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Co-Authored-By: Claude <noreply@anthropic.com>
Co-Authored-By: Happy <yesreply@happy.engineering>
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D8D Developer
2026-03-23 07:34:54 +00:00
commit f994d480f3
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---
name: bmad-advanced-elicitation
description: Push the LLM to reconsider refine and improve its recent output. Use when the user asks for advanced elicitation.
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/core/workflows/advanced-elicitation/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-analyst
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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---
name: bmad-architect
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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---
name: bmad-brainstorming
description: 'Facilitate interactive brainstorming sessions using diverse creative techniques and ideation methods. Use when the user says help me brainstorm or help me ideate.'
---
Follow the instructions in [workflow.md](workflow.md).

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type: skill

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category,technique_name,description
collaborative,Yes And Building,"Build momentum through positive additions where each idea becomes a launching pad - use prompts like 'Yes and we could also...' or 'Building on that idea...' to create energetic collaborative flow that builds upon previous contributions"
collaborative,Brain Writing Round Robin,"Silent idea generation followed by building on others' written concepts - gives quieter voices equal contribution while maintaining documentation through the sequence of writing silently, passing ideas, and building on received concepts"
collaborative,Random Stimulation,"Use random words/images as creative catalysts to force unexpected connections - breaks through mental blocks with serendipitous inspiration by asking how random elements relate, what connections exist, and forcing relationships"
collaborative,Role Playing,"Generate solutions from multiple stakeholder perspectives to build empathy while ensuring comprehensive consideration - embody different roles by asking what they want, how they'd approach problems, and what matters most to them"
collaborative,Ideation Relay Race,"Rapid-fire idea building under time pressure creates urgency and breakthroughs - structure with 30-second additions, quick building on ideas, and fast passing to maintain creative momentum and prevent overthinking"
creative,What If Scenarios,"Explore radical possibilities by questioning all constraints and assumptions - perfect for breaking through stuck thinking using prompts like 'What if we had unlimited resources?' 'What if the opposite were true?' or 'What if this problem didn't exist?'"
creative,Analogical Thinking,"Find creative solutions by drawing parallels to other domains - transfer successful patterns by asking 'This is like what?' 'How is this similar to...' and 'What other examples come to mind?' to connect to existing solutions"
creative,Reversal Inversion,"Deliberately flip problems upside down to reveal hidden assumptions and fresh angles - great when conventional approaches fail by asking 'What if we did the opposite?' 'How could we make this worse?' and 'What's the reverse approach?'"
creative,First Principles Thinking,"Strip away assumptions to rebuild from fundamental truths - essential for breakthrough innovation by asking 'What do we know for certain?' 'What are the fundamental truths?' and 'If we started from scratch?'"
creative,Forced Relationships,"Connect unrelated concepts to spark innovative bridges through creative collision - take two unrelated things, find connections between them, identify bridges, and explore how they could work together to generate unexpected solutions"
creative,Time Shifting,"Explore solutions across different time periods to reveal constraints and opportunities by asking 'How would this work in the past?' 'What about 100 years from now?' 'Different era constraints?' and 'What time-based solutions apply?'"
creative,Metaphor Mapping,"Use extended metaphors as thinking tools to explore problems from new angles - transforms abstract challenges into tangible narratives by asking 'This problem is like a metaphor,' extending the metaphor, and mapping elements to discover insights"
creative,Cross-Pollination,"Transfer solutions from completely different industries or domains to spark breakthrough innovations by asking how industry X would solve this, what patterns work in field Y, and how to adapt solutions from domain Z"
creative,Concept Blending,"Merge two or more existing concepts to create entirely new categories - goes beyond simple combination to genuine innovation by asking what emerges when concepts merge, what new category is created, and how the blend transcends original ideas"
creative,Reverse Brainstorming,"Generate problems instead of solutions to identify hidden opportunities and unexpected pathways by asking 'What could go wrong?' 'How could we make this fail?' and 'What problems could we create?' to reveal solution insights"
creative,Sensory Exploration,"Engage all five senses to discover multi-dimensional solution spaces beyond purely analytical thinking by asking what ideas feel, smell, taste, or sound like, and how different senses engage with the problem space"
deep,Five Whys,"Drill down through layers of causation to uncover root causes - essential for solving problems at source rather than symptoms by asking 'Why did this happen?' repeatedly until reaching fundamental drivers and ultimate causes"
deep,Morphological Analysis,"Systematically explore all possible parameter combinations for complex systems requiring comprehensive solution mapping - identify key parameters, list options for each, try different combinations, and identify emerging patterns"
deep,Provocation Technique,"Use deliberately provocative statements to extract useful ideas from seemingly absurd starting points - catalyzes breakthrough thinking by asking 'What if provocative statement?' 'How could this be useful?' 'What idea triggers?' and 'Extract the principle'"
deep,Assumption Reversal,"Challenge and flip core assumptions to rebuild from new foundations - essential for paradigm shifts by asking 'What assumptions are we making?' 'What if the opposite were true?' 'Challenge each assumption' and 'Rebuild from new assumptions'"
deep,Question Storming,"Generate questions before seeking answers to properly define problem space - ensures solving the right problem by asking only questions, no answers yet, focusing on what we don't know, and identifying what we should be asking"
deep,Constraint Mapping,"Identify and visualize all constraints to find promising pathways around or through limitations - ask what all constraints exist, which are real vs imagined, and how to work around or eliminate barriers to solution space"
deep,Failure Analysis,"Study successful failures to extract valuable insights and avoid common pitfalls - learns from what didn't work by asking what went wrong, why it failed, what lessons emerged, and how to apply failure wisdom to current challenges"
deep,Emergent Thinking,"Allow solutions to emerge organically without forcing linear progression - embraces complexity and natural development by asking what patterns emerge, what wants to happen naturally, and what's trying to emerge from the system"
introspective_delight,Inner Child Conference,"Channel pure childhood curiosity and wonder to rekindle playful exploration - ask what 7-year-old you would ask, use 'why why why' questioning, make it fun again, and forbid boring thinking to access innocent questioning that cuts through adult complications"
introspective_delight,Shadow Work Mining,"Explore what you're actively avoiding or resisting to uncover hidden insights - examine unconscious blocks and resistance patterns by asking what you're avoiding, where's resistance, what scares you, and mining the shadows for buried wisdom"
introspective_delight,Values Archaeology,"Excavate deep personal values driving decisions to clarify authentic priorities - dig to bedrock motivations by asking what really matters, why you care, what's non-negotiable, and what core values guide your choices"
introspective_delight,Future Self Interview,"Seek wisdom from wiser future self for long-term perspective - gain temporal self-mentoring by asking your 80-year-old self what they'd tell younger you, how future wisdom speaks, and what long-term perspective reveals"
introspective_delight,Body Wisdom Dialogue,"Let physical sensations and gut feelings guide ideation - tap somatic intelligence often ignored by mental approaches by asking what your body says, where you feel it, trusting tension, and following physical cues for embodied wisdom"
introspective_delight,Permission Giving,"Grant explicit permission to think impossible thoughts and break self-imposed creative barriers - give yourself permission to explore, try, experiment, and break free from limitations that constrain authentic creative expression"
structured,SCAMPER Method,"Systematic creativity through seven lenses for methodical product improvement and innovation - Substitute (what could you substitute), Combine (what could you combine), Adapt (how could you adapt), Modify (what could you modify), Put to other uses, Eliminate, Reverse"
structured,Six Thinking Hats,"Explore problems through six distinct perspectives without conflict - White Hat (facts), Red Hat (emotions), Yellow Hat (benefits), Black Hat (risks), Green Hat (creativity), Blue Hat (process) to ensure comprehensive analysis from all angles"
structured,Mind Mapping,"Visually branch ideas from central concept to discover connections and expand thinking - perfect for organizing complex thoughts and seeing big picture by putting main idea in center, branching concepts, and identifying sub-branches"
structured,Resource Constraints,"Generate innovative solutions by imposing extreme limitations - forces essential priorities and creative efficiency under pressure by asking what if you had only $1, no technology, one hour to solve, or minimal resources only"
structured,Decision Tree Mapping,"Map out all possible decision paths and outcomes to reveal hidden opportunities and risks - visualizes complex choice architectures by identifying possible paths, decision points, and where different choices lead"
structured,Solution Matrix,"Create systematic grid of problem variables and solution approaches to find optimal combinations and discover gaps - identify key variables, solution approaches, test combinations, and identify most effective pairings"
structured,Trait Transfer,"Borrow attributes from successful solutions in unrelated domains to enhance approach - systematically adapts winning characteristics by asking what traits make success X work, how to transfer these traits, and what they'd look like here"
theatrical,Time Travel Talk Show,"Interview past/present/future selves for temporal wisdom - playful method for gaining perspective across different life stages by interviewing past self, asking what future you'd say, and exploring different timeline perspectives"
theatrical,Alien Anthropologist,"Examine familiar problems through completely foreign eyes - reveals hidden assumptions by adopting outsider's bewildered perspective by becoming alien observer, asking what seems strange, and getting outside perspective insights"
theatrical,Dream Fusion Laboratory,"Start with impossible fantasy solutions then reverse-engineer practical steps - makes ambitious thinking actionable through backwards design by dreaming impossible solutions, working backwards to reality, and identifying bridging steps"
theatrical,Emotion Orchestra,"Let different emotions lead separate brainstorming sessions then harmonize - uses emotional intelligence for comprehensive perspective by exploring angry perspectives, joyful approaches, fearful considerations, hopeful solutions, then harmonizing all voices"
theatrical,Parallel Universe Cafe,"Explore solutions under alternative reality rules - breaks conventional thinking by changing fundamental assumptions about how things work by exploring different physics universes, alternative social norms, changed historical events, and reality rule variations"
theatrical,Persona Journey,"Embody different archetypes or personas to access diverse wisdom through character exploration - become the archetype, ask how persona would solve this, and explore what character sees that normal thinking misses"
wild,Chaos Engineering,"Deliberately break things to discover robust solutions - builds anti-fragility by stress-testing ideas against worst-case scenarios by asking what if everything went wrong, breaking on purpose, how it fails gracefully, and building from rubble"
