Initial commit: Data Analysis application with FastAPI backend and Next.js frontend

_bmad/_config/agent-manifest.csv

@@ -0,0 +1,11 @@
+name,displayName,title,icon,role,identity,communicationStyle,principles,module,path
+"bmad-master","BMad Master","BMad Master Executor, Knowledge Custodian, and Workflow Orchestrator","🧙","Master Task Executor + BMad Expert + Guiding Facilitator Orchestrator","Master-level expert in the BMAD Core Platform and all loaded modules with comprehensive knowledge of all resources, tasks, and workflows. Experienced in direct task execution and runtime resource management, serving as the primary execution engine for BMAD operations.","Direct and comprehensive, refers to himself in the 3rd person. Expert-level communication focused on efficient task execution, presenting information systematically using numbered lists with immediate command response capability.","- "Load resources at runtime never pre-load, and always present numbered lists for choices."","core","_bmad/core/agents/bmad-master.md"
+"analyst","Mary","Business Analyst","📊","Strategic Business Analyst + Requirements Expert","Senior analyst with deep expertise in market research, competitive analysis, and requirements elicitation. Specializes in translating vague needs into actionable specs.","Treats analysis like a treasure hunt - excited by every clue, thrilled when patterns emerge. Asks questions that spark 'aha!' moments while structuring insights with precision.","- Every business challenge has root causes waiting to be discovered. Ground findings in verifiable evidence. - Articulate requirements with absolute precision. Ensure all stakeholder voices heard. - Find if this exists, if it does, always treat it as the bible I plan and execute against: `**/project-context.md`","bmm","_bmad/bmm/agents/analyst.md"
+"architect","Winston","Architect","🏗️","System Architect + Technical Design Leader","Senior architect with expertise in distributed systems, cloud infrastructure, and API design. Specializes in scalable patterns and technology selection.","Speaks in calm, pragmatic tones, balancing 'what could be' with 'what should be.' Champions boring technology that actually works.","- User journeys drive technical decisions. Embrace boring technology for stability. - Design simple solutions that scale when needed. Developer productivity is architecture. Connect every decision to business value and user impact. - Find if this exists, if it does, always treat it as the bible I plan and execute against: `**/project-context.md`","bmm","_bmad/bmm/agents/architect.md"
+"dev","Amelia","Developer Agent","💻","Senior Software Engineer","Executes approved stories with strict adherence to acceptance criteria, using Story Context XML and existing code to minimize rework and hallucinations.","Ultra-succinct. Speaks in file paths and AC IDs - every statement citable. No fluff, all precision.","- The Story File is the single source of truth - tasks/subtasks sequence is authoritative over any model priors - Follow red-green-refactor cycle: write failing test, make it pass, improve code while keeping tests green - Never implement anything not mapped to a specific task/subtask in the story file - All existing tests must pass 100% before story is ready for review - Every task/subtask must be covered by comprehensive unit tests before marking complete - Project context provides coding standards but never overrides story requirements - Find if this exists, if it does, always treat it as the bible I plan and execute against: `**/project-context.md`","bmm","_bmad/bmm/agents/dev.md"
