feat: Flexible brand rules management (#460)
* chore(docs): update docs and rules related to model management. * feat(ai): Add OpenRouter AI provider support Integrates the OpenRouter AI provider using the Vercel AI SDK adapter (@openrouter/ai-sdk-provider). This allows users to configure and utilize models available through the OpenRouter platform. - Added src/ai-providers/openrouter.js with standard Vercel AI SDK wrapper functions (generateText, streamText, generateObject). - Updated ai-services-unified.js to include the OpenRouter provider in the PROVIDER_FUNCTIONS map and API key resolution logic. - Verified config-manager.js handles OpenRouter API key checks correctly. - Users can configure OpenRouter models via .taskmasterconfig using the task-master models command or MCP models tool. Requires OPENROUTER_API_KEY. - Enhanced error handling in ai-services-unified.js to provide clearer messages when generateObjectService fails due to lack of underlying tool support in the selected model/provider endpoint. * feat(cli): Add --status/-s filter flag to show command and get-task MCP tool Implements the ability to filter subtasks displayed by the `task-master show <id>` command using the `--status` (or `-s`) flag. This is also available in the MCP context. - Modified `commands.js` to add the `--status` option to the `show` command definition. - Updated `utils.js` (`findTaskById`) to handle the filtering logic and return original subtask counts/arrays when filtering. - Updated `ui.js` (`displayTaskById`) to use the filtered subtasks for the table, display a summary line when filtering, and use the original subtask list for the progress bar calculation. - Updated MCP `get_task` tool and `showTaskDirect` function to accept and pass the `status` parameter. - Added changeset entry. * fix(tasks): Improve next task logic to be subtask-aware * fix(tasks): Enable removing multiple tasks/subtasks via comma-separated IDs - Refactors the core `removeTask` function (`task-manager/remove-task.js`) to accept and iterate over comma-separated task/subtask IDs. - Updates dependency cleanup and file regeneration logic to run once after processing all specified IDs. - Adjusts the `remove-task` CLI command (`commands.js`) description and confirmation prompt to handle multiple IDs correctly. - Fixes a bug in the CLI confirmation prompt where task/subtask titles were not being displayed correctly. - Updates the `remove_task` MCP tool description to reflect the new multi-ID capability. This addresses the previously known issue where only the first ID in a comma-separated list was processed. Closes #140 * Update README.md (#342) * Update Discord badge (#337) * refactor(init): Improve robustness and dependencies; Update template deps for AI SDKs; Silence npm install in MCP; Improve conditional model setup logic; Refactor init.js flags; Tweak Getting Started text; Fix MCP server launch command; Update default model in config template * Refactor: Improve MCP logging, update E2E & tests Refactors MCP server logging and updates testing infrastructure. - MCP Server: - Replaced manual logger wrappers with centralized `createLogWrapper` utility. - Updated direct function calls to use `{ session, mcpLog }` context. - Removed deprecated `model` parameter from analyze, expand-all, expand-task tools. - Adjusted MCP tool import paths and parameter descriptions. - Documentation: - Modified `docs/configuration.md`. - Modified `docs/tutorial.md`. - Testing: - E2E Script (`run_e2e.sh`): - Removed `set -e`. - Added LLM analysis function (`analyze_log_with_llm`) & integration. - Adjusted test run directory creation timing. - Added debug echo statements. - Deleted Unit Tests: Removed `ai-client-factory.test.js`, `ai-client-utils.test.js`, `ai-services.test.js`. - Modified Fixtures: Updated `scripts/task-complexity-report.json`. - Dev Scripts: - Modified `scripts/dev.js`. * chore(tests): Passes tests for merge candidate - Adjusted the interactive model default choice to be 'no change' instead of 'cancel setup' - E2E script has been perfected and works as designed provided there are all provider API keys .env in the root - Fixes the entire test suite to make sure it passes with the new architecture. - Fixes dependency command to properly show there is a validation failure if there is one. - Refactored config-manager.test.js mocking strategy and fixed assertions to read the real supported-models.json - Fixed rule-transformer.test.js assertion syntax and transformation logic adjusting replacement for search which was too broad. - Skip unstable tests in utils.test.js (log, readJSON, writeJSON error paths) due to SIGABRT crash. These tests trigger a native crash (SIGABRT), likely stemming from a conflict between internal chalk usage within the functions and Jest's test environment, possibly related to ESM module handling. * chore(wtf): removes chai. not sure how that even made it in here. also removes duplicate test in scripts/. * fix: ensure API key detection properly reads .env in MCP context Problem: - Task Master model configuration wasn't properly checking for API keys in the project's .env file when running through MCP - The isApiKeySet function was only checking session.env and process.env but not inspecting the .env file directly - This caused incorrect API key status reporting in MCP tools even when keys were properly set in .env Solution: - Modified resolveEnvVariable function in utils.js to properly read from .env file at projectRoot - Updated isApiKeySet to correctly pass projectRoot to resolveEnvVariable - Enhanced the key detection logic to have consistent behavior between CLI and MCP contexts - Maintains the correct precedence: session.env → .env file → process.env Testing: - Verified working correctly with both MCP and CLI tools - API keys properly detected in .env file in both contexts - Deleted .cursor/mcp.json to confirm introspection of .env as fallback works * fix(update): pass projectRoot through update command flow Modified ai-services-unified.js, update.js tool, and update-tasks.js direct function to correctly pass projectRoot. This enables the .env file API key fallback mechanism for the update command when running via MCP, ensuring consistent key resolution with the CLI context. * fix(analyze-complexity): pass projectRoot through analyze-complexity flow Modified analyze-task-complexity.js core function, direct function, and analyze.js tool to correctly pass projectRoot. Fixed import error in tools/index.js. Added debug logging to _resolveApiKey in ai-services-unified.js. This enables the .env API key fallback for analyze_project_complexity. * fix(add-task): pass projectRoot and fix logging/refs Modified add-task core, direct function, and tool to pass projectRoot for .env API key fallback. Fixed logFn reference error and removed deprecated reportProgress call in core addTask function. Verified working. * fix(parse-prd): pass projectRoot and fix schema/logging Modified parse-prd core, direct function, and tool to pass projectRoot for .env API key fallback. Corrected Zod schema used in generateObjectService call. Fixed logFn reference error in core parsePRD. Updated unit test mock for utils.js. * fix(update-task): pass projectRoot and adjust parsing Modified update-task-by-id core, direct function, and tool to pass projectRoot. Reverted parsing logic in core function to prioritize `{...}` extraction, resolving parsing errors. Fixed ReferenceError by correctly destructuring projectRoot. * fix(update-subtask): pass projectRoot and allow updating done subtasks Modified update-subtask-by-id core, direct function, and tool to pass projectRoot for .env API key fallback. Removed check preventing appending details to completed subtasks. * fix(mcp, expand): pass projectRoot through expand/expand-all flows Problem: expand_task & expand_all MCP tools failed with .env keys due to missing projectRoot propagation for API key resolution. Also fixed a ReferenceError: wasSilent is not defined in expandTaskDirect. Solution: Modified core logic, direct functions, and MCP tools for expand-task and expand-all to correctly destructure projectRoot from arguments and pass it down through the context object to the AI service call (generateTextService). Fixed wasSilent scope in expandTaskDirect. Verification: Tested expand_task successfully in MCP using .env keys. Reviewed expand_all flow for correct projectRoot propagation. * chore: prettier * fix(expand-all): add projectRoot to expandAllTasksDirect invokation. * fix(update-tasks): Improve AI response parsing for 'update' command Refactors the JSON array parsing logic within in . The previous logic primarily relied on extracting content from markdown code blocks (json or javascript), which proved brittle when the AI response included comments or non-JSON text within the block, leading to parsing errors for the command. This change modifies the parsing strategy to first attempt extracting content directly between the outermost '[' and ']' brackets. This is more robust as it targets the expected array structure directly. If bracket extraction fails, it falls back to looking for a strict json code block, then prefix stripping, before attempting a raw parse. This approach aligns with the successful parsing strategy used for single-object responses in and resolves the parsing errors previously observed with the command. * refactor(mcp): introduce withNormalizedProjectRoot HOF for path normalization Added HOF to mcp tools utils to normalize projectRoot from args/session. Refactored get-task tool to use HOF. Updated relevant documentation. * refactor(mcp): apply withNormalizedProjectRoot HOF to update tool Problem: The MCP tool previously handled project root acquisition and path resolution within its method, leading to potential inconsistencies and repetition. Solution: Refactored the tool () to utilize the new Higher-Order Function (HOF) from . Specific Changes: - Imported HOF. - Updated the Zod schema for the parameter to be optional, as the HOF handles deriving it from the session if not provided. - Wrapped the entire function body with the HOF. - Removed the manual call to from within the function body. - Destructured the from the object received by the wrapped function, ensuring it's the normalized path provided by the HOF. - Used the normalized variable when calling and when passing arguments to . This change standardizes project root handling for the tool, simplifies its method, and ensures consistent path normalization. This serves as the pattern for refactoring other MCP tools. * fix: apply to all tools withNormalizedProjectRoot to fix projectRoot issues for linux and windows * fix: add rest of tools that need wrapper * chore: cleanup tools to stop using rootFolder and remove unused imports * chore: more cleanup * refactor: Improve update-subtask, consolidate utils, update config This commit introduces several improvements and refactorings across MCP tools, core logic, and configuration. **Major Changes:** 1. **Refactor updateSubtaskById:** - Switched from generateTextService to generateObjectService for structured AI responses, using a Zod schema (subtaskSchema) for validation. - Revised prompts to have the AI generate relevant content based on user request and context (parent/sibling tasks), while explicitly preventing AI from handling timestamp/tag formatting. - Implemented **local timestamp generation (new Date().toISOString()) and formatting** (using <info added on ...> tags) within the function *after* receiving the AI response. This ensures reliable and correctly formatted details are appended. - Corrected logic to append only the locally formatted, AI-generated content block to the existing subtask.details. 2. **Consolidate MCP Utilities:** - Moved/consolidated the withNormalizedProjectRoot HOF into mcp-server/src/tools/utils.js. - Updated MCP tools (like update-subtask.js) to import withNormalizedProjectRoot from the new location. 3. **Refactor Project Initialization:** - Deleted the redundant mcp-server/src/core/direct-functions/initialize-project-direct.js file. - Updated mcp-server/src/core/task-master-core.js to import initializeProjectDirect from its correct location (./direct-functions/initialize-project.js). **Other Changes:** - Updated .taskmasterconfig fallback model to claude-3-7-sonnet-20250219. - Clarified model cost representation in the models tool description (taskmaster.mdc and mcp-server/src/tools/models.js). * fix: displayBanner logging when silentMode is active (#385) * fix: improve error handling, test options, and model configuration - Enhance error validation in parse-prd.js and update-tasks.js - Fix bug where mcpLog was incorrectly passed as logWrapper - Improve error messages and response formatting - Add --skip-verification flag to E2E tests - Update MCP server config that ships with init to match new API key structure - Fix task force/append handling in parse-prd command - Increase column width in update-tasks display * chore: fixes parse prd to show loading indicator in cli. * fix(parse-prd): suggested fix for mcpLog was incorrect. reverting to my previously working code. * chore(init): No longer ships readme with task-master init (commented out for now). No longer looking for task-master-mcp, instead checked for task-master-ai - this should prevent the init sequence from needlessly adding another mcp server with task-master-mcp to the mpc.json which a ton of people probably ran into. * chore: restores 3.7 sonnet as the main role. * fix(add/remove-dependency): dependency mcp tools were failing due to hard-coded tasks path in generate task files. * chore: removes tasks json backup that was temporarily created. * fix(next): adjusts mcp tool response to correctly return the next task/subtask. Also adds nextSteps to the next task response. * chore: prettier * chore: readme typos * fix(config): restores sonnet 3.7 as default main role. * Version Packages * hotfix: move production package to "dependencies" (#399) * Version Packages * Fix: issues with 0.13.0 not working (#402) * Exit prerelease mode and version packages * hotfix: move production package to "dependencies" * Enter prerelease mode and version packages * Enter prerelease mode and version packages * chore: cleanup * chore: improve pre.json and add pre-release workflow * chore: fix package.json * chore: cleanup * chore: improve pre-release workflow * chore: allow github actions to commit * extract fileMap and conversionConfig into brand profile * extract into brand profile * add windsurf profile * add remove brand rules function * fix regex * add rules command to add/remove rules for a specific brand * fix post processing for roo * allow multiples * add cursor profile * update test for new structure * move rules to assets * use assets/rules for rules files * use standardized setupMCP function * fix formatting * fix formatting * add logging * fix escapes * default to cursor * allow init with certain rulesets; no more .windsurfrules * update docs * update log msg * fix formatting * keep mdc extension for cursor * don't rewrite .mdc to .md inside the files * fix roo init (add modes) * fix cursor init (don't use roo transformation by default) * use more generic function names * update docs * fix formatting * update function names * add changeset * add rules to mcp initialize project * register tool with mcp server * update docs * add integration test * fix cursor initialization * rule selection * fix formatting * fix MCP - remove yes flag * add import * update roo tests * add/update tests * remove test * add rules command test * update MCP responses, centralize rules profiles & helpers * fix logging and MCP response messages * fix formatting * incorrect test * fix tests * update fileMap * fix file extension transformations * fix formatting * add rules command test * test already covered * fix formatting * move renaming logic into profiles * make sure dir is deleted (DS_Store) * add confirmation for rules removal * add force flag for rules remove * use force flag for test * remove yes parameter * fix formatting * import brand profiles from rule-transformer.js * update comment * add interactive rules setup * optimize * only copy rules specifically listed in fileMap * update comment * add cline profile * add brandDir to remove ambiguity and support Cline * specify whether to create mcp config and filename * add mcpConfigName value for parh * fix formatting * remove rules just for this repository - only include rules to be distributed * update error message * update "brand rules" to "rules" * update to minor * remove comment * remove comments * move to /src/utils * optimize imports * move rules-setup.js to /src/utils * move rule-transformer.js to /src/utils * move confirmation to /src/ui/confirm.js * default to all rules * use profile js for mcp config settings * only run rules interactive setup if not provided via command line * update comments * initialize with all brands if nothing specified * update var name * clean up * enumerate brands for brand rules * update instructions * add test to check for brand profiles * fix quotes * update semantics and terminology from 'brand rules' to 'rules profiles' * fix formatting * fix formatting * update function name and remove copying of cursor rules, now handled by rules transformer * update comment * rename to mcp-config-setup.js * use enums for rules actions * add aggregate reporting for rules add command * add missing log message * use simpler path * use base profile with modifications for each brand * use displayName and don't select any defaults in setup * add confirmation if removing ALL rules profiles, and add --force flag on rules remove * Use profile-detection instead of rules-detection * add newline at end of mcp config * add proper formatting for mcp.json * update rules * update rules * update rules * add checks for other rules and other profile folder items before removing * update confirmation for rules remove * update docs * update changeset * fix for filepath at bottom of rule * Update cline profile and add test; adjust other rules tests * update changeset * update changeset * clarify init for all profiles if not specified * update rule text * revert text * use "rule profiles" instead of "rules profiles" * use standard tool mappings for windsurf * add Trae support * update changeset * update wording * update to 'rule profile' * remove unneeded exports to optimize loc * combine to /src/utils/profiles.js; add codex and claude code profiles * rename function and add boxen * add claude and codex integration tests * organize tests into profiles folder * mock fs for transformer tests * update UI * add cline and trae integration tests * update test * update function name * update formatting * Update change set with new profiles * move profile integration tests to subdirectory * properly create temp directories in /tmp folder * fix formatting * use taskmaster subfolder for the 2 TM rules * update wording * ensure subdirectory exists * update rules from next * update from next * update taskmaster rule * add details on new rules command and init * fix mcp init * fix MCP path to assets * remove duplication * remove duplication * MCP server path fixes for rules command * fix for CLI roo rules add/remove * update tests * fix formatting * fix pattern for interactive rule profiles setup * restore comments * restore comments * restore comments * remove unused import, fix quotes * add missing integration tests * add VS Code profile and tests * update docs and rules to include vscode profile * add rules subdirectory support per-profile * move profiles to /src * fix formatting * rename to remove ambiguity * use --setup for rules interactive setup * Fix Cursor deeplink installation with copy-paste instructions (#723) * change roo boomerang to orchestrator; update tests that don't use modes * fix newline * chore: cleanup --------- Co-authored-by: Eyal Toledano <eyal@microangel.so> Co-authored-by: Yuval <yuvalbl@users.noreply.github.com> Co-authored-by: Marijn van der Werf <marijn.vanderwerf@gmail.com> Co-authored-by: Eyal Toledano <eutait@gmail.com> Co-authored-by: Ralph Khreish <35776126+Crunchyman-ralph@users.noreply.github.com> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
This commit is contained in:
Joe Danziger
@@ -1,8 +1,8 @@
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{
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"customModes": [
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{
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"slug": "boomerang",
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"name": "Boomerang",
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"slug": "orchestrator",
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"name": "Orchestrator",
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"roleDefinition": "You are Roo, a strategic workflow orchestrator who coordinates complex tasks by delegating them to appropriate specialized modes. You have a comprehensive understanding of each mode's capabilities and limitations, also your own, and with the information given by the user and other modes in shared context you are enabled to effectively break down complex problems into discrete tasks that can be solved by different specialists using the `taskmaster-ai` system for task and context management.",
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"customInstructions": "Your role is to coordinate complex workflows by delegating tasks to specialized modes, using `taskmaster-ai` as the central hub for task definition, progress tracking, and context management. \nAs an orchestrator, you should:\nn1. When given a complex task, use contextual information (which gets updated frequently) to break it down into logical subtasks that can be delegated to appropriate specialized modes.\nn2. For each subtask, use the `new_task` tool to delegate. Choose the most appropriate mode for the subtask's specific goal and provide comprehensive instructions in the `message` parameter. \nThese instructions must include:\n* All necessary context from the parent task or previous subtasks required to complete the work.\n* A clearly defined scope, specifying exactly what the subtask should accomplish.\n* An explicit statement that the subtask should *only* perform the work outlined in these instructions and not deviate.\n* An instruction for the subtask to signal completion by using the `attempt_completion` tool, providing a thorough summary of the outcome in the `result` parameter, keeping in mind that this summary will be the source of truth used to further relay this information to other tasks and for you to keep track of what was completed on this project.\nn3. Track and manage the progress of all subtasks. When a subtask is completed, acknowledge its results and determine the next steps.\nn4. Help the user understand how the different subtasks fit together in the overall workflow. Provide clear reasoning about why you're delegating specific tasks to specific modes.\nn5. Ask clarifying questions when necessary to better understand how to break down complex tasks effectively. If it seems complex delegate to architect to accomplish that \nn6. Use subtasks to maintain clarity. If a request significantly shifts focus or requires a different expertise (mode), consider creating a subtask rather than overloading the current one.",
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"groups": [
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53
assets/rules/cursor_rules.mdc
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53
assets/rules/cursor_rules.mdc
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---
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description: Guidelines for creating and maintaining Cursor rules to ensure consistency and effectiveness.
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globs: .cursor/rules/*.mdc
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alwaysApply: true
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---
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- **Required Rule Structure:**
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```markdown
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---
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description: Clear, one-line description of what the rule enforces
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globs: path/to/files/*.ext, other/path/**/*
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alwaysApply: boolean
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---
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- **Main Points in Bold**
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- Sub-points with details
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- Examples and explanations
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```
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- **File References:**
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- Use `[filename](mdc:path/to/file)` ([filename](mdc:filename)) to reference files
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- Example: [prisma.mdc](mdc:.cursor/rules/prisma.mdc) for rule references
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- Example: [schema.prisma](mdc:prisma/schema.prisma) for code references
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- **Code Examples:**
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- Use language-specific code blocks
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```typescript
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// ✅ DO: Show good examples
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const goodExample = true;
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// ❌ DON'T: Show anti-patterns
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const badExample = false;
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```
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- **Rule Content Guidelines:**
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- Start with high-level overview
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- Include specific, actionable requirements
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- Show examples of correct implementation
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- Reference existing code when possible
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- Keep rules DRY by referencing other rules
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- **Rule Maintenance:**
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- Update rules when new patterns emerge
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- Add examples from actual codebase
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- Remove outdated patterns
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- Cross-reference related rules
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- **Best Practices:**
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- Use bullet points for clarity
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- Keep descriptions concise
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- Include both DO and DON'T examples
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- Reference actual code over theoretical examples
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- Use consistent formatting across rules
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424
assets/rules/dev_workflow.mdc
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424
assets/rules/dev_workflow.mdc
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---
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description: Guide for using Taskmaster to manage task-driven development workflows
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globs: **/*
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alwaysApply: true
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---
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# Taskmaster Development Workflow
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This guide outlines the standard process for using Taskmaster to manage software development projects. It is written as a set of instructions for you, the AI agent.
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- **Your Default Stance**: For most projects, the user can work directly within the `master` task context. Your initial actions should operate on this default context unless a clear pattern for multi-context work emerges.
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- **Your Goal**: Your role is to elevate the user's workflow by intelligently introducing advanced features like **Tagged Task Lists** when you detect the appropriate context. Do not force tags on the user; suggest them as a helpful solution to a specific need.
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## The Basic Loop
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The fundamental development cycle you will facilitate is:
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1. **`list`**: Show the user what needs to be done.
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2. **`next`**: Help the user decide what to work on.
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3. **`show <id>`**: Provide details for a specific task.
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4. **`expand <id>`**: Break down a complex task into smaller, manageable subtasks.
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5. **Implement**: The user writes the code and tests.
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6. **`update-subtask`**: Log progress and findings on behalf of the user.
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7. **`set-status`**: Mark tasks and subtasks as `done` as work is completed.
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8. **Repeat**.
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All your standard command executions should operate on the user's current task context, which defaults to `master`.
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---
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## Standard Development Workflow Process
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### Simple Workflow (Default Starting Point)
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For new projects or when users are getting started, operate within the `master` tag context:
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- Start new projects by running `initialize_project` tool / `task-master init` or `parse_prd` / `task-master parse-prd --input='<prd-file.txt>'` (see @`taskmaster.mdc`) to generate initial tasks.json with tagged structure
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- Configure rule sets during initialization with `--rules` flag (e.g., `task-master init --rules cursor,windsurf`) or manage them later with `task-master rules add/remove` commands
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- Begin coding sessions with `get_tasks` / `task-master list` (see @`taskmaster.mdc`) to see current tasks, status, and IDs
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- Determine the next task to work on using `next_task` / `task-master next` (see @`taskmaster.mdc`)
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- Analyze task complexity with `analyze_project_complexity` / `task-master analyze-complexity --research` (see @`taskmaster.mdc`) before breaking down tasks
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- Review complexity report using `complexity_report` / `task-master complexity-report` (see @`taskmaster.mdc`)
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- Select tasks based on dependencies (all marked 'done'), priority level, and ID order
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- View specific task details using `get_task` / `task-master show <id>` (see @`taskmaster.mdc`) to understand implementation requirements
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- Break down complex tasks using `expand_task` / `task-master expand --id=<id> --force --research` (see @`taskmaster.mdc`) with appropriate flags like `--force` (to replace existing subtasks) and `--research`
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- Implement code following task details, dependencies, and project standards
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- Mark completed tasks with `set_task_status` / `task-master set-status --id=<id> --status=done` (see @`taskmaster.mdc`)
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- Update dependent tasks when implementation differs from original plan using `update` / `task-master update --from=<id> --prompt="..."` or `update_task` / `task-master update-task --id=<id> --prompt="..."` (see @`taskmaster.mdc`)
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---
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## Leveling Up: Agent-Led Multi-Context Workflows
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While the basic workflow is powerful, your primary opportunity to add value is by identifying when to introduce **Tagged Task Lists**. These patterns are your tools for creating a more organized and efficient development environment for the user, especially if you detect agentic or parallel development happening across the same session.