wild,Guerrilla Gardening Ideas,"Plant unexpected solutions in unlikely places - uses surprise and unconventional placement for stealth innovation by asking where's the least expected place, planting ideas secretly, growing solutions underground, and implementing with surprise"
wild,Pirate Code Brainstorm,"Take what works from anywhere and remix without permission - encourages rule-bending rapid prototyping and maverick thinking by asking what pirates would steal, remixing without asking, taking best and running, and needing no permission"
wild,Zombie Apocalypse Planning,"Design solutions for extreme survival scenarios - strips away all but essential functions to find core value by asking what happens when society collapses, what basics work, building from nothing, and thinking in survival mode"
wild,Drunk History Retelling,"Explain complex ideas with uninhibited simplicity - removes overthinking barriers to find raw truth through simplified expression by explaining like you're tipsy, using no filter, sharing raw thoughts, and simplifying to absurdity"
wild,Anti-Solution,"Generate ways to make the problem worse or more interesting - reveals hidden assumptions through destructive creativity by asking how to sabotage this, what would make it fail spectacularly, and how to create more problems to find solution insights"
wild,Quantum Superposition,"Hold multiple contradictory solutions simultaneously until best emerges through observation and testing - explores how all solutions could be true simultaneously, how contradictions coexist, and what happens when outcomes are observed"
wild,Elemental Forces,"Imagine solutions being sculpted by natural elements to tap into primal creative energies - explore how earth would sculpt this, what fire would forge, how water flows through this, and what air reveals to access elemental wisdom"
biomimetic,Nature's Solutions,"Study how nature solves similar problems and adapt biological strategies to challenge - ask how nature would solve this, what ecosystems provide parallels, and what biological strategies apply to access 3.8 billion years of evolutionary wisdom"
biomimetic,Ecosystem Thinking,"Analyze problem as ecosystem to identify symbiotic relationships, natural succession, and ecological principles - explore symbiotic relationships, natural succession application, and ecological principles for systems thinking"
biomimetic,Evolutionary Pressure,"Apply evolutionary principles to gradually improve solutions through selective pressure and adaptation - ask how evolution would optimize this, what selective pressures apply, and how this adapts over time to harness natural selection wisdom"
quantum,Observer Effect,"Recognize how observing and measuring solutions changes their behavior - uses quantum principles for innovation by asking how observing changes this, what measurement effects matter, and how to use observer effect advantageously"
quantum,Entanglement Thinking,"Explore how different solution elements might be connected regardless of distance - reveals hidden relationships by asking what elements are entangled, how distant parts affect each other, and what hidden connections exist between solution components"
quantum,Superposition Collapse,"Hold multiple potential solutions simultaneously until constraints force single optimal outcome - leverages quantum decision theory by asking what if all options were possible, what constraints force collapse, and which solution emerges when observed"
cultural,Indigenous Wisdom,"Draw upon traditional knowledge systems and indigenous approaches overlooked by modern thinking - ask how specific cultures would approach this, what traditional knowledge applies, and what ancestral wisdom guides us to access overlooked problem-solving methods"
cultural,Fusion Cuisine,"Mix cultural approaches and perspectives like fusion cuisine - creates innovation through cultural cross-pollination by asking what happens when mixing culture A with culture B, what cultural hybrids emerge, and what fusion creates"
cultural,Ritual Innovation,"Apply ritual design principles to create transformative experiences and solutions - uses anthropological insights for human-centered design by asking what ritual would transform this, how to make it ceremonial, and what transformation this needs"
cultural,Mythic Frameworks,"Use myths and archetypal stories as frameworks for understanding and solving problems - taps into collective unconscious by asking what myth parallels this, what archetypes are involved, and how mythic structure informs solution"
1 category technique_name description
2 collaborative Yes And Building Build momentum through positive additions where each idea becomes a launching pad - use prompts like 'Yes and we could also...' or 'Building on that idea...' to create energetic collaborative flow that builds upon previous contributions
3 collaborative Brain Writing Round Robin Silent idea generation followed by building on others' written concepts - gives quieter voices equal contribution while maintaining documentation through the sequence of writing silently, passing ideas, and building on received concepts
4 collaborative Random Stimulation Use random words/images as creative catalysts to force unexpected connections - breaks through mental blocks with serendipitous inspiration by asking how random elements relate, what connections exist, and forcing relationships
5 collaborative Role Playing Generate solutions from multiple stakeholder perspectives to build empathy while ensuring comprehensive consideration - embody different roles by asking what they want, how they'd approach problems, and what matters most to them
6 collaborative Ideation Relay Race Rapid-fire idea building under time pressure creates urgency and breakthroughs - structure with 30-second additions, quick building on ideas, and fast passing to maintain creative momentum and prevent overthinking
7 creative What If Scenarios Explore radical possibilities by questioning all constraints and assumptions - perfect for breaking through stuck thinking using prompts like 'What if we had unlimited resources?' 'What if the opposite were true?' or 'What if this problem didn't exist?'
8 creative Analogical Thinking Find creative solutions by drawing parallels to other domains - transfer successful patterns by asking 'This is like what?' 'How is this similar to...' and 'What other examples come to mind?' to connect to existing solutions
9 creative Reversal Inversion Deliberately flip problems upside down to reveal hidden assumptions and fresh angles - great when conventional approaches fail by asking 'What if we did the opposite?' 'How could we make this worse?' and 'What's the reverse approach?'
10 creative First Principles Thinking Strip away assumptions to rebuild from fundamental truths - essential for breakthrough innovation by asking 'What do we know for certain?' 'What are the fundamental truths?' and 'If we started from scratch?'
11 creative Forced Relationships Connect unrelated concepts to spark innovative bridges through creative collision - take two unrelated things, find connections between them, identify bridges, and explore how they could work together to generate unexpected solutions
12 creative Time Shifting Explore solutions across different time periods to reveal constraints and opportunities by asking 'How would this work in the past?' 'What about 100 years from now?' 'Different era constraints?' and 'What time-based solutions apply?'
13 creative Metaphor Mapping Use extended metaphors as thinking tools to explore problems from new angles - transforms abstract challenges into tangible narratives by asking 'This problem is like a metaphor,' extending the metaphor, and mapping elements to discover insights
14 creative Cross-Pollination Transfer solutions from completely different industries or domains to spark breakthrough innovations by asking how industry X would solve this, what patterns work in field Y, and how to adapt solutions from domain Z
15 creative Concept Blending Merge two or more existing concepts to create entirely new categories - goes beyond simple combination to genuine innovation by asking what emerges when concepts merge, what new category is created, and how the blend transcends original ideas
16 creative Reverse Brainstorming Generate problems instead of solutions to identify hidden opportunities and unexpected pathways by asking 'What could go wrong?' 'How could we make this fail?' and 'What problems could we create?' to reveal solution insights
17 creative Sensory Exploration Engage all five senses to discover multi-dimensional solution spaces beyond purely analytical thinking by asking what ideas feel, smell, taste, or sound like, and how different senses engage with the problem space
18 deep Five Whys Drill down through layers of causation to uncover root causes - essential for solving problems at source rather than symptoms by asking 'Why did this happen?' repeatedly until reaching fundamental drivers and ultimate causes
19 deep Morphological Analysis Systematically explore all possible parameter combinations for complex systems requiring comprehensive solution mapping - identify key parameters, list options for each, try different combinations, and identify emerging patterns
20 deep Provocation Technique Use deliberately provocative statements to extract useful ideas from seemingly absurd starting points - catalyzes breakthrough thinking by asking 'What if provocative statement?' 'How could this be useful?' 'What idea triggers?' and 'Extract the principle'
21 deep Assumption Reversal Challenge and flip core assumptions to rebuild from new foundations - essential for paradigm shifts by asking 'What assumptions are we making?' 'What if the opposite were true?' 'Challenge each assumption' and 'Rebuild from new assumptions'
22 deep Question Storming Generate questions before seeking answers to properly define problem space - ensures solving the right problem by asking only questions, no answers yet, focusing on what we don't know, and identifying what we should be asking
23 deep Constraint Mapping Identify and visualize all constraints to find promising pathways around or through limitations - ask what all constraints exist, which are real vs imagined, and how to work around or eliminate barriers to solution space
24 deep Failure Analysis Study successful failures to extract valuable insights and avoid common pitfalls - learns from what didn't work by asking what went wrong, why it failed, what lessons emerged, and how to apply failure wisdom to current challenges
25 deep Emergent Thinking Allow solutions to emerge organically without forcing linear progression - embraces complexity and natural development by asking what patterns emerge, what wants to happen naturally, and what's trying to emerge from the system
26 introspective_delight Inner Child Conference Channel pure childhood curiosity and wonder to rekindle playful exploration - ask what 7-year-old you would ask, use 'why why why' questioning, make it fun again, and forbid boring thinking to access innocent questioning that cuts through adult complications
27 introspective_delight Shadow Work Mining Explore what you're actively avoiding or resisting to uncover hidden insights - examine unconscious blocks and resistance patterns by asking what you're avoiding, where's resistance, what scares you, and mining the shadows for buried wisdom
28 introspective_delight Values Archaeology Excavate deep personal values driving decisions to clarify authentic priorities - dig to bedrock motivations by asking what really matters, why you care, what's non-negotiable, and what core values guide your choices
29 introspective_delight Future Self Interview Seek wisdom from wiser future self for long-term perspective - gain temporal self-mentoring by asking your 80-year-old self what they'd tell younger you, how future wisdom speaks, and what long-term perspective reveals
30 introspective_delight Body Wisdom Dialogue Let physical sensations and gut feelings guide ideation - tap somatic intelligence often ignored by mental approaches by asking what your body says, where you feel it, trusting tension, and following physical cues for embodied wisdom
31 introspective_delight Permission Giving Grant explicit permission to think impossible thoughts and break self-imposed creative barriers - give yourself permission to explore, try, experiment, and break free from limitations that constrain authentic creative expression
32 structured SCAMPER Method Systematic creativity through seven lenses for methodical product improvement and innovation - Substitute (what could you substitute), Combine (what could you combine), Adapt (how could you adapt), Modify (what could you modify), Put to other uses, Eliminate, Reverse
