Commit Graph

183 Commits

Author SHA1 Message Date
Ralph Khreish
b984af0606 Merge remote-tracking branch 'origin/next' into add-complexity-score-to-task 2025-05-16 23:07:16 +02:00
Ralph Khreish
da317f2607 fix: error handling of task status settings (#523)
* fix: error handling of task status settings

* fix: update import path

---------

Co-authored-by: shenysun <shenysun@163.com>
2025-05-16 15:47:01 +02:00
Ralph Khreish
ed17cb0e0a feat: implement baseUrls on all ai providers(#521) 2025-05-16 15:34:29 +02:00
Ralph Khreish
17294ff259 Fix: Correct version resolution for banner and update check (#511)
* Fix: Correct version resolution for banner and update check

Resolves issues where the tool's version was displayed as 'unknown'.

- Modified 'displayBanner' in 'ui.js' and 'checkForUpdate' in 'commands.js' to read package.json relative to their own script locations using import.meta.url.
- This ensures the correct local version is identified for both the main banner display and the update notification mechanism.
- Restored a missing closing brace in 'ui.js' to fix a SyntaxError.

* fix: refactor and cleanup

* fix: chores and cleanup and testing

* chore: cleanup

* fix: add changeset

---------

Co-authored-by: Christer Soederlund <christer.soderlund@gmail.com>
2025-05-15 22:41:16 +02:00
Kayvan Sylvan
a1f8d52474 chore: rename log level environment variable to TASKMASTER_LOG_LEVEL (#417)
* chore: rename log level environment variable to `TASKMASTER_LOG_LEVEL`

### CHANGES
- Update environment variable from `LOG_LEVEL` to `TASKMASTER_LOG_LEVEL`.
- Reflect change in documentation for clarity.
- Adjust variable name in script and test files.
- Maintain default log level as `info`.

* fix: add changeset

* chore: rename `LOG_LEVEL` to `TASKMASTER_LOG_LEVEL` for consistency

### CHANGES
- Update environment variable name to `TASKMASTER_LOG_LEVEL` in documentation.
- Reflect rename in configuration rules for clarity.
- Maintain consistency across project configuration settings.
2025-05-15 01:09:41 +02:00
Joe Danziger
efce37469b Fix duplicate output on CLI help screen (#496)
* remove duplication

* add changeset

* fix formatting
2025-05-14 13:12:15 +02:00
Joe Danziger
4117f71c18 Fix CLI --force flag on parse-prd command 2025-05-13 22:06:09 +02:00
Shrey Paharia
126abb9631 fix: fixed addComplexityToTask util 2025-05-07 11:30:37 +05:30
Shrey Paharia
e917fd16c0 fix: fixed findTaskById and tests 2025-05-07 11:17:55 +05:30
Shrey Paharia
07a710d88e fix: fixed findTaskById 2025-05-07 11:03:20 +05:30
Shrey Paharia
7c543cd8c3 fix: fixed running tests 2025-05-03 18:38:36 +05:30
Shrey Paharia
c2865b81f8 feat: update list and find next task 2025-05-03 18:15:25 +05:30
Shrey Paharia
a0ac50ffd7 Merge branch 'next' of github.com:eyaltoledano/claude-task-master into add-complexity-score-to-task 2025-05-03 16:34:47 +05:30
Eyal Toledano
655c7c225a chore: prettier 2025-05-03 02:09:35 -04:00
Eyal Toledano
cd32fd9edf fix(add/remove-dependency): dependency mcp tools were failing due to hard-coded tasks path in generate task files. 2025-05-03 01:31:16 -04:00
Eyal Toledano
70d3f2f103 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. 2025-05-03 00:33:21 -04:00
Eyal Toledano
a48d1f13e2 chore: fixes parse prd to show loading indicator in cli. 2025-05-03 00:04:45 -04:00
Eyal Toledano
25ca1a45a0 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
2025-05-02 23:11:39 -04:00
Ralph Khreish
2e17437da3 fix: displayBanner logging when silentMode is active (#385) 2025-05-03 01:06:29 +02:00
Eyal Toledano
d63964a10e 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).
2025-05-02 17:48:59 -04:00
Eyal Toledano
c9e4558a19 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.
2025-05-02 00:37:41 -04:00
Eyal Toledano
ae2d43de29 chore: prettier 2025-05-01 22:43:36 -04:00
Eyal Toledano
f5585e6c31 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.
2025-05-01 22:37:33 -04:00
Eyal Toledano
303b13e3d4 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.
2025-05-01 17:59:54 -04:00
Eyal Toledano
1862ca2360 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.
2025-05-01 17:46:33 -04:00
Eyal Toledano
ad1c234b4e 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.
2025-05-01 17:11:51 -04:00
Eyal Toledano
d07f8fddc5 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.
2025-05-01 14:53:15 -04:00
Eyal Toledano
c7158d4910 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.
2025-05-01 14:18:44 -04:00
Eyal Toledano
2a07d366be 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.
2025-05-01 13:45:11 -04:00
Eyal Toledano
40df57f969 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
2025-05-01 13:23:52 -04:00
Shrey Paharia
b6b0dd1e29 Merge branch 'next' of github.com:eyaltoledano/claude-task-master into add-complexity-score-to-task 2025-05-01 22:21:02 +05:30
Eyal Toledano
d67b21fd43 chore(wtf): removes chai. not sure how that even made it in here. also removes duplicate test in scripts/. 2025-04-30 22:06:04 -04:00
Eyal Toledano
b1beae3042 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.
2025-04-30 22:02:02 -04:00
Eyal Toledano
d2f761c652 fix merge conflicts to prep for merge with branch next
- Enhance E2E testing and LLM analysis report and:
  - Add --analyze-log flag to run_e2e.sh to re-run LLM analysis on existing logs.
  - Add test:e2e and analyze-log scripts to package.json for easier execution.