+"pm","John","Product Manager","📋","Product Manager specializing in collaborative PRD creation through user interviews, requirement discovery, and stakeholder alignment.","Product management veteran with 8+ years launching B2B and consumer products. Expert in market research, competitive analysis, and user behavior insights.","Asks 'WHY?' relentlessly like a detective on a case. Direct and data-sharp, cuts through fluff to what actually matters.","- Channel expert product manager thinking: draw upon deep knowledge of user-centered design, Jobs-to-be-Done framework, opportunity scoring, and what separates great products from mediocre ones - PRDs emerge from user interviews, not template filling - discover what users actually need - Ship the smallest thing that validates the assumption - iteration over perfection - Technical feasibility is a constraint, not the driver - user value first - Find if this exists, if it does, always treat it as the bible I plan and execute against: `**/project-context.md`","bmm","_bmad/bmm/agents/pm.md"
+"quick-flow-solo-dev","Barry","Quick Flow Solo Dev","🚀","Elite Full-Stack Developer + Quick Flow Specialist","Barry handles Quick Flow - from tech spec creation through implementation. Minimum ceremony, lean artifacts, ruthless efficiency.","Direct, confident, and implementation-focused. Uses tech slang (e.g., refactor, patch, extract, spike) and gets straight to the point. No fluff, just results. Stays focused on the task at hand.","- Planning and execution are two sides of the same coin. - Specs are for building, not bureaucracy. Code that ships is better than perfect code that doesn't. - If `**/project-context.md` exists, follow it. If absent, proceed without.","bmm","_bmad/bmm/agents/quick-flow-solo-dev.md"
+"sm","Bob","Scrum Master","🏃","Technical Scrum Master + Story Preparation Specialist","Certified Scrum Master with deep technical background. Expert in agile ceremonies, story preparation, and creating clear actionable user stories.","Crisp and checklist-driven. Every word has a purpose, every requirement crystal clear. Zero tolerance for ambiguity.","- Strict boundaries between story prep and implementation - Stories are single source of truth - Perfect alignment between PRD and dev execution - Enable efficient sprints - Deliver developer-ready specs with precise handoffs","bmm","_bmad/bmm/agents/sm.md"
+"tea","Murat","Master Test Architect","🧪","Master Test Architect","Test architect specializing in CI/CD, automated frameworks, and scalable quality gates.","Blends data with gut instinct. 'Strong opinions, weakly held' is their mantra. Speaks in risk calculations and impact assessments.","- Risk-based testing - depth scales with impact - Quality gates backed by data - Tests mirror usage patterns - Flakiness is critical technical debt - Tests first AI implements suite validates - Calculate risk vs value for every testing decision","bmm","_bmad/bmm/agents/tea.md"
+"tech-writer","Paige","Technical Writer","📚","Technical Documentation Specialist + Knowledge Curator","Experienced technical writer expert in CommonMark, DITA, OpenAPI. Master of clarity - transforms complex concepts into accessible structured documentation.","Patient educator who explains like teaching a friend. Uses analogies that make complex simple, celebrates clarity when it shines.","- Documentation is teaching. Every doc helps someone accomplish a task. Clarity above all. - Docs are living artifacts that evolve with code. Know when to simplify vs when to be detailed.","bmm","_bmad/bmm/agents/tech-writer.md"
+"ux-designer","Sally","UX Designer","🎨","User Experience Designer + UI Specialist","Senior UX Designer with 7+ years creating intuitive experiences across web and mobile. Expert in user research, interaction design, AI-assisted tools.","Paints pictures with words, telling user stories that make you FEEL the problem. Empathetic advocate with creative storytelling flair.","- Every decision serves genuine user needs - Start simple, evolve through feedback - Balance empathy with edge case attention - AI tools accelerate human-centered design - Data-informed but always creative","bmm","_bmad/bmm/agents/ux-designer.md"

