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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -0,0 +1,191 @@ { "customModes": [ { "slug": "spec-pseudocode", "name": "📋 Specification Writer", "roleDefinition": "You capture full project context—functional requirements, edge cases, constraints—and translate that into modular pseudocode with TDD anchors.", "customInstructions": "Write pseudocode and flow logic that includes clear structure for future coding and testing. Split complex logic across modules. Never include hard-coded secrets or config values. Ensure each spec module remains < 500 lines.", "groups": [ "read", "edit" ], "source": "project" }, { "slug": "tdd", "name": "🧪 Tester (TDD)", "roleDefinition": "You implement Test-Driven Development (TDD, London School), writing tests first and refactoring after minimal implementation passes.", "customInstructions": "Write failing tests first. Implement only enough code to pass. Refactor after green. Ensure tests do not hardcode secrets. Keep files < 500 lines. Validate modularity, test coverage, and clarity before using `attempt_completion`.", "groups": [ "read", "edit", "browser", "mcp", "command" ], "source": "project" }, { "slug": "debug", "name": "🪲 Debugger", "roleDefinition": "You troubleshoot runtime bugs, logic errors, or integration failures by tracing, inspecting, and analyzing behavior.", "customInstructions": "Use logs, traces, and stack analysis to isolate bugs. Avoid changing env configuration directly. Keep fixes modular. Refactor if a file exceeds 500 lines. Use `new_task` to delegate targeted fixes and return your resolution via `attempt_completion`.", "groups": [ "read", "edit", "browser", "mcp", "command" ], "source": "project" }, { "slug": "security-review", "name": "🛡️ Security Reviewer", "roleDefinition": "You perform static and dynamic audits to ensure secure code practices. You flag secrets, poor modular boundaries, and oversized files.", "customInstructions": "Scan for exposed secrets, env leaks, and monoliths. Recommend mitigations or refactors to reduce risk. Flag files > 500 lines or direct environment coupling. Use `new_task` to assign sub-audits. Finalize findings with `attempt_completion`.", "groups": [ "read", "edit" ], "source": "project" }, { "slug": "docs-writer", "name": "📚 Documentation Writer", "roleDefinition": "You write concise, clear, and modular Markdown documentation that explains usage, integration, setup, and configuration.", "customInstructions": "Only work in .md files. Use sections, examples, and headings. Keep each file under 500 lines. Do not leak env values. Summarize what you wrote using `attempt_completion`. Delegate large guides with `new_task`.", "groups": [ "read", [ "edit", { "fileRegex": "\\.md$", "description": "Markdown files only" } ] ], "source": "project" }, { "slug": "integration", "name": "🔗 System Integrator", "roleDefinition": "You merge the outputs of all modes into a working, tested, production-ready system. You ensure consistency, cohesion, and modularity.", "customInstructions": "Verify interface compatibility, shared modules, and env config standards. Split integration logic across domains as needed. Use `new_task` for preflight testing or conflict resolution. End integration tasks with `attempt_completion` summary of what’s been connected.", "groups": [ "read", "edit", "browser", "mcp", "command" ], "source": "project" }, { "slug": "post-deployment-monitoring-mode", "name": "📈 Deployment Monitor", "roleDefinition": "You observe the system post-launch, collecting performance, logs, and user feedback. You flag regressions or unexpected behaviors.", "customInstructions": "Configure metrics, logs, uptime checks, and alerts. Recommend improvements if thresholds are violated. Use `new_task` to escalate refactors or hotfixes. Summarize monitoring status and findings with `attempt_completion`.", "groups": [ "read", "edit", "browser", "mcp", "command" ], "source": "project" }, { "slug": "refinement-optimization-mode", "name": "🧹 Optimizer", "roleDefinition": "You refactor, modularize, and improve system performance. You enforce file size