feat(python): implement python bindings for all components and solvers

This commit is contained in:
Sepehr
2026-02-21 20:34:56 +01:00
parent 8ef8cd2eba
commit 4440132b0a
310 changed files with 11577 additions and 397 deletions

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---
description: 'Create a new BMAD agent with best practices and compliance'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmb/workflows/agent/workflow-create-agent.md
3. Pass the yaml path _bmad/bmb/workflows/agent/workflow-create-agent.md as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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---
description: 'Create product brief for BMAD module development'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmb/workflows/module/workflow-create-module-brief.md
3. Pass the yaml path _bmad/bmb/workflows/module/workflow-create-module-brief.md as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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---
description: 'Create a complete BMAD module with agents, workflows, and infrastructure'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmb/workflows/module/workflow-create-module.md
3. Pass the yaml path _bmad/bmb/workflows/module/workflow-create-module.md as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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---
description: 'Create a new BMAD workflow with proper structure and best practices'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/bmb/workflows/workflow/workflow-create-workflow.md, READ its entire contents and follow its directions exactly!

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---
description: 'Edit existing BMAD agents while maintaining compliance'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmb/workflows/agent/workflow-edit-agent.md
3. Pass the yaml path _bmad/bmb/workflows/agent/workflow-edit-agent.md as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,14 @@
---
description: 'Edit existing BMAD modules while maintaining coherence'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmb/workflows/module/workflow-edit-module.md
3. Pass the yaml path _bmad/bmb/workflows/module/workflow-edit-module.md as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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---
description: 'Edit existing BMAD workflows while maintaining integrity'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/bmb/workflows/workflow/workflow-edit-workflow.md, READ its entire contents and follow its directions exactly!

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---
description: 'Rework a Workflow to a V6 Compliant Version'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/bmb/workflows/workflow/workflow-rework-workflow.md, READ its entire contents and follow its directions exactly!

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@@ -0,0 +1,14 @@
---
description: 'Validate existing BMAD agents and offer to improve deficiencies'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmb/workflows/agent/workflow-validate-agent.md
3. Pass the yaml path _bmad/bmb/workflows/agent/workflow-validate-agent.md as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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---
description: 'Run validation checks in MAX-PARALLEL mode against a workflow requires a tool that supports Parallel Sub-Processes'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/bmb/workflows/workflow/workflow-validate-max-parallel-workflow.md, READ its entire contents and follow its directions exactly!

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@@ -0,0 +1,14 @@
---
description: 'Run compliance check on BMAD modules against best practices'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmb/workflows/module/workflow-validate-module.md
3. Pass the yaml path _bmad/bmb/workflows/module/workflow-validate-module.md as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,6 @@
---
description: 'Run validation check on BMAD workflows against best practices'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/bmb/workflows/workflow/workflow-validate-workflow.md, READ its entire contents and follow its directions exactly!

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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.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/bmm/workflows/3-solutioning/check-implementation-readiness/workflow.md, READ its entire contents and follow its directions exactly!

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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.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/4-implementation/code-review/workflow.yaml
3. Pass the yaml path _bmad/bmm/workflows/4-implementation/code-review/workflow.yaml as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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---
description: 'Navigate significant changes during sprint execution by analyzing impact, proposing solutions, and routing for implementation'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/4-implementation/correct-course/workflow.yaml
3. Pass the yaml path _bmad/bmm/workflows/4-implementation/correct-course/workflow.yaml as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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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.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/bmm/workflows/3-solutioning/create-architecture/workflow.md, READ its entire contents and follow its directions exactly!

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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.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/bmm/workflows/3-solutioning/create-epics-and-stories/workflow.md, READ its entire contents and follow its directions exactly!

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@@ -0,0 +1,14 @@
---
description: 'Create a comprehensive PRD (Product Requirements Document) through structured workflow facilitation'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-create-prd.md
3. Pass the yaml path _bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-create-prd.md as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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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.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/bmm/workflows/1-analysis/create-product-brief/workflow.md, READ its entire contents and follow its directions exactly!

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@@ -0,0 +1,14 @@
---
description: 'Create the next user story from epics+stories with enhanced context analysis and direct ready-for-dev marking'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/4-implementation/create-story/workflow.yaml
3. Pass the yaml path _bmad/bmm/workflows/4-implementation/create-story/workflow.yaml as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,6 @@
---
description: 'Work with a peer UX Design expert to plan your applications UX patterns, look and feel.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/bmm/workflows/2-plan-workflows/create-ux-design/workflow.md, READ its entire contents and follow its directions exactly!

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---
description: 'Execute a story by implementing tasks/subtasks, writing tests, validating, and updating the story file per acceptance criteria'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/4-implementation/dev-story/workflow.yaml
3. Pass the yaml path _bmad/bmm/workflows/4-implementation/dev-story/workflow.yaml as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,14 @@
---
description: 'Analyzes and documents brownfield projects by scanning codebase, architecture, and patterns to create comprehensive reference documentation for AI-assisted development'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/document-project/workflow.yaml
3. Pass the yaml path _bmad/bmm/workflows/document-project/workflow.yaml as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,14 @@
---
description: 'Conduct domain research covering industry analysis, regulations, technology trends, and ecosystem dynamics using current web data and verified sources.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/1-analysis/research/workflow-domain-research.md
3. Pass the yaml path _bmad/bmm/workflows/1-analysis/research/workflow-domain-research.md as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,14 @@
---
description: 'Edit and improve an existing PRD - enhance clarity, completeness, and quality'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-edit-prd.md
3. Pass the yaml path _bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-edit-prd.md as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,6 @@
---
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.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/bmm/workflows/generate-project-context/workflow.md, READ its entire contents and follow its directions exactly!