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||||
**Critical Principle**: Most users should never see a difference in their experience. Only introduce advanced workflows when you detect clear indicators that the project has evolved beyond simple task management.
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||||
### When to Introduce Tags: Your Decision Patterns
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||||
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||||
Here are the patterns to look for. When you detect one, you should propose the corresponding workflow to the user.
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#### Pattern 1: Simple Git Feature Branching
|
||||
This is the most common and direct use case for tags.
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- **Trigger**: The user creates a new git branch (e.g., `git checkout -b feature/user-auth`).
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- **Your Action**: Propose creating a new tag that mirrors the branch name to isolate the feature's tasks from `master`.
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||||
- **Your Suggested Prompt**: *"I see you've created a new branch named 'feature/user-auth'. To keep all related tasks neatly organized and separate from your main list, I can create a corresponding task tag for you. This helps prevent merge conflicts in your `tasks.json` file later. Shall I create the 'feature-user-auth' tag?"*
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||||
- **Tool to Use**: `task-master add-tag --from-branch`
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||||
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#### Pattern 2: Team Collaboration
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||||
- **Trigger**: The user mentions working with teammates (e.g., "My teammate Alice is handling the database schema," or "I need to review Bob's work on the API.").
|
||||
- **Your Action**: Suggest creating a separate tag for the user's work to prevent conflicts with shared master context.
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||||
- **Your Suggested Prompt**: *"Since you're working with Alice, I can create a separate task context for your work to avoid conflicts. This way, Alice can continue working with the master list while you have your own isolated context. When you're ready to merge your work, we can coordinate the tasks back to master. Shall I create a tag for your current work?"*
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||||
- **Tool to Use**: `task-master add-tag my-work --copy-from-current --description="My tasks while collaborating with Alice"`
|
||||
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||||
#### Pattern 3: Experiments or Risky Refactors
|
||||
- **Trigger**: The user wants to try something that might not be kept (e.g., "I want to experiment with switching our state management library," or "Let's refactor the old API module, but I want to keep the current tasks as a reference.").
|
||||
- **Your Action**: Propose creating a sandboxed tag for the experimental work.
|
||||
- **Your Suggested Prompt**: *"This sounds like a great experiment. To keep these new tasks separate from our main plan, I can create a temporary 'experiment-zustand' tag for this work. If we decide not to proceed, we can simply delete the tag without affecting the main task list. Sound good?"*
|
||||
- **Tool to Use**: `task-master add-tag experiment-zustand --description="Exploring Zustand migration"`
|
||||
|
||||
#### Pattern 4: Large Feature Initiatives (PRD-Driven)
|
||||
This is a more structured approach for significant new features or epics.
|
||||
|
||||
- **Trigger**: The user describes a large, multi-step feature that would benefit from a formal plan.
|
||||
- **Your Action**: Propose a comprehensive, PRD-driven workflow.
|
||||
- **Your Suggested Prompt**: *"This sounds like a significant new feature. To manage this effectively, I suggest we create a dedicated task context for it. Here's the plan: I'll create a new tag called 'feature-xyz', then we can draft a Product Requirements Document (PRD) together to scope the work. Once the PRD is ready, I'll automatically generate all the necessary tasks within that new tag. How does that sound?"*
|
||||
- **Your Implementation Flow**:
|
||||
1. **Create an empty tag**: `task-master add-tag feature-xyz --description "Tasks for the new XYZ feature"`. You can also start by creating a git branch if applicable, and then create the tag from that branch.
|
||||
2. **Collaborate & Create PRD**: Work with the user to create a detailed PRD file (e.g., `.taskmaster/docs/feature-xyz-prd.txt`).
|
||||
3. **Parse PRD into the new tag**: `task-master parse-prd .taskmaster/docs/feature-xyz-prd.txt --tag feature-xyz`
|
||||
4. **Prepare the new task list**: Follow up by suggesting `analyze-complexity` and `expand-all` for the newly created tasks within the `feature-xyz` tag.
|
||||
|
||||
#### Pattern 5: Version-Based Development
|
||||
Tailor your approach based on the project maturity indicated by tag names.
|
||||
|
||||
- **Prototype/MVP Tags** (`prototype`, `mvp`, `poc`, `v0.x`):
|
||||
- **Your Approach**: Focus on speed and functionality over perfection
|
||||
- **Task Generation**: Create tasks that emphasize "get it working" over "get it perfect"
|
||||
- **Complexity Level**: Lower complexity, fewer subtasks, more direct implementation paths
|
||||
- **Research Prompts**: Include context like "This is a prototype - prioritize speed and basic functionality over optimization"
|
||||
- **Example Prompt Addition**: *"Since this is for the MVP, I'll focus on tasks that get core functionality working quickly rather than over-engineering."*
|
||||
|
||||
- **Production/Mature Tags** (`v1.0+`, `production`, `stable`):
|
||||
- **Your Approach**: Emphasize robustness, testing, and maintainability
|
||||
- **Task Generation**: Include comprehensive error handling, testing, documentation, and optimization
|
||||
- **Complexity Level**: Higher complexity, more detailed subtasks, thorough implementation paths
|
||||
- **Research Prompts**: Include context like "This is for production - prioritize reliability, performance, and maintainability"
|
||||
- **Example Prompt Addition**: *"Since this is for production, I'll ensure tasks include proper error handling, testing, and documentation."*
|
||||
|
||||
### Advanced Workflow (Tag-Based & PRD-Driven)
|
||||
|
||||
**When to Transition**: Recognize when the project has evolved (or has initiated a project which existing code) beyond simple task management. Look for these indicators:
|
||||
- User mentions teammates or collaboration needs
|
||||
- Project has grown to 15+ tasks with mixed priorities
|
||||
- User creates feature branches or mentions major initiatives
|
||||
- User initializes Taskmaster on an existing, complex codebase
|
||||
- User describes large features that would benefit from dedicated planning
|
||||
|
||||
**Your Role in Transition**: Guide the user to a more sophisticated workflow that leverages tags for organization and PRDs for comprehensive planning.
|
||||
|
||||
#### Master List Strategy (High-Value Focus)
|
||||
Once you transition to tag-based workflows, the `master` tag should ideally contain only:
|
||||
- **High-level deliverables** that provide significant business value
|
||||
- **Major milestones** and epic-level features
|
||||
- **Critical infrastructure** work that affects the entire project
|
||||
- **Release-blocking** items
|
||||
|
||||
**What NOT to put in master**:
|
||||
- Detailed implementation subtasks (these go in feature-specific tags' parent tasks)
|
||||
- Refactoring work (create dedicated tags like `refactor-auth`)
|
||||
- Experimental features (use `experiment-*` tags)
|
||||
- Team member-specific tasks (use person-specific tags)
|
||||
|
||||
#### PRD-Driven Feature Development
|
||||
|
||||
**For New Major Features**:
|
||||
1. **Identify the Initiative**: When user describes a significant feature
|
||||
2. **Create Dedicated Tag**: `add_tag feature-[name] --description="[Feature description]"`
|
||||
3. **Collaborative PRD Creation**: Work with user to create comprehensive PRD in `.taskmaster/docs/feature-[name]-prd.txt`
|
||||
4. **Parse & Prepare**:
|
||||
- `parse_prd .taskmaster/docs/feature-[name]-prd.txt --tag=feature-[name]`
|
||||
- `analyze_project_complexity --tag=feature-[name] --research`
|
||||
- `expand_all --tag=feature-[name] --research`
|
||||
5. **Add Master Reference**: Create a high-level task in `master` that references the feature tag
|
||||
|
||||
**For Existing Codebase Analysis**:
|
||||
When users initialize Taskmaster on existing projects:
|
||||
1. **Codebase Discovery**: Use your native tools for producing deep context about the code base. You may use `research` tool with `--tree` and `--files` to collect up to date information using the existing architecture as context.
|
||||
2. **Collaborative Assessment**: Work with user to identify improvement areas, technical debt, or new features
|
||||
3. **Strategic PRD Creation**: Co-author PRDs that include:
|
||||
- Current state analysis (based on your codebase research)
|
||||
- Proposed improvements or new features
|
||||
- Implementation strategy considering existing code
|
||||
4. **Tag-Based Organization**: Parse PRDs into appropriate tags (`refactor-api`, `feature-dashboard`, `tech-debt`, etc.)
|
||||
5. **Master List Curation**: Keep only the most valuable initiatives in master
|
||||
|
||||
The parse-prd's `--append` flag enables the user to parse multple PRDs within tags or across tags. PRDs should be focused and the number of tasks they are parsed into should be strategically chosen relative to the PRD's complexity and level of detail.
|
||||
|
||||
### Workflow Transition Examples
|
||||
|
||||
**Example 1: Simple → Team-Based**
|
||||
```
|
||||
User: "Alice is going to help with the API work"
|
||||
Your Response: "Great! To avoid conflicts, I'll create a separate task context for your work. Alice can continue with the master list while you work in your own context. When you're ready to merge, we can coordinate the tasks back together."
|
||||
Action: add_tag my-api-work --copy-from-current --description="My API tasks while collaborating with Alice"
|
||||
```
|
||||
|
||||
**Example 2: Simple → PRD-Driven**
|
||||
```
|
||||
User: "I want to add a complete user dashboard with analytics, user management, and reporting"
|
||||
Your Response: "This sounds like a major feature that would benefit from detailed planning. Let me create a dedicated context for this work and we can draft a PRD together to ensure we capture all requirements."
|
||||
Actions:
|
||||
1. add_tag feature-dashboard --description="User dashboard with analytics and management"
|
||||
2. Collaborate on PRD creation
|
||||
3. parse_prd dashboard-prd.txt --tag=feature-dashboard
|
||||
4. Add high-level "User Dashboard" task to master
|
||||
```
|
||||
|
||||
**Example 3: Existing Project → Strategic Planning**
|
||||
```
|
||||
User: "I just initialized Taskmaster on my existing React app. It's getting messy and I want to improve it."
|
||||
Your Response: "Let me research your codebase to understand the current architecture, then we can create a strategic plan for improvements."
|
||||
Actions:
|
||||
1. research "Current React app architecture and improvement opportunities" --tree --files=src/
|
||||
2. Collaborate on improvement PRD based on findings
|
||||
3. Create tags for different improvement areas (refactor-components, improve-state-management, etc.)
|
||||
4. Keep only major improvement initiatives in master
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Primary Interaction: MCP Server vs. CLI
|
||||
|
||||
Taskmaster offers two primary ways to interact:
|
||||
|
||||
1. **MCP Server (Recommended for Integrated Tools)**:
|
||||
- For AI agents and integrated development environments (like Cursor), interacting via the **MCP server is the preferred method**.
|
||||
- The MCP server exposes Taskmaster functionality through a set of tools (e.g., `get_tasks`, `add_subtask`).
|
||||
- This method offers better performance, structured data exchange, and richer error handling compared to CLI parsing.
|
||||
- Refer to @`mcp.mdc` for details on the MCP architecture and available tools.
|
||||
- A comprehensive list and description of MCP tools and their corresponding CLI commands can be found in @`taskmaster.mdc`.
|
||||
- **Restart the MCP server** if core logic in `scripts/modules` or MCP tool/direct function definitions change.
|
||||
- **Note**: MCP tools fully support tagged task lists with complete tag management capabilities.
|
||||
|
||||
2. **`task-master` CLI (For Users & Fallback)**:
|
||||
- The global `task-master` command provides a user-friendly interface for direct terminal interaction.
