

  constructor(
    id: string,
    type: AgentType,
    capabilities: string[],
    tools: ToolRegistry,
    context: ContextManager
  ) {
    this.id = id;
    this.type = type;
    this.capabilities = capabilities;
    this.tools = tools;
    this.context = context;
  }

  abstract execute(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult>;

  protected validateInput(input: string): boolean {
    // Input validation logic
  }

  protected logAction(action: AgentAction): void {
    // Action logging logic
  }
}

type AgentType = 'design' | 'build' | 'debug' | 'orchestration';

DesignAgent Class

class DesignAgent extends BaseAgent {
  constructor(tools: ToolRegistry, context: ContextManager) {
    super(
      'design-agent',
      'design',
      [
        'requirements_analysis',
        'architecture_design',
        'specification_generation',
        'pseudocode_creation'
      ],
      tools,
      context
    );
  }

  async execute(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    const phase = this.determinePhase(context);

    switch (phase) {
      case 'specification':
        return await this.processSpecification(input, context, tools);
      case 'pseudocode':
        return await this.processPseudocode(input, context, tools);
      case 'architecture':
        return await this.processArchitecture(input, context, tools);
      case 'refinement':
        return await this.processRefinement(input, context, tools);
      case 'completion':
        return await this.processCompletion(input, context, tools);
      default:
        throw new Error(`Unknown phase: ${phase}`);
    }
  }

  private async processSpecification(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for specification phase
  }

  private async processPseudocode(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for pseudocode phase
  }

  private async processArchitecture(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for architecture phase
  }

  private async processRefinement(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for refinement phase
  }

  private async processCompletion(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for completion phase
  }

  private determinePhase(context: WorkflowContext): string {
    // Phase determination logic
  }
}

BuildAgent Class

class BuildAgent extends BaseAgent {
  constructor(tools: ToolRegistry, context: ContextManager) {
    super(
      'build-agent',
      'build',
      [
        'code_generation',
        'test_creation',
        'documentation_generation',
        'configuration_creation'
      ],
      tools,
      context
    );
  }

  async execute(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    const phase = this.determinePhase(context);

    switch (phase) {
      case 'implementation':
        return await this.processImplementation(input, context, tools);
      case 'testing':
        return await this.processTesting(input, context, tools);
      case 'documentation':
        return await this.processDocumentation(input, context, tools);
      case 'configuration':
        return await this.processConfiguration(input, context, tools);
      default:
        throw new Error(`Unknown phase: ${phase}`);
    }
  }

  private async processImplementation(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for code generation
  }

  private async processTesting(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for test creation
  }

  private async processDocumentation(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for documentation generation
  }

  private async processConfiguration(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for configuration creation
  }
}

DebugAgent Class

class DebugAgent extends BaseAgent {
  constructor(tools: ToolRegistry, context: ContextManager) {
    super(
      'debug-agent',
      'debug',
      [
        'code_analysis',
        'issue_detection',
        'fix_generation',
        'performance_optimization'
      ],
      tools,
      context
    );
  }

  async execute(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    const phase = this.determinePhase(context);

    switch (phase) {
      case 'analysis':
        return await this.processAnalysis(input, context, tools);
      case 'issue_detection':
        return await this.processIssueDetection(input, context, tools);
      case 'fix_generation':
        return await this.processFixGeneration(input, context, tools);
      case 'optimization':
        return await this.processOptimization(input, context, tools);
      default:
        throw new Error(`Unknown phase: ${phase}`);
    }
  }

  private async processAnalysis(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for code analysis
  }

  private async processIssueDetection(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for issue detection
  }

  private async processFixGeneration(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for fix generation
  }

  private async processOptimization(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for performance optimization
  }
}

OrchestrationAgent Class

class OrchestrationAgent extends BaseAgent {
  constructor(tools: ToolRegistry, context: ContextManager) {
    super(
      'orchestration-agent',
      'orchestration',
      [
        'workflow_coordination',
        'state_management',
        'decision_making',
        'conflict_resolution'
      ],
      tools,
      context
    );
  }

  async execute(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    const action = this.determineAction(input, context);

    switch (action) {
      case 'coordinate_workflow':
        return await this.coordinateWorkflow(input, context, tools);
      case 'manage_transitions':
        return await this.manageTransitions(input, context, tools);
      case 'resolve_conflicts':
        return await this.resolveConflicts(input, context, tools);
      case 'optimize_workflow':
        return await this.optimizeWorkflow(input, context, tools);
      default:
        throw new Error(`Unknown action: ${action}`);
    }
  }

  private async coordinateWorkflow(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for workflow coordination
  }

  private async manageTransitions(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for transition management
  }

  private async resolveConflicts(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for conflict resolution
  }

  private async optimizeWorkflow(
    input: string,
    context: WorkflowContext,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Implementation for workflow optimization
  }
}

