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* chore: task management and small bug fix. * chore: task management * feat: implement research command with enhanced context gathering - Add comprehensive research command with AI-powered queries - Implement ContextGatherer utility for reusable context extraction - Support multiple context types: tasks, files, custom text, project tree - Add fuzzy search integration for automatic task discovery - Implement detailed token breakdown display with syntax highlighting - Add enhanced UI with boxed output and code block formatting - Support different detail levels (low, medium, high) for responses - Include project-specific context for more relevant AI responses - Add token counting with gpt-tokens library integration - Create reusable patterns for future context-aware commands - Task 94.4 completed * docs: add context gathering rule and update existing rules - Create comprehensive context_gathering.mdc rule documenting ContextGatherer utility patterns, FuzzyTaskSearch integration, token breakdown display, code block syntax highlighting, and enhanced result display patterns - Update new_features.mdc to include context gathering step - Update commands.mdc with context-aware command pattern - Update ui.mdc with enhanced display patterns and syntax highlighting - Update utilities.mdc to document new context gathering utilities - Update glossary.mdc to include new context_gathering rule - Establishes standardized patterns for building intelligent, context-aware commands that can leverage project knowledge for better AI assistance * feat(fuzzy): improves fuzzy search to introspect into subtasks as well. might still need improvement. * fix(move): adjusts logic to prevent an issue when moving from parent to subtask if the target parent has no subtasks. * fix(move-task): Fix critical bugs in task move functionality - Fixed parent-to-parent task moves where original task would remain as duplicate - Fixed moving tasks to become subtasks of empty parents (validation errors) - Fixed moving subtasks between different parent tasks - Improved comma-separated batch moves with proper error handling - Updated MCP tool to use core logic instead of custom implementation - Resolves task duplication issues and enables proper task hierarchy reorganization * feat(research): Add subtasks to fuzzy search and follow-up questions - Enhanced fuzzy search to include subtasks in discovery - Added interactive follow-up question functionality using inquirer - Improved context discovery by including both tasks and subtasks - Follow-up option for research with default to 'n' for quick workflow * chore: removes task004 chat that had like 11k lines lol. * chore: formatting * feat(show): add comma-separated ID support for multi-task viewing - Enhanced get-task/show command to support comma-separated task IDs for efficient batch operations. - New features include multiple task retrieval, smart display logic, interactive action menu with batch operations, MCP array response for AI agent efficiency, and support for mixed parent tasks and subtasks. - Implementation includes updated CLI show command, enhanced MCP get_task tool, modified showTaskDirect function, and maintained full backward compatibility. - Documentation updated across all relevant files. Benefits include faster context gathering for AI agents, improved workflow with interactive batch operations, better UX with responsive layout, and enhanced API efficiency. * feat(research): Adds MCP tool for command - New MCP Tool: research tool enables AI-powered research with project context - Context Integration: Supports task IDs, file paths, custom context, and project tree - Fuzzy Task Discovery: Automatically finds relevant tasks using semantic search - Token Management: Detailed token counting and breakdown by context type - Multiple Detail Levels: Support for low, medium, and high detail research responses - Telemetry Integration: Full cost tracking and usage analytics - Direct Function: researchDirect with comprehensive parameter validation - Silent Mode: Prevents console output interference with MCP JSON responses - Error Handling: Robust error handling with proper MCP response formatting This completes subtasks 94.5 (Direct Function) and 94.6 (MCP Tool) for the research command implementation, providing a powerful research interface for integrated development environments like Cursor. Updated documentation across taskmaster.mdc, README.md, command-reference.md, examples.md, tutorial.md, and docs/README.md to highlight research capabilities and usage patterns. * chore: task management * chore: task management and removes mistakenly staged changes * fix(move): Fix move command bug that left duplicate tasks - Fixed logic in moveTaskToNewId function that was incorrectly treating task-to-task moves as subtask creation instead of task replacement - Updated moveTaskToNewId to properly handle replacing existing destination tasks instead of just placeholders - The move command now correctly replaces destination tasks and cleans up properly without leaving duplicates - Task Management: Moved task 93 (Google Vertex AI Provider) to position 88, Moved task 94 (Azure OpenAI Provider) to position 89, Updated task dependencies and regenerated task files, Cleaned up orphaned task files automatically - All important validations remain in place: Prevents moving tasks to themselves, Prevents moving parent tasks to their own subtasks, Prevents circular dependencies - Resolves the issue where moving tasks would leave both source and destination tasks in tasks.json and file system * chore: formatting * feat: Add .taskmaster directory (#619) * chore: apply requested changes from next branch (#629) * chore: rc version bump * chore: cleanup migration-guide * fix: bedrock set model and other fixes (#641) * Fix: MCP log errors (#648) * fix: projectRoot duplicate .taskmaster directory (#655) * Version Packages * chore: add package-lock.json * Version Packages * Version Packages * fix: markdown format (#622) * Version Packages * Version Packages * Fixed the Typo in cursor rules Issue:#675 (#677) Fixed the typo in the Api keys * Add one-click MCP server installation for Cursor (#671) * Update README.md - Remove trailing commas (#673) JSON doesn't allow for trailing commas, so these need to be removed in order for this to work * chore: rc version bump * fix: findTasksPath function * fix: update MCP tool * feat(ui): replace emoji complexity indicators with clean filled circle characters Replace 🟢, 🟡, 🔴 emojis with ● character in getComplexityWithColor function Update corresponding unit tests to expect ● instead of emojis Improves UI continuity * fix(ai-providers): change generateObject mode from 'tool' to 'auto' for better provider compatibility Fixes Perplexity research role failing with 'tool-mode object generation' error