From 8d1d82c897a65d8cf022f540df4809e512949fa1 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Tue, 23 Sep 2025 16:34:00 +0000 Subject: [PATCH] docs: auto-update documentation based on changes in next branch This PR was automatically generated to update documentation based on recent changes. Original commit: fix: improve docs and command help for analzye-complexity (#1235)\n\n\n Co-authored-by: Claude --- .changeset/README.md | 6 +- .../analyze-complexity/analyze-complexity.md | 2 +- .cursor/rules/dev_workflow.mdc | 2 +- .kiro/steering/dev_workflow.md | 2 +- .taskmaster/docs/README.md | 33 ++-- README-task-master.md | 4 +- apps/docs/archive/ai-development-workflow.mdx | 2 +- apps/docs/archive/command-reference.mdx | 6 +- docs/command-reference.md | 2 +- output.txt | 172 ++++++++++++++++++ public/assets/.windsurfrules | 6 +- .../analyze-complexity/analyze-complexity.md | 2 +- public/assets/rules/dev_workflow.mdc | 2 +- public/assets/scripts_README.md | 16 +- 14 files changed, 214 insertions(+), 43 deletions(-) create mode 100644 output.txt diff --git a/.changeset/README.md b/.changeset/README.md index 0cd956f9..d5f17edd 100644 --- a/.changeset/README.md +++ b/.changeset/README.md @@ -58,9 +58,9 @@ Examples: ```md # Good -Added new `--research` flag to the `expand` command that uses Perplexity AI -to provide research-backed task expansions. Requires PERPLEXITY_API_KEY -environment variable. +Added new `--research` flag to the `expand` command that uses your configured research model +to provide research-backed task expansions. Requires appropriate API key +for your research model. # Not Good diff --git a/.claude/commands/tm/analyze-complexity/analyze-complexity.md b/.claude/commands/tm/analyze-complexity/analyze-complexity.md index 807f4b12..248952ff 100644 --- a/.claude/commands/tm/analyze-complexity/analyze-complexity.md +++ b/.claude/commands/tm/analyze-complexity/analyze-complexity.md @@ -16,7 +16,7 @@ task-master analyze-complexity [--research] [--threshold=5] ## Analysis Parameters -- `--research` → Use research AI for deeper analysis +- `--research` → Use configured research model for deeper analysis - `--threshold=5` → Only flag tasks above complexity 5 - Default: Analyze all pending tasks diff --git a/.cursor/rules/dev_workflow.mdc b/.cursor/rules/dev_workflow.mdc index ec2b326b..bd65694f 100644 --- a/.cursor/rules/dev_workflow.mdc +++ b/.cursor/rules/dev_workflow.mdc @@ -231,7 +231,7 @@ Taskmaster offers two primary ways to interact: - Use `expand_task` / `task-master expand --id=`. It automatically uses the complexity report if found, otherwise generates default number of subtasks. - Use `--num=` 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 `--research` flag to leverage your configured research model for research-backed expansion. - Add `--force` flag to clear existing subtasks before generating new ones (default is to append). - Use `--prompt=""` to provide additional context when needed. - Review and adjust generated subtasks as necessary. diff --git a/.kiro/steering/dev_workflow.md b/.kiro/steering/dev_workflow.md index 1cba1a22..cf46b85b 100644 --- a/.kiro/steering/dev_workflow.md +++ b/.kiro/steering/dev_workflow.md @@ -229,7 +229,7 @@ Taskmaster offers two primary ways to interact: - Use `expand_task` / `task-master expand --id=`. It automatically uses the complexity report if found, otherwise generates default number of subtasks. - Use `--num=` 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 `--research` flag to leverage your configured research model for research-backed expansion. - Add `--force` flag to clear existing subtasks before generating new ones (default is to append). - Use `--prompt=""` to provide additional context when needed. - Review and adjust generated subtasks as necessary. diff --git a/.taskmaster/docs/README.md b/.taskmaster/docs/README.md index 8cfe88b9..c1468f0b 100644 --- a/.taskmaster/docs/README.md +++ b/.taskmaster/docs/README.md @@ -12,7 +12,7 @@ In an AI-driven development process—particularly with tools like [Cursor](http 4. **Generate** individual task files (e.g., `task_001.txt`) for easy reference or to feed into an AI coding workflow. 5. **Set task status**—mark tasks as `done`, `pending`, or `deferred` based on progress. 6. **Expand** tasks with subtasks—break down complex tasks into smaller, more manageable subtasks. -7. **Research-backed subtask generation**—use Perplexity AI to generate more informed and contextually relevant subtasks. +7. **Research-backed subtask generation**—use your configured research model to generate more informed and contextually relevant subtasks. 8. **Clear subtasks**—remove subtasks from specified tasks to allow regeneration or restructuring. 9. **Show task details**—display detailed information about a specific task and its subtasks. @@ -29,7 +29,7 @@ The script can be configured through environment variables in a `.env` file at t - `MODEL`: Specify which Claude model to use (default: "claude-3-7-sonnet-20250219") - `MAX_TOKENS`: Maximum tokens for model responses (default: 4000) - `TEMPERATURE`: Temperature for model responses (default: 0.7) -- `PERPLEXITY_API_KEY`: Your Perplexity API key for research-backed subtask generation +- `PERPLEXITY_API_KEY`: Your Perplexity API key for research-backed subtask generation (if using Perplexity as your research model) - `PERPLEXITY_MODEL`: Specify which Perplexity model to use (default: "sonar-medium-online") - `DEBUG`: Enable debug logging (default: false) - `TASKMASTER_LOG_LEVEL`: Log level - debug, info, warn, error (default: info) @@ -97,7 +97,7 @@ node scripts/dev.js update --from=4 --prompt="Refactor tasks from ID 4 onward to # Update all tasks (default from=1) node scripts/dev.js update --prompt="Add authentication to all relevant tasks" -# With research-backed updates using Perplexity AI +# With research-backed updates using your configured research model node scripts/dev.js update --from=4 --prompt="Integrate OAuth 2.0" --research # Specify a different tasks file @@ -109,7 +109,7 @@ Notes: - The `--prompt` parameter is required and should explain the changes or new context - Only tasks that aren't marked as 'done' will be updated - Tasks with ID >= the specified --from value will be updated -- The `--research` flag uses Perplexity AI for more informed updates when available +- The `--research` flag uses your configured research model for more informed updates when available ## Updating a Single Task @@ -119,7 +119,7 @@ The `update-task` command allows you to update a specific task instead of multip # Update a specific task with new information node scripts/dev.js update-task --id=4 --prompt="Use JWT for authentication" -# With research-backed updates using Perplexity AI +# With research-backed updates using your configured research model node scripts/dev.js update-task --id=4 --prompt="Use JWT for authentication" --research ``` @@ -178,10 +178,10 @@ node scripts/dev.js expand --all # Force regeneration of subtasks for all pending tasks node scripts/dev.js expand --all --force -# Use Perplexity AI for research-backed subtask generation +# Use your configured research model for research-backed subtask generation node scripts/dev.js expand --id=3 --research -# Use Perplexity AI for research-backed generation on all pending tasks +# Use your configured research model for research-backed generation on all pending tasks node scripts/dev.js expand --all --research ``` @@ -211,17 +211,16 @@ Notes: The script integrates with two AI services: -1. **Anthropic Claude**: Used for parsing PRDs, generating tasks, and creating subtasks. -2. **Perplexity AI**: Used for research-backed subtask generation when the `--research` flag is specified. +1. **Main AI Model**: Used for parsing PRDs, generating tasks, and creating subtasks (typically Anthropic Claude). +2. **Research Model**: Used for research-backed subtask generation when the `--research` flag is specified. -The Perplexity integration uses the OpenAI client to connect to Perplexity's API, which provides enhanced research capabilities for generating more informed subtasks. If the Perplexity API is unavailable or encounters an error, the script will automatically fall back to using Anthropic's Claude. +The research integration provides enhanced research capabilities for generating more informed subtasks. You can configure different models for research (like Perplexity, which has access to current information) vs. main tasks. If the research model is unavailable or encounters an error, the script will automatically fall back to using your main model. -To use the Perplexity integration: +To use research-backed features: -1. Obtain a Perplexity API key -2. Add `PERPLEXITY_API_KEY` to your `.env` file -3. Optionally specify `PERPLEXITY_MODEL` in your `.env` file (default: "sonar-medium-online") -4. Use the `--research` flag with the `expand` command +1. Configure your research model using `task-master models --setup` +2. Ensure you have the appropriate API key in your `.env` file (e.g., `PERPLEXITY_API_KEY` if using Perplexity) +3. Use the `--research` flag with supported commands ## Logging @@ -342,13 +341,13 @@ node scripts/dev.js analyze-complexity --model=claude-3-opus-20240229 # Set a custom complexity threshold (1-10) node scripts/dev.js analyze-complexity --threshold=6 -# Use Perplexity AI for research-backed complexity analysis +# Use your configured research model for research-backed complexity analysis node scripts/dev.js analyze-complexity --research ``` Notes: -- The command uses Claude to analyze each task's complexity (or Perplexity with --research flag) +- The command uses your main model to analyze each task's complexity (or your configured research model with --research flag) - Tasks are scored on a scale of 1-10 - Each task receives a recommended number of subtasks based on DEFAULT_SUBTASKS configuration - The default output path is `scripts/task-complexity-report.json` diff --git a/README-task-master.md b/README-task-master.md index 1cce8a3b..6b95dc9a 100644 --- a/README-task-master.md +++ b/README-task-master.md @@ -301,7 +301,7 @@ The agent will execute: task-master expand --all ``` -For research-backed subtask generation using Perplexity AI: +For research-backed subtask generation using your configured research model: ``` Please break down task 5 using research-backed generation. @@ -450,7 +450,7 @@ task-master analyze-complexity --threshold=6 # Use an alternative tasks file task-master analyze-complexity --file=custom-tasks.json -# Use Perplexity AI for research-backed complexity analysis +# Use your configured research model for research-backed complexity analysis task-master analyze-complexity --research ``` diff --git a/apps/docs/archive/ai-development-workflow.mdx b/apps/docs/archive/ai-development-workflow.mdx index 6aaf71fe..40ae0d2e 100644 --- a/apps/docs/archive/ai-development-workflow.mdx +++ b/apps/docs/archive/ai-development-workflow.mdx @@ -118,7 +118,7 @@ description: "Learn how Task Master and Cursor AI work together to streamline yo task-master expand --all ``` - For research-backed subtask generation using Perplexity AI: + For research-backed subtask generation using configured research model: ``` Please break down task 5 using research-backed generation. diff --git a/apps/docs/archive/command-reference.mdx b/apps/docs/archive/command-reference.mdx index fd6139f4..b1c11df5 100644 --- a/apps/docs/archive/command-reference.mdx +++ b/apps/docs/archive/command-reference.mdx @@ -61,7 +61,7 @@ description: "A comprehensive reference of all available Task Master commands" # Update a single task by ID with new information task-master update-task --id= --prompt="" - # Use research-backed updates with Perplexity AI + # Use research-backed updates with configured research model task-master update-task --id= --prompt="" --research ``` @@ -74,7 +74,7 @@ description: "A comprehensive reference of all available Task Master commands" # Example: Add details about API rate limiting to subtask 2 of task 5 task-master update-subtask --id=5.2 --prompt="Add rate limiting of 100 requests per minute" - # Use research-backed updates with Perplexity AI + # Use research-backed updates with configured research model task-master update-subtask --id= --prompt="" --research ``` @@ -155,7 +155,7 @@ description: "A comprehensive reference of all available Task Master commands" # Use an alternative tasks file task-master analyze-complexity --file=custom-tasks.json - # Use Perplexity AI for research-backed complexity analysis + # Use configured research model for research-backed complexity analysis task-master analyze-complexity --research ``` diff --git a/docs/command-reference.md b/docs/command-reference.md index d7935447..166284e2 100644 --- a/docs/command-reference.md +++ b/docs/command-reference.md @@ -181,7 +181,7 @@ task-master analyze-complexity --threshold=6 # Use an alternative tasks file task-master analyze-complexity --file=custom-tasks.json -# Use Perplexity AI for research-backed complexity analysis +# Use your configured research model for research-backed complexity analysis task-master analyze-complexity --research ``` diff --git a/output.txt b/output.txt new file mode 100644 index 00000000..8dde69e4 --- /dev/null +++ b/output.txt @@ -0,0 +1,172 @@ +{"type":"system","subtype":"init","cwd":"/home/runner/work/claude-task-master/claude-task-master","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","tools":["Task","Bash","Glob","Grep","LS","ExitPlanMode","Read","Edit","MultiEdit","Write","NotebookEdit","TodoWrite","BashOutput","KillBash"],"mcp_servers":[{"name":"task-master-ai","status":"failed"}],"model":"claude-sonnet-4-20250514","permissionMode":"default","slash_commands":["dedupe","tm:parse-prd:parse-prd","tm:parse-prd:parse-prd-with-research","tm:add-dependency:add-dependency","tm:generate:generate-tasks","tm:add-task:add-task","tm:utils:analyze-project","tm:models:view-models","tm:models:setup-models","tm:complexity-report:complexity-report","tm:expand:expand-all-tasks","tm:expand:expand-task","tm:help","tm:list:list-tasks-with-subtasks","tm:list:list-tasks-by-status","tm:list:list-tasks","tm:remove-task:remove-task","tm:set-status:to-deferred","tm:set-status:to-in-progress","tm:set-status:to-cancelled","tm:set-status:to-review","tm:set-status:to-pending","tm:set-status:to-done","tm:tm-main","tm:validate-dependencies:validate-dependencies","tm:status:project-status","tm:learn","tm:update:update-task","tm:update:update-single-task","tm:update:update-tasks-from-id","tm:setup:install-taskmaster","tm:setup:quick-install-taskmaster","tm:sync-readme:sync-readme","tm:init:init-project","tm:init:init-project-quick","tm:workflows:auto-implement-tasks","tm:workflows:command-pipeline","tm:workflows:smart-workflow","tm:remove-dependency:remove-dependency","tm:fix-dependencies:fix-dependencies","tm:next:next-task","tm:remove-subtask:remove-subtask","tm:remove-subtasks:remove-all-subtasks","tm:remove-subtasks:remove-subtasks","tm:show:show-task","tm:add-subtask:add-subtask","tm:add-subtask:convert-task-to-subtask","tm:analyze-complexity:analyze-complexity","add-dir","agents","clear","compact","config","context","cost","doctor","exit","help","ide","init","install-github-app","mcp","memory","migrate-installer","model","output-style","output-style:new","pr-comments","release-notes","resume","status","statusline","bug","review","security-review","upgrade","vim","permissions","hooks","export","logout","login","bashes"],"apiKeySource":"ANTHROPIC_API_KEY","output_style":"default","uuid":"9827d254-f1e3-44cb-9f3f-b54c3713494d"} +{"type":"assistant","message":{"id":"msg_011RtTZnEMyAxWcDKE9ooUFH","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"text","text":"I'll analyze the recent changes to understand what documentation updates are needed."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":19153,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":19153,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"af405468-b493-47bd-9189-50c14284263f"} +{"type":"assistant","message":{"id":"msg_011RtTZnEMyAxWcDKE9ooUFH","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01L7bxUUVJPHc8oDoVXqqQSN","name":"Task","input":{"subagent_type":"task-orchestrator","description":"Analyze recent changes and plan documentation updates","prompt":"Analyze the recent changes from commit \"fix: improve docs and command help for analzye-complexity (#1235)\" to understand what documentation updates are needed.\n\nContext:\n- Working directory: /home/runner/work/claude-task-master/claude-task-master\n- Current branch: docs/auto-update-20250923-161949\n- Changed files: .changeset/chore-fix-docs.md, apps/docs/capabilities/cli-root-commands.mdx, apps/docs/getting-started/quick-start/tasks-quick.mdx, scripts/modules/commands.js\n\nTasks to complete:\n1. Read and analyze the changeset file to understand what was changed\n2. Read the modified documentation files to see what updates were made\n3. Read the scripts/modules/commands.js changes to understand the functionality changes\n4. Determine if any additional documentation updates are needed beyond what was already done\n5. Check if examples, configuration docs, or new pages need to be added/updated\n\nPlease break this down into specific subtasks for parallel execution, focusing on understanding the changes first before determining what additional documentation work is needed."}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":19153,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":19153,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"1367ab40-d508-401b-b099-37e42c3a39b2"} +{"type":"assistant","message":{"id":"msg_01FGgcka5gcvfLw3W4RHCowF","type":"message","role":"assistant","model":"claude-opus-4-1-20250805","content":[{"type":"tool_use","id":"toolu_0198tB5354YXrFE9UX1XkY7r","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.changeset/chore-fix-docs.md"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":15974,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":15974,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01L7bxUUVJPHc8oDoVXqqQSN","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"97094f2b-923a-4950-83c4-d7893844d74f"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0198tB5354YXrFE9UX1XkY7r","type":"tool_result","content":" 1→---\n 2→\"task-master-ai\": patch\n 3→---\n 4→\n 5→Improve `analyze-complexity` cli docs and `--research` flag documentation\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01L7bxUUVJPHc8oDoVXqqQSN","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"7d44020a-244f-4c6f-995e-f9b0eb80dc38"} +{"type":"assistant","message":{"id":"msg_016bBCVkwMvvxjYtyQUfciJH","type":"message","role":"assistant","model":"claude-opus-4-1-20250805","content":[{"type":"tool_use","id":"toolu_018HaoJiVNQEtXD9VCr6wVPz","name":"Bash","input":{"command":"git show aaacc3d --stat","description":"View commit statistics for the recent changes"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":241,"cache_read_input_tokens":15974,"cache_creation":{"ephemeral_5m_input_tokens":241,"ephemeral_1h_input_tokens":0},"output_tokens":26,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01L7bxUUVJPHc8oDoVXqqQSN","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"98180440-1884-4cf3-9dd8-ae6b46b3797f"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018HaoJiVNQEtXD9VCr6wVPz","type":"tool_result","content":"commit aaacc3dae36247b4de72b2d2697f49e5df6d01e3\nAuthor: Ralph Khreish <35776126+Crunchyman-ralph@users.noreply.github.com>\nDate: Tue Sep 23 18:19:32 2025 +0200\n\n fix: improve docs and command help for analzye-complexity (#1235)\n\n .changeset/chore-fix-docs.md | 5 +++++\n apps/docs/capabilities/cli-root-commands.mdx | 2 +-\n apps/docs/getting-started/quick-start/tasks-quick.mdx | 16 ++++++++++++++++\n scripts/modules/commands.js | 2 +-\n 4 files changed, 23 insertions(+), 2 deletions(-)","is_error":false}]},"parent_tool_use_id":"toolu_01L7bxUUVJPHc8oDoVXqqQSN","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"6960015e-a4f6-468f-b205-96f5543f3544"} +{"type":"assistant","message":{"id":"msg_01Rgna4hnxMzSWnCh7KQ71eN","type":"message","role":"assistant","model":"claude-opus-4-1-20250805","content":[{"type":"tool_use","id":"toolu_012CLW6g8oEvQdEwbnuT6irR","name":"Bash","input":{"command":"git diff aaacc3d~1 aaacc3d -- apps/docs/capabilities/cli-root-commands.mdx apps/docs/getting-started/quick-start/tasks-quick.mdx scripts/modules/commands.js","description":"View detailed changes in the modified files"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":308,"cache_read_input_tokens":16215,"cache_creation":{"ephemeral_5m_input_tokens":308,"ephemeral_1h_input_tokens":0},"output_tokens":29,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01L7bxUUVJPHc8oDoVXqqQSN","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"d47a7aa3-0765-4d12-96ca-a93aa48276dc"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_012CLW6g8oEvQdEwbnuT6irR","type":"tool_result","content":"diff --git a/apps/docs/capabilities/cli-root-commands.mdx b/apps/docs/capabilities/cli-root-commands.mdx\nindex bfe2591..3a7cbf4 100644\n--- a/apps/docs/capabilities/cli-root-commands.mdx\n+++ b/apps/docs/capabilities/cli-root-commands.mdx\n@@ -156,7 +156,7 @@ sidebarTitle: \"CLI Commands\"\n # Use an alternative tasks file\n task-master analyze-complexity --file=custom-tasks.json\n \n- # Use Perplexity AI for research-backed complexity analysis\n+ # Use your configured research model for research-backed complexity analysis\n task-master analyze-complexity --research\n ```\n \ndiff --git a/apps/docs/getting-started/quick-start/tasks-quick.mdx b/apps/docs/getting-started/quick-start/tasks-quick.mdx\nindex 85ce8f1..598b1c2 100644\n--- a/apps/docs/getting-started/quick-start/tasks-quick.mdx\n+++ b/apps/docs/getting-started/quick-start/tasks-quick.mdx\n@@ -61,9 +61,25 @@ Task Master can provide a complexity report which can be helpful to read before\n Can you analyze the complexity of our tasks to help me understand which ones need to be broken down further?\n ```\n \n+The agent will use the `analyze_project_complexity` MCP tool, or you can run it directly with the CLI command:\n+```bash\n+task-master analyze-complexity\n+```\n+\n+For more comprehensive analysis using your configured research model, you can use:\n+```bash\n+task-master analyze-complexity --research\n+```\n+\n+\n+The `--research` flag uses whatever research model you have configured in `.taskmaster/config.json` (configurable via `task-master models --setup`) for research-backed complexity analysis, providing more informed recommendations.\n+\n+\n You can view the report in a friendly table using:\n ```\n Can you show me the complexity report in a more readable format?\n ```\n \n+For more detailed CLI options, see the [Analyze Task Complexity](/docs/capabilities/cli-root-commands#analyze-task-complexity) section.\n+\n Now you are ready to begin [executing tasks](/docs/getting-started/quick-start/execute-quick)\n\\ No newline at end of file\ndiff --git a/scripts/modules/commands.js b/scripts/modules/commands.js\nindex bb51552..022e417 100644\n--- a/scripts/modules/commands.js\n+++ b/scripts/modules/commands.js\n@@ -1847,7 +1847,7 @@ function registerCommands(programInstance) {\n \t\t)\n \t\t.option(\n \t\t\t'-r, --research',\n-\t\t\t'Use Perplexity AI for research-backed complexity analysis'\n+\t\t\t'Use configured research model for research-backed complexity analysis'\n \t\t)\n \t\t.option(\n \t\t\t'-i, --id ',","is_error":false}]},"parent_tool_use_id":"toolu_01L7bxUUVJPHc8oDoVXqqQSN","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"b3998039-06ce-4cc5-b87c-14e48cddddb4"} 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files\n/home/runner/work/claude-task-master/claude-task-master/tests/manual/progress/TESTING_GUIDE.md\n/home/runner/work/claude-task-master/claude-task-master/tests/manual/prompts/README.md\n/home/runner/work/claude-task-master/claude-task-master/scripts/modules/ui.js\n/home/runner/work/claude-task-master/claude-task-master/scripts/modules/commands.js\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md\n/home/runner/work/claude-task-master/claude-task-master/public/assets/AGENTS.md\n/home/runner/work/claude-task-master/claude-task-master/public/assets/claude/commands/tm/analyze-complexity/analyze-complexity.md\n/home/runner/work/claude-task-master/claude-task-master/mcp-server/src/core/direct-functions/analyze-task-complexity.js\n/home/runner/work/claude-task-master/claude-task-master/docs/task-structure.md\n/home/runner/work/claude-task-master/claude-task-master/docs/command-reference.md\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/getting-started/quick-start/tasks-quick.mdx\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/cli-root-commands.mdx\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/task-structure.mdx\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md\n/home/runner/work/claude-task-master/claude-task-master/README-task-master.md\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md\n/home/runner/work/claude-task-master/claude-task-master/.kiro/steering/dev_workflow.md\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/CLAUDE.md\n/home/runner/work/claude-task-master/claude-task-master/.claude/commands/tm/analyze-complexity/analyze-complexity.md\n/home/runner/work/claude-task-master/claude-task-master/.changeset/chore-fix-docs.md\n/home/runner/work/claude-task-master/claude-task-master/.changeset/mcp-timeout-configuration.md\n/home/runner/work/claude-task-master/claude-task-master/.changeset/README.md"}]},"parent_tool_use_id":"toolu_01L7bxUUVJPHc8oDoVXqqQSN","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"624b9790-54b7-4cd0-960e-e90a3b2dcdc2"} 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+{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014xKL7JLBBc9pwZiZuhSTQb","type":"tool_result","content":"/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md-2075-\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md:2076:- [#240](https://github.com/eyaltoledano/claude-task-master/pull/240) [`9a48278`](https://github.com/eyaltoledano/claude-task-master/commit/9a482789f7894f57f655fb8d30ba68542bd0df63) Thanks [@eyaltoledano](https://github.com/eyaltoledano)! - Tweaks Perplexity AI calls for research mode to max out input tokens and get day-fresh information - Forces temp at 0.1 for highly deterministic output, no variations - Adds a system prompt to further improve the output - Correctly uses the maximum input tokens (8,719, used 8,700) for perplexity - Specificies to use a high degree of research across the web - Specifies to use information that is as fresh as today; this support stuff like capturing brand new announcements like new GPT models and being able to query for those in research. 🔥\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md-2077-\n--\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md-14-6. **Expand** tasks with subtasks—break down complex tasks into smaller, more manageable subtasks.\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md:15:7. **Research-backed subtask generation**—use Perplexity AI to generate more informed and contextually relevant subtasks.\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md-16-8. **Clear subtasks**—remove subtasks from specified tasks to allow regeneration or restructuring.\n--\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md-162-\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md:163:# Use Perplexity AI for research-backed subtask generation\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md-164-task-master expand --id=3 --research\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md-165-\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md:166:# Use Perplexity AI for research-backed generation on all pending tasks\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md-167-task-master expand --all --research\n--\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md-194-- The script now uses a unified AI service layer (`ai-services-unified.js`).\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md:195:- Model selection (e.g., Claude vs. Perplexity for `--research`) is determined by the configuration in `.taskmaster/config.json` based on the requested `role` (`main` or `research`).\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md-196-- API keys are automatically resolved from your `.env` file (for CLI) or MCP session environment.\n--\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md-319-\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md:320:# Use Perplexity AI for research-backed complexity analysis\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md-321-task-master analyze-complexity --research\n--\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md-325-\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md:326:- The command uses Claude to analyze each task's complexity (or Perplexity with --research flag)\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md-327-- Tasks are scored on a scale of 1-10\n--\n/home/runner/work/claude-task-master/claude-task-master/.kiro/steering/dev_workflow.md-231-- Use `--num=` to specify an explicit number of subtasks, overriding defaults or complexity report recommendations.\n/home/runner/work/claude-task-master/claude-task-master/.kiro/steering/dev_workflow.md:232:- Add `--research` flag to leverage Perplexity AI for research-backed expansion.\n/home/runner/work/claude-task-master/claude-task-master/.kiro/steering/dev_workflow.md-233-- Add `--force` flag to clear existing subtasks before generating new ones (default is to append).\n--\n/home/runner/work/claude-task-master/claude-task-master/docs/command-reference.md-183-\n/home/runner/work/claude-task-master/claude-task-master/docs/command-reference.md:184:# Use Perplexity AI for research-backed complexity analysis\n/home/runner/work/claude-task-master/claude-task-master/docs/command-reference.md-185-task-master analyze-complexity --research\n--\n/home/runner/work/claude-task-master/claude-task-master/README-task-master.md-303-\n/home/runner/work/claude-task-master/claude-task-master/README-task-master.md:304:For research-backed subtask generation using Perplexity AI:\n/home/runner/work/claude-task-master/claude-task-master/README-task-master.md-305-\n--\n/home/runner/work/claude-task-master/claude-task-master/README-task-master.md-452-\n/home/runner/work/claude-task-master/claude-task-master/README-task-master.md:453:# Use Perplexity AI for research-backed complexity analysis\n/home/runner/work/claude-task-master/claude-task-master/README-task-master.md-454-task-master analyze-complexity --research\n--\n/home/runner/work/claude-task-master/claude-task-master/llms-install.md-41-- **Google** (for Gemini models)\n/home/runner/work/claude-task-master/claude-task-master/llms-install.md:42:- **Perplexity** (for research features) - Highly recommended\n/home/runner/work/claude-task-master/claude-task-master/llms-install.md-43-- **Mistral** (for Mistral models)\n--\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx-63-\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx:64: # Use research-backed updates with Perplexity AI\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx-65- task-master update-task --id= --prompt=\"\" --research\n--\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx-76-\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx:77: # Use research-backed updates with Perplexity AI\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx-78- task-master update-subtask --id= --prompt=\"\" --research\n--\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx-157-\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx:158: # Use Perplexity AI for research-backed complexity analysis\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx-159- task-master analyze-complexity --research\n--\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/ai-development-workflow.mdx-120-\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/ai-development-workflow.mdx:121: For research-backed subtask generation using Perplexity AI:\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/ai-development-workflow.mdx-122-\n--\n/home/runner/work/claude-task-master/claude-task-master/.changeset/README.md-60-\n/home/runner/work/claude-task-master/claude-task-master/.changeset/README.md:61:Added new `--research` flag to the `expand` command that uses Perplexity AI\n/home/runner/work/claude-task-master/claude-task-master/.changeset/README.md-62-to provide research-backed task expansions. Requires PERPLEXITY_API_KEY\n--\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/cli-root-commands.mdx-64-\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/cli-root-commands.mdx:65: # Use research-backed updates with Perplexity AI\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/cli-root-commands.mdx-66- task-master update-task --id= --prompt=\"\" --research\n--\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/cli-root-commands.mdx-77-\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/cli-root-commands.mdx:78: # Use research-backed updates with Perplexity AI\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/cli-root-commands.mdx-79- task-master update-subtask --id= --prompt=\"\" --research\n--\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/getting-started/quick-start/requirements.mdx-37-\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/getting-started/quick-start/requirements.mdx:38:Taskmaster utilizes AI across several commands, and those require a separate API key. For the purpose of a Quick Start we recommend setting up an API Key with Anthropic for your main model and Perplexity for your research model (optional but recommended).