Files
claude-task-master/.cursor/rules/architecture.mdc
Eyal Toledano b3b424be93 refactor(ai): Implement unified AI service layer and fix subtask update
- Unified Service: Introduced 'scripts/modules/ai-services-unified.js' to centralize AI interactions using provider modules ('src/ai-providers/') and the Vercel AI SDK.

- Provider Modules: Implemented 'anthropic.js' and 'perplexity.js' wrappers for Vercel SDK.

- 'updateSubtaskById' Fix: Refactored the AI call within 'updateSubtaskById' to use 'generateTextService' from the unified layer, resolving runtime errors related to parameter passing and streaming. This serves as the pattern for refactoring other AI calls in 'scripts/modules/task-manager/'.

- Task Status: Marked Subtask 61.19 as 'done'.

- Rules: Added new 'ai-services.mdc' rule.

This centralizes AI logic, replacing previous direct SDK calls and custom implementations. API keys are resolved via 'resolveEnvVariable' within the service layer. The refactoring of 'updateSubtaskById' establishes the standard approach for migrating other AI-dependent functions in the task manager module to use the unified service.

Relates to Task 61.
2025-04-22 02:42:04 -04:00

385 lines
28 KiB
Plaintext

---
description: Describes the high-level architecture of the Task Master CLI application.
globs: scripts/modules/*.js
alwaysApply: false
---
# Application Architecture Overview
- **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.
- **Main Modules and Responsibilities**:
- **[`commands.js`](mdc:scripts/modules/commands.js): Command Handling**
- **Purpose**: Defines and registers all CLI commands using Commander.js.
- **Responsibilities** (See also: [`commands.mdc`](mdc:.cursor/rules/commands.mdc)):
- Parses command-line arguments and options.
- Invokes appropriate functions from other modules to execute commands (e.g., calls `initializeProject` from `init.js` for the `init` command).
- Handles user input and output related to command execution.
- Implements input validation and error handling for CLI commands.
- **Key Components**:
- `programInstance` (Commander.js `Command` instance): Manages command definitions.
- `registerCommands(programInstance)`: Function to register all application commands.
- Command action handlers: Functions executed when a specific command is invoked, delegating to core modules.
- **[`task-manager.js`](mdc:scripts/modules/task-manager.js): Task Data Management**
- **Purpose**: Manages task data, including loading, saving, creating, updating, deleting, and querying tasks.
- **Responsibilities**:
- Reads and writes task data to `tasks.json` file.
- Implements functions for task CRUD operations (Create, Read, Update, Delete).
- Handles task parsing from PRD documents using AI.
- Manages task expansion and subtask generation.
- Updates task statuses and properties.
- Implements task listing and display logic.
- Performs task complexity analysis using AI.
- **Key Functions**:
- `readTasks(tasksPath)` / `writeTasks(tasksPath, tasksData)`: Load and save task data.
- `parsePRD(prdFilePath, outputPath, numTasks)`: Parses PRD document to create tasks.
- `expandTask(taskId, numSubtasks, useResearch, prompt, force)`: Expands a task into subtasks.
- `setTaskStatus(tasksPath, taskIdInput, newStatus)`: Updates task status.
- `listTasks(tasksPath, statusFilter, withSubtasks)`: Lists tasks with filtering and subtask display options.
- `analyzeComplexity(tasksPath, reportPath, useResearch, thresholdScore)`: Analyzes task complexity.
- **[`dependency-manager.js`](mdc:scripts/modules/dependency-manager.js): Dependency Management**
- **Purpose**: Manages task dependencies, including adding, removing, validating, and fixing dependency relationships.
- **Responsibilities**:
- Adds and removes task dependencies.
- Validates dependency relationships to prevent circular dependencies and invalid references.
- Fixes invalid dependencies by removing non-existent or self-referential dependencies.
- Provides functions to check for circular dependencies.
- **Key Functions**:
- `addDependency(tasksPath, taskId, dependencyId)`: Adds a dependency between tasks.
- `removeDependency(tasksPath, taskId, dependencyId)`: Removes a dependency.
- `validateDependencies(tasksPath)`: Validates task dependencies.
- `fixDependencies(tasksPath)`: Fixes invalid task dependencies.
- `isCircularDependency(tasks, taskId, dependencyChain)`: Detects circular dependencies.