The hardcoded 'tool' mode was incompatible with providers like Perplexity that support structured JSON output but not function calling/tool use Using 'auto' mode allows the AI SDK to choose the best approach for each provider * Adds qwen3-235n-a22b:free to supported models. Closes #687) * chore: adds a warning when custom openrouter model is a free model which suffers from lower rate limits, restricted context, and, worst of all, no access to tool_use. * refactor: enhance add-task fuzzy search and fix duplicate banner display - **Remove hardcoded category system** in add-task that always matched 'Task management' - **Eliminate arbitrary limits** in fuzzy search results (5→25 high relevance, 3→10 medium relevance, 8→20 detailed tasks) - **Improve semantic weighting** in Fuse.js search (details=3, description=2, title=1.5) for better relevance - **Fix duplicate banner issue** by removing console.clear() and redundant displayBanner() calls from UI functions - **Enhance context generation** to rely on semantic similarity rather than rigid pattern matching - **Preserve terminal history** to address GitHub issue #553 about eating terminal lines - **Remove displayBanner() calls** from: displayHelp, displayNextTask, displayTaskById, displayComplexityReport, set-task-status, clear-subtasks, dependency-manager functions The add-task system now provides truly relevant task context based on semantic similarity rather than arbitrary categories and limits, while maintaining a cleaner terminal experience. Changes span: add-task.js, ui.js, set-task-status.js, clear-subtasks.js, list-tasks.js, dependency-manager.js Closes #553 * chore: changeset * chore: passes tests and linting * chore: more linting * ninja(sync): add sync-readme command for GitHub README export with UTM tracking and professional markdown formatting. Experimental * chore: changeset adjustment * docs: Auto-update and format models.md * chore: updates readme with npm download badges and mentions AI Jason who is joining the taskmaster core team. * chore: fixes urls in readme npm packages * chore: fixes urls in readme npm packages again * fix: readme typo * readme: fix twitter urls. * readme: removes the taskmaster list output which is too overwhelming given its size with subtasks. may re-add later. fixes likely issues in the json for manual config in cursor and windsurf in the readme. * chore: small readme nitpicks * chore: adjusts changeset from minor to patch to avoid version bump to 0.17 * readme: moves up the documentation links higher up in the readme. same with the cursor one-click install. * Fix Cursor deeplink installation with copy-paste instructions (#723) * solve merge conflics with next. not gonna deal with these much longer. * chore: update task files during rebase * chore: task management * feat: implement research command with enhanced context gathering - Add comprehensive research command with AI-powered queries - Implement ContextGatherer utility for reusable context extraction - Support multiple context types: tasks, files, custom text, project tree - Add fuzzy search integration for automatic task discovery - Implement detailed token breakdown display with syntax highlighting - Add enhanced UI with boxed output and code block formatting - Support different detail levels (low, medium, high) for responses - Include project-specific context for more relevant AI responses - Add token counting with gpt-tokens library integration - Create reusable patterns for future context-aware commands - Task 94.4 completed * fix(move): adjusts logic to prevent an issue when moving from parent to subtask if the target parent has no subtasks. * fix(move-task): Fix critical bugs in task move functionality - Fixed parent-to-parent task moves where original task would remain as duplicate - Fixed moving tasks to become subtasks of empty parents (validation errors) - Fixed moving subtasks between different parent tasks - Improved comma-separated batch moves with proper error handling - Updated MCP tool to use core logic instead of custom implementation - Resolves task duplication issues and enables proper task hierarchy reorganization * chore: removes task004 chat that had like 11k lines lol. * feat(show): add comma-separated ID support for multi-task viewing - Enhanced get-task/show command to support comma-separated task IDs for efficient batch operations. - New features include multiple task retrieval, smart display logic, interactive action menu with batch operations, MCP array response for AI agent efficiency, and support for mixed parent tasks and subtasks. - Implementation includes updated CLI show command, enhanced MCP get_task tool, modified showTaskDirect function, and maintained full backward compatibility. - Documentation updated across all relevant files. Benefits include faster context gathering for AI agents, improved workflow with interactive batch operations, better UX with responsive layout, and enhanced API efficiency. * feat(research): Adds MCP tool for command - New MCP Tool: research tool enables AI-powered research with project context - Context Integration: Supports task IDs, file paths, custom context, and project tree - Fuzzy Task Discovery: Automatically finds relevant tasks using semantic search - Token Management: Detailed token counting and breakdown by context type - Multiple Detail Levels: Support for low, medium, and high detail research responses - Telemetry Integration: Full cost tracking and usage analytics - Direct Function: researchDirect with comprehensive parameter validation - Silent Mode: Prevents console output interference with MCP JSON responses - Error Handling: Robust error handling with proper MCP response formatting This completes subtasks 94.5 (Direct Function) and 94.6 (MCP Tool) for the research command implementation, providing a powerful research interface for integrated development environments like Cursor. Updated documentation across taskmaster.mdc, README.md, command-reference.md, examples.md, tutorial.md, and docs/README.md to highlight research capabilities and usage patterns. * chore: task management * fix(move): Fix move command bug that left duplicate tasks - Fixed logic in moveTaskToNewId function that was incorrectly treating task-to-task moves as subtask creation instead of task replacement - Updated moveTaskToNewId to properly handle replacing existing destination tasks instead of just placeholders - The move command now correctly replaces destination tasks and cleans up properly without leaving duplicates - Task Management: Moved task 93 (Google Vertex AI Provider) to position 88, Moved task 94 (Azure OpenAI Provider) to position 89, Updated task dependencies and regenerated task files, Cleaned up orphaned task files automatically - All important validations remain in place: Prevents moving tasks to themselves, Prevents moving parent tasks to their own