From 468106af1e31a626e8d95db0b5bbf144bb96c62a Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sat, 11 Oct 2025 10:01:13 +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: expand_all now uses complexity analysis recommendations (#1287)\n\nCo-authored-by: Claude \n\n Co-authored-by: Claude --- apps/docs/capabilities/cli-root-commands.mdx | 2 + apps/docs/capabilities/mcp.mdx | 2 +- apps/docs/capabilities/rpg-method.mdx | 4 +- output.txt | 50 ++++++++++++++++++++ 4 files changed, 55 insertions(+), 3 deletions(-) create mode 100644 output.txt diff --git a/apps/docs/capabilities/cli-root-commands.mdx b/apps/docs/capabilities/cli-root-commands.mdx index 3a7cbf49..e5ea2e35 100644 --- a/apps/docs/capabilities/cli-root-commands.mdx +++ b/apps/docs/capabilities/cli-root-commands.mdx @@ -124,6 +124,8 @@ sidebarTitle: "CLI Commands" # Research-backed generation for all tasks task-master expand --all --research ``` + + When you run `task-master expand --all` after `task-master analyze-complexity`, the expand operation automatically uses the recommended subtask counts from the complexity analysis instead of applying uniform defaults. This ensures each task is broken down according to its actual complexity level. diff --git a/apps/docs/capabilities/mcp.mdx b/apps/docs/capabilities/mcp.mdx index 25f6b779..8d326255 100644 --- a/apps/docs/capabilities/mcp.mdx +++ b/apps/docs/capabilities/mcp.mdx @@ -40,7 +40,7 @@ The MCP tools can be categorized in the same way as the core functionalities: - **`parse_prd`**: Parses a PRD to generate tasks. - **`expand_task`**: Expands a task into subtasks. -- **`expand_all`**: Expands all eligible tasks. +- **`expand_all`**: Expands all eligible tasks, automatically using complexity analysis recommendations when available. - **`analyze_project_complexity`**: Analyzes task complexity. - **`complexity_report`**: Displays the complexity analysis report. diff --git a/apps/docs/capabilities/rpg-method.mdx b/apps/docs/capabilities/rpg-method.mdx index 360c5745..b0aed40a 100644 --- a/apps/docs/capabilities/rpg-method.mdx +++ b/apps/docs/capabilities/rpg-method.mdx @@ -197,7 +197,7 @@ Task Master will: task-master analyze-complexity --research ``` -Review the complexity report to identify tasks that need expansion. +Review the complexity report to identify tasks that need expansion and determine optimal subtask counts. ### Step 4: Expand Tasks @@ -205,7 +205,7 @@ Review the complexity report to identify tasks that need expansion. task-master expand --all --research ``` -Break down complex tasks into manageable subtasks while preserving dependency chains. +Break down complex tasks into manageable subtasks while preserving dependency chains. The expand operation automatically uses the complexity analysis recommendations to determine the appropriate number of subtasks for each task based on its complexity level. --- diff --git a/output.txt b/output.txt new file mode 100644 index 00000000..fdf28086 --- /dev/null +++ b/output.txt @@ -0,0 +1,50 @@ +{"type":"system","subtype":"init","cwd":"/home/runner/work/claude-task-master/claude-task-master","session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","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:remove-task:remove-task","tm:init:init-project-quick","tm:init:init-project","tm:workflows:auto-implement-tasks","tm:workflows:command-pipeline","tm:workflows:smart-workflow","tm:learn","tm:tm-main","tm:parse-prd:parse-prd-with-research","tm:parse-prd:parse-prd","tm:next:next-task","tm:setup:quick-install-taskmaster","tm:setup:install-taskmaster","tm:remove-subtask:remove-subtask","tm:show:show-task","tm:validate-dependencies:validate-dependencies","tm:help","tm:utils:analyze-project","tm:remove-subtasks:remove-subtasks","tm:remove-subtasks:remove-all-subtasks","tm:models:view-models","tm:models:setup-models","tm:add-subtask:convert-task-to-subtask","tm:add-subtask:add-subtask","tm:expand:expand-all-tasks","tm:expand:expand-task","tm:add-dependency:add-dependency","tm:update:update-single-task","tm:update:update-task","tm:update:update-tasks-from-id","tm:add-task:add-task","tm:complexity-report:complexity-report","tm:list:list-tasks-with-subtasks","tm:list:list-tasks-by-status","tm:list:list-tasks","tm:sync-readme:sync-readme","tm:remove-dependency:remove-dependency","tm:generate:generate-tasks","tm:fix-dependencies:fix-dependencies","tm:analyze-complexity:analyze-complexity","tm:status:project-status","tm:set-status:to-done","tm:set-status:to-cancelled","tm:set-status:to-pending","tm:set-status:to-review","tm:set-status:to-in-progress","tm:set-status:to-deferred","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":"26378842-1c72-4db1-aa08-9de52357ed93"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_012xWrNmnVsUrwEuy6naQUex","type":"message","role":"assistant","content":[{"type":"text","text":"I'll analyze the recent changes to understand if documentation updates are needed."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":19467,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":19467,"ephemeral_1h_input_tokens":0},"output_tokens":7,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"a17d64f2-f359-43c2-82a6-302a76889225"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_012xWrNmnVsUrwEuy6naQUex","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Rh4jDn8wRon6nx1b1xXsdA","name":"TodoWrite","input":{"todos":[{"content":"Analyze the changed files to understand the functionality improvements","status":"pending"},{"content":"Check existing documentation in apps/docs/ for relevant sections","status":"pending"},{"content":"Determine if documentation updates are needed","status":"pending"},{"content":"Update documentation if required","status":"pending"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":19467,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":19467,"ephemeral_1h_input_tokens":0},"output_tokens":7,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"7fdeb5f5-44df-4939-be6a-917bfe377a26"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Rh4jDn8wRon6nx1b1xXsdA","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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"20e0a2af-a37e-4a76-b87e-18ce2dba2716"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01WPMbPNTE12bpisoFJsDQCi","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01P8PJ4VuhRfUjJhBGJCukiw","name":"TodoWrite","input":{"todos":[{"content":"Analyze the changed files to understand the functionality improvements","status":"in_progress"},{"content":"Check existing documentation in apps/docs/ for relevant sections","status":"pending"},{"content":"Determine if documentation updates are needed","status":"pending"},{"content":"Update documentation if required","status":"pending"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":186,"cache_read_input_tokens":19467,"cache_creation":{"ephemeral_5m_input_tokens":186,"ephemeral_1h_input_tokens":0},"output_tokens":25,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"b6580688-e8b0-4e5f-84c8-8b07f7ba69f6"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01P8PJ4VuhRfUjJhBGJCukiw","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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"aa268634-b8e5-43b6-8528-50f8ecdfeedd"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01AbV3Vp7VtPXPJNx1N96Fq6","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01MydnQFwVpEAUbkp54pFUbt","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/.changeset/smart-owls-relax.md"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":176,"cache_read_input_tokens":19653,"cache_creation":{"ephemeral_5m_input_tokens":176,"ephemeral_1h_input_tokens":0},"output_tokens":18,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"9d109db3-7520-45d6-9d26-11d953a57b10"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01AbV3Vp7VtPXPJNx1N96Fq6","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01PYVspTu8BwUr71JkGGWMM9","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/mcp-server/src/core/direct-functions/expand-all-tasks.js"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":176,"cache_read_input_tokens":19653,"cache_creation":{"ephemeral_5m_input_tokens":176,"ephemeral_1h_input_tokens":0},"output_tokens":18,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"62488760-76b5-46b3-aa0b-c7f61b3ba6b2"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01AbV3Vp7VtPXPJNx1N96Fq6","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01L3y3CUbavSPxfZNafnDczb","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/mcp-server/src/tools/expand-all.js"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":176,"cache_read_input_tokens":19653,"cache_creation":{"ephemeral_5m_input_tokens":176,"ephemeral_1h_input_tokens":0},"output_tokens":18,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"e1f7284a-f6e4-46de-8954-acc8c442f7df"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MydnQFwVpEAUbkp54pFUbt","type":"tool_result","content":" 1→---\n 2→\"task-master-ai\": minor\n 3→---\n 4→\n 5→Enhance `expand_all` to intelligently use complexity analysis recommendations when expanding tasks. \n 6→\n 7→The expand-all operation now automatically leverages recommendations from `analyze-complexity` to determine optimal subtask counts for each task, resulting in more accurate and context-aware task breakdowns.