|
||||
- It can also serve as a fallback if the MCP server is inaccessible or a specific function isn't exposed via MCP.
|
||||
- Install globally with `npm install -g task-master-ai` or use locally via `npx task-master-ai ...`.
|
||||
- The CLI commands often mirror the MCP tools (e.g., `task-master list` corresponds to `get_tasks`).
|
||||
- Refer to @`taskmaster.mdc` for a detailed command reference.
|
||||
- **Tagged Task Lists**: CLI fully supports the new tagged system with seamless migration.
|
||||
|
||||
## How the Tag System Works (For Your Reference)
|
||||
|
||||
- **Data Structure**: Tasks are organized into separate contexts (tags) like "master", "feature-branch", or "v2.0".
|
||||
- **Silent Migration**: Existing projects automatically migrate to use a "master" tag with zero disruption.
|
||||
- **Context Isolation**: Tasks in different tags are completely separate. Changes in one tag do not affect any other tag.
|
||||
- **Manual Control**: The user is always in control. There is no automatic switching. You facilitate switching by using `use-tag <name>`.
|
||||
- **Full CLI & MCP Support**: All tag management commands are available through both the CLI and MCP tools for you to use. Refer to @`taskmaster.mdc` for a full command list.
|
||||
|
||||
---
|
||||
|
||||
## Task Complexity Analysis
|
||||
|
||||
- Run `analyze_project_complexity` / `task-master analyze-complexity --research` (see @`taskmaster.mdc`) for comprehensive analysis
|
||||
- Review complexity report via `complexity_report` / `task-master complexity-report` (see @`taskmaster.mdc`) for a formatted, readable version.
|
||||
- Focus on tasks with highest complexity scores (8-10) for detailed breakdown
|
||||
- Use analysis results to determine appropriate subtask allocation
|
||||
- Note that reports are automatically used by the `expand_task` tool/command
|
||||
|
||||
## Task Breakdown Process
|
||||
|
||||
- Use `expand_task` / `task-master expand --id=<id>`. It automatically uses the complexity report if found, otherwise generates default number of subtasks.
|
||||
- Use `--num=<number>` to specify an explicit number of subtasks, overriding defaults or complexity report recommendations.
|
||||
- Add `--research` flag to leverage Perplexity AI for research-backed expansion.
|
||||
- Add `--force` flag to clear existing subtasks before generating new ones (default is to append).
|
||||
- Use `--prompt="<context>"` to provide additional context when needed.
|
||||
- Review and adjust generated subtasks as necessary.
|
||||
- Use `expand_all` tool or `task-master expand --all` to expand multiple pending tasks at once, respecting flags like `--force` and `--research`.
|
||||
- If subtasks need complete replacement (regardless of the `--force` flag on `expand`), clear them first with `clear_subtasks` / `task-master clear-subtasks --id=<id>`.
|
||||
|
||||
## Implementation Drift Handling
|
||||
|
||||
- When implementation differs significantly from planned approach
|
||||
- When future tasks need modification due to current implementation choices
|
||||
- When new dependencies or requirements emerge
|
||||
- Use `update` / `task-master update --from=<futureTaskId> --prompt='<explanation>\nUpdate context...' --research` to update multiple future tasks.
|
||||
- Use `update_task` / `task-master update-task --id=<taskId> --prompt='<explanation>\nUpdate context...' --research` to update a single specific task.
|
||||
|
||||
## Task Status Management
|
||||
|
||||
- Use 'pending' for tasks ready to be worked on
|
||||
- Use 'done' for completed and verified tasks
|
||||
- Use 'deferred' for postponed tasks
|
||||
- Add custom status values as needed for project-specific workflows
|
||||
|
||||
## Task Structure Fields
|
||||
|
||||
- **id**: Unique identifier for the task (Example: `1`, `1.1`)
|
||||
- **title**: Brief, descriptive title (Example: `"Initialize Repo"`)
|
||||
- **description**: Concise summary of what the task involves (Example: `"Create a new repository, set up initial structure."`)
|
||||
- **status**: Current state of the task (Example: `"pending"`, `"done"`, `"deferred"`)
|
||||
- **dependencies**: IDs of prerequisite tasks (Example: `[1, 2.1]`)
|
||||
- Dependencies are displayed with status indicators (✅ for completed, ⏱️ for pending)
|
||||
- This helps quickly identify which prerequisite tasks are blocking work
|
||||
- **priority**: Importance level (Example: `"high"`, `"medium"`, `"low"`)
|
||||
- **details**: In-depth implementation instructions (Example: `"Use GitHub client ID/secret, handle callback, set session token."`)
|
||||
- **testStrategy**: Verification approach (Example: `"Deploy and call endpoint to confirm 'Hello World' response."`)
|
||||
- **subtasks**: List of smaller, more specific tasks (Example: `[{"id": 1, "title": "Configure OAuth", ...}]`)
|
||||
- Refer to task structure details (previously linked to `tasks.mdc`).
|
||||
|
||||
## Configuration Management (Updated)
|
||||
|
||||
Taskmaster configuration is managed through two main mechanisms:
|
||||
|
||||
1. **`.taskmaster/config.json` File (Primary):**
|
||||
* Located in the project root directory.
|
||||
* Stores most configuration settings: AI model selections (main, research, fallback), parameters (max tokens, temperature), logging level, default subtasks/priority, project name, etc.
|
||||
* **Tagged System Settings**: Includes `global.defaultTag` (defaults to "master") and `tags` section for tag management configuration.
|
||||
* **Managed via `task-master models --setup` command.** Do not edit manually unless you know what you are doing.
|
||||
* **View/Set specific models via `task-master models` command or `models` MCP tool.**
|
||||
* Created automatically when you run `task-master models --setup` for the first time or during tagged system migration.
|
||||
|
||||
2. **Environment Variables (`.env` / `mcp.json`):**
|
||||
* Used **only** for sensitive API keys and specific endpoint URLs.
|
||||
* Place API keys (one per provider) in a `.env` file in the project root for CLI usage.
|
||||
* For MCP/Cursor integration, configure these keys in the `env` section of `.cursor/mcp.json`.
|
||||
* Available keys/variables: See `assets/env.example` or the Configuration section in the command reference (previously linked to `taskmaster.mdc`).
|
||||
|
||||
3. **`.taskmaster/state.json` File (Tagged System State):**
|
||||
* Tracks current tag context and migration status.
|
||||
* Automatically created during tagged system migration.
|
||||
* Contains: `currentTag`, `lastSwitched`, `migrationNoticeShown`.
|
||||
|
||||
**Important:** Non-API key settings (like model selections, `MAX_TOKENS`, `TASKMASTER_LOG_LEVEL`) are **no longer configured via environment variables**. Use the `task-master models` command (or `--setup` for interactive configuration) or the `models` MCP tool.
|
||||
**If AI commands FAIL in MCP** verify that the API key for the selected provider is present in the `env` section of `.cursor/mcp.json`.
|
||||
**If AI commands FAIL in CLI** verify that the API key for the selected provider is present in the `.env` file in the root of the project.
|
||||
|
||||
## Rules Management
|
||||
|
||||
Taskmaster supports multiple AI coding assistant rule sets that can be configured during project initialization or managed afterward:
|
||||
|
||||
- **Available Profiles**: Claude Code, Cline, Codex, Cursor, Roo Code, Trae, Windsurf (claude, cline, codex, cursor, roo, trae, windsurf)
|
||||
- **During Initialization**: Use `task-master init --rules cursor,windsurf` to specify which rule sets to include
|
||||
- **After Initialization**: Use `task-master rules add <profiles>` or `task-master rules remove <profiles>` to manage rule sets
|
||||
- **Interactive Setup**: Use `task-master rules setup` to launch an interactive prompt for selecting rule profiles
|
||||
- **Default Behavior**: If no `--rules` flag is specified during initialization, all available rule profiles are included
|
||||
- **Rule Structure**: Each profile creates its own directory (e.g., `.cursor/rules`, `.roo/rules`) with appropriate configuration files
|
||||
|
||||
## Determining the Next Task
|
||||
|
||||
- Run `next_task` / `task-master next` to show the next task to work on.
|
||||
- The command identifies tasks with all dependencies satisfied
|
||||
- Tasks are prioritized by priority level, dependency count, and ID
|
||||
- The command shows comprehensive task information including:
|
||||
- Basic task details and description
|
||||
- Implementation details
|
||||
- Subtasks (if they exist)
|
||||
- Contextual suggested actions
|
||||
- Recommended before starting any new development work
|
||||
- Respects your project's dependency structure
|
||||
- Ensures tasks are completed in the appropriate sequence
|
||||
- Provides ready-to-use commands for common task actions
|
||||
|
||||
## Viewing Specific Task Details
|
||||
|
||||
- Run `get_task` / `task-master show <id>` to view a specific task.
|
||||
- Use dot notation for subtasks: `task-master show 1.2` (shows subtask 2 of task 1)
|
||||
- Displays comprehensive information similar to the next command, but for a specific task
|
||||
- For parent tasks, shows all subtasks and their current status
|
||||
- For subtasks, shows parent task information and relationship
|
||||
- Provides contextual suggested actions appropriate for the specific task
|
||||
- Useful for examining task details before implementation or checking status
|
||||
|
||||
## Managing Task Dependencies
|
||||
|
||||
- Use `add_dependency` / `task-master add-dependency --id=<id> --depends-on=<id>` to add a dependency.
|
||||
- Use `remove_dependency` / `task-master remove-dependency --id=<id> --depends-on=<id>` to remove a dependency.
|
||||
- The system prevents circular dependencies and duplicate dependency entries
|
||||
- Dependencies are checked for existence before being added or removed
|
||||
- Task files are automatically regenerated after dependency changes
|
||||
- Dependencies are visualized with status indicators in task listings and files
|
||||
|
||||
## Task Reorganization
|
||||
|
||||
- Use `move_task` / `task-master move --from=<id> --to=<id>` to move tasks or subtasks within the hierarchy
|
||||
- This command supports several use cases:
|
||||
- Moving a standalone task to become a subtask (e.g., `--from=5 --to=7`)
|
||||
- Moving a subtask to become a standalone task (e.g., `--from=5.2 --to=7`)
|
||||
- Moving a subtask to a different parent (e.g., `--from=5.2 --to=7.3`)
|
||||
- Reordering subtasks within the same parent (e.g., `--from=5.2 --to=5.4`)
|
||||
- Moving a task to a new, non-existent ID position (e.g., `--from=5 --to=25`)
|
||||
- Moving multiple tasks at once using comma-separated IDs (e.g., `--from=10,11,12 --to=16,17,18`)
|
||||
- The system includes validation to prevent data loss:
|
||||
- Allows moving to non-existent IDs by creating placeholder tasks
|
||||
- Prevents moving to existing task IDs that have content (to avoid overwriting)
|
||||
- Validates source tasks exist before attempting to move them
|
||||
- The system maintains proper parent-child relationships and dependency integrity
|
||||
- Task files are automatically regenerated after the move operation
|
||||
- This provides greater flexibility in organizing and refining your task structure as project understanding evolves
|
||||
- This is especially useful when dealing with potential merge conflicts arising from teams creating tasks on separate branches. Solve these conflicts very easily by moving your tasks and keeping theirs.
|
||||
|
||||
## Iterative Subtask Implementation
|
||||
|
||||
Once a task has been broken down into subtasks using `expand_task` or similar methods, follow this iterative process for implementation:
|
||||
|
||||
1. **Understand the Goal (Preparation):**
|
||||
* Use `get_task` / `task-master show <subtaskId>` (see @`taskmaster.mdc`) to thoroughly understand the specific goals and requirements of the subtask.
|
||||
|
||||
2. **Initial Exploration & Planning (Iteration 1):**
|
||||
* This is the first attempt at creating a concrete implementation plan.
|
||||
* Explore the codebase to identify the precise files, functions, and even specific lines of code that will need modification.