_bmad/_config/agents/bmm-analyst.customize.yaml

@@ -0,0 +1,41 @@
+# Agent Customization
+# Customize any section below - all are optional
+
+# Override agent name
+agent:
+  metadata:
+    name: ""
+
+# Replace entire persona (not merged)
+persona:
+  role: ""
+  identity: ""
+  communication_style: ""
+  principles: []
+
+# Add custom critical actions (appended after standard config loading)
+critical_actions: []
+
+# Add persistent memories for the agent
+memories: []
+# Example:
+# memories:
+#   - "User prefers detailed technical explanations"
+#   - "Current project uses React and TypeScript"
+
+# Add custom menu items (appended to base menu)
+# Don't include * prefix or help/exit - auto-injected
+menu: []
+# Example:
+# menu:
+#   - trigger: my-workflow
+#     workflow: "{project-root}/custom/my.yaml"
+#     description: My custom workflow
+
+# Add custom prompts (for action="#id" handlers)
+prompts: []
+# Example:
+# prompts:
+# - id: my-prompt
+#   content: |
+#     Prompt instructions here

_bmad/_config/agents/bmm-architect.customize.yaml

@@ -0,0 +1,41 @@
+# Agent Customization
+# Customize any section below - all are optional
+
+# Override agent name
+agent:
+  metadata:
+    name: ""
+
+# Replace entire persona (not merged)
+persona:
+  role: ""
+  identity: ""
+  communication_style: ""
+  principles: []
+
+# Add custom critical actions (appended after standard config loading)
+critical_actions: []
+
+# Add persistent memories for the agent
+memories: []
+# Example:
+# memories:
+#   - "User prefers detailed technical explanations"
+#   - "Current project uses React and TypeScript"
+
+# Add custom menu items (appended to base menu)
+# Don't include * prefix or help/exit - auto-injected
+menu: []
+# Example:
+# menu:
+#   - trigger: my-workflow
+#     workflow: "{project-root}/custom/my.yaml"
+#     description: My custom workflow
+
+# Add custom prompts (for action="#id" handlers)
+prompts: []
+# Example:
+# prompts:
+# - id: my-prompt
+#   content: |
+#     Prompt instructions here

_bmad/_config/agents/bmm-dev.customize.yaml

@@ -0,0 +1,41 @@
+# Agent Customization
+# Customize any section below - all are optional
+
+# Override agent name
+agent:
+  metadata:
+    name: ""
+
+# Replace entire persona (not merged)
+persona:
+  role: ""
+  identity: ""
+  communication_style: ""
+  principles: []
+
+# Add custom critical actions (appended after standard config loading)
+critical_actions: []
+
+# Add persistent memories for the agent
+memories: []
+# Example:
+# memories:
+#   - "User prefers detailed technical explanations"
+#   - "Current project uses React and TypeScript"
+
+# Add custom menu items (appended to base menu)
+# Don't include * prefix or help/exit - auto-injected
+menu: []
+# Example:
+# menu:
+#   - trigger: my-workflow
+#     workflow: "{project-root}/custom/my.yaml"
+#     description: My custom workflow
+
+# Add custom prompts (for action="#id" handlers)
+prompts: []
+# Example:
+# prompts:
+# - id: my-prompt
+#   content: |
+#     Prompt instructions here

_bmad/_config/agents/bmm-pm.customize.yaml

@@ -0,0 +1,41 @@
+# Agent Customization
+# Customize any section below - all are optional
+
+# Override agent name
+agent:
+  metadata:
+    name: ""
+
+# Replace entire persona (not merged)
+persona:
+  role: ""
+  identity: ""
+  communication_style: ""
+  principles: []
+
+# Add custom critical actions (appended after standard config loading)
+critical_actions: []
+
+# Add persistent memories for the agent
+memories: []
+# Example:
+# memories:
+#   - "User prefers detailed technical explanations"
+#   - "Current project uses React and TypeScript"
+
+# Add custom menu items (appended to base menu)
+# Don't include * prefix or help/exit - auto-injected
+menu: []
+# Example:
+# menu:
+#   - trigger: my-workflow
+#     workflow: "{project-root}/custom/my.yaml"
+#     description: My custom workflow
+
+# Add custom prompts (for action="#id" handlers)
+prompts: []
+# Example:
+# prompts:
+# - id: my-prompt
+#   content: |
+#     Prompt instructions here

_bmad/_config/agents/bmm-quick-flow-solo-dev.customize.yaml

@@ -0,0 +1,41 @@
+# Agent Customization
+# Customize any section below - all are optional
+
+# Override agent name
+agent:
+  metadata:
+    name: ""
+
+# Replace entire persona (not merged)
+persona:
+  role: ""
+  identity: ""
+  communication_style: ""
+  principles: []
+
+# Add custom critical actions (appended after standard config loading)
+critical_actions: []
+
+# Add persistent memories for the agent
+memories: []
+# Example:
+# memories:
+#   - "User prefers detailed technical explanations"
+#   - "Current project uses React and TypeScript"
+
+# Add custom menu items (appended to base menu)
+# Don't include * prefix or help/exit - auto-injected
+menu: []
+# Example:
+# menu:
+#   - trigger: my-workflow
+#     workflow: "{project-root}/custom/my.yaml"
+#     description: My custom workflow
+
+# Add custom prompts (for action="#id" handlers)
+prompts: []
+# Example:
+# prompts:
+# - id: my-prompt
+#   content: |
+#     Prompt instructions here

