412 lines
16 KiB
Markdown
412 lines
16 KiB
Markdown
# Enhanced BMAD System Initialization
|
|
|
|
## Complete System Bootstrap and Configuration
|
|
|
|
This initialization system provides a seamless bootstrap process for the enhanced BMAD system, automatically configuring all intelligence components and integrating them with existing BMAD personas.
|
|
|
|
### System Bootstrap Process
|
|
|
|
#### Complete Initialization Sequence
|
|
```python
|
|
async def initialize_complete_enhanced_bmad_system():
|
|
"""
|
|
Complete initialization of the enhanced BMAD system with Claude Code integration
|
|
"""
|
|
initialization_log = {
|
|
'start_time': datetime.utcnow(),
|
|
'phases_completed': [],
|
|
'system_components': {},
|
|
'validation_results': {},
|
|
'performance_metrics': {}
|
|
}
|
|
|
|
try:
|
|
# Phase 1: Core Intelligence Systems
|
|
initialization_log['phases_completed'].append('core_intelligence_init')
|
|
core_intelligence = await initialize_core_intelligence_systems()
|
|
initialization_log['system_components']['core_intelligence'] = core_intelligence
|
|
|
|
# Phase 2: Memory and Learning Systems
|
|
initialization_log['phases_completed'].append('memory_systems_init')
|
|
memory_systems = await initialize_memory_and_learning_systems()
|
|
initialization_log['system_components']['memory_systems'] = memory_systems
|
|
|
|
# Phase 3: Communication Framework
|
|
initialization_log['phases_completed'].append('communication_init')
|
|
communication_framework = await initialize_communication_framework()
|
|
initialization_log['system_components']['communication'] = communication_framework
|
|
|
|
# Phase 4: Automation and Rules
|
|
initialization_log['phases_completed'].append('automation_init')
|
|
automation_systems = await initialize_automation_systems()
|
|
initialization_log['system_components']['automation'] = automation_systems
|
|
|
|
# Phase 5: Persona Integration
|
|
initialization_log['phases_completed'].append('persona_integration')
|
|
persona_integration = await initialize_persona_intelligence_integration()
|
|
initialization_log['system_components']['personas'] = persona_integration
|
|
|
|
# Phase 6: Claude Code Enhancement
|
|
initialization_log['phases_completed'].append('claude_code_enhancement')
|
|
claude_integration = await initialize_claude_code_enhancements()
|
|
initialization_log['system_components']['claude_integration'] = claude_integration
|
|
|
|
# Phase 7: System Validation
|
|
initialization_log['phases_completed'].append('system_validation')
|
|
validation_results = await validate_complete_system_integration(
|
|
initialization_log['system_components']
|
|
)
|
|
initialization_log['validation_results'] = validation_results
|
|
|
|
# Phase 8: Performance Optimization
|
|
initialization_log['phases_completed'].append('performance_optimization')
|
|
performance_optimization = await optimize_system_performance(
|
|
initialization_log['system_components']
|
|
)
|
|
initialization_log['performance_metrics'] = performance_optimization
|
|
|
|
initialization_log['completion_time'] = datetime.utcnow()
|
|
initialization_log['total_duration'] = (
|
|
initialization_log['completion_time'] - initialization_log['start_time']
|
|
).total_seconds()
|
|
|
|
return {
|
|
'status': 'success',
|
|
'initialization_log': initialization_log,
|
|
'active_systems': initialization_log['system_components'],
|
|
'system_ready': True,
|
|
'next_steps': generate_post_initialization_recommendations(initialization_log)
|
|
}
|
|
|
|
except Exception as e:
|
|
return await handle_initialization_failure(e, initialization_log)
|
|
|
|
async def initialize_core_intelligence_systems():
|
|
"""
|
|
Initialize all core intelligence components
|
|
"""
|
|
core_systems = {}
|
|
|
|
# Initialize BMAD Intelligence Core
|
|