subtasks, Prevents circular dependencies - Resolves the issue where moving tasks would leave both source and destination tasks in tasks.json and file system * chore: moves to new task master config setup * feat: add comma-separated status filtering to list-tasks - supports multiple statuses like 'blocked,deferred' with comprehensive test coverage and backward compatibility - also adjusts biome.json to stop bitching about templating. * chore: linting ffs * fix(generate): Fix generate command creating tasks in legacy location - Update generate command default output directory from 'tasks' to '.taskmaster/tasks' - Fix path.dirname() usage to properly derive output directory from tasks file location - Update MCP tool description and documentation to reflect new structure - Disable Biome linting rules for noUnusedTemplateLiteral and useArrowFunction - Fixes issue where generate command was creating task files in the old 'tasks/' directory instead of the new '.taskmaster/tasks/' structure after the refactor * chore: task management * chore: task management some more * fix(get-task): makes the projectRoot argument required to prevent errors when getting tasks. * feat(tags): Implement tagged task lists migration system (Part 1/2) This commit introduces the foundational infrastructure for tagged task lists, enabling multi-context task management without remote storage to prevent merge conflicts. CORE ARCHITECTURE: • Silent migration system transforms tasks.json from old format { "tasks": [...] } to new tagged format { "master": { "tasks": [...] } } • Tag resolution layer provides complete backward compatibility - existing code continues to work • Automatic configuration and state management for seamless user experience SILENT MIGRATION SYSTEM: • Automatic detection and migration of legacy tasks.json format • Complete project migration: tasks.json + config.json + state.json • Transparent tag resolution returns old format to maintain compatibility • Zero breaking changes - all existing functionality preserved CONFIGURATION MANAGEMENT: • Added global.defaultTag setting (defaults to 'master') • New tags section with gitIntegration placeholders for future features • Automatic config.json migration during first run • Proper state.json creation with migration tracking USER EXPERIENCE: • Clean, one-time FYI notice after migration (no emojis, professional styling) • Notice appears after 'Suggested Next Steps' and is tracked in state.json • Silent operation - users unaware migration occurred unless explicitly shown TECHNICAL IMPLEMENTATION: • Enhanced readJSON() with automatic migration detection and processing • New utility functions: getCurrentTag(), resolveTag(), getTasksForTag(), setTasksForTag() • Complete migration orchestration via performCompleteTagMigration() • Robust error handling and fallback mechanisms BACKWARD COMPATIBILITY: • 100% backward compatibility maintained • Existing CLI commands and MCP tools continue to work unchanged • Legacy tasks.json format automatically upgraded on first read • All existing workflows preserved TESTING VERIFIED: • Complete migration from legacy state works correctly • Config.json properly updated with tagged system settings • State.json created with correct initial values • Migration notice system functions as designed • All existing functionality continues to work normally Part 2 will implement tag management commands (add-tag, use-tag, list-tags) and MCP tool updates for full tagged task system functionality. Related: Task 103 - Implement Tagged Task Lists System for Multi-Context Task Management * docs: Update documentation and rules for tagged task lists system - Updated task-structure.md with comprehensive tagged format explanation - Updated all .cursor/rules/*.mdc files to reflect tagged system - Completed subtask 103.16: Update Documentation for Tagged Task Lists System * feat(mcp): Add tagInfo to responses and integrate ContextGatherer Enhances the MCP server to include 'tagInfo' (currentTag, availableTags) in all tool responses, providing better client-side context. - Introduces a new 'ContextGatherer' utility to standardize the collection of file, task, and project context for AI-powered commands. This refactors several task-manager modules ('expand-task', 'research', 'update-task', etc.) to use the new utility. - Fixes an issue in 'get-task' and 'get-tasks' MCP tools where the 'projectRoot' was not being passed correctly, preventing tag information from being included in their responses. - Adds subtask '103.17' to track the implementation of the task template importing feature. - Updates documentation ('.cursor/rules', 'docs/') to align with the new tagged task system and context gatherer logic. * fix: include tagInfo in AI service responses for MCP tools - Update all core functions that call AI services to extract and return tagInfo - Update all direct functions to include tagInfo in MCP response data - Fixes issue where add_task, expand_task, and other AI commands were not including current tag and available tags information - tagInfo includes currentTag from state.json and availableTags list - Ensures tagged task lists system information is properly propagated through the full chain: AI service -> core function -> direct function -> MCP client * fix(move-task): Update move functionality for tagged task system compatibility - incorporate GitHub commit fixes and resolve readJSON data handling * feat(tagged-tasks): Complete core tag management system implementation - Implements comprehensive tagged task lists system for multi-context task management including core tag management functions (Task 103.11), MCP integration updates, and foundational infrastructure for tagged task operations. Features tag CRUD operations, validation, metadata tracking, deep task copying, and full backward compatibility. * fix(core): Fixed move-task.js writing _rawTaggedData directly, updated writeJSON to filter tag fields, fixed CLI move command missing projectRoot, added ensureTagMetadata utility * fix(tasks): ensure list tasks triggers silent migration if necessary. * feat(tags): Complete show and add-task command tag support - show command: Added --tag flag, fixed projectRoot passing to UI functions - add-task command: Already had proper tag support and projectRoot handling - Both commands now work correctly with tagged task lists system - Migration logic works properly when viewing and adding tasks - Updated subtask 103.5 with progress on high-priority command fixes * fix(tags): Clean up rogue created properties and fix taskCount calculation - Enhanced writeJSON to automatically filter rogue created/description properties from tag objects - Fixed tags command error by making taskCount calculation dynamic instead of hardcoded - Cleaned up existing rogue created property in master tag through forced write operation - All created properties