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Agents coordinate via the blackboard pattern, make decisions captured in StateCapsules, and handoff context between stages.\n\n## Features\n\n- **Agent Base Class**: Abstract base class for implementing custom agents\n- **Blackboard Pattern**: Shared state coordination for multi-agent systems\n- **Workflow Orchestration**: Sequential workflow execution with handoffs\n- **Handoff Protocol**: Structured agent-to-agent context transfer\n- **Type Safety**: Full TypeScript support with frozen contracts\n\n## Installation\n\n```bash\nnpm install @mdp-framework/agents\n```\n\n## Quick Start\n\n```typescript\nimport {\n  BaseAgent,\n  SequentialAgentWorkflow,\n  type AgentResult,\n  type StateCapsule,\n} from '@mdp-framework/agents';\n\n// 1. Define a custom agent\nclass PMAgent extends BaseAgent {\n  constructor() {\n    super('product-manager', 'pm');\n  }\n\n  protected async executeImpl(capsule: StateCapsule): Promise<Omit<AgentResult, 'agent' | 'execution_time_ms'>> {\n    // Analyze requirements\n    return {\n      decisions: [\n        {\n          question: 'What is the feature scope?',\n          answer: 'Medium complexity feature',\n          reasoning: 'Based on requirements analysis',\n          confidence: 0.85,\n        },\n      ],\n      artifacts: [\n        {\n          uri: 'artifact://pm/requirements.md',\n          type: 'document',\n          description: 'Requirements document',\n        },\n      ],\n      can_handoff: true,\n      next_agent: 'architect',\n    };\n  }\n\n  protected getNextAgentRole(): string | null {\n    return 'architect';\n  }\n}\n\n// 2. Create workflow\nconst workflow = new SequentialAgentWorkflow();\n\n// 3. Add agents\nconst pmAgent = new PMAgent();\nconst architectAgent = new ArchitectAgent();\nconst engineerAgent = new EngineerAgent();\n\nworkflow.addAgent(pmAgent);\nworkflow.addAgent(architectAgent);\nworkflow.addAgent(engineerAgent);\n\n// 4. Execute workflow\nconst capsule: StateCapsule = {\n  id: 'capsule://proj/team/feature/auth-123',\n  kind: 'feature',\n  version: 1,\n  created_at: new Date().toISOString(),\n  decisions: [],\n  evidence: [],\n  policy_ids: [],\n  metadata: {},\n};\n\nconst result = await workflow.execute(capsule);\n\nconsole.log('Workflow status:', result.status);\nconsole.log('Agents invoked:', result.agents_invoked);\nconsole.log('Total decisions:', result.final_decisions.length);\nconsole.log('Handoffs:', result.handoffs.length);\n```\n\n## Core Concepts\n\n### Agent\n\nAn agent is an autonomous unit that:\n- Executes logic based on a StateCapsule\n- Makes decisions and produces artifacts\n- Can hand off to the next agent in the workflow\n\n**Interface (FROZEN)**:\n```typescript\ninterface Agent {\n  readonly name: string;\n  readonly role: 'pm' | 'architect' | 'engineer' | 'designer';\n  execute(capsule: StateCapsule): Promise<AgentResult>;\n  canHandoffTo(agent: Agent): boolean;\n  prepareHandoff(capsule: StateCapsule, result: AgentResult): Promise<AgentHandoff>;\n}\n```\n\n### Blackboard\n\nShared state coordination mechanism where agents:\n- Write decisions and artifacts\n- Read context from previous agents\n- Maintain isolation (agents don't see their own data in context)\n\n```typescript\nimport { InMemoryBlackboard } from '@mdp-framework/agents';\n\nconst blackboard = new InMemoryBlackboard();\n\n// Write decision\nblackboard.writeDecision('pm-agent', {\n  question: 'What is the scope?',\n  answer: 'Medium',\n  confidence: 0.8,\n});\n\n// Read all decisions\nconst decisions = blackboard.readDecisions();\n\n// Get context for agent\nconst context = blackboard.getContextFor(agent);\n```\n\n### Workflow\n\nOrchestrates sequential agent execution with:\n- Automatic handoffs between agents\n- Error handling and retry logic\n- Timeout management\n- Status tracking\n\n```typescript\nimport { SequentialAgentWorkflow, type WorkflowConfig } from '@mdp-framework/agents';\n\nconst config: WorkflowConfig = {\n  maxAgentTimeoutMs: 60_000,    // 60s per agent\n  maxWorkflowTimeoutMs: 300_000, // 5 min