🔧 Tool Integration Classes

ToolRegistry Class

class ToolRegistry {
  private tools: Map<string, Tool>;
  private mcpServers: Map<string, MCPServer>;
  private externalAPIs: Map<string, ExternalAPI>;

  constructor() {
    this.tools = new Map();
    this.mcpServers = new Map();
    this.externalAPIs = new Map();
  }

  registerTool(tool: Tool): void {
    this.tools.set(tool.name, tool);
  }

  registerMCPServer(server: MCPServer): void {
    this.mcpServers.set(server.name, server);
  }

  registerExternalAPI(api: ExternalAPI): void {
    this.externalAPIs.set(api.name, api);
  }

  getTool(name: string): Tool | undefined {
    return this.tools.get(name);
  }

  getMCPServer(name: string): MCPServer | undefined {
    return this.mcpServers.get(name);
  }

  getExternalAPI(name: string): ExternalAPI | undefined {
    return this.externalAPIs.get(name);
  }

  async invokeTool(
    name: string,
    parameters: ToolParameters,
    context: ToolContext
  ): Promise<ToolResult> {
    const tool = this.getTool(name);
    if (!tool) {
      throw new Error(`Tool ${name} not found`);
    }

    return await tool.execute(parameters, context);
  }

  async invokeMCPServer(
    serverName: string,
    toolName: string,
    parameters: ToolParameters,
    context: ToolContext
  ): Promise<ToolResult> {
    const server = this.getMCPServer(serverName);
    if (!server) {
      throw new Error(`MCP server ${serverName} not found`);
    }

    return await server.invokeTool(toolName, parameters, context);
  }

  async invokeExternalAPI(
    apiName: string,
    endpoint: string,
    parameters: ToolParameters,
    context: ToolContext
  ): Promise<ToolResult> {
    const api = this.getExternalAPI(apiName);
    if (!api) {
      throw new Error(`External API ${apiName} not found`);
    }

    return await api.invokeEndpoint(endpoint, parameters, context);
  }
}

Tool Interface

interface Tool {
  name: string;
  description: string;
  category: ToolCategory;
  parameters: ParameterSchema;
  capabilities: string[];

  execute(
    parameters: ToolParameters,
    context: ToolContext
  ): Promise<ToolResult>;

  validateParameters(parameters: ToolParameters): boolean;
  getCapabilities(): string[];
}

type ToolCategory = 'filesystem' | 'terminal' | 'git' | 'analysis' | 'mcp' | 'external' | 'custom';

interface ParameterSchema {
  [key: string]: {
    type: 'string' | 'number' | 'boolean' | 'array' | 'object';
    required?: boolean;
    default?: any;
    enum?: any[];
    description?: string;
  };
}

interface ToolParameters {
  [key: string]: any;
}

interface ToolContext {
  agentId: string;
  sessionId: string;
  issueId: string;
  workspaceRoot: string;
  permissions: string[];
}

interface ToolResult {
  success: boolean;
  data?: any;
  error?: string;
  metadata?: ToolMetadata;
}

interface ToolMetadata {
  executionTime: number;
  resourceUsage: ResourceUsage;
  timestamp: Date;
}

MCPServer Class

class MCPServer {
  name: string;
  serverUrl: string;
  serverType: 'http' | 'websocket' | 'stdio';
  authentication: AuthConfig;
  tools: MCPTool[];

  constructor(
    name: string,
    serverUrl: string,
    serverType: 'http' | 'websocket' | 'stdio',
    authentication: AuthConfig,
    tools: MCPTool[]
  ) {
    this.name = name;
    this.serverUrl = serverUrl;
    this.serverType = serverType;
    this.authentication = authentication;
    this.tools = tools;
  }

  async invokeTool(
    toolName: string,
    parameters: ToolParameters,
    context: ToolContext
  ): Promise<ToolResult> {
    const tool = this.tools.find(t => t.name === toolName);
    if (!tool) {
      throw new Error(`Tool ${toolName} not found in MCP server ${this.name}`);
    }