- **[`ui.js`](mdc:scripts/modules/ui.js): User Interface Components**
- **Purpose**: Handles all user interface elements, including displaying information, formatting output, and providing user feedback.
- **Responsibilities**:
- Displays task lists, task details, and command outputs in a formatted way.
- Uses `chalk` for colored output and `boxen` for boxed messages.
- Implements table display using `cli-table3`.
- Shows loading indicators using `ora`.
- Provides helper functions for status formatting, dependency display, and progress reporting.
- Suggests next actions to the user after command execution.
- **Key Functions**:
- `displayTaskList(tasks, statusFilter, withSubtasks)`: Displays a list of tasks in a table.
- `displayTaskDetails(task)`: Displays detailed information for a single task.
- `displayComplexityReport(reportPath)`: Displays the task complexity report.
- `startLoadingIndicator(message)` / `stopLoadingIndicator(indicator)`: Manages loading indicators.
- `getStatusWithColor(status)`: Returns status string with color formatting.
- `formatDependenciesWithStatus(dependencies, allTasks, inTable)`: Formats dependency list with status indicators.
- **[`ai-services-unified.js`](mdc:scripts/modules/ai-services-unified.js): Unified AI Service Layer**
- **Purpose**: Provides a centralized interface for interacting with various Large Language Models (LLMs) using the Vercel AI SDK.
- **Responsibilities** (See also: [`ai_services.mdc`](mdc:.cursor/rules/ai_services.mdc)):
- Exports primary functions (`generateTextService`, `streamTextService`, `generateObjectService`) for core modules to use.
- Implements provider selection logic based on configuration roles (`main`, `research`, `fallback`) retrieved from [`config-manager.js`](mdc:scripts/modules/config-manager.js).
- Manages API key resolution (via [`utils.js`](mdc:scripts/modules/utils.js)) from environment or MCP session.
- Handles fallback sequences between configured providers.
- Implements retry logic for specific API errors.
- Constructs the `messages` array format required by the Vercel AI SDK.
- Delegates actual API calls to provider-specific implementation modules.
- **Key Components**:
- `_unifiedServiceRunner`: Core logic for provider selection, fallback, and retries.
- `PROVIDER_FUNCTIONS`: Map linking provider names to their implementation functions.
- `generateTextService`, `streamTextService`, `generateObjectService`: Exported functions.
- **[`src/ai-providers/*.js`](mdc:src/ai-providers/): Provider-Specific Implementations**
- **Purpose**: Contains the wrapper code for interacting with specific LLM providers via the Vercel AI SDK.
- **Responsibilities** (See also: [`ai_services.mdc`](mdc:.cursor/rules/ai_services.mdc)):
- Imports Vercel AI SDK provider adapters (e.g., `@ai-sdk/anthropic`).
- Implements standardized functions (e.g., `generateAnthropicText`, `streamAnthropicText`) that wrap the core Vercel AI SDK functions (`generateText`, `streamText`).
- Accepts standardized parameters (`apiKey`, `modelId`, `messages`, etc.) from `ai-services-unified.js`.
- Returns results in the format expected by `ai-services-unified.js`.
- **[`config-manager.js`](mdc:scripts/modules/config-manager.js): Configuration Management**
- **Purpose**: Manages loading, validation, and access to configuration settings, primarily from `.taskmasterconfig`.
- **Responsibilities** (See also: [`utilities.mdc`](mdc:.cursor/rules/utilities.mdc)):
- Reads and parses the `.taskmasterconfig` file.
- Merges file configuration with default values.
- Provides getters for accessing specific configuration values (e.g., `getMainProvider()`, `getMainModelId()`, `getParametersForRole()`, `getLogLevel()`).
- **Note**: Does *not* handle API key storage (keys are in `.env` or MCP `session.env`).
- **Key Components**:
- `getConfig()`: Loads and returns the merged configuration object.
- Role-specific getters (e.g., `getMainProvider`, `getMainModelId`, `getMainMaxTokens`).
- Global setting getters (e.g., `getLogLevel`, `getDebugFlag`).
- **[`utils.js`](mdc:scripts/modules/utils.js): Core Utility Functions**
- **Purpose**: Provides low-level, reusable utility functions used across the **CLI application**. **Note:** Configuration management is now handled by [`config-manager.js`](mdc:scripts/modules/config-manager.js).
