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🤖 Complete Multi-Agent System Implementation #9

@adrianwedd

Description

@adrianwedd

Problem

Only EMDRTherapistAgent is implemented. Need complete agent ecosystem for comprehensive EMDR therapy.

Missing Agents to Implement

SafetyMonitorAgent

  • Continuous user state monitoring
  • Automatic safety trigger detection
  • Crisis intervention coordination
  • Risk assessment and reporting

SessionOrchestratorAgent

  • Session flow management
  • Phase transition coordination
  • Bilateral stimulation control
  • Agent handoff orchestration

ProgressAnalystAgent

  • Session outcome analysis
  • SUD/VOC trend tracking
  • Protocol effectiveness assessment
  • Personalized insights generation

CrisisInterventionAgent

  • Emergency response coordination
  • Crisis resource deployment
  • Professional contact management
  • Follow-up protocol execution

ResourcePreparationAgent

  • Pre-session resource building
  • Coping strategy development
  • Safe place establishment
  • Grounding technique training

Agent Coordination System

Message Router

  • Inter-agent communication
  • Priority-based message queuing
  • Agent availability management
  • Load balancing across agents

State Manager

  • Shared session state
  • Agent synchronization
  • Conflict resolution
  • State persistence

Orchestration Engine

  • Agent lifecycle management
  • Dynamic agent spawning
  • Resource allocation
  • Performance monitoring

Implementation Requirements

  1. Follow BaseAgent interface specification
  2. Implement comprehensive decision-making logic
  3. Add agent-specific LLM prompt optimization
  4. Build agent coordination protocols
  5. Create agent performance metrics
  6. Add agent learning and adaptation

Integration Points

  • LLM service integration for each agent
  • Database persistence for agent states
  • WebSocket communication for real-time updates
  • Safety protocol integration across all agents

Acceptance Criteria

  • All 5 missing agents fully implemented
  • Agent coordination system functional
  • Message routing working correctly
  • Agent state synchronization working
  • Performance monitoring operational
  • Integration tests passing

🔗 Depends on: Issue #2 (Backend Services)

Estimated Effort: 10-12 days

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