|
||||
* Determine the intended code changes (diffs) and their locations.
|
||||
* Gather *all* relevant details from this exploration phase.
|
||||
|
||||
3. **Log the Plan:**
|
||||
* Run `update_subtask` / `task-master update-subtask --id=<subtaskId> --prompt='<detailed plan>'`.
|
||||
* Provide the *complete and detailed* findings from the exploration phase in the prompt. Include file paths, line numbers, proposed diffs, reasoning, and any potential challenges identified. Do not omit details. The goal is to create a rich, timestamped log within the subtask's `details`.
|
||||
|
||||
4. **Verify the Plan:**
|
||||
* Run `get_task` / `task-master show <subtaskId>` again to confirm that the detailed implementation plan has been successfully appended to the subtask's details.
|
||||
|
||||
5. **Begin Implementation:**
|
||||
* Set the subtask status using `set_task_status` / `task-master set-status --id=<subtaskId> --status=in-progress`.
|
||||
* Start coding based on the logged plan.
|
||||
|
||||
6. **Refine and Log Progress (Iteration 2+):**
|
||||
* As implementation progresses, you will encounter challenges, discover nuances, or confirm successful approaches.
|
||||
* **Before appending new information**: Briefly review the *existing* details logged in the subtask (using `get_task` or recalling from context) to ensure the update adds fresh insights and avoids redundancy.
|
||||
* **Regularly** use `update_subtask` / `task-master update-subtask --id=<subtaskId> --prompt='<update details>\n- What worked...\n- What didn't work...'` to append new findings.
|
||||
* **Crucially, log:**
|
||||
* What worked ("fundamental truths" discovered).
|
||||
* What didn't work and why (to avoid repeating mistakes).
|
||||
* Specific code snippets or configurations that were successful.
|
||||
* Decisions made, especially if confirmed with user input.
|
||||
* Any deviations from the initial plan and the reasoning.
|
||||
* The objective is to continuously enrich the subtask's details, creating a log of the implementation journey that helps the AI (and human developers) learn, adapt, and avoid repeating errors.
|
||||
|
||||
7. **Review & Update Rules (Post-Implementation):**
|
||||
* Once the implementation for the subtask is functionally complete, review all code changes and the relevant chat history.
|
||||
* Identify any new or modified code patterns, conventions, or best practices established during the implementation.
|
||||
* Create new or update existing rules following internal guidelines (previously linked to `cursor_rules.mdc` and `self_improve.mdc`).
|
||||
|
||||
8. **Mark Task Complete:**
|
||||
* After verifying the implementation and updating any necessary rules, mark the subtask as completed: `set_task_status` / `task-master set-status --id=<subtaskId> --status=done`.
|
||||
|
||||
9. **Commit Changes (If using Git):**
|
||||
* Stage the relevant code changes and any updated/new rule files (`git add .`).
|
||||
* Craft a comprehensive Git commit message summarizing the work done for the subtask, including both code implementation and any rule adjustments.
|
||||
* Execute the commit command directly in the terminal (e.g., `git commit -m 'feat(module): Implement feature X for subtask <subtaskId>\n\n- Details about changes...\n- Updated rule Y for pattern Z'`).
|
||||
* Consider if a Changeset is needed according to internal versioning guidelines (previously linked to `changeset.mdc`). If so, run `npm run changeset`, stage the generated file, and amend the commit or create a new one.
|
||||
|
||||
10. **Proceed to Next Subtask:**
|
||||
* Identify the next subtask (e.g., using `next_task` / `task-master next`).
|
||||
|
||||
## Code Analysis & Refactoring Techniques
|
||||
|
||||
- **Top-Level Function Search**:
|
||||
- Useful for understanding module structure or planning refactors.
|
||||
- Use grep/ripgrep to find exported functions/constants:
|
||||
`rg "export (async function|function|const) \w+"` or similar patterns.
|
||||
- Can help compare functions between files during migrations or identify potential naming conflicts.
|
||||
|
||||
---
|
||||
*This workflow provides a general guideline. Adapt it based on your specific project needs and team practices.*
|
||||
72
assets/rules/self_improve.mdc
Normal file
72
assets/rules/self_improve.mdc
Normal file
@@ -0,0 +1,72 @@
|
||||
---
|
||||
description: Guidelines for continuously improving Cursor rules based on emerging code patterns and best practices.
|
||||
globs: **/*
|
||||
alwaysApply: true
|
||||
---
|
||||
|
||||
- **Rule Improvement Triggers:**
|
||||
- New code patterns not covered by existing rules
|
||||
- Repeated similar implementations across files
|
||||
- Common error patterns that could be prevented
|
||||
- New libraries or tools being used consistently
|
||||
- Emerging best practices in the codebase
|
||||
|
||||
- **Analysis Process:**
|
||||
- Compare new code with existing rules
|
||||
- Identify patterns that should be standardized
|
||||
- Look for references to external documentation
|
||||
- Check for consistent error handling patterns
|
||||
- Monitor test patterns and coverage
|
||||
|
||||
- **Rule Updates:**
|
||||
- **Add New Rules When:**
|
||||
- A new technology/pattern is used in 3+ files
|
||||
- Common bugs could be prevented by a rule
|
||||
- Code reviews repeatedly mention the same feedback
|
||||
- New security or performance patterns emerge
|
||||
|
||||
- **Modify Existing Rules When:**
|
||||
- Better examples exist in the codebase
|
||||
- Additional edge cases are discovered
|
||||
- Related rules have been updated
|
||||
- Implementation details have changed
|
||||
|
||||
- **Example Pattern Recognition:**
|
||||
```typescript
|
||||
// If you see repeated patterns like:
|
||||
const data = await prisma.user.findMany({
|
||||
select: { id: true, email: true },
|
||||
where: { status: 'ACTIVE' }
|
||||
});
|
||||
|
||||
// Consider adding to [prisma.mdc](mdc:.cursor/rules/prisma.mdc):
|
||||
// - Standard select fields
|
||||
// - Common where conditions
|
||||
// - Performance optimization patterns
|
||||
```
|
||||
|
||||
- **Rule Quality Checks:**
|
||||
- Rules should be actionable and specific
|
||||
- Examples should come from actual code
|
||||
- References should be up to date
|
||||
- Patterns should be consistently enforced
|
||||
|
||||
- **Continuous Improvement:**
|
||||
- Monitor code review comments
|
||||
- Track common development questions
|
||||
- Update rules after major refactors
|
||||
- Add links to relevant documentation
|
||||
- Cross-reference related rules
|
||||
|
||||
- **Rule Deprecation:**
|
||||
- Mark outdated patterns as deprecated
|
||||
- Remove rules that no longer apply
|
||||
- Update references to deprecated rules
|
||||
- Document migration paths for old patterns
|
||||
|
||||
- **Documentation Updates:**
|
||||
- Keep examples synchronized with code
|
||||
- Update references to external docs
|
||||
- Maintain links between related rules
|
||||
- Document breaking changes
|
||||
Follow [cursor_rules.mdc](mdc:.cursor/rules/cursor_rules.mdc) for proper rule formatting and structure.
|
||||
558
assets/rules/taskmaster.mdc
Normal file
558
assets/rules/taskmaster.mdc
Normal file
@@ -0,0 +1,558 @@
|
||||
---
|
||||
description: Comprehensive reference for Taskmaster MCP tools and CLI commands.
|
||||
globs: **/*
|
||||
alwaysApply: true
|
||||
---
|
||||
|
||||
# Taskmaster Tool & Command Reference
|
||||
|
||||
This document provides a detailed reference for interacting with Taskmaster, covering both the recommended MCP tools, suitable for integrations like Cursor, and the corresponding `task-master` CLI commands, designed for direct user interaction or fallback.
|
||||
|
||||
**Note:** For interacting with Taskmaster programmatically or via integrated tools, using the **MCP tools is strongly recommended** due to better performance, structured data, and error handling. The CLI commands serve as a user-friendly alternative and fallback.
|
||||
|
||||
**Important:** Several MCP tools involve AI processing... The AI-powered tools include `parse_prd`, `analyze_project_complexity`, `update_subtask`, `update_task`, `update`, `expand_all`, `expand_task`, and `add_task`.
|
||||
|
||||
**🏷️ Tagged Task Lists System:** Task Master now supports **tagged task lists** for multi-context task management. This allows you to maintain separate, isolated lists of tasks for different features, branches, or experiments. Existing projects are seamlessly migrated to use a default "master" tag. Most commands now support a `--tag <name>` flag to specify which context to operate on. If omitted, commands use the currently active tag.
|
||||
|
||||
---
|
||||
|
||||
## Initialization & Setup
|
||||
|
||||
### 1. Initialize Project (`init`)
|
||||
|
||||
* **MCP Tool:** `initialize_project`
|
||||
* **CLI Command:** `task-master init [options]`
|
||||
* **Description:** `Set up the basic Taskmaster file structure and configuration in the current directory for a new project.`
|
||||
* **Key CLI Options:**
|
||||
* `--name <name>`: `Set the name for your project in Taskmaster's configuration.`
|
||||
* `--description <text>`: `Provide a brief description for your project.`
|
||||
* `--version <version>`: `Set the initial version for your project, e.g., '0.1.0'.`
|
||||
* `-y, --yes`: `Initialize Taskmaster quickly using default settings without interactive prompts.`
|
||||
* **Usage:** Run this once at the beginning of a new project.
|
||||
* **MCP Variant Description:** `Set up the basic Taskmaster file structure and configuration in the current directory for a new project by running the 'task-master init' command.`
|
||||
* **Key MCP Parameters/Options:**
|
||||
* `projectName`: `Set the name for your project.` (CLI: `--name <name>`)
|
||||
* `projectDescription`: `Provide a brief description for your project.` (CLI: `--description <text>`)
|
||||
* `projectVersion`: `Set the initial version for your project, e.g., '0.1.0'.` (CLI: `--version <version>`)
|
||||
* `authorName`: `Author name.` (CLI: `--author <author>`)
|
||||
* `skipInstall`: `Skip installing dependencies. Default is false.` (CLI: `--skip-install`)
|
||||
* `addAliases`: `Add shell aliases tm and taskmaster. Default is false.` (CLI: `--aliases`)
|
||||
* `yes`: `Skip prompts and use defaults/provided arguments. Default is false.` (CLI: `-y, --yes`)
|
||||
* **Usage:** Run this once at the beginning of a new project, typically via an integrated tool like Cursor. Operates on the current working directory of the MCP server.
|
||||
* **Important:** Once complete, you *MUST* parse a prd in order to generate tasks. There will be no tasks files until then. The next step after initializing should be to create a PRD using the example PRD in .taskmaster/templates/example_prd.txt.
|
||||
* **Tagging:** Use the `--tag` option to parse the PRD into a specific, non-default tag context. If the tag doesn't exist, it will be created automatically. Example: `task-master parse-prd spec.txt --tag=new-feature`.
|
||||
|
||||
### 2. Parse PRD (`parse_prd`)
|
||||
|
||||
* **MCP Tool:** `parse_prd`
|
||||
* **CLI Command:** `task-master parse-prd [file] [options]`
|
||||
* **Description:** `Parse a Product Requirements Document, PRD, or text file with Taskmaster to automatically generate an initial set of tasks in tasks.json.`
|
||||
* **Key Parameters/Options:**
|
||||
* `input`: `Path to your PRD or requirements text file that Taskmaster should parse for tasks.` (CLI: `[file]` positional or `-i, --input <file>`)
|
||||
* `output`: `Specify where Taskmaster should save the generated 'tasks.json' file. Defaults to '.taskmaster/tasks/tasks.json'.` (CLI: `-o, --output <file>`)
|
||||
* `numTasks`: `Approximate number of top-level tasks Taskmaster should aim to generate from the document.` (CLI: `-n, --num-tasks <number>`)
|
||||
* `force`: `Use this to allow Taskmaster to overwrite an existing 'tasks.json' without asking for confirmation.` (CLI: `-f, --force`)
|
||||
* **Usage:** Useful for bootstrapping a project from an existing requirements document.