    // Implementation for MCP server communication
    return await this.communicateWithServer(tool, parameters, context);
  }

  private async communicateWithServer(
    tool: MCPTool,
    parameters: ToolParameters,
    context: ToolContext
  ): Promise<ToolResult> {
    // Implementation for server communication
  }
}

interface MCPTool {
  name: string;
  description: string;
  parameters: ParameterSchema;
  capabilities: string[];
}

interface AuthConfig {
  type: 'token' | 'api_key' | 'oauth' | 'none';
  token?: string;
  key?: string;
  secret?: string;
  scopes?: string[];
}

📊 LangGraph Integration Classes

LangGraphWorkflow Class

class LangGraphWorkflow {
  private state: WorkflowState;
  private nodes: Map<string, GraphNode>;
  private edges: Map<string, Edge>;
  private agentRegistry: AgentRegistry;
  private toolRegistry: ToolRegistry;
  private contextManager: ContextManager;

  constructor(
    agentRegistry: AgentRegistry,
    toolRegistry: ToolRegistry,
    contextManager: ContextManager
  ) {
    this.agentRegistry = agentRegistry;
    this.toolRegistry = toolRegistry;
    this.contextManager = contextManager;
    this.nodes = new Map();
    this.edges = new Map();
  }

  async executeWorkflow(input: WorkflowInput): Promise<WorkflowOutput> {
    // Initialize state
    this.state = await this.initializeState(input);

    // Execute graph traversal
    while (!this.isComplete()) {
      const currentNode = this.getCurrentNode();
      const nextNode = await this.executeNode(currentNode);
      await this.transitionTo(nextNode);
    }

    return this.generateOutput();
  }

  private async initializeState(input: WorkflowInput): Promise<WorkflowState> {
    // State initialization logic
  }

  private async executeNode(node: GraphNode): Promise<GraphNode> {
    // Get appropriate agent
    const agent = this.agentRegistry.getAgent(node.data.agentType!);

    // Execute agent with tools
    const result = await agent.execute(
      node.data.input || '',
      this.state,
      this.toolRegistry
    );

    // Update state
    await this.updateState(result);

    // Determine next node
    return this.determineNextNode(node, result);
  }

  private async updateState(result: AgentResult): Promise<void> {
    // State update logic
  }

  private async transitionTo(nextNode: GraphNode): Promise<void> {
    // Transition logic
  }

  private isComplete(): boolean {
    // Completion check logic
  }

  private getCurrentNode(): GraphNode {
    // Current node retrieval logic
  }

  private determineNextNode(
    currentNode: GraphNode,
    result: AgentResult
  ): GraphNode {
    // Next node determination logic
  }

  private generateOutput(): WorkflowOutput {
    // Output generation logic
  }
}

AgentRegistry Class

class AgentRegistry {
  private agents: Map<AgentType, BaseAgent>;

  constructor() {
    this.agents = new Map();
  }

  registerAgent(agent: BaseAgent): void {
    this.agents.set(agent.type, agent);
  }

  getAgent(type: AgentType): BaseAgent {
    const agent = this.agents.get(type);
    if (!agent) {
      throw new Error(`Agent of type ${type} not found`);
    }
    return agent;
  }

  getAllAgents(): BaseAgent[] {
    return Array.from(this.agents.values());
  }

  hasAgent(type: AgentType): boolean {
    return this.agents.has(type);
  }
}

ContextManager Class

class ContextManager {
  private context: Map<string, ContextData>;
  private memory: MemoryManager;
  private vectorStore: VectorStore;

  constructor(memory: MemoryManager, vectorStore: VectorStore) {
    this.context = new Map();
    this.memory = memory;
    this.vectorStore = vectorStore;
  }

  async enrichContext(context: WorkflowContext): Promise<EnrichedContext> {
    // Context enrichment logic
  }

  async updateContext(result: AgentResult): Promise<void> {
    // Context update logic
  }

  async retrieveContext(query: string, limit: number = 10): Promise<RetrievedContext[]> {
    // Context retrieval logic
  }

  async storeContext(context: ContextData): Promise<void> {
    // Context storage logic
  }

  async getContext(key: string): Promise<ContextData | undefined> {
    return this.context.get(key);
  }

  async setContext(key: string, data: ContextData): Promise<void> {
    this.context.set(key, data);
  }
}

