{
	"meta": {
		"generatedAt": "2025-05-03T04:45:36.864Z",
		"tasksAnalyzed": 36,
		"thresholdScore": 5,
		"projectName": "Taskmaster",
		"usedResearch": false
	},
	"complexityAnalysis": [
		{
			"taskId": 24,
			"taskTitle": "Implement AI-Powered Test Generation Command",
			"complexityScore": 8,
			"recommendedSubtasks": 5,
			"expansionPrompt": "Expand the 'Implement AI-Powered Test Generation Command' task by detailing the specific steps required for AI prompt engineering, including data extraction, prompt formatting, and error handling.",
			"reasoning": "Requires AI integration, complex logic, and thorough testing. Prompt engineering and API interaction add significant complexity."
		},
		{
			"taskId": 26,
			"taskTitle": "Implement Context Foundation for AI Operations",
			"complexityScore": 7,
			"recommendedSubtasks": 6,
			"expansionPrompt": "Expand the 'Implement Context Foundation for AI Operations' task by detailing the specific steps for integrating file reading, cursor rules, and basic context extraction into the Claude API prompts.",
			"reasoning": "Involves modifying multiple commands and integrating different context sources. Error handling and backwards compatibility are crucial."
		},
		{
			"taskId": 27,
			"taskTitle": "Implement Context Enhancements for AI Operations",
			"complexityScore": 8,
			"recommendedSubtasks": 6,
			"expansionPrompt": "Expand the 'Implement Context Enhancements for AI Operations' task by detailing the specific steps for code context extraction, task history integration, and PRD context integration, including parsing, summarization, and formatting.",
			"reasoning": "Builds upon the previous task with more sophisticated context extraction and integration. Requires intelligent parsing and summarization."
		},
		{
			"taskId": 28,
			"taskTitle": "Implement Advanced ContextManager System",
			"complexityScore": 9,
			"recommendedSubtasks": 7,
			"expansionPrompt": "Expand the 'Implement Advanced ContextManager System' task by detailing the specific steps for creating the ContextManager class, implementing the optimization pipeline, and adding command interface enhancements, including caching and performance monitoring.",
			"reasoning": "A comprehensive system requiring careful design, optimization, and testing. Involves complex algorithms and performance considerations."
		},
		{
			"taskId": 32,
			"taskTitle": "Implement \"learn\" Command for Automatic Cursor Rule Generation",
			"complexityScore": 9,
			"recommendedSubtasks": 10,
			"expansionPrompt": "Expand the 'Implement \"learn\" Command for Automatic Cursor Rule Generation' task by detailing the specific steps for Cursor data analysis, rule management, and AI integration, including error handling and performance optimization.",
			"reasoning": "Requires deep integration with Cursor's data, complex pattern analysis, and AI interaction. Significant error handling and performance optimization are needed."
		},
		{
			"taskId": 40,
			"taskTitle": "Implement 'plan' Command for Task Implementation Planning",
			"complexityScore": 6,
			"recommendedSubtasks": 4,
			"expansionPrompt": "Expand the 'Implement 'plan' Command for Task Implementation Planning' task by detailing the steps for retrieving task content, generating implementation plans with AI, and formatting the plan within XML tags.",
			"reasoning": "Involves AI integration and requires careful formatting and error handling. Switching between Claude and Perplexity adds complexity."
		},
		{
			"taskId": 41,
			"taskTitle": "Implement Visual Task Dependency Graph in Terminal",
			"complexityScore": 8,
			"recommendedSubtasks": 8,
			"expansionPrompt": "Expand the 'Implement Visual Task Dependency Graph in Terminal' task by detailing the steps for designing the graph rendering system, implementing layout algorithms, and handling circular dependencies and filtering options.",
			"reasoning": "Requires complex graph algorithms and terminal rendering. Accessibility and performance are important considerations."
		},
		{
			"taskId": 42,
			"taskTitle": "Implement MCP-to-MCP Communication Protocol",
			"complexityScore": 8,
			"recommendedSubtasks": 7,
			"expansionPrompt": "Expand the 'Implement MCP-to-MCP Communication Protocol' task by detailing the steps for defining the protocol, implementing the adapter pattern, and building the client module, including error handling and security considerations.",
			"reasoning": "Requires designing a new protocol and implementing communication with external systems. Security and error handling are critical."