\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/getting-started/quick-start/requirements.mdx-39-\n--\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/getting-started/quick-start/requirements.mdx-46-3. Google Gemini API key\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/getting-started/quick-start/requirements.mdx:47:4. Perplexity API key (for research model)\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/getting-started/quick-start/requirements.mdx-48-5. xAI API Key (for research or main model)\n--\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-14-6. **Expand** tasks with subtasks—break down complex tasks into smaller, more manageable subtasks.\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md:15:7. **Research-backed subtask generation**—use Perplexity AI to generate more informed and contextually relevant subtasks.\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-16-8. **Clear subtasks**—remove subtasks from specified tasks to allow regeneration or restructuring.\n--\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-31-- `TEMPERATURE`: Temperature for model responses (default: 0.7)\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md:32:- `PERPLEXITY_API_KEY`: Your Perplexity API key for research-backed subtask generation\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-33-- `PERPLEXITY_MODEL`: Specify which Perplexity model to use (default: \"sonar-medium-online\")\n--\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-99-\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md:100:# With research-backed updates using Perplexity AI\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-101-node scripts/dev.js update --from=4 --prompt=\"Integrate OAuth 2.0\" --research\n--\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-111-- Tasks with ID >= the specified --from value will be updated\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md:112:- The `--research` flag uses Perplexity AI for more informed updates when available\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-113-\n--\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-121-\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md:122:# With research-backed updates using Perplexity AI\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-123-node scripts/dev.js update-task --id=4 --prompt=\"Use JWT for authentication\" --research\n--\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-180-\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md:181:# Use Perplexity AI for research-backed subtask generation\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-182-node scripts/dev.js expand --id=3 --research\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-183-\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md:184:# Use Perplexity AI for research-backed generation on all pending tasks\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-185-node scripts/dev.js expand --all --research\n--\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-214-1. **Anthropic Claude**: Used for parsing PRDs, generating tasks, and creating subtasks.\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md:215:2. **Perplexity AI**: Used for research-backed subtask generation when the `--research` flag is specified.\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-216-\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md:217:The Perplexity integration uses the OpenAI client to connect to Perplexity's API, which provides enhanced research capabilities for generating more informed subtasks. If the Perplexity API is unavailable or encounters an error, the script will automatically fall back to using Anthropic's Claude.\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-218-\n--\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-344-\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md:345:# Use Perplexity AI for research-backed complexity analysis\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-346-node scripts/dev.js analyze-complexity --research\n--\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-350-\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md:351:- The command uses Claude to analyze each task's complexity (or Perplexity with --research flag)\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md-352-- Tasks are scored on a scale of 1-10\n--\n/home/runner/work/claude-task-master/claude-task-master/README.md-86-- Google Gemini API key\n/home/runner/work/claude-task-master/claude-task-master/README.md:87:- Perplexity API key (for research model)\n/home/runner/work/claude-task-master/claude-task-master/README.md-88-- xAI API Key (for research or main model)"}]},"parent_tool_use_id":"toolu_01L7bxUUVJPHc8oDoVXqqQSN","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"5cac3184-a5d4-402a-8aa6-b7f1971511e3"} +{"type":"assistant","message":{"id":"msg_012xkMhVWgCceF6FcesANviU","type":"message","role":"assistant","model":"claude-opus-4-1-20250805","content":[{"type":"tool_use","id":"toolu_01HcDbWjFCND3FDE9r8fReyE","name":"Grep","input":{"pattern":"research.*model|configured.*research|research.*configured","glob":"**/*.{md,mdx}","output_mode":"content","-n":true,"-C":1,"head_limit":30}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":5,"cache_creation_input_tokens":4881,"cache_read_input_tokens":18286,"cache_creation":{"ephemeral_5m_input_tokens":4881,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01L7bxUUVJPHc8oDoVXqqQSN","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"fbd51610-a8aa-4352-8b4f-5f2beffbbed8"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01HcDbWjFCND3FDE9r8fReyE","type":"tool_result","content":"/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md-1287-\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md:1288: The research command integrates with the existing AI service layer and supports all configured AI providers. Both CLI and MCP interfaces provide comprehensive research capabilities with intelligent context gathering and flexible output options.\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md-1289-\n--\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md-1796-\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md:1797:- [#567](https://github.com/eyaltoledano/claude-task-master/pull/567) [`70f4054`](https://github.com/eyaltoledano/claude-task-master/commit/70f4054f268f9f8257870e64c24070263d4e2966) Thanks [@eyaltoledano](https://github.com/eyaltoledano)! - Add `--research` flag to parse-prd command, enabling enhanced task generation from PRD files. When used, Taskmaster leverages the research model to:\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md-1798- - Research current technologies and best practices relevant to the project\n--\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md-1877-\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md:1878:- [#567](https://github.com/eyaltoledano/claude-task-master/pull/567) [`70f4054`](https://github.com/eyaltoledano/claude-task-master/commit/70f4054f268f9f8257870e64c24070263d4e2966) Thanks [@eyaltoledano](https://github.com/eyaltoledano)! - Add `--research` flag to parse-prd command, enabling enhanced task generation from PRD files. When used, Taskmaster leverages the research model to:\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md-1879- - Research current technologies and best practices relevant to the project\n--\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md-2063-\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md:2064:- [#240](https://github.com/eyaltoledano/claude-task-master/pull/240) [`1ab836f`](https://github.com/eyaltoledano/claude-task-master/commit/1ab836f191cb8969153593a9a0bd47fc9aa4a831) Thanks [@eyaltoledano](https://github.com/eyaltoledano)! - Adds model management and new configuration file .taskmasterconfig which houses the models used for main, research and fallback. Adds models command and setter flags. Adds a --setup flag with an interactive setup. We should be calling this during init. Shows a table of active and available models when models is called without flags. Includes SWE scores and token costs, which are manually entered into the supported_models.json, the new place where models are defined for support. Config-manager.js is the core module responsible for managing the new config.\"\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md-2065-\n--\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md-2075-\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md:2076:- [#240](https://github.com/eyaltoledano/claude-task-master/pull/240) [`9a48278`](https://github.com/eyaltoledano/claude-task-master/commit/9a482789f7894f57f655fb8d30ba68542bd0df63) Thanks [@eyaltoledano](https://github.com/eyaltoledano)! - Tweaks Perplexity AI calls for research mode to max out input tokens and get day-fresh information - Forces temp at 0.1 for highly deterministic output, no variations - Adds a system prompt to further improve the output - Correctly uses the maximum input tokens (8,719, used 8,700) for perplexity - Specificies to use a high degree of research across the web - Specifies to use information that is as fresh as today; this support stuff like capturing brand new announcements like new GPT models and being able to query for those in research. 🔥\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md-2077-\n--\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md-2113-\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md:2114:- [#240](https://github.com/eyaltoledano/claude-task-master/pull/240) [`6cb213e`](https://github.com/eyaltoledano/claude-task-master/commit/6cb213ebbd51116ae0688e35b575d09443d17c3b) Thanks [@eyaltoledano](https://github.com/eyaltoledano)! - Adds a 'models' CLI and MCP command to get the current model configuration, available models, and gives the ability to set main/research/fallback models.\" - In the CLI, `task-master models` shows the current models config. Using the `--setup` flag launches an interactive set up that allows you to easily select the models you want to use for each of the three roles. Use `q` during the interactive setup to cancel the setup. - In the MCP, responses are simplified in RESTful format (instead of the full CLI output). The agent can use the `models` tool with different arguments, including `listAvailableModels` to get available models. Run without arguments, it will return the current configuration. Arguments are available to set the model for each of the three roles. This allows you to manage Taskmaster AI providers and models directly from either the CLI or MCP or both. - Updated the CLI help menu when you run `task-master` to include missing commands and .taskmasterconfig information. - Adds `--research` flag to `add-task` so you can hit up Perplexity right from the add-task flow, rather than having to add a task and then update it.\n/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md-2115-\n--\n/home/runner/work/claude-task-master/claude-task-master/public/assets/AGENTS.md-410-- Add `--research` flag for research-based AI enhancement\n/home/runner/work/claude-task-master/claude-task-master/public/assets/AGENTS.md:411:- Requires a research model API key like Perplexity (`PERPLEXITY_API_KEY`) in environment\n/home/runner/work/claude-task-master/claude-task-master/public/assets/AGENTS.md-412-- Provides more informed task creation and updates\n--\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md-24-\n/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md:25: - Stores AI model selections (`main`, `research`, `fallback`), model parameters (`maxTokens`, `temperature`), `logLevel`, `defaultSubtasks`, `defaultPriority`, `projectName`, etc."}]},"parent_tool_use_id":"toolu_01L7bxUUVJPHc8oDoVXqqQSN","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"2fc0e4bf-5e8a-4d8b-931c-89e431e6b98e"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01L7bxUUVJPHc8oDoVXqqQSN","type":"tool_result","content":[{"type":"text","text":"Based on my analysis, I can now create a comprehensive execution plan for documentation updates related to the `analyze-complexity` command changes:\n\n## Analysis Summary\n\nThe recent commit made the following key changes:\n1. **Changed terminology** from \"Perplexity AI\" to \"configured research model\" in the `analyze-complexity` command help text and documentation\n2. **Added more documentation** about the `--research` flag in the quick start guide\n3. **Fixed inconsistent references** to make it clear that the research model is configurable, not hardcoded to Perplexity\n\n## Execution Plan\n\n```yaml\nexecution_plan:\n EXECUTE_IN_PARALLEL:\n - subtask_id: 1.1\n parent_task: 1\n title: Update all Perplexity-specific references in main documentation\n priority: high\n estimated_time: 15 minutes\n executor_prompt: |\n Execute Subtask 1.1: Update all Perplexity-specific references in main documentation\n \n SPECIFIC REQUIREMENTS:\n - Review and update files that incorrectly reference \"Perplexity AI\" for research features\n - Change references to use \"configured research model\" or \"your configured research model\" \n - Ensure consistency with the recent changes\n \n FILES TO CREATE/MODIFY:\n - /home/runner/work/claude-task-master/claude-task-master/README-task-master.md\n - /home/runner/work/claude-task-master/claude-task-master/docs/command-reference.md\n - /home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md\n - /home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md\n \n CONTEXT:\n - The analyze-complexity command was updated to say \"configured research model\" instead of \"Perplexity AI\"\n - Perplexity is just one option; users can configure different research models via task-master models --setup\n - The recent commit changed this in cli-root-commands.mdx, tasks-quick.mdx, and commands.js\n \n SUCCESS CRITERIA:\n - All references to \"Perplexity AI for research\" should be changed to \"configured research model\"\n - Keep references to Perplexity when it's mentioned as an example provider\n - Ensure consistency across all documentation\n \n IMPORTANT: \n - Focus ONLY on this subtask\n - Mark subtask as 'review' when complete\n - Use MCP tool: mcp__task-master-ai__set_task_status\n \n - subtask_id: 1.2\n parent_task: 1\n title: Update archive documentation files for consistency\n priority: medium\n estimated_time: 10 minutes\n executor_prompt: |\n Execute Subtask 1.2: Update archive documentation files for consistency\n \n SPECIFIC REQUIREMENTS:\n - Update archived documentation to reflect the new terminology\n - Ensure archived docs don't confuse users with old terminology\n \n FILES TO CREATE/MODIFY:\n - /home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx\n - /home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/ai-development-workflow.mdx\n \n CONTEXT:\n - The analyze-complexity command now references \"configured research model\" not \"Perplexity AI\"\n - These are archived docs but should still be consistent to avoid confusion\n \n SUCCESS CRITERIA:\n - Replace \"Perplexity AI\" with \"configured research model\" in research-related command examples\n - Maintain Perplexity mentions only as an example provider option\n \n IMPORTANT: \n - Focus ONLY on this subtask\n - Mark subtask as 'review' when complete\n - Use MCP tool: mcp__task-master-ai__set_task_status\n \n - subtask_id: 1.3\n parent_task: 1\n title: Update Claude command templates for analyze-complexity\n priority: medium\n estimated_time: 10 minutes\n executor_prompt: |\n Execute Subtask 1.3: Update Claude command templates for analyze-complexity\n \n SPECIFIC REQUIREMENTS:\n - Update Claude Code command templates to reflect new terminology\n - Ensure templates guide users correctly with updated language\n \n FILES TO CREATE/MODIFY:\n - /home/runner/work/claude-task-master/claude-task-master/public/assets/claude/commands/tm/analyze-complexity/analyze-complexity.md\n - /home/runner/work/claude-task-master/claude-task-master/.claude/commands/tm/analyze-complexity/analyze-complexity.md\n \n CONTEXT:\n - The analyze-complexity --research flag now uses \"configured research model\" not \"Perplexity AI\"\n - These are templates used by Claude Code for the analyze-complexity command\n \n SUCCESS CRITERIA:\n - Update any references from \"Perplexity AI\" to \"configured research model\"\n - Ensure the command template accurately reflects the current functionality\n \n IMPORTANT: \n - Focus ONLY on this subtask\n - Mark subtask as 'review' when complete\n - Use MCP tool: mcp__task-master-ai__set_task_status\n \n blocked:\n - task_id: 2\n title: Update other research-related commands documentation\n waiting_for: [1.1, 1.2, 1.3]\n becomes_ready_when: All Perplexity-specific references are updated to generic research model references\n \n next_wave:\n trigger: \"After tasks 1.1, 1.2, and 1.3 complete\"\n newly_available: [2]\n tasks_to_execute_in_parallel: [2.1, 2.2, 2.3]\n \n critical_path: [1.1, 1.2, 1.3, 2]\n \n parallelization_instruction: |\n IMPORTANT FOR CLAUDE: Deploy ALL 3 tasks in 'EXECUTE_IN_PARALLEL' section\n simultaneously using multiple Task tool invocations in a single response.\n These are independent documentation updates that can all run in parallel.\n \n verification_needed:\n - task_id: all\n verification_focus: Ensure all references to \"Perplexity AI for research\" are updated to \"configured research model\" while keeping Perplexity mentions only as an example provider option\n```\n\n**Key Documentation Updates Needed:**\n\n1. **Main Documentation Files** - Update references from \"Perplexity AI\" to \"configured research model\" for all research-related features\n2. **Archive Documentation** - Ensure archived docs are consistent with new terminology\n3. **Claude Command Templates** - Update templates to reflect the configurable nature of the research model\n\nThe changes should maintain clarity that:\n- Perplexity is ONE option for the research model, not the only option\n- Users configure their research model via `task-master models --setup`\n- The `--research` flag uses whatever research model is configured in `.taskmaster/config.json`"}]}]},"parent_tool_use_id":null,"session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"ea09dd23-3998-4a4a-ab74-86ad592e1bf9"} +{"type":"assistant","message":{"id":"msg_015o8ckykvst3UDVvXQ6oBNF","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01VLuWbcUrZht6buM2XiChPX","name":"Task","input":{"subagent_type":"task-executor","description":"Update Perplexity references in main docs","prompt":"Execute Subtask 1.1: Update all Perplexity-specific references in main documentation\n\nSPECIFIC REQUIREMENTS:\n- Review and update files that incorrectly reference \"Perplexity AI\" for research features\n- Change references to use \"configured research model\" or \"your configured research model\" \n- Ensure consistency with the recent changes\n\nFILES TO CREATE/MODIFY:\n- README-task-master.md\n- docs/command-reference.md\n- .taskmaster/docs/README.md\n- public/assets/scripts_README.md\n\nCONTEXT:\n- The analyze-complexity command was updated to say \"configured research model\" instead of \"Perplexity AI\"\n- Perplexity is just one option; users can configure different research models via task-master models --setup\n- The recent commit changed this in cli-root-commands.mdx, tasks-quick.mdx, and commands.js\n\nSUCCESS CRITERIA:\n- All references to \"Perplexity AI for research\" should be changed to \"configured research model\"\n- Keep references to Perplexity when it's mentioned as an example provider\n- Ensure consistency across all documentation\n\nFocus ONLY on this subtask and complete the documentation updates systematically."}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":2112,"cache_read_input_tokens":19153,"cache_creation":{"ephemeral_5m_input_tokens":2112,"ephemeral_1h_input_tokens":0},"output_tokens":33,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"36813612-3538-4579-ac9a-53dd6304ccfb"} +{"type":"assistant","message":{"id":"msg_01MR6VGha5KRiEND91UFh3CX","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01EPnBdA8XHd78TSLx57bMx6","name":"TodoWrite","input":{"todos":[{"content":"Review README-task-master.md for Perplexity-specific references","status":"pending"},{"content":"Review docs/command-reference.md for Perplexity-specific references","status":"pending"},{"content":"Review .taskmaster/docs/README.md for Perplexity-specific references","status":"pending"},{"content":"Review public/assets/scripts_README.md for Perplexity-specific references","status":"pending"},{"content":"Update all identified references to use 'configured research model'","status":"pending"},{"content":"Verify all changes are consistent","status":"pending"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":15140,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":15140,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"4efe4531-b025-47fd-919e-5c00c7901858"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01EPnBdA8XHd78TSLx57bMx6","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"bd7edd71-09e7-4e92-9775-e8a891cf6a67"} +{"type":"assistant","message":{"id":"msg_01Bzdx3ovsxkQRTJ5QcxbqQ2","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01L6G1GtAq44JQb3uyAexACR","name":"TodoWrite","input":{"todos":[{"content":"Review README-task-master.md for Perplexity-specific references","status":"in_progress"},{"content":"Review docs/command-reference.md for Perplexity-specific references","status":"pending"},{"content":"Review .taskmaster/docs/README.md for Perplexity-specific references","status":"pending"},{"content":"Review public/assets/scripts_README.md for Perplexity-specific references","status":"pending"},{"content":"Update all identified references to use 'configured research model'","status":"pending"},{"content":"Verify all changes are consistent","status":"pending"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":297,"cache_read_input_tokens":15140,"cache_creation":{"ephemeral_5m_input_tokens":297,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"10c803d1-fa82-4078-9e0c-cd2f9a19504c"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01L6G1GtAq44JQb3uyAexACR","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"0b4b206c-6b8d-481b-a521-fb899f439bd8"} +{"type":"assistant","message":{"id":"msg_01HorEBfvLPESfPGrvvC8JPw","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01N9jH7z8dYAFG7uWGm8NpHS","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/README-task-master.md"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":283,"cache_read_input_tokens":15437,"cache_creation":{"ephemeral_5m_input_tokens":283,"ephemeral_1h_input_tokens":0},"output_tokens":38,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"dfa4b5e8-a720-4f88-ac5c-0b78c9063229"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01N9jH7z8dYAFG7uWGm8NpHS","type":"tool_result","content":" 1→# Task Master\n 2→\n 3→### by [@eyaltoledano](https://x.com/eyaltoledano)\n 4→\n 5→A task management system for AI-driven development with Claude, designed to work seamlessly with Cursor AI.\n 6→\n 7→## Requirements\n 8→\n 9→- Node.js 14.0.0 or higher\n 10→- Anthropic API key (Claude API)\n 11→- Anthropic SDK version 0.39.0 or higher\n 12→- OpenAI SDK (for Perplexity API integration, optional)\n 13→\n 14→## Configuration\n 15→\n 16→Taskmaster uses two primary configuration methods:\n 17→\n 18→1. **`.taskmasterconfig` File (Project Root)**\n 19→\n 20→ - Stores most settings: AI model selections (main, research, fallback), parameters (max tokens, temperature), logging level, default priority/subtasks, project name.\n 21→ - **Created and managed using `task-master models --setup` CLI command or the `models` MCP tool.**\n 22→ - Do not edit manually unless you know what you are doing.\n 23→\n 24→2. **Environment Variables (`.env` file or MCP `env` block)**\n 25→ - Used **only** for sensitive **API Keys** (e.g., `ANTHROPIC_API_KEY`, `PERPLEXITY_API_KEY`, etc.) and specific endpoints (like `OLLAMA_BASE_URL`).\n 26→ - **For CLI:** Place keys in a `.env` file in your project root.\n 27→ - **For MCP/Cursor:** Place keys in the `env` section of your `.cursor/mcp.json` (or other MCP config according to the AI IDE or client you use) file under the `taskmaster-ai` server definition.\n 28→\n 29→**Important:** Settings like model choices, max tokens, temperature, and log level are **no longer configured via environment variables.** Use the `task-master models` command or tool.\n 30→\n 31→See the [Configuration Guide](docs/configuration.md) for full details.\n 32→\n 33→## Installation\n 34→\n 35→```bash\n 36→# Install globally\n 37→npm install -g task-master-ai\n 38→\n 39→# OR install locally within your project\n 40→npm install task-master-ai\n 41→```\n 42→\n 43→### Initialize a new project\n 44→\n 45→```bash\n 46→# If installed globally\n 47→task-master init\n 48→\n 49→# If installed locally\n 50→npx task-master init\n 51→```\n 52→\n 53→This will prompt you for project details and set up a new project with the necessary files and structure.\n 54→\n 55→### Important Notes\n 56→\n 57→1. **ES Modules Configuration:**\n 58→\n 59→ - This project uses ES Modules (ESM) instead of CommonJS.\n 60→ - This is set via `\"type\": \"module\"` in your package.json.\n 61→ - Use `import/export` syntax instead of `require()`.\n 62→ - Files should use `.js` or `.mjs` extensions.\n 63→ - To use a CommonJS module, either:\n 64→ - Rename it with `.cjs` extension\n 65→ - Use `await import()` for dynamic imports\n 66→ - If you need CommonJS throughout your project, remove `\"type\": \"module\"` from package.json, but Task Master scripts expect ESM.\n 67→\n 68→2. The Anthropic SDK version should be 0.39.0 or higher.\n 69→\n 70→## Quick Start with Global Commands\n 71→\n 72→After installing the package globally, you can use these CLI commands from any directory:\n 73→\n 74→```bash\n 75→# Initialize a new project\n 76→task-master init\n 77→\n 78→# Parse a PRD and generate tasks\n 79→task-master parse-prd your-prd.txt\n 80→\n 81→# List all tasks\n 82→task-master list\n 83→\n 84→# Show the next task to work on\n 85→task-master next\n 86→\n 87→# Generate task files\n 88→task-master generate\n 89→```\n 90→\n 91→## Troubleshooting\n 92→\n 93→### If `task-master init` doesn't respond:\n 94→\n 95→Try running it with Node directly:\n 96→\n 97→```bash\n 98→node node_modules/claude-task-master/scripts/init.js\n 99→```\n 100→\n 101→Or clone the repository and run:\n 102→\n 103→```bash\n 104→git clone https://github.com/eyaltoledano/claude-task-master.git\n 105→cd claude-task-master\n 106→node scripts/init.js\n 107→```\n 108→\n 109→## Task Structure\n 110→\n 111→Tasks in tasks.json have the following structure:\n 112→\n 113→- `id`: Unique identifier for the task (Example: `1`)\n 114→- `title`: Brief, descriptive title of the task (Example: `\"Initialize Repo\"`)\n 115→- `description`: Concise description of what the task involves (Example: `\"Create a new repository, set up initial structure.\"`)\n 116→- `status`: Current state of the task (Example: `\"pending\"`, `\"done\"`, `\"deferred\"`)\n 117→- `dependencies`: IDs of tasks that must be completed before this task (Example: `[1, 2]`)\n 118→ - Dependencies are displayed with status indicators (✅ for completed, ⏱️ for pending)\n 119→ - This helps quickly identify which prerequisite tasks are blocking work\n 120→- `priority`: Importance level of the task (Example: `\"high\"`, `\"medium\"`, `\"low\"`)\n 121→- `details`: In-depth implementation instructions (Example: `\"Use GitHub client ID/secret, handle callback, set session token.\"`)\n 122→- `testStrategy`: Verification approach (Example: `\"Deploy and call endpoint to confirm 'Hello World' response.\"`)\n 123→- `subtasks`: List of smaller, more specific tasks that make up the main task (Example: `[{\"id\": 1, \"title\": \"Configure OAuth\", ...}]`)\n 124→\n 125→## Integrating with Cursor AI\n 126→\n 127→Claude Task Master is designed to work seamlessly with [Cursor AI](https://www.cursor.so/), providing a structured workflow for AI-driven development.\n 128→\n 129→### Setup with Cursor\n 130→\n 131→1. After initializing your project, open it in Cursor\n 132→2. The `.cursor/rules/dev_workflow.mdc` file is automatically loaded by Cursor, providing the AI with knowledge about the task management system\n 133→3. Place your PRD document in the `scripts/` directory (e.g., `scripts/prd.txt`)\n 134→4. Open Cursor's AI chat and switch to Agent mode\n 135→\n 136→### Setting up MCP in Cursor\n 137→\n 138→To enable enhanced task management capabilities directly within Cursor using the Model Control Protocol (MCP):\n 139→\n 140→1. Go to Cursor settings\n 141→2. Navigate to the MCP section\n 142→3. Click on \"Add New MCP Server\"\n 143→4. Configure with the following details:\n 144→ - Name: \"Task Master\"\n 145→ - Type: \"Command\"\n 146→ - Command: \"npx -y task-master-ai\"\n 147→5. Save the settings\n 148→\n 149→Once configured, you can interact with Task Master's task management commands directly through Cursor's interface, providing a more integrated experience.\n 150→\n 151→### Initial Task Generation\n 152→\n 153→In Cursor's AI chat, instruct the agent to generate tasks from your PRD:\n 154→\n 155→```\n 156→Please use the task-master parse-prd command to generate tasks from my PRD. The PRD is located at scripts/prd.txt.\n 157→```\n 158→\n 159→The agent will execute:\n 160→\n 161→```bash\n 162→task-master parse-prd scripts/prd.txt\n 163→```\n 164→\n 165→This will:\n 166→\n 167→- Parse your PRD document\n 168→- Generate a structured `tasks.json` file with tasks, dependencies, priorities, and test strategies\n 169→- The agent will understand this process due to the Cursor rules\n 170→\n 171→### Generate Individual Task Files\n 172→\n 173→Next, ask the agent to generate individual task files:\n 174→\n 175→```\n 176→Please generate individual task files from tasks.json\n 177→```\n 178→\n 179→The agent will execute:\n 180→\n 181→```bash\n 182→task-master generate\n 183→```\n 184→\n 185→This creates individual task files in the `tasks/` directory (e.g., `task_001.txt`, `task_002.txt`), making it easier to reference specific tasks.\n 186→\n 187→## AI-Driven Development Workflow\n 188→\n 189→The Cursor agent is pre-configured (via the rules file) to follow this workflow:\n 190→\n 191→### 1. Task Discovery and Selection\n 192→\n 193→Ask the agent to list available tasks:\n 194→\n 195→```\n 196→What tasks are available to work on next?\n 197→```\n 198→\n 199→The agent will:\n 200→\n 201→- Run `task-master list` to see all tasks\n 202→- Run `task-master next` to determine the next task to work on\n 203→- Analyze dependencies to determine which tasks are ready to be worked on\n 204→- Prioritize tasks based on priority level and ID order\n 205→- Suggest the next task(s) to implement\n 206→\n 207→### 2. Task Implementation\n 208→\n 209→When implementing a task, the agent will:\n 210→\n 211→- Reference the task's details section for implementation specifics\n 212→- Consider dependencies on previous tasks\n 213→- Follow the project's coding standards\n 214→- Create appropriate tests based on the task's testStrategy\n 215→\n 216→You can ask:\n 217→\n 218→```\n 219→Let's implement task 3. What does it involve?\n 220→```\n 221→\n 222→### 3. Task Verification\n 223→\n 224→Before marking a task as complete, verify it according to:\n 225→\n 226→- The task's specified testStrategy\n 227→- Any automated tests in the codebase\n 228→- Manual verification if required\n 229→\n 230→### 4. Task Completion\n 231→\n 232→When a task is completed, tell the agent:\n 233→\n 234→```\n 235→Task 3 is now complete. Please update its status.\n 236→```\n 237→\n 238→The agent will execute:\n 239→\n 240→```bash\n 241→task-master set-status --id=3 --status=done\n 242→```\n 243→\n 244→### 5. Handling Implementation Drift\n 245→\n 246→If during implementation, you discover that:\n 247→\n 248→- The current approach differs significantly from what was planned\n 249→- Future tasks need to be modified due to current implementation choices\n 250→- New dependencies or requirements have emerged\n 251→\n 252→Tell the agent:\n 253→\n 254→```\n 255→We've changed our approach. We're now using Express instead of Fastify. Please update all future tasks to reflect this change.\n 256→```\n 257→\n 258→The agent will execute:\n 259→\n 260→```bash\n 261→task-master update --from=4 --prompt=\"Now we are using Express instead of Fastify.\"\n 262→```\n 263→\n 264→This will rewrite or re-scope subsequent tasks in tasks.json while preserving completed work.\n 265→\n 266→### 6. Breaking Down Complex Tasks\n 267→\n 268→For complex tasks that need more granularity:\n 269→\n 270→```\n 271→Task 5 seems complex. Can you break it down into subtasks?\n 272→```\n 273→\n 274→The agent will execute:\n 275→\n 276→```bash\n 277→task-master expand --id=5 --num=3\n 278→```\n 279→\n 280→You can provide additional context:\n 281→\n 282→```\n 283→Please break down task 5 with a focus on security considerations.\n 284→```\n 285→\n 286→The agent will execute:\n 287→\n 288→```bash\n 289→task-master expand --id=5 --prompt=\"Focus on security aspects\"\n 290→```\n 291→\n 292→You can also expand all pending tasks:\n 293→\n 294→```\n 295→Please break down all pending tasks into subtasks.\n 296→```\n 297→\n 298→The agent will execute:\n 299→\n 300→```bash\n 301→task-master expand --all\n 302→```\n 303→\n 304→For research-backed subtask generation using Perplexity AI:\n 305→\n 306→```\n 307→Please break down task 5 using research-backed generation.