|
||||
* **Notes:** Task Master will strictly adhere to any specific requirements mentioned in the PRD, such as libraries, database schemas, frameworks, tech stacks, etc., while filling in any gaps where the PRD isn't fully specified. Tasks are designed to provide the most direct implementation path while avoiding over-engineering.
|
||||
* **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress. If the user does not have a PRD, suggest discussing their idea and then use the example PRD in `.taskmaster/templates/example_prd.txt` as a template for creating the PRD based on their idea, for use with `parse-prd`.
|
||||
|
||||
---
|
||||
|
||||
## AI Model Configuration
|
||||
|
||||
### 2. Manage Models (`models`)
|
||||
* **MCP Tool:** `models`
|
||||
* **CLI Command:** `task-master models [options]`
|
||||
* **Description:** `View the current AI model configuration or set specific models for different roles (main, research, fallback). Allows setting custom model IDs for Ollama and OpenRouter.`
|
||||
* **Key MCP Parameters/Options:**
|
||||
* `setMain <model_id>`: `Set the primary model ID for task generation/updates.` (CLI: `--set-main <model_id>`)
|
||||
* `setResearch <model_id>`: `Set the model ID for research-backed operations.` (CLI: `--set-research <model_id>`)
|
||||
* `setFallback <model_id>`: `Set the model ID to use if the primary fails.` (CLI: `--set-fallback <model_id>`)
|
||||
* `ollama <boolean>`: `Indicates the set model ID is a custom Ollama model.` (CLI: `--ollama`)
|
||||
* `openrouter <boolean>`: `Indicates the set model ID is a custom OpenRouter model.` (CLI: `--openrouter`)
|
||||
* `listAvailableModels <boolean>`: `If true, lists available models not currently assigned to a role.` (CLI: No direct equivalent; CLI lists available automatically)
|
||||
* `projectRoot <string>`: `Optional. Absolute path to the project root directory.` (CLI: Determined automatically)
|
||||
* **Key CLI Options:**
|
||||
* `--set-main <model_id>`: `Set the primary model.`
|
||||
* `--set-research <model_id>`: `Set the research model.`
|
||||
* `--set-fallback <model_id>`: `Set the fallback model.`
|
||||
* `--ollama`: `Specify that the provided model ID is for Ollama (use with --set-*).`
|
||||
* `--openrouter`: `Specify that the provided model ID is for OpenRouter (use with --set-*). Validates against OpenRouter API.`
|
||||
* `--bedrock`: `Specify that the provided model ID is for AWS Bedrock (use with --set-*).`
|
||||
* `--setup`: `Run interactive setup to configure models, including custom Ollama/OpenRouter IDs.`
|
||||
* **Usage (MCP):** Call without set flags to get current config. Use `setMain`, `setResearch`, or `setFallback` with a valid model ID to update the configuration. Use `listAvailableModels: true` to get a list of unassigned models. To set a custom model, provide the model ID and set `ollama: true` or `openrouter: true`.
|
||||
* **Usage (CLI):** Run without flags to view current configuration and available models. Use set flags to update specific roles. Use `--setup` for guided configuration, including custom models. To set a custom model via flags, use `--set-<role>=<model_id>` along with either `--ollama` or `--openrouter`.
|
||||
* **Notes:** Configuration is stored in `.taskmaster/config.json` in the project root. This command/tool modifies that file. Use `listAvailableModels` or `task-master models` to see internally supported models. OpenRouter custom models are validated against their live API. Ollama custom models are not validated live.
|
||||
* **API note:** API keys for selected AI providers (based on their model) need to exist in the mcp.json file to be accessible in MCP context. The API keys must be present in the local .env file for the CLI to be able to read them.
|
||||
* **Model costs:** The costs in supported models are expressed in dollars. An input/output value of 3 is $3.00. A value of 0.8 is $0.80.
|
||||
* **Warning:** DO NOT MANUALLY EDIT THE .taskmaster/config.json FILE. Use the included commands either in the MCP or CLI format as needed. Always prioritize MCP tools when available and use the CLI as a fallback.
|
||||
|
||||
---
|
||||
|
||||
## Task Listing & Viewing
|
||||
|
||||
### 3. Get Tasks (`get_tasks`)
|
||||
|
||||
* **MCP Tool:** `get_tasks`
|
||||
* **CLI Command:** `task-master list [options]`
|
||||
* **Description:** `List your Taskmaster tasks, optionally filtering by status and showing subtasks.`
|
||||
* **Key Parameters/Options:**
|
||||
* `status`: `Show only Taskmaster tasks matching this status (or multiple statuses, comma-separated), e.g., 'pending' or 'done,in-progress'.` (CLI: `-s, --status <status>`)
|
||||
* `withSubtasks`: `Include subtasks indented under their parent tasks in the list.` (CLI: `--with-subtasks`)
|
||||
* `tag`: `Specify which tag context to list tasks from. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Get an overview of the project status, often used at the start of a work session.
|
||||
|
||||
### 4. Get Next Task (`next_task`)
|
||||
|
||||
* **MCP Tool:** `next_task`
|
||||
* **CLI Command:** `task-master next [options]`
|
||||
* **Description:** `Ask Taskmaster to show the next available task you can work on, based on status and completed dependencies.`
|
||||
* **Key Parameters/Options:**
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* `tag`: `Specify which tag context to use. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* **Usage:** Identify what to work on next according to the plan.
|
||||
|
||||
### 5. Get Task Details (`get_task`)
|
||||
|
||||
* **MCP Tool:** `get_task`
|
||||
* **CLI Command:** `task-master show [id] [options]`
|
||||
* **Description:** `Display detailed information for one or more specific Taskmaster tasks or subtasks by ID.`
|
||||
* **Key Parameters/Options:**
|
||||
* `id`: `Required. The ID of the Taskmaster task (e.g., '15'), subtask (e.g., '15.2'), or a comma-separated list of IDs ('1,5,10.2') you want to view.` (CLI: `[id]` positional or `-i, --id <id>`)
|
||||
* `tag`: `Specify which tag context to get the task(s) from. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Understand the full details for a specific task. When multiple IDs are provided, a summary table is shown.
|
||||
* **CRITICAL INFORMATION** If you need to collect information from multiple tasks, use comma-separated IDs (i.e. 1,2,3) to receive an array of tasks. Do not needlessly get tasks one at a time if you need to get many as that is wasteful.
|
||||
|
||||
---
|
||||
|
||||
## Task Creation & Modification
|
||||
|
||||
### 6. Add Task (`add_task`)
|
||||
|
||||
* **MCP Tool:** `add_task`
|
||||
* **CLI Command:** `task-master add-task [options]`
|
||||
* **Description:** `Add a new task to Taskmaster by describing it; AI will structure it.`
|
||||
* **Key Parameters/Options:**
|
||||
* `prompt`: `Required. Describe the new task you want Taskmaster to create, e.g., "Implement user authentication using JWT".` (CLI: `-p, --prompt <text>`)
|
||||
* `dependencies`: `Specify the IDs of any Taskmaster tasks that must be completed before this new one can start, e.g., '12,14'.` (CLI: `-d, --dependencies <ids>`)
|
||||
* `priority`: `Set the priority for the new task: 'high', 'medium', or 'low'. Default is 'medium'.` (CLI: `--priority <priority>`)
|
||||
* `research`: `Enable Taskmaster to use the research role for potentially more informed task creation.` (CLI: `-r, --research`)
|
||||
* `tag`: `Specify which tag context to add the task to. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Quickly add newly identified tasks during development.
|
||||
* **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
|
||||
|
||||
### 7. Add Subtask (`add_subtask`)
|
||||
|
||||
* **MCP Tool:** `add_subtask`
|
||||
* **CLI Command:** `task-master add-subtask [options]`
|
||||
* **Description:** `Add a new subtask to a Taskmaster parent task, or convert an existing task into a subtask.`
|
||||
* **Key Parameters/Options:**
|
||||
* `id` / `parent`: `Required. The ID of the Taskmaster task that will be the parent.` (MCP: `id`, CLI: `-p, --parent <id>`)
|
||||
* `taskId`: `Use this if you want to convert an existing top-level Taskmaster task into a subtask of the specified parent.` (CLI: `-i, --task-id <id>`)
|
||||
* `title`: `Required if not using taskId. The title for the new subtask Taskmaster should create.` (CLI: `-t, --title <title>`)
|
||||
* `description`: `A brief description for the new subtask.` (CLI: `-d, --description <text>`)
|
||||
* `details`: `Provide implementation notes or details for the new subtask.` (CLI: `--details <text>`)
|
||||
* `dependencies`: `Specify IDs of other tasks or subtasks, e.g., '15' or '16.1', that must be done before this new subtask.` (CLI: `--dependencies <ids>`)
|
||||
* `status`: `Set the initial status for the new subtask. Default is 'pending'.` (CLI: `-s, --status <status>`)
|
||||
* `skipGenerate`: `Prevent Taskmaster from automatically regenerating markdown task files after adding the subtask.` (CLI: `--skip-generate`)
|
||||
* `tag`: `Specify which tag context to operate on. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Break down tasks manually or reorganize existing tasks.
|
||||
|
||||
### 8. Update Tasks (`update`)
|
||||
|
||||
* **MCP Tool:** `update`
|
||||
* **CLI Command:** `task-master update [options]`
|
||||
* **Description:** `Update multiple upcoming tasks in Taskmaster based on new context or changes, starting from a specific task ID.`
|
||||
* **Key Parameters/Options:**
|
||||
* `from`: `Required. The ID of the first task Taskmaster should update. All tasks with this ID or higher that are not 'done' will be considered.` (CLI: `--from <id>`)
|
||||
* `prompt`: `Required. Explain the change or new context for Taskmaster to apply to the tasks, e.g., "We are now using React Query instead of Redux Toolkit for data fetching".` (CLI: `-p, --prompt <text>`)
|
||||
* `research`: `Enable Taskmaster to use the research role for more informed updates. Requires appropriate API key.` (CLI: `-r, --research`)
|
||||
* `tag`: `Specify which tag context to operate on. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Handle significant implementation changes or pivots that affect multiple future tasks. Example CLI: `task-master update --from='18' --prompt='Switching to React Query.\nNeed to refactor data fetching...'`
|
||||
* **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
|
||||
|
||||
### 9. Update Task (`update_task`)
|
||||
|
||||
* **MCP Tool:** `update_task`
|
||||
* **CLI Command:** `task-master update-task [options]`
|
||||
* **Description:** `Modify a specific Taskmaster task by ID, incorporating new information or changes. By default, this replaces the existing task details.`
|
||||
* **Key Parameters/Options:**
|
||||
* `id`: `Required. The specific ID of the Taskmaster task, e.g., '15', you want to update.` (CLI: `-i, --id <id>`)
|
||||
* `prompt`: `Required. Explain the specific changes or provide the new information Taskmaster should incorporate into this task.` (CLI: `-p, --prompt <text>`)
|
||||
* `append`: `If true, appends the prompt content to the task's details with a timestamp, rather than replacing them. Behaves like update-subtask.` (CLI: `--append`)
|
||||
* `research`: `Enable Taskmaster to use the research role for more informed updates. Requires appropriate API key.` (CLI: `-r, --research`)
|
||||
* `tag`: `Specify which tag context the task belongs to. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Refine a specific task based on new understanding. Use `--append` to log progress without creating subtasks.