\n 8→\n 9→Key improvements:\n 10→- Automatic integration with complexity analysis reports\n 11→- Tag-aware complexity report path resolution\n 12→- Intelligent subtask count determination based on task complexity\n 13→- Falls back to defaults when complexity analysis is unavailable\n 14→- Enhanced logging for better visibility into expansion decisions\n 15→\n 16→When you run `task-master expand --all` after `task-master analyze-complexity`, Task Master now uses the recommended subtask counts from the complexity analysis instead of applying uniform defaults, ensuring each task is broken down according to its actual complexity.\n 17→\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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"6ddcabd3-b793-4421-bfb7-65541aca2ec9"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PYVspTu8BwUr71JkGGWMM9","type":"tool_result","content":" 1→/**\n 2→ * Direct function wrapper for expandAllTasks\n 3→ */\n 4→\n 5→import { expandAllTasks } from '../../../../scripts/modules/task-manager.js';\n 6→import {\n 7→\tenableSilentMode,\n 8→\tdisableSilentMode\n 9→} from '../../../../scripts/modules/utils.js';\n 10→import { createLogWrapper } from '../../tools/utils.js';\n 11→import { resolveComplexityReportOutputPath } from '../../../../src/utils/path-utils.js';\n 12→\n 13→/**\n 14→ * Expand all pending tasks with subtasks (Direct Function Wrapper)\n 15→ * @param {Object} args - Function arguments\n 16→ * @param {string} args.tasksJsonPath - Explicit path to the tasks.json file.\n 17→ * @param {number|string} [args.num] - Number of subtasks to generate\n 18→ * @param {boolean} [args.research] - Enable research-backed subtask generation\n 19→ * @param {string} [args.prompt] - Additional context to guide subtask generation\n 20→ * @param {boolean} [args.force] - Force regeneration of subtasks for tasks that already have them\n 21→ * @param {string} [args.projectRoot] - Project root path.\n 22→ * @param {string} [args.tag] - Tag for the task (optional)\n 23→ * @param {Object} log - Logger object from FastMCP\n 24→ * @param {Object} context - Context object containing session\n 25→ * @returns {Promise<{success: boolean, data?: Object, error?: {code: string, message: string}}>}\n 26→ */\n 27→export async function expandAllTasksDirect(args, log, context = {}) {\n 28→\tconst { session } = context; // Extract session\n 29→\t// Destructure expected args, including projectRoot and complexityReportPath\n 30→\tconst {\n 31→\t\ttasksJsonPath,\n 32→\t\tnum,\n 33→\t\tresearch,\n 34→\t\tprompt,\n 35→\t\tforce,\n 36→\t\tprojectRoot,\n 37→\t\ttag,\n 38→\t\tcomplexityReportPath: providedComplexityReportPath\n 39→\t} = args;\n 40→\n 41→\t// Create logger wrapper using the utility\n 42→\tconst mcpLog = createLogWrapper(log);\n 43→\n 44→\t// Use provided complexity report path or compute it\n 45→\tconst complexityReportPath =\n 46→\t\tprovidedComplexityReportPath ||\n 47→\t\tresolveComplexityReportOutputPath(null, { projectRoot, tag }, log);\n 48→\n 49→\tlog.info(\n 50→\t\t`Expand all tasks will use complexity report at: ${complexityReportPath}`\n 51→\t);\n 52→\n 53→\tif (!tasksJsonPath) {\n 54→\t\tlog.error('expandAllTasksDirect called without tasksJsonPath');\n 55→\t\treturn {\n 56→\t\t\tsuccess: false,\n 57→\t\t\terror: {\n 58→\t\t\t\tcode: 'MISSING_ARGUMENT',\n 59→\t\t\t\tmessage: 'tasksJsonPath is required'\n 60→\t\t\t}\n 61→\t\t};\n 62→\t}\n 63→\n 64→\tenableSilentMode(); // Enable silent mode for the core function call\n 65→\ttry {\n 66→\t\tlog.info(\n 67→\t\t\t`Calling core expandAllTasks with args: ${JSON.stringify({ num, research, prompt, force, projectRoot, tag })}`\n 68→\t\t);\n 69→\n 70→\t\t// Parse parameters (ensure correct types)\n 71→\t\tconst numSubtasks = num ? parseInt(num, 10) : undefined;\n 72→\t\tconst useResearch = research === true;\n 73→\t\tconst additionalContext = prompt || '';\n 74→\t\tconst forceFlag = force === true;\n 75→\n 76→\t\t// Call the core function, passing options and the context object { session, mcpLog, projectRoot, tag, complexityReportPath }\n 77→\t\tconst result = await expandAllTasks(\n 78→\t\t\ttasksJsonPath,\n 79→\t\t\tnumSubtasks,\n 80→\t\t\tuseResearch,\n 81→\t\t\tadditionalContext,\n 82→\t\t\tforceFlag,\n 83→\t\t\t{ session, mcpLog, projectRoot, tag, complexityReportPath },\n 84→\t\t\t'json'\n 85→\t\t);\n 86→\n 87→\t\t// Core function now returns a summary object including the *aggregated* telemetryData\n 88→\t\treturn {\n 89→\t\t\tsuccess: true,\n 90→\t\t\tdata: {\n 91→\t\t\t\tmessage: `Expand all operation completed. Expanded: ${result.expandedCount}, Failed: ${result.failedCount}, Skipped: ${result.skippedCount}`,\n 92→\t\t\t\tdetails: {\n 93→\t\t\t\t\texpandedCount: result.expandedCount,\n 94→\t\t\t\t\tfailedCount: result.failedCount,\n 95→\t\t\t\t\tskippedCount: result.skippedCount,\n 96→\t\t\t\t\ttasksToExpand: result.tasksToExpand\n 97→\t\t\t\t},\n 98→\t\t\t\ttelemetryData: result.telemetryData // Pass the aggregated object\n 99→\t\t\t}\n 100→\t\t};\n 101→\t} catch (error) {\n 102→\t\t// Log the error using the MCP logger\n 103→\t\tlog.error(`Error during core expandAllTasks execution: ${error.message}`);\n 104→\t\t// Optionally log stack trace if available and debug enabled\n 105→\t\t// if (error.stack && log.debug) { log.debug(error.stack); }\n 106→\n 107→\t\treturn {\n 108→\t\t\tsuccess: false,\n 109→\t\t\terror: {\n 110→\t\t\t\tcode: 'CORE_FUNCTION_ERROR', // Or a more specific code if possible\n 111→\t\t\t\tmessage: error.message\n 112→\t\t\t}\n 113→\t\t};\n 114→\t} finally {\n 115→\t\tdisableSilentMode(); // IMPORTANT: Ensure silent mode is always disabled\n 116→\t}\n 117→}\n 118→\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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"310fa5fc-c10f-45ea-b6ab-42a5d4f65081"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01L3y3CUbavSPxfZNafnDczb","type":"tool_result","content":" 1→/**\n 2→ * tools/expand-all.js\n 3→ * Tool for expanding all pending tasks with subtasks\n 4→ */\n 5→\n 6→import { z } from 'zod';\n 7→import {\n 8→\thandleApiResult,\n 9→\tcreateErrorResponse,\n 10→\twithNormalizedProjectRoot\n 11→} from './utils.js';\n 12→import { expandAllTasksDirect } from '../core/task-master-core.js';\n 13→import {\n 14→\tfindTasksPath,\n 15→\tresolveComplexityReportOutputPath\n 16→} from '../core/utils/path-utils.js';\n 17→import { resolveTag } from '../../../scripts/modules/utils.js';\n 18→\n 19→/**\n 20→ * Register the expandAll tool with the MCP server\n 21→ * @param {Object} server - FastMCP server instance\n 22→ */\n 23→export function registerExpandAllTool(server) {\n 24→\tserver.addTool({\n 25→\t\tname: 'expand_all',\n 26→\t\tdescription:\n 27→\t\t\t'Expand all pending tasks into subtasks based on complexity or defaults',\n 28→\t\tparameters: z.object({\n 29→\t\t\tnum: z\n 30→\t\t\t\t.string()\n 31→\t\t\t\t.optional()\n 32→\t\t\t\t.describe(\n 33→\t\t\t\t\t'Target number of subtasks per task (uses complexity/defaults otherwise)'\n 34→\t\t\t\t),\n 35→\t\t\tresearch: z\n 36→\t\t\t\t.boolean()\n 37→\t\t\t\t.optional()\n 38→\t\t\t\t.describe(\n 39→\t\t\t\t\t'Enable research-backed subtask generation (e.g., using Perplexity)'\n 40→\t\t\t\t),\n 41→\t\t\tprompt: z\n 42→\t\t\t\t.string()\n 43→\t\t\t\t.optional()\n 44→\t\t\t\t.describe(\n 45→\t\t\t\t\t'Additional context to guide subtask generation for all tasks'\n 46→\t\t\t\t),\n 47→\t\t\tforce: z\n 48→\t\t\t\t.boolean()\n 49→\t\t\t\t.optional()\n 50→\t\t\t\t.describe(\n 51→\t\t\t\t\t'Force regeneration of subtasks for tasks that already have them'\n 52→\t\t\t\t),\n 53→\t\t\tfile: z\n 54→\t\t\t\t.string()\n 55→\t\t\t\t.optional()\n 56→\t\t\t\t.describe(\n 57→\t\t\t\t\t'Absolute path to the tasks file in the /tasks folder inside the project root (default: tasks/tasks.json)'\n 58→\t\t\t\t),\n 59→\t\t\tprojectRoot: z\n 60→\t\t\t\t.string()\n 61→\t\t\t\t.optional()\n 62→\t\t\t\t.describe(\n 63→\t\t\t\t\t'Absolute path to the project root directory (derived from session if possible)'\n 64→\t\t\t\t),\n 65→\t\t\ttag: z.string().optional().describe('Tag context to operate on')\n 66→\t\t}),\n 67→\t\texecute: withNormalizedProjectRoot(async (args, { log, session }) => {\n 68→\t\t\ttry {\n 69→\t\t\t\tlog.info(\n 70→\t\t\t\t\t`Tool expand_all execution started with args: ${JSON.stringify(args)}`\n 71→\t\t\t\t);\n 72→\n 73→\t\t\t\tconst resolvedTag = resolveTag({\n 74→\t\t\t\t\tprojectRoot: args.projectRoot,\n 75→\t\t\t\t\ttag: args.tag\n 76→\t\t\t\t});\n 77→\t\t\t\tlet tasksJsonPath;\n 78→\t\t\t\ttry {\n 79→\t\t\t\t\ttasksJsonPath = findTasksPath(\n 80→\t\t\t\t\t\t{ projectRoot: args.projectRoot, file: args.file },\n 81→\t\t\t\t\t\tlog\n 82→\t\t\t\t\t);\n 83→\t\t\t\t\tlog.info(`Resolved tasks.json path: ${tasksJsonPath}`);\n 84→\t\t\t\t} catch (error) {\n 85→\t\t\t\t\tlog.error(`Error finding tasks.json: ${error.message}`);\n 86→\t\t\t\t\treturn createErrorResponse(\n 87→\t\t\t\t\t\t`Failed to find tasks.json: ${error.message}`\n 88→\t\t\t\t\t);\n 89→\t\t\t\t}\n 90→\n 91→\t\t\t\t// Resolve complexity report path to use recommendations from analyze-complexity\n 92→\t\t\t\tconst complexityReportPath = resolveComplexityReportOutputPath(\n 93→\t\t\t\t\tnull,\n 94→\t\t\t\t\t{ projectRoot: args.projectRoot, tag: resolvedTag },\n 95→\t\t\t\t\tlog\n 96→\t\t\t\t);\n 97→\t\t\t\tlog.info(`Using complexity report path: ${complexityReportPath}`);\n 98→\n 99→\t\t\t\tconst result = await expandAllTasksDirect(\n 100→\t\t\t\t\t{\n 101→\t\t\t\t\t\ttasksJsonPath: tasksJsonPath,\n 102→\t\t\t\t\t\tnum: args.num,\n 103→\t\t\t\t\t\tresearch: args.research,\n 104→\t\t\t\t\t\tprompt: args.prompt,\n 105→\t\t\t\t\t\tforce: args.force,\n 106→\t\t\t\t\t\tprojectRoot: args.projectRoot,\n 107→\t\t\t\t\t\ttag: resolvedTag,\n 108→\t\t\t\t\t\tcomplexityReportPath\n 109→\t\t\t\t\t},\n 110→\t\t\t\t\tlog,\n 111→\t\t\t\t\t{ session }\n 112→\t\t\t\t);\n 113→\n 114→\t\t\t\treturn handleApiResult(\n 115→\t\t\t\t\tresult,\n 116→\t\t\t\t\tlog,\n 117→\t\t\t\t\t'Error expanding all tasks',\n 118→\t\t\t\t\tundefined,\n 119→\t\t\t\t\targs.projectRoot\n 120→\t\t\t\t);\n 121→\t\t\t} catch (error) {\n 122→\t\t\t\tlog.error(\n 123→\t\t\t\t\t`Unexpected error in expand_all tool execute: ${error.message}`\n 124→\t\t\t\t);\n 125→\t\t\t\tif (error.stack) {\n 126→\t\t\t\t\tlog.error(error.stack);\n 127→\t\t\t\t}\n 128→\t\t\t\treturn createErrorResponse(\n 129→\t\t\t\t\t`An unexpected error occurred: ${error.message}`\n 130→\t\t\t\t);\n 131→\t\t\t}\n 132→\t\t})\n 133→\t});\n 134→}\n 135→\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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"36f19bdb-d403-41e2-b826-e48d4867062e"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01NftyXwPctXvc9dxJNrgbtT","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01HR8xL2SPFNZXTXxKXJLpCy","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/mcp-server/src/core/utils/path-utils.js"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":3738,"cache_read_input_tokens":19829,"cache_creation":{"ephemeral_5m_input_tokens":3738,"ephemeral_1h_input_tokens":0},"output_tokens":24,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"92e80b63-2f9c-43a3-a8d1-ff858dfebafe"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01HR8xL2SPFNZXTXxKXJLpCy","type":"tool_result","content":" 1→import path from 'path';\n 2→import {\n 3→\tfindTasksPath as coreFindTasksPath,\n 4→\tfindPRDPath as coreFindPrdPath,\n 5→\tfindComplexityReportPath as coreFindComplexityReportPath,\n 6→\tresolveComplexityReportOutputPath as coreResolveComplexityReportOutputPath,\n 7→\tfindProjectRoot as coreFindProjectRoot,\n 8→\tnormalizeProjectRoot\n 9→} from '../../../../src/utils/path-utils.js';\n 10→import { PROJECT_MARKERS } from '../../../../src/constants/paths.js';\n 11→\n 12→/**\n 13→ * MCP-specific path utilities that extend core path utilities with session support\n 14→ * This module handles session-specific path resolution for the MCP server\n 15→ */\n 16→\n 17→/**\n 18→ * Silent logger for MCP context to prevent console output\n 19→ */\n 20→const silentLogger = {\n 21→\tinfo: () => {},\n 22→\twarn: () => {},\n 23→\terror: () => {},\n 24→\tdebug: () => {},\n 25→\tsuccess: () => {}\n 26→};\n 27→\n 28→/**\n 29→ * Cache for last found project root to improve performance\n 30→ */\n 31→export const lastFoundProjectRoot = null;\n 32→\n 33→/**\n 34→ * Find PRD file with MCP support\n 35→ * @param {string} [explicitPath] - Explicit path to PRD file (highest priority)\n 36→ * @param {Object} [args] - Arguments object for context\n 37→ * @param {Object} [log] - Logger object to prevent console logging\n 38→ * @returns {string|null} - Resolved path to PRD file or null if not found\n 39→ */\n 40→export function findPrdPath(explicitPath, args = null, log = silentLogger) {\n 41→\treturn coreFindPrdPath(explicitPath, args, log);\n 42→}\n 43→\n 44→/**\n 45→ * Resolve tasks.json path from arguments\n 46→ * Prioritizes explicit path parameter, then uses fallback logic\n 47→ * @param {Object} args - Arguments object containing projectRoot and optional file path\n 48→ * @param {Object} [log] - Logger object to prevent console logging\n 49→ * @returns {string|null} - Resolved path to tasks.json or null if not found\n 50→ */\n 51→export function resolveTasksPath(args, log = silentLogger) {\n 52→\t// Get explicit path from args.file if provided\n 53→\tconst explicitPath = args?.file;\n 54→\tconst rawProjectRoot = args?.projectRoot;\n 55→\n 56→\t// If explicit path is provided and absolute, use it directly\n 57→\tif (explicitPath && path.isAbsolute(explicitPath)) {\n 58→\t\treturn explicitPath;\n 59→\t}\n 60→\n 61→\t// Normalize project root if provided\n 62→\tconst projectRoot = rawProjectRoot\n 63→\t\t? normalizeProjectRoot(rawProjectRoot)\n 64→\t\t: null;\n 65→\n 66→\t// If explicit path is relative, resolve it relative to normalized projectRoot\n 67→\tif (explicitPath && projectRoot) {\n 68→\t\treturn path.resolve(projectRoot, explicitPath);\n 69→\t}\n 70→\n 71→\t// Use core findTasksPath with explicit path and normalized projectRoot context\n 72→\tif (projectRoot) {\n 73→\t\tconst foundPath = coreFindTasksPath(explicitPath, { projectRoot }, log);\n 74→\t\t// If core function returns null and no explicit path was provided,\n 75→\t\t// construct the expected default path as documented\n 76→\t\tif (foundPath === null && !explicitPath) {\n 77→\t\t\tconst defaultPath = path.join(\n 78→\t\t\t\tprojectRoot,\n 79→\t\t\t\t'.taskmaster',\n 80→\t\t\t\t'tasks',\n 81→\t\t\t\t'tasks.json'\n 82→\t\t\t);\n 83→\t\t\tlog?.info?.(\n 84→\t\t\t\t`Core findTasksPath returned null, using default path: ${defaultPath}`\n 85→\t\t\t);\n 86→\t\t\treturn defaultPath;\n 87→\t\t}\n 88→\t\treturn foundPath;\n 89→\t}\n 90→\n 91→\t// Fallback to core function without projectRoot context\n 92→\tconst foundPath = coreFindTasksPath(explicitPath, null, log);\n 93→\t// Note: When no projectRoot is available, we can't construct a default path\n 94→\t// so we return null and let the calling code handle the error\n 95→\treturn foundPath;\n 96→}\n 97→\n 98→/**\n 99→ * Resolve PRD path from arguments\n 100→ * @param {Object} args - Arguments object containing projectRoot and optional input path\n 101→ * @param {Object} [log] - Logger object to prevent console logging\n 102→ * @returns {string|null} - Resolved path to PRD file or null if not found\n 103→ */\n 104→export function resolvePrdPath(args, log = silentLogger) {\n 105→\t// Get explicit path from args.input if provided\n 106→\tconst explicitPath = args?.input;\n 107→\tconst rawProjectRoot = args?.projectRoot;\n 108→\n 109→\t// If explicit path is provided and absolute, use it directly\n 110→\tif (explicitPath && path.isAbsolute(explicitPath)) {\n 111→\t\treturn explicitPath;\n 112→\t}\n 113→\n 114→\t// Normalize project root if provided\n 115→\tconst projectRoot = rawProjectRoot\n 116→\t\t? normalizeProjectRoot(rawProjectRoot)\n 117→\t\t: null;\n 118→\n 119→\t// If explicit path is relative, resolve it relative to normalized projectRoot\n 120→\tif (explicitPath && projectRoot) {\n 121→\t\treturn path.resolve(projectRoot, explicitPath);\n 122→\t}\n 123→\n 124→\t// Use core findPRDPath with explicit path and normalized projectRoot context\n 125→\tif (projectRoot) {\n 126→\t\treturn coreFindPrdPath(explicitPath, { projectRoot }, log);\n 127→\t}\n 128→\n 129→\t// Fallback to core function without projectRoot context\n 130→\treturn coreFindPrdPath(explicitPath, null, log);\n 131→}\n 132→\n 133→/**\n 134→ * Resolve complexity report path from arguments\n 135→ * @param {Object} args - Arguments object containing projectRoot and optional complexityReport path\n 136→ * @param {Object} [log] - Logger object to prevent console logging\n 137→ * @returns {string|null} - Resolved path to complexity report or null if not found\n 138→ */\n 139→export function resolveComplexityReportPath(args, log = silentLogger) {\n 140→\t// Get explicit path from args.complexityReport if provided\n 141→\tconst explicitPath = args?.complexityReport;\n 142→\tconst rawProjectRoot = args?.projectRoot;\n 143→\tconst tag = args?.tag;\n 144→\n 145→\t// If explicit path is provided and absolute, use it directly\n 146→\tif (explicitPath && path.isAbsolute(explicitPath)) {\n 147→\t\treturn explicitPath;\n 148→\t}\n 149→\n 150→\t// Normalize project root if provided\n 151→\tconst projectRoot = rawProjectRoot\n 152→\t\t? normalizeProjectRoot(rawProjectRoot)\n 153→\t\t: null;\n 154→\n 155→\t// If explicit path is relative, resolve it relative to normalized projectRoot\n 156→\tif (explicitPath && projectRoot) {\n 157→\t\treturn path.resolve(projectRoot, explicitPath);\n 158→\t}\n 159→\n 160→\t// Use core findComplexityReportPath with explicit path and normalized projectRoot context\n 161→\tif (projectRoot) {\n 162→\t\treturn coreFindComplexityReportPath(\n 163→\t\t\texplicitPath,\n 164→\t\t\t{ projectRoot, tag },\n 165→\t\t\tlog\n 166→\t\t);\n 167→\t}\n 168→\n 169→\t// Fallback to core function without projectRoot context\n 170→\treturn coreFindComplexityReportPath(explicitPath, null, log);\n 171→}\n 172→\n 173→/**\n 174→ * Resolve any project-relative path from arguments\n 175→ * @param {string} relativePath - Relative path to resolve\n 176→ * @param {Object} args - Arguments object containing projectRoot\n 177→ * @returns {string} - Resolved absolute path\n 178→ */\n 179→export function resolveProjectPath(relativePath, args) {\n 180→\t// Ensure we have a projectRoot from args\n 181→\tif (!args?.projectRoot) {\n 182→\t\tthrow new Error('projectRoot is required in args to resolve project paths');\n 183→\t}\n 184→\n 185→\t// Normalize the project root to prevent double .taskmaster paths\n 186→\tconst projectRoot = normalizeProjectRoot(args.projectRoot);\n 187→\n 188→\t// If already absolute, return as-is\n 189→\tif (path.isAbsolute(relativePath)) {\n 190→\t\treturn relativePath;\n 191→\t}\n 192→\n 193→\t// Resolve relative to normalized projectRoot\n 194→\treturn path.resolve(projectRoot, relativePath);\n 195→}\n 196→\n 197→/**\n 198→ * Find project root using core utility\n 199→ * @param {string} [startDir] - Directory to start searching from\n 200→ * @returns {string|null} - Project root path or null if not found\n 201→ */\n 202→export function findProjectRoot(startDir) {\n 203→\treturn coreFindProjectRoot(startDir);\n 204→}\n 205→\n 206→// MAIN EXPORTS FOR MCP TOOLS - these are the functions MCP tools should use\n 207→\n 208→/**\n 209→ * Find tasks.json path from arguments - primary MCP function\n 210→ * @param {Object} args - Arguments object containing projectRoot and optional file path\n 211→ * @param {Object} [log] - Log function to prevent console logging\n 212→ * @returns {string|null} - Resolved path to tasks.json or null if not found\n 213→ */\n 214→export function findTasksPath(args, log = silentLogger) {\n 215→\treturn resolveTasksPath(args, log);\n 216→}\n 217→\n 218→/**\n 219→ * Find complexity report path from arguments - primary MCP function\n 220→ * @param {Object} args - Arguments object containing projectRoot and optional complexityReport path\n 221→ * @param {Object} [log] - Log function to prevent console logging\n 222→ * @returns {string|null} - Resolved path to complexity report or null if not found\n 223→ */\n 224→export function findComplexityReportPath(args, log = silentLogger) {\n 225→\treturn resolveComplexityReportPath(args, log);\n 226→}\n 227→\n 228→/**\n 229→ * Resolve complexity report output path (create if needed) - primary MCP function\n 230→ * @param {string|null} [explicitPath] - Explicit path to complexity report\n 231→ * @param {Object} args - Arguments object containing projectRoot and tag\n 232→ * @param {Object} [log] - Log function to prevent console logging\n 233→ * @returns {string} - Resolved output path for complexity report\n 234→ */\n 235→export function resolveComplexityReportOutputPath(\n 236→\texplicitPath,\n 237→\targs,\n 238→\tlog = silentLogger\n 239→) {\n 240→\treturn coreResolveComplexityReportOutputPath(explicitPath, args, log);\n 241→}\n 242→\n 243→/**\n 244→ * Find PRD path - primary MCP function\n 245→ * @param {string} [explicitPath] - Explicit path to PRD file\n 246→ * @param {Object} [args] - Arguments object for context (not used in current implementation)\n 247→ * @param {Object} [log] - Logger object to prevent console logging\n 248→ * @returns {string|null} - Resolved path to PRD file or null if not found\n 249→ */\n 250→export function findPRDPath(explicitPath, args = null, log = silentLogger) {\n 251→\treturn findPrdPath(explicitPath, args, log);\n 252→}\n 253→\n 254→// Legacy aliases for backward compatibility - DEPRECATED\n 255→export const findTasksJsonPath = findTasksPath;\n 256→export const findComplexityReportJsonPath = findComplexityReportPath;\n 257→\n 258→// Re-export PROJECT_MARKERS for MCP tools that import it from this module\n 259→export { PROJECT_MARKERS };\n 260→\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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"d6848a85-1b34-41a4-936c-6cf2f22dd2ef"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_011mWDcRvf912xMTU9YRkcpn","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01UsQ8Z7UyoxPopd4mjcnFnQ","name":"TodoWrite","input":{"todos":[{"content":"Analyze the changed files to understand the functionality improvements","status":"completed"},{"content":"Check existing documentation in apps/docs/ for relevant sections","status":"in_progress"},{"content":"Determine if documentation updates are needed","status":"pending"},{"content":"Update documentation if required","status":"pending"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":3510,"cache_read_input_tokens":23567,"cache_creation":{"ephemeral_5m_input_tokens":3510,"ephemeral_1h_input_tokens":0},"output_tokens":26,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"9d996f08-9afb-4912-b9b7-0fc372ea092d"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01UsQ8Z7UyoxPopd4mjcnFnQ","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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"56b56365-3b75-4e9f-ab13-76e92ff00fae"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01DT7S8ne7AwpNEumaoZNFn8","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014QzZsdbzQ8q5eZBmXqZK3Y","name":"Glob","input":{"pattern":"**/apps/docs/**"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":176,"cache_read_input_tokens":27077,"cache_creation":{"ephemeral_5m_input_tokens":176,"ephemeral_1h_input_tokens":0},"output_tokens":26,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"bbecbea6-1712-462e-8f2d-57e08fe07c59"} 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generate tasks\n 11→ task-master parse-prd \n 12→\n 13→ # Limit the number of tasks generated\n 14→ task-master parse-prd --num-tasks=10\n 15→ ```\n 16→ \n 17→\n 18→ \n 19→ ```bash\n 20→ # List all tasks\n 21→ task-master list\n 22→\n 23→ # List tasks with a specific status\n 24→ task-master list --status=\n 25→\n 26→ # List tasks with subtasks\n 27→ task-master list --with-subtasks\n 28→\n 29→ # List tasks with a specific status and include subtasks\n 30→ task-master list --status= --with-subtasks\n 31→ ```\n 32→ \n 33→\n 34→ \n 35→ ```bash\n 36→ # Show the next task to work on based on dependencies and status\n 37→ task-master next\n 38→ ```\n 39→ \n 40→\n 41→ \n 42→ ```bash\n 43→ # Show details of a specific task\n 44→ task-master show \n 45→ # or\n 46→ task-master show --id=\n 47→\n 48→ # View a specific subtask (e.g., subtask 2 of task 1)\n 49→ task-master show 1.2\n 50→ ```\n 51→ \n 52→\n 53→ \n 54→ ```bash\n 55→ # Update tasks from a specific ID and provide context\n 56→ task-master update --from= --prompt=\"\"\n 57→ ```\n 58→ \n 59→\n 60→ \n 61→ ```bash\n 62→ # Update a single task by ID with new information\n 63→ task-master update-task --id= --prompt=\"\"\n 64→\n 65→ # Use research-backed updates with Perplexity AI\n 66→ task-master update-task --id= --prompt=\"\" --research\n 67→ ```\n 68→ \n 69→\n 70→ \n 71→ ```bash\n 72→ # Append additional information to a specific subtask\n 73→ task-master update-subtask --id= --prompt=\"\"\n 74→\n 75→ # Example: Add details about API rate limiting to subtask 2 of task 5\n 76→ task-master update-subtask --id=5.2 --prompt=\"Add rate limiting of 100 requests per minute\"\n 77→\n 78→ # Use research-backed updates with Perplexity AI\n 79→ task-master update-subtask --id= --prompt=\"\" --research\n 80→ ```\n 81→\n 82→ 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 83→ \n 84→\n 85→ \n 86→ ```bash\n 87→ # Generate individual task files from tasks.json\n 88→ task-master generate\n 89→ ```\n 90→ \n 91→\n 92→ \n 93→ ```bash\n 94→ # Set status of a single task\n 95→ task-master set-status --id= --status=\n 96→\n 97→ # Set status for multiple tasks\n 98→ task-master set-status --id=1,2,3 --status=\n 99→\n 100→ # Set status for subtasks\n 101→ task-master set-status --id=1.1,1.2 --status=\n 102→ ```\n 103→\n 104→ When marking a task as \"done\", all of its subtasks will automatically be marked as \"done\" as well.