Initial commit: BMAD framework + Story 1.1 Component Trait Definition

Features:
- BMAD (Build Modular AI-driven Development) framework setup
- BMM, BMB, CIS, Core modules configured
- Story 1.1: Component trait with error handling
- Workspace Cargo.toml with components crate
- 31 tests passing (19 unit + 12 doc tests)

Technical:
- Component trait with compute_residuals, jacobian_entries, n_equations
- ComponentError enum with thiserror
- JacobianBuilder for sparse matrix construction
- Object-safe trait supporting Box<dyn Component>
- Comprehensive documentation and examples
This commit is contained in:
Sepehr
2026-02-14 13:44:32 +01:00
parent 22dd012a74
commit 1fdfefe631
634 changed files with 70435 additions and 0 deletions

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---
mode: primary
description: 'bmad-master agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/core/agents/bmad-master.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'agent-builder agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/bmb/agents/agent-builder.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'module-builder agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/bmb/agents/module-builder.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'workflow-builder agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/bmb/agents/workflow-builder.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'analyst agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/bmm/agents/analyst.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'architect agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/bmm/agents/architect.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'dev agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/bmm/agents/dev.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'pm agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/bmm/agents/pm.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'qa agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/bmm/agents/qa.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'quick-flow-solo-dev agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/bmm/agents/quick-flow-solo-dev.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'sm agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/bmm/agents/sm.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'tech-writer agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/bmm/agents/tech-writer/tech-writer.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'ux-designer agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/bmm/agents/ux-designer.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'brainstorming-coach agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/cis/agents/brainstorming-coach.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'creative-problem-solver agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/cis/agents/creative-problem-solver.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'design-thinking-coach agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/cis/agents/design-thinking-coach.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'innovation-strategist agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/cis/agents/innovation-strategist.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'presentation-master agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/cis/agents/presentation-master.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
mode: primary
description: 'storyteller agent'
---
You must fully embody this agent's persona and follow all activation instructions exactly as specified. NEVER break character until given an exit command.
<agent-activation CRITICAL="TRUE">
1. LOAD the FULL agent file from {project-root}/_bmad/cis/agents/storyteller/storyteller.md
2. READ its entire contents - this contains the complete agent persona, menu, and instructions
3. FOLLOW every step in the <activation> section precisely
4. DISPLAY the welcome/greeting as instructed
5. PRESENT the numbered menu
6. WAIT for user input before proceeding
</agent-activation>

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---
description: 'Create a new BMAD agent with best practices and compliance'
---
Execute the BMAD 'create-agent' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmb/workflows/agent/workflow-create-agent.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmb/workflows/agent/workflow-create-agent.md

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---
description: 'Create product brief for BMAD module development'
---
Execute the BMAD 'create-module-brief' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmb/workflows/module/workflow-create-module-brief.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmb/workflows/module/workflow-create-module-brief.md

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---
description: 'Create a complete BMAD module with agents, workflows, and infrastructure'
---
Execute the BMAD 'create-module' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmb/workflows/module/workflow-create-module.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmb/workflows/module/workflow-create-module.md

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---
description: 'Create a new BMAD workflow with proper structure and best practices'
---
Execute the BMAD 'create-workflow' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmb/workflows/workflow/workflow-create-workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmb/workflows/workflow/workflow-create-workflow.md

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---
description: 'Edit existing BMAD agents while maintaining compliance'
---
Execute the BMAD 'edit-agent' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmb/workflows/agent/workflow-edit-agent.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmb/workflows/agent/workflow-edit-agent.md

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---
description: 'Edit existing BMAD modules while maintaining coherence'
---
Execute the BMAD 'edit-module' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmb/workflows/module/workflow-edit-module.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmb/workflows/module/workflow-edit-module.md

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---
description: 'Edit existing BMAD workflows while maintaining integrity'
---
Execute the BMAD 'edit-workflow' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmb/workflows/workflow/workflow-edit-workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmb/workflows/workflow/workflow-edit-workflow.md

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---
description: 'Rework a Workflow to a V6 Compliant Version'
---
Execute the BMAD 'rework-workflow' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmb/workflows/workflow/workflow-rework-workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmb/workflows/workflow/workflow-rework-workflow.md

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---
description: 'Validate existing BMAD agents and offer to improve deficiencies'
---
Execute the BMAD 'validate-agent' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmb/workflows/agent/workflow-validate-agent.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmb/workflows/agent/workflow-validate-agent.md

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---
description: 'Run validation checks in MAX-PARALLEL mode against a workflow requires a tool that supports Parallel Sub-Processes'
---
Execute the BMAD 'validate-max-parallel-workflow' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmb/workflows/workflow/workflow-validate-max-parallel-workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmb/workflows/workflow/workflow-validate-max-parallel-workflow.md

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---
description: 'Run compliance check on BMAD modules against best practices'
---
Execute the BMAD 'validate-module' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmb/workflows/module/workflow-validate-module.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmb/workflows/module/workflow-validate-module.md