|
||||
* **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
|
||||
|
||||
### 10. Update Subtask (`update_subtask`)
|
||||
|
||||
* **MCP Tool:** `update_subtask`
|
||||
* **CLI Command:** `task-master update-subtask [options]`
|
||||
* **Description:** `Append timestamped notes or details to a specific Taskmaster subtask without overwriting existing content. Intended for iterative implementation logging.`
|
||||
* **Key Parameters/Options:**
|
||||
* `id`: `Required. The ID of the Taskmaster subtask, e.g., '5.2', to update with new information.` (CLI: `-i, --id <id>`)
|
||||
* `prompt`: `Required. The information, findings, or progress notes to append to the subtask's details with a timestamp.` (CLI: `-p, --prompt <text>`)
|
||||
* `research`: `Enable Taskmaster to use the research role for more informed updates. Requires appropriate API key.` (CLI: `-r, --research`)
|
||||
* `tag`: `Specify which tag context the subtask belongs to. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Log implementation progress, findings, and discoveries during subtask development. Each update is timestamped and appended to preserve the implementation journey.
|
||||
* **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
|
||||
|
||||
### 11. Set Task Status (`set_task_status`)
|
||||
|
||||
* **MCP Tool:** `set_task_status`
|
||||
* **CLI Command:** `task-master set-status [options]`
|
||||
* **Description:** `Update the status of one or more Taskmaster tasks or subtasks, e.g., 'pending', 'in-progress', 'done'.`
|
||||
* **Key Parameters/Options:**
|
||||
* `id`: `Required. The ID(s) of the Taskmaster task(s) or subtask(s), e.g., '15', '15.2', or '16,17.1', to update.` (CLI: `-i, --id <id>`)
|
||||
* `status`: `Required. The new status to set, e.g., 'done', 'pending', 'in-progress', 'review', 'cancelled'.` (CLI: `-s, --status <status>`)
|
||||
* `tag`: `Specify which tag context to operate on. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Mark progress as tasks move through the development cycle.
|
||||
|
||||
### 12. Remove Task (`remove_task`)
|
||||
|
||||
* **MCP Tool:** `remove_task`
|
||||
* **CLI Command:** `task-master remove-task [options]`
|
||||
* **Description:** `Permanently remove a task or subtask from the Taskmaster tasks list.`
|
||||
* **Key Parameters/Options:**
|
||||
* `id`: `Required. The ID of the Taskmaster task, e.g., '5', or subtask, e.g., '5.2', to permanently remove.` (CLI: `-i, --id <id>`)
|
||||
* `yes`: `Skip the confirmation prompt and immediately delete the task.` (CLI: `-y, --yes`)
|
||||
* `tag`: `Specify which tag context to operate on. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Permanently delete tasks or subtasks that are no longer needed in the project.
|
||||
* **Notes:** Use with caution as this operation cannot be undone. Consider using 'blocked', 'cancelled', or 'deferred' status instead if you just want to exclude a task from active planning but keep it for reference. The command automatically cleans up dependency references in other tasks.
|
||||
|
||||
---
|
||||
|
||||
## Task Structure & Breakdown
|
||||
|
||||
### 13. Expand Task (`expand_task`)
|
||||
|
||||
* **MCP Tool:** `expand_task`
|
||||
* **CLI Command:** `task-master expand [options]`
|
||||
* **Description:** `Use Taskmaster's AI to break down a complex task into smaller, manageable subtasks. Appends subtasks by default.`
|
||||
* **Key Parameters/Options:**
|
||||
* `id`: `The ID of the specific Taskmaster task you want to break down into subtasks.` (CLI: `-i, --id <id>`)
|
||||
* `num`: `Optional: Suggests how many subtasks Taskmaster should aim to create. Uses complexity analysis/defaults otherwise.` (CLI: `-n, --num <number>`)
|
||||
* `research`: `Enable Taskmaster to use the research role for more informed subtask generation. Requires appropriate API key.` (CLI: `-r, --research`)
|
||||
* `prompt`: `Optional: Provide extra context or specific instructions to Taskmaster for generating the subtasks.` (CLI: `-p, --prompt <text>`)
|
||||
* `force`: `Optional: If true, clear existing subtasks before generating new ones. Default is false (append).` (CLI: `--force`)
|
||||
* `tag`: `Specify which tag context the task belongs to. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Generate a detailed implementation plan for a complex task before starting coding. Automatically uses complexity report recommendations if available and `num` is not specified.
|
||||
* **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
|
||||
|
||||
### 14. Expand All Tasks (`expand_all`)
|
||||
|
||||
* **MCP Tool:** `expand_all`
|
||||
* **CLI Command:** `task-master expand --all [options]` (Note: CLI uses the `expand` command with the `--all` flag)
|
||||
* **Description:** `Tell Taskmaster to automatically expand all eligible pending/in-progress tasks based on complexity analysis or defaults. Appends subtasks by default.`
|
||||
* **Key Parameters/Options:**
|
||||
* `num`: `Optional: Suggests how many subtasks Taskmaster should aim to create per task.` (CLI: `-n, --num <number>`)
|
||||
* `research`: `Enable research role for more informed subtask generation. Requires appropriate API key.` (CLI: `-r, --research`)
|
||||
* `prompt`: `Optional: Provide extra context for Taskmaster to apply generally during expansion.` (CLI: `-p, --prompt <text>`)
|
||||
* `force`: `Optional: If true, clear existing subtasks before generating new ones for each eligible task. Default is false (append).` (CLI: `--force`)
|
||||
* `tag`: `Specify which tag context to expand. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Useful after initial task generation or complexity analysis to break down multiple tasks at once.
|
||||
* **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
|
||||
|
||||
### 15. Clear Subtasks (`clear_subtasks`)
|
||||
|
||||
* **MCP Tool:** `clear_subtasks`
|
||||
* **CLI Command:** `task-master clear-subtasks [options]`
|
||||
* **Description:** `Remove all subtasks from one or more specified Taskmaster parent tasks.`
|
||||
* **Key Parameters/Options:**
|
||||
* `id`: `The ID(s) of the Taskmaster parent task(s) whose subtasks you want to remove, e.g., '15' or '16,18'. Required unless using `all`.) (CLI: `-i, --id <ids>`)
|
||||
* `all`: `Tell Taskmaster to remove subtasks from all parent tasks.` (CLI: `--all`)
|
||||
* `tag`: `Specify which tag context to operate on. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Used before regenerating subtasks with `expand_task` if the previous breakdown needs replacement.
|
||||
|
||||
### 16. Remove Subtask (`remove_subtask`)
|
||||
|
||||
* **MCP Tool:** `remove_subtask`
|
||||
* **CLI Command:** `task-master remove-subtask [options]`
|
||||
* **Description:** `Remove a subtask from its Taskmaster parent, optionally converting it into a standalone task.`
|
||||
* **Key Parameters/Options:**
|
||||
* `id`: `Required. The ID(s) of the Taskmaster subtask(s) to remove, e.g., '15.2' or '16.1,16.3'.` (CLI: `-i, --id <id>`)
|
||||
* `convert`: `If used, Taskmaster will turn the subtask into a regular top-level task instead of deleting it.` (CLI: `-c, --convert`)
|
||||
* `skipGenerate`: `Prevent Taskmaster from automatically regenerating markdown task files after removing the subtask.` (CLI: `--skip-generate`)
|
||||
* `tag`: `Specify which tag context to operate on. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Delete unnecessary subtasks or promote a subtask to a top-level task.
|
||||
|
||||
### 17. Move Task (`move_task`)
|
||||
|
||||
* **MCP Tool:** `move_task`
|
||||
* **CLI Command:** `task-master move [options]`
|
||||
* **Description:** `Move a task or subtask to a new position within the task hierarchy.`
|
||||
* **Key Parameters/Options:**
|
||||
* `from`: `Required. ID of the task/subtask to move (e.g., "5" or "5.2"). Can be comma-separated for multiple tasks.` (CLI: `--from <id>`)
|
||||
* `to`: `Required. ID of the destination (e.g., "7" or "7.3"). Must match the number of source IDs if comma-separated.` (CLI: `--to <id>`)
|
||||
* `tag`: `Specify which tag context to operate on. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Reorganize tasks by moving them within the hierarchy. Supports various scenarios like:
|
||||
* Moving a task to become a subtask
|
||||
* Moving a subtask to become a standalone task
|
||||
* Moving a subtask to a different parent
|
||||
* Reordering subtasks within the same parent
|
||||
* Moving a task to a new, non-existent ID (automatically creates placeholders)
|
||||
* Moving multiple tasks at once with comma-separated IDs
|
||||
* **Validation Features:**
|
||||
* Allows moving tasks to non-existent destination IDs (creates placeholder tasks)
|
||||
* Prevents moving to existing task IDs that already have content (to avoid overwriting)
|
||||
* Validates that source tasks exist before attempting to move them
|
||||
* Maintains proper parent-child relationships
|
||||
* **Example CLI:** `task-master move --from=5.2 --to=7.3` to move subtask 5.2 to become subtask 7.3.
|
||||
* **Example Multi-Move:** `task-master move --from=10,11,12 --to=16,17,18` to move multiple tasks to new positions.
|
||||
* **Common Use:** Resolving merge conflicts in tasks.json when multiple team members create tasks on different branches.
|
||||
|
||||
---
|
||||
|
||||
## Dependency Management
|
||||
|
||||
### 18. Add Dependency (`add_dependency`)
|
||||
|
||||
* **MCP Tool:** `add_dependency`
|
||||
* **CLI Command:** `task-master add-dependency [options]`
|
||||
* **Description:** `Define a dependency in Taskmaster, making one task a prerequisite for another.`
|
||||
* **Key Parameters/Options:**
|
||||
* `id`: `Required. The ID of the Taskmaster task that will depend on another.` (CLI: `-i, --id <id>`)
|
||||
* `dependsOn`: `Required. The ID of the Taskmaster task that must be completed first, the prerequisite.` (CLI: `-d, --depends-on <id>`)
|
||||
* `tag`: `Specify which tag context to operate on. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <path>`)
|
||||
* **Usage:** Establish the correct order of execution between tasks.
|
||||
|
||||
### 19. Remove Dependency (`remove_dependency`)
|
||||
|
||||
* **MCP Tool:** `remove_dependency`
|
||||
* **CLI Command:** `task-master remove-dependency [options]`
|
||||
* **Description:** `Remove a dependency relationship between two Taskmaster tasks.`
|
||||
* **Key Parameters/Options:**
|
||||
* `id`: `Required. The ID of the Taskmaster task you want to remove a prerequisite from.` (CLI: `-i, --id <id>`)
|
||||
* `dependsOn`: `Required. The ID of the Taskmaster task that should no longer be a prerequisite.` (CLI: `-d, --depends-on <id>`)
|
||||
* `tag`: `Specify which tag context to operate on. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Update task relationships when the order of execution changes.
|
||||
|
||||
### 20. Validate Dependencies (`validate_dependencies`)
|
||||
|
||||
* **MCP Tool:** `validate_dependencies`
|
||||
* **CLI Command:** `task-master validate-dependencies [options]`
|
||||
* **Description:** `Check your Taskmaster tasks for dependency issues (like circular references or links to non-existent tasks) without making changes.`
|
||||
* **Key Parameters/Options:**
|
||||
* `tag`: `Specify which tag context to validate. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Audit the integrity of your task dependencies.
|
||||
|
||||
### 21. Fix Dependencies (`fix_dependencies`)
|
||||
|
||||
* **MCP Tool:** `fix_dependencies`
|
||||
* **CLI Command:** `task-master fix-dependencies [options]`
|
||||
* **Description:** `Automatically fix dependency issues (like circular references or links to non-existent tasks) in your Taskmaster tasks.`
|
||||
* **Key Parameters/Options:**
|
||||
* `tag`: `Specify which tag context to fix dependencies in. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Clean up dependency errors automatically.