\n 105→ \n 106→\n 107→ \n 108→ ```bash\n 109→ # Expand a specific task with subtasks\n 110→ task-master expand --id= --num=\n 111→\n 112→ # Expand with additional context\n 113→ task-master expand --id= --prompt=\"\"\n 114→\n 115→ # Expand all pending tasks\n 116→ task-master expand --all\n 117→\n 118→ # Force regeneration of subtasks for tasks that already have them\n 119→ task-master expand --all --force\n 120→\n 121→ # Research-backed subtask generation for a specific task\n 122→ task-master expand --id= --research\n 123→\n 124→ # Research-backed generation for all tasks\n 125→ task-master expand --all --research\n 126→ ```\n 127→ \n 128→\n 129→ \n 130→ ```bash\n 131→ # Clear subtasks from a specific task\n 132→ task-master clear-subtasks --id=\n 133→\n 134→ # Clear subtasks from multiple tasks\n 135→ task-master clear-subtasks --id=1,2,3\n 136→\n 137→ # Clear subtasks from all tasks\n 138→ task-master clear-subtasks --all\n 139→ ```\n 140→ \n 141→\n 142→ \n 143→ ```bash\n 144→ # Analyze complexity of all tasks\n 145→ task-master analyze-complexity\n 146→\n 147→ # Save report to a custom location\n 148→ task-master analyze-complexity --output=my-report.json\n 149→\n 150→ # Use a specific LLM model\n 151→ task-master analyze-complexity --model=claude-3-opus-20240229\n 152→\n 153→ # Set a custom complexity threshold (1-10)\n 154→ task-master analyze-complexity --threshold=6\n 155→\n 156→ # Use an alternative tasks file\n 157→ task-master analyze-complexity --file=custom-tasks.json\n 158→\n 159→ # Use your configured research model for research-backed complexity analysis\n 160→ task-master analyze-complexity --research\n 161→ ```\n 162→ \n 163→\n 164→ \n 165→ ```bash\n 166→ # Display the task complexity analysis report\n 167→ task-master complexity-report\n 168→\n 169→ # View a report at a custom location\n 170→ task-master complexity-report --file=my-report.json\n 171→ ```\n 172→ \n 173→\n 174→ \n 175→ ```bash\n 176→ # Add a dependency to a task\n 177→ task-master add-dependency --id= --depends-on=\n 178→\n 179→ # Remove a dependency from a task\n 180→ task-master remove-dependency --id= --depends-on=\n 181→\n 182→ # Validate dependencies without fixing them\n 183→ task-master validate-dependencies\n 184→\n 185→ # Find and fix invalid dependencies automatically\n 186→ task-master fix-dependencies\n 187→ ```\n 188→ \n 189→\n 190→ \n 191→ ```bash\n 192→ # Add a new task using AI\n 193→ task-master add-task --prompt=\"Description of the new task\"\n 194→\n 195→ # Add a task with dependencies\n 196→ task-master add-task --prompt=\"Description\" --dependencies=1,2,3\n 197→\n 198→ # Add a task with priority\n 199→ task-master add-task --prompt=\"Description\" --priority=high\n 200→ ```\n 201→ \n 202→\n 203→ \n 204→ ```bash\n 205→ # Initialize a new project with Task Master structure\n 206→ task-master init\n 207→ ```\n 208→ \n 209→\n 210→\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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"1dbb6e90-7c91-468d-9824-38d4c6a33657"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01WDYgwudcJBaJz7BvpY39DY","type":"tool_result","content":" 1→---\n 2→title: RPG Method for PRD Creation\n 3→sidebarTitle: \"RPG Method\"\n 4→---\n 5→\n 6→# Repository Planning Graph (RPG) Method\n 7→\n 8→The RPG (Repository Planning Graph) method is an advanced approach to creating Product Requirements Documents that generate highly-structured, dependency-aware task graphs. It's based on Microsoft Research's methodology for scalable codebase generation.\n 9→\n 10→## When to Use RPG\n 11→\n 12→Use the RPG template (`example_prd_rpg.txt`) for:\n 13→\n 14→- **Complex multi-module systems** with intricate dependencies\n 15→- **Large-scale codebases** being built from scratch\n 16→- **Projects requiring explicit architecture** and clear module boundaries\n 17→- **Teams needing dependency visibility** for parallel development\n 18→\n 19→For simpler features or smaller projects, the standard `example_prd.txt` template may be more appropriate.\n 20→\n 21→---\n 22→\n 23→## Core Principles\n 24→\n 25→### 1. Dual-Semantics\n 26→\n 27→Separate **functional** thinking (WHAT) from **structural** thinking (HOW):\n 28→\n 29→```\n 30→Functional: \"Data Validation capability with schema checking and rule enforcement\"\n 31→ ↓\n 32→Structural: \"src/validation/ with schema-validator.js and rule-validator.js\"\n 33→```\n 34→\n 35→This separation prevents mixing concerns and creates clearer module boundaries.\n 36→\n 37→### 2. Explicit Dependencies\n 38→\n 39→Never assume dependencies - always state them explicitly:\n 40→\n 41→```\n 42→Good:\n 43→ Module: data-ingestion\n 44→ Depends on: [schema-validator, config-manager]\n 45→\n 46→Bad:\n 47→ Module: data-ingestion\n 48→ (Assumes schema-validator exists somewhere)\n 49→```\n 50→\n 51→Explicit dependencies enable:\n 52→- Topological ordering of implementation\n 53→- Parallel development of independent modules\n 54→- Clear build/test order\n 55→- Early detection of circular dependencies\n 56→\n 57→### 3. Topological Order\n 58→\n 59→Build foundation layers before higher layers:\n 60→\n 61→```\n 62→Phase 0 (Foundation): error-handling, base-types, config\n 63→ ↓\n 64→Phase 1 (Data): validation, ingestion (depend on Phase 0)\n 65→ ↓\n 66→Phase 2 (Core): algorithms, pipelines (depend on Phase 1)\n 67→ ↓\n 68→Phase 3 (API): routes, handlers (depend on Phase 2)\n 69→```\n 70→\n 71→Task Master automatically orders tasks based on this dependency chain.\n 72→\n 73→### 4. Progressive Refinement\n 74→\n 75→Start broad, refine iteratively:\n 76→\n 77→1. High-level capabilities → Main tasks\n 78→2. Features per capability → Subtasks\n 79→3. Implementation details → Expanded subtasks\n 80→\n 81→---\n 82→\n 83→## Template Structure\n 84→\n 85→The RPG template guides you through 7 key sections:\n 86→\n 87→### 1. Overview\n 88→- Problem statement\n 89→- Target users\n 90→- Success metrics\n 91→\n 92→### 2. Functional Decomposition (WHAT)\n 93→- High-level capability domains\n 94→- Features per capability\n 95→- Inputs/outputs/behavior for each feature\n 96→\n 97→**Example:**\n 98→```\n 99→Capability: Data Management\n 100→ Feature: Schema validation\n 101→ Description: Validate JSON against defined schemas\n 102→ Inputs: JSON object, schema definition\n 103→ Outputs: Validation result + error details\n 104→ Behavior: Iterate fields, check types, enforce constraints\n 105→```\n 106→\n 107→### 3. Structural Decomposition (HOW)\n 108→- Repository folder structure\n 109→- Module-to-capability mapping\n 110→- File organization\n 111→- Public interfaces/exports\n 112→\n 113→**Example:**\n 114→```\n 115→Capability: Data Management\n 116→ → Maps to: src/data/\n 117→ ├── schema-validator.js (Schema validation feature)\n 118→ ├── rule-validator.js (Rule validation feature)\n 119→ └── index.js (Exports)\n 120→```\n 121→\n 122→### 4. Dependency Graph (CRITICAL)\n 123→- Foundation layer (no dependencies)\n 124→- Each subsequent layer's dependencies\n 125→- Explicit \"depends on\" declarations\n 126→\n 127→**Example:**\n 128→```\n 129→Foundation Layer (Phase 0):\n 130→ - error-handling: No dependencies\n 131→ - base-types: No dependencies\n 132→\n 133→Data Layer (Phase 1):\n 134→ - schema-validator: Depends on [base-types, error-handling]\n 135→ - data-ingestion: Depends on [schema-validator]\n 136→```\n 137→\n 138→### 5. Implementation Roadmap\n 139→- Phases with entry/exit criteria\n 140→- Tasks grouped by phase\n 141→- Clear deliverables per phase\n 142→\n 143→### 6. Test Strategy\n 144→- Test pyramid ratios\n 145→- Coverage requirements\n 146→- Critical test scenarios per module\n 147→- Guidelines for test generation\n 148→\n 149→### 7. Architecture & Risks\n 150→- Technical architecture\n 151→- Data models\n 152→- Technology decisions\n 153→- Risk mitigation strategies\n 154→\n 155→---\n 156→\n 157→## Using RPG with Task Master\n 158→\n 159→### Step 1: Create PRD with RPG Template\n 160→\n 161→Use a code-context-aware tool to fill out the template:\n 162→\n 163→```bash\n 164→# In Claude Code, Cursor, or similar\n 165→\"Create a PRD using @.taskmaster/templates/example_prd_rpg.txt for [your project]\"\n 166→```\n 167→\n 168→**Why code context matters:** The AI needs to understand your existing codebase to make informed decisions about:\n 169→- Module boundaries\n 170→- Dependency relationships\n 171→- Integration points\n 172→- Naming conventions\n 173→\n 174→**Recommended tools:**\n 175→- Claude Code (claude-code CLI)\n 176→- Cursor/Windsurf\n 177→- Gemini CLI (large contexts)\n 178→- Codex/Grok CLI\n 179→\n 180→### Step 2: Parse PRD into Tasks\n 181→\n 182→```bash\n 183→task-master parse-prd .taskmaster/docs/your-prd.txt --research\n 184→```\n 185→\n 186→Task Master will:\n 187→1. Extract capabilities → Main tasks\n 188→2. Extract features → Subtasks\n 189→3. Parse dependencies → Task dependencies\n 190→4. Order by phases → Task priorities\n 191→\n 192→**Result:** A dependency-aware task graph ready for topological execution.\n 193→\n 194→### Step 3: Analyze Complexity\n 195→\n 196→```bash\n 197→task-master analyze-complexity --research\n 198→```\n 199→\n 200→Review the complexity report to identify tasks that need expansion.\n 201→\n 202→### Step 4: Expand Tasks\n 203→\n 204→```bash\n 205→task-master expand --all --research\n 206→```\n 207→\n 208→Break down complex tasks into manageable subtasks while preserving dependency chains.\n 209→\n 210→---\n 211→\n 212→## RPG Benefits\n 213→\n 214→### For Solo Developers\n 215→- Clear roadmap for implementing complex features\n 216→- Prevents architectural mistakes early\n 217→- Explicit dependency tracking avoids integration issues\n 218→- Enables resuming work after interruptions\n 219→\n 220→### For Teams\n 221→- Parallel development of independent modules\n 222→- Clear contracts between modules (explicit dependencies)\n 223→- Reduced merge conflicts (proper module boundaries)\n 224→- Onboarding aid (architectural overview in PRD)\n 225→\n 226→### For AI Agents\n 227→- Structured context for code generation\n 228→- Clear scope boundaries per task\n 229→- Dependency awareness prevents incomplete implementations\n 230→- Test strategy guidance for TDD workflows\n 231→\n 232→---\n 233→\n 234→## RPG vs Standard Template\n 235→\n 236→| Aspect | Standard Template | RPG Template |\n 237→|--------|------------------|--------------|\n 238→| **Best for** | Simple features | Complex systems |\n 239→| **Dependency handling** | Implicit | Explicit graph |\n 240→| **Structure guidance** | Minimal | Step-by-step |\n 241→| **Examples** | Few | Inline good/bad examples |\n 242→| **Module boundaries** | Vague | Precise mapping |\n 243→| **Task ordering** | Manual | Automatic (topological) |\n 244→| **Learning curve** | Low | Medium |\n 245→| **Resulting task quality** | Good | Excellent |\n 246→\n 247→---\n 248→\n 249→## Tips for Best Results\n 250→\n 251→### 1. Spend Time on Dependencies\n 252→The dependency graph section is the most valuable. List all dependencies explicitly, even if they seem obvious.