- Correct display errors and dependency validation output:
  - Update chalk usage in add-task.js to use bracket notation (chalk[color]) compatible with v5, resolving 'chalk.keyword is not a function' error.
  - Modify fix-dependencies command output to show red failure box with issue count instead of green success box when validation fails.

- Refactor interactive model setup:
  - Verify inclusion of 'No change' option during interactive model setup flow (task-master models --setup).

- Update model definitions:
  - Add max_tokens field for gpt-4o in supported-models.json.

- Remove unused scripts:
  - Delete prepare-package.js and rule-transformer.test.js.

Release candidate
2025-04-29 01:54:42 -04:00
Eyal Toledano
4cf7e8a74a 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`.
2025-04-28 14:38:01 -04:00
Eyal Toledano
5f504fafb8 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 2025-04-28 04:08:10 -04:00
Eyal Toledano
5aea93d4c0 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
2025-04-28 00:42:05 -04:00
Eyal Toledano
66ac9ab9f6 fix(tasks): Improve next task logic to be subtask-aware 2025-04-28 00:27:19 -04:00
Eyal Toledano
ca7b0457f1 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.
2025-04-27 18:50:47 -04:00
Eyal Toledano
87d97bba00 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.
2025-04-27 18:23:56 -04:00
Eyal Toledano
3516efdc3b chore(docs): update docs and rules related to model management. 2025-04-27 17:32:59 -04:00
Eyal Toledano
c8722b0a7a feat(models): implement custom model support for ollama/openrouter
Adds the ability for users to specify custom model IDs for Ollama and OpenRouter providers, bypassing the internal supported model list.

    - Introduces --ollama and --openrouter flags for the 'task-master models --set-<role>' command.
    - Updates the interactive 'task-master models --setup' to include options for entering custom Ollama/OpenRouter IDs.
    - Implements live validation against the OpenRouter API when a custom OpenRouter ID is provided.
    - Refines the model setting logic to prioritize explicit provider flags/choices.
    - Adds warnings when custom models are set.
    - Updates the changeset file.
2025-04-27 17:25:54 -04:00
Eyal Toledano
ed79d4f473 feat(ai): Add xAI provider and Grok models
Integrates the xAI provider into the unified AI service layer, allowing the use of Grok models (e.g., grok-3, grok-3-mini).