- **Responsibilities** (See also: [`utilities.mdc`](mdc:.cursor/rules/utilities.mdc)):
- Implements logging utility with different log levels and output formatting.
- Provides file system operation utilities (read/write JSON files).
- Includes string manipulation utilities (e.g., `truncate`, `sanitizePrompt`).
- Offers task-specific utility functions (e.g., `formatTaskId`, `findTaskById`, `taskExists`).
- Implements graph algorithms like cycle detection for dependency management.
- Provides API Key resolution logic (`resolveEnvVariable`) used by `config-manager.js`.
- **Silent Mode Control**: Provides `enableSilentMode` and `disableSilentMode` functions to control log output.
- **Key Components**:
- `log(level, ...args)`: Logging function.
- `readJSON(filepath)` / `writeJSON(filepath, data)`: File I/O utilities for JSON files.
- `truncate(text, maxLength)`: String truncation utility.
- `formatTaskId(id)` / `findTaskById(tasks, taskId)`: Task ID and search utilities.
- `findCycles(subtaskId, dependencyMap)`: Cycle detection algorithm.
- `enableSilentMode()` / `disableSilentMode()`: Control console logging output.
- `resolveEnvVariable(key, session)`: Resolves environment variables (primarily API keys) from `process.env` and `session.env`.
- **[`mcp-server/`](mdc:mcp-server/): MCP Server Integration**
- **Purpose**: Provides an MCP (Model Context Protocol) interface for Task Master, allowing integration with external tools like Cursor. Uses FastMCP framework.
- **Responsibilities** (See also: [`mcp.mdc`](mdc:.cursor/rules/mcp.mdc)):
- Registers Task Master functionalities as tools consumable via MCP.
- Handles MCP requests via tool `execute` methods defined in `mcp-server/src/tools/*.js`.
- Tool `execute` methods call corresponding **direct function wrappers**.
- Tool `execute` methods use `getProjectRootFromSession` (from [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js)) to determine the project root from the client session and pass it to the direct function.
- **Direct function wrappers (`*Direct` functions in `mcp-server/src/core/direct-functions/*.js`) contain the main logic for handling MCP requests**, including path resolution, argument validation, caching, and calling core Task Master functions.
- Direct functions use `findTasksJsonPath` (from [`core/utils/path-utils.js`](mdc:mcp-server/src/core/utils/path-utils.js)) to locate `tasks.json` based on the provided `projectRoot`.
- **Silent Mode Implementation**: Direct functions use `enableSilentMode` and `disableSilentMode` to prevent logs from interfering with JSON responses.
- **Project Initialization**: Provides `initialize_project` command for setting up new projects from within integrated clients.
- Tool `execute` methods use `handleApiResult` from [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js) to process the result from the direct function and format the final MCP response.
- Uses CLI execution via `executeTaskMasterCommand` as a fallback only when necessary.
- **Implements Robust Path Finding**: The utility [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js) (specifically `getProjectRootFromSession`) and [`core/utils/path-utils.js`](mdc:mcp-server/src/core/utils/path-utils.js) (specifically `findTasksJsonPath`) work together. The tool gets the root via session, passes it to the direct function, which uses `findTasksJsonPath` to locate the specific `tasks.json` file within that root.
- **Implements Caching**: Utilizes a caching layer (`ContextManager` with `lru-cache`). Caching logic is invoked *within* the direct function wrappers using the `getCachedOrExecute` utility for performance-sensitive read operations.
- Standardizes response formatting and data filtering using utilities in [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js).
- **Resource Management**: Provides access to static and dynamic resources.
- **Key Components**:
- `mcp-server/src/index.js`: Main server class definition with FastMCP initialization, resource registration, and server lifecycle management.
- `mcp-server/src/server.js`: Main server setup and initialization.
- `mcp-server/src/tools/`: Directory containing individual tool definitions. Each tool's `execute` method orchestrates the call to core logic and handles the response.
- `mcp-server/src/tools/utils.js`: Provides MCP-specific utilities like `handleApiResult`, `processMCPResponseData`, `getCachedOrExecute`, and **`getProjectRootFromSession`**.
- `mcp-server/src/core/utils/`: Directory containing utility functions specific to the MCP server, like **`path-utils.js` for resolving `tasks.json` within a given root**.
