{
	"meta": {
		"generatedAt": "2025-08-11T05:29:39.378Z",
		"tasksAnalyzed": 15,
		"totalTasks": 15,
		"analysisCount": 15,
		"thresholdScore": 5,
		"projectName": "Taskmaster",
		"usedResearch": true
	},
	"complexityAnalysis": [
		{
			"taskId": 1,
			"taskTitle": "Initialize Directus Collections Schema",
			"complexityScore": 8,
			"recommendedSubtasks": 12,
			"expansionPrompt": "Break down the Directus schema initialization into separate subtasks for each collection type, relationship configuration, validation setup, and indexing strategy",
			"reasoning": "High complexity due to multiple interconnected collections, complex relationships, encryption requirements, and performance considerations requiring careful schema design"
		},
		{
			"taskId": 2,
			"taskTitle": "Implement Core CRUD Operations",
			"complexityScore": 7,
			"recommendedSubtasks": 10,
			"expansionPrompt": "Divide CRUD implementation into separate endpoints, validation layers, rate limiting setup, and error handling components",
			"reasoning": "Moderate-high complexity due to type validation requirements, rate limiting, and need for robust error handling across multiple operation types"
		},
		{
			"taskId": 3,
			"taskTitle": "Develop Project Organization System",
			"complexityScore": 9,
			"recommendedSubtasks": 14,
			"expansionPrompt": "Break down the project hierarchy implementation into data structure setup, template system, caching layer, and query optimization components",
			"reasoning": "High complexity due to recursive structure, complex querying requirements, caching needs, and cross-project dependency management"
		},
		{
			"taskId": 4,
			"taskTitle": "Create Status Workflow Engine",
			"complexityScore": 8,
			"recommendedSubtasks": 12,
			"expansionPrompt": "Separate the workflow engine into state machine implementation, transition rules, webhook system, and audit logging components",
			"reasoning": "Complex state management, integration requirements with git, and need for robust audit logging and queue management"
		},
		{
			"taskId": 5,
			"taskTitle": "Implement Assignment and Collaboration System",
			"complexityScore": 7,
			"recommendedSubtasks": 10,
			"expansionPrompt": "Break down the collaboration system into RBAC implementation, real-time sync, notification system, and email integration components",
			"reasoning": "Moderate-high complexity due to real-time requirements and multiple integration points with external systems"
		},
		{
			"taskId": 6,
			"taskTitle": "Develop AI Integration Layer",
			"complexityScore": 9,
			"recommendedSubtasks": 15,
			"expansionPrompt": "Divide AI integration into API setup, NLP pipeline, context management, prompt engineering, and vector storage components",
			"reasoning": "High complexity due to AI integration challenges, complex NLP requirements, and need for sophisticated context management"
		},
		{
			"taskId": 7,
			"taskTitle": "Implement Time Tracking System",
			"complexityScore": 6,
			"recommendedSubtasks": 8,
			"expansionPrompt": "Break down time tracking into entry system, calculations, milestone tracking, and reporting components",
			"reasoning": "Moderate complexity with straightforward time tracking logic but requiring careful attention to calculation accuracy and visualization"
		},
		{
			"taskId": 8,
			"taskTitle": "Create Dependency Management System",
			"complexityScore": 9,
			"recommendedSubtasks": 14,
			"expansionPrompt": "Separate dependency management into graph implementation, algorithms, visualization, and scheduling components",
			"reasoning": "High complexity due to graph theory implementation, complex algorithms, and visualization requirements"
		},
		{
			"taskId": 9,
			"taskTitle": "Develop Reporting and Analytics",
			"complexityScore": 7,
			"recommendedSubtasks": 10,
			"expansionPrompt": "Break down reporting system into metrics collection, dashboard framework, visualization, and export functionality components",
			"reasoning": "Moderate-high complexity due to diverse reporting requirements and need for efficient data processing"
		},
		{
			"taskId": 10,
			"taskTitle": "Implement MCP Server Integration",
			"complexityScore": 6,
			"recommendedSubtasks": 8,
			"expansionPrompt": "Divide MCP integration into endpoint implementation, CLI development, batch processing, and error handling components",
			"reasoning": "Moderate complexity with straightforward integration points but requiring robust error handling"
		},
		{
			"taskId": 11,
			"taskTitle": "Create Task Master Bridge",
			"complexityScore": 8,
			"recommendedSubtasks": 12,
			"expansionPrompt": "Break down sync system into protocol implementation, conflict resolution, data mapping, and real-time sync components",
			"reasoning": "High complexity due to bidirectional sync requirements and need for robust conflict resolution"
		},
		{
			"taskId": 12,
			"taskTitle": "Implement BMad Methodology Integration",
			"complexityScore": 7,
			"recommendedSubtasks": 10,
			"expansionPrompt": "Separate BMad integration into template system, workflow mapping, validation, and reporting components",
			"reasoning": "Moderate-high complexity due to methodology-specific requirements and compliance needs"
		},
		{
			"taskId": 13,
			"taskTitle": "Develop API and GraphQL Interface",
			"complexityScore": 8,
			"recommendedSubtasks": 12,
			"expansionPrompt": "Break down API development into REST endpoints, GraphQL schema, resolvers, and caching components",
			"reasoning": "High complexity due to dual API implementation and need for efficient caching and pagination"
		},
		{
			"taskId": 14,
			"taskTitle": "Implement Security Features",
			"complexityScore": 9,
			"recommendedSubtasks": 14,
			"expansionPrompt": "Divide security implementation into authentication, authorization, encryption, and audit logging components",
			"reasoning": "High complexity due to critical security requirements and need for comprehensive testing"
		},
		{
			"taskId": 15,
			"taskTitle": "Create System Monitoring and Maintenance",
			"complexityScore": 7,
			"recommendedSubtasks": 10,
			"expansionPrompt": "Break down monitoring system into metrics collection, dashboard setup, backup system, and health check components",
			"reasoning": "Moderate-high complexity due to diverse monitoring requirements and need for reliable backup systems"
		}
	]
}