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---
description: 'Run validation check on BMAD workflows against best practices'
---
Execute the BMAD 'validate-workflow' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmb/workflows/workflow/workflow-validate-workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmb/workflows/workflow/workflow-validate-workflow.md

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---
description: '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.'
---
Execute the BMAD 'check-implementation-readiness' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/3-solutioning/check-implementation-readiness/workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/3-solutioning/check-implementation-readiness/workflow.md

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---
description: '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.'
---
Execute the BMAD 'code-review' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/4-implementation/code-review/workflow.yaml
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/4-implementation/code-review/workflow.yaml

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---
description: 'Navigate significant changes during sprint execution by analyzing impact, proposing solutions, and routing for implementation'
---
Execute the BMAD 'correct-course' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/4-implementation/correct-course/workflow.yaml
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/4-implementation/correct-course/workflow.yaml

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---
description: '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.'
---
Execute the BMAD 'create-architecture' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/3-solutioning/create-architecture/workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/3-solutioning/create-architecture/workflow.md

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---
description: '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.'
---
Execute the BMAD 'create-epics-and-stories' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/3-solutioning/create-epics-and-stories/workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/3-solutioning/create-epics-and-stories/workflow.md

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---
description: 'Create a comprehensive PRD (Product Requirements Document) through structured workflow facilitation'
---
Execute the BMAD 'create-prd' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-create-prd.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-create-prd.md

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---
description: 'Create comprehensive product briefs through collaborative step-by-step discovery as creative Business Analyst working with the user as peers.'
---
Execute the BMAD 'create-product-brief' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/1-analysis/create-product-brief/workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/1-analysis/create-product-brief/workflow.md

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---
description: 'Create the next user story from epics+stories with enhanced context analysis and direct ready-for-dev marking'
---
Execute the BMAD 'create-story' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/4-implementation/create-story/workflow.yaml
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/4-implementation/create-story/workflow.yaml

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---
description: 'Work with a peer UX Design expert to plan your applications UX patterns, look and feel.'
---
Execute the BMAD 'create-ux-design' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/2-plan-workflows/create-ux-design/workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/2-plan-workflows/create-ux-design/workflow.md

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---
description: 'Execute a story by implementing tasks/subtasks, writing tests, validating, and updating the story file per acceptance criteria'
---
Execute the BMAD 'dev-story' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/4-implementation/dev-story/workflow.yaml
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/4-implementation/dev-story/workflow.yaml

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---
description: 'Analyzes and documents brownfield projects by scanning codebase, architecture, and patterns to create comprehensive reference documentation for AI-assisted development'
---
Execute the BMAD 'document-project' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/document-project/workflow.yaml
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/document-project/workflow.yaml

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---
description: 'Conduct domain research covering industry analysis, regulations, technology trends, and ecosystem dynamics using current web data and verified sources.'
---
Execute the BMAD 'domain-research' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/1-analysis/research/workflow-domain-research.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/1-analysis/research/workflow-domain-research.md

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---
description: 'Edit and improve an existing PRD - enhance clarity, completeness, and quality'
---
Execute the BMAD 'edit-prd' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-edit-prd.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-edit-prd.md

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---
description: '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.'
---
Execute the BMAD 'generate-project-context' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/generate-project-context/workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/generate-project-context/workflow.md

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---
description: 'Conduct market research covering market size, growth, competition, and customer insights using current web data and verified sources.'
---
Execute the BMAD 'market-research' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/1-analysis/research/workflow-market-research.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/1-analysis/research/workflow-market-research.md

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---
description: 'Generate tests quickly for existing features using standard test patterns'
---
Execute the BMAD 'qa-automate' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/qa/automate/workflow.yaml
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/qa/automate/workflow.yaml

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---
description: 'Flexible development - execute tech-specs OR direct instructions with optional planning.'
---
Execute the BMAD 'quick-dev' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/bmad-quick-flow/quick-dev/workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/bmad-quick-flow/quick-dev/workflow.md

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---
description: 'Conversational spec engineering - ask questions, investigate code, produce implementation-ready tech-spec.'
---
Execute the BMAD 'quick-spec' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/bmad-quick-flow/quick-spec/workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/bmad-quick-flow/quick-spec/workflow.md

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---
description: 'Run after epic completion to review overall success, extract lessons learned, and explore if new information emerged that might impact the next epic'
---
Execute the BMAD 'retrospective' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/4-implementation/retrospective/workflow.yaml
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/4-implementation/retrospective/workflow.yaml

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---
description: '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'
---
Execute the BMAD 'sprint-planning' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/4-implementation/sprint-planning/workflow.yaml
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/4-implementation/sprint-planning/workflow.yaml

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---
description: 'Summarize sprint-status.yaml, surface risks, and route to the right implementation workflow.'
---
Execute the BMAD 'sprint-status' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/4-implementation/sprint-status/workflow.yaml
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/4-implementation/sprint-status/workflow.yaml

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---
description: 'Conduct technical research covering technology evaluation, architecture decisions, and implementation approaches using current web data and verified sources.'
---
Execute the BMAD 'technical-research' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/1-analysis/research/workflow-technical-research.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/1-analysis/research/workflow-technical-research.md