now properly located in metadata objects only - Tags command working perfectly with proper task count display - Data integrity maintained with automatic cleanup during write operations * fix(tags): Resolve critical tag deletion and migration notice bugs Major Issues Fixed: 1. Tag Deletion Bug: Fixed critical issue where creating subtasks would delete other tags - Root cause: writeJSON function wasn't accepting projectRoot/tag parameters - Fixed writeJSON signature and logic to handle tagged data structure - Added proper merging of resolved tag data back into full tagged structure 2. Persistent Migration Notice: Fixed FYI notice showing after every command - Root cause: markMigrationForNotice was resetting migrationNoticeShown to false - Fixed migration logic to only trigger on actual legacy->tagged migrations - Added proper _rawTaggedData checks to prevent false migration detection 3. Data Corruption Prevention: Enhanced data integrity safeguards - Fixed writeJSON to filter out internal properties - Added automatic cleanup of rogue properties - Improved hasTaggedStructure detection logic Commands Fixed: add-subtask, remove-subtask, and all commands now preserve tags correctly * fix(tags): Resolve tag deletion bug in remove-task command Refactored the core 'removeTask' function to be fully tag-aware, preventing data corruption. - The function now correctly reads the full tagged data structure by prioritizing '_rawTaggedData' instead of operating on a resolved single-tag view. - All subsequent operations (task removal, dependency cleanup, file writing) now correctly reference the full multi-tag data object, preserving the integrity of 'tasks.json'. - This resolves the critical bug where removing a task would delete all other tags. * fix(tasks): Ensure new task IDs are sequential within the target tag Modified the ID generation logic in 'add-task.js' to calculate the next task ID based on the highest ID within the specified tag, rather than globally across all tags. This fixes a critical bug where creating a task in a new tag would result in a high, non-sequential ID, such as ID 105 for the first task in a tag. * fix(commands): Add missing context parameters to dependency and remove-subtask commands - Add projectRoot and tag context to all dependency commands - Add projectRoot and tag context to remove-subtask command - Add --tag option to remove-subtask command - Fixes critical bug where remove-subtask was deleting other tags due to missing context - All dependency and subtask commands now properly handle tagged task lists * feat(tags): Add --tag flag support to core commands for multi-context task management - parse-prd now supports creating tasks in specific contexts - Fixed tag preservation logic to prevent data loss - analyze-complexity generates tag-specific reports - Non-existent tags created automatically - Enables rapid prototyping and parallel development workflows * feat(tags): Complete tagged task lists system with enhanced use-tag command - Multi-context task management with full CLI support - Enhanced use-tag command shows next available task after switching - Universal --tag flag support across all commands - Seamless migration with zero disruption - Complete tag management suite (add, delete, rename, copy, list) - Smart confirmation logic and data integrity protection - State management and configuration integration - Real-world use cases for teams, features, and releases * feat(tags): Complete tag support for remaining CLI commands - Add --tag flag to update, move, and set-status commands - Ensure all task operation commands now support tag context - Fix missing tag context passing to core functions - Complete comprehensive tag-aware command coverage * feat(ui): add tag indicator to all CLI commands - shows 🏷️ tag: tagname for complete context visibility across 15+ commands * fix(ui): resolve dependency 'Not found' issue when filtering - now correctly displays dependencies that exist but are filtered out of view * feat(research): Add comprehensive AI-powered research command with interactive follow-ups, save functionality, intelligent context gathering, fuzzy task discovery, multi-source context support, enhanced display with syntax highlighting, clean inquirer menus, comprehensive help, and MCP integration with saveTo parameter * feat(tags): Implement full MCP support for Tagged Task Lists and update-task append mode * chore: task management * feat(research): Enhance research command with follow-up menu, save functionality, and fix ContextGatherer token counting * feat(git-workflow): Add automatic git branch-tag integration - Implement automatic tag creation when switching to new git branches - Add branch-tag mapping system for seamless context switching - Enable auto-switch of task contexts based on current git branch - Provide isolated task contexts per branch to prevent merge conflicts - Add configuration support for enabling/disabling git workflow features - Fix ES module compatibility issues in git-utils module - Maintain zero migration impact with automatic 'master' tag creation - Support parallel development with branch-specific task contexts The git workflow system automatically detects branch changes and creates corresponding empty task tags, enabling developers to maintain separate task contexts for different features/branches while preventing task-related merge conflicts during collaborative development. Resolves git workflow integration requirements for multi-context development. * feat(git-workflow): Simplify git integration with --from-branch option - Remove automatic git workflow and branch-tag switching - we are not ready for it yet - Add --from-branch option to add-tag command for manual tag creation from git branch - Remove git workflow configuration from config.json and assets - Disable automatic tag switching functions in git-utils.js - Add createTagFromBranch function for branch-based tag creation - Support both CLI and MCP interfaces for --from-branch functionality - Fix ES module imports in git-utils.js and utils.js - Maintain user control over tag contexts without forced automation The simplified approach allows users to create tags from their current git branch when desired, without the complexity and rigidity of automatic branch-tag synchronization. Users maintain full control over their tag contexts while having convenient tools for git-based workflows when needed. * docs: Update rule files to reflect simplified git integration approach - Remove automatic git workflow features, update to manual --from-branch option, change Part 2 references to completed status * fix(commands): Fix add-tag --from-branch requiring tagName argument - Made tagName optional when using --from-branch - Added validation for either tagName or --from-branch - Fixes 'missing required argument' error with --from-branch option * fix(mcp): Prevent tag