- `mcp-server/src/core/direct-functions/`: Directory containing individual files for each **direct function wrapper (`*Direct`)**. These files contain the primary logic for MCP tool execution.
- `mcp-server/src/core/resources/`: Directory containing resource handlers for task templates, workflow definitions, and other static/dynamic data exposed to LLM clients.
- [`task-master-core.js`](mdc:mcp-server/src/core/task-master-core.js): Acts as an import/export hub, collecting and exporting direct functions from the `direct-functions` directory and MCP utility functions.
- **Naming Conventions**:
- **Files** use **kebab-case**: `list-tasks.js`, `set-task-status.js`, `parse-prd.js`
- **Direct Functions** use **camelCase** with `Direct` suffix: `listTasksDirect`, `setTaskStatusDirect`, `parsePRDDirect`
- **Tool Registration Functions** use **camelCase** with `Tool` suffix: `registerListTasksTool`, `registerSetTaskStatusTool`
- **MCP Tool Names** use **snake_case**: `list_tasks`, `set_task_status`, `parse_prd_document`
- **Resource Handlers** use **camelCase** with pattern URI: `@mcp.resource("tasks://templates/{template_id}")`
- **[`init.js`](mdc:scripts/init.js): Project Initialization Logic**
- **Purpose**: Contains the core logic for setting up a new Task Master project structure.
- **Responsibilities**:
- Creates necessary directories (`.cursor/rules`, `scripts`, `tasks`).
- Copies template files (`.env.example`, `.gitignore`, rule files, `dev.js`, etc.).
- Creates or merges `package.json` with required dependencies and scripts.
- Sets up MCP configuration (`.cursor/mcp.json`).
- Optionally initializes a git repository and installs dependencies.
- Handles user prompts for project details *if* called without skip flags (`-y`).
- **Key Function**:
- `initializeProject(options)`: The main function exported and called by the `init` command's action handler in [`commands.js`](mdc:scripts/modules/commands.js). It receives parsed options directly.
- **Note**: This script is used as a module and no longer handles its own argument parsing or direct execution via a separate `bin` file.
- **Data Flow and Module Dependencies**:
- **Commands Initiate Actions**: User commands entered via the CLI (parsed by `commander` based on definitions in [`commands.js`](mdc:scripts/modules/commands.js)) are the entry points for most operations.
- **Command Handlers Delegate to Core Logic**: Action handlers within [`commands.js`](mdc:scripts/modules/commands.js) call functions in core modules like [`task-manager.js`](mdc:scripts/modules/task-manager.js), [`dependency-manager.js`](mdc:scripts/modules/dependency-manager.js), and [`init.js`](mdc:scripts/init.js) (for the `init` command) to perform the actual work.
- **Core Logic Calls AI Service Layer**: Core modules requiring AI functionality (like [`task-manager.js`](mdc:scripts/modules/task-manager.js)) **import and call functions from the unified AI service layer (`ai-services-unified.js`)**, such as `generateTextService`.
- **AI Service Layer Orchestrates**: [`ai-services-unified.js`](mdc:scripts/modules/ai-services-unified.js) uses [`config-manager.js`](mdc:scripts/modules/config-manager.js) to get settings, selects the appropriate provider function from [`src/ai-providers/*.js`](mdc:src/ai-providers/), resolves API keys (using `resolveEnvVariable` from [`utils.js`](mdc:scripts/modules/utils.js)), and handles fallbacks/retries.
- **Provider Implementation Executes**: The selected function in [`src/ai-providers/*.js`](mdc:src/ai-providers/) interacts with the Vercel AI SDK core functions (`generateText`, `streamText`) using the Vercel provider adapters.
- **UI for Presentation**: [`ui.js`](mdc:scripts/modules/ui.js) is used by command handlers and core modules to display information to the user. UI functions primarily consume data and format it for output.
- **Utilities for Common Tasks**: [`utils.js`](mdc:scripts/modules/utils.js) provides helper functions (logging, file I/O, string manipulation, API key resolution) used by various modules.
- **MCP Server Interaction**: External tools interact with the `mcp-server`. MCP Tool `execute` methods call direct function wrappers (`*Direct` functions) which then call the core logic from `scripts/modules/`. If AI is needed, the core logic calls the unified AI service layer as described above. See [`mcp.mdc`](mdc:.cursor/rules/mcp.mdc) for details.