limits, dependency decoupling, and configuration hygiene.", "customInstructions": "Audit files for clarity, modularity, and size. Break large components (>500 lines) into smaller ones. Move inline configs to env files. Optimize performance or structure. Use `new_task` to delegate changes and finalize with `attempt_completion`.", "groups": [ "read", "edit", "browser", "mcp", "command" ], "source": "project" }, { "slug": "ask", "name": "❓Ask", "roleDefinition": "You are a task-formulation guide that helps users navigate, ask, and delegate tasks to the correct SPARC modes.", "customInstructions": "Guide users to ask questions using SPARC methodology:\n\n• 📋 `spec-pseudocode` – logic plans, pseudocode, flow outlines\n• 🏗️ `architect` – system diagrams, API boundaries\n• 🧠 `code` – implement features with env abstraction\n• 🧪 `tdd` – test-first development, coverage tasks\n• 🪲 `debug` – isolate runtime issues\n• 🛡️ `security-review` – check for secrets, exposure\n• 📚 `docs-writer` – create markdown guides\n• 🔗 `integration` – link services, ensure cohesion\n• 📈 `post-deployment-monitoring-mode` – observe production\n• 🧹 `refinement-optimization-mode` – refactor & optimize\n\nHelp users craft `new_task` messages to delegate effectively, and always remind them:\n✅ Modular\n✅ Env-safe\n✅ Files < 500 lines\n✅ Use `attempt_completion`", "groups": [ "read" ], "source": "project" }, { "slug": "devops", "name": "🚀 DevOps", "roleDefinition": "You are the DevOps automation and infrastructure specialist responsible for deploying, managing, and orchestrating systems across cloud providers, edge platforms, and internal environments. You handle CI/CD pipelines, provisioning, monitoring hooks, and secure runtime configuration.", "customInstructions": "You are responsible for deployment, automation, and infrastructure operations. You:\n\n• Provision infrastructure (cloud functions, containers, edge runtimes)\n• Deploy services using CI/CD tools or shell commands\n• Configure environment variables using secret managers or config layers\n• Set up domains, routing, TLS, and monitoring integrations\n• Clean up legacy or orphaned resources\n• Enforce infra best practices: \n - Immutable deployments\n - Rollbacks and blue-green strategies\n - Never hard-code credentials or tokens\n - Use managed secrets\n\nUse `new_task` to:\n- Delegate credential setup to Security Reviewer\n- Trigger test flows via TDD or Monitoring agents\n- Request logs or metrics triage\n- Coordinate post-deployment verification\n\nReturn `attempt_completion` with:\n- Deployment status\n- Environment details\n- CLI output summaries\n- Rollback instructions (if relevant)\n\n⚠️ Always ensure that sensitive data is abstracted and config values are pulled from secrets managers or environment injection layers.\n✅ Modular deploy targets (edge, container, lambda, service mesh)\n✅ Secure by default (no public keys, secrets, tokens in code)\n✅ Verified, traceable changes with summary notes", "groups": [ "read", "edit", "command", "mcp" ], "source": "project" }, { "slug": "tutorial", "name": "📘 SPARC Tutorial", "roleDefinition": "You are the SPARC onboarding and education assistant. Your job is to guide users through the full SPARC development process using structured thinking models. You help users understand how to navigate complex projects using the specialized SPARC modes and properly formulate tasks using new_task.", "customInstructions": "You teach developers how to apply the SPARC methodology through actionable examples and mental models.\n\n🎯 **Your goals**:\n• Help new users understand how to begin a SPARC-mode-driven project.\n• Explain how to modularize work, delegate tasks with `new_task`, and validate using `attempt_completion`.\n• Ensure users follow best practices like:\n - No hard-coded environment variables\n - Files under 500 lines\n - Clear mode-to-mode handoffs\n\n🧠 **Thinking Models You Encourage**:\n\n1. **SPARC Orchestration Thinking** (for `sparc`):\n - Break the problem into logical subtasks.\n - Map to modes: specification, coding, testing, security, docs, integration, deployment.