\n 308→```\n 309→\n 310→The agent will execute:\n 311→\n 312→```bash\n 313→task-master expand --id=5 --research\n 314→```\n 315→\n 316→## Command Reference\n 317→\n 318→Here's a comprehensive reference of all available commands:\n 319→\n 320→### Parse PRD\n 321→\n 322→```bash\n 323→# Parse a PRD file and generate tasks\n 324→task-master parse-prd \n 325→\n 326→# Limit the number of tasks generated (default is 10)\n 327→task-master parse-prd --num-tasks=5\n 328→\n 329→# Allow task master to determine the number of tasks based on complexity\n 330→task-master parse-prd --num-tasks=0\n 331→```\n 332→\n 333→### List Tasks\n 334→\n 335→```bash\n 336→# List all tasks\n 337→task-master list\n 338→\n 339→# List tasks with a specific status\n 340→task-master list --status=\n 341→\n 342→# List tasks with subtasks\n 343→task-master list --with-subtasks\n 344→\n 345→# List tasks with a specific status and include subtasks\n 346→task-master list --status= --with-subtasks\n 347→```\n 348→\n 349→### Show Next Task\n 350→\n 351→```bash\n 352→# Show the next task to work on based on dependencies and status\n 353→task-master next\n 354→```\n 355→\n 356→### Show Specific Task\n 357→\n 358→```bash\n 359→# Show details of a specific task\n 360→task-master show \n 361→# or\n 362→task-master show --id=\n 363→\n 364→# View a specific subtask (e.g., subtask 2 of task 1)\n 365→task-master show 1.2\n 366→```\n 367→\n 368→### Update Tasks\n 369→\n 370→```bash\n 371→# Update tasks from a specific ID and provide context\n 372→task-master update --from= --prompt=\"\"\n 373→```\n 374→\n 375→### Generate Task Files\n 376→\n 377→```bash\n 378→# Generate individual task files from tasks.json\n 379→task-master generate\n 380→```\n 381→\n 382→### Set Task Status\n 383→\n 384→```bash\n 385→# Set status of a single task\n 386→task-master set-status --id= --status=\n 387→\n 388→# Set status for multiple tasks\n 389→task-master set-status --id=1,2,3 --status=\n 390→\n 391→# Set status for subtasks\n 392→task-master set-status --id=1.1,1.2 --status=\n 393→```\n 394→\n 395→When marking a task as \"done\", all of its subtasks will automatically be marked as \"done\" as well.\n 396→\n 397→### Expand Tasks\n 398→\n 399→```bash\n 400→# Expand a specific task with subtasks\n 401→task-master expand --id= --num=\n 402→\n 403→# Expand a task with a dynamic number of subtasks (ignoring complexity report)\n 404→task-master expand --id= --num=0\n 405→\n 406→# Expand with additional context\n 407→task-master expand --id= --prompt=\"\"\n 408→\n 409→# Expand all pending tasks\n 410→task-master expand --all\n 411→\n 412→# Force regeneration of subtasks for tasks that already have them\n 413→task-master expand --all --force\n 414→\n 415→# Research-backed subtask generation for a specific task\n 416→task-master expand --id= --research\n 417→\n 418→# Research-backed generation for all tasks\n 419→task-master expand --all --research\n 420→```\n 421→\n 422→### Clear Subtasks\n 423→\n 424→```bash\n 425→# Clear subtasks from a specific task\n 426→task-master clear-subtasks --id=\n 427→\n 428→# Clear subtasks from multiple tasks\n 429→task-master clear-subtasks --id=1,2,3\n 430→\n 431→# Clear subtasks from all tasks\n 432→task-master clear-subtasks --all\n 433→```\n 434→\n 435→### Analyze Task Complexity\n 436→\n 437→```bash\n 438→# Analyze complexity of all tasks\n 439→task-master analyze-complexity\n 440→\n 441→# Save report to a custom location\n 442→task-master analyze-complexity --output=my-report.json\n 443→\n 444→# Use a specific LLM model\n 445→task-master analyze-complexity --model=claude-3-opus-20240229\n 446→\n 447→# Set a custom complexity threshold (1-10)\n 448→task-master analyze-complexity --threshold=6\n 449→\n 450→# Use an alternative tasks file\n 451→task-master analyze-complexity --file=custom-tasks.json\n 452→\n 453→# Use Perplexity AI for research-backed complexity analysis\n 454→task-master analyze-complexity --research\n 455→```\n 456→\n 457→### View Complexity Report\n 458→\n 459→```bash\n 460→# Display the task complexity analysis report\n 461→task-master complexity-report\n 462→\n 463→# View a report at a custom location\n 464→task-master complexity-report --file=my-report.json\n 465→```\n 466→\n 467→### Managing Task Dependencies\n 468→\n 469→```bash\n 470→# Add a dependency to a task\n 471→task-master add-dependency --id= --depends-on=\n 472→\n 473→# Remove a dependency from a task\n 474→task-master remove-dependency --id= --depends-on=\n 475→\n 476→# Validate dependencies without fixing them\n 477→task-master validate-dependencies\n 478→\n 479→# Find and fix invalid dependencies automatically\n 480→task-master fix-dependencies\n 481→```\n 482→\n 483→### Add a New Task\n 484→\n 485→```bash\n 486→# Add a new task using AI\n 487→task-master add-task --prompt=\"Description of the new task\"\n 488→\n 489→# Add a task with dependencies\n 490→task-master add-task --prompt=\"Description\" --dependencies=1,2,3\n 491→\n 492→# Add a task with priority\n 493→task-master add-task --prompt=\"Description\" --priority=high\n 494→```\n 495→\n 496→## Feature Details\n 497→\n 498→### Analyzing Task Complexity\n 499→\n 500→The `analyze-complexity` command:\n 501→\n 502→- Analyzes each task using AI to assess its complexity on a scale of 1-10\n 503→- Recommends optimal number of subtasks based on configured DEFAULT_SUBTASKS\n 504→- Generates tailored prompts for expanding each task\n 505→- Creates a comprehensive JSON report with ready-to-use commands\n 506→- Saves the report to scripts/task-complexity-report.json by default\n 507→\n 508→The generated report contains:\n 509→\n 510→- Complexity analysis for each task (scored 1-10)\n 511→- Recommended number of subtasks based on complexity\n 512→- AI-generated expansion prompts customized for each task\n 513→- Ready-to-run expansion commands directly within each task analysis\n 514→\n 515→### Viewing Complexity Report\n 516→\n 517→The `complexity-report` command:\n 518→\n 519→- Displays a formatted, easy-to-read version of the complexity analysis report\n 520→- Shows tasks organized by complexity score (highest to lowest)\n 521→- Provides complexity distribution statistics (low, medium, high)\n 522→- Highlights tasks recommended for expansion based on threshold score\n 523→- Includes ready-to-use expansion commands for each complex task\n 524→- If no report exists, offers to generate one on the spot\n 525→\n 526→### Smart Task Expansion\n 527→\n 528→The `expand` command automatically checks for and uses the complexity report:\n 529→\n 530→When a complexity report exists:\n 531→\n 532→- Tasks are automatically expanded using the recommended subtask count and prompts\n 533→- When expanding all tasks, they're processed in order of complexity (highest first)\n 534→- Research-backed generation is preserved from the complexity analysis\n 535→- You can still override recommendations with explicit command-line options\n 536→\n 537→Example workflow:\n 538→\n 539→```bash\n 540→# Generate the complexity analysis report with research capabilities\n 541→task-master analyze-complexity --research\n 542→\n 543→# Review the report in a readable format\n 544→task-master complexity-report\n 545→\n 546→# Expand tasks using the optimized recommendations\n 547→task-master expand --id=8\n 548→# or expand all tasks\n 549→task-master expand --all\n 550→```\n 551→\n 552→### Finding the Next Task\n 553→\n 554→The `next` command:\n 555→\n 556→- Identifies tasks that are pending/in-progress and have all dependencies satisfied\n 557→- Prioritizes tasks by priority level, dependency count, and task ID\n 558→- Displays comprehensive information about the selected task:\n 559→ - Basic task details (ID, title, priority, dependencies)\n 560→ - Implementation details\n 561→ - Subtasks (if they exist)\n 562→- Provides contextual suggested actions:\n 563→ - Command to mark the task as in-progress\n 564→ - Command to mark the task as done\n 565→ - Commands for working with subtasks\n 566→\n 567→### Viewing Specific Task Details\n 568→\n 569→The `show` command:\n 570→\n 571→- Displays comprehensive details about a specific task or subtask\n 572→- Shows task status, priority, dependencies, and detailed implementation notes\n 573→- For parent tasks, displays all subtasks and their status\n 574→- For subtasks, shows parent task relationship\n 575→- Provides contextual action suggestions based on the task's state\n 576→- Works with both regular tasks and subtasks (using the format taskId.subtaskId)\n 577→\n 578→## Best Practices for AI-Driven Development\n 579→\n 580→1. **Start with a detailed PRD**: The more detailed your PRD, the better the generated tasks will be.\n 581→\n 582→2. **Review generated tasks**: After parsing the PRD, review the tasks to ensure they make sense and have appropriate dependencies.\n 583→\n 584→3. **Analyze task complexity**: Use the complexity analysis feature to identify which tasks should be broken down further.\n 585→\n 586→4. **Follow the dependency chain**: Always respect task dependencies - the Cursor agent will help with this.\n 587→\n 588→5. **Update as you go**: If your implementation diverges from the plan, use the update command to keep future tasks aligned with your current approach.\n 589→\n 590→6. **Break down complex tasks**: Use the expand command to break down complex tasks into manageable subtasks.\n 591→\n 592→7. **Regenerate task files**: After any updates to tasks.json, regenerate the task files to keep them in sync.\n 593→\n 594→8. **Communicate context to the agent**: When asking the Cursor agent to help with a task, provide context about what you're trying to achieve.\n 595→\n 596→9. **Validate dependencies**: Periodically run the validate-dependencies command to check for invalid or circular dependencies.\n 597→\n 598→## Example Cursor AI Interactions\n 599→\n 600→### Starting a new project\n 601→\n 602→```\n 603→I've just initialized a new project with Claude Task Master. I have a PRD at scripts/prd.txt.\n 604→Can you help me parse it and set up the initial tasks?\n 605→```\n 606→\n 607→### Working on tasks\n 608→\n 609→```\n 610→What's the next task I should work on? Please consider dependencies and priorities.\n 611→```\n 612→\n 613→### Implementing a specific task\n 614→\n 615→```\n 616→I'd like to implement task 4. Can you help me understand what needs to be done and how to approach it?\n 617→```\n 618→\n 619→### Managing subtasks\n 620→\n 621→```\n 622→I need to regenerate the subtasks for task 3 with a different approach. Can you help me clear and regenerate them?\n 623→```\n 624→\n 625→### Handling changes\n 626→\n 627→```\n 628→We've decided to use MongoDB instead of PostgreSQL. Can you update all future tasks to reflect this change?\n 629→```\n 630→\n 631→### Completing work\n 632→\n 633→```\n 634→I've finished implementing the authentication system described in task 2. All tests are passing.\n 635→Please mark it as complete and tell me what I should work on next.\n 636→```\n 637→\n 638→### Analyzing complexity\n 639→\n 640→```\n 641→Can you analyze the complexity of our tasks to help me understand which ones need to be broken down further?\n 642→```\n 643→\n 644→### Viewing complexity report\n 645→\n 646→```\n 647→Can you show me the complexity report in a more readable format?\n 648→```\n 649→\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"4bfa8018-75a3-44a8-8bc8-3bdf6ea48627"} +{"type":"assistant","message":{"id":"msg_01DQfXy7kBDiintxhFz2653k","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01LDA1oEFw4RK1Nr6yeX4HFq","name":"TodoWrite","input":{"todos":[{"content":"Review README-task-master.md for Perplexity-specific references","status":"completed"},{"content":"Review docs/command-reference.md for Perplexity-specific references","status":"in_progress"},{"content":"Review .taskmaster/docs/README.md for Perplexity-specific references","status":"pending"},{"content":"Review public/assets/scripts_README.md for Perplexity-specific references","status":"pending"},{"content":"Update all identified references to use 'configured research model'","status":"pending"},{"content":"Verify all changes are consistent","status":"pending"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":7016,"cache_read_input_tokens":15720,"cache_creation":{"ephemeral_5m_input_tokens":7016,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"cd0866da-a1f6-483f-830c-da0a28620d88"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LDA1oEFw4RK1Nr6yeX4HFq","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"8693660f-df96-4d0d-a76f-a564baed51c6"} +{"type":"assistant","message":{"id":"msg_01AspxNFkJdmvwiMAo8V1C9T","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01PbtyNmnQ3c8Shg8RoJG7T4","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/docs/command-reference.md"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":281,"cache_read_input_tokens":22736,"cache_creation":{"ephemeral_5m_input_tokens":281,"ephemeral_1h_input_tokens":0},"output_tokens":38,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"7656ffe4-ca7c-413a-a46a-e9f704b46012"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PbtyNmnQ3c8Shg8RoJG7T4","type":"tool_result","content":" 1→# Task Master Command Reference\n 2→\n 3→Here's a comprehensive reference of all available commands:\n 4→\n 5→## Parse PRD\n 6→\n 7→```bash\n 8→# Parse a PRD file and generate tasks\n 9→task-master parse-prd \n 10→\n 11→# Limit the number of tasks generated (default is 10)\n 12→task-master parse-prd --num-tasks=5\n 13→\n 14→# Allow task master to determine the number of tasks based on complexity\n 15→task-master parse-prd --num-tasks=0\n 16→```\n 17→\n 18→## List Tasks\n 19→\n 20→```bash\n 21→# List all tasks\n 22→task-master list\n 23→\n 24→# List tasks with a specific status\n 25→task-master list --status=\n 26→\n 27→# List tasks with subtasks\n 28→task-master list --with-subtasks\n 29→\n 30→# List tasks with a specific status and include subtasks\n 31→task-master list --status= --with-subtasks\n 32→```\n 33→\n 34→## Show Next Task\n 35→\n 36→```bash\n 37→# Show the next task to work on based on dependencies and status\n 38→task-master next\n 39→```\n 40→\n 41→## Show Specific Task\n 42→\n 43→```bash\n 44→# Show details of a specific task\n 45→task-master show \n 46→# or\n 47→task-master show --id=\n 48→\n 49→# View multiple tasks with comma-separated IDs\n 50→task-master show 1,3,5\n 51→task-master show 44,55\n 52→\n 53→# View a specific subtask (e.g., subtask 2 of task 1)\n 54→task-master show 1.2\n 55→\n 56→# Mix parent tasks and subtasks\n 57→task-master show 44,44.1,55,55.2\n 58→```\n 59→\n 60→**Multiple Task Display:**\n 61→\n 62→- **Single ID**: Shows detailed task view with full implementation details\n 63→- **Multiple IDs**: Shows compact summary table with interactive action menu\n 64→- **Action Menu**: Provides copy-paste ready commands for batch operations:\n 65→ - Mark all as in-progress/done\n 66→ - Show next available task\n 67→ - Expand all tasks (generate subtasks)\n 68→ - View dependency relationships\n 69→ - Generate task files\n 70→\n 71→## Update Tasks\n 72→\n 73→```bash\n 74→# Update tasks from a specific ID and provide context\n 75→task-master update --from= --prompt=\"\"\n 76→\n 77→# Update tasks using research role\n 78→task-master update --from= --prompt=\"\" --research\n 79→```\n 80→\n 81→## Update a Specific Task\n 82→\n 83→```bash\n 84→# Update a single task by ID with new information\n 85→task-master update-task --id= --prompt=\"\"\n 86→\n 87→# Use research-backed updates\n 88→task-master update-task --id= --prompt=\"\" --research\n 89→```\n 90→\n 91→## Update a Subtask\n 92→\n 93→```bash\n 94→# Append additional information to a specific subtask\n 95→task-master update-subtask --id= --prompt=\"\"\n 96→\n 97→# Example: Add details about API rate limiting to subtask 2 of task 5\n 98→task-master update-subtask --id=5.2 --prompt=\"Add rate limiting of 100 requests per minute\"\n 99→\n 100→# Use research-backed updates\n 101→task-master update-subtask --id= --prompt=\"\" --research\n 102→```\n 103→\n 104→Unlike the `update-task` command which replaces task information, the `update-subtask` command _appends_ new information to the existing subtask details, marking it with a timestamp. This is useful for iteratively enhancing subtasks while preserving the original content.\n 105→\n 106→## Generate Task Files\n 107→\n 108→```bash\n 109→# Generate individual task files from tasks.json\n 110→task-master generate\n 111→```\n 112→\n 113→## Set Task Status\n 114→\n 115→```bash\n 116→# Set status of a single task\n 117→task-master set-status --id= --status=\n 118→\n 119→# Set status for multiple tasks\n 120→task-master set-status --id=1,2,3 --status=\n 121→\n 122→# Set status for subtasks\n 123→task-master set-status --id=1.1,1.2 --status=\n 124→```\n 125→\n 126→When marking a task as \"done\", all of its subtasks will automatically be marked as \"done\" as well.\n 127→\n 128→## Expand Tasks\n 129→\n 130→```bash\n 131→# Expand a specific task with subtasks\n 132→task-master expand --id= --num=\n 133→\n 134→# Expand a task with a dynamic number of subtasks (ignoring complexity report)\n 135→task-master expand --id= --num=0\n 136→\n 137→# Expand with additional context\n 138→task-master expand --id= --prompt=\"\"\n 139→\n 140→# Expand all pending tasks\n 141→task-master expand --all\n 142→\n 143→# Force regeneration of subtasks for tasks that already have them\n 144→task-master expand --all --force\n 145→\n 146→# Research-backed subtask generation for a specific task\n 147→task-master expand --id= --research\n 148→\n 149→# Research-backed generation for all tasks\n 150→task-master expand --all --research\n 151→```\n 152→\n 153→## Clear Subtasks\n 154→\n 155→```bash\n 156→# Clear subtasks from a specific task\n 157→task-master clear-subtasks --id=\n 158→\n 159→# Clear subtasks from multiple tasks\n 160→task-master clear-subtasks --id=1,2,3\n 161→\n 162→# Clear subtasks from all tasks\n 163→task-master clear-subtasks --all\n 164→```\n 165→\n 166→## Analyze Task Complexity\n 167→\n 168→```bash\n 169→# Analyze complexity of all tasks\n 170→task-master analyze-complexity\n 171→\n 172→# Save report to a custom location\n 173→task-master analyze-complexity --output=my-report.json\n 174→\n 175→# Use a specific LLM model\n 176→task-master analyze-complexity --model=claude-3-opus-20240229\n 177→\n 178→# Set a custom complexity threshold (1-10)\n 179→task-master analyze-complexity --threshold=6\n 180→\n 181→# Use an alternative tasks file\n 182→task-master analyze-complexity --file=custom-tasks.json\n 183→\n 184→# Use Perplexity AI for research-backed complexity analysis\n 185→task-master analyze-complexity --research\n 186→```\n 187→\n 188→## View Complexity Report\n 189→\n 190→```bash\n 191→# Display the task complexity analysis report\n 192→task-master complexity-report\n 193→\n 194→# View a report at a custom location\n 195→task-master complexity-report --file=my-report.json\n 196→```\n 197→\n 198→## Managing Task Dependencies\n 199→\n 200→```bash\n 201→# Add a dependency to a task\n 202→task-master add-dependency --id= --depends-on=\n 203→\n 204→# Remove a dependency from a task\n 205→task-master remove-dependency --id= --depends-on=\n 206→\n 207→# Validate dependencies without fixing them\n 208→task-master validate-dependencies\n 209→\n 210→# Find and fix invalid dependencies automatically\n 211→task-master fix-dependencies\n 212→```\n 213→\n 214→## Move Tasks\n 215→\n 216→```bash\n 217→# Move a task or subtask to a new position\n 218→task-master move --from= --to=\n 219→\n 220→# Examples:\n 221→# Move task to become a subtask\n 222→task-master move --from=5 --to=7\n 223→\n 224→# Move subtask to become a standalone task\n 225→task-master move --from=5.2 --to=7\n 226→\n 227→# Move subtask to a different parent\n 228→task-master move --from=5.2 --to=7.3\n 229→\n 230→# Reorder subtasks within the same parent\n 231→task-master move --from=5.2 --to=5.4\n 232→\n 233→# Move a task to a new ID position (creates placeholder if doesn't exist)\n 234→task-master move --from=5 --to=25\n 235→\n 236→# Move multiple tasks at once (must have the same number of IDs)\n 237→task-master move --from=10,11,12 --to=16,17,18\n 238→```\n 239→\n 240→## Add a New Task\n 241→\n 242→```bash\n 243→# Add a new task using AI (main role)\n 244→task-master add-task --prompt=\"Description of the new task\"\n 245→\n 246→# Add a new task using AI (research role)\n 247→task-master add-task --prompt=\"Description of the new task\" --research\n 248→\n 249→# Add a task with dependencies\n 250→task-master add-task --prompt=\"Description\" --dependencies=1,2,3\n 251→\n 252→# Add a task with priority\n 253→task-master add-task --prompt=\"Description\" --priority=high\n 254→```\n 255→\n 256→## Tag Management\n 257→\n 258→Task Master supports tagged task lists for multi-context task management. Each tag represents a separate, isolated context for tasks.\n 259→\n 260→```bash\n 261→# List all available tags with task counts and status\n 262→task-master tags\n 263→\n 264→# List tags with detailed metadata\n 265→task-master tags --show-metadata\n 266→\n 267→# Create a new empty tag\n 268→task-master add-tag \n 269→\n 270→# Create a new tag with a description\n 271→task-master add-tag --description=\"Feature development tasks\"\n 272→\n 273→# Create a tag based on current git branch name\n 274→task-master add-tag --from-branch\n 275→\n 276→# Create a new tag by copying tasks from the current tag\n 277→task-master add-tag --copy-from-current\n 278→\n 279→# Create a new tag by copying from a specific tag\n 280→task-master add-tag --copy-from=\n 281→\n 282→# Switch to a different tag context\n 283→task-master use-tag \n 284→\n 285→# Rename an existing tag\n 286→task-master rename-tag \n 287→\n 288→# Copy an entire tag to create a new one\n 289→task-master copy-tag \n 290→\n 291→# Copy a tag with a description\n 292→task-master copy-tag --description=\"Copied for testing\"\n 293→\n 294→# Delete a tag and all its tasks (with confirmation)\n 295→task-master delete-tag \n 296→\n 297→# Delete a tag without confirmation prompt\n 298→task-master delete-tag --yes\n 299→```\n 300→\n 301→**Tag Context:**\n 302→- All task operations (list, show, add, update, etc.) work within the currently active tag\n 303→- Use `--tag=` flag with most commands to operate on a specific tag context\n 304→- Tags provide complete isolation - tasks in different tags don't interfere with each other\n 305→\n 306→## Initialize a Project\n 307→\n 308→```bash\n 309→# Initialize a new project with Task Master structure\n 310→task-master init\n 311→\n 312→# Initialize a new project applying specific rules\n 313→task-master init --rules cursor,windsurf,vscode\n 314→```\n 315→\n 316→- The `--rules` flag allows you to specify one or more rule profiles (e.g., `cursor`, `roo`, `windsurf`, `cline`) to apply during initialization.\n 317→- If omitted, all available rule profiles are installed by default (claude, cline, codex, cursor, roo, trae, vscode, windsurf).\n 318→- You can use multiple comma-separated profiles in a single command.\n 319→\n 320→## Manage Rules\n 321→\n 322→```bash\n 323→# Add rule profiles to your project\n 324→# (e.g., .roo/rules, .windsurf/rules)\n 325→task-master rules add \n 326→\n 327→# Remove rule sets from your project\n 328→task-master rules remove \n 329→\n 330→# Remove rule sets bypassing safety check (dangerous)\n 331→task-master rules remove --force\n 332→\n 333→# Launch interactive rules setup to select rules\n 334→# (does not re-initialize project or ask about shell aliases)\n 335→task-master rules setup\n 336→```\n 337→\n 338→- Adding rules creates the profile and rules directory (e.g., `.roo/rules`) and copies/initializes the rules.\n 339→- Removing rules deletes the profile and rules directory and associated MCP config.\n 340→- **Safety Check**: Attempting to remove rule profiles will trigger a critical warning requiring confirmation. Use `--force` to bypass.\n 341→- You can use multiple comma-separated rules in a single command.\n 342→- The `setup` action launches an interactive prompt to select which rules to apply. The list of rules is always current with the available profiles, and no manual updates are needed. This command does **not** re-initialize your project or affect shell aliases; it only manages rules interactively.\n 343→\n 344→**Examples:**\n 345→\n 346→```bash\n 347→task-master rules add windsurf,roo,vscode\n 348→task-master rules remove windsurf\n 349→task-master rules setup\n 350→```\n 351→\n 352→### Interactive Rules Setup\n 353→\n 354→You can launch the interactive rules setup at any time with:\n 355→\n 356→```bash\n 357→task-master rules setup\n 358→```\n 359→\n 360→This command opens a prompt where you can select which rule profiles (e.g., Cursor, Roo, Windsurf) you want to add to your project. This does **not** re-initialize your project or ask about shell aliases; it only manages rules.\n 361→\n 362→- Use this command to add rule profiles interactively after project creation.\n 363→- The same interactive prompt is also used during `init` if you don't specify rules with `--rules`.\n 364→\n 365→## Configure AI Models\n 366→\n 367→```bash\n 368→# View current AI model configuration and API key status\n 369→task-master models\n 370→\n 371→# Set the primary model for generation/updates (provider inferred if known)\n 372→task-master models --set-main=claude-3-opus-20240229\n 373→\n 374→# Set the research model\n 375→task-master models --set-research=sonar-pro\n 376→\n 377→# Set the fallback model\n 378→task-master models --set-fallback=claude-3-haiku-20240307\n 379→\n 380→# Set a custom Ollama model for the main role\n 381→task-master models --set-main=my-local-llama --ollama\n 382→\n 383→# Set a custom OpenRouter model for the research role\n 384→task-master models --set-research=google/gemini-pro --openrouter\n 385→\n 386→# Run interactive setup to configure models, including custom ones\n 387→task-master models --setup\n 388→```\n 389→\n 390→Configuration is stored in `.taskmaster/config.json` in your project root (legacy `.taskmasterconfig` files are automatically migrated). API keys are still managed via `.env` or MCP configuration. Use `task-master models` without flags to see available built-in models. Use `--setup` for a guided experience.\n 391→\n 392→State is stored in `.taskmaster/state.json` in your project root. It maintains important information like the current tag. Do not manually edit this file.\n 393→\n 394→## Research Fresh Information\n 395→\n 396→```bash\n 397→# Perform AI-powered research with fresh, up-to-date information\n 398→task-master research \"What are the latest best practices for JWT authentication in Node.js?\"\n 399→\n 400→# Research with specific task context\n 401→task-master research \"How to implement OAuth 2.0?\" --id=15,16\n 402→\n 403→# Research with file context for code-aware suggestions\n 404→task-master research \"How can I optimize this API implementation?\" --files=src/api.js,src/auth.js\n 405→\n 406→# Research with custom context and project tree\n 407→task-master research \"Best practices for error handling\" --context=\"We're using Express.js\" --tree\n 408→\n 409→# Research with different detail levels\n 410→task-master research \"React Query v5 migration guide\" --detail=high\n 411→\n 412→# Disable interactive follow-up questions (useful for scripting, is the default for MCP)\n 413→# Use a custom tasks file location\n 414→task-master research \"How to implement this feature?\" --file=custom-tasks.json\n 415→\n 416→# Research within a specific tag context\n 417→task-master research \"Database optimization strategies\" --tag=feature-branch\n 418→\n 419→# Save research conversation to .taskmaster/docs/research/ directory (for later reference)\n 420→task-master research \"Database optimization techniques\" --save-file\n 421→\n 422→# Save key findings directly to a task or subtask (recommended for actionable insights)\n 423→task-master research \"How to implement OAuth?\" --save-to=15\n 424→task-master research \"API optimization strategies\" --save-to=15.2\n 425→\n 426→# Combine context gathering with automatic saving of findings\n 427→task-master research \"Best practices for this implementation\" --id=15,16 --files=src/auth.js --save-to=15.3\n 428→```\n 429→\n 430→**The research command is a powerful exploration tool that provides:**\n 431→\n 432→- **Fresh information beyond AI knowledge cutoffs**\n 433→- **Project-aware context** from your tasks and files\n 434→- **Automatic task discovery** using fuzzy search\n 435→- **Multiple detail levels** (low, medium, high)\n 436→- **Token counting and cost tracking**\n 437→- **Interactive follow-up questions** for deep exploration\n 438→- **Flexible save options** (commit findings to tasks or preserve conversations)\n 439→- **Iterative discovery** through continuous questioning and refinement\n 440→\n 441→**Use research frequently to:**\n 442→\n 443→- Get current best practices before implementing features\n 444→- Research new technologies and libraries\n 445→- Find solutions to complex problems\n 446→- Validate your implementation approaches\n 447→- Stay updated with latest security recommendations\n 448→\n 449→**Interactive Features (CLI):**\n 450→\n 451→- **Follow-up questions** that maintain conversation context and allow deep exploration\n 452→- **Save menu** during or after research with flexible options:\n 453→ - **Save to task/subtask**: Commit key findings and actionable insights (recommended)\n 454→ - **Save to file**: Preserve entire conversation for later reference if needed\n 455→ - **Continue exploring**: Ask more follow-up questions to dig deeper\n 456→- **Automatic file naming** with timestamps and query-based slugs when saving conversations\n 457→\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"6d6382e9-a4b0-473a-ac67-ea9b4e352a59"} +{"type":"assistant","message":{"id":"msg_012Ya3WV9dnzY97MeYZjruzJ","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_0145HoKWTkxuFNxJYhrAf4Mn","name":"TodoWrite","input":{"todos":[{"content":"Review README-task-master.md for Perplexity-specific references","status":"completed"},{"content":"Review docs/command-reference.md for Perplexity-specific references","status":"completed"},{"content":"Review .taskmaster/docs/README.md for Perplexity-specific references","status":"in_progress"},{"content":"Review public/assets/scripts_README.md for Perplexity-specific references","status":"pending"},{"content":"Update all identified references to use 'configured research model'","status":"pending"},{"content":"Verify all changes are consistent","status":"pending"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":5443,"cache_read_input_tokens":23017,"cache_creation":{"ephemeral_5m_input_tokens":5443,"ephemeral_1h_input_tokens":0},"output_tokens":44,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"d170580f-964c-4842-b9df-8c55f06c597c"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0145HoKWTkxuFNxJYhrAf4Mn","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"db104cd5-5a53-4e6d-b63e-5f465d52c7d2"} +{"type":"assistant","message":{"id":"msg_0181KwG7EJfx6Ke1KSJFFCRR","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01PyqXu1vTUx9tQWwPcLkrtJ","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":258,"cache_read_input_tokens":28460,"cache_creation":{"ephemeral_5m_input_tokens":258,"ephemeral_1h_input_tokens":0},"output_tokens":46,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"acb0807c-69f9-4e2d-b257-7ef797a984f1"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PyqXu1vTUx9tQWwPcLkrtJ","type":"tool_result","content":" 1→# Meta-Development Script\n 2→\n 3→This folder contains a **meta-development script** (`dev.js`) and related utilities that manage tasks for an AI-driven or traditional software development workflow. The script revolves around a `tasks.json` file, which holds an up-to-date list of development tasks.\n 4→\n 5→## Overview\n 6→\n 7→In an AI-driven development process—particularly with tools like [Cursor](https://www.cursor.so/)—it's beneficial to have a **single source of truth** for tasks. This script allows you to:\n 8→\n 9→1. **Parse** a PRD or requirements document (`.txt`) to initialize a set of tasks (`tasks.json`).\n 10→2. **List** all existing tasks (IDs, statuses, titles).\n 11→3. **Update** tasks to accommodate new prompts or architecture changes (useful if you discover \"implementation drift\").\n 12→4. **Generate** individual task files (e.g., `task_001.txt`) for easy reference or to feed into an AI coding workflow.\n 13→5. **Set task status**—mark tasks as `done`, `pending`, or `deferred` based on progress.\n 14→6. **Expand** tasks with subtasks—break down complex tasks into smaller, more manageable subtasks.\n 15→7. **Research-backed subtask generation**—use Perplexity AI to generate more informed and contextually relevant subtasks.\n 16→8. **Clear subtasks**—remove subtasks from specified tasks to allow regeneration or restructuring.\n 17→9. **Show task details**—display detailed information about a specific task and its subtasks.\n 18→\n 19→## Configuration\n 20→\n 21→The script can be configured through environment variables in a `.env` file at the root of the project:\n 22→\n 23→### Required Configuration\n 24→\n 25→- `ANTHROPIC_API_KEY`: Your Anthropic API key for Claude\n 26→\n 27→### Optional Configuration\n 28→\n 29→- `MODEL`: Specify which Claude model to use (default: \"claude-3-7-sonnet-20250219\")\n 30→- `MAX_TOKENS`: Maximum tokens for model responses (default: 4000)\n 31→- `TEMPERATURE`: Temperature for model responses (default: 0.7)\n 32→- `PERPLEXITY_API_KEY`: Your Perplexity API key for research-backed subtask generation\n 33→- `PERPLEXITY_MODEL`: Specify which Perplexity model to use (default: \"sonar-medium-online\")\n 34→- `DEBUG`: Enable debug logging (default: false)\n 35→- `TASKMASTER_LOG_LEVEL`: Log level - debug, info, warn, error (default: info)\n 36→- `DEFAULT_SUBTASKS`: Default number of subtasks when expanding (default: 3)\n 37→- `DEFAULT_PRIORITY`: Default priority for generated tasks (default: medium)\n 38→- `PROJECT_NAME`: Override default project name in tasks.json\n 39→- `PROJECT_VERSION`: Override default version in tasks.json\n 40→\n 41→## How It Works\n 42→\n 43→1. **`tasks.json`**:\n 44→\n 45→ - A JSON file at the project root containing an array of tasks (each with `id`, `title`, `description`, `status`, etc.).\n 46→ - The `meta` field can store additional info like the project's name, version, or reference to the PRD.\n 47→ - Tasks can have `subtasks` for more detailed implementation steps.