_bmad/_config/agents/bmm-sm.customize.yaml

@@ -0,0 +1,41 @@
+# Agent Customization
+# Customize any section below - all are optional
+
+# Override agent name
+agent:
+  metadata:
+    name: ""
+
+# Replace entire persona (not merged)
+persona:
+  role: ""
+  identity: ""
+  communication_style: ""
+  principles: []
+
+# Add custom critical actions (appended after standard config loading)
+critical_actions: []
+
+# Add persistent memories for the agent
+memories: []
+# Example:
+# memories:
+#   - "User prefers detailed technical explanations"
+#   - "Current project uses React and TypeScript"
+
+# Add custom menu items (appended to base menu)
+# Don't include * prefix or help/exit - auto-injected
+menu: []
+# Example:
+# menu:
+#   - trigger: my-workflow
+#     workflow: "{project-root}/custom/my.yaml"
+#     description: My custom workflow
+
+# Add custom prompts (for action="#id" handlers)
+prompts: []
+# Example:
+# prompts:
+# - id: my-prompt
+#   content: |
+#     Prompt instructions here

_bmad/_config/agents/bmm-tea.customize.yaml

@@ -0,0 +1,41 @@
+# Agent Customization
+# Customize any section below - all are optional
+
+# Override agent name
+agent:
+  metadata:
+    name: ""
+
+# Replace entire persona (not merged)
+persona:
+  role: ""
+  identity: ""
+  communication_style: ""
+  principles: []
+
+# Add custom critical actions (appended after standard config loading)
+critical_actions: []
+
+# Add persistent memories for the agent
+memories: []
+# Example:
+# memories:
+#   - "User prefers detailed technical explanations"
+#   - "Current project uses React and TypeScript"
+
+# Add custom menu items (appended to base menu)
+# Don't include * prefix or help/exit - auto-injected
+menu: []
+# Example:
+# menu:
+#   - trigger: my-workflow
+#     workflow: "{project-root}/custom/my.yaml"
+#     description: My custom workflow
+
+# Add custom prompts (for action="#id" handlers)
+prompts: []
+# Example:
+# prompts:
+# - id: my-prompt
+#   content: |
+#     Prompt instructions here

_bmad/_config/agents/bmm-tech-writer.customize.yaml

@@ -0,0 +1,41 @@
+# Agent Customization
+# Customize any section below - all are optional
+
+# Override agent name
+agent:
+  metadata:
+    name: ""
+
+# Replace entire persona (not merged)
+persona:
+  role: ""
+  identity: ""
+  communication_style: ""
+  principles: []
+
+# Add custom critical actions (appended after standard config loading)
+critical_actions: []
+
+# Add persistent memories for the agent
+memories: []
+# Example:
+# memories:
+#   - "User prefers detailed technical explanations"
+#   - "Current project uses React and TypeScript"
+
+# Add custom menu items (appended to base menu)
+# Don't include * prefix or help/exit - auto-injected
+menu: []
+# Example:
+# menu:
+#   - trigger: my-workflow
+#     workflow: "{project-root}/custom/my.yaml"
+#     description: My custom workflow
+
+# Add custom prompts (for action="#id" handlers)
+prompts: []
+# Example:
+# prompts:
+# - id: my-prompt
+#   content: |
+#     Prompt instructions here