		},
		{
			"taskId": 43,
			"taskTitle": "Add Research Flag to Add-Task Command",
			"complexityScore": 5,
			"recommendedSubtasks": 3,
			"expansionPrompt": "Expand the 'Add Research Flag to Add-Task Command' task by detailing the steps for updating the command parser, generating research subtasks, and linking them to the parent task.",
			"reasoning": "Relatively straightforward, but requires careful handling of subtask generation and linking."
		},
		{
			"taskId": 44,
			"taskTitle": "Implement Task Automation with Webhooks and Event Triggers",
			"complexityScore": 8,
			"recommendedSubtasks": 7,
			"expansionPrompt": "Expand the 'Implement Task Automation with Webhooks and Event Triggers' task by detailing the steps for implementing the webhook registration system, event system, and trigger definition interface, including security and error handling.",
			"reasoning": "Requires designing a robust event system and integrating with external services. Security and error handling are critical."
		},
		{
			"taskId": 45,
			"taskTitle": "Implement GitHub Issue Import Feature",
			"complexityScore": 7,
			"recommendedSubtasks": 5,
			"expansionPrompt": "Expand the 'Implement GitHub Issue Import Feature' task by detailing the steps for parsing the URL, fetching issue details from the GitHub API, and generating a well-formatted task.",
			"reasoning": "Requires interacting with the GitHub API and handling various error conditions. Authentication adds complexity."
		},
		{
			"taskId": 46,
			"taskTitle": "Implement ICE Analysis Command for Task Prioritization",
			"complexityScore": 7,
			"recommendedSubtasks": 5,
			"expansionPrompt": "Expand the 'Implement ICE Analysis Command for Task Prioritization' task by detailing the steps for calculating ICE scores, generating the report file, and implementing the CLI rendering.",
			"reasoning": "Requires AI integration for scoring and careful formatting of the report. Integration with existing complexity reports adds complexity."
		},
		{
			"taskId": 47,
			"taskTitle": "Enhance Task Suggestion Actions Card Workflow",
			"complexityScore": 7,
			"recommendedSubtasks": 6,
			"expansionPrompt": "Expand the 'Enhance Task Suggestion Actions Card Workflow' task by detailing the steps for implementing the task expansion, context addition, and task management phases, including UI/UX considerations.",
			"reasoning": "Requires significant UI/UX work and careful state management. Integration with existing functionality is crucial."
		},
		{
			"taskId": 48,
			"taskTitle": "Refactor Prompts into Centralized Structure",
			"complexityScore": 5,
			"recommendedSubtasks": 3,
			"expansionPrompt": "Expand the 'Refactor Prompts into Centralized Structure' task by detailing the steps for creating the 'prompts' directory, extracting prompts into individual files, and updating functions to import them.",
			"reasoning": "Primarily a refactoring task, but requires careful attention to detail to avoid breaking existing functionality."
		},
		{
			"taskId": 49,
			"taskTitle": "Implement Code Quality Analysis Command",
			"complexityScore": 8,
			"recommendedSubtasks": 6,
			"expansionPrompt": "Expand the 'Implement Code Quality Analysis Command' task by detailing the steps for pattern recognition, best practice verification, and improvement recommendations, including AI integration and task creation.",
			"reasoning": "Requires complex code analysis and AI integration. Generating actionable recommendations adds complexity."
		},
		{
			"taskId": 50,
			"taskTitle": "Implement Test Coverage Tracking System by Task",
			"complexityScore": 9,
			"recommendedSubtasks": 7,
			"expansionPrompt": "Expand the 'Implement Test Coverage Tracking System by Task' task by detailing the steps for creating the tests.json file structure, developing the coverage report parser, and implementing the CLI commands and AI-powered test generation system.",
			"reasoning": "A comprehensive system requiring deep integration with testing tools and AI. Maintaining bidirectional relationships adds complexity."
		},
		{
			"taskId": 51,
			"taskTitle": "Implement Perplexity Research Command",
			"complexityScore": 7,
			"recommendedSubtasks": 5,
			"expansionPrompt": "Expand the 'Implement Perplexity Research Command' task by detailing the steps for creating the Perplexity API client, implementing task context extraction, and building the CLI interface.",
			"reasoning": "Requires API integration and careful formatting of the research results. Caching adds complexity."
		},
		{
			"taskId": 52,
			"taskTitle": "Implement Task Suggestion Command for CLI",
			"complexityScore": 7,
			"recommendedSubtasks": 5,
			"expansionPrompt": "Expand the 'Implement Task Suggestion Command for CLI' task by detailing the steps for collecting existing task data, generating task suggestions with AI, and implementing the interactive CLI interface.",
			"reasoning": "Requires AI integration and careful design of the interactive interface. Handling various flag combinations adds complexity."