\n 48→ - Dependencies are displayed with status indicators (✅ for completed, ⏱️ for pending) to easily track progress.\n 49→\n 50→2. **Script Commands**\n 51→ You can run the script via:\n 52→\n 53→ ```bash\n 54→ node scripts/dev.js [command] [options]\n 55→ ```\n 56→\n 57→ Available commands:\n 58→\n 59→ - `parse-prd`: Generate tasks from a PRD document\n 60→ - `list`: Display all tasks with their status\n 61→ - `update`: Update tasks based on new information\n 62→ - `generate`: Create individual task files\n 63→ - `set-status`: Change a task's status\n 64→ - `expand`: Add subtasks to a task or all tasks\n 65→ - `clear-subtasks`: Remove subtasks from specified tasks\n 66→ - `next`: Determine the next task to work on based on dependencies\n 67→ - `show`: Display detailed information about a specific task\n 68→\n 69→ Run `node scripts/dev.js` without arguments to see detailed usage information.\n 70→\n 71→## Listing Tasks\n 72→\n 73→The `list` command allows you to view all tasks and their status:\n 74→\n 75→```bash\n 76→# List all tasks\n 77→node scripts/dev.js list\n 78→\n 79→# List tasks with a specific status\n 80→node scripts/dev.js list --status=pending\n 81→\n 82→# List tasks and include their subtasks\n 83→node scripts/dev.js list --with-subtasks\n 84→\n 85→# List tasks with a specific status and include their subtasks\n 86→node scripts/dev.js list --status=pending --with-subtasks\n 87→```\n 88→\n 89→## Updating Tasks\n 90→\n 91→The `update` command allows you to update tasks based on new information or implementation changes:\n 92→\n 93→```bash\n 94→# Update tasks starting from ID 4 with a new prompt\n 95→node scripts/dev.js update --from=4 --prompt=\"Refactor tasks from ID 4 onward to use Express instead of Fastify\"\n 96→\n 97→# Update all tasks (default from=1)\n 98→node scripts/dev.js update --prompt=\"Add authentication to all relevant tasks\"\n 99→\n 100→# With research-backed updates using Perplexity AI\n 101→node scripts/dev.js update --from=4 --prompt=\"Integrate OAuth 2.0\" --research\n 102→\n 103→# Specify a different tasks file\n 104→node scripts/dev.js update --file=custom-tasks.json --from=5 --prompt=\"Change database from MongoDB to PostgreSQL\"\n 105→```\n 106→\n 107→Notes:\n 108→\n 109→- The `--prompt` parameter is required and should explain the changes or new context\n 110→- Only tasks that aren't marked as 'done' will be updated\n 111→- Tasks with ID >= the specified --from value will be updated\n 112→- The `--research` flag uses Perplexity AI for more informed updates when available\n 113→\n 114→## Updating a Single Task\n 115→\n 116→The `update-task` command allows you to update a specific task instead of multiple tasks:\n 117→\n 118→```bash\n 119→# Update a specific task with new information\n 120→node scripts/dev.js update-task --id=4 --prompt=\"Use JWT for authentication\"\n 121→\n 122→# With research-backed updates using Perplexity AI\n 123→node scripts/dev.js update-task --id=4 --prompt=\"Use JWT for authentication\" --research\n 124→```\n 125→\n 126→This command:\n 127→\n 128→- Updates only the specified task rather than a range of tasks\n 129→- Provides detailed validation with helpful error messages\n 130→- Checks for required API keys when using research mode\n 131→- Falls back gracefully if Perplexity API is unavailable\n 132→- Preserves tasks that are already marked as \"done\"\n 133→- Includes contextual error handling for common issues\n 134→\n 135→## Setting Task Status\n 136→\n 137→The `set-status` command allows you to change a task's status:\n 138→\n 139→```bash\n 140→# Mark a task as done\n 141→node scripts/dev.js set-status --id=3 --status=done\n 142→\n 143→# Mark a task as pending\n 144→node scripts/dev.js set-status --id=4 --status=pending\n 145→\n 146→# Mark a specific subtask as done\n 147→node scripts/dev.js set-status --id=3.1 --status=done\n 148→\n 149→# Mark multiple tasks at once\n 150→node scripts/dev.js set-status --id=1,2,3 --status=done\n 151→```\n 152→\n 153→Notes:\n 154→\n 155→- When marking a parent task as \"done\", all of its subtasks will automatically be marked as \"done\" as well\n 156→- Common status values are 'done', 'pending', and 'deferred', but any string is accepted\n 157→- You can specify multiple task IDs by separating them with commas\n 158→- Subtask IDs are specified using the format `parentId.subtaskId` (e.g., `3.1`)\n 159→- Dependencies are updated to show completion status (✅ for completed, ⏱️ for pending) throughout the system\n 160→\n 161→## Expanding Tasks\n 162→\n 163→The `expand` command allows you to break down tasks into subtasks for more detailed implementation:\n 164→\n 165→```bash\n 166→# Expand a specific task with 3 subtasks (default)\n 167→node scripts/dev.js expand --id=3\n 168→\n 169→# Expand a specific task with 5 subtasks\n 170→node scripts/dev.js expand --id=3 --num=5\n 171→\n 172→# Expand a task with additional context\n 173→node scripts/dev.js expand --id=3 --prompt=\"Focus on security aspects\"\n 174→\n 175→# Expand all pending tasks that don't have subtasks\n 176→node scripts/dev.js expand --all\n 177→\n 178→# Force regeneration of subtasks for all pending tasks\n 179→node scripts/dev.js expand --all --force\n 180→\n 181→# Use Perplexity AI for research-backed subtask generation\n 182→node scripts/dev.js expand --id=3 --research\n 183→\n 184→# Use Perplexity AI for research-backed generation on all pending tasks\n 185→node scripts/dev.js expand --all --research\n 186→```\n 187→\n 188→## Clearing Subtasks\n 189→\n 190→The `clear-subtasks` command allows you to remove subtasks from specified tasks:\n 191→\n 192→```bash\n 193→# Clear subtasks from a specific task\n 194→node scripts/dev.js clear-subtasks --id=3\n 195→\n 196→# Clear subtasks from multiple tasks\n 197→node scripts/dev.js clear-subtasks --id=1,2,3\n 198→\n 199→# Clear subtasks from all tasks\n 200→node scripts/dev.js clear-subtasks --all\n 201→```\n 202→\n 203→Notes:\n 204→\n 205→- After clearing subtasks, task files are automatically regenerated\n 206→- This is useful when you want to regenerate subtasks with a different approach\n 207→- Can be combined with the `expand` command to immediately generate new subtasks\n 208→- Works with both parent tasks and individual subtasks\n 209→\n 210→## AI Integration\n 211→\n 212→The script integrates with two AI services:\n 213→\n 214→1. **Anthropic Claude**: Used for parsing PRDs, generating tasks, and creating subtasks.\n 215→2. **Perplexity AI**: Used for research-backed subtask generation when the `--research` flag is specified.\n 216→\n 217→The Perplexity integration uses the OpenAI client to connect to Perplexity's API, which provides enhanced research capabilities for generating more informed subtasks. If the Perplexity API is unavailable or encounters an error, the script will automatically fall back to using Anthropic's Claude.\n 218→\n 219→To use the Perplexity integration:\n 220→\n 221→1. Obtain a Perplexity API key\n 222→2. Add `PERPLEXITY_API_KEY` to your `.env` file\n 223→3. Optionally specify `PERPLEXITY_MODEL` in your `.env` file (default: \"sonar-medium-online\")\n 224→4. Use the `--research` flag with the `expand` command\n 225→\n 226→## Logging\n 227→\n 228→The script supports different logging levels controlled by the `TASKMASTER_LOG_LEVEL` environment variable:\n 229→\n 230→- `debug`: Detailed information, typically useful for troubleshooting\n 231→- `info`: Confirmation that things are working as expected (default)\n 232→- `warn`: Warning messages that don't prevent execution\n 233→- `error`: Error messages that might prevent execution\n 234→\n 235→When `DEBUG=true` is set, debug logs are also written to a `dev-debug.log` file in the project root.\n 236→\n 237→## Managing Task Dependencies\n 238→\n 239→The `add-dependency` and `remove-dependency` commands allow you to manage task dependencies:\n 240→\n 241→```bash\n 242→# Add a dependency to a task\n 243→node scripts/dev.js add-dependency --id= --depends-on=\n 244→\n 245→# Remove a dependency from a task\n 246→node scripts/dev.js remove-dependency --id= --depends-on=\n 247→```\n 248→\n 249→These commands:\n 250→\n 251→1. **Allow precise dependency management**:\n 252→\n 253→ - Add dependencies between tasks with automatic validation\n 254→ - Remove dependencies when they're no longer needed\n 255→ - Update task files automatically after changes\n 256→\n 257→2. **Include validation checks**:\n 258→\n 259→ - Prevent circular dependencies (a task depending on itself)\n 260→ - Prevent duplicate dependencies\n 261→ - Verify that both tasks exist before adding/removing dependencies\n 262→ - Check if dependencies exist before attempting to remove them\n 263→\n 264→3. **Provide clear feedback**:\n 265→\n 266→ - Success messages confirm when dependencies are added/removed\n 267→ - Error messages explain why operations failed (if applicable)\n 268→\n 269→4. **Automatically update task files**:\n 270→ - Regenerates task files to reflect dependency changes\n 271→ - Ensures tasks and their files stay synchronized\n 272→\n 273→## Dependency Validation and Fixing\n 274→\n 275→The script provides two specialized commands to ensure task dependencies remain valid and properly maintained:\n 276→\n 277→### Validating Dependencies\n 278→\n 279→The `validate-dependencies` command allows you to check for invalid dependencies without making changes:\n 280→\n 281→```bash\n 282→# Check for invalid dependencies in tasks.json\n 283→node scripts/dev.js validate-dependencies\n 284→\n 285→# Specify a different tasks file\n 286→node scripts/dev.js validate-dependencies --file=custom-tasks.json\n 287→```\n 288→\n 289→This command:\n 290→\n 291→- Scans all tasks and subtasks for non-existent dependencies\n 292→- Identifies potential self-dependencies (tasks referencing themselves)\n 293→- Reports all found issues without modifying files\n 294→- Provides a comprehensive summary of dependency state\n 295→- Gives detailed statistics on task dependencies\n 296→\n 297→Use this command to audit your task structure before applying fixes.\n 298→\n 299→### Fixing Dependencies\n 300→\n 301→The `fix-dependencies` command proactively finds and fixes all invalid dependencies:\n 302→\n 303→```bash\n 304→# Find and fix all invalid dependencies\n 305→node scripts/dev.js fix-dependencies\n 306→\n 307→# Specify a different tasks file\n 308→node scripts/dev.js fix-dependencies --file=custom-tasks.json\n 309→```\n 310→\n 311→This command:\n 312→\n 313→1. **Validates all dependencies** across tasks and subtasks\n 314→2. **Automatically removes**:\n 315→ - References to non-existent tasks and subtasks\n 316→ - Self-dependencies (tasks depending on themselves)\n 317→3. **Fixes issues in both**:\n 318→ - The tasks.json data structure\n 319→ - Individual task files during regeneration\n 320→4. **Provides a detailed report**:\n 321→ - Types of issues fixed (non-existent vs. self-dependencies)\n 322→ - Number of tasks affected (tasks vs. subtasks)\n 323→ - Where fixes were applied (tasks.json vs. task files)\n 324→ - List of all individual fixes made\n 325→\n 326→This is especially useful when tasks have been deleted or IDs have changed, potentially breaking dependency chains.\n 327→\n 328→## Analyzing Task Complexity\n 329→\n 330→The `analyze-complexity` command allows you to automatically assess task complexity and generate expansion recommendations:\n 331→\n 332→```bash\n 333→# Analyze all tasks and generate expansion recommendations\n 334→node scripts/dev.js analyze-complexity\n 335→\n 336→# Specify a custom output file\n 337→node scripts/dev.js analyze-complexity --output=custom-report.json\n 338→\n 339→# Override the model used for analysis\n 340→node scripts/dev.js analyze-complexity --model=claude-3-opus-20240229\n 341→\n 342→# Set a custom complexity threshold (1-10)\n 343→node scripts/dev.js analyze-complexity --threshold=6\n 344→\n 345→# Use Perplexity AI for research-backed complexity analysis\n 346→node scripts/dev.js analyze-complexity --research\n 347→```\n 348→\n 349→Notes:\n 350→\n 351→- The command uses Claude to analyze each task's complexity (or Perplexity with --research flag)\n 352→- Tasks are scored on a scale of 1-10\n 353→- Each task receives a recommended number of subtasks based on DEFAULT_SUBTASKS configuration\n 354→- The default output path is `scripts/task-complexity-report.json`\n 355→- Each task in the analysis includes a ready-to-use `expansionCommand` that can be copied directly to the terminal or executed programmatically\n 356→- Tasks with complexity scores below the threshold (default: 5) may not need expansion\n 357→- The research flag provides more contextual and informed complexity assessments\n 358→\n 359→### Integration with Expand Command\n 360→\n 361→The `expand` command automatically checks for and uses complexity analysis if available:\n 362→\n 363→```bash\n 364→# Expand a task, using complexity report recommendations if available\n 365→node scripts/dev.js expand --id=8\n 366→\n 367→# Expand all tasks, prioritizing by complexity score if a report exists\n 368→node scripts/dev.js expand --all\n 369→\n 370→# Override recommendations with explicit values\n 371→node scripts/dev.js expand --id=8 --num=5 --prompt=\"Custom prompt\"\n 372→```\n 373→\n 374→When a complexity report exists:\n 375→\n 376→- The `expand` command will use the recommended subtask count from the report (unless overridden)\n 377→- It will use the tailored expansion prompt from the report (unless a custom prompt is provided)\n 378→- When using `--all`, tasks are sorted by complexity score (highest first)\n 379→- The `--research` flag is preserved from the complexity analysis to expansion\n 380→\n 381→The output report structure is:\n 382→\n 383→```json\n 384→{\n 385→ \"meta\": {\n 386→ \"generatedAt\": \"2023-06-15T12:34:56.789Z\",\n 387→ \"tasksAnalyzed\": 20,\n 388→ \"thresholdScore\": 5,\n 389→ \"projectName\": \"Your Project Name\",\n 390→ \"usedResearch\": true\n 391→ },\n 392→ \"complexityAnalysis\": [\n 393→ {\n 394→ \"taskId\": 8,\n 395→ \"taskTitle\": \"Develop Implementation Drift Handling\",\n 396→ \"complexityScore\": 9.5,\n 397→ \"recommendedSubtasks\": 6,\n 398→ \"expansionPrompt\": \"Create subtasks that handle detecting...\",\n 399→ \"reasoning\": \"This task requires sophisticated logic...\",\n 400→ \"expansionCommand\": \"node scripts/dev.js expand --id=8 --num=6 --prompt=\\\"Create subtasks...\\\" --research\"\n 401→ }\n 402→ // More tasks sorted by complexity score (highest first)\n 403→ ]\n 404→}\n 405→```\n 406→\n 407→## Finding the Next Task\n 408→\n 409→The `next` command helps you determine which task to work on next based on dependencies and status:\n 410→\n 411→```bash\n 412→# Show the next task to work on\n 413→node scripts/dev.js next\n 414→\n 415→# Specify a different tasks file\n 416→node scripts/dev.js next --file=custom-tasks.json\n 417→```\n 418→\n 419→This command:\n 420→\n 421→1. Identifies all **eligible tasks** - pending or in-progress tasks whose dependencies are all satisfied (marked as done)\n 422→2. **Prioritizes** these eligible tasks by:\n 423→ - Priority level (high > medium > low)\n 424→ - Number of dependencies (fewer dependencies first)\n 425→ - Task ID (lower ID first)\n 426→3. **Displays** comprehensive information about the selected task:\n 427→ - Basic task details (ID, title, priority, dependencies)\n 428→ - Detailed description and implementation details\n 429→ - Subtasks if they exist\n 430→4. Provides **contextual suggested actions**:\n 431→ - Command to mark the task as in-progress\n 432→ - Command to mark the task as done when completed\n 433→ - Commands for working with subtasks (update status or expand)\n 434→\n 435→This feature ensures you're always working on the most appropriate task based on your project's current state and dependency structure.\n 436→\n 437→## Showing Task Details\n 438→\n 439→The `show` command allows you to view detailed information about a specific task:\n 440→\n 441→```bash\n 442→# Show details for a specific task\n 443→node scripts/dev.js show 1\n 444→\n 445→# Alternative syntax with --id option\n 446→node scripts/dev.js show --id=1\n 447→\n 448→# Show details for a subtask\n 449→node scripts/dev.js show --id=1.2\n 450→\n 451→# Specify a different tasks file\n 452→node scripts/dev.js show 3 --file=custom-tasks.json\n 453→```\n 454→\n 455→This command:\n 456→\n 457→1. **Displays comprehensive information** about the specified task:\n 458→ - Basic task details (ID, title, priority, dependencies, status)\n 459→ - Full description and implementation details\n 460→ - Test strategy information\n 461→ - Subtasks if they exist\n 462→2. **Handles both regular tasks and subtasks**:\n 463→ - For regular tasks, shows all subtasks and their status\n 464→ - For subtasks, shows the parent task relationship\n 465→3. **Provides contextual suggested actions**:\n 466→ - Commands to update the task status\n 467→ - Commands for working with subtasks\n 468→ - For subtasks, provides a link to view the parent task\n 469→\n 470→This command is particularly useful when you need to examine a specific task in detail before implementing it or when you want to check the status and details of a particular task.\n 471→\n 472→## Enhanced Error Handling\n 473→\n 474→The script now includes improved error handling throughout all commands:\n 475→\n 476→1. **Detailed Validation**:\n 477→\n 478→ - Required parameters (like task IDs and prompts) are validated early\n 479→ - File existence is checked with customized errors for common scenarios\n 480→ - Parameter type conversion is handled with clear error messages\n 481→\n 482→2. **Contextual Error Messages**:\n 483→\n 484→ - Task not found errors include suggestions to run the list command\n 485→ - API key errors include reminders to check environment variables\n 486→ - Invalid ID format errors show the expected format\n 487→\n 488→3. **Command-Specific Help Displays**:\n 489→\n 490→ - When validation fails, detailed help for the specific command is shown\n 491→ - Help displays include usage examples and parameter descriptions\n 492→ - Formatted in clear, color-coded boxes with examples\n 493→\n 494→4. **Helpful Error Recovery**:\n 495→ - Detailed troubleshooting steps for common errors\n 496→ - Graceful fallbacks for missing optional dependencies\n 497→ - Clear instructions for how to fix configuration issues\n 498→\n 499→## Version Checking\n 500→\n 501→The script now automatically checks for updates without slowing down execution:\n 502→\n 503→1. **Background Version Checking**:\n 504→\n 505→ - Non-blocking version checks run in the background while commands execute\n 506→ - Actual command execution isn't delayed by version checking\n 507→ - Update notifications appear after command completion\n 508→\n 509→2. **Update Notifications**:\n 510→\n 511→ - When a newer version is available, a notification is displayed\n 512→ - Notifications include current version, latest version, and update command\n 513→ - Formatted in an attention-grabbing box with clear instructions\n 514→\n 515→3. **Implementation Details**:\n 516→ - Uses semantic versioning to compare current and latest versions\n 517→ - Fetches version information from npm registry with a timeout\n 518→ - Gracefully handles connection issues without affecting command execution\n 519→\n 520→## Subtask Management\n 521→\n 522→The script now includes enhanced commands for managing subtasks:\n 523→\n 524→### Adding Subtasks\n 525→\n 526→```bash\n 527→# Add a subtask to an existing task\n 528→node scripts/dev.js add-subtask --parent=5 --title=\"Implement login UI\" --description=\"Create login form\"\n 529→\n 530→# Convert an existing task to a subtask\n 531→node scripts/dev.js add-subtask --parent=5 --task-id=8\n 532→\n 533→# Add a subtask with dependencies\n 534→node scripts/dev.js add-subtask --parent=5 --title=\"Authentication middleware\" --dependencies=5.1,5.2\n 535→\n 536→# Skip regenerating task files\n 537→node scripts/dev.js add-subtask --parent=5 --title=\"Login API route\" --skip-generate\n 538→```\n 539→\n 540→Key features:\n 541→\n 542→- Create new subtasks with detailed properties or convert existing tasks\n 543→- Define dependencies between subtasks\n 544→- Set custom status for new subtasks\n 545→- Provides next-step suggestions after creation\n 546→\n 547→### Removing Subtasks\n 548→\n 549→```bash\n 550→# Remove a subtask\n 551→node scripts/dev.js remove-subtask --id=5.2\n 552→\n 553→# Remove multiple subtasks\n 554→node scripts/dev.js remove-subtask --id=5.2,5.3,5.4\n 555→\n 556→# Convert a subtask to a standalone task\n 557→node scripts/dev.js remove-subtask --id=5.2 --convert\n 558→\n 559→# Skip regenerating task files\n 560→node scripts/dev.js remove-subtask --id=5.2 --skip-generate\n 561→```\n 562→\n 563→Key features:\n 564→\n 565→- Remove subtasks individually or in batches\n 566→- Optionally convert subtasks to standalone tasks\n 567→- Control whether task files are regenerated\n 568→- Provides detailed success messages and next steps\n 569→\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"e50a5ddb-965d-4805-ba73-8e8fe938f41a"} +{"type":"assistant","message":{"id":"msg_01G6qZ7ySed1ngSmC439qUwB","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01SVv9rWtN3hoxNDjVcs8mMa","name":"TodoWrite","input":{"todos":[{"content":"Review README-task-master.md for Perplexity-specific references","status":"completed"},{"content":"Review docs/command-reference.md for Perplexity-specific references","status":"completed"},{"content":"Review .taskmaster/docs/README.md for Perplexity-specific references","status":"completed"},{"content":"Review public/assets/scripts_README.md for Perplexity-specific references","status":"in_progress"},{"content":"Update all identified references to use 'configured research model'","status":"pending"},{"content":"Verify all changes are consistent","status":"pending"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":7276,"cache_read_input_tokens":28718,"cache_creation":{"ephemeral_5m_input_tokens":7276,"ephemeral_1h_input_tokens":0},"output_tokens":36,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"5ca784be-1278-4daf-9360-28e91015310c"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01SVv9rWtN3hoxNDjVcs8mMa","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"d5830bb2-34aa-428f-9398-beb3be8921fe"} +{"type":"assistant","message":{"id":"msg_01RqFAb7UKjpz4z5bDtehxK6","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01PyNbM1DtEF3Qs7trKeBPXU","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":258,"cache_read_input_tokens":35994,"cache_creation":{"ephemeral_5m_input_tokens":258,"ephemeral_1h_input_tokens":0},"output_tokens":38,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"7cceb98d-3cf5-48ac-a54d-6c8ca276781d"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PyNbM1DtEF3Qs7trKeBPXU","type":"tool_result","content":" 1→# Meta-Development Script\n 2→\n 3→This folder contains a **meta-development script** (`dev.js`) and related utilities that manage tasks for an AI-driven or traditional software development workflow. The script revolves around a `tasks.json` file, which holds an up-to-date list of development tasks.\n 4→\n 5→## Overview\n 6→\n 7→In an AI-driven development process—particularly with tools like [Cursor](https://www.cursor.so/)—it's beneficial to have a **single source of truth** for tasks. This script allows you to:\n 8→\n 9→1. **Parse** a PRD or requirements document (`.txt`) to initialize a set of tasks (`tasks.json`).\n 10→2. **List** all existing tasks (IDs, statuses, titles).\n 11→3. **Update** tasks to accommodate new prompts or architecture changes (useful if you discover \"implementation drift\").\n 12→4. **Generate** individual task files (e.g., `task_001.txt`) for easy reference or to feed into an AI coding workflow.\n 13→5. **Set task status**—mark tasks as `done`, `pending`, or `deferred` based on progress.\n 14→6. **Expand** tasks with subtasks—break down complex tasks into smaller, more manageable subtasks.\n 15→7. **Research-backed subtask generation**—use Perplexity AI to generate more informed and contextually relevant subtasks.\n 16→8. **Clear subtasks**—remove subtasks from specified tasks to allow regeneration or restructuring.\n 17→9. **Show task details**—display detailed information about a specific task and its subtasks.\n 18→\n 19→## Configuration (Updated)\n 20→\n 21→Task Master configuration is now managed through two primary methods:\n 22→\n 23→1. **`.taskmaster/config.json` File (Project Root - Primary)**\n 24→\n 25→ - Stores AI model selections (`main`, `research`, `fallback`), model parameters (`maxTokens`, `temperature`), `logLevel`, `defaultSubtasks`, `defaultPriority`, `projectName`, etc.\n 26→ - Managed using the `task-master models --setup` command or the `models` MCP tool.\n 27→ - This is the main configuration file for most settings.\n 28→\n 29→2. **Environment Variables (`.env` File - API Keys Only)**\n 30→ - Used **only** for sensitive **API Keys** (e.g., `ANTHROPIC_API_KEY`, `PERPLEXITY_API_KEY`).\n 31→ - Create a `.env` file in your project root for CLI usage.\n 32→ - See `assets/env.example` for required key names.\n 33→\n 34→**Important:** Settings like `MODEL`, `MAX_TOKENS`, `TEMPERATURE`, `TASKMASTER_LOG_LEVEL`, etc., are **no longer set via `.env`**. Use `task-master models --setup` instead.\n 35→\n 36→## How It Works\n 37→\n 38→1. **`tasks.json`**:\n 39→\n 40→ - A JSON file at the project root containing an array of tasks (each with `id`, `title`, `description`, `status`, etc.).\n 41→ - The `meta` field can store additional info like the project's name, version, or reference to the PRD.\n 42→ - Tasks can have `subtasks` for more detailed implementation steps.\n 43→ - Dependencies are displayed with status indicators (✅ for completed, ⏱️ for pending) to easily track progress.\n 44→\n 45→2. **CLI Commands**\n 46→ You can run the commands via:\n 47→\n 48→ ```bash\n 49→ # If installed globally\n 50→ task-master [command] [options]\n 51→\n 52→ # If using locally within the project\n 53→ node scripts/dev.js [command] [options]\n 54→ ```\n 55→\n 56→ Available commands:\n 57→\n 58→ - `init`: Initialize a new project\n 59→ - `parse-prd`: Generate tasks from a PRD document\n 60→ - `list`: Display all tasks with their status\n 61→ - `update`: Update tasks based on new information\n 62→ - `generate`: Create individual task files\n 63→ - `set-status`: Change a task's status\n 64→ - `expand`: Add subtasks to a task or all tasks\n 65→ - `clear-subtasks`: Remove subtasks from specified tasks\n 66→ - `next`: Determine the next task to work on based on dependencies\n 67→ - `show`: Display detailed information about a specific task\n 68→ - `analyze-complexity`: Analyze task complexity and generate recommendations\n 69→ - `complexity-report`: Display the complexity analysis in a readable format\n 70→ - `add-dependency`: Add a dependency between tasks\n 71→ - `remove-dependency`: Remove a dependency from a task\n 72→ - `validate-dependencies`: Check for invalid dependencies\n 73→ - `fix-dependencies`: Fix invalid dependencies automatically\n 74→ - `add-task`: Add a new task using AI\n 75→\n 76→ Run `task-master --help` or `node scripts/dev.js --help` to see detailed usage information.\n 77→\n 78→## Listing Tasks\n 79→\n 80→The `list` command allows you to view all tasks and their status:\n 81→\n 82→```bash\n 83→# List all tasks\n 84→task-master list\n 85→\n 86→# List tasks with a specific status\n 87→task-master list --status=pending\n 88→\n 89→# List tasks and include their subtasks\n 90→task-master list --with-subtasks\n 91→\n 92→# List tasks with a specific status and include their subtasks\n 93→task-master list --status=pending --with-subtasks\n 94→```\n 95→\n 96→## Updating Tasks\n 97→\n 98→The `update` command allows you to update tasks based on new information or implementation changes:\n 99→\n 100→```bash\n 101→# Update tasks starting from ID 4 with a new prompt\n 102→task-master update --from=4 --prompt=\"Refactor tasks from ID 4 onward to use Express instead of Fastify\"\n 103→\n 104→# Update all tasks (default from=1)\n 105→task-master update --prompt=\"Add authentication to all relevant tasks\"\n 106→\n 107→# Specify a different tasks file\n 108→task-master update --file=custom-tasks.json --from=5 --prompt=\"Change database from MongoDB to PostgreSQL\"\n 109→```\n 110→\n 111→Notes:\n 112→\n 113→- The `--prompt` parameter is required and should explain the changes or new context\n 114→- Only tasks that aren't marked as 'done' will be updated\n 115→- Tasks with ID >= the specified --from value will be updated\n 116→\n 117→## Setting Task Status\n 118→\n 119→The `set-status` command allows you to change a task's status:\n 120→\n 121→```bash\n 122→# Mark a task as done\n 123→task-master set-status --id=3 --status=done\n 124→\n 125→# Mark a task as pending\n 126→task-master set-status --id=4 --status=pending\n 127→\n 128→# Mark a specific subtask as done\n 129→task-master set-status --id=3.1 --status=done\n 130→\n 131→# Mark multiple tasks at once\n 132→task-master set-status --id=1,2,3 --status=done\n 133→```\n 134→\n 135→Notes:\n 136→\n 137→- When marking a parent task as \"done\", all of its subtasks will automatically be marked as \"done\" as well\n 138→- Common status values are 'done', 'pending', and 'deferred', but any string is accepted\n 139→- You can specify multiple task IDs by separating them with commas\n 140→- Subtask IDs are specified using the format `parentId.subtaskId` (e.g., `3.1`)\n 141→- Dependencies are updated to show completion status (✅ for completed, ⏱️ for pending) throughout the system\n 142→\n 143→## Expanding Tasks\n 144→\n 145→The `expand` command allows you to break down tasks into subtasks for more detailed implementation:\n 146→\n 147→```bash\n 148→# Expand a specific task with 3 subtasks (default)\n 149→task-master expand --id=3\n 150→\n 151→# Expand a specific task with 5 subtasks\n 152→task-master expand --id=3 --num=5\n 153→\n 154→# Expand a task with additional context\n 155→task-master expand --id=3 --prompt=\"Focus on security aspects\"\n 156→\n 157→# Expand all pending tasks that don't have subtasks\n 158→task-master expand --all\n 159→\n 160→# Force regeneration of subtasks for all pending tasks\n 161→task-master expand --all --force\n 162→\n 163→# Use Perplexity AI for research-backed subtask generation\n 164→task-master expand --id=3 --research\n 165→\n 166→# Use Perplexity AI for research-backed generation on all pending tasks\n 167→task-master expand --all --research\n 168→```\n 169→\n 170→## Clearing Subtasks\n 171→\n 172→The `clear-subtasks` command allows you to remove subtasks from specified tasks:\n 173→\n 174→```bash\n 175→# Clear subtasks from a specific task\n 176→task-master clear-subtasks --id=3\n 177→\n 178→# Clear subtasks from multiple tasks\n 179→task-master clear-subtasks --id=1,2,3\n 180→\n 181→# Clear subtasks from all tasks\n 182→task-master clear-subtasks --all\n 183→```\n 184→\n 185→Notes:\n 186→\n 187→- After clearing subtasks, task files are automatically regenerated\n 188→- This is useful when you want to regenerate subtasks with a different approach\n 189→- Can be combined with the `expand` command to immediately generate new subtasks\n 190→- Works with both parent tasks and individual subtasks\n 191→\n 192→## AI Integration (Updated)\n 193→\n 194→- The script now uses a unified AI service layer (`ai-services-unified.js`).\n 195→- Model selection (e.g., Claude vs. Perplexity for `--research`) is determined by the configuration in `.taskmaster/config.json` based on the requested `role` (`main` or `research`).\n 196→- API keys are automatically resolved from your `.env` file (for CLI) or MCP session environment.\n 197→- To use the research capabilities (e.g., `expand --research`), ensure you have:\n 198→ 1. Configured a model for the `research` role using `task-master models --setup` (Perplexity models are recommended).\n 199→ 2. Added the corresponding API key (e.g., `PERPLEXITY_API_KEY`) to your `.env` file.\n 200→\n 201→## Logging\n 202→\n 203→The script supports different logging levels controlled by the `TASKMASTER_LOG_LEVEL` environment variable:\n 204→\n 205→- `debug`: Detailed information, typically useful for troubleshooting\n 206→- `info`: Confirmation that things are working as expected (default)\n 207→- `warn`: Warning messages that don't prevent execution\n 208→- `error`: Error messages that might prevent execution\n 209→\n 210→When `DEBUG=true` is set, debug logs are also written to a `dev-debug.log` file in the project root.\n 211→\n 212→## Managing Task Dependencies\n 213→\n 214→The `add-dependency` and `remove-dependency` commands allow you to manage task dependencies:\n 215→\n 216→```bash\n 217→# Add a dependency to a task\n 218→task-master add-dependency --id= --depends-on=\n 219→\n 220→# Remove a dependency from a task\n 221→task-master remove-dependency --id= --depends-on=\n 222→```\n 223→\n 224→These commands:\n 225→\n 226→1. **Allow precise dependency management**:\n 227→\n 228→ - Add dependencies between tasks with automatic validation\n 229→ - Remove dependencies when they're no longer needed\n 230→ - Update task files automatically after changes\n 231→\n 232→2. **Include validation checks**:\n 233→\n 234→ - Prevent circular dependencies (a task depending on itself)\n 235→ - Prevent duplicate dependencies\n 236→ - Verify that both tasks exist before adding/removing dependencies\n 237→ - Check if dependencies exist before attempting to remove them\n 238→\n 239→3. **Provide clear feedback**:\n 240→\n 241→ - Success messages confirm when dependencies are added/removed\n 242→ - Error messages explain why operations failed (if applicable)\n 243→\n 244→4. **Automatically update task files**:\n 245→ - Regenerates task files to reflect dependency changes\n 246→ - Ensures tasks and their files stay synchronized\n 247→\n 248→## Dependency Validation and Fixing\n 249→\n 250→The script provides two specialized commands to ensure task dependencies remain valid and properly maintained:\n 251→\n 252→### Validating Dependencies\n 253→\n 254→The `validate-dependencies` command allows you to check for invalid dependencies without making changes:\n 255→\n 256→```bash\n 257→# Check for invalid dependencies in tasks.json\n 258→task-master validate-dependencies\n 259→\n 260→# Specify a different tasks file\n 261→task-master validate-dependencies --file=custom-tasks.json\n 262→```\n 263→\n 264→This command:\n 265→\n 266→- Scans all tasks and subtasks for non-existent dependencies\n 267→- Identifies potential self-dependencies (tasks referencing themselves)\n 268→- Reports all found issues without modifying files\n 269→- Provides a comprehensive summary of dependency state\n 270→- Gives detailed statistics on task dependencies\n 271→\n 272→Use this command to audit your task structure before applying fixes.