\n 253→\n 254→### 2. Keep Features Atomic\n 255→Each feature should be independently testable. If a feature description is vague (\"handle data\"), break it into specific features.\n 256→\n 257→### 3. Progressive Refinement\n 258→Don't try to get everything perfect on the first pass:\n 259→1. Fill out high-level sections\n 260→2. Review and refine\n 261→3. Add detail where needed\n 262→4. Let `task-master expand` break down complex tasks further\n 263→\n 264→### 4. Use Research Mode\n 265→```bash\n 266→task-master parse-prd --research\n 267→```\n 268→The `--research` flag leverages AI to enhance task generation with domain knowledge.\n 269→\n 270→### 5. Validate Early\n 271→```bash\n 272→task-master validate-dependencies\n 273→```\n 274→Check for circular dependencies or orphaned modules before starting implementation.\n 275→\n 276→---\n 277→\n 278→## Common Pitfalls\n 279→\n 280→### ❌ Mixing Functional and Structural\n 281→```\n 282→Bad: \"Capability: validation.js\"\n 283→Good: \"Capability: Data Validation\" → maps to \"src/validation/\"\n 284→```\n 285→\n 286→### ❌ Vague Module Boundaries\n 287→```\n 288→Bad: \"Module: utils\"\n 289→Good: \"Module: string-utilities\" with clear exports\n 290→```\n 291→\n 292→### ❌ Implicit Dependencies\n 293→```\n 294→Bad: \"Module: API handlers (needs validation)\"\n 295→Good: \"Module: API handlers, Depends on: [validation, error-handling]\"\n 296→```\n 297→\n 298→### ❌ Skipping Test Strategy\n 299→Without test strategy, the AI won't know what to test during implementation.\n 300→\n 301→---\n 302→\n 303→## Example Workflow\n 304→\n 305→1. **Discuss idea with AI**: Explain your project concept\n 306→2. **Reference RPG template**: Show AI the `example_prd_rpg.txt`\n 307→3. **Co-create PRD**: Work through each section with AI guidance\n 308→4. **Save to docs**: Place in `.taskmaster/docs/your-project.txt`\n 309→5. **Parse PRD**: `task-master parse-prd .taskmaster/docs/your-project.txt --research`\n 310→6. **Analyze**: `task-master analyze-complexity --research`\n 311→7. **Expand**: `task-master expand --all --research`\n 312→8. **Start work**: `task-master next`\n 313→\n 314→---\n 315→\n 316→## Further Reading\n 317→\n 318→- [PRD Creation and Parsing Guide](/getting-started/quick-start/prd-quick)\n 319→- [Task Structure Documentation](/capabilities/task-structure)\n 320→- [Microsoft Research RPG Paper](https://arxiv.org/abs/2410.21376) (Original methodology)\n 321→\n 322→---\n 323→\n 324→\n 325→The RPG template includes inline `` and `` blocks that teach the method as you use it. Read these sections carefully - they provide valuable guidance at each decision point.\n 326→\n 327→\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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"e7751304-d5ce-4288-b775-b73d7a5f00d7"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01PwVXconCbgQAhz5EGM5KTn","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_012BfSPByAANJ8ckpuQYmY46","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/mcp.mdx"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":6044,"cache_read_input_tokens":29474,"cache_creation":{"ephemeral_5m_input_tokens":6044,"ephemeral_1h_input_tokens":0},"output_tokens":25,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"e4a49399-5535-4284-825c-9c75ae7612e3"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_012BfSPByAANJ8ckpuQYmY46","type":"tool_result","content":" 1→---\n 2→title: MCP Tools\n 3→sidebarTitle: \"MCP Tools\"\n 4→---\n 5→\n 6→# MCP Tools\n 7→\n 8→This document provides an overview of the MCP (Machine-to-Machine Communication Protocol) interface for the Task Master application. The MCP interface is defined in the `mcp-server/` directory and exposes the application's core functionalities as a set of tools that can be called remotely.\n 9→\n 10→## Core Concepts\n 11→\n 12→The MCP interface is built on top of the `fastmcp` library and registers a set of tools that correspond to the core functionalities of the Task Master application. These tools are defined in the `mcp-server/src/tools/` directory and are registered with the MCP server in `mcp-server/src/tools/index.js`.\n 13→\n 14→Each tool is defined with a name, a description, and a set of parameters that are validated using the `zod` library. The `execute` function of each tool calls the corresponding core logic function from `scripts/modules/task-manager.js`.\n 15→\n 16→## Tool Categories\n 17→\n 18→The MCP tools can be categorized in the same way as the core functionalities:\n 19→\n 20→### 1. Task and Subtask Management\n 21→\n 22→- **`add_task`**: Creates a new task.\n 23→- **`add_subtask`**: Adds a subtask to a parent task.\n 24→- **`remove_task`**: Removes one or more tasks or subtasks.\n 25→- **`remove_subtask`**: Removes a subtask from its parent.\n 26→- **`update_task`**: Updates a single task.\n 27→- **`update_subtask`**: Appends information to a subtask.\n 28→- **`update`**: Updates multiple tasks.\n 29→- **`move_task`**: Moves a task or subtask.\n 30→- **`clear_subtasks`**: Clears all subtasks from one or more tasks.\n 31→\n 32→### 2. Task Information and Status\n 33→\n 34→- **`get_tasks`**: Lists all tasks.\n 35→- **`get_task`**: Shows the details of a specific task.\n 36→- **`next_task`**: Shows the next task to work on.\n 37→- **`set_task_status`**: Sets the status of a task or subtask.\n 38→\n 39→### 3. Task Analysis and Expansion\n 40→\n 41→- **`parse_prd`**: Parses a PRD to generate tasks.\n 42→- **`expand_task`**: Expands a task into subtasks.\n 43→- **`expand_all`**: Expands all eligible tasks.\n 44→- **`analyze_project_complexity`**: Analyzes task complexity.\n 45→- **`complexity_report`**: Displays the complexity analysis report.\n 46→\n 47→### 4. Dependency Management\n 48→\n 49→- **`add_dependency`**: Adds a dependency to a task.\n 50→- **`remove_dependency`**: Removes a dependency from a task.\n 51→- **`validate_dependencies`**: Validates the dependencies of all tasks.\n 52→- **`fix_dependencies`**: Fixes any invalid dependencies.\n 53→\n 54→### 5. Project and Configuration\n 55→\n 56→- **`initialize_project`**: Initializes a new project.\n 57→- **`generate`**: Generates individual task files.\n 58→- **`models`**: Manages AI model configurations.\n 59→- **`research`**: Performs AI-powered research.\n 60→\n 61→### 6. Tag Management\n 62→\n 63→- **`add_tag`**: Creates a new tag.\n 64→- **`delete_tag`**: Deletes a tag.\n 65→- **`list_tags`**: Lists all tags.\n 66→- **`use_tag`**: Switches to a different tag.\n 67→- **`rename_tag`**: Renames a tag.\n 68→- **`copy_tag`**: Copies a tag.\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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"41b9258e-32f6-4440-8a4b-75b8599fa80f"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_018Gjd5qBxcxTiLhPsKwCfq6","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0171iiAGwCJb3txcHbDVPLP1","name":"TodoWrite","input":{"todos":[{"content":"Analyze the changed files to understand the functionality improvements","status":"completed"},{"content":"Check existing documentation in apps/docs/ for relevant sections","status":"completed"},{"content":"Determine if documentation updates are needed","status":"in_progress"},{"content":"Update documentation if required","status":"pending"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":1236,"cache_read_input_tokens":35518,"cache_creation":{"ephemeral_5m_input_tokens":1236,"ephemeral_1h_input_tokens":0},"output_tokens":26,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"265a21ae-324c-4d3b-b810-39fa260eb126"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0171iiAGwCJb3txcHbDVPLP1","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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"f00a79a7-c647-4564-9f68-2830ab461b81"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01J5rdyHgYisHzFGQffAdXVd","type":"message","role":"assistant","content":[{"type":"text","text":"Based on my analysis of the changes, I can see that the `expand_all` functionality has been enhanced to intelligently use complexity analysis recommendations. Here's what changed:\n\n## Key Changes Analyzed:\n\n1. **Enhanced `expand_all` functionality**: The command now automatically leverages recommendations from `analyze-complexity` to determine optimal subtask counts for each task, instead of applying uniform defaults.\n\n2. **Integration with complexity analysis**: Added automatic integration with complexity analysis reports through a new `resolveComplexityReportOutputPath` function.