		},
		{
			"taskId": 53,
			"taskTitle": "Implement Subtask Suggestion Feature for Parent Tasks",
			"complexityScore": 7,
			"recommendedSubtasks": 6,
			"expansionPrompt": "Expand the 'Implement Subtask Suggestion Feature for Parent Tasks' task by detailing the steps for validating parent tasks, gathering context, generating subtask suggestions with AI, and implementing the interactive CLI interface.",
			"reasoning": "Requires AI integration and careful design of the interactive interface. Linking subtasks to parent tasks adds complexity."
		},
		{
			"taskId": 55,
			"taskTitle": "Implement Positional Arguments Support for CLI Commands",
			"complexityScore": 7,
			"recommendedSubtasks": 5,
			"expansionPrompt": "Expand the 'Implement Positional Arguments Support for CLI Commands' task by detailing the steps for updating the argument parsing logic, defining the positional argument order, and handling edge cases.",
			"reasoning": "Requires careful modification of the command parsing logic and ensuring backward compatibility. Handling edge cases adds complexity."
		},
		{
			"taskId": 57,
			"taskTitle": "Enhance Task-Master CLI User Experience and Interface",
			"complexityScore": 7,
			"recommendedSubtasks": 6,
			"expansionPrompt": "Expand the 'Enhance Task-Master CLI User Experience and Interface' task by detailing the steps for log management, visual enhancements, interactive elements, and output formatting.",
			"reasoning": "Requires significant UI/UX work and careful consideration of different terminal environments. Reducing verbose logging adds complexity."
		},
		{
			"taskId": 60,
			"taskTitle": "Implement Mentor System with Round-Table Discussion Feature",
			"complexityScore": 8,
			"recommendedSubtasks": 7,
			"expansionPrompt": "Expand the 'Implement Mentor System with Round-Table Discussion Feature' task by detailing the steps for mentor management, round-table discussion implementation, and integration with the task system, including LLM integration.",
			"reasoning": "Requires complex AI simulation and careful formatting of the discussion output. Integrating with the task system adds complexity."
		},
		{
			"taskId": 61,
			"taskTitle": "Implement Flexible AI Model Management",
			"complexityScore": 9,
			"recommendedSubtasks": 8,
			"expansionPrompt": "Expand the 'Implement Flexible AI Model Management' task by detailing the steps for creating the configuration management module, implementing the CLI command parser, and integrating the Vercel AI SDK.",
			"reasoning": "Requires deep integration with multiple AI models and careful management of API keys and configuration options. Vercel AI SDK integration adds complexity."
		},
		{
			"taskId": 62,
			"taskTitle": "Add --simple Flag to Update Commands for Direct Text Input",
			"complexityScore": 5,
			"recommendedSubtasks": 4,
			"expansionPrompt": "Expand the 'Add --simple Flag to Update Commands for Direct Text Input' task by detailing the steps for updating the command parsers, implementing the conditional logic, and formatting the user input with a timestamp.",
			"reasoning": "Relatively straightforward, but requires careful attention to formatting and ensuring consistency with AI-processed updates."
		},
		{
			"taskId": 63,
			"taskTitle": "Add pnpm Support for the Taskmaster Package",
			"complexityScore": 7,
			"recommendedSubtasks": 6,
			"expansionPrompt": "Expand the 'Add pnpm Support for the Taskmaster Package' task by detailing the steps for updating the documentation, ensuring package scripts compatibility, and testing the installation and operation with pnpm.",
			"reasoning": "Requires careful attention to detail to ensure compatibility with pnpm's execution model. Testing and documentation are crucial."
		},
		{
			"taskId": 64,
			"taskTitle": "Add Yarn Support for Taskmaster Installation",
			"complexityScore": 7,
			"recommendedSubtasks": 6,
			"expansionPrompt": "Expand the 'Add Yarn Support for Taskmaster Installation' task by detailing the steps for updating package.json, adding Yarn-specific configuration files, and testing the installation and operation with Yarn.",
			"reasoning": "Requires careful attention to detail to ensure compatibility with Yarn's execution model. Testing and documentation are crucial."
		},
		{
			"taskId": 65,
			"taskTitle": "Add Bun Support for Taskmaster Installation",
			"complexityScore": 7,
			"recommendedSubtasks": 6,
			"expansionPrompt": "Expand the 'Add Bun Support for Taskmaster Installation' task by detailing the steps for updating the installation scripts, testing the installation and operation with Bun, and updating the documentation.",
			"reasoning": "Requires careful attention to detail to ensure compatibility with Bun's execution model. Testing and documentation are crucial."