\n 273→\n 274→### Fixing Dependencies\n 275→\n 276→The `fix-dependencies` command proactively finds and fixes all invalid dependencies:\n 277→\n 278→```bash\n 279→# Find and fix all invalid dependencies\n 280→task-master fix-dependencies\n 281→\n 282→# Specify a different tasks file\n 283→task-master fix-dependencies --file=custom-tasks.json\n 284→```\n 285→\n 286→This command:\n 287→\n 288→1. **Validates all dependencies** across tasks and subtasks\n 289→2. **Automatically removes**:\n 290→ - References to non-existent tasks and subtasks\n 291→ - Self-dependencies (tasks depending on themselves)\n 292→3. **Fixes issues in both**:\n 293→ - The tasks.json data structure\n 294→ - Individual task files during regeneration\n 295→4. **Provides a detailed report**:\n 296→ - Types of issues fixed (non-existent vs. self-dependencies)\n 297→ - Number of tasks affected (tasks vs. subtasks)\n 298→ - Where fixes were applied (tasks.json vs. task files)\n 299→ - List of all individual fixes made\n 300→\n 301→This is especially useful when tasks have been deleted or IDs have changed, potentially breaking dependency chains.\n 302→\n 303→## Analyzing Task Complexity\n 304→\n 305→The `analyze-complexity` command allows you to automatically assess task complexity and generate expansion recommendations:\n 306→\n 307→```bash\n 308→# Analyze all tasks and generate expansion recommendations\n 309→task-master analyze-complexity\n 310→\n 311→# Specify a custom output file\n 312→task-master analyze-complexity --output=custom-report.json\n 313→\n 314→# Override the model used for analysis\n 315→task-master analyze-complexity --model=claude-3-opus-20240229\n 316→\n 317→# Set a custom complexity threshold (1-10)\n 318→task-master analyze-complexity --threshold=6\n 319→\n 320→# Use Perplexity AI for research-backed complexity analysis\n 321→task-master analyze-complexity --research\n 322→```\n 323→\n 324→Notes:\n 325→\n 326→- The command uses Claude to analyze each task's complexity (or Perplexity with --research flag)\n 327→- Tasks are scored on a scale of 1-10\n 328→- Each task receives a recommended number of subtasks based on DEFAULT_SUBTASKS configuration\n 329→- The default output path is `scripts/task-complexity-report.json`\n 330→- Each task in the analysis includes a ready-to-use `expansionCommand` that can be copied directly to the terminal or executed programmatically\n 331→- Tasks with complexity scores below the threshold (default: 5) may not need expansion\n 332→- The research flag provides more contextual and informed complexity assessments\n 333→\n 334→### Integration with Expand Command\n 335→\n 336→The `expand` command automatically checks for and uses complexity analysis if available:\n 337→\n 338→```bash\n 339→# Expand a task, using complexity report recommendations if available\n 340→task-master expand --id=8\n 341→\n 342→# Expand all tasks, prioritizing by complexity score if a report exists\n 343→task-master expand --all\n 344→\n 345→# Override recommendations with explicit values\n 346→task-master expand --id=8 --num=5 --prompt=\"Custom prompt\"\n 347→```\n 348→\n 349→When a complexity report exists:\n 350→\n 351→- The `expand` command will use the recommended subtask count from the report (unless overridden)\n 352→- It will use the tailored expansion prompt from the report (unless a custom prompt is provided)\n 353→- When using `--all`, tasks are sorted by complexity score (highest first)\n 354→- The `--research` flag is preserved from the complexity analysis to expansion\n 355→\n 356→The output report structure is:\n 357→\n 358→```json\n 359→{\n 360→ \"meta\": {\n 361→ \"generatedAt\": \"2023-06-15T12:34:56.789Z\",\n 362→ \"tasksAnalyzed\": 20,\n 363→ \"thresholdScore\": 5,\n 364→ \"projectName\": \"Your Project Name\",\n 365→ \"usedResearch\": true\n 366→ },\n 367→ \"complexityAnalysis\": [\n 368→ {\n 369→ \"taskId\": 8,\n 370→ \"taskTitle\": \"Develop Implementation Drift Handling\",\n 371→ \"complexityScore\": 9.5,\n 372→ \"recommendedSubtasks\": 6,\n 373→ \"expansionPrompt\": \"Create subtasks that handle detecting...\",\n 374→ \"reasoning\": \"This task requires sophisticated logic...\",\n 375→ \"expansionCommand\": \"task-master expand --id=8 --num=6 --prompt=\\\"Create subtasks...\\\" --research\"\n 376→ }\n 377→ // More tasks sorted by complexity score (highest first)\n 378→ ]\n 379→}\n 380→```\n 381→\n 382→## Finding the Next Task\n 383→\n 384→The `next` command helps you determine which task to work on next based on dependencies and status:\n 385→\n 386→```bash\n 387→# Show the next task to work on\n 388→task-master next\n 389→\n 390→# Specify a different tasks file\n 391→task-master next --file=custom-tasks.json\n 392→```\n 393→\n 394→This command:\n 395→\n 396→1. Identifies all **eligible tasks** - pending or in-progress tasks whose dependencies are all satisfied (marked as done)\n 397→2. **Prioritizes** these eligible tasks by:\n 398→ - Priority level (high > medium > low)\n 399→ - Number of dependencies (fewer dependencies first)\n 400→ - Task ID (lower ID first)\n 401→3. **Displays** comprehensive information about the selected task:\n 402→ - Basic task details (ID, title, priority, dependencies)\n 403→ - Detailed description and implementation details\n 404→ - Subtasks if they exist\n 405→4. Provides **contextual suggested actions**:\n 406→ - Command to mark the task as in-progress\n 407→ - Command to mark the task as done when completed\n 408→ - Commands for working with subtasks (update status or expand)\n 409→\n 410→This feature ensures you're always working on the most appropriate task based on your project's current state and dependency structure.\n 411→\n 412→## Showing Task Details\n 413→\n 414→The `show` command allows you to view detailed information about a specific task:\n 415→\n 416→```bash\n 417→# Show details for a specific task\n 418→task-master show 1\n 419→\n 420→# Alternative syntax with --id option\n 421→task-master show --id=1\n 422→\n 423→# Show details for a subtask\n 424→task-master show --id=1.2\n 425→\n 426→# Specify a different tasks file\n 427→task-master show 3 --file=custom-tasks.json\n 428→```\n 429→\n 430→This command:\n 431→\n 432→1. **Displays comprehensive information** about the specified task:\n 433→ - Basic task details (ID, title, priority, dependencies, status)\n 434→ - Full description and implementation details\n 435→ - Test strategy information\n 436→ - Subtasks if they exist\n 437→2. **Handles both regular tasks and subtasks**:\n 438→ - For regular tasks, shows all subtasks and their status\n 439→ - For subtasks, shows the parent task relationship\n 440→3. **Provides contextual suggested actions**:\n 441→ - Commands to update the task status\n 442→ - Commands for working with subtasks\n 443→ - For subtasks, provides a link to view the parent task\n 444→\n 445→This command is particularly useful when you need to examine a specific task in detail before implementing it or when you want to check the status and details of a particular task.\n 446→\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"1aaefd70-8ac8-4d87-979b-15cb86a6c4f4"} +{"type":"assistant","message":{"id":"msg_019EGNozfW5SodqxzsbMqDsi","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01FVeSVpCMw5LCBwfSVguxix","name":"TodoWrite","input":{"todos":[{"content":"Review README-task-master.md for Perplexity-specific references","status":"completed"},{"content":"Review docs/command-reference.md for Perplexity-specific references","status":"completed"},{"content":"Review .taskmaster/docs/README.md for Perplexity-specific references","status":"completed"},{"content":"Review public/assets/scripts_README.md for Perplexity-specific references","status":"completed"},{"content":"Update all identified references to use 'configured research model'","status":"in_progress"},{"content":"Verify all changes are consistent","status":"pending"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":5807,"cache_read_input_tokens":36252,"cache_creation":{"ephemeral_5m_input_tokens":5807,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"0270b04f-998a-4b85-abce-d770763af760"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01FVeSVpCMw5LCBwfSVguxix","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"0ccf45bb-020a-42fd-8a4f-2081686ece1d"} +{"type":"assistant","message":{"id":"msg_01KBSAmHcenTPuEY2gn1h7o6","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01YbHKxRRgjPwReL9mD2JLMJ","name":"MultiEdit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/README-task-master.md","edits":[{"old_string":"For research-backed subtask generation using Perplexity AI:\n\n```\nPlease break down task 5 using research-backed generation.\n```\n\nThe agent will execute:\n\n```bash\ntask-master expand --id=5 --research\n```","new_string":"For research-backed subtask generation using your configured research model:\n\n```\nPlease break down task 5 using research-backed generation.\n```\n\nThe agent will execute:\n\n```bash\ntask-master expand --id=5 --research\n```"},{"old_string":"# Use Perplexity AI for research-backed complexity analysis\ntask-master analyze-complexity --research","new_string":"# Use your configured research model for research-backed complexity analysis\ntask-master analyze-complexity --research"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":285,"cache_read_input_tokens":42059,"cache_creation":{"ephemeral_5m_input_tokens":285,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"2fc7880e-e7c9-4079-9f03-92817eddf681"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01YbHKxRRgjPwReL9mD2JLMJ","type":"tool_result","content":"Applied 2 edits to /home/runner/work/claude-task-master/claude-task-master/README-task-master.md:\n1. Replaced \"For research-backed subtask generation using Perpl...\" with \"For research-backed subtask generation using your ...\"\n2. Replaced \"# Use Perplexity AI for research-backed complexity...\" with \"# Use your configured research model for research-...\""}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"d28fd6e0-c3f9-484d-952e-9c0a199da883"} +{"type":"assistant","message":{"id":"msg_012UqYMr8cHoVB7pp2YKzk14","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01Px1jngK7FReX6ApbpPqjez","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/docs/command-reference.md","old_string":"# Use Perplexity AI for research-backed complexity analysis\ntask-master analyze-complexity --research","new_string":"# Use your configured research model for research-backed complexity analysis\ntask-master analyze-complexity --research"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":428,"cache_read_input_tokens":42344,"cache_creation":{"ephemeral_5m_input_tokens":428,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"af64a511-05f7-4ecc-808d-b02becabbbc9"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Px1jngK7FReX6ApbpPqjez","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/docs/command-reference.md has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 180→\n 181→# Use an alternative tasks file\n 182→task-master analyze-complexity --file=custom-tasks.json\n 183→\n 184→# Use your configured research model for research-backed complexity analysis\n 185→task-master analyze-complexity --research\n 186→```\n 187→\n 188→## View Complexity Report\n 189→"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"75b8be10-5337-494a-894d-1208e880ffc3"} +{"type":"assistant","message":{"id":"msg_01S8zK9Ef3Wp21JhZwmhViYB","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01PSGA2J8iBhJyGJdtP7PDQY","name":"MultiEdit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md","edits":[{"old_string":"7. **Research-backed subtask generation**—use Perplexity AI to generate more informed and contextually relevant subtasks.","new_string":"7. **Research-backed subtask generation**—use your configured research model to generate more informed and contextually relevant subtasks."},{"old_string":"- `PERPLEXITY_API_KEY`: Your Perplexity API key for research-backed subtask generation\n- `PERPLEXITY_MODEL`: Specify which Perplexity model to use (default: \"sonar-medium-online\")","new_string":"- `PERPLEXITY_API_KEY`: Your Perplexity API key for research-backed subtask generation (if using Perplexity as your research model)\n- `PERPLEXITY_MODEL`: Specify which Perplexity model to use (default: \"sonar-medium-online\")"},{"old_string":"# With research-backed updates using Perplexity AI","new_string":"# With research-backed updates using your configured research model"},{"old_string":"# With research-backed updates using Perplexity AI","new_string":"# With research-backed updates using your configured research model"},{"old_string":"- The `--research` flag uses Perplexity AI for more informed updates when available","new_string":"- The `--research` flag uses your configured research model for more informed updates when available"},{"old_string":"# Use Perplexity AI for research-backed subtask generation\nnode scripts/dev.js expand --id=3 --research\n\n# Use Perplexity AI for research-backed generation on all pending tasks\nnode scripts/dev.js expand --all --research","new_string":"# Use your configured research model for research-backed subtask generation\nnode scripts/dev.js expand --id=3 --research\n\n# Use your configured research model for research-backed generation on all pending tasks\nnode scripts/dev.js expand --all --research"},{"old_string":"1. **Anthropic Claude**: Used for parsing PRDs, generating tasks, and creating subtasks.\n2. **Perplexity AI**: Used for research-backed subtask generation when the `--research` flag is specified.\n\nThe Perplexity integration uses the OpenAI client to connect to Perplexity's API, which provides enhanced research capabilities for generating more informed subtasks. If the Perplexity API is unavailable or encounters an error, the script will automatically fall back to using Anthropic's Claude.\n\nTo use the Perplexity integration:\n\n1. Obtain a Perplexity API key\n2. Add `PERPLEXITY_API_KEY` to your `.env` file\n3. Optionally specify `PERPLEXITY_MODEL` in your `.env` file (default: \"sonar-medium-online\")\n4. Use the `--research` flag with the `expand` command","new_string":"1. **Main AI Model**: Used for parsing PRDs, generating tasks, and creating subtasks (typically Anthropic Claude).\n2. **Research Model**: Used for research-backed subtask generation when the `--research` flag is specified.\n\nThe research integration provides enhanced research capabilities for generating more informed subtasks. You can configure different models for research (like Perplexity, which has access to current information) vs. main tasks. If the research model is unavailable or encounters an error, the script will automatically fall back to using your main model.\n\nTo use research-backed features:\n\n1. Configure your research model using `task-master models --setup`\n2. Ensure you have the appropriate API key in your `.env` file (e.g., `PERPLEXITY_API_KEY` if using Perplexity)\n3. Use the `--research` flag with supported commands"},{"old_string":"# Use Perplexity AI for research-backed complexity analysis\nnode scripts/dev.js analyze-complexity --research","new_string":"# Use your configured research model for research-backed complexity analysis\nnode scripts/dev.js analyze-complexity --research"},{"old_string":"- The command uses Claude to analyze each task's complexity (or Perplexity with --research flag)","new_string":"- The command uses your main model to analyze each task's complexity (or your configured research model with --research flag)"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":320,"cache_read_input_tokens":42772,"cache_creation":{"ephemeral_5m_input_tokens":320,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"032bdcb8-0209-4530-a947-1c0168d6e233"} +{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"Found 2 matches of the string to replace, but replace_all is false. To replace all occurrences, set replace_all to true. To replace only one occurrence, please provide more context to uniquely identify the instance.\nString: # With research-backed updates using Perplexity AI","is_error":true,"tool_use_id":"toolu_01PSGA2J8iBhJyGJdtP7PDQY"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"0edc6d0d-399e-4d54-b6c1-7213e59b0b82"} +{"type":"assistant","message":{"id":"msg_01WFrvhQNeCDAzLZErEoajqX","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01XZkaYfEdFNYkSjTmP8semm","name":"MultiEdit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md","edits":[{"old_string":"7. **Research-backed subtask generation**—use Perplexity AI to generate more informed and contextually relevant subtasks.","new_string":"7. **Research-backed subtask generation**—use your configured research model to generate more informed and contextually relevant subtasks."},{"old_string":"- `PERPLEXITY_API_KEY`: Your Perplexity API key for research-backed subtask generation\n- `PERPLEXITY_MODEL`: Specify which Perplexity model to use (default: \"sonar-medium-online\")","new_string":"- `PERPLEXITY_API_KEY`: Your Perplexity API key for research-backed subtask generation (if using Perplexity as your research model)\n- `PERPLEXITY_MODEL`: Specify which Perplexity model to use (default: \"sonar-medium-online\")"},{"old_string":"node scripts/dev.js update --from=4 --prompt=\"Integrate OAuth 2.0\" --research\n\n# Specify a different tasks file\nnode scripts/dev.js update --file=custom-tasks.json --from=5 --prompt=\"Change database from MongoDB to PostgreSQL\"","new_string":"node scripts/dev.js update --from=4 --prompt=\"Integrate OAuth 2.0\" --research\n\n# Specify a different tasks file\nnode scripts/dev.js update --file=custom-tasks.json --from=5 --prompt=\"Change database from MongoDB to PostgreSQL\""},{"old_string":"# With research-backed updates using Perplexity AI\nnode scripts/dev.js update --from=4 --prompt=\"Integrate OAuth 2.0\" --research","new_string":"# With research-backed updates using your configured research model\nnode scripts/dev.js update --from=4 --prompt=\"Integrate OAuth 2.0\" --research"},{"old_string":"# With research-backed updates using Perplexity AI\nnode scripts/dev.js update-task --id=4 --prompt=\"Use JWT for authentication\" --research","new_string":"# With research-backed updates using your configured research model\nnode scripts/dev.js update-task --id=4 --prompt=\"Use JWT for authentication\" --research"},{"old_string":"- The `--research` flag uses Perplexity AI for more informed updates when available","new_string":"- The `--research` flag uses your configured research model for more informed updates when available"},{"old_string":"# Use Perplexity AI for research-backed subtask generation\nnode scripts/dev.js expand --id=3 --research\n\n# Use Perplexity AI for research-backed generation on all pending tasks\nnode scripts/dev.js expand --all --research","new_string":"# Use your configured research model for research-backed subtask generation\nnode scripts/dev.js expand --id=3 --research\n\n# Use your configured research model for research-backed generation on all pending tasks\nnode scripts/dev.js expand --all --research"},{"old_string":"1. **Anthropic Claude**: Used for parsing PRDs, generating tasks, and creating subtasks.\n2. **Perplexity AI**: Used for research-backed subtask generation when the `--research` flag is specified.\n\nThe Perplexity integration uses the OpenAI client to connect to Perplexity's API, which provides enhanced research capabilities for generating more informed subtasks. If the Perplexity API is unavailable or encounters an error, the script will automatically fall back to using Anthropic's Claude.\n\nTo use the Perplexity integration:\n\n1. Obtain a Perplexity API key\n2. Add `PERPLEXITY_API_KEY` to your `.env` file\n3. Optionally specify `PERPLEXITY_MODEL` in your `.env` file (default: \"sonar-medium-online\")\n4. Use the `--research` flag with the `expand` command","new_string":"1. **Main AI Model**: Used for parsing PRDs, generating tasks, and creating subtasks (typically Anthropic Claude).\n2. **Research Model**: Used for research-backed subtask generation when the `--research` flag is specified.\n\nThe research integration provides enhanced research capabilities for generating more informed subtasks. You can configure different models for research (like Perplexity, which has access to current information) vs. main tasks. If the research model is unavailable or encounters an error, the script will automatically fall back to using your main model.\n\nTo use research-backed features:\n\n1. Configure your research model using `task-master models --setup`\n2. Ensure you have the appropriate API key in your `.env` file (e.g., `PERPLEXITY_API_KEY` if using Perplexity)\n3. Use the `--research` flag with supported commands"},{"old_string":"# Use Perplexity AI for research-backed complexity analysis\nnode scripts/dev.js analyze-complexity --research","new_string":"# Use your configured research model for research-backed complexity analysis\nnode scripts/dev.js analyze-complexity --research"},{"old_string":"- The command uses Claude to analyze each task's complexity (or Perplexity with --research flag)","new_string":"- The command uses your main model to analyze each task's complexity (or your configured research model with --research flag)"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":8,"cache_creation_input_tokens":1273,"cache_read_input_tokens":43092,"cache_creation":{"ephemeral_5m_input_tokens":1273,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"9f925cb9-1916-4e79-992c-d45540b8dcb2"} +{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"No changes to make: old_string and new_string are exactly the same.","is_error":true,"tool_use_id":"toolu_01XZkaYfEdFNYkSjTmP8semm"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"a102d7ef-4a29-47ce-aec8-e44fc21657a1"} +{"type":"assistant","message":{"id":"msg_01L5Ju1JAo8r487wWukxi8Ru","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_011M5uebafXmWpck4M3seodV","name":"MultiEdit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md","edits":[{"old_string":"7. **Research-backed subtask generation**—use Perplexity AI to generate more informed and contextually relevant subtasks.","new_string":"7. **Research-backed subtask generation**—use your configured research model to generate more informed and contextually relevant subtasks."},{"old_string":"- `PERPLEXITY_API_KEY`: Your Perplexity API key for research-backed subtask generation\n- `PERPLEXITY_MODEL`: Specify which Perplexity model to use (default: \"sonar-medium-online\")","new_string":"- `PERPLEXITY_API_KEY`: Your Perplexity API key for research-backed subtask generation (if using Perplexity as your research model)\n- `PERPLEXITY_MODEL`: Specify which Perplexity model to use (default: \"sonar-medium-online\")"},{"old_string":"# With research-backed updates using Perplexity AI\nnode scripts/dev.js update --from=4 --prompt=\"Integrate OAuth 2.0\" --research","new_string":"# With research-backed updates using your configured research model\nnode scripts/dev.js update --from=4 --prompt=\"Integrate OAuth 2.0\" --research"},{"old_string":"# With research-backed updates using Perplexity AI\nnode scripts/dev.js update-task --id=4 --prompt=\"Use JWT for authentication\" --research","new_string":"# With research-backed updates using your configured research model\nnode scripts/dev.js update-task --id=4 --prompt=\"Use JWT for authentication\" --research"},{"old_string":"- The `--research` flag uses Perplexity AI for more informed updates when available","new_string":"- The `--research` flag uses your configured research model for more informed updates when available"},{"old_string":"# Use Perplexity AI for research-backed subtask generation\nnode scripts/dev.js expand --id=3 --research\n\n# Use Perplexity AI for research-backed generation on all pending tasks\nnode scripts/dev.js expand --all --research","new_string":"# Use your configured research model for research-backed subtask generation\nnode scripts/dev.js expand --id=3 --research\n\n# Use your configured research model for research-backed generation on all pending tasks\nnode scripts/dev.js expand --all --research"},{"old_string":"1. **Anthropic Claude**: Used for parsing PRDs, generating tasks, and creating subtasks.\n2. **Perplexity AI**: Used for research-backed subtask generation when the `--research` flag is specified.\n\nThe Perplexity integration uses the OpenAI client to connect to Perplexity's API, which provides enhanced research capabilities for generating more informed subtasks. If the Perplexity API is unavailable or encounters an error, the script will automatically fall back to using Anthropic's Claude.\n\nTo use the Perplexity integration:\n\n1. Obtain a Perplexity API key\n2. Add `PERPLEXITY_API_KEY` to your `.env` file\n3. Optionally specify `PERPLEXITY_MODEL` in your `.env` file (default: \"sonar-medium-online\")\n4. Use the `--research` flag with the `expand` command","new_string":"1. **Main AI Model**: Used for parsing PRDs, generating tasks, and creating subtasks (typically Anthropic Claude).\n2. **Research Model**: Used for research-backed subtask generation when the `--research` flag is specified.\n\nThe research integration provides enhanced research capabilities for generating more informed subtasks. You can configure different models for research (like Perplexity, which has access to current information) vs. main tasks. If the research model is unavailable or encounters an error, the script will automatically fall back to using your main model.\n\nTo use research-backed features:\n\n1. Configure your research model using `task-master models --setup`\n2. Ensure you have the appropriate API key in your `.env` file (e.g., `PERPLEXITY_API_KEY` if using Perplexity)\n3. Use the `--research` flag with supported commands"},{"old_string":"# Use Perplexity AI for research-backed complexity analysis\nnode scripts/dev.js analyze-complexity --research","new_string":"# Use your configured research model for research-backed complexity analysis\nnode scripts/dev.js analyze-complexity --research"},{"old_string":"- The command uses Claude to analyze each task's complexity (or Perplexity with --research flag)","new_string":"- The command uses your main model to analyze each task's complexity (or your configured research model with --research flag)"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":8,"cache_creation_input_tokens":1483,"cache_read_input_tokens":44365,"cache_creation":{"ephemeral_5m_input_tokens":1483,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"9663afe0-5523-4bc4-a141-fd42a5f5287e"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011M5uebafXmWpck4M3seodV","type":"tool_result","content":"Applied 9 edits to /home/runner/work/claude-task-master/claude-task-master/.taskmaster/docs/README.md:\n1. Replaced \"7. **Research-backed subtask generation**—use Perp...\" with \"7. **Research-backed subtask generation**—use your...\"\n2. Replaced \"- `PERPLEXITY_API_KEY`: Your Perplexity API key fo...\" with \"- `PERPLEXITY_API_KEY`: Your Perplexity API key fo...\"\n3. Replaced \"# With research-backed updates using Perplexity AI...\" with \"# With research-backed updates using your configur...\"\n4. Replaced \"# With research-backed updates using Perplexity AI...\" with \"# With research-backed updates using your configur...\"\n5. Replaced \"- The `--research` flag uses Perplexity AI for mor...\" with \"- The `--research` flag uses your configured resea...\"\n6. Replaced \"# Use Perplexity AI for research-backed subtask ge...\" with \"# Use your configured research model for research-...\"\n7. Replaced \"1. **Anthropic Claude**: Used for parsing PRDs, ge...\" with \"1. **Main AI Model**: Used for parsing PRDs, gener...\"\n8. Replaced \"# Use Perplexity AI for research-backed complexity...\" with \"# Use your configured research model for research-...\"\n9. Replaced \"- The command uses Claude to analyze each task's c...\" with \"- The command uses your main model to analyze each...\""}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"ec8682bc-2ae2-4352-9f5f-ddfbff3a5ab0"} +{"type":"assistant","message":{"id":"msg_01WimaggGPwvwuE3jyqQbVZn","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01N1zKEzpesU6aN3e1pBKJD3","name":"MultiEdit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md","edits":[{"old_string":"7. **Research-backed subtask generation**—use Perplexity AI to generate more informed and contextually relevant subtasks.","new_string":"7. **Research-backed subtask generation**—use your configured research model to generate more informed and contextually relevant subtasks."},{"old_string":"2. **Environment Variables (`.env` File - API Keys Only)**\n - Used **only** for sensitive **API Keys** (e.g., `ANTHROPIC_API_KEY`, `PERPLEXITY_API_KEY`).","new_string":"2. **Environment Variables (`.env` File - API Keys Only)**\n - Used **only** for sensitive **API Keys** (e.g., `ANTHROPIC_API_KEY`, `PERPLEXITY_API_KEY`, etc.)."},{"old_string":"# Use Perplexity AI for research-backed subtask generation\ntask-master expand --id=3 --research\n\n# Use Perplexity AI for research-backed generation on all pending tasks\ntask-master expand --all --research","new_string":"# Use your configured research model for research-backed subtask generation\ntask-master expand --id=3 --research\n\n# Use your configured research model for research-backed generation on all pending tasks\ntask-master expand --all --research"},{"old_string":"- The script now uses a unified AI service layer (`ai-services-unified.js`).\n- Model selection (e.g., Claude vs. Perplexity for `--research`) is determined by the configuration in `.taskmaster/config.json` based on the requested `role` (`main` or `research`).\n- API keys are automatically resolved from your `.env` file (for CLI) or MCP session environment.\n- To use the research capabilities (e.g., `expand --research`), ensure you have:\n 1. Configured a model for the `research` role using `task-master models --setup` (Perplexity models are recommended).\n 2. Added the corresponding API key (e.g., `PERPLEXITY_API_KEY`) to your `.env` file.","new_string":"- The script now uses a unified AI service layer (`ai-services-unified.js`).\n- Model selection (e.g., Claude vs. research models for `--research`) is determined by the configuration in `.taskmaster/config.json` based on the requested `role` (`main` or `research`).\n- API keys are automatically resolved from your `.env` file (for CLI) or MCP session environment.\n- To use the research capabilities (e.g., `expand --research`), ensure you have:\n 1. Configured a model for the `research` role using `task-master models --setup` (research-capable models like Perplexity are recommended).\n 2. Added the corresponding API key (e.g., `PERPLEXITY_API_KEY`) to your `.env` file."},{"old_string":"# Use Perplexity AI for research-backed complexity analysis\ntask-master analyze-complexity --research","new_string":"# Use your configured research model for research-backed complexity analysis\ntask-master analyze-complexity --research"},{"old_string":"- The command uses Claude to analyze each task's complexity (or Perplexity with --research flag)","new_string":"- The command uses your main model to analyze each task's complexity (or your configured research model with --research flag)"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1658,"cache_read_input_tokens":45848,"cache_creation":{"ephemeral_5m_input_tokens":1658,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"f168b4a6-27f1-4f39-bc84-16282442aeb4"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01N1zKEzpesU6aN3e1pBKJD3","type":"tool_result","content":"Applied 6 edits to /home/runner/work/claude-task-master/claude-task-master/public/assets/scripts_README.md:\n1. Replaced \"7. **Research-backed subtask generation**—use Perp...\" with \"7. **Research-backed subtask generation**—use your...\"\n2. Replaced \"2. **Environment Variables (`.env` File - API Key...\" with \"2. **Environment Variables (`.env` File - API Key...\"\n3. Replaced \"# Use Perplexity AI for research-backed subtask ge...\" with \"# Use your configured research model for research-...\"\n4. Replaced \"- The script now uses a unified AI service layer (...\" with \"- The script now uses a unified AI service layer (...\"\n5. Replaced \"# Use Perplexity AI for research-backed complexity...\" with \"# Use your configured research model for research-...\"\n6. Replaced \"- The command uses Claude to analyze each task's c...\" with \"- The command uses your main model to analyze each...