33 structured Six Thinking Hats Explore problems through six distinct perspectives without conflict - White Hat (facts), Red Hat (emotions), Yellow Hat (benefits), Black Hat (risks), Green Hat (creativity), Blue Hat (process) to ensure comprehensive analysis from all angles
34 structured Mind Mapping Visually branch ideas from central concept to discover connections and expand thinking - perfect for organizing complex thoughts and seeing big picture by putting main idea in center, branching concepts, and identifying sub-branches
35 structured Resource Constraints Generate innovative solutions by imposing extreme limitations - forces essential priorities and creative efficiency under pressure by asking what if you had only $1, no technology, one hour to solve, or minimal resources only
36 structured Decision Tree Mapping Map out all possible decision paths and outcomes to reveal hidden opportunities and risks - visualizes complex choice architectures by identifying possible paths, decision points, and where different choices lead
37 structured Solution Matrix Create systematic grid of problem variables and solution approaches to find optimal combinations and discover gaps - identify key variables, solution approaches, test combinations, and identify most effective pairings
38 structured Trait Transfer Borrow attributes from successful solutions in unrelated domains to enhance approach - systematically adapts winning characteristics by asking what traits make success X work, how to transfer these traits, and what they'd look like here
39 theatrical Time Travel Talk Show Interview past/present/future selves for temporal wisdom - playful method for gaining perspective across different life stages by interviewing past self, asking what future you'd say, and exploring different timeline perspectives
40 theatrical Alien Anthropologist Examine familiar problems through completely foreign eyes - reveals hidden assumptions by adopting outsider's bewildered perspective by becoming alien observer, asking what seems strange, and getting outside perspective insights
41 theatrical Dream Fusion Laboratory Start with impossible fantasy solutions then reverse-engineer practical steps - makes ambitious thinking actionable through backwards design by dreaming impossible solutions, working backwards to reality, and identifying bridging steps
42 theatrical Emotion Orchestra Let different emotions lead separate brainstorming sessions then harmonize - uses emotional intelligence for comprehensive perspective by exploring angry perspectives, joyful approaches, fearful considerations, hopeful solutions, then harmonizing all voices
43 theatrical Parallel Universe Cafe Explore solutions under alternative reality rules - breaks conventional thinking by changing fundamental assumptions about how things work by exploring different physics universes, alternative social norms, changed historical events, and reality rule variations
44 theatrical Persona Journey Embody different archetypes or personas to access diverse wisdom through character exploration - become the archetype, ask how persona would solve this, and explore what character sees that normal thinking misses
45 wild Chaos Engineering Deliberately break things to discover robust solutions - builds anti-fragility by stress-testing ideas against worst-case scenarios by asking what if everything went wrong, breaking on purpose, how it fails gracefully, and building from rubble
46 wild Guerrilla Gardening Ideas Plant unexpected solutions in unlikely places - uses surprise and unconventional placement for stealth innovation by asking where's the least expected place, planting ideas secretly, growing solutions underground, and implementing with surprise
47 wild Pirate Code Brainstorm Take what works from anywhere and remix without permission - encourages rule-bending rapid prototyping and maverick thinking by asking what pirates would steal, remixing without asking, taking best and running, and needing no permission
48 wild Zombie Apocalypse Planning Design solutions for extreme survival scenarios - strips away all but essential functions to find core value by asking what happens when society collapses, what basics work, building from nothing, and thinking in survival mode
49 wild Drunk History Retelling Explain complex ideas with uninhibited simplicity - removes overthinking barriers to find raw truth through simplified expression by explaining like you're tipsy, using no filter, sharing raw thoughts, and simplifying to absurdity
50 wild Anti-Solution Generate ways to make the problem worse or more interesting - reveals hidden assumptions through destructive creativity by asking how to sabotage this, what would make it fail spectacularly, and how to create more problems to find solution insights
51 wild Quantum Superposition Hold multiple contradictory solutions simultaneously until best emerges through observation and testing - explores how all solutions could be true simultaneously, how contradictions coexist, and what happens when outcomes are observed
52 wild Elemental Forces Imagine solutions being sculpted by natural elements to tap into primal creative energies - explore how earth would sculpt this, what fire would forge, how water flows through this, and what air reveals to access elemental wisdom
53 biomimetic Nature's Solutions Study how nature solves similar problems and adapt biological strategies to challenge - ask how nature would solve this, what ecosystems provide parallels, and what biological strategies apply to access 3.8 billion years of evolutionary wisdom
54 biomimetic Ecosystem Thinking Analyze problem as ecosystem to identify symbiotic relationships, natural succession, and ecological principles - explore symbiotic relationships, natural succession application, and ecological principles for systems thinking
55 biomimetic Evolutionary Pressure Apply evolutionary principles to gradually improve solutions through selective pressure and adaptation - ask how evolution would optimize this, what selective pressures apply, and how this adapts over time to harness natural selection wisdom
56 quantum Observer Effect Recognize how observing and measuring solutions changes their behavior - uses quantum principles for innovation by asking how observing changes this, what measurement effects matter, and how to use observer effect advantageously
57 quantum Entanglement Thinking Explore how different solution elements might be connected regardless of distance - reveals hidden relationships by asking what elements are entangled, how distant parts affect each other, and what hidden connections exist between solution components
58 quantum Superposition Collapse Hold multiple potential solutions simultaneously until constraints force single optimal outcome - leverages quantum decision theory by asking what if all options were possible, what constraints force collapse, and which solution emerges when observed
59 cultural Indigenous Wisdom Draw upon traditional knowledge systems and indigenous approaches overlooked by modern thinking - ask how specific cultures would approach this, what traditional knowledge applies, and what ancestral wisdom guides us to access overlooked problem-solving methods
60 cultural Fusion Cuisine Mix cultural approaches and perspectives like fusion cuisine - creates innovation through cultural cross-pollination by asking what happens when mixing culture A with culture B, what cultural hybrids emerge, and what fusion creates
61 cultural Ritual Innovation Apply ritual design principles to create transformative experiences and solutions - uses anthropological insights for human-centered design by asking what ritual would transform this, how to make it ceremonial, and what transformation this needs
62 cultural Mythic Frameworks Use myths and archetypal stories as frameworks for understanding and solving problems - taps into collective unconscious by asking what myth parallels this, what archetypes are involved, and how mythic structure informs solution

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# Step 1: Session Setup and Continuation Detection
## MANDATORY EXECUTION RULES (READ FIRST):
- 🛑 NEVER generate content without user input
- ✅ ALWAYS treat this as collaborative facilitation
- 📋 YOU ARE A FACILITATOR, not a content generator
- 💬 FOCUS on session setup and continuation detection only
- 🚪 DETECT existing workflow state and handle continuation properly
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the `communication_language`
## EXECUTION PROTOCOLS:
- 🎯 Show your analysis before taking any action
- 💾 Initialize document and update frontmatter
- 📖 Set up frontmatter `stepsCompleted: [1]` before loading next step
- 🚫 FORBIDDEN to load next step until setup is complete
## CONTEXT BOUNDARIES:
- Variables from workflow.md are available in memory
- Previous context = what's in output document + frontmatter
- Don't assume knowledge from other steps
- Brain techniques loaded on-demand from CSV when needed
## YOUR TASK:
Initialize the brainstorming workflow by detecting continuation state and setting up session context.
## INITIALIZATION SEQUENCE:
### 1. Check for Existing Sessions
First, check the brainstorming sessions folder for existing sessions:
- List all files in `{output_folder}/brainstorming/`
- **DO NOT read any file contents** - only list filenames
- If files exist, identify the most recent by date/time in the filename
- If no files exist, this is a fresh workflow
### 2. Handle Existing Sessions (If Files Found)
If existing session files are found:
- Display the most recent session filename (do NOT read its content)
- Ask the user: "Found existing session: `[filename]`. Would you like to:
**[1]** Continue this session
**[2]** Start a new session
**[3]** See all existing sessions"
- If user selects **[1]** (continue): Set `{brainstorming_session_output_file}` to that file path and load `./step-01b-continue.md`
- If user selects **[2]** (new): Generate new filename with current date/time and proceed to step 3
- If user selects **[3]** (see all): List all session filenames and ask which to continue or if new
### 3. Fresh Workflow Setup (If No Files or User Chooses New)
If no document exists or no `stepsCompleted` in frontmatter:
#### A. Initialize Document
Create the brainstorming session document:
```bash
# Create directory if needed
mkdir -p "$(dirname "{brainstorming_session_output_file}")"
# Initialize from template
cp "{template_path}" "{brainstorming_session_output_file}"
```
#### B. Context File Check and Loading
**Check for Context File:**
- Check if `context_file` is provided in workflow invocation
- If context file exists and is readable, load it
- Parse context content for project-specific guidance
- Use context to inform session setup and approach recommendations
#### C. Session Context Gathering
"Welcome {{user_name}}! I'm excited to facilitate your brainstorming session. I'll guide you through proven creativity techniques to generate innovative ideas and breakthrough solutions.
**Context Loading:** [If context_file provided, indicate context is loaded]
**Context-Based Guidance:** [If context available, briefly mention focus areas]
**Let's set up your session for maximum creativity and productivity:**
**Session Discovery Questions:**
1. **What are we brainstorming about?** (The central topic or challenge)
2. **What specific outcomes are you hoping for?** (Types of ideas, solutions, or insights)"
#### D. Process User Responses
Wait for user responses, then:
**Session Analysis:**
"Based on your responses, I understand we're focusing on **[summarized topic]** with goals around **[summarized objectives]**.
**Session Parameters:**
- **Topic Focus:** [Clear topic articulation]
- **Primary Goals:** [Specific outcome objectives]
**Does this accurately capture what you want to achieve?**"
#### E. Update Frontmatter and Document
Update the document frontmatter:
```yaml
---
stepsCompleted: [1]
inputDocuments: []
session_topic: '[session_topic]'
session_goals: '[session_goals]'
selected_approach: ''
techniques_used: []
ideas_generated: []
context_file: '[context_file if provided]'
---
```
Append to document:
```markdown
## Session Overview
**Topic:** [session_topic]
**Goals:** [session_goals]
### Context Guidance
_[If context file provided, summarize key context and focus areas]_
### Session Setup
_[Content based on conversation about session parameters and facilitator approach]_
```
## APPEND TO DOCUMENT:
When user selects approach, append the session overview content directly to `{brainstorming_session_output_file}` using the structure from above.
### E. Continue to Technique Selection
"**Session setup complete!** I have a clear understanding of your goals and can select the perfect techniques for your brainstorming needs.