		},
		{
			"taskId": 66,
			"taskTitle": "Support Status Filtering in Show Command for Subtasks",
			"complexityScore": 5,
			"recommendedSubtasks": 4,
			"expansionPrompt": "Expand the 'Support Status Filtering in Show Command for Subtasks' task by detailing the steps for updating the command parser, modifying the show command handler, and updating the help documentation.",
			"reasoning": "Relatively straightforward, but requires careful handling of status validation and filtering."
		},
		{
			"taskId": 67,
			"taskTitle": "Add CLI JSON output and Cursor keybindings integration",
			"complexityScore": 7,
			"recommendedSubtasks": 6,
			"expansionPrompt": "Expand the 'Add CLI JSON output and Cursor keybindings integration' task by detailing the steps for implementing the JSON output logic, creating the install-keybindings command structure, and handling keybinding file manipulation.",
			"reasoning": "Requires careful formatting of the JSON output and handling of file system operations. OS detection adds complexity."
		},
		{
			"taskId": 68,
			"taskTitle": "Ability to create tasks without parsing PRD",
			"complexityScore": 3,
			"recommendedSubtasks": 2,
			"expansionPrompt": "Expand the 'Ability to create tasks without parsing PRD' task by detailing the steps for creating tasks without a PRD.",
			"reasoning": "Simple task to allow task creation without a PRD."
		},
		{
			"taskId": 69,
			"taskTitle": "Enhance Analyze Complexity for Specific Task IDs",
			"complexityScore": 6,
			"recommendedSubtasks": 4,
			"expansionPrompt": "Expand the 'Enhance Analyze Complexity for Specific Task IDs' task by detailing the steps for modifying the core logic, updating the CLI, and updating the MCP tool.",
			"reasoning": "Requires modifying existing functionality and ensuring compatibility with both CLI and MCP."
		},
		{
			"taskId": 70,
			"taskTitle": "Implement 'diagram' command for Mermaid diagram generation",
			"complexityScore": 6,
			"recommendedSubtasks": 4,
			"expansionPrompt": "Expand the 'Implement 'diagram' command for Mermaid diagram generation' task by detailing the steps for creating the command, generating the Mermaid diagram, and handling different output options.",
			"reasoning": "Requires generating Mermaid diagrams and handling different output options."
		},
		{
			"taskId": 72,
			"taskTitle": "Implement PDF Generation for Project Progress and Dependency Overview",
			"complexityScore": 8,
			"recommendedSubtasks": 6,
			"expansionPrompt": "Expand the 'Implement PDF Generation for Project Progress and Dependency Overview' task by detailing the steps for summarizing project progress, visualizing the dependency chain, and generating the PDF document.",
			"reasoning": "Requires integrating with the diagram command and using a PDF generation library. Handling large dependency chains adds complexity."
		},
		{
			"taskId": 73,
			"taskTitle": "Implement Custom Model ID Support for Ollama/OpenRouter",
			"complexityScore": 7,
			"recommendedSubtasks": 5,
			"expansionPrompt": "Expand the 'Implement Custom Model ID Support for Ollama/OpenRouter' task by detailing the steps for modifying the CLI, implementing the interactive setup, and handling validation and warnings.",
			"reasoning": "Requires integrating with external APIs and handling different model types. Validation and warnings are crucial."
		},
		{
			"taskId": 75,
			"taskTitle": "Integrate Google Search Grounding for Research Role",
			"complexityScore": 6,
			"recommendedSubtasks": 4,
			"expansionPrompt": "Expand the 'Integrate Google Search Grounding for Research Role' task by detailing the steps for modifying the AI service layer, implementing the conditional logic, and updating the supported models.",
			"reasoning": "Requires conditional logic and integration with the Google Search Grounding API."
		},
		{
			"taskId": 76,
			"taskTitle": "Develop E2E Test Framework for Taskmaster MCP Server (FastMCP over stdio)",
			"complexityScore": 9,
			"recommendedSubtasks": 7,
			"expansionPrompt": "Expand the 'Develop E2E Test Framework for Taskmaster MCP Server (FastMCP over stdio)' task by detailing the steps for launching the FastMCP server, implementing the message protocol handler, and developing the request/response correlation mechanism.",
			"reasoning": "Requires complex system integration and robust error handling. Designing a comprehensive test framework adds complexity."
		}
	]
}