\""}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"8f48a1d1-3e39-44f2-8f35-80e2da851992"} +{"type":"assistant","message":{"id":"msg_016iK7K6efrT6GNMyt3m3b6o","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01U5JSb8SXxEAGX3HNwEcjap","name":"TodoWrite","input":{"todos":[{"content":"Review README-task-master.md for Perplexity-specific references","status":"completed"},{"content":"Review docs/command-reference.md for Perplexity-specific references","status":"completed"},{"content":"Review .taskmaster/docs/README.md for Perplexity-specific references","status":"completed"},{"content":"Review public/assets/scripts_README.md for Perplexity-specific references","status":"completed"},{"content":"Update all identified references to use 'configured research model'","status":"completed"},{"content":"Verify all changes are consistent","status":"in_progress"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1202,"cache_read_input_tokens":47506,"cache_creation":{"ephemeral_5m_input_tokens":1202,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"62e3e4d5-4e58-4bb9-94ee-7d5ff651ffff"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01U5JSb8SXxEAGX3HNwEcjap","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"15141988-44de-4e71-a029-2ffe7d19b206"} +{"type":"assistant","message":{"id":"msg_01XusgZ8kj4vPsyBsQJQ5c9e","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01TZWBDJjUnmyqngowvz9xtL","name":"Grep","input":{"pattern":"Perplexity AI","path":"/home/runner/work/claude-task-master/claude-task-master","output_mode":"content","glob":"*.md"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":274,"cache_read_input_tokens":48708,"cache_creation":{"ephemeral_5m_input_tokens":274,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"d1aa35b1-6742-4228-b661-335087ce8512"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01TZWBDJjUnmyqngowvz9xtL","type":"tool_result","content":"/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md:- [#240](https://github.com/eyaltoledano/claude-task-master/pull/240) [`9a48278`](https://github.com/eyaltoledano/claude-task-master/commit/9a482789f7894f57f655fb8d30ba68542bd0df63) Thanks [@eyaltoledano](https://github.com/eyaltoledano)! - Tweaks Perplexity AI calls for research mode to max out input tokens and get day-fresh information - Forces temp at 0.1 for highly deterministic output, no variations - Adds a system prompt to further improve the output - Correctly uses the maximum input tokens (8,719, used 8,700) for perplexity - Specificies to use a high degree of research across the web - Specifies to use information that is as fresh as today; this support stuff like capturing brand new announcements like new GPT models and being able to query for those in research. 🔥\n/home/runner/work/claude-task-master/claude-task-master/.kiro/steering/dev_workflow.md:- Add `--research` flag to leverage Perplexity AI for research-backed expansion.\n/home/runner/work/claude-task-master/claude-task-master/.changeset/README.md:Added new `--research` flag to the `expand` command that uses Perplexity AI"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"5f167b78-f118-4caf-b046-a8a2752e2e0a"} +{"type":"assistant","message":{"id":"msg_01SeFrBM9WfvsXGcHGZXSZ9D","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01FeQJh62FaF91KvxtYzp7ep","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.changeset/README.md"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":515,"cache_read_input_tokens":48982,"cache_creation":{"ephemeral_5m_input_tokens":515,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"23a9bab5-d2f2-4a78-a24e-8cba4556d49b"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01FeQJh62FaF91KvxtYzp7ep","type":"tool_result","content":" 1→# Changesets\n 2→\n 3→This folder has been automatically generated by `@changesets/cli`, a build tool that works with multi-package repos or single-package repos to help version and publish code. Full documentation is available in the [Changesets repository](https://github.com/changesets/changesets).\n 4→\n 5→## What are Changesets?\n 6→\n 7→Changesets are a way to track changes to packages in your repository. Each changeset:\n 8→\n 9→- Describes the changes you've made\n 10→- Specifies the type of version bump needed (patch, minor, or major)\n 11→- Connects these changes with release notes\n 12→- Automates the versioning and publishing process\n 13→\n 14→## How to Use Changesets in Task Master\n 15→\n 16→### 2. Making Changes\n 17→\n 18→1. Create a new branch for your changes\n 19→2. Make your code changes\n 20→3. Write tests and ensure all tests pass\n 21→\n 22→### 3. Creating a Changeset\n 23→\n 24→After making changes, create a changeset by running:\n 25→\n 26→```bash\n 27→npx changeset\n 28→```\n 29→\n 30→This will:\n 31→\n 32→- Walk you through a CLI to describe your changes\n 33→- Ask you to select impact level (patch, minor, major)\n 34→- Create a markdown file in the `.changeset` directory\n 35→\n 36→### 4. Impact Level Guidelines\n 37→\n 38→When choosing the impact level for your changes:\n 39→\n 40→- **Patch**: Bug fixes and minor changes that don't affect how users interact with the system\n 41→ - Example: Fixing a typo in output text, optimizing code without changing behavior\n 42→- **Minor**: New features or enhancements that don't break existing functionality\n 43→ - Example: Adding a new flag to an existing command, adding new task metadata fields\n 44→- **Major**: Breaking changes that require users to update their usage\n 45→ - Example: Renaming a command, changing the format of the tasks.json file\n 46→\n 47→### 5. Writing Good Changeset Descriptions\n 48→\n 49→Your changeset description should:\n 50→\n 51→- Be written for end-users, not developers\n 52→- Clearly explain what changed and why\n 53→- Include any migration steps or backward compatibility notes\n 54→- Reference related issues or pull requests with `#issue-number`\n 55→\n 56→Examples:\n 57→\n 58→```md\n 59→# Good\n 60→\n 61→Added new `--research` flag to the `expand` command that uses Perplexity AI\n 62→to provide research-backed task expansions. Requires PERPLEXITY_API_KEY\n 63→environment variable.\n 64→\n 65→# Not Good\n 66→\n 67→Fixed stuff and added new flag\n 68→```\n 69→\n 70→### 6. Committing Your Changes\n 71→\n 72→Commit both your code changes and the generated changeset file:\n 73→\n 74→```bash\n 75→git add .\n 76→git commit -m \"Add feature X with changeset\"\n 77→git push\n 78→```\n 79→\n 80→### 7. Pull Request Process\n 81→\n 82→1. Open a pull request\n 83→2. Ensure CI passes\n 84→3. Await code review\n 85→4. Once approved and merged, your changeset will be used during the next release\n 86→\n 87→## Release Process (for Maintainers)\n 88→\n 89→When it's time to make a release:\n 90→\n 91→1. Ensure all desired changesets are merged\n 92→2. Run `npx changeset version` to update package versions and changelog\n 93→3. Review and commit the changes\n 94→4. Run `npm publish` to publish to npm\n 95→\n 96→This can be automated through Github Actions\n 97→\n 98→## Common Issues and Solutions\n 99→\n 100→- **Merge Conflicts in Changeset Files**: Resolve just like any other merge conflict\n 101→- **Multiple Changes in One PR**: Create multiple changesets if changes affect different areas\n 102→- **Accidentally Committed Without Changeset**: Create the changeset after the fact and commit it separately\n 103→\n 104→## Additional Resources\n 105→\n 106→- [Changesets Documentation](https://github.com/changesets/changesets)\n 107→- [Common Questions](https://github.com/changesets/changesets/blob/main/docs/common-questions.md)\n 108→\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"7d62ee2a-b304-45d8-987e-4a17626e7797"} +{"type":"assistant","message":{"id":"msg_011Sqf7e3z7EpVgzYxVUWZV1","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01MdL4vMWR7ujakPueyYseyb","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.changeset/README.md","old_string":"Added new `--research` flag to the `expand` command that uses Perplexity AI\nto provide research-backed task expansions. Requires PERPLEXITY_API_KEY\nenvironment variable.","new_string":"Added new `--research` flag to the `expand` command that uses your configured research model\nto provide research-backed task expansions. Requires appropriate API key\nfor your research model."}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1394,"cache_read_input_tokens":49497,"cache_creation":{"ephemeral_5m_input_tokens":1394,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"bdd0978f-6fa1-4e12-b8cd-f27e504dd491"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MdL4vMWR7ujakPueyYseyb","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/.changeset/README.md has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 57→\n 58→```md\n 59→# Good\n 60→\n 61→Added new `--research` flag to the `expand` command that uses your configured research model\n 62→to provide research-backed task expansions. Requires appropriate API key\n 63→for your research model.\n 64→\n 65→# Not Good\n 66→\n 67→Fixed stuff and added new flag"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"d85874ef-db63-4b41-a1f8-8ab4ddcbfd39"} +{"type":"assistant","message":{"id":"msg_015DSAocneeyuDo9WJRsbZfM","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01S4wqccpzGsMyxLSsr8Fguy","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.kiro/steering/dev_workflow.md","limit":10,"offset":1}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":414,"cache_read_input_tokens":50891,"cache_creation":{"ephemeral_5m_input_tokens":414,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"f0e23c83-4f48-4f58-b428-32f85a00016b"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01S4wqccpzGsMyxLSsr8Fguy","type":"tool_result","content":" 1→---\n 2→inclusion: always\n 3→---\n 4→\n 5→# Taskmaster Development Workflow\n 6→\n 7→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.\n 8→\n 9→- **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.\n 10→- **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.\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"ecb45f3b-c802-42f6-816d-b308695382ac"} +{"type":"assistant","message":{"id":"msg_012P7NXN8UPVk681vVg6ssUa","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01LKPowSqP89w7UXBRq19aqk","name":"Grep","input":{"pattern":"Perplexity AI","path":"/home/runner/work/claude-task-master/claude-task-master/.kiro/steering/dev_workflow.md","output_mode":"content","-n":true}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":395,"cache_read_input_tokens":51305,"cache_creation":{"ephemeral_5m_input_tokens":395,"ephemeral_1h_input_tokens":0},"output_tokens":33,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"61506e94-eaaf-48fa-a442-9e64b3c498e1"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LKPowSqP89w7UXBRq19aqk","type":"tool_result","content":"232:- Add `--research` flag to leverage Perplexity AI for research-backed expansion."}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"6963f2c9-b2b5-4d1b-99b5-9a8e63986ce8"} +{"type":"assistant","message":{"id":"msg_01EusQHU7p5BS5uzhbmVTWBV","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01GLSmUEMqRGKYo9wLqD3Hde","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.kiro/steering/dev_workflow.md","old_string":"- Add `--research` flag to leverage Perplexity AI for research-backed expansion.","new_string":"- Add `--research` flag to leverage your configured research model for research-backed expansion."}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":174,"cache_read_input_tokens":51700,"cache_creation":{"ephemeral_5m_input_tokens":174,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"273fd274-3357-44f1-966e-faa7e3073081"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01GLSmUEMqRGKYo9wLqD3Hde","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/.kiro/steering/dev_workflow.md has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 228→## Task Breakdown Process\n 229→\n 230→- Use `expand_task` / `task-master expand --id=`. It automatically uses the complexity report if found, otherwise generates default number of subtasks.\n 231→- Use `--num=` to specify an explicit number of subtasks, overriding defaults or complexity report recommendations.\n 232→- Add `--research` flag to leverage your configured research model for research-backed expansion.\n 233→- Add `--force` flag to clear existing subtasks before generating new ones (default is to append).\n 234→- Use `--prompt=\"\"` to provide additional context when needed.\n 235→- Review and adjust generated subtasks as necessary.\n 236→- Use `expand_all` tool or `task-master expand --all` to expand multiple pending tasks at once, respecting flags like `--force` and `--research`."}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"7ece3db4-47d5-453f-9778-8af8bd49d508"} +{"type":"assistant","message":{"id":"msg_01NFtQSfjSheWWdiZAUVYyDY","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01WrHwo63Lz9aYa5nUBwPyhV","name":"Grep","input":{"pattern":"Perplexity AI","path":"/home/runner/work/claude-task-master/claude-task-master","output_mode":"content"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":449,"cache_read_input_tokens":51874,"cache_creation":{"ephemeral_5m_input_tokens":449,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"3acbca90-36a5-4ce0-9b50-28038c304f25"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01WrHwo63Lz9aYa5nUBwPyhV","type":"tool_result","content":"/home/runner/work/claude-task-master/claude-task-master/CHANGELOG.md:- [#240](https://github.com/eyaltoledano/claude-task-master/pull/240) [`9a48278`](https://github.com/eyaltoledano/claude-task-master/commit/9a482789f7894f57f655fb8d30ba68542bd0df63) Thanks [@eyaltoledano](https://github.com/eyaltoledano)! - Tweaks Perplexity AI calls for research mode to max out input tokens and get day-fresh information - Forces temp at 0.1 for highly deterministic output, no variations - Adds a system prompt to further improve the output - Correctly uses the maximum input tokens (8,719, used 8,700) for perplexity - Specificies to use a high degree of research across the web - Specifies to use information that is as fresh as today; this support stuff like capturing brand new announcements like new GPT models and being able to query for those in research. 🔥\n/home/runner/work/claude-task-master/claude-task-master/public/assets/rules/dev_workflow.mdc:- Add `--research` flag to leverage Perplexity AI for research-backed expansion.\n/home/runner/work/claude-task-master/claude-task-master/public/assets/.windsurfrules: - Add `--research` flag to leverage Perplexity AI for research-backed expansion\n/home/runner/work/claude-task-master/claude-task-master/public/assets/.windsurfrules: - `--research`: Use Perplexity AI for research-backed generation\n/home/runner/work/claude-task-master/claude-task-master/public/assets/.windsurfrules: - `--research, -r`: Use Perplexity AI for research-backed analysis\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx: # Use research-backed updates with Perplexity AI\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx: # Use research-backed updates with Perplexity AI\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx: # Use Perplexity AI for research-backed complexity analysis\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/ai-development-workflow.mdx: For research-backed subtask generation using Perplexity AI:\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/cli-root-commands.mdx: # Use research-backed updates with Perplexity AI\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/cli-root-commands.mdx: # Use research-backed updates with Perplexity AI\n/home/runner/work/claude-task-master/claude-task-master/scripts/modules/commands.js:\t\t\t'Use Perplexity AI for research-backed task generation, providing more comprehensive and accurate task breakdown'\n/home/runner/work/claude-task-master/claude-task-master/scripts/modules/commands.js:\t\t\t\t\t\t`${chalk.white.bold('Parse PRD Help')}\\n\\n${chalk.cyan('Usage:')}\\n task-master parse-prd [options]\\n\\n${chalk.cyan('Options:')}\\n -i, --input Path to the PRD file (alternative to positional argument)\\n -o, --output Output file path (default: .taskmaster/tasks/tasks.json)\\n -n, --num-tasks Number of tasks to generate (default: 10)\\n -f, --force Skip confirmation when overwriting existing tasks\\n --append Append new tasks to existing tasks.json instead of overwriting\\n -r, --research Use Perplexity AI for research-backed task generation\\n\\n${chalk.cyan('Example:')}\\n task-master parse-prd requirements.txt --num-tasks 15\\n task-master parse-prd --input=requirements.txt\\n task-master parse-prd --force\\n task-master parse-prd requirements_v2.txt --append\\n task-master parse-prd requirements.txt --research\\n\\n${chalk.yellow('Note: This command will:')}\\n 1. Look for a PRD file at ${TASKMASTER_DOCS_DIR}/PRD.md by default\\n 2. Use the file specified by --input or positional argument if provided\\n 3. Generate tasks from the PRD and either:\\n - Overwrite any existing tasks.json file (default)\\n - Append to existing tasks.json if --append is used`,\n/home/runner/work/claude-task-master/claude-task-master/scripts/modules/commands.js:\t\t\t\t\t\t\t'Using Perplexity AI for research-backed task generation'\n/home/runner/work/claude-task-master/claude-task-master/scripts/modules/commands.js:\t\t\t'Use Perplexity AI for research-backed task updates'\n/home/runner/work/claude-task-master/claude-task-master/scripts/modules/commands.js:\t\t\t\t\tchalk.blue('Using Perplexity AI for research-backed task updates')\n/home/runner/work/claude-task-master/claude-task-master/scripts/modules/commands.js:\t\t\t'Use Perplexity AI for research-backed task updates'\n/home/runner/work/claude-task-master/claude-task-master/scripts/modules/commands.js:\t\t\t\t\t\t\tchalk.blue('Using Perplexity AI for research-backed task update')\n/home/runner/work/claude-task-master/claude-task-master/scripts/modules/commands.js:\t\t.option('-r, --research', 'Use Perplexity AI for research-backed updates')\n/home/runner/work/claude-task-master/claude-task-master/scripts/modules/commands.js:\t\t\t\t\t\t\t\t'Using Perplexity AI for research-backed subtask update'\n/home/runner/work/claude-task-master/claude-task-master/scripts/modules/commands.js:\t\t\t\t\t\t'Using Perplexity AI for research-backed complexity analysis'\n/home/runner/work/claude-task-master/claude-task-master/scripts/modules/task-manager/update-task-by-id.js:\t\t\t\t\tchalk.yellow('Perplexity AI not available. Falling back to main AI.')\n/home/runner/work/claude-task-master/claude-task-master/.cursor/rules/dev_workflow.mdc:- Add `--research` flag to leverage Perplexity AI for research-backed expansion.\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/tasks/tasks.json: \"details\": \"Implement the addResearch function in the MCP server's index.js file to enable research-backed functionality. This should include proper integration with Perplexity AI and ensure that all MCP tools requiring research capabilities have access to this functionality.\",\n/home/runner/work/claude-task-master/claude-task-master/.taskmaster/tasks/tasks.json: \"description\": \"Develop a service module that handles all interactions with the Perplexity AI API, including authentication, request formatting, and response handling.\",\n/home/runner/work/claude-task-master/claude-task-master/mcp-server/src/core/direct-functions/parse-prd.js:\t\t\t'Research mode enabled. Using Perplexity AI for enhanced PRD analysis.'\n/home/runner/work/claude-task-master/claude-task-master/mcp-server/src/core/direct-functions/analyze-task-complexity.js: * @param {boolean} [args.research] - Use Perplexity AI for research-backed complexity analysis\n/home/runner/work/claude-task-master/claude-task-master/mcp-server/src/tools/analyze.js:\t\t\t\t.describe('Use Perplexity AI for research-backed analysis.'),\n/home/runner/work/claude-task-master/claude-task-master/mcp-server/src/tools/update-task.js:\t\t\t\t.describe('Use Perplexity AI for research-backed updates'),\n/home/runner/work/claude-task-master/claude-task-master/mcp-server/src/tools/update.js:\t\t\t\t.describe('Use Perplexity AI for research-backed updates'),\n/home/runner/work/claude-task-master/claude-task-master/mcp-server/src/tools/update-subtask.js:\t\t\t\t.describe('Use Perplexity AI for research-backed updates'),"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"a70dc670-d9b4-4bea-92fc-9a3a67b9c8ef"} +{"type":"assistant","message":{"id":"msg_01Tvy6oBerUmsMhmV74TBCxB","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01BCA8Fuc1FJNzczYKAS5cyG","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/public/assets/rules/dev_workflow.mdc","old_string":"- Add `--research` flag to leverage Perplexity AI for research-backed expansion.","new_string":"- Add `--research` flag to leverage your configured research model for research-backed expansion."}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":2316,"cache_read_input_tokens":52323,"cache_creation":{"ephemeral_5m_input_tokens":2316,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"116dedec-5d9d-4863-8e32-a22ca72c7e83"} +{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"File has not been read yet. Read it first before writing to it.","is_error":true,"tool_use_id":"toolu_01BCA8Fuc1FJNzczYKAS5cyG"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"afc52970-a708-4d32-9b70-0ca40de717ce"} +{"type":"assistant","message":{"id":"msg_01GerNTozLMpduFhaJsNDVuL","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01QVAY8MHib7GqvauKvATuS2","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/public/assets/rules/dev_workflow.mdc","limit":5}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":229,"cache_read_input_tokens":54639,"cache_creation":{"ephemeral_5m_input_tokens":229,"ephemeral_1h_input_tokens":0},"output_tokens":32,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"59538221-315e-470d-be39-431afe8ea617"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01QVAY8MHib7GqvauKvATuS2","type":"tool_result","content":" 1→---\n 2→description: Guide for using Taskmaster to manage task-driven development workflows\n 3→globs: **/*\n 4→alwaysApply: true\n 5→---\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"94abf94a-e08f-4c4a-97b0-94c2c80c4b91"} +{"type":"assistant","message":{"id":"msg_014dERYwHRGiNTdJzzzKPv9r","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_011n2wqsC6stVADTwYT97bj8","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/public/assets/rules/dev_workflow.mdc","old_string":"- Add `--research` flag to leverage Perplexity AI for research-backed expansion.","new_string":"- Add `--research` flag to leverage your configured research model for research-backed expansion."}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":228,"cache_read_input_tokens":54868,"cache_creation":{"ephemeral_5m_input_tokens":228,"ephemeral_1h_input_tokens":0},"output_tokens":40,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"a113133a-c49a-4c32-875d-d8ef5668073b"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011n2wqsC6stVADTwYT97bj8","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/public/assets/rules/dev_workflow.mdc has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 230→## Task Breakdown Process\n 231→\n 232→- Use `expand_task` / `task-master expand --id=`. It automatically uses the complexity report if found, otherwise generates default number of subtasks.\n 233→- Use `--num=` to specify an explicit number of subtasks, overriding defaults or complexity report recommendations.\n 234→- Add `--research` flag to leverage your configured research model for research-backed expansion.\n 235→- Add `--force` flag to clear existing subtasks before generating new ones (default is to append).\n 236→- Use `--prompt=\"\"` to provide additional context when needed.\n 237→- Review and adjust generated subtasks as necessary.\n 238→- Use `expand_all` tool or `task-master expand --all` to expand multiple pending tasks at once, respecting flags like `--force` and `--research`."}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"d60a94dd-2f40-405a-9f24-aabc93dec53b"} +{"type":"assistant","message":{"id":"msg_016N4iek5apCpdhzNwf6ru41","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01F8VnPj1CRJHt87ERFymxX8","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/public/assets/.windsurfrules","limit":5}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":446,"cache_read_input_tokens":55096,"cache_creation":{"ephemeral_5m_input_tokens":446,"ephemeral_1h_input_tokens":0},"output_tokens":33,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"836fb19e-ef3d-4985-838c-47ba2efe8d51"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01F8VnPj1CRJHt87ERFymxX8","type":"tool_result","content":" 1→Below you will find a variety of important rules spanning:\n 2→\n 3→- the dev_workflow\n 4→- the .windsurfrules document self-improvement workflow\n 5→- the template to follow when modifying or adding new sections/rules to this document.\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"c39a0efd-eaad-4c06-bba5-32710a643fcd"} +{"type":"assistant","message":{"id":"msg_016Gw9SKDMVkgFFXwyvD4A1c","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01JZLZycxMbWtY8ZyVj5xvL5","name":"MultiEdit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/public/assets/.windsurfrules","edits":[{"old_string":" - Add `--research` flag to leverage Perplexity AI for research-backed expansion","new_string":" - Add `--research` flag to leverage your configured research model for research-backed expansion"},{"old_string":" - `--research`: Use Perplexity AI for research-backed generation","new_string":" - `--research`: Use your configured research model for research-backed generation"},{"old_string":" - `--research, -r`: Use Perplexity AI for research-backed analysis","new_string":" - `--research, -r`: Use your configured research model for research-backed analysis"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":242,"cache_read_input_tokens":55542,"cache_creation":{"ephemeral_5m_input_tokens":242,"ephemeral_1h_input_tokens":0},"output_tokens":36,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"91eaafb7-817d-499a-b4ac-9f3fd3ffe947"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01JZLZycxMbWtY8ZyVj5xvL5","type":"tool_result","content":"Applied 3 edits to /home/runner/work/claude-task-master/claude-task-master/public/assets/.windsurfrules:\n1. Replaced \" - Add `--research` flag to leverage Perplexity A...\" with \" - Add `--research` flag to leverage your configu...\"\n2. Replaced \" - `--research`: Use Perplexity AI for research...\" with \" - `--research`: Use your configured research m...\"\n3. Replaced \" - `--research, -r`: Use Perplexity AI for rese...\" with \" - `--research, -r`: Use your configured resear...\""}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"82571ee3-b4c3-4f22-9736-b6d2494f0794"} +{"type":"assistant","message":{"id":"msg_014Vbu1mdB9gwPb34k36FWo7","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01BWn1aZnGTzAwe4Pd7cGfCs","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.cursor/rules/dev_workflow.mdc","limit":5}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":424,"cache_read_input_tokens":55784,"cache_creation":{"ephemeral_5m_input_tokens":424,"ephemeral_1h_input_tokens":0},"output_tokens":6,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"297fc5d8-3c7b-4c5b-a215-fd646d2f5ade"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01BWn1aZnGTzAwe4Pd7cGfCs","type":"tool_result","content":" 1→---\n 2→description: Guide for using Taskmaster to manage task-driven development workflows\n 3→globs: **/*\n 4→alwaysApply: true\n 5→---\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"759b7054-fd2b-4be8-9fa6-9b035b09de27"} +{"type":"assistant","message":{"id":"msg_01FLPvX7r4ZnSbDMAxBwJVqt","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_014BQ358CEr39fwyHcoia27t","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.cursor/rules/dev_workflow.mdc","old_string":"- Add `--research` flag to leverage Perplexity AI for research-backed expansion.","new_string":"- Add `--research` flag to leverage your configured research model for research-backed expansion."}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":5,"cache_creation_input_tokens":305,"cache_read_input_tokens":56208,"cache_creation":{"ephemeral_5m_input_tokens":305,"ephemeral_1h_input_tokens":0},"output_tokens":40,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"b524f94d-c9ec-4fae-b27b-11639ba7619d"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014BQ358CEr39fwyHcoia27t","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/.cursor/rules/dev_workflow.mdc has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 230→## Task Breakdown Process\n 231→\n 232→- Use `expand_task` / `task-master expand --id=`. It automatically uses the complexity report if found, otherwise generates default number of subtasks.\n 233→- Use `--num=` to specify an explicit number of subtasks, overriding defaults or complexity report recommendations.\n 234→- Add `--research` flag to leverage your configured research model for research-backed expansion.\n 235→- Add `--force` flag to clear existing subtasks before generating new ones (default is to append).\n 236→- Use `--prompt=\"\"` to provide additional context when needed.\n 237→- Review and adjust generated subtasks as necessary.\n 238→- Use `expand_all` tool or `task-master expand --all` to expand multiple pending tasks at once, respecting flags like `--force` and `--research`."}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"eeec67c4-61f4-40d2-ae19-f2456c736b8f"} +{"type":"assistant","message":{"id":"msg_01VR2aac6P7MuvGYH1aWCqWz","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_012W9utYdfgUuMuRHvByZCBn","name":"TodoWrite","input":{"todos":[{"content":"Review README-task-master.md for Perplexity-specific references","status":"completed"},{"content":"Review docs/command-reference.md for Perplexity-specific references","status":"completed"},{"content":"Review .taskmaster/docs/README.md for Perplexity-specific references","status":"completed"},{"content":"Review public/assets/scripts_README.md for Perplexity-specific references","status":"completed"},{"content":"Update all identified references to use 'configured research model'","status":"completed"},{"content":"Verify all changes are consistent","status":"completed"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":5,"cache_creation_input_tokens":442,"cache_read_input_tokens":56513,"cache_creation":{"ephemeral_5m_input_tokens":442,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"28084314-3a48-4458-91f8-9adc6ca3ecec"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_012W9utYdfgUuMuRHvByZCBn","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"2b7a50c8-464c-4467-9533-0fc8896ad84a"} +{"type":"assistant","message":{"id":"msg_01RsrZU5XWNuYJGdDrzf49EM","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01Y43G1oAkpyLgERQu1YiQCM","name":"Grep","input":{"pattern":"configured research model|research model","path":"/home/runner/work/claude-task-master/claude-task-master","output_mode":"files_with_matches","glob":"README-task-master.md"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":5,"cache_creation_input_tokens":394,"cache_read_input_tokens":56955,"cache_creation":{"ephemeral_5m_input_tokens":394,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"ca5c340d-e9e1-433e-b13b-6985fdb2ada1"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Y43G1oAkpyLgERQu1YiQCM","type":"tool_result","content":"Found 1 file\n/home/runner/work/claude-task-master/claude-task-master/README-task-master.md"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"cc693078-d9c3-4d23-9e6b-01be43b225f9"} +{"type":"assistant","message":{"id":"msg_019to1W4ufmh7srN4o4JJ5Mx","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_013poDR13BUoKzyCWkVcRYWP","name":"Grep","input":{"pattern":"configured research model|research model","path":"/home/runner/work/claude-task-master/claude-task-master","output_mode":"files_with_matches","glob":"docs/command-reference.md"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":5,"cache_creation_input_tokens":199,"cache_read_input_tokens":57349,"cache_creation":{"ephemeral_5m_input_tokens":199,"ephemeral_1h_input_tokens":0},"output_tokens":32,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"d4b24396-ad57-4b8e-b79b-253b77ec259a"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013poDR13BUoKzyCWkVcRYWP","type":"tool_result","content":"Found 1 file\n/home/runner/work/claude-task-master/claude-task-master/docs/command-reference.md"}]},"parent_tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"d2e7e838-9581-4a55-8f6d-8bdc9dd0f379"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01VLuWbcUrZht6buM2XiChPX","type":"tool_result","content":[{"type":"text","text":"Perfect! I have successfully completed Subtask 1.1. Here's a summary of what I accomplished:\n\n## Subtask 1.1 Completion Summary\n\n**OBJECTIVE**: Update all Perplexity-specific references in main documentation files to use \"configured research model\" instead of \"Perplexity AI\".\n\n### Files Successfully Updated:\n\n1. **README-task-master.md**\n - Updated 2 references from \"Perplexity AI\" to \"configured research model\"\n - Changed research-backed generation description\n - Updated analyze-complexity command help text\n\n2. **docs/command-reference.md** \n - Updated 1 reference in analyze-complexity command documentation\n - Changed from \"Use Perplexity AI for research-backed complexity analysis\" to \"Use your configured research model\"\n\n3. **/.taskmaster/docs/README.md**\n - Updated 9 references throughout the file\n - Completely revised AI Integration section to be model-agnostic\n - Updated all command examples and descriptions\n - Changed references to fallback behavior and configuration instructions\n\n4. **public/assets/scripts_README.md**\n - Updated 6 references throughout the file\n - Updated AI Integration section\n - Changed command examples and descriptions\n - Updated configuration instructions\n\n### Additional Consistency Updates Made:\n\n5. **/.changeset/README.md** - Updated example changeset description\n6. **/.kiro/steering/dev_workflow.md** - Updated research flag description\n7. **/public/assets/rules/dev_workflow.mdc** - Updated research flag description \n8. **/public/assets/.windsurfrules** - Updated 3 research-related references\n9. **/.cursor/rules/dev_workflow.mdc** - Updated research flag description\n\n### Key Changes Made:\n\n- ✅ Changed \"Perplexity AI\" to \"configured research model\" or \"your configured research model\"\n- ✅ Updated instructions to reference model configuration via `task-master models --setup`\n- ✅ Maintained references to Perplexity as an example provider where appropriate\n- ✅ Ensured consistency with recent changes in CLI commands\n- ✅ Preserved historical changelog entries (left unchanged as they document past changes)\n\n### Success Criteria Met:\n\n- ✅ All main documentation files updated as specified\n- ✅ References to \"Perplexity AI for research\" changed to \"configured research model\"\n- ✅ Perplexity kept as example provider where contextually appropriate \n- ✅ Consistency maintained across all documentation\n- ✅ Changes align with recent updates to CLI commands\n\n**Subtask 1.1 is now COMPLETE** - All Perplexity-specific references in the main documentation have been systematically updated to use the more generic \"configured research model\" terminology, ensuring consistency with the recent CLI changes and allowing users flexibility in their research model choice."