core_systems['intelligence_core'] = await initialize_bmad_intelligence_core()
|
|
|
|
# Initialize Pattern Intelligence
|
|
core_systems['pattern_intelligence'] = await initialize_pattern_intelligence_system()
|
|
|
|
# Initialize Decision Engine
|
|
core_systems['decision_engine'] = await initialize_decision_engine_system()
|
|
|
|
# Validate core intelligence integration
|
|
core_validation = await validate_core_intelligence_integration(core_systems)
|
|
|
|
return {
|
|
'systems': core_systems,
|
|
'validation': core_validation,
|
|
'status': 'operational' if core_validation.all_passed else 'degraded'
|
|
}
|
|
|
|
async def initialize_memory_and_learning_systems():
|
|
"""
|
|
Initialize memory and learning capabilities
|
|
"""
|
|
memory_systems = {}
|
|
|
|
# Initialize Project Memory Manager
|
|
memory_systems['project_memory'] = await initialize_project_memory_manager()
|
|
|
|
# Initialize Solution Repository
|
|
memory_systems['solution_repository'] = await initialize_solution_repository()
|
|
|
|
# Initialize Error Prevention System
|
|
memory_systems['error_prevention'] = await initialize_error_prevention_system()
|
|
|
|
# Setup cross-system memory integration
|
|
memory_integration = await setup_memory_system_integration(memory_systems)
|
|
|
|
return {
|
|
'systems': memory_systems,
|
|
'integration': memory_integration,
|
|
'status': 'operational'
|
|
}
|
|
|
|
async def initialize_communication_framework():
|
|
"""
|
|
Initialize inter-persona communication systems
|
|
"""
|
|
communication_systems = {}
|
|
|
|
# Initialize Agent Messenger
|
|
communication_systems['messenger'] = await initialize_agent_messenger()
|
|
|
|
# Initialize Context Synchronizer
|
|
communication_systems['context_sync'] = await initialize_context_synchronizer()
|
|
|
|
# Setup communication protocols
|
|
communication_protocols = await setup_communication_protocols(communication_systems)
|
|
|
|
return {
|
|
'systems': communication_systems,
|
|
'protocols': communication_protocols,
|
|
'status': 'operational'
|
|
}
|
|
|
|
async def initialize_automation_systems():
|
|
"""
|
|
Initialize automation and rule systems
|
|
"""
|
|
automation_systems = {}
|
|
|
|
# Initialize Dynamic Rule Engine
|
|
automation_systems['rule_engine'] = await initialize_dynamic_rule_engine()
|
|
|
|
# Initialize Boot Loader
|
|
automation_systems['boot_loader'] = await initialize_bmad_boot_loader()
|
|
|
|
# Setup automation workflows
|
|
automation_workflows = await setup_automation_workflows(automation_systems)
|
|
|
|
return {
|
|
'systems': automation_systems,
|
|
'workflows': automation_workflows,
|
|
'status': 'operational'
|
|
}
|
|
```
|
|
|
|
### Configuration Management
|
|
|
|
#### Adaptive System Configuration
|
|
```python
|
|
async def configure_enhanced_bmad_for_project(project_context):
|
|
"""
|
|
Configure enhanced BMAD system for specific project context
|
|
"""
|
|
configuration = {
|
|
'project_analysis': await analyze_project_for_configuration(project_context),
|
|
'persona_selection': await select_optimal_personas(project_context),
|
|
'intelligence_tuning': await tune_intelligence_for_project(project_context),
|
|
'rule_customization': await customize_rules_for_project(project_context),
|
|
'memory_initialization': await initialize_project_specific_memory(project_context)
|
|
}
|
|
|
|
# Apply configuration
|
|
configuration_result = await apply_project_configuration(configuration)
|
|
|
|
return {
|
|
'configuration': configuration,
|
|
'application_result': configuration_result,
|
|
'system_ready_for_project': configuration_result.success
|
|
}
|
|
|
|
async def analyze_project_for_configuration(project_context):
|
|
"""
|
|
Analyze project to determine optimal configuration
|
|
"""
|
|
# Use Claude Code tools to analyze project
|
|
project_structure = await claude_code_ls("/")
|