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---
description: 'Validate an existing PRD against BMAD standards - comprehensive review for completeness, clarity, and quality'
---
Execute the BMAD 'validate-prd' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-validate-prd.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-validate-prd.md

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---
description: 'Facilitate interactive brainstorming sessions using diverse creative techniques and ideation methods'
---
Execute the BMAD 'brainstorming' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/core/workflows/brainstorming/workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/core/workflows/brainstorming/workflow.md

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---
description: 'Guide human-centered design processes using empathy-driven methodologies. This workflow walks through the design thinking phases - Empathize, Define, Ideate, Prototype, and Test - to create solutions deeply rooted in user needs.'
---
Execute the BMAD 'design-thinking' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/cis/workflows/design-thinking/workflow.yaml
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/cis/workflows/design-thinking/workflow.yaml

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---
description: 'Identify disruption opportunities and architect business model innovation. This workflow guides strategic analysis of markets, competitive dynamics, and business model innovation to uncover sustainable competitive advantages and breakthrough opportunities.'
---
Execute the BMAD 'innovation-strategy' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/cis/workflows/innovation-strategy/workflow.yaml
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/cis/workflows/innovation-strategy/workflow.yaml

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---
description: 'Apply systematic problem-solving methodologies to crack complex challenges. This workflow guides through problem diagnosis, root cause analysis, creative solution generation, evaluation, and implementation planning using proven frameworks.'
---
Execute the BMAD 'problem-solving' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/cis/workflows/problem-solving/workflow.yaml
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/cis/workflows/problem-solving/workflow.yaml

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---
description: 'Craft compelling narratives using proven story frameworks and techniques. This workflow guides users through structured narrative development, applying appropriate story frameworks to create emotionally resonant and engaging stories for any purpose.'
---
Execute the BMAD 'storytelling' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/cis/workflows/storytelling/workflow.yaml
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/cis/workflows/storytelling/workflow.yaml

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---
description: 'Clinical copy-editor that reviews text for communication issues'
---
Execute the BMAD 'editorial-review-prose' task.
TASK INSTRUCTIONS:
1. LOAD the task file from {project-root}/_bmad/core/tasks/editorial-review-prose.xml
2. READ its entire contents
3. FOLLOW every instruction precisely as specified
TASK FILE: {project-root}/_bmad/core/tasks/editorial-review-prose.xml

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---
description: 'Structural editor that proposes cuts, reorganization, and simplification while preserving comprehension'
---
Execute the BMAD 'editorial-review-structure' task.
TASK INSTRUCTIONS:
1. LOAD the task file from {project-root}/_bmad/core/tasks/editorial-review-structure.xml
2. READ its entire contents
3. FOLLOW every instruction precisely as specified
TASK FILE: {project-root}/_bmad/core/tasks/editorial-review-structure.xml

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---
description: 'Get unstuck by showing what workflow steps come next or answering questions about what to do'
---
Execute the BMAD 'help' task.
TASK INSTRUCTIONS:
1. LOAD the task file from {project-root}/_bmad/core/tasks/help.md
2. READ its entire contents
3. FOLLOW every instruction precisely as specified
TASK FILE: {project-root}/_bmad/core/tasks/help.md

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---
description: 'Generates or updates an index.md of all documents in the specified directory'
---
Execute the BMAD 'index-docs' task.
TASK INSTRUCTIONS:
1. LOAD the task file from {project-root}/_bmad/core/tasks/index-docs.xml
2. READ its entire contents
3. FOLLOW every instruction precisely as specified
TASK FILE: {project-root}/_bmad/core/tasks/index-docs.xml

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---
description: 'Orchestrates group discussions between all installed BMAD agents, enabling natural multi-agent conversations'
---
Execute the BMAD 'party-mode' workflow.
CRITICAL: You must load and follow the workflow definition exactly.
WORKFLOW INSTRUCTIONS:
1. LOAD the workflow file from {project-root}/_bmad/core/workflows/party-mode/workflow.md
2. READ its entire contents
3. FOLLOW every step precisely as specified
4. DO NOT skip or modify any steps
WORKFLOW FILE: {project-root}/_bmad/core/workflows/party-mode/workflow.md

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---
description: 'Cynically review content and produce findings'
---
Execute the BMAD 'review-adversarial-general' task.
TASK INSTRUCTIONS:
1. LOAD the task file from {project-root}/_bmad/core/tasks/review-adversarial-general.xml
2. READ its entire contents
3. FOLLOW every instruction precisely as specified
TASK FILE: {project-root}/_bmad/core/tasks/review-adversarial-general.xml

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---
description: 'Splits large markdown documents into smaller, organized files based on level 2 (default) sections'
---
Execute the BMAD 'shard-doc' task.
TASK INSTRUCTIONS:
1. LOAD the task file from {project-root}/_bmad/core/tasks/shard-doc.xml
2. READ its entire contents
3. FOLLOW every instruction precisely as specified
TASK FILE: {project-root}/_bmad/core/tasks/shard-doc.xml