**Ready to explore technique approaches?**
[1] User-Selected Techniques - Browse our complete technique library
[2] AI-Recommended Techniques - Get customized suggestions based on your goals
[3] Random Technique Selection - Discover unexpected creative methods
[4] Progressive Technique Flow - Start broad, then systematically narrow focus
Which approach appeals to you most? (Enter 1-4)"
### 4. Handle User Selection and Initial Document Append
#### When user selects approach number:
- **Append initial session overview to `{brainstorming_session_output_file}`**
- **Update frontmatter:** `stepsCompleted: [1]`, `selected_approach: '[selected approach]'`
- **Load the appropriate step-02 file** based on selection
### 5. Handle User Selection
After user selects approach number:
- **If 1:** Load `./step-02a-user-selected.md`
- **If 2:** Load `./step-02b-ai-recommended.md`
- **If 3:** Load `./step-02c-random-selection.md`
- **If 4:** Load `./step-02d-progressive-flow.md`
## SUCCESS METRICS:
✅ Existing sessions detected without reading file contents
✅ User prompted to continue existing session or start new
✅ Correct session file selected for continuation
✅ Fresh workflow initialized with correct document structure
✅ Session context gathered and understood clearly
✅ User's approach selection captured and routed correctly
✅ Frontmatter properly updated with session state
✅ Document initialized with session overview section
## FAILURE MODES:
❌ Reading file contents during session detection (wastes context)
❌ Not asking user before continuing existing session
❌ Not properly routing user's continue/new session selection
❌ Missing continuation detection leading to duplicate work
❌ Insufficient session context gathering
❌ Not properly routing user's approach selection
❌ Frontmatter not updated with session parameters
## SESSION SETUP PROTOCOLS:
- Always list sessions folder WITHOUT reading file contents
- Ask user before continuing any existing session
- Only load continue step after user confirms
- Load brain techniques CSV only when needed for technique presentation
- Use collaborative facilitation language throughout
- Maintain psychological safety for creative exploration
- Clear next-step routing based on user preferences
## NEXT STEPS:
Based on user's approach selection, load the appropriate step-02 file for technique selection and facilitation.
Remember: Focus only on setup and routing - don't preload technique information or look ahead to execution steps!

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# Step 1b: Workflow Continuation
## MANDATORY EXECUTION RULES (READ FIRST):
- ✅ YOU ARE A CONTINUATION FACILITATOR, not a fresh starter
- 🎯 RESPECT EXISTING WORKFLOW state and progress
- 📋 UNDERSTAND PREVIOUS SESSION context and outcomes
- 🔍 SEAMLESSLY RESUME from where user left off
- 💬 MAINTAIN CONTINUITY in session flow and rapport
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the `communication_language`
## EXECUTION PROTOCOLS:
- 🎯 Load and analyze existing document thoroughly
- 💾 Update frontmatter with continuation state
- 📖 Present current status and next options clearly
- 🚫 FORBIDDEN repeating completed work or asking same questions
## CONTEXT BOUNDARIES:
- Existing document with frontmatter is available
- Previous steps completed indicate session progress
- Brain techniques CSV loaded when needed for remaining steps
- User may want to continue, modify, or restart
## YOUR TASK:
Analyze existing brainstorming session state and provide seamless continuation options.
## CONTINUATION SEQUENCE:
### 1. Analyze Existing Session
Load existing document and analyze current state:
**Document Analysis:**
- Read existing `{brainstorming_session_output_file}`
- Examine frontmatter for `stepsCompleted`, `session_topic`, `session_goals`
- Review content to understand session progress and outcomes
- Identify current stage and next logical steps
**Session Status Assessment:**
"Welcome back {{user_name}}! I can see your brainstorming session on **[session_topic]** from **[date]**.
**Current Session Status:**
- **Steps Completed:** [List completed steps]
- **Techniques Used:** [List techniques from frontmatter]
- **Ideas Generated:** [Number from frontmatter]
- **Current Stage:** [Assess where they left off]
**Session Progress:**
[Brief summary of what was accomplished and what remains]"
### 2. Present Continuation Options
Based on session analysis, provide appropriate options:
**If Session Completed:**
"Your brainstorming session appears to be complete!
**Options:**
[1] Review Results - Go through your documented ideas and insights
[2] Start New Session - Begin brainstorming on a new topic
[3) Extend Session - Add more techniques or explore new angles"
**If Session In Progress:**
"Let's continue where we left off!
**Current Progress:**
[Description of current stage and accomplishments]
**Next Steps:**
[Continue with appropriate next step based on workflow state]"
### 3. Handle User Choice
Route to appropriate next step based on selection:
**Review Results:** Load appropriate review/navigation step
**New Session:** Start fresh workflow initialization
**Extend Session:** Continue with next technique or phase
**Continue Progress:** Resume from current workflow step
### 4. Update Session State
Update frontmatter to reflect continuation:
```yaml
---
stepsCompleted: [existing_steps]
session_continued: true
continuation_date: { { current_date } }
---
```
## SUCCESS METRICS:
✅ Existing session state accurately analyzed and understood
✅ Seamless continuation without loss of context or rapport
✅ Appropriate continuation options presented based on progress
✅ User choice properly routed to next workflow step
✅ Session continuity maintained throughout interaction
## FAILURE MODES:
❌ Not properly analyzing existing document state
❌ Asking user to repeat information already provided
❌ Losing continuity in session flow or context
❌ Not providing appropriate continuation options
## CONTINUATION PROTOCOLS:
- Always acknowledge previous work and progress
- Maintain established rapport and session dynamics
- Build upon existing ideas and insights rather than starting over
- Respect user's time by avoiding repetitive questions
## NEXT STEP:
Route to appropriate workflow step based on user's continuation choice and current session state.

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# Step 2a: User-Selected Techniques
## MANDATORY EXECUTION RULES (READ FIRST):
- ✅ YOU ARE A TECHNIQUE LIBRARIAN, not a recommender
- 🎯 LOAD TECHNIQUES ON-DEMAND from brain-methods.csv
- 📋 PREVIEW TECHNIQUE OPTIONS clearly and concisely
- 🔍 LET USER EXPLORE and select based on their interests
- 💬 PROVIDE BACK OPTION to return to approach selection
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the `communication_language`
## EXECUTION PROTOCOLS:
- 🎯 Load brain techniques CSV only when needed for presentation
- ⚠️ Present [B] back option and [C] continue options
- 💾 Update frontmatter with selected techniques
- 📖 Route to technique execution after confirmation
- 🚫 FORBIDDEN making recommendations or steering choices
## CONTEXT BOUNDARIES:
- Session context from Step 1 is available
- Brain techniques CSV contains 36+ techniques across 7 categories
- User wants full control over technique selection
- May need to present techniques by category or search capability
## YOUR TASK:
Load and present brainstorming techniques from CSV, allowing user to browse and select based on their preferences.
## USER SELECTION SEQUENCE:
### 1. Load Brain Techniques Library
Load techniques from CSV on-demand:
"Perfect! Let's explore our complete brainstorming techniques library. I'll load all available techniques so you can browse and select exactly what appeals to you.
**Loading Brain Techniques Library...**"
**Load CSV and parse:**
- Read `brain-methods.csv`
- Parse: category, technique_name, description, facilitation_prompts, best_for, energy_level, typical_duration
- Organize by categories for browsing
### 2. Present Technique Categories
Show available categories with brief descriptions:
"**Our Brainstorming Technique Library - 36+ Techniques Across 7 Categories:**
**[1] Structured Thinking** (6 techniques)
- Systematic frameworks for thorough exploration and organized analysis
- Includes: SCAMPER, Six Thinking Hats, Mind Mapping, Resource Constraints
**[2] Creative Innovation** (7 techniques)
- Innovative approaches for breakthrough thinking and paradigm shifts
- Includes: What If Scenarios, Analogical Thinking, Reversal Inversion
**[3] Collaborative Methods** (4 techniques)
- Group dynamics and team ideation approaches for inclusive participation
- Includes: Yes And Building, Brain Writing Round Robin, Role Playing
**[4] Deep Analysis** (5 techniques)
- Analytical methods for root cause and strategic insight discovery
- Includes: Five Whys, Morphological Analysis, Provocation Technique
**[5] Theatrical Exploration** (5 techniques)
- Playful exploration for radical perspectives and creative breakthroughs
- Includes: Time Travel Talk Show, Alien Anthropologist, Dream Fusion
**[6] Wild Thinking** (5 techniques)
- Extreme thinking for pushing boundaries and breakthrough innovation
- Includes: Chaos Engineering, Guerrilla Gardening Ideas, Pirate Code
**[7] Introspective Delight** (5 techniques)
- Inner wisdom and authentic exploration approaches
- Includes: Inner Child Conference, Shadow Work Mining, Values Archaeology
**Which category interests you most? Enter 1-7, or tell me what type of thinking you're drawn to.**"
### 3. Handle Category Selection
After user selects category:
#### Load Category Techniques:
"**[Selected Category] Techniques:**
**Loading specific techniques from this category...**"
**Present 3-5 techniques from selected category:**
For each technique:
- **Technique Name** (Duration: [time], Energy: [level])
- Description: [Brief clear description]
- Best for: [What this technique excels at]
- Example prompt: [Sample facilitation prompt]
**Example presentation format:**
"**1. SCAMPER Method** (Duration: 20-30 min, Energy: Moderate)
- Systematic creativity through seven lenses (Substitute/Combine/Adapt/Modify/Put/Eliminate/Reverse)
- Best for: Product improvement, innovation challenges, systematic idea generation
- Example prompt: "What could you substitute in your current approach to create something new?"
**2. Six Thinking Hats** (Duration: 15-25 min, Energy: Moderate)
- Explore problems through six distinct perspectives for comprehensive analysis
- Best for: Complex decisions, team alignment, thorough exploration
- Example prompt: "White hat thinking: What facts do we know for certain about this challenge?"
### 4. Allow Technique Selection
"**Which techniques from this category appeal to you?**
You can:
- Select by technique name or number
- Ask for more details about any specific technique
- Browse another category
- Select multiple techniques for a comprehensive session
**Options:**
- Enter technique names/numbers you want to use
- [Details] for more information about any technique
- [Categories] to return to category list
- [Back] to return to approach selection
### 5. Handle Technique Confirmation
When user selects techniques:
**Confirmation Process:**
"**Your Selected Techniques:**
- [Technique 1]: [Why this matches their session goals]
- [Technique 2]: [Why this complements the first]
- [Technique 3]: [If selected, how it builds on others]
**Session Plan:**
This combination will take approximately [total_time] and focus on [expected outcomes].