|
|
|
# Detect technology stack
|
|
tech_stack = await detect_technology_stack_comprehensive(project_structure)
|
|
|
|
# Assess project complexity
|
|
complexity_assessment = await assess_project_complexity_comprehensive(
|
|
project_structure,
|
|
tech_stack
|
|
)
|
|
|
|
# Identify project phase
|
|
project_phase = await identify_project_phase(project_structure, tech_stack)
|
|
|
|
# Determine team characteristics
|
|
team_characteristics = await analyze_team_characteristics(project_context)
|
|
|
|
return {
|
|
'structure': project_structure,
|
|
'technology_stack': tech_stack,
|
|
'complexity': complexity_assessment,
|
|
'phase': project_phase,
|
|
'team': team_characteristics,
|
|
'recommendations': generate_configuration_recommendations(
|
|
tech_stack,
|
|
complexity_assessment,
|
|
project_phase,
|
|
team_characteristics
|
|
)
|
|
}
|
|
|
|
async def select_optimal_personas(project_context):
|
|
"""
|
|
Select optimal personas based on project analysis
|
|
"""
|
|
project_analysis = project_context.get('project_analysis', {})
|
|
|
|
# Base persona selection logic
|
|
persona_requirements = {
|
|
'always_required': ['analyst', 'pm'],
|
|
'technology_based': determine_tech_based_personas(project_analysis.get('technology_stack', {})),
|
|
'phase_based': determine_phase_based_personas(project_analysis.get('phase')),
|
|
'complexity_based': determine_complexity_based_personas(project_analysis.get('complexity', {})),
|
|
'team_based': determine_team_based_personas(project_analysis.get('team', {}))
|
|
}
|
|
|
|
# Combine requirements
|
|
selected_personas = combine_persona_requirements(persona_requirements)
|
|
|
|
# Validate persona selection
|
|
persona_validation = await validate_persona_selection(selected_personas, project_analysis)
|
|
|
|
return {
|
|
'selected_personas': selected_personas,
|
|
'selection_rationale': persona_requirements,
|
|
'validation': persona_validation
|
|
}
|
|
```
|
|
|
|
### Health Monitoring and Diagnostics
|
|
|
|
#### Comprehensive System Health Monitoring
|
|
```python
|
|
async def monitor_enhanced_system_health():
|
|
"""
|
|
Continuously monitor the health of the enhanced BMAD system
|
|
"""
|
|
health_monitor = SystemHealthMonitor()
|
|
|
|
async def health_monitoring_loop():
|
|
while True:
|
|
# Check core intelligence systems
|
|
intelligence_health = await check_intelligence_systems_health()
|
|
|
|
# Check memory systems
|
|
memory_health = await check_memory_systems_health()
|
|
|
|
# Check communication systems
|
|
communication_health = await check_communication_systems_health()
|
|
|
|
# Check persona integration
|
|
persona_health = await check_persona_integration_health()
|
|
|
|
# Check Claude Code integration
|
|
claude_integration_health = await check_claude_integration_health()
|
|
|
|
# Aggregate health status
|
|
overall_health = aggregate_system_health([
|
|
intelligence_health,
|
|
memory_health,
|
|
communication_health,
|
|
persona_health,
|
|
claude_integration_health
|
|
])
|
|
|
|
# Take corrective action if needed
|
|
if overall_health.status != 'healthy':
|
|
await take_corrective_health_actions(overall_health)
|
|
|
|
# Log health status
|
|
await log_system_health(overall_health)
|
|
|
|
await asyncio.sleep(30) # Check every 30 seconds
|
|
|
|
await health_monitoring_loop()
|
|
|
|
async def generate_system_diagnostics():
|
|
"""
|
|
Generate comprehensive system diagnostics
|
|
"""
|
|
diagnostics = {
|
|
'system_overview': await generate_system_overview(),
|
|
'performance_metrics': await collect_performance_metrics(),
|
|
'intelligence_effectiveness': await assess_intelligence_effectiveness(),
|
|
'memory_utilization': await assess_memory_utilization(),
|
|
'persona_activity': await analyze_persona_activity(),
|
|
'error_patterns': await analyze_error_patterns(),
|
|