🔄 Workflow Execution Classes

WorkflowExecutor Class

class WorkflowExecutor {
  private langGraphWorkflow: LangGraphWorkflow;
  private agentRegistry: AgentRegistry;
  private toolRegistry: ToolRegistry;
  private contextManager: ContextManager;
  private persistenceLayer: PersistenceLayer;

  constructor(
    agentRegistry: AgentRegistry,
    toolRegistry: ToolRegistry,
    contextManager: ContextManager,
    persistenceLayer: PersistenceLayer
  ) {
    this.agentRegistry = agentRegistry;
    this.toolRegistry = toolRegistry;
    this.contextManager = contextManager;
    this.persistenceLayer = persistenceLayer;
    this.langGraphWorkflow = new LangGraphWorkflow(
      agentRegistry,
      toolRegistry,
      contextManager
    );
  }

  async executeWorkflow(
    issueId: string,
    mode: WorkflowMode,
    userInput: string
  ): Promise<WorkflowResult> {
    try {
      // Load or create workflow state
      const state = await this.loadOrCreateState(issueId, mode);

      // Prepare workflow input
      const input: WorkflowInput = {
        issueId,
        mode,
        userInput,
        state
      };

      // Execute workflow
      const output = await this.langGraphWorkflow.executeWorkflow(input);

      // Persist results
      await this.persistenceLayer.saveWorkflowState(output.state);
      await this.persistenceLayer.saveArtifacts(output.artifacts);

      return output;
    } catch (error) {
      console.error('Workflow execution error:', error);
      throw error;
    }
  }

  private async loadOrCreateState(
    issueId: string,
    mode: WorkflowMode
  ): Promise<WorkflowState> {
    // State loading/creation logic
  }
}

AgentCoordinator Class

class AgentCoordinator {
  private agentRegistry: AgentRegistry;
  private toolRegistry: ToolRegistry;
  private contextManager: ContextManager;

  constructor(
    agentRegistry: AgentRegistry,
    toolRegistry: ToolRegistry,
    contextManager: ContextManager
  ) {
    this.agentRegistry = agentRegistry;
    this.toolRegistry = toolRegistry;
    this.contextManager = contextManager;
  }

  async coordinateWorkflow(
    mode: WorkflowMode,
    phase: WorkflowPhase,
    input: string,
    context: WorkflowContext
  ): Promise<AgentResult> {
    // Select appropriate agent
    const agent = this.selectAgent(mode, phase);

    // Prepare context
    const enrichedContext = await this.contextManager.enrichContext(context);

    // Execute agent with tools
    const result = await agent.execute(input, enrichedContext, this.toolRegistry);

    // Update workflow state
    await this.updateWorkflowState(result);

    // Determine next steps
    const nextSteps = await this.determineNextSteps(result);

    return {
      result,
      nextSteps,
      updatedState: this.getCurrentState()
    };
  }

  private selectAgent(mode: WorkflowMode, phase: WorkflowPhase): BaseAgent {
    // Agent selection logic
  }

  private async updateWorkflowState(result: AgentResult): Promise<void> {
    // Workflow state update logic
  }

  private async determineNextSteps(result: AgentResult): Promise<NextSteps> {
    // Next steps determination logic
  }

  private getCurrentState(): WorkflowState {
    // Current state retrieval logic
  }
}

📈 Performance and Monitoring Classes

PerformanceMonitor Class

class PerformanceMonitor {
  private metrics: Map<string, PerformanceMetrics>;
  private alerts: AlertManager;

  constructor(alertManager: AlertManager) {
    this.metrics = new Map();
    this.alerts = alertManager;
  }

  async collectMetrics(workflowId: string): Promise<WorkflowMetrics> {
    // Metrics collection logic
  }

  async monitorExecution(
    workflowId: string,
    execution: WorkflowExecution
  ): Promise<void> {
    // Execution monitoring logic
  }

  async generateReport(workflowId: string): Promise<PerformanceReport> {
    // Report generation logic
  }

  async setAlert(
    workflowId: string,
    condition: AlertCondition,
    callback: AlertCallback
  ): Promise<void> {
    // Alert setup logic
  }
}

interface PerformanceMetrics {
  executionTime: number;
  nodeExecutionTimes: Map<string, number>;
  toolUsageCounts: Map<string, number>;
  errorRates: Map<string, number>;
  successRate: number;
  resourceUsage: ResourceUsage;
  userSatisfaction: number;
}

interface ResourceUsage {
  memory: number;
  cpu: number;
  storage: number;
  network: number;
}

