SkyFi MCP Server

{ "meta": { "generatedAt": "2025-11-20T19:12:08.049Z", "tasksAnalyzed": 12, "totalTasks": 22, "analysisCount": 12, "thresholdScore": 5, "projectName": "Taskmaster", "usedResearch": true }, "complexityAnalysis": [ { "taskId": 11, "taskTitle": "Integrate Nominatim Client for Geocoding", "complexityScore": 7, "recommendedSubtasks": 3, "expansionPrompt": "Break down the task into subtasks for implementing the Nominatim client, caching mechanism, and batch request handling.", "reasoning": "This task involves integrating an external API, implementing caching, and handling batch requests, which adds complexity. Compliance with rate limits and testing with international addresses further increases the complexity." }, { "taskId": 12, "taskTitle": "Implement Overpass Client for Feature Search", "complexityScore": 8, "recommendedSubtasks": 4, "expansionPrompt": "Divide the task into subtasks for query construction, pagination handling, result filtering, and integration testing.", "reasoning": "The task requires constructing complex queries, handling large datasets with pagination, and filtering results, which are technically challenging. Integration testing with various feature types adds to the complexity." }, { "taskId": 13, "taskTitle": "Develop Geocode Location Tool", "complexityScore": 6, "recommendedSubtasks": 2, "expansionPrompt": "Create subtasks for implementing the geocode_location function and integrating with the caching layer.", "reasoning": "This task builds on the Nominatim client, requiring additional logic for confidence scores and batch processing. Dependencies on Task 11 and testing with edge cases add moderate complexity." }, { "taskId": 14, "taskTitle": "Create Reverse Geocode Tool", "complexityScore": 6, "recommendedSubtasks": 2, "expansionPrompt": "Outline subtasks for implementing the reverse_geocode function and testing with diverse coordinates.", "reasoning": "Similar to Task 13, this task involves using the Nominatim client with additional logic for detailed address information. Dependencies and testing requirements contribute to its complexity." }, { "taskId": 15, "taskTitle": "Implement Find Features by Type Tool", "complexityScore": 7, "recommendedSubtasks": 3, "expansionPrompt": "Identify subtasks for implementing feature type filtering, bounding box handling, and pagination.", "reasoning": "This task involves complex query handling and pagination, similar to Task 12, but with additional filtering logic. Testing with various feature types adds complexity." }, { "taskId": 16, "taskTitle": "Develop Find Features by Query Tool", "complexityScore": 7, "recommendedSubtasks": 3, "expansionPrompt": "Break down the task into subtasks for query handling, search radius implementation, and zero-result handling.", "reasoning": "Handling user queries with varying complexity and ensuring accurate results requires robust logic. Dependencies on Task 12 and testing with diverse queries increase complexity." }, { "taskId": 17, "taskTitle": "Implement Area Analysis Tool", "complexityScore": 8, "recommendedSubtasks": 4, "expansionPrompt": "Create subtasks for feature density calculation, imagery grid suggestion, and cost estimation.", "reasoning": "This task involves complex spatial analysis and cost estimation, requiring integration with multiple tools. Dependencies on Tasks 15 and 16 and testing with various regions add to the complexity." }, { "taskId": 18, "taskTitle": "Develop AI Query Processing Module", "complexityScore": 9, "recommendedSubtasks": 5, "expansionPrompt": "Outline subtasks for AI model integration, query decomposition, and intent inference.", "reasoning": "Implementing AI-based natural language processing is inherently complex, requiring model integration and handling of ambiguous queries. Dependencies on multiple tasks further increase complexity." }, { "taskId": 19, "taskTitle": "Implement Bulk Operations Tool", "complexityScore": 8, "recommendedSubtasks": 4, "expansionPrompt": "Identify subtasks for bulk feasibility checks, order processing, and progress update implementation.", "reasoning": "Handling bulk operations efficiently requires robust logic for processing large datasets and providing real-time updates. Dependencies on Tasks 17 and 18 add complexity." }, { "taskId": 20, "taskTitle": "Develop Change Detection Analysis Tool", "complexityScore": 9, "recommendedSubtasks": 5, "expansionPrompt": "Break down the task into subtasks for AI model integration, change detection logic, and visual overlay implementation.", "reasoning": "This task involves AI vision models for change detection, which is technically challenging. Providing accurate confidence scores and visual overlays adds to the complexity." }, { "taskId": 21, "taskTitle": "Implement Predictive Analysis Module", "complexityScore": 9, "recommendedSubtasks": 5, "expansionPrompt": "Create subtasks for temporal analysis, trend detection, and anomaly identification.", "reasoning": "Predictive analysis using historical data requires sophisticated algorithms and integration with existing tools. Dependencies on Task 20 and ensuring actionable predictions increase complexity." }, { "taskId": 22, "taskTitle": "Create Automated Reporting Tool", "complexityScore": 7, "recommendedSubtasks": 3, "expansionPrompt": "Outline subtasks for report generation, visualization integration, and PDF export functionality.", "reasoning": "Generating comprehensive reports with structured data and visualizations requires careful design and testing. Dependencies on multiple tasks and ensuring report accuracy add complexity." } ] }