## Silent Mode Implementation Pattern in MCP Direct Functions
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:
1. **Import Silent Mode Utilities**:
```javascript
import { enableSilentMode, disableSilentMode, isSilentMode } from '../../../../scripts/modules/utils.js';
```
2. **Parameter Matching with Core Functions**:
- ✅ **DO**: Ensure direct function parameters match the core function parameters
- ✅ **DO**: Check the original core function signature before implementing
- ❌ **DON'T**: Add parameters to direct functions that don't exist in core functions
```javascript
// Example: Core function signature
// async function expandTask(tasksPath, taskId, numSubtasks, useResearch, additionalContext, options)
// Direct function implementation - extract only parameters that exist in core
export async function expandTaskDirect(args, log, context = {}) {
// Extract parameters that match the core function
const taskId = parseInt(args.id, 10);
const numSubtasks = args.num ? parseInt(args.num, 10) : undefined;
const useResearch = args.research === true;
const additionalContext = args.prompt || '';
// Later pass these parameters in the correct order to the core function
const result = await expandTask(
tasksPath,
taskId,
numSubtasks,
useResearch,
additionalContext,
{ mcpLog: log, session: context.session }
);
}
```
3. **Checking Silent Mode State**:
- ✅ **DO**: Always use `isSilentMode()` function to check current status
- ❌ **DON'T**: Directly access the global `silentMode` variable or `global.silentMode`
```javascript
// CORRECT: Use the function to check current state
if (!isSilentMode()) {
// Only create a loading indicator if not in silent mode
loadingIndicator = startLoadingIndicator('Processing...');
}
// INCORRECT: Don't access global variables directly
if (!silentMode) { // ❌ WRONG
loadingIndicator = startLoadingIndicator('Processing...');
}
```
4. **Wrapping Core Function Calls**:
- ✅ **DO**: Use a try/finally block pattern to ensure silent mode is always restored
- ✅ **DO**: Enable silent mode before calling core functions that produce console output
- ✅ **DO**: Disable silent mode in a finally block to ensure it runs even if errors occur
- ❌ **DON'T**: Enable silent mode without ensuring it gets disabled
```javascript
export async function someDirectFunction(args, log) {
try {
// Argument preparation
const tasksPath = findTasksJsonPath(args, log);
const someArg = args.someArg;
// Enable silent mode to prevent console logs
enableSilentMode();
try {
// Call core function which might produce console output
const result = await someCoreFunction(tasksPath, someArg);
// Return standardized result object
return {
success: true,
data: result,
fromCache: false
};
} finally {
// ALWAYS disable silent mode in finally block
disableSilentMode();
}
} catch (error) {
// Standard error handling
log.error(`Error in direct function: ${error.message}`);
return {
success: false,
error: { code: 'OPERATION_ERROR', message: error.message },
fromCache: false
};
}
}
```
5. **Mixed Parameter and Global Silent Mode Handling**:
- For functions that need to handle both a passed `silentMode` parameter and check global state:
```javascript
// Check both the function parameter and global state
const isSilent = options.silentMode || (typeof options.silentMode === 'undefined' && isSilentMode());
if (!isSilent) {
console.log('Operation starting...');
}
```
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.
- **Testing Architecture**:
- **Test Organization Structure** (See also: [`tests.mdc`](mdc:.cursor/rules/tests.mdc)):
- **Unit Tests**: Located in `tests/unit/`, reflect the module structure with one test file per module
- **Integration Tests**: Located in `tests/integration/`, test interactions between modules
- **End-to-End Tests**: Located in `tests/e2e/`, test complete workflows from a user perspective
- **Test Fixtures**: Located in `tests/fixtures/`, provide reusable test data
- **Module Design for Testability**:
- **Explicit Dependencies**: Functions accept their dependencies as parameters rather than using globals
- **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
- **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
- **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
- **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
- **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.
- **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.
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` and initial task files
- Configures project metadata (name, description, version)
- Handles shell alias creation if requested
- Works in both interactive and non-interactive modes
- Creates necessary directories and files for a new project
- Sets up `tasks.json` and initial task files
- Configures project metadata (name, description, version)
- Handles shell alias creation if requested
- Works in both interactive and non-interactive modes