WorkflowOptimizer Class

class WorkflowOptimizer {
  private performanceMonitor: PerformanceMonitor;
  private cache: NodeCache;
  private parallelExecutor: ParallelExecutor;

  constructor(
    performanceMonitor: PerformanceMonitor,
    cache: NodeCache,
    parallelExecutor: ParallelExecutor
  ) {
    this.performanceMonitor = performanceMonitor;
    this.cache = cache;
    this.parallelExecutor = parallelExecutor;
  }

  async optimizeWorkflow(
    workflow: LangGraphWorkflow,
    metrics: WorkflowMetrics
  ): Promise<OptimizationResult> {
    // Workflow optimization logic
  }

  async optimizeNodeExecution(node: GraphNode): Promise<OptimizationResult> {
    // Node execution optimization logic
  }

  async optimizeToolUsage(tool: Tool): Promise<OptimizationResult> {
    // Tool usage optimization logic
  }

  async optimizeResourceUsage(
    workflow: LangGraphWorkflow
  ): Promise<OptimizationResult> {
    // Resource usage optimization logic
  }
}

interface OptimizationResult {
  optimized: boolean;
  improvements: Improvement[];
  metrics: PerformanceMetrics;
  recommendations: Recommendation[];
}

interface Improvement {
  type: 'performance' | 'resource' | 'cost' | 'quality';
  description: string;
  impact: number;
  effort: number;
}

interface Recommendation {
  type: 'configuration' | 'architecture' | 'tool' | 'process';
  description: string;
  priority: 'high' | 'medium' | 'low';
  implementation: string;
}

🔒 Security Classes

SecurityManager Class

class SecurityManager {
  private authentication: AuthenticationManager;
  private authorization: AuthorizationManager;
  private encryption: EncryptionManager;
  private audit: AuditManager;

  constructor(
    authentication: AuthenticationManager,
    authorization: AuthorizationManager,
    encryption: EncryptionManager,
    audit: AuditManager
  ) {
    this.authentication = authentication;
    this.authorization = authorization;
    this.encryption = encryption;
    this.audit = audit;
  }

  async authenticateUser(credentials: UserCredentials): Promise<AuthResult> {
    // User authentication logic
  }

  async authorizeAction(
    userId: string,
    action: string,
    resource: string
  ): Promise<boolean> {
    // Action authorization logic
  }

  async encryptData(data: any): Promise<EncryptedData> {
    // Data encryption logic
  }

  async decryptData(encryptedData: EncryptedData): Promise<any> {
    // Data decryption logic
  }

  async logAction(action: SecurityAction): Promise<void> {
    // Action logging logic
  }
}

interface UserCredentials {
  username: string;
  password: string;
  token?: string;
}

interface AuthResult {
  success: boolean;
  token?: string;
  permissions: string[];
  expiresAt?: Date;
}

interface SecurityAction {
  userId: string;
  action: string;
  resource: string;
  timestamp: Date;
  result: 'success' | 'failure';
  details?: string;
}

AgentSandbox Class

class AgentSandbox {
  private isolation: IsolationManager;
  private resourceLimits: ResourceLimits;
  private monitoring: SandboxMonitor;

  constructor(
    isolation: IsolationManager,
    resourceLimits: ResourceLimits,
    monitoring: SandboxMonitor
  ) {
    this.isolation = isolation;
    this.resourceLimits = resourceLimits;
    this.monitoring = monitoring;
  }

  async create(): Promise<SandboxEnvironment> {
    // Sandbox creation logic
  }

  async execute(
    agent: BaseAgent,
    input: string,
    tools: ToolRegistry
  ): Promise<AgentResult> {
    // Sandbox execution logic
  }

  async destroy(): Promise<void> {
    // Sandbox cleanup logic
  }

  async monitor(): Promise<SandboxMetrics> {
    // Sandbox monitoring logic
  }
}

interface SandboxEnvironment {
  id: string;
  resources: ResourceLimits;
  isolation: IsolationConfig;
  monitoring: MonitoringConfig;
}

interface ResourceLimits {
  memory: number;
  cpu: number;
  storage: number;
  network: number;
  executionTime: number;
}

interface IsolationConfig {
  filesystem: boolean;
  network: boolean;
  process: boolean;
  system: boolean;
}

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This comprehensive API reference provides detailed interfaces, classes, and methods for implementing the SPARC Graph Architecture with AI-assisted workflow orchestration, LangGraph integration, and MCP server support.