}]}]},"parent_tool_use_id":null,"session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"eb1ae52a-82b0-426e-a7d6-3fbe910f30b1"} 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Master commands\"\n 4→---\n 5→\n 6→\n 7→ \n 8→ ```bash\n 9→ # Parse a PRD file and generate tasks\n 10→ task-master parse-prd \n 11→\n 12→ # Limit the number of tasks generated\n 13→ task-master parse-prd --num-tasks=10\n 14→ ```\n 15→ \n 16→\n 17→ \n 18→ ```bash\n 19→ # List all tasks\n 20→ task-master list\n 21→\n 22→ # List tasks with a specific status\n 23→ task-master list --status=\n 24→\n 25→ # List tasks with subtasks\n 26→ task-master list --with-subtasks\n 27→\n 28→ # List tasks with a specific status and include subtasks\n 29→ task-master list --status= --with-subtasks\n 30→ ```\n 31→ \n 32→\n 33→ \n 34→ ```bash\n 35→ # Show the next task to work on based on dependencies and status\n 36→ task-master next\n 37→ ```\n 38→ \n 39→\n 40→ \n 41→ ```bash\n 42→ # Show details of a specific task\n 43→ task-master show \n 44→ # or\n 45→ task-master show --id=\n 46→\n 47→ # View a specific subtask (e.g., subtask 2 of task 1)\n 48→ task-master show 1.2\n 49→ ```\n 50→ \n 51→\n 52→ \n 53→ ```bash\n 54→ # Update tasks from a specific ID and provide context\n 55→ task-master update --from= --prompt=\"\"\n 56→ ```\n 57→ \n 58→\n 59→ \n 60→ ```bash\n 61→ # Update a single task by ID with new information\n 62→ task-master update-task --id= --prompt=\"\"\n 63→\n 64→ # Use research-backed updates with Perplexity AI\n 65→ task-master update-task --id= --prompt=\"\" --research\n 66→ ```\n 67→ \n 68→\n 69→ \n 70→ ```bash\n 71→ # Append additional information to a specific subtask\n 72→ task-master update-subtask --id= --prompt=\"\"\n 73→\n 74→ # Example: Add details about API rate limiting to subtask 2 of task 5\n 75→ task-master update-subtask --id=5.2 --prompt=\"Add rate limiting of 100 requests per minute\"\n 76→\n 77→ # Use research-backed updates with Perplexity AI\n 78→ task-master update-subtask --id= --prompt=\"\" --research\n 79→ ```\n 80→\n 81→ Unlike the `update-task` command which replaces task information, the `update-subtask` command _appends_ new information to the existing subtask details, marking it with a timestamp. This is useful for iteratively enhancing subtasks while preserving the original content.\n 82→ \n 83→\n 84→ \n 85→ ```bash\n 86→ # Generate individual task files from tasks.json\n 87→ task-master generate\n 88→ ```\n 89→ \n 90→\n 91→ \n 92→ ```bash\n 93→ # Set status of a single task\n 94→ task-master set-status --id= --status=\n 95→\n 96→ # Set status for multiple tasks\n 97→ task-master set-status --id=1,2,3 --status=\n 98→\n 99→ # Set status for subtasks\n 100→ task-master set-status --id=1.1,1.2 --status=\n 101→ ```\n 102→\n 103→ When marking a task as \"done\", all of its subtasks will automatically be marked as \"done\" as well.\n 104→ \n 105→\n 106→ \n 107→ ```bash\n 108→ # Expand a specific task with subtasks\n 109→ task-master expand --id= --num=\n 110→\n 111→ # Expand with additional context\n 112→ task-master expand --id= --prompt=\"\"\n 113→\n 114→ # Expand all pending tasks\n 115→ task-master expand --all\n 116→\n 117→ # Force regeneration of subtasks for tasks that already have them\n 118→ task-master expand --all --force\n 119→\n 120→ # Research-backed subtask generation for a specific task\n 121→ task-master expand --id= --research\n 122→\n 123→ # Research-backed generation for all tasks\n 124→ task-master expand --all --research\n 125→ ```\n 126→ \n 127→\n 128→ \n 129→ ```bash\n 130→ # Clear subtasks from a specific task\n 131→ task-master clear-subtasks --id=\n 132→\n 133→ # Clear subtasks from multiple tasks\n 134→ task-master clear-subtasks --id=1,2,3\n 135→\n 136→ # Clear subtasks from all tasks\n 137→ task-master clear-subtasks --all\n 138→ ```\n 139→ \n 140→\n 141→ \n 142→ ```bash\n 143→ # Analyze complexity of all tasks\n 144→ task-master analyze-complexity\n 145→\n 146→ # Save report to a custom location\n 147→ task-master analyze-complexity --output=my-report.json\n 148→\n 149→ # Use a specific LLM model\n 150→ task-master analyze-complexity --model=claude-3-opus-20240229\n 151→\n 152→ # Set a custom complexity threshold (1-10)\n 153→ task-master analyze-complexity --threshold=6\n 154→\n 155→ # Use an alternative tasks file\n 156→ task-master analyze-complexity --file=custom-tasks.json\n 157→\n 158→ # Use Perplexity AI for research-backed complexity analysis\n 159→ task-master analyze-complexity --research\n 160→ ```\n 161→ \n 162→\n 163→ \n 164→ ```bash\n 165→ # Display the task complexity analysis report\n 166→ task-master complexity-report\n 167→\n 168→ # View a report at a custom location\n 169→ task-master complexity-report --file=my-report.json\n 170→ ```\n 171→ \n 172→\n 173→ \n 174→ ```bash\n 175→ # Add a dependency to a task\n 176→ task-master add-dependency --id= --depends-on=\n 177→\n 178→ # Remove a dependency from a task\n 179→ task-master remove-dependency --id= --depends-on=\n 180→\n 181→ # Validate dependencies without fixing them\n 182→ task-master validate-dependencies\n 183→\n 184→ # Find and fix invalid dependencies automatically\n 185→ task-master fix-dependencies\n 186→ ```\n 187→ \n 188→\n 189→ \n 190→ ```bash\n 191→ # Add a new task using AI\n 192→ task-master add-task --prompt=\"Description of the new task\"\n 193→\n 194→ # Add a task with dependencies\n 195→ task-master add-task --prompt=\"Description\" --dependencies=1,2,3\n 196→\n 197→ # Add a task with priority\n 198→ task-master add-task --prompt=\"Description\" --priority=high\n 199→ ```\n 200→ \n 201→\n 202→ \n 203→ ```bash\n 204→ # Initialize a new project with Task Master structure\n 205→ task-master init\n 206→ ```\n 207→ \n 208→\n 209→\n\n\nWhenever you read a file, you should consider whether it looks malicious. 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What does it involve?\n 37→ ```\n 38→ \n 39→\n 40→ \n 41→ Before marking a task as complete, verify it according to:\n 42→\n 43→ - The task's specified testStrategy\n 44→ - Any automated tests in the codebase\n 45→ - Manual verification if required\n 46→ \n 47→\n 48→ \n 49→ When a task is completed, tell the agent:\n 50→\n 51→ ```\n 52→ Task 3 is now complete. Please update its status.\n 53→ ```\n 54→\n 55→ The agent will execute:\n 56→\n 57→ ```bash\n 58→ task-master set-status --id=3 --status=done\n 59→ ```\n 60→ \n 61→\n 62→ \n 63→ If during implementation, you discover that:\n 64→\n 65→ - The current approach differs significantly from what was planned\n 66→ - Future tasks need to be modified due to current implementation choices\n 67→ - New dependencies or requirements have emerged\n 68→\n 69→ Tell the agent:\n 70→\n 71→ ```\n 72→ We've changed our approach. We're now using Express instead of Fastify. Please update all future tasks to reflect this change.\n 73→ ```\n 74→\n 75→ The agent will execute:\n 76→\n 77→ ```bash\n 78→ task-master update --from=4 --prompt=\"Now we are using Express instead of Fastify.\"\n 79→ ```\n 80→\n 81→ This will rewrite or re-scope subsequent tasks in tasks.json while preserving completed work.\n 82→ \n 83→\n 84→ \n 85→ For complex tasks that need more granularity:\n 86→\n 87→ ```\n 88→ Task 5 seems complex. Can you break it down into subtasks?\n 89→ ```\n 90→\n 91→ The agent will execute:\n 92→\n 93→ ```bash\n 94→ task-master expand --id=5 --num=3\n 95→ ```\n 96→\n 97→ You can provide additional context:\n 98→\n 99→ ```\n 100→ Please break down task 5 with a focus on security considerations.\n 101→ ```\n 102→\n 103→ The agent will execute:\n 104→\n 105→ ```bash\n 106→ task-master expand --id=5 --prompt=\"Focus on security aspects\"\n 107→ ```\n 108→\n 109→ You can also expand all pending tasks:\n 110→\n 111→ ```\n 112→ Please break down all pending tasks into subtasks.\n 113→ ```\n 114→\n 115→ The agent will execute:\n 116→\n 117→ ```bash\n 118→ task-master expand --all\n 119→ ```\n 120→\n 121→ For research-backed subtask generation using Perplexity AI:\n 122→\n 123→ ```\n 124→ Please break down task 5 using research-backed generation.\n 125→ ```\n 126→\n 127→ The agent will execute:\n 128→\n 129→ ```bash\n 130→ task-master expand --id=5 --research\n 131→ ```\n 132→ \n 133→\n 134→\n 135→## Example Cursor AI Interactions\n 136→\n 137→\n 138→ \n 139→ ```\n 140→ I've just initialized a new project with Claude Task Master. I have a PRD at scripts/prd.txt.\n 141→ Can you help me parse it and set up the initial tasks?\n 142→ ```\n 143→ \n 144→ \n 145→ ```\n 146→ What's the next task I should work on? Please consider dependencies and priorities.\n 147→ ```\n 148→ \n 149→ \n 150→ ```\n 151→ I'd like to implement task 4. Can you help me understand what needs to be done and how to approach it?\n 152→ ```\n 153→ \n 154→ \n 155→ ```\n 156→ I need to regenerate the subtasks for task 3 with a different approach. Can you help me clear and regenerate them?\n 157→ ```\n 158→ \n 159→ \n 160→ ```\n 161→ We've decided to use MongoDB instead of PostgreSQL. Can you update all future tasks to reflect this change?\n 162→ ```\n 163→ \n 164→ \n 165→ ```\n 166→ I've finished implementing the authentication system described in task 2. All tests are passing.\n 167→ Please mark it as complete and tell me what I should work on next.\n 168→ ```\n 169→ \n 170→ \n 171→ ```\n 172→ Can you analyze the complexity of our tasks to help me understand which ones need to be broken down further?\n 173→ ```\n 174→ \n 175→ \n 176→ ```\n 177→ Can you show me the complexity report in a more readable format?\n 178→ ```\n 179→ \n 180→\n 181→\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"5b8eb591-f4da-46ce-a831-3de802b96d0f"} +{"type":"assistant","message":{"id":"msg_01X8NKaWt1KySuTNX6NQs95M","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01CezF2Fd4uBv4ZukqzMYE7c","name":"Bash","input":{"command":"task-master set-status --id=1.2 --status=in-progress","description":"Mark subtask 1.2 as in-progress"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":2060,"cache_read_input_tokens":17862,"cache_creation":{"ephemeral_5m_input_tokens":2060,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"90429f3d-c4b5-4daa-bf07-20104570b835"} +{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"This command requires approval","is_error":true,"tool_use_id":"toolu_01CezF2Fd4uBv4ZukqzMYE7c"}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"7c73ead8-30d3-4b9a-8450-6860ad2578a4"} +{"type":"assistant","message":{"id":"msg_017UeCLZRDZg2xB8GvXbEJU5","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01NHDCFiuq41wnTjY1nZJtnj","name":"MultiEdit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx","edits":[{"old_string":" # Use research-backed updates with Perplexity AI\n task-master update-task --id= --prompt=\"\" --research","new_string":" # Use research-backed updates with configured research model\n task-master update-task --id= --prompt=\"\" --research"},{"old_string":" # Use research-backed updates with Perplexity AI\n task-master update-subtask --id= --prompt=\"\" --research","new_string":" # Use research-backed updates with configured research model\n task-master update-subtask --id= --prompt=\"\" --research"},{"old_string":" # Use Perplexity AI for research-backed complexity analysis\n task-master analyze-complexity --research","new_string":" # Use configured research model for research-backed complexity analysis\n task-master analyze-complexity --research"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":8,"cache_creation_input_tokens":140,"cache_read_input_tokens":19922,"cache_creation":{"ephemeral_5m_input_tokens":140,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"6c2732bb-fad0-407e-8cfa-8bf1fca8ed57"} +{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"File has not been read yet. Read it first before writing to it.","is_error":true,"tool_use_id":"toolu_01NHDCFiuq41wnTjY1nZJtnj"}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"cbd2d610-7cd4-400b-8a02-bd2cce0c7dcb"} +{"type":"assistant","message":{"id":"msg_01REBc488S68whsWfns8sTfY","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01LGySrx9ztrjjEzK2tSwDGA","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx","old_string":" # Use research-backed updates with Perplexity AI\n task-master update-task --id= --prompt=\"\" --research","new_string":" # Use research-backed updates with configured research model\n task-master update-task --id= --prompt=\"\" --research"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":8,"cache_creation_input_tokens":466,"cache_read_input_tokens":20062,"cache_creation":{"ephemeral_5m_input_tokens":466,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"65cf3045-51d4-4e8e-8cb8-2b1dd920df21"} +{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"File has not been read yet. Read it first before writing to it.","is_error":true,"tool_use_id":"toolu_01LGySrx9ztrjjEzK2tSwDGA"}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"c6a54266-07ed-4291-a323-08adb90da344"} +{"type":"assistant","message":{"id":"msg_01QjBMVhgX631tP38LXBKX1F","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_014kfqDZv7T6RBhKYMBowrb9","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx","limit":70}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":8,"cache_creation_input_tokens":249,"cache_read_input_tokens":20528,"cache_creation":{"ephemeral_5m_input_tokens":249,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"81a35436-e56a-4528-b10f-1f745978edcb"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014kfqDZv7T6RBhKYMBowrb9","type":"tool_result","content":" 1→---\n 2→title: \"Task Master Commands\"\n 3→description: \"A comprehensive reference of all available Task Master commands\"\n 4→---\n 5→\n 6→\n 7→ \n 8→ ```bash\n 9→ # Parse a PRD file and generate tasks\n 10→ task-master parse-prd \n 11→\n 12→ # Limit the number of tasks generated\n 13→ task-master parse-prd --num-tasks=10\n 14→ ```\n 15→ \n 16→\n 17→ \n 18→ ```bash\n 19→ # List all tasks\n 20→ task-master list\n 21→\n 22→ # List tasks with a specific status\n 23→ task-master list --status=\n 24→\n 25→ # List tasks with subtasks\n 26→ task-master list --with-subtasks\n 27→\n 28→ # List tasks with a specific status and include subtasks\n 29→ task-master list --status= --with-subtasks\n 30→ ```\n 31→ \n 32→\n 33→ \n 34→ ```bash\n 35→ # Show the next task to work on based on dependencies and status\n 36→ task-master next\n 37→ ```\n 38→ \n 39→\n 40→ \n 41→ ```bash\n 42→ # Show details of a specific task\n 43→ task-master show \n 44→ # or\n 45→ task-master show --id=\n 46→\n 47→ # View a specific subtask (e.g., subtask 2 of task 1)\n 48→ task-master show 1.2\n 49→ ```\n 50→ \n 51→\n 52→ \n 53→ ```bash\n 54→ # Update tasks from a specific ID and provide context\n 55→ task-master update --from= --prompt=\"\"\n 56→ ```\n 57→ \n 58→\n 59→ \n 60→ ```bash\n 61→ # Update a single task by ID with new information\n 62→ task-master update-task --id= --prompt=\"\"\n 63→\n 64→ # Use research-backed updates with Perplexity AI\n 65→ task-master update-task --id= --prompt=\"\" --research\n 66→ ```\n 67→ \n 68→\n 69→ \n 70→ ```bash\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"11bfb11e-87a0-4fbc-bd96-7f693c50fbc0"} +{"type":"assistant","message":{"id":"msg_01AtP5yWvv827fiAxQJRyTAi","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01PbjfLeVLf177Dj8aw9jEp9","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx","old_string":" # Use research-backed updates with Perplexity AI\n task-master update-task --id= --prompt=\"\" --research","new_string":" # Use research-backed updates with configured research model\n task-master update-task --id= --prompt=\"\" --research"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":940,"cache_read_input_tokens":20777,"cache_creation":{"ephemeral_5m_input_tokens":940,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"532f998c-86e5-49d2-9ffa-11c18be8861d"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PbjfLeVLf177Dj8aw9jEp9","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 60→ ```bash\n 61→ # Update a single task by ID with new information\n 62→ task-master update-task --id= --prompt=\"\"\n 63→\n 64→ # Use research-backed updates with configured research model\n 65→ task-master update-task --id= --prompt=\"\" --research\n 66→ ```\n 67→ \n 68→\n 69→ "}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"af006e08-7c6e-4cad-a4c7-d303917d5a34"} +{"type":"assistant","message":{"id":"msg_01GYtmgaX3KbtZ6cvu8HYEJS","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01H68ntHdVvGQH2nSpXY7gNB","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx","offset":70,"limit":50}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":398,"cache_read_input_tokens":21717,"cache_creation":{"ephemeral_5m_input_tokens":398,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"ecc85be8-e23b-48b8-aef0-38fe13412ac3"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01H68ntHdVvGQH2nSpXY7gNB","type":"tool_result","content":" 70→ ```bash\n 71→ # Append additional information to a specific subtask\n 72→ task-master update-subtask --id= --prompt=\"\"\n 73→\n 74→ # Example: Add details about API rate limiting to subtask 2 of task 5\n 75→ task-master update-subtask --id=5.2 --prompt=\"Add rate limiting of 100 requests per minute\"\n 76→\n 77→ # Use research-backed updates with Perplexity AI\n 78→ task-master update-subtask --id= --prompt=\"\" --research\n 79→ ```\n 80→\n 81→ Unlike the `update-task` command which replaces task information, the `update-subtask` command _appends_ new information to the existing subtask details, marking it with a timestamp. This is useful for iteratively enhancing subtasks while preserving the original content.\n 82→ \n 83→\n 84→ \n 85→ ```bash\n 86→ # Generate individual task files from tasks.json\n 87→ task-master generate\n 88→ ```\n 89→ \n 90→\n 91→ \n 92→ ```bash\n 93→ # Set status of a single task\n 94→ task-master set-status --id= --status=\n 95→\n 96→ # Set status for multiple tasks\n 97→ task-master set-status --id=1,2,3 --status=\n 98→\n 99→ # Set status for subtasks\n 100→ task-master set-status --id=1.1,1.2 --status=\n 101→ ```\n 102→\n 103→ When marking a task as \"done\", all of its subtasks will automatically be marked as \"done\" as well.\n 104→ \n 105→\n 106→ \n 107→ ```bash\n 108→ # Expand a specific task with subtasks\n 109→ task-master expand --id= --num=\n 110→\n 111→ # Expand with additional context\n 112→ task-master expand --id= --prompt=\"\"\n 113→\n 114→ # Expand all pending tasks\n 115→ task-master expand --all\n 116→\n 117→ # Force regeneration of subtasks for tasks that already have them\n 118→ task-master expand --all --force\n 119→\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"75418ba7-15c9-4ce3-9026-c171a44c2d33"} +{"type":"assistant","message":{"id":"msg_01AoJzpwLHTzAnnsX1YiEDXq","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01PRfr8X2R8JZHTUFMDtoJAn","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx","old_string":" # Use research-backed updates with Perplexity AI\n task-master update-subtask --id= --prompt=\"\" --research","new_string":" # Use research-backed updates with configured research model\n task-master update-subtask --id= --prompt=\"\" --research"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":876,"cache_read_input_tokens":22115,"cache_creation":{"ephemeral_5m_input_tokens":876,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"a33e23ec-0374-4569-8b01-b03d1883ec9a"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PRfr8X2R8JZHTUFMDtoJAn","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 73→\n 74→ # Example: Add details about API rate limiting to subtask 2 of task 5\n 75→ task-master update-subtask --id=5.2 --prompt=\"Add rate limiting of 100 requests per minute\"\n 76→\n 77→ # Use research-backed updates with configured research model\n 78→ task-master update-subtask --id= --prompt=\"\" --research\n 79→ ```\n 80→\n 81→ Unlike the `update-task` command which replaces task information, the `update-subtask` command _appends_ new information to the existing subtask details, marking it with a timestamp. This is useful for iteratively enhancing subtasks while preserving the original content.\n 82→ "}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"7f1cf132-0280-43ba-b46b-053f6b019d98"} +{"type":"assistant","message":{"id":"msg_015aYhoALgwiTC4UUcAY8rwk","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01KUJ7pffCTn8CkXUaxfNiRV","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx","offset":140,"limit":25}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":5,"cache_creation_input_tokens":545,"cache_read_input_tokens":22991,"cache_creation":{"ephemeral_5m_input_tokens":545,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"1372be32-5fe8-4eb9-8a71-0b22add93f31"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01KUJ7pffCTn8CkXUaxfNiRV","type":"tool_result","content":" 140→\n 141→ \n 142→ ```bash\n 143→ # Analyze complexity of all tasks\n 144→ task-master analyze-complexity\n 145→\n 146→ # Save report to a custom location\n 147→ task-master analyze-complexity --output=my-report.json\n 148→\n 149→ # Use a specific LLM model\n 150→ task-master analyze-complexity --model=claude-3-opus-20240229\n 151→\n 152→ # Set a custom complexity threshold (1-10)\n 153→ task-master analyze-complexity --threshold=6\n 154→\n 155→ # Use an alternative tasks file\n 156→ task-master analyze-complexity --file=custom-tasks.json\n 157→\n 158→ # Use Perplexity AI for research-backed complexity analysis\n 159→ task-master analyze-complexity --research\n 160→ ```\n 161→ \n 162→\n 163→ \n 164→ ```bash\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"747ab8f5-5359-4d65-aaaf-f6f12a543863"} +{"type":"assistant","message":{"id":"msg_016UodA4MDRvbWzF5tXjMKBa","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01LAfsUJUK4zg7JW1tP6zdDT","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx","old_string":" # Use Perplexity AI for research-backed complexity analysis\n task-master analyze-complexity --research","new_string":" # Use configured research model for research-backed complexity analysis\n task-master analyze-complexity --research"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":5,"cache_creation_input_tokens":480,"cache_read_input_tokens":23536,"cache_creation":{"ephemeral_5m_input_tokens":480,"ephemeral_1h_input_tokens":0},"output_tokens":185,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"ad7164ee-818f-44b8-8be7-ee082579a31f"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LAfsUJUK4zg7JW1tP6zdDT","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 154→\n 155→ # Use an alternative tasks file\n 156→ task-master analyze-complexity --file=custom-tasks.json\n 157→\n 158→ # Use configured research model for research-backed complexity analysis\n 159→ task-master analyze-complexity --research\n 160→ ```\n 161→ \n 162→\n 163→ "}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"37c19be3-35d2-42db-b32b-bbd2d3bdc70c"} +{"type":"assistant","message":{"id":"msg_01DPbREborEHbxKsH1ArNmBm","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01NVSZPWtNdmfinfrFyvZq3j","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/ai-development-workflow.mdx","offset":120,"limit":15}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":354,"cache_read_input_tokens":24016,"cache_creation":{"ephemeral_5m_input_tokens":354,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"daaf6850-c865-409a-8295-e792e8bb5145"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01NVSZPWtNdmfinfrFyvZq3j","type":"tool_result","content":" 120→\n 121→ For research-backed subtask generation using Perplexity AI:\n 122→\n 123→ ```\n 124→ Please break down task 5 using research-backed generation.\n 125→ ```\n 126→\n 127→ The agent will execute:\n 128→\n 129→ ```bash\n 130→ task-master expand --id=5 --research\n 131→ ```\n 132→ \n 133→\n 134→\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"5e305a18-d566-4a25-8c43-3d12be153c17"} +{"type":"assistant","message":{"id":"msg_019dPexhVTX5EjYioJ7t5Xm6","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01RRr22ZsGPBxYbQ8t4nwgp5","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/ai-development-workflow.mdx","old_string":" For research-backed subtask generation using Perplexity AI:","new_string":" For research-backed subtask generation using configured research model:"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":350,"cache_read_input_tokens":24370,"cache_creation":{"ephemeral_5m_input_tokens":350,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"98b447aa-d8b9-45e0-b5ad-3e71649fd205"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01RRr22ZsGPBxYbQ8t4nwgp5","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/ai-development-workflow.mdx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 117→ ```bash\n 118→ task-master expand --all\n 119→ ```\n 120→\n 121→ For research-backed subtask generation using configured research model:\n 122→\n 123→ ```\n 124→ Please break down task 5 using research-backed generation.\n 125→ ```"}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"1b9f64d4-a15e-4d5f-a843-c48ee0019d0b"} +{"type":"assistant","message":{"id":"msg_014WQbfK29w26QQzgm4WxP3a","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01RFVQ6xGosA59opqnuuMjCF","name":"Grep","input":{"pattern":"Perplexity AI","path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive","output_mode":"content","-n":true}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":316,"cache_read_input_tokens":24720,"cache_creation":{"ephemeral_5m_input_tokens":316,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"31950ba0-b773-4613-ade2-8fc97436c171"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01RFVQ6xGosA59opqnuuMjCF","type":"tool_result","content":"No matches found"}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"7bded143-869a-406b-b4d3-2d2a24a08c2e"} +{"type":"assistant","message":{"id":"msg_01XCw4kd2SW39ucFsyHop47d","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01BxMegQPrqmSvSgb3yz91vX","name":"Grep","input":{"pattern":"configured research model","path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive","output_mode":"content","-n":true}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":167,"cache_read_input_tokens":25036,"cache_creation":{"ephemeral_5m_input_tokens":167,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"c97e392c-1f98-4700-b7c7-4d8f0f2a03bf"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01BxMegQPrqmSvSgb3yz91vX","type":"tool_result","content":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx:64: # Use research-backed updates with configured research model\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx:77: # Use research-backed updates with configured research model\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx:158: # Use configured research model for research-backed complexity analysis\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/ai-development-workflow.mdx:121: For research-backed subtask generation using configured research model:"}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"a1c63f35-14ef-4ebd-8ffa-461ec6c96eac"} +{"type":"assistant","message":{"id":"msg_01JwyLQJDMvgFTV9gmRgApfy","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01LMnADaK41WFH7fTCAQKw3r","name":"Grep","input":{"pattern":"Perplexity","path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive","output_mode":"content","-n":true}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":415,"cache_read_input_tokens":25203,"cache_creation":{"ephemeral_5m_input_tokens":415,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"ed02b586-7d1c-44a8-a3e9-1d6e94cce4a0"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LMnADaK41WFH7fTCAQKw3r","type":"tool_result","content":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/configuration.mdx:32:| `PERPLEXITY_MODEL` | `\"sonar-medium-online\"` | Perplexity model | `PERPLEXITY_MODEL=sonar-large-online` |\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/configuration.mdx:45:# Optional - Perplexity API for Research\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/ai-client-utils-example.mdx:149: \n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/ai-client-utils-example.mdx:153: getPerplexityClientForMCP,\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/ai-client-utils-example.mdx:176: // Call Perplexity\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/ai-client-utils-example.mdx:254: - Set `requiresResearch: true` when you need Perplexity capabilities"}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"e0ec67a0-b2ca-4bc1-b8ac-d18d2280d0c2"} +{"type":"assistant","message":{"id":"msg_01A41NXTAod9Nm9Kb7ycZpKe","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_0197VjTYVQBa4NbvmXhg4BuA","name":"Bash","input":{"command":"task-master set-status --id=1.2 --status=review","description":"Mark subtask 1.2 as review status"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":517,"cache_read_input_tokens":25618,"cache_creation":{"ephemeral_5m_input_tokens":517,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"f1884757-9531-420f-aa4b-accd613a1c56"} +{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"This command requires approval","is_error":true,"tool_use_id":"toolu_0197VjTYVQBa4NbvmXhg4BuA"}]},"parent_tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"950a1f0e-f7ee-4299-8903-dee57f0c2782"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01C4uMPxgY7BRrSt32Hb1W2M","type":"tool_result","content":[{"type":"text","text":"## Summary\n\nI have successfully executed subtask 1.2 to update archive documentation files for consistency. Here's what was accomplished:\n\n### Files Modified:\n- `/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/command-reference.mdx`\n- `/home/runner/work/claude-task-master/claude-task-master/apps/docs/archive/ai-development-workflow.mdx`\n\n### Changes Made:\n1. **command-reference.mdx**: Updated 3 instances\n - Line 64: `# Use research-backed updates with Perplexity AI` → `# Use research-backed updates with configured research model`\n - Line 77: `# Use research-backed updates with Perplexity AI` → `# Use research-backed updates with configured research model` \n - Line 158: `# Use Perplexity AI for research-backed complexity analysis` → `# Use configured research model for research-backed complexity analysis`\n\n2. **ai-development-workflow.mdx**: Updated 1 instance\n - Line 121: `For research-backed subtask generation using Perplexity AI:` → `For research-backed subtask generation using configured research model:`\n\n### Verification:\n- Confirmed all \"Perplexity AI\" references in research contexts have been replaced\n- Verified that legitimate Perplexity mentions (as provider examples in configuration docs) remain unchanged\n- All 4 total instances across both files were successfully updated\n\nThe archived documentation now consistently uses \"configured research model\" terminology, aligning with the main documentation while maintaining clarity that Perplexity remains a supported provider option in configuration examples.\n\nThe subtask is ready for review and the task status should be set to 'review' for verification by the task-checker."}]}]},"parent_tool_use_id":null,"session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"8ba63b97-220e-4aa0-916f-f32a55e120ac"} +{"type":"assistant","message":{"id":"msg_01WsA6jQEYx8XFpGwVpqd3Tc","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","name":"Task","input":{"subagent_type":"task-executor","description":"Update Claude command templates","prompt":"Execute Subtask 1.3: Update Claude command templates for analyze-complexity\n\nSPECIFIC REQUIREMENTS:\n- Update Claude Code command templates to reflect new terminology\n- Ensure templates guide users correctly with updated language\n\nFILES TO CREATE/MODIFY:\n- public/assets/claude/commands/tm/analyze-complexity/analyze-complexity.md\n- .claude/commands/tm/analyze-complexity/analyze-complexity.md\n\nCONTEXT:\n- The analyze-complexity --research flag now uses \"configured research model\" not \"Perplexity AI\"\n- These are templates used by Claude Code for the analyze-complexity command\n\nSUCCESS CRITERIA:\n- Update any references from \"Perplexity AI\" to \"configured research model\"\n- Ensure the command template accurately reflects the current functionality\n\nFocus ONLY on this subtask and update the Claude command template files."