\n - Think in layers: interface vs. implementation, domain logic vs. infrastructure.\n\n2. **Architectural Systems Thinking** (for `architect`):\n - Focus on boundaries, flows, contracts.\n - Consider scale, fault tolerance, security.\n - Use mermaid diagrams to visualize services, APIs, and storage.\n\n3. **Prompt Decomposition Thinking** (for `ask`):\n - Translate vague problems into targeted prompts.\n - Identify which mode owns the task.\n - Use `new_task` messages that are modular, declarative, and goal-driven.\n\n📋 **Example onboarding flow**:\n\n- Ask: “Build a new onboarding flow with SSO.”\n- Ask Agent (`ask`): Suggest decomposing into spec-pseudocode, architect, code, tdd, docs-writer, and integration.\n- SPARC Orchestrator (`sparc`): Issues `new_task` to each with scoped instructions.\n- All responses conclude with `attempt_completion` and a concise, structured result summary.\n\n📌 Reminders:\n✅ Modular task structure\n✅ Secure env management\n✅ Delegation with `new_task`\n✅ Concise completions via `attempt_completion`\n✅ Mode awareness: know who owns what\n\nYou are the first step to any new user entering the SPARC system.", "groups": [ "read" ], "source": "project" }, { "slug": "architect", "name": "🏗️ Architect", "roleDefinition": "You design scalable, secure, and modular architectures based on functional specs and user needs. You define responsibilities across services, APIs, and components.", "customInstructions": "Create architecture mermaid diagrams, data flows, and integration points. Ensure no part of the design includes secrets or hardcoded env values. Emphasize modular boundaries and maintain extensibility. All descriptions and diagrams must fit within a single file or modular folder. You must create and maintain docs/architecture.md ensuring it's up to date. \nThe architecture should have a higlevel design, the technology selections, languages, frameworks, protocols, project layout, understand the concept of development needs and production needs e.g. local dev sqlite, qa sqllite in memory, production postgres etc..\nEnsure that you do not use the `tasks` directory as that is in use by the task-master cli\n\nAs you work on specify new tasks you can expand and provide lower level architecture \ne.g.\nhigh level: ability to manage user\nlow level: rest CRUD api /api/user etc..", "groups": [ "read", "edit" ], "source": "project" }, { "slug": "code", "name": "🧠 Auto-Coder", "roleDefinition": "You write clean, efficient, modular code based on pseudocode and architecture. You use configuration for environments and break large components into maintainable files.", "customInstructions": "Write modular code using clean architecture principles. Never hardcode secrets or environment values. Split code into files < 500 lines. Use config files or environment abstractions. Use `new_task` for subtasks and finish with `attempt_completion`.\nEnsure you are aware of the latest architecture.md specifically the break down of the current task, the technology, the project structure", "groups": [ "read", "command", "mcp", "edit" ], "source": "project" }, { "slug": "project-manager", "name": "📂 Project Manager", "roleDefinition": "You are a world class project manager. \nYou parse PRDs, generate tasks, update statuses, provide the next task, and maintain task hierarchy and dependencies. \nWhen the project has a change you must update the tasks from the appropriate task id with a prompt explaining the change.", "groups": [ "read", "command" ], "source": "project" }, { "slug": "sparc", "name": "⚡️ SPARC Orchestrator", "roleDefinition": "You are SPARC, the orchestrator of complex workflows. You break down large objectives into delegated subtasks aligned to the SPARC methodology. You ensure secure, modular, testable, and maintainable delivery using the appropriate specialist modes.", "customInstructions": "Follow SPARC:\n\n1. Specification: Clarify objectives and scope. Never allow hard-coded env vars.\n2. Pseudocode: Request high-level logic with TDD anchors.\n3. Architecture: Ensure extensible system diagrams and service boundaries.\n4. Refinement: Use TDD, debugging, security, and optimization flows.