deletion on subtask update Adds a safety net to the writeJSON utility to prevent data loss when updating subtasks via the MCP server. The MCP process was inadvertently causing the _rawTaggedData property, which holds the complete multi-tag structure, to be lost. When writeJSON received the data for only a single tag, it would overwrite the entire tasks.json file, deleting all other tags. This fix makes writeJSON more robust. If it receives data that looks like a single, resolved tag without the complete structure, it re-reads the full tasks.json file from disk. It then carefully merges the updated data back into the correct tag within the full structure, preserving all other tags. * fix: resolve all remaining test failures and improve test reliability - Fix clear-subtasks test by implementing deep copy of mock data to prevent mutation issues between tests - Fix add-task test by uncommenting and properly configuring generateTaskFiles call with correct parameters - Fix analyze-task-complexity tests by properly mocking fs.writeFileSync with shared mock function - Update test expectations to match actual function signatures and data structures - Improve mock setup consistency across all test suites - Ensure all tests now pass (329 total: 318 passed, 11 skipped, 0 failed) * chore: task management --------- Co-authored-by: Eyal Toledano <eyal@microangel.so> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Ibrahim H. <bitsnaps@yahoo.fr> Co-authored-by: Saksham Goel <sakshamgoel1107@gmail.com> Co-authored-by: Joe Danziger <joe@ticc.net> Co-authored-by: Aaron Gabriel Neyer <ag@unforced.org>
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321 lines
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---
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description: Describes the high-level architecture of the Task Master CLI application.
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globs: scripts/modules/*.js
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alwaysApply: false
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---
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# Application Architecture Overview
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- **Modular Structure**: The Task Master CLI is built using a modular architecture, with distinct modules responsible for different aspects of the application. This promotes separation of concerns, maintainability, and testability.
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- **Main Modules and Responsibilities**:
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- **[`commands.js`](mdc:scripts/modules/commands.js): Command Handling**
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- **Purpose**: Defines and registers all CLI commands using Commander.js.
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- **Responsibilities** (See also: [`commands.mdc`](mdc:.cursor/rules/commands.mdc)):
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- Parses command-line arguments and options.
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- Invokes appropriate core logic functions from `scripts/modules/`.
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- Handles user input/output for CLI.
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- Implements CLI-specific validation.
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- **[`task-manager.js`](mdc:scripts/modules/task-manager.js) & `task-manager/` directory: Task Data & Core Logic**
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- **Purpose**: Contains core functions for task data manipulation (CRUD), AI interactions, and related logic.
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- **Responsibilities**:
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- Reading/writing `tasks.json` with tagged task lists support.
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- Implementing functions for task CRUD, parsing PRDs, expanding tasks, updating status, etc.
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- **Tagged Task Lists**: Handles task organization across multiple contexts (tags) like "master", branch names, or project phases.
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- **Tag Resolution**: Provides backward compatibility by resolving tagged format to legacy format transparently.
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- **Delegating AI interactions** to the `ai-services-unified.js` layer.
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- Accessing non-AI configuration via `config-manager.js` getters.
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- **Key Files**: Individual files within `scripts/modules/task-manager/` handle specific actions (e.g., `add-task.js`, `expand-task.js`).
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- **[`dependency-manager.js`](mdc:scripts/modules/dependency-manager.js): Dependency Management**
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- **Purpose**: Manages task dependencies.
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- **Responsibilities**: Add/remove/validate/fix dependencies across tagged task contexts.
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- **[`ui.js`](mdc:scripts/modules/ui.js): User Interface Components**
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- **Purpose**: Handles CLI output formatting (tables, colors, boxes, spinners).
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- **Responsibilities**: Displaying tasks, reports, progress, suggestions, and migration notices for tagged systems.
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- **[`ai-services-unified.js`](mdc:scripts/modules/ai-services-unified.js): Unified AI Service Layer**
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- **Purpose**: Centralized interface for all LLM interactions using Vercel AI SDK.
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- **Responsibilities** (See also: [`ai_services.mdc`](mdc:.cursor/rules/ai_services.mdc)):
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- Exports `generateTextService`, `generateObjectService`.
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- Handles provider/model selection based on `role` and `.taskmasterconfig`.
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- Resolves API keys (from `.env` or `session.env`).
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- Implements fallback and retry logic.
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- Orchestrates calls to provider-specific implementations (`src/ai-providers/`).
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- Telemetry data generated by the AI service layer is propagated upwards through core logic, direct functions, and MCP tools. See [`telemetry.mdc`](mdc:.cursor/rules/telemetry.mdc) for the detailed integration pattern.