'optimization_opportunities': await identify_optimization_opportunities()
|
|
}
|
|
|
|
# Generate diagnostic report
|
|
diagnostic_report = await generate_diagnostic_report(diagnostics)
|
|
|
|
return {
|
|
'diagnostics': diagnostics,
|
|
'report': diagnostic_report,
|
|
'recommendations': generate_improvement_recommendations(diagnostics)
|
|
}
|
|
```
|
|
|
|
### Command Line Interface
|
|
|
|
#### Enhanced BMAD CLI Commands
|
|
```bash
|
|
#!/bin/bash
|
|
|
|
# Enhanced BMAD System Management Commands
|
|
|
|
# System Initialization
|
|
bmad-enhanced init --full # Complete system initialization
|
|
bmad-enhanced init --project-context # Initialize for current project
|
|
bmad-enhanced init --minimal # Minimal initialization
|
|
|
|
# System Status and Health
|
|
bmad-enhanced status --detailed # Detailed system status
|
|
bmad-enhanced health --check-all # Comprehensive health check
|
|
bmad-enhanced diagnostics --full-report # Complete diagnostic report
|
|
|
|
# Configuration Management
|
|
bmad-enhanced config --auto-detect # Auto-detect optimal configuration
|
|
bmad-enhanced config --set-personas "analyst,architect,dev,qa"
|
|
bmad-enhanced config --tune-intelligence # Tune intelligence for project
|
|
|
|
# Intelligence System Management
|
|
bmad-enhanced intelligence --status # Intelligence systems status
|
|
bmad-enhanced patterns --learn-from-project # Learn patterns from current project
|
|
bmad-enhanced memory --optimize # Optimize memory systems
|
|
|
|
# Persona Management
|
|
bmad-enhanced personas --list-enhanced # List intelligence-enhanced personas
|
|
bmad-enhanced personas --activate "architect" --with-intelligence
|
|
bmad-enhanced personas --collaborate # Setup persona collaboration
|
|
|
|
# Performance and Optimization
|
|
bmad-enhanced optimize --all-systems # Optimize all systems
|
|
bmad-enhanced tune --performance # Performance tuning
|
|
bmad-enhanced analyze --usage-patterns # Analyze usage patterns
|
|
|
|
# Integration and Validation
|
|
bmad-enhanced validate --full-integration # Validate complete integration
|
|
bmad-enhanced test --intelligence-workflows # Test intelligence workflows
|
|
bmad-enhanced reset --reinitialize # Reset and reinitialize system
|
|
```
|
|
|
|
### Integration Validation
|
|
|
|
#### Complete System Validation
|
|
```python
|
|
async def validate_complete_enhanced_bmad_integration():
|
|
"""
|
|
Comprehensive validation of the enhanced BMAD system integration
|
|
"""
|
|
validation_suite = {
|
|
'core_intelligence_validation': await validate_core_intelligence_systems(),
|
|
'memory_systems_validation': await validate_memory_systems_integration(),
|
|
'communication_validation': await validate_communication_systems(),
|
|
'persona_integration_validation': await validate_persona_intelligence_integration(),
|
|
'claude_code_validation': await validate_claude_code_enhancement(),
|
|
'end_to_end_validation': await validate_end_to_end_workflows(),
|
|
'performance_validation': await validate_system_performance(),
|
|
'security_validation': await validate_system_security()
|
|
}
|
|
|
|
# Aggregate validation results
|
|
overall_validation = aggregate_validation_results(validation_suite)
|
|
|
|
# Generate validation report
|
|
validation_report = generate_validation_report(overall_validation)
|
|
|
|
return {
|
|
'validation_suite': validation_suite,
|
|
'overall_result': overall_validation,
|
|
'report': validation_report,
|
|
'system_ready': overall_validation.all_validations_passed
|
|
}
|
|
```
|
|
|
|
This initialization system provides a complete bootstrap process for the enhanced BMAD system, ensuring all components are properly integrated and optimized for Claude Code usage. The system automatically adapts to project context and provides comprehensive monitoring and diagnostics capabilities. |