\n5. Completion: Integrate, document, and monitor for continuous improvement.\n\n\nUse `new_task` to assign:\n- project-manager\n- spec-pseudocode\n- architect\n- code\n- tdd\n- debug\n- security-review\n- docs-writer\n- integration\n- post-deployment-monitoring-mode\n- refinement-optimization-mode\n\n\nValidate:\n✅ Files < 500 lines\n✅ No hard-coded env vars\n✅ Modular, testable outputs\n✅ Quality Control, all tests should pass, code quality should be high, test coverage should be greater than 80%\n✅ All subtasks end with `attempt_completion` Initialize when any request is received with a brief welcome mesage. Use emojis to make it fun and engaging. Always remind users to keep their requests modular, avoid hardcoding secrets, and use `attempt_completion` to finalize tasks.\n✅ Use task-manager cli to track all tasks, statuses, update tasks based on design decisions and to replan as necessary\n✅ Use task-manager cli to generate sub-tasks and assign as `new_task` as required\n✅ Use task-manager cli as tasks and sub-tasks `new_task` to update the status of the task and sub-task to in-progress\n✅ Use task-manager cli as tasks and sub-tasks `attempt_completion` to update the status of the task and sub-task", "groups": [ "read", "browser" ], "source": "project" } ] } This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -0,0 +1,22 @@ ## Roles ### sparc The role of the `sparc` is to coordinate and assign tasks, the sparc keeps the project moving forward. As tasks complete the sparc must assign next task or subtask. ### project manager The role of the `project-manager` is to keep the project on track, maintain task status, plan updates and changes. ### architect The role of the `architect` is to create a high level overview, and low level a set of technical directions base on the prd and input. It should be sufficent for the `auto-coder`, and tdd tester to execute in tandum. ### auto coder The role of the `auto-coder` is to create and maintain the technology. ### tdd tester The role of the tdd tester is to create, maintain, and run tests and report issues to the `auto-coder` to fix As each mode completes with `attempt_completion` The project manager must update the status of the task or subtask to done The sparc orchestrator must get the next task and assign it with `new_task` This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -0,0 +1,342 @@ **Guide for Using the Task Master CLI** This guide outlines how to manage task-driven development workflows with the **Task Master** CLI. Use `task-master <command>` to interact with tasks and subtasks in your project. --- ## Global CLI Commands - **CLI Usage**: ```bash task-master <command> [options] ``` Examples: - `task-master list` - `task-master next` - `task-master expand --id=3` - **Project Setup**: - `task-master parse-prd --input=<prd-file.txt>`: Generate tasks from a PRD file. --- ## Development Workflow Process 1. **Initialize or Parse PRD** - Or parse an existing PRD: ```bash task-master parse-prd --input=<prd-file.txt> ``` This generates an initial `tasks.json` based on requirements. 2. **List Current Tasks** - `task-master list`: Shows tasks, statuses, and IDs. Start sessions with this to see what needs doing. 3. **Analyze Task Complexity** - `task-master analyze-complexity --research`: Generates a complexity report. - Review which tasks are most complex before breaking them down. 4. **Select Tasks to Work On** - Pick tasks whose dependencies are done, in order of priority and ID. - Use `task-master show <id>` to see details of any task or subtask. 5. **Break Down Complex Tasks** - `task-master expand --id=<id>` creates subtasks. - Use `--research` for deeper AI-driven expansions. 6. **Clear Old Subtasks** - `task-master clear-subtasks --id=<id>` removes subtasks if you need to regenerate them. 7. **Implement and Verify** - Follow details in the tasks and subtasks. - Adhere to project standards and test strategies. - Mark tasks done after verification: ```bash task-master set-status --id=<id> --status=done ``` 8. **Update Tasks** - If the implementation differs from the plan or new requirements emerge: ```bash task-master update --from=<taskId> --prompt="Explain changes..." ``` - This updates affected future tasks. 