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- **[`src/ai-providers/*.js`](mdc:src/ai-providers/): Provider-Specific Implementations**
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- **Purpose**: Provider-specific wrappers for Vercel AI SDK functions.
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- **Responsibilities**: Interact directly with Vercel AI SDK adapters.
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- **[`config-manager.js`](mdc:scripts/modules/config-manager.js): Configuration Management**
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- **Purpose**: Loads, validates, and provides access to configuration.
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- **Responsibilities** (See also: [`utilities.mdc`](mdc:.cursor/rules/utilities.mdc)):
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- Reads and merges `.taskmasterconfig` with defaults.
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- Provides getters (e.g., `getMainProvider`, `getLogLevel`, `getDefaultSubtasks`) for accessing settings.
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- **Tag Configuration**: Manages `global.defaultTag` and `tags` section for tag system settings.
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- **Note**: Does **not** store or directly handle API keys (keys are in `.env` or MCP `session.env`).
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- **[`utils.js`](mdc:scripts/modules/utils.js): Core Utility Functions**
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- **Purpose**: Low-level, reusable CLI utilities.
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- **Responsibilities** (See also: [`utilities.mdc`](mdc:.cursor/rules/utilities.mdc)):
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- Logging (`log` function), File I/O (`readJSON`, `writeJSON`), String utils (`truncate`).
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- Task utils (`findTaskById`), Dependency utils (`findCycles`).
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- API Key Resolution (`resolveEnvVariable`).
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- Silent Mode Control (`enableSilentMode`, `disableSilentMode`).
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- **Tagged Task Lists**: Silent migration system, tag resolution, current tag management.
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- **Migration System**: `performCompleteTagMigration`, `migrateConfigJson`, `createStateJson`.
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- **[`mcp-server/`](mdc:mcp-server/): MCP Server Integration**
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- **Purpose**: Provides MCP interface using FastMCP.
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- **Responsibilities** (See also: [`mcp.mdc`](mdc:.cursor/rules/mcp.mdc)):
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- Registers tools (`mcp-server/src/tools/*.js`). Tool `execute` methods **should be wrapped** with the `withNormalizedProjectRoot` HOF (from `tools/utils.js`) to ensure consistent path handling.
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- The HOF provides a normalized `args.projectRoot` to the `execute` method.
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- Tool `execute` methods call **direct function wrappers** (`mcp-server/src/core/direct-functions/*.js`), passing the normalized `projectRoot` and other args.
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- Direct functions use path utilities (`mcp-server/src/core/utils/`) to resolve paths based on `projectRoot` from session.
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- Direct functions implement silent mode, logger wrappers, and call core logic functions from `scripts/modules/`.
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- **Tagged Task Lists**: MCP tools fully support the tagged format with complete tag management capabilities.
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- Manages MCP caching and response formatting.
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- **[`init.js`](mdc:scripts/init.js): Project Initialization Logic**
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- **Purpose**: Sets up new Task Master project structure.
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- **Responsibilities**: Creates directories, copies templates, manages `package.json`, sets up `.cursor/mcp.json`, initializes state.json for tagged system.
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## Tagged Task Lists System Architecture
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**Data Structure**: Task Master now uses a tagged task lists system where the `tasks.json` file contains multiple named task lists as top-level keys:
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```json
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{
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"master": {
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"tasks": [/* standard task objects */]
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},
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"feature-branch": {
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"tasks": [/* separate task context */]
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}
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}
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```
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**Key Components:**
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- **Silent Migration**: Automatically transforms legacy `{"tasks": [...]}` format to tagged format `{"master": {"tasks": [...]}}` on first read
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- **Tag Resolution Layer**: Provides 100% backward compatibility by intercepting tagged format and returning legacy format to existing code
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- **Configuration Integration**: `global.defaultTag` and `tags` section in config.json manage tag system settings
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- **State Management**: `.taskmaster/state.json` tracks current tag, migration status, and tag-branch mappings
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- **Migration Notice**: User-friendly notification system for seamless migration experience
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**Backward Compatibility**: All existing CLI commands and MCP tools continue to work unchanged. The tag resolution layer ensures that existing code receives the expected legacy format while the underlying storage uses the new tagged structure.
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- **Data Flow and Module Dependencies (Updated)**:
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- **CLI**: `bin/task-master.js` -> `scripts/dev.js` (loads `.env`) -> `scripts/modules/commands.js` -> Core Logic (`scripts/modules/*`) -> **Tag Resolution Layer** -> Unified AI Service (`ai-services-unified.js`) -> Provider Adapters -> LLM API.
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- **MCP**: External Tool -> `mcp-server/server.js` -> Tool (`mcp-server/src/tools/*`) -> Direct Function (`mcp-server/src/core/direct-functions/*`) -> Core Logic (`scripts/modules/*`) -> **Tag Resolution Layer** -> Unified AI Service (`ai-services-unified.js`) -> Provider Adapters -> LLM API.
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- **Configuration**: Core logic needing non-AI settings calls `config-manager.js` getters (passing `session.env` via `explicitRoot` if from MCP). Unified AI Service internally calls `config-manager.js` getters (using `role`) for AI params and `utils.js` (`resolveEnvVariable` with `session.env`) for API keys.