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@@ -0,0 +1,14 @@
---
description: 'Conduct market research covering market size, growth, competition, and customer insights using current web data and verified sources.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/1-analysis/research/workflow-market-research.md
3. Pass the yaml path _bmad/bmm/workflows/1-analysis/research/workflow-market-research.md as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,14 @@
---
description: 'Generate tests quickly for existing features using standard test patterns'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/qa/automate/workflow.yaml
3. Pass the yaml path _bmad/bmm/workflows/qa/automate/workflow.yaml as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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---
description: 'Flexible development - execute tech-specs OR direct instructions with optional planning.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/bmm/workflows/bmad-quick-flow/quick-dev/workflow.md, READ its entire contents and follow its directions exactly!

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@@ -0,0 +1,6 @@
---
description: 'Conversational spec engineering - ask questions, investigate code, produce implementation-ready tech-spec.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/bmm/workflows/bmad-quick-flow/quick-spec/workflow.md, READ its entire contents and follow its directions exactly!

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@@ -0,0 +1,14 @@
---
description: 'Run after epic completion to review overall success, extract lessons learned, and explore if new information emerged that might impact the next epic'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/4-implementation/retrospective/workflow.yaml
3. Pass the yaml path _bmad/bmm/workflows/4-implementation/retrospective/workflow.yaml as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,14 @@
---
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'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/4-implementation/sprint-planning/workflow.yaml
3. Pass the yaml path _bmad/bmm/workflows/4-implementation/sprint-planning/workflow.yaml as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,14 @@
---
description: 'Summarize sprint-status.yaml, surface risks, and route to the right implementation workflow.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/4-implementation/sprint-status/workflow.yaml
3. Pass the yaml path _bmad/bmm/workflows/4-implementation/sprint-status/workflow.yaml as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,14 @@
---
description: 'Conduct technical research covering technology evaluation, architecture decisions, and implementation approaches using current web data and verified sources.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/1-analysis/research/workflow-technical-research.md
3. Pass the yaml path _bmad/bmm/workflows/1-analysis/research/workflow-technical-research.md as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,14 @@
---
description: 'Validate an existing PRD against BMAD standards - comprehensive review for completeness, clarity, and quality'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-validate-prd.md
3. Pass the yaml path _bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-validate-prd.md as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,6 @@
---
description: 'Facilitate interactive brainstorming sessions using diverse creative techniques and ideation methods'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/core/workflows/brainstorming/workflow.md, READ its entire contents and follow its directions exactly!

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@@ -0,0 +1,14 @@
---
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.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/cis/workflows/design-thinking/workflow.yaml
3. Pass the yaml path _bmad/cis/workflows/design-thinking/workflow.yaml as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,14 @@
---
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.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/cis/workflows/innovation-strategy/workflow.yaml
3. Pass the yaml path _bmad/cis/workflows/innovation-strategy/workflow.yaml as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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@@ -0,0 +1,14 @@
---
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.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/cis/workflows/problem-solving/workflow.yaml
3. Pass the yaml path _bmad/cis/workflows/problem-solving/workflow.yaml as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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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.'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
<steps CRITICAL="TRUE">
1. Always LOAD the FULL @_bmad/core/tasks/workflow.xml
2. READ its entire contents - this is the CORE OS for EXECUTING the specific workflow-config @_bmad/cis/workflows/storytelling/workflow.yaml
3. Pass the yaml path _bmad/cis/workflows/storytelling/workflow.yaml as 'workflow-config' parameter to the workflow.xml instructions
4. Follow workflow.xml instructions EXACTLY as written to process and follow the specific workflow config and its instructions
5. Save outputs after EACH section when generating any documents from templates
</steps>

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---
description: 'Clinical copy-editor that reviews text for communication issues'
disable-model-invocation: true
---
# Editorial Review - Prose
Read the entire task file at: {project-root}/_bmad/core/tasks/editorial-review-prose.xml
Follow all instructions in the task file exactly as written.

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---
description: 'Structural editor that proposes cuts, reorganization, and simplification while preserving comprehension'
disable-model-invocation: true
---
# Editorial Review - Structure
Read the entire task file at: {project-root}/_bmad/core/tasks/editorial-review-structure.xml
Follow all instructions in the task file exactly as written.

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---
description: 'Get unstuck by showing what workflow steps come next or answering questions about what to do'
disable-model-invocation: true
---
# help
Read the entire task file at: {project-root}/_bmad/core/tasks/help.md
Follow all instructions in the task file exactly as written.

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---
description: 'Generates or updates an index.md of all documents in the specified directory'
disable-model-invocation: true
---
# Index Docs
Read the entire task file at: {project-root}/_bmad/core/tasks/index-docs.xml
Follow all instructions in the task file exactly as written.

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---
description: 'Orchestrates group discussions between all installed BMAD agents, enabling natural multi-agent conversations'
disable-model-invocation: true
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL @_bmad/core/workflows/party-mode/workflow.md, READ its entire contents and follow its directions exactly!

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---
description: 'Cynically review content and produce findings'
disable-model-invocation: true
---
# Adversarial Review (General)
Read the entire task file at: {project-root}/_bmad/core/tasks/review-adversarial-general.xml
Follow all instructions in the task file exactly as written.

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---
description: 'Splits large markdown documents into smaller, organized files based on level 2 (default) sections'
disable-model-invocation: true
---
# Shard Document
Read the entire task file at: {project-root}/_bmad/core/tasks/shard-doc.xml
Follow all instructions in the task file exactly as written.