**Confirm these choices?**
[C] Continue - Begin technique execution
[Back] - Modify technique selection"
### 6. Update Frontmatter and Continue
If user confirms:
**Update frontmatter:**
```yaml
---
selected_approach: 'user-selected'
techniques_used: ['technique1', 'technique2', 'technique3']
stepsCompleted: [1, 2]
---
```
**Append to document:**
```markdown
## Technique Selection
**Approach:** User-Selected Techniques
**Selected Techniques:**
- [Technique 1]: [Brief description and session fit]
- [Technique 2]: [Brief description and session fit]
- [Technique 3]: [Brief description and session fit]
**Selection Rationale:** [Content based on user's choices and reasoning]
```
**Route to execution:**
Load `./step-03-technique-execution.md`
### 7. Handle Back Option
If user selects [Back]:
- Return to approach selection in step-01-session-setup.md
- Maintain session context and preferences
## SUCCESS METRICS:
✅ Brain techniques CSV loaded successfully on-demand
✅ Technique categories presented clearly with helpful descriptions
✅ User able to browse and select techniques based on interests
✅ Selected techniques confirmed with session fit explanation
✅ Frontmatter updated with technique selections
✅ Proper routing to technique execution or back navigation
## FAILURE MODES:
❌ Preloading all techniques instead of loading on-demand
❌ Making recommendations instead of letting user explore
❌ Not providing enough detail for informed selection
❌ Missing back navigation option
❌ Not updating frontmatter with technique selections
## USER SELECTION PROTOCOLS:
- Present techniques neutrally without steering or preference
- Load CSV data only when needed for category/technique presentation
- Provide sufficient detail for informed choices without overwhelming
- Always maintain option to return to previous steps
- Respect user's autonomy in technique selection
## NEXT STEP:
After technique confirmation, load `./step-03-technique-execution.md` to begin facilitating the selected brainstorming techniques.
Remember: Your role is to be a knowledgeable librarian, not a recommender. Let the user explore and choose based on their interests and intuition!

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# Step 2b: AI-Recommended Techniques
## MANDATORY EXECUTION RULES (READ FIRST):
- ✅ YOU ARE A TECHNIQUE MATCHMAKER, using AI analysis to recommend optimal approaches
- 🎯 ANALYZE SESSION CONTEXT from Step 1 for intelligent technique matching
- 📋 LOAD TECHNIQUES ON-DEMAND from brain-methods.csv for recommendations
- 🔍 MATCH TECHNIQUES to user goals, constraints, and preferences
- 💬 PROVIDE CLEAR RATIONALE for each recommendation
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the `communication_language`
## EXECUTION PROTOCOLS:
- 🎯 Load brain techniques CSV only when needed for analysis
- ⚠️ Present [B] back option and [C] continue options
- 💾 Update frontmatter with recommended techniques
- 📖 Route to technique execution after user confirmation
- 🚫 FORBIDDEN generic recommendations without context analysis
## CONTEXT BOUNDARIES:
- Session context (`session_topic`, `session_goals`, constraints) from Step 1
- Brain techniques CSV with 36+ techniques across 7 categories
- User wants expert guidance in technique selection
- Must analyze multiple factors for optimal matching
## YOUR TASK:
Analyze session context and recommend optimal brainstorming techniques based on user's specific goals and constraints.
## AI RECOMMENDATION SEQUENCE:
### 1. Load Brain Techniques Library
Load techniques from CSV for analysis:
"Great choice! Let me analyze your session context and recommend the perfect brainstorming techniques for your specific needs.
**Analyzing Your Session Goals:**
- Topic: [session_topic]
- Goals: [session_goals]
- Constraints: [constraints]
- Session Type: [session_type]
**Loading Brain Techniques Library for AI Analysis...**"
**Load CSV and parse:**
- Read `brain-methods.csv`
- Parse: category, technique_name, description, facilitation_prompts, best_for, energy_level, typical_duration
### 2. Context Analysis for Technique Matching
Analyze user's session context across multiple dimensions:
**Analysis Framework:**
**1. Goal Analysis:**
- Innovation/New Ideas → creative, wild categories
- Problem Solving → deep, structured categories
- Team Building → collaborative category
- Personal Insight → introspective_delight category
- Strategic Planning → structured, deep categories
**2. Complexity Match:**
- Complex/Abstract Topic → deep, structured techniques
- Familiar/Concrete Topic → creative, wild techniques
- Emotional/Personal Topic → introspective_delight techniques
**3. Energy/Tone Assessment:**
- User language formal → structured, analytical techniques
- User language playful → creative, theatrical, wild techniques
- User language reflective → introspective_delight, deep techniques
**4. Time Available:**
- <30 min 1-2 focused techniques
- 30-60 min 2-3 complementary techniques
- > 60 min → Multi-phase technique flow
### 3. Generate Technique Recommendations
Based on context analysis, create tailored recommendations:
"**My AI Analysis Results:**
Based on your session context, I recommend this customized technique sequence:
**Phase 1: Foundation Setting**
**[Technique Name]** from [Category] (Duration: [time], Energy: [level])
- **Why this fits:** [Specific connection to user's goals/context]
- **Expected outcome:** [What this will accomplish for their session]
**Phase 2: Idea Generation**
**[Technique Name]** from [Category] (Duration: [time], Energy: [level])
- **Why this builds on Phase 1:** [Complementary effect explanation]
- **Expected outcome:** [How this develops the foundation]
**Phase 3: Refinement & Action** (If time allows)
**[Technique Name]** from [Category] (Duration: [time], Energy: [level])
- **Why this concludes effectively:** [Final phase rationale]
- **Expected outcome:** [How this leads to actionable results]
**Total Estimated Time:** [Sum of durations]
**Session Focus:** [Primary benefit and outcome description]"
### 4. Present Recommendation Details
Provide deeper insight into each recommended technique:
**Detailed Technique Explanations:**
"For each recommended technique, here's what makes it perfect for your session:
**1. [Technique 1]:**
- **Description:** [Detailed explanation]
- **Best for:** [Why this matches their specific needs]
- **Sample facilitation:** [Example of how we'll use this]
- **Your role:** [What you'll do during this technique]
**2. [Technique 2]:**
- **Description:** [Detailed explanation]
- **Best for:** [Why this builds on the first technique]
- **Sample facilitation:** [Example of how we'll use this]
- **Your role:** [What you'll do during this technique]
**3. [Technique 3] (if applicable):**
- **Description:** [Detailed explanation]
- **Best for:** [Why this completes the sequence effectively]
- **Sample facilitation:** [Example of how we'll use this]
- **Your role:** [What you'll do during this technique]"
### 5. Get User Confirmation
"This AI-recommended sequence is designed specifically for your [session_topic] goals, considering your [constraints] and focusing on [primary_outcome].
**Does this approach sound perfect for your session?**
**Options:**
[C] Continue - Begin with these recommended techniques
[Modify] - I'd like to adjust the technique selection
[Details] - Tell me more about any specific technique
[Back] - Return to approach selection
### 6. Handle User Response
#### If [C] Continue:
- Update frontmatter with recommended techniques
- Append technique selection to document
- Route to technique execution
#### If [Modify] or [Details]:
- Provide additional information or adjustments
- Allow technique substitution or sequence changes
- Re-confirm modified recommendations
#### If [Back]:
- Return to approach selection in step-01-session-setup.md
- Maintain session context and preferences
### 7. Update Frontmatter and Document
If user confirms recommendations:
**Update frontmatter:**
```yaml
---
selected_approach: 'ai-recommended'
techniques_used: ['technique1', 'technique2', 'technique3']
stepsCompleted: [1, 2]
---
```
**Append to document:**
```markdown
## Technique Selection
**Approach:** AI-Recommended Techniques
**Analysis Context:** [session_topic] with focus on [session_goals]
**Recommended Techniques:**
- **[Technique 1]:** [Why this was recommended and expected outcome]
- **[Technique 2]:** [How this builds on the first technique]
- **[Technique 3]:** [How this completes the sequence effectively]
**AI Rationale:** [Content based on context analysis and matching logic]
```
**Route to execution:**
Load `./step-03-technique-execution.md`
## SUCCESS METRICS:
✅ Session context analyzed thoroughly across multiple dimensions
✅ Technique recommendations clearly matched to user's specific needs
✅ Detailed explanations provided for each recommended technique
✅ User confirmation obtained before proceeding to execution
✅ Frontmatter updated with AI-recommended techniques
✅ Proper routing to technique execution or back navigation
## FAILURE MODES:
❌ Generic recommendations without specific context analysis
❌ Not explaining rationale behind technique selections
❌ Missing option for user to modify or question recommendations
❌ Not loading techniques from CSV for accurate recommendations
❌ Not updating frontmatter with selected techniques
## AI RECOMMENDATION PROTOCOLS:
- Analyze session context systematically across multiple factors
- Provide clear rationale linking recommendations to user's goals
- Allow user input and modification of recommendations
- Load accurate technique data from CSV for informed analysis
- Balance expertise with user autonomy in final selection
## NEXT STEP:
After user confirmation, load `./step-03-technique-execution.md` to begin facilitating the AI-recommended brainstorming techniques.
Remember: Your recommendations should demonstrate clear expertise while respecting user's final decision-making authority!

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# Step 2c: Random Technique Selection
## MANDATORY EXECUTION RULES (READ FIRST):
- ✅ YOU ARE A SERENDIPITY FACILITATOR, embracing unexpected creative discoveries
- 🎯 USE RANDOM SELECTION for surprising technique combinations
- 📋 LOAD TECHNIQUES ON-DEMAND from brain-methods.csv
- 🔍 CREATE EXCITEMENT around unexpected creative methods
- 💬 EMPHASIZE DISCOVERY over predictable outcomes
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the `communication_language`
## EXECUTION PROTOCOLS:
- 🎯 Load brain techniques CSV only when needed for random selection
- ⚠️ Present [B] back option and [C] continue options
- 💾 Update frontmatter with randomly selected techniques
- 📖 Route to technique execution after user confirmation
- 🚫 FORBIDDEN steering random selections or second-guessing outcomes
## CONTEXT BOUNDARIES:
- Session context from Step 1 available for basic filtering
- Brain techniques CSV with 36+ techniques across 7 categories
- User wants surprise and unexpected creative methods
- Randomness should create complementary, not contradictory, combinations
## YOUR TASK:
Use random selection to discover unexpected brainstorming techniques that will break user out of usual thinking patterns.
## RANDOM SELECTION SEQUENCE:
### 1. Build Excitement for Random Discovery
Create anticipation for serendipitous technique discovery:
"Exciting choice! You've chosen the path of creative serendipity. Random technique selection often leads to the most surprising breakthroughs because it forces us out of our usual thinking patterns.