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## Silent Mode Implementation Pattern in MCP Direct Functions
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Direct functions (the `*Direct` functions in `mcp-server/src/core/direct-functions/`) need to carefully implement silent mode to prevent console logs from interfering with the structured JSON responses required by MCP. This involves both using `enableSilentMode`/`disableSilentMode` around core function calls AND passing the MCP logger via the standard wrapper pattern (see mcp.mdc). Here's the standard pattern for correct implementation:
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1. **Import Silent Mode Utilities**:
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```javascript
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import { enableSilentMode, disableSilentMode, isSilentMode } from '../../../../scripts/modules/utils.js';
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```
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2. **Parameter Matching with Core Functions**:
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- ✅ **DO**: Ensure direct function parameters match the core function parameters
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- ✅ **DO**: Check the original core function signature before implementing
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- ❌ **DON'T**: Add parameters to direct functions that don't exist in core functions
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```javascript
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// Example: Core function signature
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// async function expandTask(tasksPath, taskId, numSubtasks, useResearch, additionalContext, options)
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// Direct function implementation - extract only parameters that exist in core
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export async function expandTaskDirect(args, log, context = {}) {
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// Extract parameters that match the core function
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const taskId = parseInt(args.id, 10);
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const numSubtasks = args.num ? parseInt(args.num, 10) : undefined;
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const useResearch = args.research === true;
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const additionalContext = args.prompt || '';
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// Later pass these parameters in the correct order to the core function
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const result = await expandTask(
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tasksPath,
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taskId,
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numSubtasks,
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useResearch,
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additionalContext,
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{ mcpLog: log, session: context.session }
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);
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}
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```
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3. **Checking Silent Mode State**:
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- ✅ **DO**: Always use `isSilentMode()` function to check current status
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- ❌ **DON'T**: Directly access the global `silentMode` variable or `global.silentMode`
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```javascript
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// CORRECT: Use the function to check current state
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if (!isSilentMode()) {
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// Only create a loading indicator if not in silent mode
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loadingIndicator = startLoadingIndicator('Processing...');
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}
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// INCORRECT: Don't access global variables directly
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if (!silentMode) { // ❌ WRONG
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loadingIndicator = startLoadingIndicator('Processing...');
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}
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```
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4. **Wrapping Core Function Calls**:
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- ✅ **DO**: Use a try/finally block pattern to ensure silent mode is always restored
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- ✅ **DO**: Enable silent mode before calling core functions that produce console output
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- ✅ **DO**: Disable silent mode in a finally block to ensure it runs even if errors occur
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- ❌ **DON'T**: Enable silent mode without ensuring it gets disabled
|
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```javascript
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export async function someDirectFunction(args, log) {
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try {
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// Argument preparation
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const tasksPath = findTasksJsonPath(args, log);
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const someArg = args.someArg;
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// Enable silent mode to prevent console logs
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enableSilentMode();
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try {
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// Call core function which might produce console output
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const result = await someCoreFunction(tasksPath, someArg);
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|
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// Return standardized result object
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return {
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success: true,
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data: result,
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fromCache: false
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};
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} finally {
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// ALWAYS disable silent mode in finally block
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|
disableSilentMode();
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}
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} catch (error) {
|
|
// Standard error handling
|
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log.error(`Error in direct function: ${error.message}`);
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return {
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success: false,
|
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error: { code: 'OPERATION_ERROR', message: error.message },
|
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fromCache: false
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|
};
|
|
}
|
|
}
|
|
```
|
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|
|
5. **Mixed Parameter and Global Silent Mode Handling**:
|
|
- For functions that need to handle both a passed `silentMode` parameter and check global state:
|
|
```javascript
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// Check both the function parameter and global state
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const isSilent = options.silentMode || (typeof options.silentMode === 'undefined' && isSilentMode());
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|
|
|
if (!isSilent) {
|
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console.log('Operation starting...');
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|
}
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```
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By following these patterns consistently, direct functions will properly manage console output suppression while ensuring that silent mode is always properly reset, even when errors occur. This creates a more robust system that helps prevent unexpected silent mode states that could cause logging problems in subsequent operations.
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|
|
- **Testing Architecture**:
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|
|
- **Test Organization Structure** (See also: [`tests.mdc`](mdc:.cursor/rules/tests.mdc)):
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- **Unit Tests**: Located in `tests/unit/`, reflect the module structure with one test file per module
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- **Integration Tests**: Located in `tests/integration/`, test interactions between modules
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- **End-to-End Tests**: Located in `tests/e2e/`, test complete workflows from a user perspective
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- **Test Fixtures**: Located in `tests/fixtures/`, provide reusable test data
|
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- **Tagged System Tests**: Test migration, tag resolution, and multi-context functionality
|
|
|
|
- **Module Design for Testability**:
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|
- **Explicit Dependencies**: Functions accept their dependencies as parameters rather than using globals
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|
- **Functional Style**: Pure functions with minimal side effects make testing deterministic
|
|
- **Separate Logic from I/O**: Core business logic is separated from file system operations
|
|
- **Clear Module Interfaces**: Each module has well-defined exports that can be mocked in tests
|
|
- **Callback Isolation**: Callbacks are defined as separate functions for easier testing
|
|
- **Stateless Design**: Modules avoid maintaining internal state where possible
|
|
- **Tag Resolution Testing**: Test both tagged and legacy format handling
|
|
|
|
- **Mock Integration Patterns**:
|
|
- **External Libraries**: Libraries like `fs`, `commander`, and `@anthropic-ai/sdk` are mocked at module level
|
|
- **Internal Modules**: Application modules are mocked with appropriate spy functions
|
|
- **Testing Function Callbacks**: Callbacks are extracted from mock call arguments and tested in isolation
|
|
- **UI Elements**: Output functions from `ui.js` are mocked to verify display calls
|
|
- **Tagged Data Mocking**: Test both legacy and tagged task data structures
|
|
|
|
- **Testing Flow**:
|
|
- Module dependencies are mocked (following Jest's hoisting behavior)
|
|
- Test modules are imported after mocks are established
|
|
- Spy functions are set up on module methods
|
|
- Tests call the functions under test and verify behavior
|
|
- Mocks are reset between test cases to maintain isolation
|
|
- Tagged system behavior is tested for both migration and normal operation
|
|
|
|
- **Benefits of this Architecture**:
|
|
|
|
- **Maintainability**: Modules are self-contained and focused, making it easier to understand, modify, and debug specific features.