\n\n3. **Tag-aware complexity report path resolution**: The system can now resolve complexity report paths with tag context.\n\n4. **Better logging and decision visibility**: Enhanced logging to show which complexity report is being used.\n\n5. **Fallback behavior**: Falls back to defaults when complexity analysis is unavailable."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":176,"cache_read_input_tokens":36754,"cache_creation":{"ephemeral_5m_input_tokens":176,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"88cfe9de-bf37-46fb-a7d1-d5b609f6770c"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01J5rdyHgYisHzFGQffAdXVd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01H287cckTtJ5xoSRau6hYHt","name":"TodoWrite","input":{"todos":[{"content":"Analyze the changed files to understand the functionality improvements","status":"completed"},{"content":"Check existing documentation in apps/docs/ for relevant sections","status":"completed"},{"content":"Determine if documentation updates are needed","status":"completed"},{"content":"Update documentation if required","status":"in_progress"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":176,"cache_read_input_tokens":36754,"cache_creation":{"ephemeral_5m_input_tokens":176,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"d4f862c3-a841-4b03-bd07-bb1b399dcd20"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01H287cckTtJ5xoSRau6hYHt","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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"ec0881f7-fa96-41af-8f8f-fc2dd90031b5"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01MsaM6TwdvvwNm1p1BBcoFq","type":"message","role":"assistant","content":[{"type":"text","text":"The changes represent an enhancement to existing functionality rather than new commands or APIs. The documentation needs to be updated to reflect this improved integration between `expand --all` and `analyze-complexity`. I need to update the relevant sections:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":357,"cache_read_input_tokens":36930,"cache_creation":{"ephemeral_5m_input_tokens":357,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"0cbc529f-d612-4415-9563-04313f7f47cb"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01MsaM6TwdvvwNm1p1BBcoFq","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01BKLHnPQ4Fw7a81ZXuTfQoJ","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/cli-root-commands.mdx","offset":107,"limit":25}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":357,"cache_read_input_tokens":36930,"cache_creation":{"ephemeral_5m_input_tokens":357,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"708e1df8-3393-4953-a92e-9007fb5c7295"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01BKLHnPQ4Fw7a81ZXuTfQoJ","type":"tool_result","content":" 107→ \n 108→ ```bash\n 109→ # Expand a specific task with subtasks\n 110→ task-master expand --id= --num=\n 111→\n 112→ # Expand with additional context\n 113→ task-master expand --id= --prompt=\"\"\n 114→\n 115→ # Expand all pending tasks\n 116→ task-master expand --all\n 117→\n 118→ # Force regeneration of subtasks for tasks that already have them\n 119→ task-master expand --all --force\n 120→\n 121→ # Research-backed subtask generation for a specific task\n 122→ task-master expand --id= --research\n 123→\n 124→ # Research-backed generation for all tasks\n 125→ task-master expand --all --research\n 126→ ```\n 127→ \n 128→\n 129→ \n 130→ ```bash\n 131→ # Clear subtasks from a specific task\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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"2226c1fe-887a-4dd6-ba5d-5c075e702cef"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01RbLindG9Y4TZQYyYTsRJe4","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01FC3gB9p4TgsDwrFs1BctzH","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/cli-root-commands.mdx","old_string":" \n ```bash\n # Expand a specific task with subtasks\n task-master expand --id= --num=\n\n # Expand with additional context\n task-master expand --id= --prompt=\"\"\n\n # Expand all pending tasks\n task-master expand --all\n\n # Force regeneration of subtasks for tasks that already have them\n task-master expand --all --force\n\n # Research-backed subtask generation for a specific task\n task-master expand --id= --research\n\n # Research-backed generation for all tasks\n task-master expand --all --research\n ```\n ","new_string":" \n ```bash\n # Expand a specific task with subtasks\n task-master expand --id= --num=\n\n # Expand with additional context\n task-master expand --id= --prompt=\"\"\n\n # Expand all pending tasks\n task-master expand --all\n\n # Force regeneration of subtasks for tasks that already have them\n task-master expand --all --force\n\n # Research-backed subtask generation for a specific task\n task-master expand --id= --research\n\n # Research-backed generation for all tasks\n task-master expand --all --research\n ```\n\n When you run `task-master expand --all` after `task-master analyze-complexity`, the expand operation automatically uses the recommended subtask counts from the complexity analysis instead of applying uniform defaults. This ensures each task is broken down according to its actual complexity level.\n "}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":518,"cache_read_input_tokens":37287,"cache_creation":{"ephemeral_5m_input_tokens":518,"ephemeral_1h_input_tokens":0},"output_tokens":25,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"6b47cd99-377b-4342-80bc-741cf20f7e96"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01FC3gB9p4TgsDwrFs1BctzH","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/cli-root-commands.mdx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 103→\n 104→ When marking a task as \"done\", all of its subtasks will automatically be marked as \"done\" as well.\n 105→ \n 106→\n 107→ \n 108→ ```bash\n 109→ # Expand a specific task with subtasks\n 110→ task-master expand --id= --num=\n 111→\n 112→ # Expand with additional context\n 113→ task-master expand --id= --prompt=\"\"\n 114→\n 115→ # Expand all pending tasks\n 116→ task-master expand --all\n 117→\n 118→ # Force regeneration of subtasks for tasks that already have them\n 119→ task-master expand --all --force\n 120→\n 121→ # Research-backed subtask generation for a specific task\n 122→ task-master expand --id= --research\n 123→\n 124→ # Research-backed generation for all tasks\n 125→ task-master expand --all --research\n 126→ ```\n 127→\n 128→ When you run `task-master expand --all` after `task-master analyze-complexity`, the expand operation automatically uses the recommended subtask counts from the complexity analysis instead of applying uniform defaults. This ensures each task is broken down according to its actual complexity level.\n 129→ \n 130→\n 131→ \n 132→ ```bash\n 133→ # Clear subtasks from a specific task"}]},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"0b3a6611-6e2e-4d48-a6f7-075d58c8fd9c"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01Vv9M9K6tJKwfFswKxHNRV5","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01FqvDu4rv7FSQHG9xf8Znss","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/rpg-method.mdx","offset":190,"limit":25}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":960,"cache_read_input_tokens":37805,"cache_creation":{"ephemeral_5m_input_tokens":960,"ephemeral_1h_input_tokens":0},"output_tokens":25,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"58410d2f-a8fb-45b9-9222-b7af93d7d73e"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01FqvDu4rv7FSQHG9xf8Znss","type":"tool_result","content":" 190→4. Order by phases → Task priorities\n 191→\n 192→**Result:** A dependency-aware task graph ready for topological execution.\n 193→\n 194→### Step 3: Analyze Complexity\n 195→\n 196→```bash\n 197→task-master analyze-complexity --research\n 198→```\n 199→\n 200→Review the complexity report to identify tasks that need expansion.\n 201→\n 202→### Step 4: Expand Tasks\n 203→\n 204→```bash\n 205→task-master expand --all --research\n 206→```\n 207→\n 208→Break down complex tasks into manageable subtasks while preserving dependency chains.\n 209→\n 210→---\n 211→\n 212→## RPG Benefits\n 213→\n 214→### For Solo Developers\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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"416f4b72-b2b8-4c2f-aec2-e1633299ce60"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01BgLjDBwCNETjnjCrst1Jid","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01E3QRh2ubDjeVjKgeSVvGqK","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/rpg-method.mdx","old_string":"### Step 3: Analyze Complexity\n\n```bash\ntask-master analyze-complexity --research\n```\n\nReview the complexity report to identify tasks that need expansion.\n\n### Step 4: Expand Tasks\n\n```bash\ntask-master expand --all --research\n```\n\nBreak down complex tasks into manageable subtasks while preserving dependency chains.","new_string":"### Step 3: Analyze Complexity\n\n```bash\ntask-master analyze-complexity --research\n```\n\nReview the complexity report to identify tasks that need expansion and determine optimal subtask counts.