Agent System Overview

​

Introduction

​

Architecture Overview

​

Agent Hierarchy

​

Core Components

​

1. Agent Factory

interface AgentFactory {
  createAgent(type: AgentType, config: AgentConfig): Agent;
  getAgent(id: string): Agent;
  listAgents(): Agent[];
  destroyAgent(id: string): void;
}

• Dynamic Creation: Instantiate agents on-demand
• Lifecycle Management: Handle agent initialization and cleanup
• Resource Pooling: Reuse agents for efficiency
• Configuration: Customize agent behavior per instance

​

2. Agent Orchestrator

interface AgentOrchestrator {
  orchestrate(task: Task): Promise<Result>;
  coordinateAgents(agents: Agent[]): void;
  handleConflicts(conflicts: Conflict[]): Resolution;
  optimizeExecution(plan: ExecutionPlan): OptimizedPlan;
}

• Task Decomposition: Break complex tasks into subtasks
• Agent Selection: Choose optimal agents for each subtask
• Parallel Execution: Run independent tasks concurrently
• Conflict Resolution: Handle competing agent actions
• Progress Tracking: Monitor and report execution status

​

3. Tool Registry

interface ToolRegistry {
  registerTool(tool: Tool): void;
  getTool(name: string): Tool;
  getToolsForAgent(agent: Agent): Tool[];
  validateToolAccess(agent: Agent, tool: Tool): boolean;
}

• 40+ Built-in Tools: File ops, Git, search, Web3, etc.
• Security Levels: safe, confirmed, dangerous
• Access Control: Tool permissions per agent type
• Context Awareness: Tools understand project context

​

4. Context Manager

interface ContextManager {
  getProjectContext(): ProjectContext;
  getFileContext(path: string): FileContext;
  searchSemantic(query: string): SearchResults;
  updateContext(changes: Change[]): void;
}

• Project Structure: File tree, dependencies, architecture
• Code Understanding: Semantic search via RAG
• Framework Detection: React, Vue, Express, etc.
• Coding Patterns: Project conventions and styles
• Historical Context: Previous changes and decisions

​

5. Streaming Provider

interface StreamingProvider {
  streamMessage(message: StreamMessage): void;
  handleToolCall(toolCall: ToolCall): void;
  updateProgress(progress: Progress): void;
  streamComplete(): void;
}

• Real-time Updates: Stream agent thoughts and actions
• Progress Tracking: Visual indicators for long tasks
• Interactive Prompts: Request user input during execution
• Error Handling: Graceful failure recovery

​

Agent Capabilities

​

Universal Agent (64+ Capabilities)

​

Specialized Agents

​

Execution Modes

​

Interactive Mode (Default)

/agent universal-agent "create authentication system"

1. Agent analyzes task
2. Generates execution plan
3. Requests approval from user
4. Executes approved plan
5. Reports results

• Learning how agents work
• Critical or sensitive tasks
• When you want control
• Exploratory development

​

Autonomous Mode

/auto "create authentication system"

1. Agent analyzes task
2. Generates execution plan
3. Executes immediately (no approval)
4. Reports results

• Trusted, routine tasks
• When you’re confident in the request
• Batch operations
• CI/CD automation

​

Planning Mode

/plan "create authentication system"

1. Agent generates detailed plan
2. User reviews and edits plan
3. User approves modified plan
4. Agents execute plan step-by-step
5. User approves each critical step

• Complex multi-phase projects
• When you want fine-grained control
• Learning and education
• High-stakes changes

​

Agent Communication

interface AgentEvent {
  type: 'task-complete' | 'task-failed' | 'help-needed' | 'conflict';
  source: Agent;
  data: any;
  timestamp: number;
}

class EventBus {
  subscribe(event: string, handler: (event: AgentEvent) => void): void;
  publish(event: AgentEvent): void;
  unsubscribe(event: string, handler: Function): void;
}

• Task Handoff: One agent completes task, hands off to another
• Help Requests: Agent requests assistance from specialist
• Conflict Resolution: Agents negotiate conflicting changes
• Status Updates: Agents broadcast progress

​

Agent State Management

interface AgentState {
  id: string;
  type: AgentType;
  status: 'idle' | 'analyzing' | 'planning' | 'executing' | 'waiting' | 'error';
  currentTask?: Task;
  progress?: Progress;
  context: AgentContext;
  history: Action[];
}

• Idle: Agent available for tasks
• Analyzing: Understanding the task
• Planning: Creating execution plan
• Executing: Performing actions
• Waiting: Awaiting user input
• Error: Encountered failure

​

Performance & Optimization

​

Security Model

​

Tool Security Levels

​

Access Control

interface AgentPermissions {
  allowedTools: string[];
  allowedPaths: string[];
  deniedPaths: string[];
  maxFileSize: number;
  requireApproval: boolean;
  canExecuteCommands: boolean;
}

​

Monitoring & Observability

# View agent statistics
/agent-stats

# Monitor active agents
/agent-list --active

# View agent history
/agent-history universal-agent

# Export agent metrics
/agent-metrics --format json

​

Next Steps