|
|
- **Testability**: Each module can be tested in isolation (unit testing), and interactions between modules can be tested (integration testing).
|
|
- **Mocking Support**: The clear dependency boundaries make mocking straightforward
|
|
- **Test Isolation**: Each component can be tested without affecting others
|
|
- **Callback Testing**: Function callbacks can be extracted and tested independently
|
|
- **Multi-Context Testing**: Tagged system enables testing different task contexts independently
|
|
- **Reusability**: Utility functions and UI components can be reused across different parts of the application.
|
|
- **Scalability**: New features can be added as new modules or by extending existing ones without significantly impacting other parts of the application.
|
|
- **Multi-Context Support**: Tagged task lists enable working across different contexts (branches, environments, phases) without conflicts.
|
|
- **Backward Compatibility**: Seamless migration and tag resolution ensure existing workflows continue unchanged.
|
|
- **Clarity**: The modular structure provides a clear separation of concerns, making the codebase easier to navigate and understand for developers.
|
|
|
|
This architectural overview should help AI models understand the structure and organization of the Task Master CLI codebase, enabling them to more effectively assist with code generation, modification, and understanding.
|
|
|
|
## Implementing MCP Support for a Command
|
|
|
|
Follow these steps to add MCP support for an existing Task Master command (see [`new_features.mdc`](mdc:.cursor/rules/new_features.mdc) for more detail):
|
|
|
|
1. **Ensure Core Logic Exists**: Verify the core functionality is implemented and exported from the relevant module in `scripts/modules/`.
|
|
|
|
2. **Create Direct Function File in `mcp-server/src/core/direct-functions/`:**
|
|
- Create a new file (e.g., `your-command.js`) using **kebab-case** naming.
|
|
- Import necessary core functions, **`findTasksJsonPath` from `../utils/path-utils.js`**, and **silent mode utilities**.
|
|
- Implement `async function yourCommandDirect(args, log)` using **camelCase** with `Direct` suffix:
|
|
- **Path Resolution**: Obtain the tasks file path using `const tasksPath = findTasksJsonPath(args, log);`. This relies on `args.projectRoot` being provided.
|
|
- Parse other `args` and perform necessary validation.
|
|
- **Implement Silent Mode**: Wrap core function calls with `enableSilentMode()` and `disableSilentMode()`.
|
|
- Implement caching with `getCachedOrExecute` if applicable.
|
|
- Call core logic.
|
|
- Return `{ success: true/false, data/error, fromCache: boolean }`.
|
|
- Export the wrapper function.
|
|
- **Note**: Tag-aware MCP tools are fully implemented with complete tag management support.
|
|
|
|
3. **Update `task-master-core.js` with Import/Export**: Add imports/exports for the new `*Direct` function.
|
|
|
|
4. **Create MCP Tool (`mcp-server/src/tools/`)**:
|
|
- Create a new file (e.g., `your-command.js`) using **kebab-case**.
|
|
- Import `zod`, `handleApiResult`, **`getProjectRootFromSession`**, and your `yourCommandDirect` function.
|
|
- Implement `registerYourCommandTool(server)`.
|
|
- **Define parameters, making `projectRoot` optional**: `projectRoot: z.string().optional().describe(...)`.
|
|
- Consider if this operation should run in the background using `AsyncOperationManager`.
|
|
- Implement the standard `execute` method:
|
|
- Get `rootFolder` using `getProjectRootFromSession` (with fallback to `args.projectRoot`).
|
|
- Call `yourCommandDirect({ ...args, projectRoot: rootFolder }, log)` or use `asyncOperationManager.addOperation`.
|
|
- Pass the result to `handleApiResult`.
|
|
|
|
5. **Register Tool**: Import and call `registerYourCommandTool` in `mcp-server/src/tools/index.js`.
|
|
|
|
6. **Update `mcp.json`**: Add the new tool definition.
|
|
|
|
## Project Initialization
|
|
|
|
The `initialize_project` command provides a way to set up a new Task Master project:
|
|
|
|
- **CLI Command**: `task-master init`
|
|
- **MCP Tool**: `initialize_project`
|
|
- **Functionality**:
|
|
- Creates necessary directories and files for a new project
|
|
- Sets up `tasks.json` with tagged structure and initial task files
|
|
- Configures project metadata (name, description, version)
|
|
- Initializes state.json for tag system
|
|
- Handles shell alias creation if requested
|
|
- Works in both interactive and non-interactive modes |