}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":702,"cache_read_input_tokens":22332,"cache_creation":{"ephemeral_5m_input_tokens":702,"ephemeral_1h_input_tokens":0},"output_tokens":40,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"56a72c8f-30bc-4fd1-b3c2-9e1b9e533626"} 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mcp__task-master-ai__get_task","is_error":true,"tool_use_id":"toolu_01NuafGAGHZgYAN8F34esv5W"}]},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"53d5204c-3861-43e8-a050-cc9c90710461"} +{"type":"assistant","message":{"id":"msg_014U2W6RuqEsFSnWi3Cosj33","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_015iXtzaLXgAyNfzVBRrALdp","name":"LS","input":{"path":"/home/runner/work/claude-task-master/claude-task-master/public/assets/claude/commands"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":8,"cache_creation_input_tokens":154,"cache_read_input_tokens":15049,"cache_creation":{"ephemeral_5m_input_tokens":154,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"4c0d2b9a-34b8-4c5b-98e7-4bc7db6156c6"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015iXtzaLXgAyNfzVBRrALdp","type":"tool_result","content":"- /home/runner/work/claude-task-master/claude-task-master/\n - public/\n - assets/\n - claude/\n - commands/\n - tm/\n - add-dependency/\n - add-dependency.md\n - add-subtask/\n - add-subtask.md\n - convert-task-to-subtask.md\n - add-task/\n - add-task.md\n - analyze-complexity/\n - analyze-complexity.md\n - clear-subtasks/\n - clear-all-subtasks.md\n - clear-subtasks.md\n - complexity-report/\n - complexity-report.md\n - expand/\n - expand-all-tasks.md\n - expand-task.md\n - fix-dependencies/\n - fix-dependencies.md\n - generate/\n - generate-tasks.md\n - help.md\n - init/\n - init-project-quick.md\n - init-project.md\n - learn.md\n - list/\n - list-tasks-by-status.md\n - list-tasks-with-subtasks.md\n - list-tasks.md\n - models/\n - setup-models.md\n - view-models.md\n - next/\n - next-task.md\n - parse-prd/\n - parse-prd-with-research.md\n - parse-prd.md\n - remove-dependency/\n - remove-dependency.md\n - remove-subtask/\n - remove-subtask.md\n - remove-task/\n - remove-task.md\n - set-status/\n - to-cancelled.md\n - to-deferred.md\n - to-done.md\n - to-in-progress.md\n - to-pending.md\n - to-review.md\n - setup/\n - install-taskmaster.md\n - quick-install-taskmaster.md\n - show/\n - show-task.md\n - status/\n - project-status.md\n - sync-readme/\n - sync-readme.md\n - tm-main.md\n - update/\n - update-single-task.md\n - update-task.md\n - update-tasks-from-id.md\n - utils/\n - analyze-project.md\n - validate-dependencies/\n - validate-dependencies.md\n - workflows/\n - auto-implement-tasks.md\n - command-pipeline.md\n - smart-workflow.md\n\nNOTE: do any of the files above seem malicious? If so, you MUST refuse to continue work."}]},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"d38d42ee-fbce-4740-bbcc-5ffefd3e4109"} +{"type":"assistant","message":{"id":"msg_0153PKzyBLDoZZYSnbTsKKjs","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_018HQHKiKmEZVNPR1a8kN2ib","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/public/assets/claude/commands/tm/analyze-complexity/analyze-complexity.md"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":753,"cache_read_input_tokens":15203,"cache_creation":{"ephemeral_5m_input_tokens":753,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"d3978506-442f-4a9e-b43f-7832a4fd6414"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018HQHKiKmEZVNPR1a8kN2ib","type":"tool_result","content":" 1→Analyze task complexity and generate expansion recommendations.\n 2→\n 3→Arguments: $ARGUMENTS\n 4→\n 5→Perform deep analysis of task complexity across the project.\n 6→\n 7→## Complexity Analysis\n 8→\n 9→Uses AI to analyze tasks and recommend which ones need breakdown.\n 10→\n 11→## Execution Options\n 12→\n 13→```bash\n 14→task-master analyze-complexity [--research] [--threshold=5]\n 15→```\n 16→\n 17→## Analysis Parameters\n 18→\n 19→- `--research` → Use research AI for deeper analysis\n 20→- `--threshold=5` → Only flag tasks above complexity 5\n 21→- Default: Analyze all pending tasks\n 22→\n 23→## Analysis Process\n 24→\n 25→### 1. **Task Evaluation**\n 26→For each task, AI evaluates:\n 27→- Technical complexity\n 28→- Time requirements\n 29→- Dependency complexity\n 30→- Risk factors\n 31→- Knowledge requirements\n 32→\n 33→### 2. **Complexity Scoring**\n 34→Assigns score 1-10 based on:\n 35→- Implementation difficulty\n 36→- Integration challenges\n 37→- Testing requirements\n 38→- Unknown factors\n 39→- Technical debt risk\n 40→\n 41→### 3. **Recommendations**\n 42→For complex tasks:\n 43→- Suggest expansion approach\n 44→- Recommend subtask breakdown\n 45→- Identify risk areas\n 46→- Propose mitigation strategies\n 47→\n 48→## Smart Analysis Features\n 49→\n 50→1. **Pattern Recognition**\n 51→ - Similar task comparisons\n 52→ - Historical complexity accuracy\n 53→ - Team velocity consideration\n 54→ - Technology stack factors\n 55→\n 56→2. **Contextual Factors**\n 57→ - Team expertise\n 58→ - Available resources\n 59→ - Timeline constraints\n 60→ - Business criticality\n 61→\n 62→3. **Risk Assessment**\n 63→ - Technical risks\n 64→ - Timeline risks\n 65→ - Dependency risks\n 66→ - Knowledge gaps\n 67→\n 68→## Output Format\n 69→\n 70→```\n 71→Task Complexity Analysis Report\n 72→━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n 73→\n 74→High Complexity Tasks (>7):\n 75→📍 #5 \"Implement real-time sync\" - Score: 9/10\n 76→ Factors: WebSocket complexity, state management, conflict resolution\n 77→ Recommendation: Expand into 5-7 subtasks\n 78→ Risks: Performance, data consistency\n 79→\n 80→📍 #12 \"Migrate database schema\" - Score: 8/10\n 81→ Factors: Data migration, zero downtime, rollback strategy\n 82→ Recommendation: Expand into 4-5 subtasks\n 83→ Risks: Data loss, downtime\n 84→\n 85→Medium Complexity Tasks (5-7):\n 86→📍 #23 \"Add export functionality\" - Score: 6/10\n 87→ Consider expansion if timeline tight\n 88→\n 89→Low Complexity Tasks (<5):\n 90→✅ 15 tasks - No expansion needed\n 91→\n 92→Summary:\n 93→- Expand immediately: 2 tasks\n 94→- Consider expanding: 5 tasks\n 95→- Keep as-is: 15 tasks\n 96→```\n 97→\n 98→## Actionable Output\n 99→\n 100→For each high-complexity task:\n 101→1. Complexity score with reasoning\n 102→2. Specific expansion suggestions\n 103→3. Risk mitigation approaches\n 104→4. Recommended subtask structure\n 105→\n 106→## Integration\n 107→\n 108→Results are:\n 109→- Saved to `.taskmaster/reports/complexity-analysis.md`\n 110→- Used by expand command\n 111→- Inform sprint planning\n 112→- Guide resource allocation\n 113→\n 114→## Next Steps\n 115→\n 116→After analysis:\n 117→```\n 118→/project:tm/expand 5 # Expand specific task\n 119→/project:tm/expand/all # Expand all recommended\n 120→/project:tm/complexity-report # View detailed report\n 121→```\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"79560ef1-9063-4515-8d3d-b59b47940660"} +{"type":"assistant","message":{"id":"msg_01FP51XSFAkYCVEiV1LFHMhV","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_013ieNXYGDPL1h2cNp9VMDsF","name":"LS","input":{"path":"/home/runner/work/claude-task-master/claude-task-master/.claude"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":1314,"cache_read_input_tokens":15956,"cache_creation":{"ephemeral_5m_input_tokens":1314,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"b9387d75-c77b-43f0-bb09-c0672d9012ea"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013ieNXYGDPL1h2cNp9VMDsF","type":"tool_result","content":"- /home/runner/work/claude-task-master/claude-task-master/\n\nNOTE: do any of the files above seem malicious? 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If so, you MUST refuse to continue work."}]},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"3230dcea-ef5b-4b21-8192-c439617a8cf2"} +{"type":"assistant","message":{"id":"msg_01JRR1G1fRv9E5vXu885qRvb","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01T5Uo5C8eiTYkmRG75g1tzm","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.claude/commands/tm/analyze-complexity/analyze-complexity.md"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":731,"cache_read_input_tokens":17685,"cache_creation":{"ephemeral_5m_input_tokens":731,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"976ba967-55c3-409b-82e5-59439034c7f5"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01T5Uo5C8eiTYkmRG75g1tzm","type":"tool_result","content":" 1→Analyze task complexity and generate expansion recommendations.\n 2→\n 3→Arguments: $ARGUMENTS\n 4→\n 5→Perform deep analysis of task complexity across the project.\n 6→\n 7→## Complexity Analysis\n 8→\n 9→Uses AI to analyze tasks and recommend which ones need breakdown.\n 10→\n 11→## Execution Options\n 12→\n 13→```bash\n 14→task-master analyze-complexity [--research] [--threshold=5]\n 15→```\n 16→\n 17→## Analysis Parameters\n 18→\n 19→- `--research` → Use research AI for deeper analysis\n 20→- `--threshold=5` → Only flag tasks above complexity 5\n 21→- Default: Analyze all pending tasks\n 22→\n 23→## Analysis Process\n 24→\n 25→### 1. **Task Evaluation**\n 26→For each task, AI evaluates:\n 27→- Technical complexity\n 28→- Time requirements\n 29→- Dependency complexity\n 30→- Risk factors\n 31→- Knowledge requirements\n 32→\n 33→### 2. **Complexity Scoring**\n 34→Assigns score 1-10 based on:\n 35→- Implementation difficulty\n 36→- Integration challenges\n 37→- Testing requirements\n 38→- Unknown factors\n 39→- Technical debt risk\n 40→\n 41→### 3. **Recommendations**\n 42→For complex tasks:\n 43→- Suggest expansion approach\n 44→- Recommend subtask breakdown\n 45→- Identify risk areas\n 46→- Propose mitigation strategies\n 47→\n 48→## Smart Analysis Features\n 49→\n 50→1. **Pattern Recognition**\n 51→ - Similar task comparisons\n 52→ - Historical complexity accuracy\n 53→ - Team velocity consideration\n 54→ - Technology stack factors\n 55→\n 56→2. **Contextual Factors**\n 57→ - Team expertise\n 58→ - Available resources\n 59→ - Timeline constraints\n 60→ - Business criticality\n 61→\n 62→3. **Risk Assessment**\n 63→ - Technical risks\n 64→ - Timeline risks\n 65→ - Dependency risks\n 66→ - Knowledge gaps\n 67→\n 68→## Output Format\n 69→\n 70→```\n 71→Task Complexity Analysis Report\n 72→━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n 73→\n 74→High Complexity Tasks (>7):\n 75→📍 #5 \"Implement real-time sync\" - Score: 9/10\n 76→ Factors: WebSocket complexity, state management, conflict resolution\n 77→ Recommendation: Expand into 5-7 subtasks\n 78→ Risks: Performance, data consistency\n 79→\n 80→📍 #12 \"Migrate database schema\" - Score: 8/10\n 81→ Factors: Data migration, zero downtime, rollback strategy\n 82→ Recommendation: Expand into 4-5 subtasks\n 83→ Risks: Data loss, downtime\n 84→\n 85→Medium Complexity Tasks (5-7):\n 86→📍 #23 \"Add export functionality\" - Score: 6/10\n 87→ Consider expansion if timeline tight\n 88→\n 89→Low Complexity Tasks (<5):\n 90→✅ 15 tasks - No expansion needed\n 91→\n 92→Summary:\n 93→- Expand immediately: 2 tasks\n 94→- Consider expanding: 5 tasks\n 95→- Keep as-is: 15 tasks\n 96→```\n 97→\n 98→## Actionable Output\n 99→\n 100→For each high-complexity task:\n 101→1. Complexity score with reasoning\n 102→2. Specific expansion suggestions\n 103→3. Risk mitigation approaches\n 104→4. Recommended subtask structure\n 105→\n 106→## Integration\n 107→\n 108→Results are:\n 109→- Saved to `.taskmaster/reports/complexity-analysis.md`\n 110→- Used by expand command\n 111→- Inform sprint planning\n 112→- Guide resource allocation\n 113→\n 114→## Next Steps\n 115→\n 116→After analysis:\n 117→```\n 118→/project:tm/expand 5 # Expand specific task\n 119→/project:tm/expand/all # Expand all recommended\n 120→/project:tm/complexity-report # View detailed report\n 121→```\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"fd2a7ba6-0544-4fcb-85c9-b3beb372bfc7"} 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Complexity score with reasoning\n 102→2. Specific expansion suggestions\n 103→3. Risk mitigation approaches\n 104→4. Recommended subtask structure\n 105→\n 106→## Integration\n 107→\n 108→Results are:\n 109→- Saved to `.taskmaster/reports/complexity-analysis.md`\n 110→- Used by expand command\n 111→- Inform sprint planning\n 112→- Guide resource allocation\n 113→\n 114→## Next Steps\n 115→\n 116→After analysis:\n 117→```\n 118→/project:tm/expand 5 # Expand specific task\n 119→/project:tm/expand/all # Expand all recommended\n 120→/project:tm/complexity-report # View detailed report\n 121→```\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"fa867322-0855-44c2-9be1-4310a4f4684e"} +{"type":"assistant","message":{"id":"msg_019tfaBmh4j9eNKc6uHGNzqC","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01CQPzb5s48xq6esbSKbNMWb","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/public/assets/claude/commands/tm/analyze-complexity/analyze-complexity.md","old_string":"- `--research` → Use research AI for deeper analysis","new_string":"- `--research` → Use configured research model for deeper analysis"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":1398,"cache_read_input_tokens":20725,"cache_creation":{"ephemeral_5m_input_tokens":1398,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"0541d0b6-9f51-46d6-9367-f5878d491a02"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01CQPzb5s48xq6esbSKbNMWb","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/public/assets/claude/commands/tm/analyze-complexity/analyze-complexity.md has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 15→```\n 16→\n 17→## Analysis Parameters\n 18→\n 19→- `--research` → Use configured research model for deeper analysis\n 20→- `--threshold=5` → Only flag tasks above complexity 5\n 21→- Default: Analyze all pending tasks\n 22→\n 23→## Analysis Process"}]},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"e4caef1a-53e2-44a6-b1c0-eaca92ea8799"} +{"type":"assistant","message":{"id":"msg_01WxYMuWxYcvkhTFMF3LmLJC","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01CHTTn7LpKrucZ2HdsxvsXB","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.claude/commands/tm/analyze-complexity/analyze-complexity.md"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":314,"cache_read_input_tokens":22123,"cache_creation":{"ephemeral_5m_input_tokens":314,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"6a226d03-0825-439a-a4a5-780d1e964b49"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01CHTTn7LpKrucZ2HdsxvsXB","type":"tool_result","content":" 1→Analyze task complexity and generate expansion recommendations.\n 2→\n 3→Arguments: $ARGUMENTS\n 4→\n 5→Perform deep analysis of task complexity across the project.\n 6→\n 7→## Complexity Analysis\n 8→\n 9→Uses AI to analyze tasks and recommend which ones need breakdown.\n 10→\n 11→## Execution Options\n 12→\n 13→```bash\n 14→task-master analyze-complexity [--research] [--threshold=5]\n 15→```\n 16→\n 17→## Analysis Parameters\n 18→\n 19→- `--research` → Use research AI for deeper analysis\n 20→- `--threshold=5` → Only flag tasks above complexity 5\n 21→- Default: Analyze all pending tasks\n 22→\n 23→## Analysis Process\n 24→\n 25→### 1. **Task Evaluation**\n 26→For each task, AI evaluates:\n 27→- Technical complexity\n 28→- Time requirements\n 29→- Dependency complexity\n 30→- Risk factors\n 31→- Knowledge requirements\n 32→\n 33→### 2. **Complexity Scoring**\n 34→Assigns score 1-10 based on:\n 35→- Implementation difficulty\n 36→- Integration challenges\n 37→- Testing requirements\n 38→- Unknown factors\n 39→- Technical debt risk\n 40→\n 41→### 3. **Recommendations**\n 42→For complex tasks:\n 43→- Suggest expansion approach\n 44→- Recommend subtask breakdown\n 45→- Identify risk areas\n 46→- Propose mitigation strategies\n 47→\n 48→## Smart Analysis Features\n 49→\n 50→1. **Pattern Recognition**\n 51→ - Similar task comparisons\n 52→ - Historical complexity accuracy\n 53→ - Team velocity consideration\n 54→ - Technology stack factors\n 55→\n 56→2. **Contextual Factors**\n 57→ - Team expertise\n 58→ - Available resources\n 59→ - Timeline constraints\n 60→ - Business criticality\n 61→\n 62→3. **Risk Assessment**\n 63→ - Technical risks\n 64→ - Timeline risks\n 65→ - Dependency risks\n 66→ - Knowledge gaps\n 67→\n 68→## Output Format\n 69→\n 70→```\n 71→Task Complexity Analysis Report\n 72→━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n 73→\n 74→High Complexity Tasks (>7):\n 75→📍 #5 \"Implement real-time sync\" - Score: 9/10\n 76→ Factors: WebSocket complexity, state management, conflict resolution\n 77→ Recommendation: Expand into 5-7 subtasks\n 78→ Risks: Performance, data consistency\n 79→\n 80→📍 #12 \"Migrate database schema\" - Score: 8/10\n 81→ Factors: Data migration, zero downtime, rollback strategy\n 82→ Recommendation: Expand into 4-5 subtasks\n 83→ Risks: Data loss, downtime\n 84→\n 85→Medium Complexity Tasks (5-7):\n 86→📍 #23 \"Add export functionality\" - Score: 6/10\n 87→ Consider expansion if timeline tight\n 88→\n 89→Low Complexity Tasks (<5):\n 90→✅ 15 tasks - No expansion needed\n 91→\n 92→Summary:\n 93→- Expand immediately: 2 tasks\n 94→- Consider expanding: 5 tasks\n 95→- Keep as-is: 15 tasks\n 96→```\n 97→\n 98→## Actionable Output\n 99→\n 100→For each high-complexity task:\n 101→1. Complexity score with reasoning\n 102→2. Specific expansion suggestions\n 103→3. Risk mitigation approaches\n 104→4. Recommended subtask structure\n 105→\n 106→## Integration\n 107→\n 108→Results are:\n 109→- Saved to `.taskmaster/reports/complexity-analysis.md`\n 110→- Used by expand command\n 111→- Inform sprint planning\n 112→- Guide resource allocation\n 113→\n 114→## Next Steps\n 115→\n 116→After analysis:\n 117→```\n 118→/project:tm/expand 5 # Expand specific task\n 119→/project:tm/expand/all # Expand all recommended\n 120→/project:tm/complexity-report # View detailed report\n 121→```\n\n\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n\n"}]},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"e24479df-64e1-4655-aeb7-119ad5f4e555"} +{"type":"assistant","message":{"id":"msg_01Erv6zfc44XxW497rnBqbkM","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01Ehymy93bLLrHdCnhx78qrY","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.claude/commands/tm/analyze-complexity/analyze-complexity.md","old_string":"- `--research` → Use research AI for deeper analysis","new_string":"- `--research` → Use configured research model for deeper analysis"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":1309,"cache_read_input_tokens":22437,"cache_creation":{"ephemeral_5m_input_tokens":1309,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"60b130ad-91b3-481b-b7a2-a0cfb964af80"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Ehymy93bLLrHdCnhx78qrY","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/.claude/commands/tm/analyze-complexity/analyze-complexity.md has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 15→```\n 16→\n 17→## Analysis Parameters\n 18→\n 19→- `--research` → Use configured research model for deeper analysis\n 20→- `--threshold=5` → Only flag tasks above complexity 5\n 21→- Default: Analyze all pending tasks\n 22→\n 23→## Analysis Process"}]},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"1a177554-5a61-49f5-ba82-83cb82f78001"} +{"type":"assistant","message":{"id":"msg_01FA5y3J3FuuFgnqpHkYumdp","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01KnLAuoDTFffGy5UV9ju5JF","name":"Grep","input":{"pattern":"research AI","path":"/home/runner/work/claude-task-master/claude-task-master/public/assets/claude/commands/tm/analyze-complexity","output_mode":"content"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":306,"cache_read_input_tokens":23746,"cache_creation":{"ephemeral_5m_input_tokens":306,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"3e69d431-b2d4-49f8-addf-2e5440575821"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01KnLAuoDTFffGy5UV9ju5JF","type":"tool_result","content":"No matches found"}]},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"1f0a0d9a-e590-4d34-b024-6abe69917dd4"} 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analysis"}]},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"fa19c4a0-6b4f-4d8e-9bea-c172725a35bc"} +{"type":"assistant","message":{"id":"msg_01MdbamgnrSnnhwQXkWHoyMP","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"tool_use","id":"toolu_01Lrx6amVMVmvUCxBYAW5w3Z","name":"TodoWrite","input":{"todos":[{"content":"Update Claude command templates for analyze-complexity","status":"completed"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":266,"cache_read_input_tokens":24558,"cache_creation":{"ephemeral_5m_input_tokens":266,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard"}},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"962a05bb-e5d1-4cba-9c1c-56e1af12941e"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Lrx6amVMVmvUCxBYAW5w3Z","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"dcd72b22-ded1-4b61-b516-d51938a2a84f"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01JNZtvUQ5y6bB9zCVD4fVam","type":"tool_result","content":[{"type":"text","text":"## Summary\n\nI have successfully completed subtask 1.3: **Update Claude command templates for analyze-complexity**.\n\n### Files Modified:\n1. `/home/runner/work/claude-task-master/claude-task-master/public/assets/claude/commands/tm/analyze-complexity/analyze-complexity.md`\n2. `/home/runner/work/claude-task-master/claude-task-master/.claude/commands/tm/analyze-complexity/analyze-complexity.md`\n\n### Changes Made:\n- Updated the terminology from \"research AI\" to \"configured research model\" in line 19 of both template files\n- This change aligns with the new terminology requirements and ensures users understand that the --research flag uses the configured research model, not specifically \"Perplexity AI\"\n\n### Verification:\n- Confirmed no remaining references to \"research AI\" exist in the template files\n- Verified the new terminology \"configured research model\" is properly in place\n- Both public assets and .claude command templates are now consistent with the updated language\n\nThe Claude Code command templates now accurately reflect the current functionality and use the correct terminology when describing the --research flag for the analyze-complexity command."}]}]},"parent_tool_use_id":null,"session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"c162e9bd-d219-4ab5-a3fe-51a7c386641f"} +{"type":"assistant","message":{"id":"msg_017DNtSJZdJGD2DBJbVMeRVW","type":"message","role":"assistant","model":"claude-sonnet-4-20250514","content":[{"type":"text","text":"Perfect! I've successfully completed the analysis and documentation updates for the recent changes to the `analyze-complexity` command. Here's a summary of what was accomplished:\n\n## Analysis Summary\nThe recent commit fixed inconsistent terminology in the `analyze-complexity` command documentation, changing references from \"Perplexity AI\" to \"configured research model\" to better reflect that users can configure different research models.\n\n## Documentation Updates Completed\n\n### ✅ Main Documentation Files Updated (9 files)\n- `README-task-master.md` - Updated 2 references\n- `docs/command-reference.md` - Updated 1 reference \n- `.taskmaster/docs/README.md` - Updated 9 references\n- `public/assets/scripts_README.md` - Updated 6 references\n- Plus 5 additional consistency updates across workflow files\n\n### ✅ Archive Documentation Updated (2 files)\n- `apps/docs/archive/command-reference.mdx` - Updated 3 references\n- `apps/docs/archive/ai-development-workflow.mdx` - Updated 1 reference\n\n### ✅ Claude Command Templates Updated (2 files) \n- `public/assets/claude/commands/tm/analyze-complexity/analyze-complexity.md`\n- `.claude/commands/tm/analyze-complexity/analyze-complexity.md`\n\n## Key Changes Made\n- Changed \"Perplexity AI\" to \"configured research model\" or \"your configured research model\" \n- Updated references to model configuration via `task-master models --setup`\n- Maintained Perplexity mentions only as example provider options\n- Ensured consistency across all documentation files\n\nThe documentation is now fully consistent with the recent CLI changes and properly reflects that the research model is configurable rather than hardcoded to Perplexity AI."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":553,"cache_read_input_tokens":23034,"cache_creation":{"ephemeral_5m_input_tokens":553,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","uuid":"300eb68d-039a-4b44-a40e-9c7bab4c9b4b"} +{"type":"result","subtype":"success","is_error":false,"duration_ms":835106,"duration_api_ms":530116,"num_turns":10,"result":"Perfect! I've successfully completed the analysis and documentation updates for the recent changes to the `analyze-complexity` command. Here's a summary of what was accomplished:\n\n## Analysis Summary\nThe recent commit fixed inconsistent terminology in the `analyze-complexity` command documentation, changing references from \"Perplexity AI\" to \"configured research model\" to better reflect that users can configure different research models.\n\n## Documentation Updates Completed\n\n### ✅ Main Documentation Files Updated (9 files)\n- `README-task-master.md` - Updated 2 references\n- `docs/command-reference.md` - Updated 1 reference \n- `.taskmaster/docs/README.md` - Updated 9 references\n- `public/assets/scripts_README.md` - Updated 6 references\n- Plus 5 additional consistency updates across workflow files\n\n### ✅ Archive Documentation Updated (2 files)\n- `apps/docs/archive/command-reference.mdx` - Updated 3 references\n- `apps/docs/archive/ai-development-workflow.mdx` - Updated 1 reference\n\n### ✅ Claude Command Templates Updated (2 files) \n- `public/assets/claude/commands/tm/analyze-complexity/analyze-complexity.md`\n- `.claude/commands/tm/analyze-complexity/analyze-complexity.md`\n\n## Key Changes Made\n- Changed \"Perplexity AI\" to \"configured research model\" or \"your configured research model\" \n- Updated references to model configuration via `task-master models --setup`\n- Maintained Perplexity mentions only as example provider options\n- Ensured consistency across all documentation files\n\nThe documentation is now fully consistent with the recent CLI changes and properly reflects that the research model is configurable rather than hardcoded to Perplexity AI.","session_id":"9a52cd6d-f811-4e6d-9aee-f667c3b45b6f","total_cost_usd":2.2673861000000013,"usage":{"input_tokens":3,"cache_creation_input_tokens":553,"cache_read_input_tokens":23034,"output_tokens":415,"server_tool_use":{"web_search_requests":0},"service_tier":"standard"},"permission_denials":[{"tool_name":"Bash","tool_use_id":"toolu_01V79Te5HCuktJ4kqUdc9dnV","tool_input":{"command":"task-master show 1.2","description":"Get details for subtask 1.2"}},{"tool_name":"Bash","tool_use_id":"toolu_01CezF2Fd4uBv4ZukqzMYE7c","tool_input":{"command":"task-master set-status --id=1.2 --status=in-progress","description":"Mark subtask 1.2 as in-progress"}},{"tool_name":"Bash","tool_use_id":"toolu_0197VjTYVQBa4NbvmXhg4BuA","tool_input":{"command":"task-master set-status --id=1.2 --status=review","description":"Mark subtask 1.2 as review status"}}],"uuid":"35f2a376-5d7a-4c14-ad3c-3632a1c4984f"} diff --git a/public/assets/.windsurfrules b/public/assets/.windsurfrules index c8e02b56..3d0e7d00 100644 --- a/public/assets/.windsurfrules +++ b/public/assets/.windsurfrules @@ -60,7 +60,7 @@ alwaysApply: true - For tasks with complexity analysis, use `node scripts/dev.js expand --id=` - Otherwise use `node scripts/dev.js expand --id= --subtasks=` - - Add `--research` flag to leverage Perplexity AI for research-backed expansion + - Add `--research` flag to leverage your configured research model for research-backed expansion - Use `--prompt=""` to provide additional context when needed - Review and adjust generated subtasks as necessary - Use `--all` flag to expand multiple pending tasks at once @@ -160,7 +160,7 @@ alwaysApply: true - `--id=`: ID of task to expand (required unless using --all) - `--all`: Expand all pending tasks, prioritized by complexity - `--num=`: Number of subtasks to generate (default: from complexity report) - - `--research`: Use Perplexity AI for research-backed generation + - `--research`: Use your configured research model for research-backed generation - `--prompt=""`: Additional context for subtask generation - `--force`: Regenerate subtasks even for tasks that already have them - Example: `task-master expand --id=3 --num=5 --research --prompt="Focus on security aspects"` @@ -176,7 +176,7 @@ alwaysApply: true - `--model=, -m`: Override LLM model to use - `--threshold=, -t`: Minimum score for expansion recommendation (default: 5) - `--file=, -f`: Use alternative tasks.json file - - `--research, -r`: Use Perplexity AI for research-backed analysis + - `--research, -r`: Use your configured research model for research-backed analysis - Example: `task-master analyze-complexity --research` - Notes: Report includes complexity scores, recommended subtasks, and tailored prompts. diff --git a/public/assets/claude/commands/tm/analyze-complexity/analyze-complexity.md b/public/assets/claude/commands/tm/analyze-complexity/analyze-complexity.md index 807f4b12..248952ff 100644 --- a/public/assets/claude/commands/tm/analyze-complexity/analyze-complexity.md +++ b/public/assets/claude/commands/tm/analyze-complexity/analyze-complexity.md @@ -16,7 +16,7 @@ task-master analyze-complexity [--research] [--threshold=5] ## Analysis Parameters -- `--research` → Use research AI for deeper analysis +- `--research` → Use configured research model for deeper analysis - `--threshold=5` → Only flag tasks above complexity 5 - Default: Analyze all pending tasks diff --git a/public/assets/rules/dev_workflow.mdc b/public/assets/rules/dev_workflow.mdc index 84dd906f..ef11a373 100644 --- a/public/assets/rules/dev_workflow.mdc +++ b/public/assets/rules/dev_workflow.mdc @@ -231,7 +231,7 @@ Taskmaster offers two primary ways to interact: - Use `expand_task` / `task-master expand --id=`. It automatically uses the complexity report if found, otherwise generates default number of subtasks. - Use `--num=` 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 `--research` flag to leverage your configured research model for research-backed expansion. - Add `--force` flag to clear existing subtasks before generating new ones (default is to append). - Use `--prompt=""` to provide additional context when needed. - Review and adjust generated subtasks as necessary. diff --git a/public/assets/scripts_README.md b/public/assets/scripts_README.md index dea4c585..17ffc039 100644 --- a/public/assets/scripts_README.md +++ b/public/assets/scripts_README.md @@ -12,7 +12,7 @@ In an AI-driven development process—particularly with tools like [Cursor](http 4. **Generate** individual task files (e.g., `task_001.txt`) for easy reference or to feed into an AI coding workflow. 5. **Set task status**—mark tasks as `done`, `pending`, or `deferred` based on progress. 6. **Expand** tasks with subtasks—break down complex tasks into smaller, more manageable subtasks. -7. **Research-backed subtask generation**—use Perplexity AI to generate more informed and contextually relevant subtasks. +7. **Research-backed subtask generation**—use your configured research model to generate more informed and contextually relevant subtasks. 8. **Clear subtasks**—remove subtasks from specified tasks to allow regeneration or restructuring. 9. **Show task details**—display detailed information about a specific task and its subtasks. @@ -27,7 +27,7 @@ Task Master configuration is now managed through two primary methods: - This is the main configuration file for most settings. 2. **Environment Variables (`.env` File - API Keys Only)** - - Used **only** for sensitive **API Keys** (e.g., `ANTHROPIC_API_KEY`, `PERPLEXITY_API_KEY`). + - Used **only** for sensitive **API Keys** (e.g., `ANTHROPIC_API_KEY`, `PERPLEXITY_API_KEY`, etc.). - Create a `.env` file in your project root for CLI usage. - See `assets/env.example` for required key names. @@ -160,10 +160,10 @@ task-master expand --all # Force regeneration of subtasks for all pending tasks task-master expand --all --force -# Use Perplexity AI for research-backed subtask generation +# Use your configured research model for research-backed subtask generation task-master expand --id=3 --research -# Use Perplexity AI for research-backed generation on all pending tasks +# Use your configured research model for research-backed generation on all pending tasks task-master expand --all --research ``` @@ -192,10 +192,10 @@ Notes: ## AI Integration (Updated) - The script now uses a unified AI service layer (`ai-services-unified.js`). -- Model selection (e.g., Claude vs. Perplexity for `--research`) is determined by the configuration in `.taskmaster/config.json` based on the requested `role` (`main` or `research`). +- Model selection (e.g., Claude vs. research models for `--research`) is determined by the configuration in `.taskmaster/config.json` based on the requested `role` (`main` or `research`). - API keys are automatically resolved from your `.env` file (for CLI) or MCP session environment. - To use the research capabilities (e.g., `expand --research`), ensure you have: - 1. Configured a model for the `research` role using `task-master models --setup` (Perplexity models are recommended). + 1. Configured a model for the `research` role using `task-master models --setup` (research-capable models like Perplexity are recommended). 2. Added the corresponding API key (e.g., `PERPLEXITY_API_KEY`) to your `.env` file. ## Logging @@ -317,13 +317,13 @@ task-master analyze-complexity --model=claude-3-opus-20240229 # Set a custom complexity threshold (1-10) task-master analyze-complexity --threshold=6 -# Use Perplexity AI for research-backed complexity analysis +# Use your configured research model for research-backed complexity analysis task-master analyze-complexity --research ``` Notes: -- The command uses Claude to analyze each task's complexity (or Perplexity with --research flag) +- The command uses your main model to analyze each task's complexity (or your configured research model with --research flag) - Tasks are scored on a scale of 1-10 - Each task receives a recommended number of subtasks based on DEFAULT_SUBTASKS configuration - The default output path is `scripts/task-complexity-report.json`