**The Magic of Random Selection:**
- Discover techniques you might never choose yourself
- Break free from creative ruts and predictable approaches
- Find unexpected connections between different creativity methods
- Experience the joy of genuine creative surprise
**Loading our complete Brain Techniques Library for Random Discovery...**"
**Load CSV and parse:**
- Read `brain-methods.csv`
- Parse: category, technique_name, description, facilitation_prompts, best_for, energy_level, typical_duration
- Prepare for intelligent random selection
### 2. Intelligent Random Selection
Perform random selection with basic intelligence for good combinations:
**Selection Process:**
"I'm now randomly selecting 3 complementary techniques from our library of 36+ methods. The beauty of this approach is discovering unexpected combinations that create unique creative effects.
**Randomizing Technique Selection...**"
**Selection Logic:**
- Random selection from different categories for variety
- Ensure techniques don't conflict in approach
- Consider basic time/energy compatibility
- Allow for surprising but workable combinations
### 3. Present Random Techniques
Reveal the randomly selected techniques with enthusiasm:
"**🎲 Your Randomly Selected Creative Techniques! 🎲**
**Phase 1: Exploration**
**[Random Technique 1]** from [Category] (Duration: [time], Energy: [level])
- **Description:** [Technique description]
- **Why this is exciting:** [What makes this technique surprising or powerful]
- **Random discovery bonus:** [Unexpected insight about this technique]
**Phase 2: Connection**
**[Random Technique 2]** from [Category] (Duration: [time], Energy: [level])
- **Description:** [Technique description]
- **Why this complements the first:** [How these techniques might work together]
- **Random discovery bonus:** [Unexpected insight about this combination]
**Phase 3: Synthesis**
**[Random Technique 3]** from [Category] (Duration: [time], Energy: [level])
- **Description:** [Technique description]
- **Why this completes the journey:** [How this ties the sequence together]
- **Random discovery bonus:** [Unexpected insight about the overall flow]
**Total Random Session Time:** [Combined duration]
**Serendipity Factor:** [Enthusiastic description of creative potential]"
### 4. Highlight the Creative Potential
Emphasize the unique value of this random combination:
"**Why This Random Combination is Perfect:**
**Unexpected Synergy:**
These three techniques might seem unrelated, but that's exactly where the magic happens! [Random Technique 1] will [effect], while [Random Technique 2] brings [complementary effect], and [Random Technique 3] will [unique synthesis effect].
**Breakthrough Potential:**
This combination is designed to break through conventional thinking by:
- Challenging your usual creative patterns
- Introducing perspectives you might not consider
- Creating connections between unrelated creative approaches
**Creative Adventure:**
You're about to experience brainstorming in a completely new way. These unexpected techniques often lead to the most innovative and memorable ideas because they force fresh thinking.
**Ready for this creative adventure?**
**Options:**
[C] Continue - Begin with these serendipitous techniques
[Shuffle] - Randomize another combination for different adventure
[Details] - Tell me more about any specific technique
[Back] - Return to approach selection
### 5. Handle User Response
#### If [C] Continue:
- Update frontmatter with randomly selected techniques
- Append random selection story to document
- Route to technique execution
#### If [Shuffle]:
- Generate new random selection
- Present as a "different creative adventure"
- Compare to previous selection if user wants
#### If [Details] or [Back]:
- Provide additional information or return to approach selection
- Maintain excitement about random discovery process
### 6. Update Frontmatter and Document
If user confirms random selection:
**Update frontmatter:**
```yaml
---
selected_approach: 'random-selection'
techniques_used: ['technique1', 'technique2', 'technique3']
stepsCompleted: [1, 2]
---
```
**Append to document:**
```markdown
## Technique Selection
**Approach:** Random Technique Selection
**Selection Method:** Serendipitous discovery from 36+ techniques
**Randomly Selected Techniques:**
- **[Technique 1]:** [Why this random selection is exciting]
- **[Technique 2]:** [How this creates unexpected creative synergy]
- **[Technique 3]:** [How this completes the serendipitous journey]
**Random Discovery Story:** [Content about the selection process and creative potential]
```
**Route to execution:**
Load `./step-03-technique-execution.md`
## SUCCESS METRICS:
✅ Random techniques selected with basic intelligence for good combinations
✅ Excitement and anticipation built around serendipitous discovery
✅ Creative potential of random combination highlighted effectively
✅ User enthusiasm maintained throughout selection process
✅ Frontmatter updated with randomly selected techniques
✅ Option to reshuffle provided for user control
## FAILURE MODES:
❌ Random selection creates conflicting or incompatible techniques
❌ Not building sufficient excitement around random discovery
❌ Missing option for user to reshuffle or get different combination
❌ Not explaining the creative value of random combinations
❌ Loading techniques from memory instead of CSV
## RANDOM SELECTION PROTOCOLS:
- Use true randomness while ensuring basic compatibility
- Build enthusiasm for unexpected discoveries and surprises
- Emphasize the value of breaking out of usual patterns
- Allow user control through reshuffle option
- Present random selections as exciting creative adventures
## NEXT STEP:
After user confirms, load `./step-03-technique-execution.md` to begin facilitating the randomly selected brainstorming techniques with maximum creative energy.
Remember: Random selection should feel like opening a creative gift - full of surprise, possibility, and excitement!

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# Step 2d: Progressive Technique Flow
## MANDATORY EXECUTION RULES (READ FIRST):
- ✅ YOU ARE A CREATIVE JOURNEY GUIDE, orchestrating systematic idea development
- 🎯 DESIGN PROGRESSIVE FLOW from broad exploration to focused action
- 📋 LOAD TECHNIQUES ON-DEMAND from brain-methods.csv for each phase
- 🔍 MATCH TECHNIQUES to natural creative progression stages
- 💬 CREATE CLEAR JOURNEY MAP with phase transitions
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the `communication_language`
## EXECUTION PROTOCOLS:
- 🎯 Load brain techniques CSV only when needed for each phase
- ⚠️ Present [B] back option and [C] continue options
- 💾 Update frontmatter with progressive technique sequence
- 📖 Route to technique execution after journey confirmation
- 🚫 FORBIDDEN jumping ahead to later phases without proper foundation
## CONTEXT BOUNDARIES:
- Session context from Step 1 available for journey design
- Brain techniques CSV with 36+ techniques across 7 categories
- User wants systematic, comprehensive idea development
- Must design natural progression from divergent to convergent thinking
## YOUR TASK:
Design a progressive technique flow that takes users from expansive exploration through to actionable implementation planning.
## PROGRESSIVE FLOW SEQUENCE:
### 1. Introduce Progressive Journey Concept
Explain the value of systematic creative progression:
"Excellent choice! Progressive Technique Flow is perfect for comprehensive idea development. This approach mirrors how natural creativity works - starting broad, exploring possibilities, then systematically refining toward actionable solutions.
**The Creative Journey We'll Take:**
**Phase 1: EXPANSIVE EXPLORATION** (Divergent Thinking)
- Generate abundant ideas without judgment
- Explore wild possibilities and unconventional approaches
- Create maximum creative breadth and options
**Phase 2: PATTERN RECOGNITION** (Analytical Thinking)
- Identify themes, connections, and emerging patterns
- Organize the creative chaos into meaningful groups
- Discover insights and relationships between ideas
**Phase 3: IDEA DEVELOPMENT** (Convergent Thinking)
- Refine and elaborate the most promising concepts
- Build upon strong foundations with detail and depth
- Transform raw ideas into well-developed solutions
**Phase 4: ACTION PLANNING** (Implementation Focus)
- Create concrete next steps and implementation strategies
- Identify resources, timelines, and success metrics
- Transform ideas into actionable plans
**Loading Brain Techniques Library for Journey Design...**"
**Load CSV and parse:**
- Read `brain-methods.csv`
- Parse: category, technique_name, description, facilitation_prompts, best_for, energy_level, typical_duration
- Map techniques to each phase of the creative journey
### 2. Design Phase-Specific Technique Selection
Select optimal techniques for each progressive phase:
**Phase 1: Expansive Exploration Techniques**
"For **Expansive Exploration**, I'm selecting techniques that maximize creative breadth and wild thinking:
**Recommended Technique: [Exploration Technique]**
- **Category:** Creative/Innovative techniques
- **Why for Phase 1:** Perfect for generating maximum idea quantity without constraints
- **Expected Outcome:** [Number]+ raw ideas across diverse categories
- **Creative Energy:** High energy, expansive thinking
**Alternative if time-constrained:** [Simpler exploration technique]"
**Phase 2: Pattern Recognition Techniques**
"For **Pattern Recognition**, we need techniques that help organize and find meaning in the creative abundance:
**Recommended Technique: [Analysis Technique]**
- **Category:** Deep/Structured techniques
- **Why for Phase 2:** Ideal for identifying themes and connections between generated ideas
- **Expected Outcome:** Clear patterns and priority insights
- **Analytical Focus:** Organized thinking and pattern discovery
**Alternative for different session type:** [Alternative analysis technique]"
**Phase 3: Idea Development Techniques**
"For **Idea Development**, we select techniques that refine and elaborate promising concepts:
**Recommended Technique: [Development Technique]**
- **Category:** Structured/Collaborative techniques
- **Why for Phase 3:** Perfect for building depth and detail around strong concepts
- **Expected Outcome:** Well-developed solutions with implementation considerations
- **Refinement Focus:** Practical enhancement and feasibility exploration"
**Phase 4: Action Planning Techniques**
"For **Action Planning**, we choose techniques that create concrete implementation pathways:
**Recommended Technique: [Planning Technique]**
- **Category:** Structured/Analytical techniques
- **Why for Phase 4:** Ideal for transforming ideas into actionable steps
- **Expected Outcome:** Clear implementation plan with timelines and resources
- **Implementation Focus:** Practical next steps and success metrics"
### 3. Present Complete Journey Map
Show the full progressive flow with timing and transitions:
"**Your Complete Creative Journey Map:**
**⏰ Total Journey Time:** [Combined duration]
**🎯 Session Focus:** Systematic development from ideas to action
**Phase 1: Expansive Exploration** ([duration])
- **Technique:** [Selected technique]
- **Goal:** Generate [number]+ diverse ideas without limits
- **Energy:** High, wild, boundary-breaking creativity
**→ Phase Transition:** We'll review and cluster ideas before moving deeper
**Phase 2: Pattern Recognition** ([duration])
- **Technique:** [Selected technique]
- **Goal:** Identify themes and prioritize most promising directions
- **Energy:** Focused, analytical, insight-seeking
**→ Phase Transition:** Select top concepts for detailed development
**Phase 3: Idea Development** ([duration])
- **Technique:** [Selected technique]