total\n  continueOnError: false,\n  maxRetries: 1,\n};\n\nconst workflow = new SequentialAgentWorkflow(config);\n```\n\n## API Reference\n\n### BaseAgent\n\n```typescript\nabstract class BaseAgent implements Agent {\n  constructor(name: string, role: 'pm' | 'architect' | 'engineer' | 'designer');\n\n  // Implement these methods:\n  protected abstract executeImpl(capsule: StateCapsule): Promise<Omit<AgentResult, 'agent' | 'execution_time_ms'>>;\n  protected abstract getNextAgentRole(): string | null;\n}\n```\n\n### SequentialAgentWorkflow\n\n```typescript\nclass SequentialAgentWorkflow implements AgentWorkflow {\n  constructor(config?: WorkflowConfig);\n\n  addAgent(agent: Agent, position?: number): void;\n  removeAgent(agentName: string): void;\n  execute(capsule: StateCapsule, agents?: Agent[]): Promise<WorkflowResult>;\n  getStatus(): WorkflowStatus;\n  reset(): void;\n}\n```\n\n### InMemoryBlackboard\n\n```typescript\nclass InMemoryBlackboard implements Blackboard {\n  writeDecision(agent: string, decision: Decision): void;\n  readDecisions(): Decision[];\n  getDecisionsByAgent(agentName: string): Decision[];\n\n  writeArtifact(agent: string, artifact: Artifact): void;\n  readArtifacts(): Artifact[];\n  getArtifactsByAgent(agentName: string): Artifact[];\n\n  getContextFor(agent: Agent): string;\n  getStats(): { totalDecisions: number; totalArtifacts: number; agentCounts: Record<string, any> };\n  clear(): void;\n}\n```\n\n### HandoffManager\n\n```typescript\nclass HandoffManager {\n  constructor(blackboard: Blackboard);\n\n  executeHandoff(\n    fromAgent: Agent,\n    toAgent: Agent,\n    capsule: StateCapsule,\n    result: AgentResult\n  ): Promise<AgentHandoff>;\n\n  getHandoffs(): AgentHandoff[];\n  getHandoffsForAgent(agentName: string): AgentHandoff[];\n  getHandoffChain(): string[];\n}\n```\n\n## Architecture\n\n```\n┌─────────────────┐\n│  Workflow       │\n│  Orchestrator   │\n└────────┬────────┘\n         │\n    ┌────┴────┐\n    │         │\n    ▼         ▼\n┌────────┐ ┌────────┐\n│ Agent  │→│ Agent  │\n│  (PM)  │ │(Arch)  │\n└───┬────┘ └───┬────┘\n    │          │\n    └──┬───┬───┘\n       │   │\n       ▼   ▼\n  ┌──────────────┐\n  │  Blackboard  │\n  │ (Shared State)\n  └──────────────┘\n```\n\n## Testing\n\n```bash\n# Run all tests\nnpm test\n\n# Run tests in watch mode\nnpm run test:watch\n\n# Run with coverage\nnpm test -- --coverage\n```\n\n## Phase 1 Deliverables (COMPLETE)\n\n- ✅ Agent base class with execute/handoff methods\n- ✅ AgentWorkflow orchestrator (SequentialAgentWorkflow)\n- ✅ Blackboard shared state implementation\n- ✅ Handoff protocol (prepare → receive)\n- ✅ Comprehensive unit tests (53 tests passing)\n- ✅ Integration tests for full workflows\n\n## Future Phases\n\n**Phase 2 (Weeks 4-5)**: Reference Agents\n- PM Agent with prompts and schemas\n- Architect Agent with MCP policy integration\n\n**Phase 3 (Weeks 6-7)**: Engineer + Designer + Golden Tests\n- Engineer and Designer agents\n- Golden test suite (PM → Arch → Eng)\n- Full MCP Server integration\n\n## Contract Compliance\n\nAll FROZEN interfaces from [STREAM-5-MULTI-AGENT.md](/Docs/contracts/STREAM-5-MULTI-AGENT.md) are implemented:\n\n- ✅ `Agent` interface\n- ✅ `AgentWorkflow` interface\n- ✅ `Blackboard` interface\n- ✅ `AgentHandoff` schema\n- ✅ `WorkflowResult` schema\n- ✅ `AgentResult` type\n\n## Dependencies\n\n- `@mdp-framework/schemas` - Type definitions and validation\n- `@mdp-framework/ai-services` - AI provider abstraction (for future agent implementations)\n\n## Integration Points\n\n**Provides to**:\n- CLI: Workflow execution commands (`mlang workflow run`)\n- Gateway: Orchestration layer for multi-agent workflows\n\n**Depends on**:\n- Stream 1 (AI Services): AIProvider for LLM completions\n- Stream 3 (MCP Server): Policy queries (TODO - will use stubs initially)\n\n## License\n\nMIT\n\n## Contributing\n\nSee [CONTRIBUTING.md](/CONTRIBUTING.md) for development guidelines.\n\n---\n\n**TODO-STREAM-5A**: Phase 1 complete - architecture and base classes implemented with full test coverage.\n","readmeFilename":"README.md"}