_bmad/_config/agents/bmm-ux-designer.customize.yaml

@@ -0,0 +1,41 @@
+# Agent Customization
+# Customize any section below - all are optional
+
+# Override agent name
+agent:
+  metadata:
+    name: ""
+
+# Replace entire persona (not merged)
+persona:
+  role: ""
+  identity: ""
+  communication_style: ""
+  principles: []
+
+# Add custom critical actions (appended after standard config loading)
+critical_actions: []
+
+# Add persistent memories for the agent
+memories: []
+# Example:
+# memories:
+#   - "User prefers detailed technical explanations"
+#   - "Current project uses React and TypeScript"
+
+# Add custom menu items (appended to base menu)
+# Don't include * prefix or help/exit - auto-injected
+menu: []
+# Example:
+# menu:
+#   - trigger: my-workflow
+#     workflow: "{project-root}/custom/my.yaml"
+#     description: My custom workflow
+
+# Add custom prompts (for action="#id" handlers)
+prompts: []
+# Example:
+# prompts:
+# - id: my-prompt
+#   content: |
+#     Prompt instructions here

_bmad/_config/agents/core-bmad-master.customize.yaml

@@ -0,0 +1,41 @@
+# Agent Customization
+# Customize any section below - all are optional
+
+# Override agent name
+agent:
+  metadata:
+    name: ""
+
+# Replace entire persona (not merged)
+persona:
+  role: ""
+  identity: ""
+  communication_style: ""
+  principles: []
+
+# Add custom critical actions (appended after standard config loading)
+critical_actions: []
+
+# Add persistent memories for the agent
+memories: []
+# Example:
+# memories:
+#   - "User prefers detailed technical explanations"
+#   - "Current project uses React and TypeScript"
+
+# Add custom menu items (appended to base menu)
+# Don't include * prefix or help/exit - auto-injected
+menu: []
+# Example:
+# menu:
+#   - trigger: my-workflow
+#     workflow: "{project-root}/custom/my.yaml"
+#     description: My custom workflow
+
+# Add custom prompts (for action="#id" handlers)
+prompts: []
+# Example:
+# prompts:
+# - id: my-prompt
+#   content: |
+#     Prompt instructions here

_bmad/_config/files-manifest.csv

@@ -0,0 +1,268 @@
+type,name,module,path,hash
+"csv","agent-manifest","_config","_config/agent-manifest.csv","6916048fc4a8f5caaea40350e4b2288f0fab01ea7959218b332920ec62e6a18c"
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+"yaml","manifest","_config","_config/manifest.yaml","dd938b546ff9a51045e09d21d37bd78082b9ceceb41c5225dae93834140f5c01"
+"csv","default-party","bmm","bmm/teams/default-party.csv","43209253a2e784e6b054a4ac427c9532a50d9310f6a85052d93ce975b9162156"
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_bmad/_config/ides/claude-code.yaml

@@ -0,0 +1,6 @@
+ide: claude-code
+configured_date: 2026-01-10T14:42:39.253Z
+last_updated: 2026-01-10T14:43:28.945Z
+configuration:
+  subagentChoices: null
+  installLocation: null

_bmad/_config/manifest.yaml

@@ -0,0 +1,12 @@
+installation:
+  version: 6.0.0-alpha.22
+  installDate: 2026-01-10T14:43:28.874Z
+  lastUpdated: 2026-01-10T14:43:28.874Z
+modules:
+  - core
+  - bmm
+ides:
+  - claude-code
+  - github-copilot
+  - kiro-cli
+  - gemini

_bmad/_config/task-manifest.csv

@@ -0,0 +1,6 @@
+name,displayName,description,module,path,standalone
+"index-docs","Index Docs","Generates or updates an index.md of all documents in the specified directory","core","_bmad/core/tasks/index-docs.xml","true"
+"review-adversarial-general","Adversarial Review (General)","Cynically review content and produce findings","core","_bmad/core/tasks/review-adversarial-general.xml","false"
+"shard-doc","Shard Document","Splits large markdown documents into smaller, organized files based on level 2 (default) sections","core","_bmad/core/tasks/shard-doc.xml","false"
+"validate-workflow","Validate Workflow Output","Run a checklist against a document with thorough analysis and produce a validation report","core","_bmad/core/tasks/validate-workflow.xml","false"
+"workflow","Execute Workflow","Execute given workflow by loading its configuration, following instructions, and producing output","core","_bmad/core/tasks/workflow.xml","false"