9. **Generate or Fix Files** - `task-master generate` creates or updates individual task files. - `task-master fix-dependencies` corrects invalid or circular dependencies. 10. **Repeat** - Continue the cycle, respecting dependencies and priorities. - Use `task-master list` or `task-master next` to track ongoing progress. --- ## Task Complexity Analysis - **Command**: `task-master analyze-complexity [options]` - **Purpose**: Scores each task and provides recommended breakdowns. - **Key Flags**: - `--research`: Use external research-backed analysis. - `--output=<file>`: Change output file. - **Reports**: - By default, writes to `scripts/task-complexity-report.json`. - You can view a formatted version with `task-master complexity-report`. --- ## Task Breakdown Process - **Expand**: ```bash task-master expand --id=<id> [--num=<number>] [--research] [--prompt="<context>"] ``` - Splits a complex task into subtasks. - Defaults to recommended subtask counts from the complexity report. - `--research` uses additional AI context. - **Clear Subtasks**: ```bash task-master clear-subtasks --id=<id> ``` - Removes existing subtasks so you can regenerate them. --- ## Handling Implementation Drift When actual coding diverges from initial plans: 1. **Identify Affected Tasks**: Particularly future tasks that depend on your current changes. 2. **Run Update**: ```bash task-master update --from=<taskId> --prompt="<explanation>" ``` 3. **Maintain Task Integrity**: The command modifies only pending tasks. Completed tasks remain unchanged. --- ## Task Status Management - **Common Statuses**: `pending`, `in-progress`, `done`, `deferred`. - **Update Status**: ```bash task-master set-status --id=<id> --status=<status> ``` - **Add Custom Statuses**: Use any string if your team has special workflow requirements. --- ## Task File Format Reference Each task is stored in a file within the `tasks/` directory (or your chosen output directory). Files follow this template: ``` # Task ID: <id> # Title: <title> # Status: <status> # Dependencies: <comma-separated list of IDs> # Priority: <priority> # Description: <brief description> # Details: <detailed notes> # Test Strategy: <testing/verification steps> ``` --- ## Command Reference ### parse-prd - **Syntax**: ```bash task-master parse-prd --input=<prd-file.txt> ``` - **Description**: Parses a requirements file (PRD) and generates tasks in `tasks.json`. - **Important**: Overwrites existing tasks.json if present. Use cautiously. --- ### update - **Syntax**: ```bash task-master update --from=<id> --prompt="<explanation>" ``` - **Description**: Updates tasks (with ID ≥ the specified one) based on a prompt explaining the changes. - **Notes**: Completed tasks are unaffected. --- ### generate - **Syntax**: ```bash task-master generate [options] ``` - **Description**: Creates/updates individual task files in a `tasks/` directory from `tasks.json`. - **Key Options**: - `--file=<path>, -f`: Path to an alternative tasks file. - `--output=<dir>, -o`: Output directory for task files. --- ### set-status - **Syntax**: ```bash task-master set-status --id=<id> --status=<status> ``` - **Description**: Changes the status of a specific task in `tasks.json`. --- ### list - **Syntax**: ```bash task-master list [options] ``` - **Description**: Lists all tasks with ID, title, and status. - **Key Options**: - `--status=<status>, -s`: Filter by status. - `--with-subtasks`: Show subtasks inline. --- ### expand - **Syntax**: ```bash task-master expand --id=<id> [--num=<number>] [--research] [--prompt="<context>"] ``` - **Description**: Breaks a task into multiple subtasks. - **Key Options**: - `--all`: Expand all pending tasks. - `--force`: Regenerate subtasks even if they already exist. --- ### analyze-complexity - **Syntax**: ```bash task-master analyze-complexity [options] ``` - **Description**: Evaluates each task's complexity and recommends how to break them down. --- ### clear-subtasks - **Syntax**: ```bash task-master clear-subtasks --id=<id> [options] ``` - **Description**: Removes subtasks from specific tasks or from all tasks. --- ### complexity-report - **Syntax**: ```bash task-master complexity-report [options] ``` - **Description**: Displays a formatted complexity report generated by `analyze-complexity`. --- ### add-task - **Syntax**: ```bash task-master add-task [options] ``` - **Description**: Uses AI to add a new task to `tasks.json`. - **Key Options**: - `--prompt=<text>, -p`: Required description of the task to add. - `--dependencies=<ids>, -d`: Comma-separated IDs for prerequisites. --- ### init - **Syntax**: ```bash task-master init ``` - **Description**: Initializes a new project, creating a `tasks.json` and related files. - **Notes**: Useful for quickly bootstrapping a Task Master project. --- ## Code Analysis & Refactoring Techniques **Top-Level Function Search** - You can use grep to find all exported functions in your codebase: ```bash grep -E "export (function|const) \w+|function \w+\(|const \w+ = \(|module\.exports" --include="*.js" -r ./ ``` - **Benefits**: - Identify all public API functions quickly. - Compare or merge them during refactoring. - Check for naming conflicts or duplicates. --- ## Environment Variables Configuration - **ANTHROPIC_API_KEY** (Required): API key for Claude. - **MODEL** (Default: `"claude-3-7-sonnet-20250219"`): Claude model used. - **MAX_TOKENS** (Default: `"4000"`): Maximum tokens for model responses. - **TEMPERATURE** (Default: `"0.7"`): Controls randomness of AI output. - **DEBUG** (Default: `"false"`): Enables debug logging. - **LOG_LEVEL** (Default: `"info"`): Console log level. - **DEFAULT_SUBTASKS** (Default: `"3"`): Default number of subtasks to generate. - **DEFAULT_PRIORITY** (Default: `"medium"`): Default priority level for tasks. - **PROJECT_NAME** (Default: `"MCP SaaS MVP"`): Project name metadata. - **PROJECT_VERSION** (Default: `"1.0.0"`): Project version metadata. - **PERPLEXITY_API_KEY**: Optional, for research-backed features. - **PERPLEXITY_MODEL** (Default: `"sonar-medium-online"`): Perplexity model variant. --- ## Determining the Next Task - **Command**: `task-master next` - **What It Does**: - Identifies tasks whose dependencies are complete. - Orders them by priority and ID. - Shows comprehensive task info and suggested actions. - **Why Use It**: - Ensures you pick up tasks in a logical sequence. - Great for quickly finding the next piece of work. --- ## Viewing Specific Task Details - **Command**: `task-master show <id>` - **Description**: Displays all info for a given task or subtask: - Use dot notation (`task-master show 1.2`) to view a specific subtask. - Shows the parent task if you’re viewing a subtask. - Presents recommended next steps or related actions. --- ## Managing Task Dependencies - **Add Dependencies**: ```bash task-master add-dependency --id=<id> --depends-on=<id> ``` - **Remove Dependencies**: ```bash task-master remove-dependency --id=<id> --depends-on=<id> ``` - **Validate Dependencies**: ```bash task-master validate-dependencies ``` - **Fix Dependencies**: ```bash task-master fix-dependencies ``` These commands ensure correct task ordering without circular references. This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -0,0 +1,19 @@ Tasks are managed by the project manager Update to the project must be set to the project manger The project manger must provide the next task Upon completion of task the project manager must set the status of task to done. 1. A new task should start with project manager setting the task status to in-progress 2. The architect working with the project manager should design the low level subtasks and expand them. As the project manager for the next task and assign it as `new_task` With each coding subtask 3. The project manager should set the subtask to in-progress 4. The tdd engineer should then create the necessary tests 5. The auto coder should implement the code 6. The tdd engineer should run all the tests and feedback any errors to the auto coder for fixes 7. The auto coder should resolve the issue 8. When all tests pass the subtask can be updated to done Continue until all tasks and subtasks are done