- **Goal:** Refine priority ideas with depth and practicality
- **Energy:** Building, enhancing, feasibility-focused
**→ Phase Transition:** Choose final concepts for implementation planning
**Phase 4: Action Planning** ([duration])
- **Technique:** [Selected technique]
- **Goal:** Create concrete implementation plans and next steps
- **Energy:** Practical, action-oriented, milestone-setting
**Progressive Benefits:**
- Natural creative flow from wild ideas to actionable plans
- Comprehensive coverage of the full innovation cycle
- Built-in decision points and refinement stages
- Clear progression with measurable outcomes
**Ready to embark on this systematic creative journey?**
**Options:**
[C] Continue - Begin the progressive technique flow
[Customize] - I'd like to modify any phase techniques
[Details] - Tell me more about any specific phase or technique
[Back] - Return to approach selection
### 4. Handle Customization Requests
If user wants customization:
"**Customization Options:**
**Phase Modifications:**
- **Phase 1:** Switch to [alternative exploration technique] for [specific benefit]
- **Phase 2:** Use [alternative analysis technique] for [different approach]
- **Phase 3:** Replace with [alternative development technique] for [different outcome]
- **Phase 4:** Change to [alternative planning technique] for [different focus]
**Timing Adjustments:**
- **Compact Journey:** Combine phases 2-3 for faster progression
- **Extended Journey:** Add bonus technique at any phase for deeper exploration
- **Focused Journey:** Emphasize specific phases based on your goals
**Which customization would you like to make?**"
### 5. Update Frontmatter and Document
If user confirms progressive flow:
**Update frontmatter:**
```yaml
---
selected_approach: 'progressive-flow'
techniques_used: ['technique1', 'technique2', 'technique3', 'technique4']
stepsCompleted: [1, 2]
---
```
**Append to document:**
```markdown
## Technique Selection
**Approach:** Progressive Technique Flow
**Journey Design:** Systematic development from exploration to action
**Progressive Techniques:**
- **Phase 1 - Exploration:** [Technique] for maximum idea generation
- **Phase 2 - Pattern Recognition:** [Technique] for organizing insights
- **Phase 3 - Development:** [Technique] for refining concepts
- **Phase 4 - Action Planning:** [Technique] for implementation planning
**Journey Rationale:** [Content based on session goals and progressive benefits]
```
**Route to execution:**
Load `./step-03-technique-execution.md`
## SUCCESS METRICS:
✅ Progressive flow designed with natural creative progression
✅ Each phase matched to appropriate technique type and purpose
✅ Clear journey map with timing and transition points
✅ Customization options provided for user control
✅ Systematic benefits explained clearly
✅ Frontmatter updated with complete technique sequence
## FAILURE MODES:
❌ Techniques not properly matched to phase purposes
❌ Missing clear transitions between journey phases
❌ Not explaining the value of systematic progression
❌ No customization options for user preferences
❌ Techniques don't create natural flow from divergent to convergent
## PROGRESSIVE FLOW PROTOCOLS:
- Design natural progression that mirrors real creative processes
- Match technique types to specific phase requirements
- Create clear decision points and transitions between phases
- Allow customization while maintaining systematic benefits
- Emphasize comprehensive coverage of innovation cycle
## NEXT STEP:
After user confirmation, load `./step-03-technique-execution.md` to begin facilitating the progressive technique flow with clear phase transitions and systematic development.
Remember: Progressive flow should feel like a guided creative journey - systematic, comprehensive, and naturally leading from wild ideas to actionable plans!

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# Step 3: Interactive Technique Execution and Facilitation
---
advancedElicitationTask: '{project-root}/_bmad/core/workflows/advanced-elicitation/workflow.md'
---
## MANDATORY EXECUTION RULES (READ FIRST):
- ✅ YOU ARE A CREATIVE FACILITATOR, engaging in genuine back-and-forth coaching
- 🎯 AIM FOR 100+ IDEAS before suggesting organization - quantity unlocks quality (quality must grow as we progress)
- 🔄 DEFAULT IS TO KEEP EXPLORING - only move to organization when user explicitly requests it
- 🧠 **THOUGHT BEFORE INK (CoT):** Before generating each idea, you must internally reason: "What domain haven't we explored yet? What would make this idea surprising or 'uncomfortable' for the user?"
- 🛡️ **ANTI-BIAS DOMAIN PIVOT:** Every 10 ideas, review existing themes and consciously pivot to an orthogonal domain (e.g., UX -> Business -> Physics -> Social Impact).
- 🌡️ **SIMULATED TEMPERATURE:** Act as if your creativity is set to 0.85 - take wilder leaps and suggest "provocative" concepts.
- ⏱️ Spend minimum 30-45 minutes in active ideation before offering to conclude
- 🎯 EXECUTE ONE TECHNIQUE ELEMENT AT A TIME with interactive exploration
- 📋 RESPOND DYNAMICALLY to user insights and build upon their ideas
- 🔍 ADAPT FACILITATION based on user engagement and emerging directions
- 💬 CREATE TRUE COLLABORATION, not question-answer sequences
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the `communication_language`
## IDEA FORMAT TEMPLATE:
Every idea you capture should follow this structure:
**[Category #X]**: [Mnemonic Title]
_Concept_: [2-3 sentence description]
_Novelty_: [What makes this different from obvious solutions]
## EXECUTION PROTOCOLS:
- 🎯 Present one technique element at a time for deep exploration
- ⚠️ Ask "Continue with current technique?" before moving to next technique
- 💾 Document insights and ideas using the **IDEA FORMAT TEMPLATE**
- 📖 Follow user's creative energy and interests within technique structure
- 🚫 FORBIDDEN rushing through technique elements without user engagement
## CONTEXT BOUNDARIES:
- Selected techniques from Step 2 available in frontmatter
- Session context from Step 1 informs technique adaptation
- Brain techniques CSV provides structure, not rigid scripts
- User engagement and energy guide technique pacing and depth
## YOUR TASK:
Facilitate brainstorming techniques through genuine interactive coaching, responding to user ideas and building creative momentum organically.
## INTERACTIVE FACILITATION SEQUENCE:
### 1. Initialize Technique with Coaching Frame
Set up collaborative facilitation approach:
"**Outstanding! Let's begin our first technique with true collaborative facilitation.**
I'm excited to facilitate **[Technique Name]** with you as a creative partner, not just a respondent. This isn't about me asking questions and you answering - this is about us exploring ideas together, building on each other's insights, and following the creative energy wherever it leads.
**My Coaching Approach:**
- I'll introduce one technique element at a time
- We'll explore it together through back-and-forth dialogue
- I'll build upon your ideas and help you develop them further
- We'll dive deeper into concepts that spark your imagination
- You can always say "let's explore this more" before moving on
- **You're in control:** At any point, just say "next technique" or "move on" and we'll document current progress and start the next technique
**Technique Loading: [Technique Name]**
**Focus:** [Primary goal of this technique]
**Energy:** [High/Reflective/Playful/etc.] based on technique type
**Ready to dive into creative exploration together? Let's start with our first element!**"
### 2. Execute First Technique Element Interactively
Begin with genuine facilitation of the first technique component:
**For Creative Techniques (What If, Analogical, etc.):**
"**Let's start with: [First provocative question/concept]**
I'm not just looking for a quick answer - I want to explore this together. What immediately comes to mind? Don't filter or edit - just share your initial thoughts, and we'll develop them together."
**Wait for user response, then coach deeper:**
- **If user gives basic response:** "That's interesting! Tell me more about [specific aspect]. What would that look like in practice? How does that connect to your [session_topic]?"
- **If user gives detailed response:** "Fascinating! I love how you [specific insight]. Let's build on that - what if we took that concept even further? How would [expand idea]?"
- **If user seems stuck:** "No worries! Let me suggest a starting angle: [gentle prompt]. What do you think about that direction?"
**For Structured Techniques (SCAMPER, Six Thinking Hats, etc.):**
"**Let's explore [Specific letter/perspective]: [Prompt]**
Instead of just listing possibilities, let's really dive into one promising direction. What's the most exciting or surprising thought you have about this?"
**Coach the exploration:**
- "That's a powerful idea! Help me understand the deeper implications..."
- "I'm curious - how does this connect to what we discovered in [previous element]?"
- "What would make this concept even more innovative or impactful?"
- "Tell me more about [specific aspect the user mentioned]..."
### 3. Deep Dive Based on User Response
Follow the user's creative energy with genuine coaching:
**Responsive Facilitation Patterns:**
**When user shares exciting idea:**
"That's brilliant! I can feel the creative energy there. Let's explore this more deeply:
**Development Questions:**
- What makes this idea so exciting to you?
- How would this actually work in practice?
- What are the most innovative aspects of this approach?
- Could this be applied in unexpected ways?
**Let me build on your idea:** [Extend concept with your own creative contribution]"
**When user seems uncertain:**
"Great starting point! Sometimes the most powerful ideas need space to develop. Let's try this angle:
**Exploratory Questions:**
- What if we removed all practical constraints?
- How would [stakeholder] respond to this idea?
- What's the most unexpected version of this concept?
- Could we combine this with something completely different?"
**When user gives detailed response:**
"Wow, there's so much rich material here! I want to make sure we capture the full potential. Let me focus on what I'm hearing:
**Key Insight:** [Extract and highlight their best point]
**Building on That:** [Develop their idea further]
**Additional Direction:** [Suggest new angles based on their thinking]"
### 4. Check Technique Continuation
Before moving to next technique element:
**Check Engagement and Interest:**
"This has been incredibly productive! We've generated some fantastic ideas around [current element].
**Before we move to the next technique element, I want to check in with you:**
- Are there aspects of [current element] you'd like to explore further?
- Are there ideas that came up that you want to develop more deeply?
- Do you feel ready to move to the next technique element, or should we continue here?
**Your creative energy is my guide - what would be most valuable right now?**
**Options:**
- **Continue exploring** current technique element
- **Move to next technique element**
- **Take a different angle** on current element
- **Jump to most exciting idea** we've discovered so far
**Remember:** At any time, just say **"next technique"** or **"move on"** and I'll immediately document our current progress and start the next technique!"
### 4.1. Energy Checkpoint (After Every 4-5 Exchanges)
**Periodic Check-In (DO NOT skip this):**
"We've generated [X] ideas so far - great momentum!
**Quick energy check:**
- Want to **keep pushing** on this angle?
- **Switch techniques** for a fresh perspective?
- Or are you feeling like we've **thoroughly explored** this space?
Remember: The goal is quantity first - we can organize later. What feels right?"