    Changes include:
    - Added  dependency.
    - Created  with implementations for generateText, streamText, and generateObject (stubbed).
    - Updated  to include the xAI provider in the function map.
    - Updated  to recognize the 'xai' provider and the  environment variable.
    - Updated  to include known Grok models and their capabilities (object generation marked as likely unsupported).
2025-04-27 14:47:50 -04:00
Eyal Toledano
2517bc112c feat(ai): Integrate OpenAI provider and enhance model config
- Add OpenAI provider implementation using @ai-sdk/openai.\n- Update `models` command/tool to display API key status for configured providers.\n- Implement model-specific `maxTokens` override logic in `config-manager.js` using `supported-models.json`.\n- Improve AI error message parsing in `ai-services-unified.js` for better clarity.
2025-04-27 03:56:23 -04:00
Eyal Toledano
842eaf7224 feat(ai): Add Google Gemini provider support and fix config loading 2025-04-27 01:24:38 -04:00
Eyal Toledano
96aeeffc19 fix(cli): Correctly pass manual task data in add-task command
The add-task command handler in commands.js was incorrectly passing null for the manualTaskData parameter to the core addTask function. This caused the core function to always fall back to the AI generation path, even when only manual flags like --title and --description were provided. This commit updates the call to pass the correctly constructed manualTaskData object, ensuring that manual task creation via the CLI works as intended without unnecessarily calling the AI service.
2025-04-26 18:30:02 -04:00
itsgreyum
5a2371b7cc Fix --tasks to --num-tasks in ui (#328) 2025-04-26 19:26:08 +02:00
Eyal Toledano
b47f189cc2 chore: Remove unused imports across modules
Removes unused import statements identified after the major refactoring of the AI service layer and other components. This cleanup improves code clarity and removes unnecessary dependencies.

Unused imports removed from:

- **`mcp-server/src/core/direct-functions/analyze-task-complexity.js`:**

    - Removed `path`

- **`mcp-server/src/core/direct-functions/complexity-report.js`:**

    - Removed `path`

- **`mcp-server/src/core/direct-functions/expand-all-tasks.js`:**

    - Removed `path`, `fs`

- **`mcp-server/src/core/direct-functions/generate-task-files.js`:**

    - Removed `path`

- **`mcp-server/src/core/direct-functions/parse-prd.js`:**

    - Removed `os`, `findTasksJsonPath`

- **`mcp-server/src/core/direct-functions/update-tasks.js`:**

    - Removed `isSilentMode`

- **`mcp-server/src/tools/add-task.js`:**

    - Removed `createContentResponse`, `executeTaskMasterCommand`

- **`mcp-server/src/tools/analyze.js`:**

    - Removed `getProjectRootFromSession` (as `projectRoot` is now required in args)

- **`mcp-server/src/tools/expand-task.js`:**

    - Removed `path`

- **`mcp-server/src/tools/initialize-project.js`:**

    - Removed `createContentResponse`

- **`mcp-server/src/tools/parse-prd.js`:**

    - Removed `findPRDDocumentPath`, `resolveTasksOutputPath` (logic moved or handled by `resolveProjectPaths`)

- **`mcp-server/src/tools/update.js`:**

    - Removed `getProjectRootFromSession` (as `projectRoot` is now required in args)

- **`scripts/modules/commands.js`:**

    - Removed `exec`, `readline`

    - Removed AI config getters (`getMainModelId`, etc.)

    - Removed MCP helpers (`getMcpApiKeyStatus`)

- **`scripts/modules/config-manager.js`:**

    - Removed `ZodError`, `readJSON`, `writeJSON`

- **`scripts/modules/task-manager/analyze-task-complexity.js`:**

    - Removed AI config getters (`getMainModelId`, etc.)

- **`scripts/modules/task-manager/expand-all-tasks.js`:**

    - Removed `fs`, `path`, `writeJSON`

- **`scripts/modules/task-manager/models.js`:**

    - Removed `VALID_PROVIDERS`

- **`scripts/modules/task-manager/update-subtask-by-id.js`:**

    - Removed AI config getters (`getMainModelId`, etc.)

- **`scripts/modules/task-manager/update-tasks.js`:**

    - Removed AI config getters (`getMainModelId`, etc.)

- **`scripts/modules/ui.js`:**

    - Removed `getDebugFlag`

- **`scripts/modules/utils.js`:**

    - Removed `ZodError`
2025-04-25 15:11:55 -04:00
Eyal Toledano
36d559db26 docs: Update documentation for new AI/config architecture and finalize cleanup
This commit updates all relevant documentation (READMEs, docs/*, .cursor/rules) to accurately reflect the finalized unified AI service architecture and the new configuration system (.taskmasterconfig + .env/mcp.json). It also includes the final code cleanup steps related to the refactoring.