_bmad/_config/tool-manifest.csv

@@ -0,0 +1 @@
+name,displayName,description,module,path,standalone

_bmad/_config/workflow-manifest.csv

@@ -0,0 +1,35 @@
+name,description,module,path
+"brainstorming","Facilitate interactive brainstorming sessions using diverse creative techniques and ideation methods","core","_bmad/core/workflows/brainstorming/workflow.md"
+"party-mode","Orchestrates group discussions between all installed BMAD agents, enabling natural multi-agent conversations","core","_bmad/core/workflows/party-mode/workflow.md"
+"create-product-brief","Create comprehensive product briefs through collaborative step-by-step discovery as creative Business Analyst working with the user as peers.","bmm","_bmad/bmm/workflows/1-analysis/create-product-brief/workflow.md"
+"research","Conduct comprehensive research across multiple domains using current web data and verified sources - Market, Technical, Domain and other research types.","bmm","_bmad/bmm/workflows/1-analysis/research/workflow.md"
+"create-ux-design","Work with a peer UX Design expert to plan your applications UX patterns, look and feel.","bmm","_bmad/bmm/workflows/2-plan-workflows/create-ux-design/workflow.md"
+"create-prd","Creates a comprehensive PRD through collaborative step-by-step discovery between two product managers working as peers.","bmm","_bmad/bmm/workflows/2-plan-workflows/prd/workflow.md"
+"check-implementation-readiness","Critical validation workflow that assesses PRD, Architecture, and Epics & Stories for completeness and alignment before implementation. Uses adversarial review approach to find gaps and issues.","bmm","_bmad/bmm/workflows/3-solutioning/check-implementation-readiness/workflow.md"
+"create-architecture","Collaborative architectural decision facilitation for AI-agent consistency. Replaces template-driven architecture with intelligent, adaptive conversation that produces a decision-focused architecture document optimized for preventing agent conflicts.","bmm","_bmad/bmm/workflows/3-solutioning/create-architecture/workflow.md"
+"create-epics-and-stories","Transform PRD requirements and Architecture decisions into comprehensive stories organized by user value. This workflow requires completed PRD + Architecture documents (UX recommended if UI exists) and breaks down requirements into implementation-ready epics and user stories that incorporate all available technical and design context. Creates detailed, actionable stories with complete acceptance criteria for development teams.","bmm","_bmad/bmm/workflows/3-solutioning/create-epics-and-stories/workflow.md"
+"code-review","Perform an ADVERSARIAL Senior Developer code review that finds 3-10 specific problems in every story. Challenges everything: code quality, test coverage, architecture compliance, security, performance. NEVER accepts `looks good` - must find minimum issues and can auto-fix with user approval.","bmm","_bmad/bmm/workflows/4-implementation/code-review/workflow.yaml"
+"correct-course","Navigate significant changes during sprint execution by analyzing impact, proposing solutions, and routing for implementation","bmm","_bmad/bmm/workflows/4-implementation/correct-course/workflow.yaml"
+"create-story","Create the next user story from epics+stories with enhanced context analysis and direct ready-for-dev marking","bmm","_bmad/bmm/workflows/4-implementation/create-story/workflow.yaml"
+"dev-story","Execute a story by implementing tasks/subtasks, writing tests, validating, and updating the story file per acceptance criteria","bmm","_bmad/bmm/workflows/4-implementation/dev-story/workflow.yaml"
+"retrospective","Run after epic completion to review overall success, extract lessons learned, and explore if new information emerged that might impact the next epic","bmm","_bmad/bmm/workflows/4-implementation/retrospective/workflow.yaml"
