4.3 KiB
4.3 KiB
BMAD-METHOD Claude Code Subagent Integration - Implementation Summary
Overview
Successfully implemented a hybrid message queue architecture for integrating BMAD-METHOD with Claude Code's subagent feature. The solution addresses all key requirements while maintaining minimal invasion of the parent repository.
Key Features Implemented
1. Multi-Agent Session Management
- Session Manager (
core/session-manager.js): Handles multiple concurrent BMAD agent conversations - Clear visual differentiation with agent-specific icons and colors
- Session switching and suspension capabilities
- Preserves state when switching between agents
2. Elicitation Handling
- Elicitation Broker (
core/elicitation-broker.js): Manages interactive Q&A phases - Natural conversation flow without special response formats
- Session-based tracking of questions and responses
- Clear agent identification during elicitation
3. Context Preservation
- Message Queue (
core/message-queue.js): Asynchronous message handling with full context - No summarization or context loss between agents
- Retry logic and TTL management
- Structured message format preserves all details
4. BMAD Compatibility
- BMAD Loader (
core/bmad-loader.js): Loads original agent definitions without modification - Parses YAML configurations and markdown content
- Maintains upstream compatibility
- Dynamic discovery of agents and resources
5. Router Architecture
- Router Generator (
lib/router-generator.js): Creates thin wrapper subagents - Main router for intelligent delegation
- Individual agent routers preserve original behavior
- Automatic and manual invocation support
Installation Process
The installer (installer/install.js) provides:
- Interactive setup with configuration options
- Automatic directory structure creation
- Subagent installation to
~/.claude/agents/ - Optional hooks for enhanced integration
- Slash command generation
- Installation verification
Testing Strategy
Comprehensive test suite including:
- Unit Tests: Core component functionality
- AI Judge Tests: Using o3 model for qualitative evaluation
- Context preservation across agent handoffs
- Elicitation quality assessment
- Multi-agent orchestration effectiveness
- Error recovery mechanisms
Usage Patterns
Natural Language
User: "Create user stories for an e-commerce checkout flow"
→ Automatically routes to PM agent
→ PM conducts elicitation
→ Results delivered with clear agent attribution
Slash Commands
/bmad-architect Design a microservices architecture
/bmad-sessions (view active sessions)
/switch 2 (switch to session 2)
Concurrent Sessions
🟢 1. 📋 Project Manager - Active, in elicitation
🟡 2. 🏗️ Architect - Suspended
🟢 3. 🐛 QA Engineer - Active
Technical Achievements
- Zero Modification of original BMAD files
- Natural Elicitation without special syntax
- Full Context Preservation through message queue
- Clear Agent Identity in all interactions
- Robust Error Handling with recovery mechanisms
- Scalable Architecture for future enhancements
Key Decisions
-
Hybrid Message Queue (Approach 3) chosen for:
- Minimal repo invasion
- Flexible architecture
- Excellent debugging capabilities
- Natural elicitation support
-
Session-Based Management for:
- Clear conversation tracking
- Multi-agent support
- State preservation
-
Router Pattern for:
- Maintaining original agent logic
- Easy updates from upstream
- Clean separation of concerns
Future Enhancements
-
Performance Optimization
- Message queue indexing
- Session caching
- Parallel agent execution
-
Enhanced Features
- Agent collaboration protocols
- Workflow templates
- Progress visualization
-
Integration Improvements
- MCP server support
- External tool integration
- Webhook notifications
Conclusion
The implementation successfully brings BMAD-METHOD to Claude Code while:
- Preserving all original agent behaviors
- Adding robust session and context management
- Enabling natural multi-agent workflows
- Maintaining easy upstream compatibility
The hybrid message queue architecture provides the flexibility and robustness needed for production use while keeping the integration minimally invasive to the parent repository.