\n\n### Step 4: Expand Tasks\n\n```bash\ntask-master expand --all --research\n```\n\nBreak down complex tasks into manageable subtasks while preserving dependency chains. The expand operation automatically uses the complexity analysis recommendations to determine the appropriate number of subtasks for each task based on its complexity level."}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":394,"cache_read_input_tokens":38765,"cache_creation":{"ephemeral_5m_input_tokens":394,"ephemeral_1h_input_tokens":0},"output_tokens":25,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"c5cccab6-891e-4112-a01e-4d7745a10358"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01E3QRh2ubDjeVjKgeSVvGqK","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/rpg-method.mdx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 190→4. Order by phases → Task priorities\n 191→\n 192→**Result:** A dependency-aware task graph ready for topological execution.\n 193→\n 194→### Step 3: Analyze Complexity\n 195→\n 196→```bash\n 197→task-master analyze-complexity --research\n 198→```\n 199→\n 200→Review the complexity report to identify tasks that need expansion and determine optimal subtask counts.\n 201→\n 202→### Step 4: Expand Tasks\n 203→\n 204→```bash\n 205→task-master expand --all --research\n 206→```\n 207→\n 208→Break down complex tasks into manageable subtasks while preserving dependency chains. The expand operation automatically uses the complexity analysis recommendations to determine the appropriate number of subtasks for each task based on its complexity level.\n 209→\n 210→---\n 211→\n 212→## RPG Benefits"}]},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"94272082-4f41-4997-8c9d-753ec520185a"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01EjYVWUqM9o5Gyhmg31VcpP","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01QxVj6B2ThzZvmNysb8wEWs","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/mcp.mdx","offset":40,"limit":10}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":584,"cache_read_input_tokens":39159,"cache_creation":{"ephemeral_5m_input_tokens":584,"ephemeral_1h_input_tokens":0},"output_tokens":24,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"d7f9442b-c7d6-4a7b-a0ec-dd7d08d08851"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01QxVj6B2ThzZvmNysb8wEWs","type":"tool_result","content":" 40→\n 41→- **`parse_prd`**: Parses a PRD to generate tasks.\n 42→- **`expand_task`**: Expands a task into subtasks.\n 43→- **`expand_all`**: Expands all eligible tasks.\n 44→- **`analyze_project_complexity`**: Analyzes task complexity.\n 45→- **`complexity_report`**: Displays the complexity analysis report.\n 46→\n 47→### 4. Dependency Management\n 48→\n 49→- **`add_dependency`**: Adds a dependency to a task.\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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"339ba53e-219b-4d5c-8dce-6494077232ff"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_018wrsDChdjrPqYs6YYjw2gZ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015d7xaYPbDtofvQondfoJSo","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/mcp.mdx","old_string":"- **`expand_all`**: Expands all eligible tasks.","new_string":"- **`expand_all`**: Expands all eligible tasks, automatically using complexity analysis recommendations when available."}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":345,"cache_read_input_tokens":39743,"cache_creation":{"ephemeral_5m_input_tokens":345,"ephemeral_1h_input_tokens":0},"output_tokens":24,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"dcfcdbe2-10ab-447b-bd7d-9816777a3475"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015d7xaYPbDtofvQondfoJSo","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/mcp.mdx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 39→### 3. Task Analysis and Expansion\n 40→\n 41→- **`parse_prd`**: Parses a PRD to generate tasks.\n 42→- **`expand_task`**: Expands a task into subtasks.\n 43→- **`expand_all`**: Expands all eligible tasks, automatically using complexity analysis recommendations when available.\n 44→- **`analyze_project_complexity`**: Analyzes task complexity.\n 45→- **`complexity_report`**: Displays the complexity analysis report.\n 46→\n 47→### 4. Dependency Management"}]},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"fb5f463f-c82f-4e18-a61f-be0a6902b487"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_012VLp6tgHMT5DFAZaV41GaN","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01HSHpez92tbF6FRv2Wh6HzD","name":"TodoWrite","input":{"todos":[{"content":"Analyze the changed files to understand the functionality improvements","status":"completed"},{"content":"Check existing documentation in apps/docs/ for relevant sections","status":"completed"},{"content":"Determine if documentation updates are needed","status":"completed"},{"content":"Update documentation if required","status":"completed"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":370,"cache_read_input_tokens":40088,"cache_creation":{"ephemeral_5m_input_tokens":370,"ephemeral_1h_input_tokens":0},"output_tokens":25,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"9ec96c8c-ef99-4767-af0c-ebe4a43d8878"} +{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01HSHpez92tbF6FRv2Wh6HzD","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":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"4a640e1f-bfeb-4e96-b8bc-99c1797a2e7c"} +{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01FoyR8CARxywuiRmvy6Uta3","type":"message","role":"assistant","content":[{"type":"text","text":"## Documentation Updates Complete\n\nI've analyzed the recent changes to the `expand_all` functionality and updated the documentation accordingly. The key enhancement is that `expand_all` now intelligently integrates with complexity analysis recommendations to determine optimal subtask counts rather than using uniform defaults.\n\n### Updated Files:\n\n1. **`apps/docs/capabilities/cli-root-commands.mdx`**: Added explanation that `expand --all` automatically uses complexity analysis recommendations when available\n2. **`apps/docs/capabilities/rpg-method.mdx`**: Enhanced the workflow description to clarify how complexity analysis feeds into the expansion process\n3. **`apps/docs/capabilities/mcp.mdx`**: Updated the MCP tool description to reflect the automatic integration with complexity analysis\n\n### Changes Made:\n\n- Enhanced documentation to explain the integration between `analyze-complexity` and `expand --all`\n- Clarified that the system automatically uses recommended subtask counts from complexity analysis\n- Updated workflow descriptions to reflect the improved intelligence of the expansion process\n- Maintained consistency across all documentation sections\n\nThe documentation now accurately reflects the enhanced functionality where users get smarter task breakdown based on actual complexity analysis rather than uniform defaults."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":174,"cache_read_input_tokens":40458,"cache_creation":{"ephemeral_5m_input_tokens":174,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","uuid":"74394c61-3fe0-4578-997f-410bb10e766d"} +{"type":"result","subtype":"success","is_error":false,"duration_ms":363372,"duration_api_ms":81437,"num_turns":48,"result":"## Documentation Updates Complete\n\nI've analyzed the recent changes to the `expand_all` functionality and updated the documentation accordingly. The key enhancement is that `expand_all` now intelligently integrates with complexity analysis recommendations to determine optimal subtask counts rather than using uniform defaults.\n\n### Updated Files:\n\n1. **`apps/docs/capabilities/cli-root-commands.mdx`**: Added explanation that `expand --all` automatically uses complexity analysis recommendations when available\n2. **`apps/docs/capabilities/rpg-method.mdx`**: Enhanced the workflow description to clarify how complexity analysis feeds into the expansion process\n3. **`apps/docs/capabilities/mcp.mdx`**: Updated the MCP tool description to reflect the automatic integration with complexity analysis\n\n### Changes Made:\n\n- Enhanced documentation to explain the integration between `analyze-complexity` and `expand --all`\n- Clarified that the system automatically uses recommended subtask counts from complexity analysis\n- Updated workflow descriptions to reflect the improved intelligence of the expansion process\n- Maintained consistency across all documentation sections\n\nThe documentation now accurately reflects the enhanced functionality where users get smarter task breakdown based on actual complexity analysis rather than uniform defaults.","session_id":"cc35f741-c423-48fd-bb81-84f800d6a909","total_cost_usd":0.38661889999999993,"usage":{"input_tokens":6,"cache_creation_input_tokens":174,"cache_read_input_tokens":40458,"output_tokens":258,"server_tool_use":{"web_search_requests":0},"service_tier":"standard"},"permission_denials":[],"uuid":"9361da04-9ab0-4caa-96da-56186b3ce9a2"}