Key Changes:

1.  **Documentation Updates:**

    *   Revised `README.md`, `README-task-master.md`, `assets/scripts_README.md`, `docs/configuration.md`, and `docs/tutorial.md` to explain the new configuration split (.taskmasterconfig vs .env/mcp.json).

    *   Updated MCP configuration examples in READMEs and tutorials to only include API keys in the `env` block.

    *   Added/updated examples for using the `--research` flag in `docs/command-reference.md`, `docs/examples.md`, and `docs/tutorial.md`.

    *   Updated `.cursor/rules/ai_services.mdc`, `.cursor/rules/architecture.mdc`, `.cursor/rules/dev_workflow.mdc`, `.cursor/rules/mcp.mdc`, `.cursor/rules/taskmaster.mdc`, `.cursor/rules/utilities.mdc`, and `.cursor/rules/new_features.mdc` to align with the new architecture, removing references to old patterns/files.

    *   Removed internal rule links from user-facing rules (`taskmaster.mdc`, `dev_workflow.mdc`, `self_improve.mdc`).

    *   Deleted outdated example file `docs/ai-client-utils-example.md`.

2.  **Final Code Refactor & Cleanup:**

    *   Corrected `update-task-by-id.js` by removing the last import from the old `ai-services.js`.

    *   Refactored `update-subtask-by-id.js` to correctly use the unified service and logger patterns.

    *   Removed the obsolete export block from `mcp-server/src/core/task-master-core.js`.

    *   Corrected logger implementation in `update-tasks.js` for CLI context.

    *   Updated API key mapping in `config-manager.js` and `ai-services-unified.js`.

3.  **Configuration Files:**

    *   Updated API keys in `.cursor/mcp.json`, replacing `GROK_API_KEY` with `XAI_API_KEY`.

    *   Updated `.env.example` with current API key names.

    *   Added `azureOpenaiBaseUrl` to `.taskmasterconfig` example.

4.  **Task Management:**

    *   Marked documentation subtask 61.10 as 'done'.

    *   Includes various other task content/status updates from the diff summary.

5.  **Changeset:**

    *   Added `.changeset/cuddly-zebras-matter.md` for user-facing `expand`/`expand-all` improvements.

This commit concludes the major architectural refactoring (Task 61) and ensures the documentation accurately reflects the current system.
2025-04-25 14:43:12 -04:00
Eyal Toledano
afb47584bd feat(refactor): Finalize AI service migration and cleanup obsolete files
This commit completes the major refactoring initiative (Task 61) to migrate all AI-interacting task management functions to the unified service layer (`ai-services-unified.js`) and standardized configuration (`config-manager.js`).

Key Changes:

1.  **Refactor `update-task-by-id` & `update-subtask-by-id`:**

    *   Replaced direct AI client logic and config fetching with calls to `generateTextService`.

    *   Preserved original prompt logic while ensuring JSON output format is requested.

    *   Implemented robust manual JSON parsing and Zod validation for text-based AI responses.

    *   Corrected logger implementation (`logFn`/`isMCP`/`report` pattern) for both CLI and MCP contexts.

    *   Ensured correct passing of `session` context to the unified service.

    *   Refactored associated direct function wrappers (`updateTaskByIdDirect`, `updateSubtaskByIdDirect`) to remove AI client initialization and call core logic appropriately.

2.  **CLI Environment Loading:**

    *   Added `dotenv.config()` to `scripts/dev.js` to ensure consistent loading of the `.env` file for CLI operations.

3.  **Obsolete Code Removal:**

    *   Deleted unused helper files:

        *   `scripts/modules/task-manager/get-subtasks-from-ai.js`

        *   `scripts/modules/task-manager/generate-subtask-prompt.js`

        *   `scripts/modules/ai-services.js`

        *   `scripts/modules/ai-client-factory.js`

        *   `mcp-server/src/core/utils/ai-client-utils.js`

    *   Removed corresponding imports/exports from `scripts/modules/task-manager.js` and `mcp-server/src/core/task-master-core.js`.

4.  **Verification:**

    *   Successfully tested `update-task` and `update-subtask` via both CLI and MCP after refactoring.

5.  **Task Management:**

    *   Marked subtasks 61.38, 61.39, 61.40, 61.41, and 61.33 as 'done'.

    *   Includes other task content/status updates as reflected in the diff.

This completes the migration of core AI features to the new architecture, enhancing maintainability and flexibility.
2025-04-25 13:24:15 -04:00