|
||||
|
||||
---
|
||||
|
||||
## Analysis & Reporting
|
||||
|
||||
### 22. Analyze Project Complexity (`analyze_project_complexity`)
|
||||
|
||||
* **MCP Tool:** `analyze_project_complexity`
|
||||
* **CLI Command:** `task-master analyze-complexity [options]`
|
||||
* **Description:** `Have Taskmaster analyze your tasks to determine their complexity and suggest which ones need to be broken down further.`
|
||||
* **Key Parameters/Options:**
|
||||
* `output`: `Where to save the complexity analysis report. Default is '.taskmaster/reports/task-complexity-report.json' (or '..._tagname.json' if a tag is used).` (CLI: `-o, --output <file>`)
|
||||
* `threshold`: `The minimum complexity score (1-10) that should trigger a recommendation to expand a task.` (CLI: `-t, --threshold <number>`)
|
||||
* `research`: `Enable research role for more accurate complexity analysis. Requires appropriate API key.` (CLI: `-r, --research`)
|
||||
* `tag`: `Specify which tag context to analyze. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Used before breaking down tasks to identify which ones need the most attention.
|
||||
* **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
|
||||
|
||||
### 23. View Complexity Report (`complexity_report`)
|
||||
|
||||
* **MCP Tool:** `complexity_report`
|
||||
* **CLI Command:** `task-master complexity-report [options]`
|
||||
* **Description:** `Display the task complexity analysis report in a readable format.`
|
||||
* **Key Parameters/Options:**
|
||||
* `tag`: `Specify which tag context to show the report for. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to the complexity report (default: '.taskmaster/reports/task-complexity-report.json').` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Review and understand the complexity analysis results after running analyze-complexity.
|
||||
|
||||
---
|
||||
|
||||
## File Management
|
||||
|
||||
### 24. Generate Task Files (`generate`)
|
||||
|
||||
* **MCP Tool:** `generate`
|
||||
* **CLI Command:** `task-master generate [options]`
|
||||
* **Description:** `Create or update individual Markdown files for each task based on your tasks.json.`
|
||||
* **Key Parameters/Options:**
|
||||
* `output`: `The directory where Taskmaster should save the task files (default: in a 'tasks' directory).` (CLI: `-o, --output <directory>`)
|
||||
* `tag`: `Specify which tag context to generate files for. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* **Usage:** Run this after making changes to tasks.json to keep individual task files up to date. This command is now manual and no longer runs automatically.
|
||||
|
||||
---
|
||||
|
||||
## AI-Powered Research
|
||||
|
||||
### 25. Research (`research`)
|
||||
|
||||
* **MCP Tool:** `research`
|
||||
* **CLI Command:** `task-master research [options]`
|
||||
* **Description:** `Perform AI-powered research queries with project context to get fresh, up-to-date information beyond the AI's knowledge cutoff.`
|
||||
* **Key Parameters/Options:**
|
||||
* `query`: `Required. Research query/prompt (e.g., "What are the latest best practices for React Query v5?").` (CLI: `[query]` positional or `-q, --query <text>`)
|
||||
* `taskIds`: `Comma-separated list of task/subtask IDs from the current tag context (e.g., "15,16.2,17").` (CLI: `-i, --id <ids>`)
|
||||
* `filePaths`: `Comma-separated list of file paths for context (e.g., "src/api.js,docs/readme.md").` (CLI: `-f, --files <paths>`)
|
||||
* `customContext`: `Additional custom context text to include in the research.` (CLI: `-c, --context <text>`)
|
||||
* `includeProjectTree`: `Include project file tree structure in context (default: false).` (CLI: `--tree`)
|
||||
* `detailLevel`: `Detail level for the research response: 'low', 'medium', 'high' (default: medium).` (CLI: `--detail <level>`)
|
||||
* `saveTo`: `Task or subtask ID (e.g., "15", "15.2") to automatically save the research conversation to.` (CLI: `--save-to <id>`)
|
||||
* `saveFile`: `If true, saves the research conversation to a markdown file in '.taskmaster/docs/research/'.` (CLI: `--save-file`)
|
||||
* `noFollowup`: `Disables the interactive follow-up question menu in the CLI.` (CLI: `--no-followup`)
|
||||
* `tag`: `Specify which tag context to use for task-based context gathering. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
* `projectRoot`: `The directory of the project. Must be an absolute path.` (CLI: Determined automatically)
|
||||
* **Usage:** **This is a POWERFUL tool that agents should use FREQUENTLY** to:
|
||||
* Get fresh information beyond knowledge cutoff dates
|
||||
* Research latest best practices, library updates, security patches
|
||||
* Find implementation examples for specific technologies
|
||||
* Validate approaches against current industry standards
|
||||
* Get contextual advice based on project files and tasks
|
||||
* **When to Consider Using Research:**
|
||||
* **Before implementing any task** - Research current best practices
|
||||
* **When encountering new technologies** - Get up-to-date implementation guidance (libraries, apis, etc)
|
||||
* **For security-related tasks** - Find latest security recommendations
|
||||
* **When updating dependencies** - Research breaking changes and migration guides
|
||||
* **For performance optimization** - Get current performance best practices
|
||||
* **When debugging complex issues** - Research known solutions and workarounds
|
||||
* **Research + Action Pattern:**
|
||||
* Use `research` to gather fresh information
|
||||
* Use `update_subtask` to commit findings with timestamps
|
||||
* Use `update_task` to incorporate research into task details
|
||||
* Use `add_task` with research flag for informed task creation
|
||||
* **Important:** This MCP tool makes AI calls and can take up to a minute to complete. The research provides FRESH data beyond the AI's training cutoff, making it invaluable for current best practices and recent developments.
|
||||
|
||||
---
|
||||
|
||||
## Tag Management
|
||||
|
||||
This new suite of commands allows you to manage different task contexts (tags).
|
||||
|
||||
### 26. List Tags (`tags`)
|
||||
|
||||
* **MCP Tool:** `list_tags`
|
||||
* **CLI Command:** `task-master tags [options]`
|
||||
* **Description:** `List all available tags with task counts, completion status, and other metadata.`
|
||||
* **Key Parameters/Options:**
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
* `--show-metadata`: `Include detailed metadata in the output (e.g., creation date, description).` (CLI: `--show-metadata`)
|
||||
|
||||
### 27. Add Tag (`add_tag`)
|
||||
|
||||
* **MCP Tool:** `add_tag`
|
||||
* **CLI Command:** `task-master add-tag <tagName> [options]`
|
||||
* **Description:** `Create a new, empty tag context, or copy tasks from another tag.`
|
||||
* **Key Parameters/Options:**
|
||||
* `tagName`: `Name of the new tag to create (alphanumeric, hyphens, underscores).` (CLI: `<tagName>` positional)
|
||||
* `--from-branch`: `Creates a tag with a name derived from the current git branch, ignoring the <tagName> argument.` (CLI: `--from-branch`)
|
||||
* `--copy-from-current`: `Copy tasks from the currently active tag to the new tag.` (CLI: `--copy-from-current`)
|
||||
* `--copy-from <tag>`: `Copy tasks from a specific source tag to the new tag.` (CLI: `--copy-from <tag>`)
|
||||
* `--description <text>`: `Provide an optional description for the new tag.` (CLI: `-d, --description <text>`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
|
||||
### 28. Delete Tag (`delete_tag`)
|
||||
|
||||
* **MCP Tool:** `delete_tag`
|
||||
* **CLI Command:** `task-master delete-tag <tagName> [options]`
|
||||
* **Description:** `Permanently delete a tag and all of its associated tasks.`
|
||||
* **Key Parameters/Options:**
|
||||
* `tagName`: `Name of the tag to delete.` (CLI: `<tagName>` positional)
|
||||
* `--yes`: `Skip the confirmation prompt.` (CLI: `-y, --yes`)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
|
||||
### 29. Use Tag (`use_tag`)
|
||||
|
||||
* **MCP Tool:** `use_tag`
|
||||
* **CLI Command:** `task-master use-tag <tagName>`
|
||||
* **Description:** `Switch your active task context to a different tag.`
|
||||
* **Key Parameters/Options:**
|
||||
* `tagName`: `Name of the tag to switch to.` (CLI: `<tagName>` positional)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
|
||||
### 30. Rename Tag (`rename_tag`)
|
||||
|
||||
* **MCP Tool:** `rename_tag`
|
||||
* **CLI Command:** `task-master rename-tag <oldName> <newName>`
|
||||
* **Description:** `Rename an existing tag.`
|
||||
* **Key Parameters/Options:**
|
||||
* `oldName`: `The current name of the tag.` (CLI: `<oldName>` positional)
|
||||
* `newName`: `The new name for the tag.` (CLI: `<newName>` positional)
|
||||
* `file`: `Path to your Taskmaster 'tasks.json' file. Default relies on auto-detection.` (CLI: `-f, --file <file>`)
|
||||
|
||||
### 31. Copy Tag (`copy_tag`)
|
||||
|
||||
* **MCP Tool:** `copy_tag`
|
||||
* **CLI Command:** `task-master copy-tag <sourceName> <targetName> [options]`
|
||||
* **Description:** `Copy an entire tag context, including all its tasks and metadata, to a new tag.`
|
||||
* **Key Parameters/Options:**
|
||||
* `sourceName`: `Name of the tag to copy from.` (CLI: `<sourceName>` positional)
|
||||
* `targetName`: `Name of the new tag to create.` (CLI: `<targetName>` positional)
|
||||
* `--description <text>`: `Optional description for the new tag.` (CLI: `-d, --description <text>`)
|
||||
|
||||
---
|
||||
|
||||
## Miscellaneous
|
||||
|
||||
### 32. Sync Readme (`sync-readme`) -- experimental
|
||||
|
||||
* **MCP Tool:** N/A
|
||||
* **CLI Command:** `task-master sync-readme [options]`
|
||||
* **Description:** `Exports your task list to your project's README.md file, useful for showcasing progress.`
|
||||
* **Key Parameters/Options:**
|
||||
* `status`: `Filter tasks by status (e.g., 'pending', 'done').` (CLI: `-s, --status <status>`)
|
||||
* `withSubtasks`: `Include subtasks in the export.` (CLI: `--with-subtasks`)
|
||||
* `tag`: `Specify which tag context to export from. Defaults to the current active tag.` (CLI: `--tag <name>`)
|
||||
|
||||
---
|
||||
|
||||
## Environment Variables Configuration (Updated)
|
||||
|
||||
Taskmaster primarily uses the **`.taskmaster/config.json`** file (in project root) for configuration (models, parameters, logging level, etc.), managed via `task-master models --setup`.
|
||||
|
||||
Environment variables are used **only** for sensitive API keys related to AI providers and specific overrides like the Ollama base URL:
|
||||
|
||||
* **API Keys (Required for corresponding provider):**
|
||||
* `ANTHROPIC_API_KEY`
|
||||
* `PERPLEXITY_API_KEY`
|
||||
* `OPENAI_API_KEY`
|
||||
* `GOOGLE_API_KEY`
|
||||
* `MISTRAL_API_KEY`
|
||||
* `AZURE_OPENAI_API_KEY` (Requires `AZURE_OPENAI_ENDPOINT` too)
|
||||
* `OPENROUTER_API_KEY`
|
||||
* `XAI_API_KEY`
|
||||
* `OLLAMA_API_KEY` (Requires `OLLAMA_BASE_URL` too)
|
||||
* **Endpoints (Optional/Provider Specific inside .taskmaster/config.json):**
|
||||
* `AZURE_OPENAI_ENDPOINT`
|
||||
* `OLLAMA_BASE_URL` (Default: `http://localhost:11434/api`)
|
||||
|
||||
**Set API keys** in your **`.env`** file in the project root (for CLI use) or within the `env` section of your **`.cursor/mcp.json`** file (for MCP/Cursor integration). All other settings (model choice, max tokens, temperature, log level, custom endpoints) are managed in `.taskmaster/config.json` via `task-master models` command or `models` MCP tool.
|
||||
|
||||
---
|
||||
|
||||
For details on how these commands fit into the development process, see the [Development Workflow Guide](mdc:.cursor/rules/dev_workflow.mdc).
|
||||
Reference in New Issue
Block a user