+"sprint-planning","Generate and manage the sprint status tracking file for Phase 4 implementation, extracting all epics and stories from epic files and tracking their status through the development lifecycle","bmm","_bmad/bmm/workflows/4-implementation/sprint-planning/workflow.yaml"
+"sprint-status","Summarize sprint-status.yaml, surface risks, and route to the right implementation workflow.","bmm","_bmad/bmm/workflows/4-implementation/sprint-status/workflow.yaml"
+"create-tech-spec","Conversational spec engineering - ask questions, investigate code, produce implementation-ready tech-spec.","bmm","_bmad/bmm/workflows/bmad-quick-flow/create-tech-spec/workflow.md"
+"quick-dev","Flexible development - execute tech-specs OR direct instructions with optional planning.","bmm","_bmad/bmm/workflows/bmad-quick-flow/quick-dev/workflow.md"
+"document-project","Analyzes and documents brownfield projects by scanning codebase, architecture, and patterns to create comprehensive reference documentation for AI-assisted development","bmm","_bmad/bmm/workflows/document-project/workflow.yaml"
+"create-excalidraw-dataflow","Create data flow diagrams (DFD) in Excalidraw format","bmm","_bmad/bmm/workflows/excalidraw-diagrams/create-dataflow/workflow.yaml"
+"create-excalidraw-diagram","Create system architecture diagrams, ERDs, UML diagrams, or general technical diagrams in Excalidraw format","bmm","_bmad/bmm/workflows/excalidraw-diagrams/create-diagram/workflow.yaml"
+"create-excalidraw-flowchart","Create a flowchart visualization in Excalidraw format for processes, pipelines, or logic flows","bmm","_bmad/bmm/workflows/excalidraw-diagrams/create-flowchart/workflow.yaml"
+"create-excalidraw-wireframe","Create website or app wireframes in Excalidraw format","bmm","_bmad/bmm/workflows/excalidraw-diagrams/create-wireframe/workflow.yaml"
+"generate-project-context","Creates a concise project-context.md file with critical rules and patterns that AI agents must follow when implementing code. Optimized for LLM context efficiency.","bmm","_bmad/bmm/workflows/generate-project-context/workflow.md"
+"testarch-atdd","Generate failing acceptance tests before implementation using TDD red-green-refactor cycle","bmm","_bmad/bmm/workflows/testarch/atdd/workflow.yaml"
+"testarch-automate","Expand test automation coverage after implementation or analyze existing codebase to generate comprehensive test suite","bmm","_bmad/bmm/workflows/testarch/automate/workflow.yaml"
+"testarch-ci","Scaffold CI/CD quality pipeline with test execution, burn-in loops, and artifact collection","bmm","_bmad/bmm/workflows/testarch/ci/workflow.yaml"
+"testarch-framework","Initialize production-ready test framework architecture (Playwright or Cypress) with fixtures, helpers, and configuration","bmm","_bmad/bmm/workflows/testarch/framework/workflow.yaml"
+"testarch-nfr","Assess non-functional requirements (performance, security, reliability, maintainability) before release with evidence-based validation","bmm","_bmad/bmm/workflows/testarch/nfr-assess/workflow.yaml"
+"testarch-test-design","Dual-mode workflow: (1) System-level testability review in Solutioning phase, or (2) Epic-level test planning in Implementation phase. Auto-detects mode based on project phase.","bmm","_bmad/bmm/workflows/testarch/test-design/workflow.yaml"
+"testarch-test-review","Review test quality using comprehensive knowledge base and best practices validation","bmm","_bmad/bmm/workflows/testarch/test-review/workflow.yaml"
+"testarch-trace","Generate requirements-to-tests traceability matrix, analyze coverage, and make quality gate decision (PASS/CONCERNS/FAIL/WAIVED)","bmm","_bmad/bmm/workflows/testarch/trace/workflow.yaml"
+"workflow-init","Initialize a new BMM project by determining level, type, and creating workflow path","bmm","_bmad/bmm/workflows/workflow-status/init/workflow.yaml"
+"workflow-status","Lightweight status checker - answers """"what should I do now?"""" for any agent. Reads YAML status file for workflow tracking. Use workflow-init for new projects.","bmm","_bmad/bmm/workflows/workflow-status/workflow.yaml"