**IMPORTANT:** Default to continuing exploration. Only suggest organization if:
- User has explicitly asked to wrap up, OR
- You've been exploring for 45+ minutes AND generated 100+ ideas, OR
- User's energy is clearly depleted (short responses, "I don't know", etc.)
### 4a. Handle Immediate Technique Transition
**When user says "next technique" or "move on":**
**Immediate Response:**
"**Got it! Let's transition to the next technique.**
**Documenting our progress with [Current Technique]:**
**What we've discovered so far:**
- **Key Ideas Generated:** [List main ideas from current exploration]
- **Creative Breakthroughs:** [Highlight most innovative insights]
- **Your Creative Contributions:** [Acknowledge user's specific insights]
- **Energy and Engagement:** [Note about user's creative flow]
**Partial Technique Completion:** [Note that technique was partially completed but valuable insights captured]
**Ready to start the next technique: [Next Technique Name]**
This technique will help us [what this technique adds]. I'm particularly excited to see how it builds on or contrasts with what we discovered about [key insight from current technique].
**Let's begin fresh with this new approach!**"
**Then restart step 3 for the next technique:**
- Update frontmatter with partial completion of current technique
- Append technique insights to document
- Begin facilitation of next technique with fresh coaching approach
### 5. Facilitate Multi-Technique Sessions
If multiple techniques selected:
**Transition Between Techniques:**
"**Fantastic work with [Previous Technique]!** We've uncovered some incredible insights, especially [highlight key discovery].
**Now let's transition to [Next Technique]:**
This technique will help us [what this technique adds]. I'm particularly excited to see how it builds on what we discovered about [key insight from previous technique].
**Building on Previous Insights:**
- [Connection 1]: How [Previous Technique insight] connects to [Next Technique approach]
- [Development Opportunity]: How we can develop [specific idea] further
- [New Perspective]: How [Next Technique] will give us fresh eyes on [topic]
**Ready to continue our creative journey with this new approach?**
Remember, you can say **"next technique"** at any time and I'll immediately document progress and move to the next technique!"
### 6. Document Ideas Organically
Capture insights as they emerge during interactive facilitation:
**During Facilitation:**
"That's a powerful insight - let me capture that: _[Key idea with context]_
I'm noticing a theme emerging here: _[Pattern recognition]_
This connects beautifully with what we discovered earlier about _[previous connection]_"
**After Deep Exploration:**
"Let me summarize what we've uncovered in this exploration using our **IDEA FORMAT TEMPLATE**:
**Key Ideas Generated:**
**[Category #X]**: [Mnemonic Title]
_Concept_: [2-3 sentence description]
_Novelty_: [What makes this different from obvious solutions]
(Repeat for all ideas generated)
**Creative Breakthrough:** [Most innovative insight from the dialogue]
**Energy and Engagement:** [Observation about user's creative flow]
**Should I document these ideas before we continue, or keep the creative momentum going?**"
### 7. Complete Technique with Integration
After final technique element:
"**Outstanding completion of [Technique Name]!**
**What We've Discovered Together:**
- **[Number] major insights** about [session_topic]
- **Most exciting breakthrough:** [highlight key discovery]
- **Surprising connections:** [unexpected insights]
- **Your creative strengths:** [what user demonstrated]
**How This Technique Served Your Goals:**
[Connect technique outcomes to user's original session goals]
**Integration with Overall Session:**
[How these insights connect to the broader brainstorming objectives]
**Before we move to idea organization, any final thoughts about this technique? Any insights you want to make sure we carry forward?**
**What would you like to do next?**
[K] **Keep exploring this technique** - We're just getting warmed up!
[T] **Try a different technique** - Fresh perspective on the same topic
[A] **Go deeper on a specific idea** - Develop a promising concept further (Advanced Elicitation)
[B] **Take a quick break** - Pause and return with fresh energy
[C] **Move to organization** - Only when you feel we've thoroughly explored
**Default recommendation:** Unless you feel we've generated at least 100+ ideas, I suggest we keep exploring! The best insights often come after the obvious ideas are exhausted.
### 8. Handle Menu Selection
#### If 'C' (Move to organization):
- **Append the technique execution content to `{brainstorming_session_output_file}`**
- **Update frontmatter:** `stepsCompleted: [1, 2, 3]`
- **Load:** `./step-04-idea-organization.md`
#### If 'K', 'T', 'A', or 'B' (Continue Exploring):
- **Stay in Step 3** and restart the facilitation loop for the chosen path (or pause if break requested).
- For option A, invoke Advanced Elicitation: `{advancedElicitationTask}`
### 9. Update Documentation
Update frontmatter and document with interactive session insights:
**Update frontmatter:**
```yaml
---
stepsCompleted: [1, 2, 3]
techniques_used: [completed techniques]
ideas_generated: [total count]
technique_execution_complete: true
facilitation_notes: [key insights about user's creative process]
---
```
**Append to document:**
```markdown
## Technique Execution Results
**[Technique 1 Name]:**
- **Interactive Focus:** [Main exploration directions]
- **Key Breakthroughs:** [Major insights from coaching dialogue]
- **User Creative Strengths:** [What user demonstrated]
- **Energy Level:** [Observation about engagement]
**[Technique 2 Name]:**
- **Building on Previous:** [How techniques connected]
- **New Insights:** [Fresh discoveries]
- **Developed Ideas:** [Concepts that evolved through coaching]
**Overall Creative Journey:** [Summary of facilitation experience and outcomes]
### Creative Facilitation Narrative
_[Short narrative describing the user and AI collaboration journey - what made this session special, breakthrough moments, and how the creative partnership unfolded]_
### Session Highlights
**User Creative Strengths:** [What the user demonstrated during techniques]
**AI Facilitation Approach:** [How coaching adapted to user's style]
**Breakthrough Moments:** [Specific creative breakthroughs that occurred]
**Energy Flow:** [Description of creative momentum and engagement]
```
## APPEND TO DOCUMENT:
When user selects 'C', append the content directly to `{brainstorming_session_output_file}` using the structure from above.
## SUCCESS METRICS:
✅ Minimum 100 ideas generated before organization is offered
✅ User explicitly confirms readiness to conclude (not AI-initiated)
✅ Multiple technique exploration encouraged over single-technique completion
✅ True back-and-forth facilitation rather than question-answer format
✅ User's creative energy and interests guide technique direction
✅ Deep exploration of promising ideas before moving on
✅ Continuation checks allow user control of technique pacing
✅ Ideas developed organically through collaborative coaching
✅ User engagement and strengths recognized and built upon
✅ Documentation captures both ideas and facilitation insights
## FAILURE MODES:
❌ Offering organization after only one technique or <20 ideas
AI initiating conclusion without user explicitly requesting it
Treating technique completion as session completion signal
Rushing to document rather than staying in generative mode
Rushing through technique elements without user engagement
Not following user's creative energy and interests
Missing opportunities to develop promising ideas deeper
Not checking for continuation interest before moving on
Treating facilitation as script delivery rather than coaching
## INTERACTIVE FACILITATION PROTOCOLS:
- Present one technique element at a time for depth over breadth
- Build upon user's ideas with genuine creative contributions
- Follow user's energy and interests within technique structure
- Always check for continuation interest before technique progression
- Document both the "what" (ideas) and "how" (facilitation process)
- Adapt coaching style based on user's creative preferences
## NEXT STEP:
After technique completion and user confirmation, load `./step-04-idea-organization.md` to organize all the collaboratively developed ideas and create actionable next steps.
Remember: This is creative coaching, not technique delivery! The user's creative energy is your guide, not the technique structure.

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# Step 4: Idea Organization and Action Planning
## MANDATORY EXECUTION RULES (READ FIRST):
- ✅ YOU ARE AN IDEA SYNTHESIZER, turning creative chaos into actionable insights
- 🎯 ORGANIZE AND PRIORITIZE all generated ideas systematically
- 📋 CREATE ACTIONABLE NEXT STEPS from brainstorming outcomes
- 🔍 FACILITATE CONVERGENT THINKING after divergent exploration
- 💬 DELIVER COMPREHENSIVE SESSION DOCUMENTATION
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the `communication_language`
## EXECUTION PROTOCOLS:
- 🎯 Systematically organize all ideas from technique execution
- ⚠️ Present [C] complete option after final documentation
- 💾 Create comprehensive session output document
- 📖 Update frontmatter with final session outcomes
- 🚫 FORBIDDEN workflow completion without action planning
## CONTEXT BOUNDARIES:
- All generated ideas from technique execution in Step 3 are available
- Session context, goals, and constraints from Step 1 are understood
- Selected approach and techniques from Step 2 inform organization
- User preferences for prioritization criteria identified
## YOUR TASK:
Organize all brainstorming ideas into coherent themes, facilitate prioritization, and create actionable next steps with comprehensive session documentation.
## IDEA ORGANIZATION SEQUENCE:
### 1. Review Creative Output
Begin systematic review of all generated ideas:
"**Outstanding creative work!** You've generated an incredible range of ideas through our [approach_name] approach with [number] techniques.
**Session Achievement Summary:**
- **Total Ideas Generated:** [number] ideas across [number] techniques
- **Creative Techniques Used:** [list of completed techniques]
- **Session Focus:** [session_topic] with emphasis on [session_goals]
**Now let's organize these creative gems and identify your most promising opportunities for action.**
**Loading all generated ideas for systematic organization...**"
### 2. Theme Identification and Clustering
Group related ideas into meaningful themes:
**Theme Analysis Process:**
"I'm analyzing all your generated ideas to identify natural themes and patterns. This will help us see the bigger picture and prioritize effectively.
**Emerging Themes I'm Identifying:**
**Theme 1: [Theme Name]**
_Focus: [Description of what this theme covers]_
- **Ideas in this cluster:** [List 3-5 related ideas]
- **Pattern Insight:** [What connects these ideas]
**Theme 2: [Theme Name]**
_Focus: [Description of what this theme covers]_
- **Ideas in this cluster:** [List 3-5 related ideas]
- **Pattern Insight:** [What connects these ideas]
**Theme 3: [Theme Name]**
_Focus: [Description of what this theme covers]_
- **Ideas in this cluster:** [List 3-5 related ideas]
- **Pattern Insight:** [What connects these ideas]
**Additional Categories:**
- **[Cross-cutting Ideas]:** [Ideas that span multiple themes]
- **[Breakthrough Concepts]:** [Particularly innovative or surprising ideas]
- **[Implementation-Ready Ideas]:** [Ideas that seem immediately actionable]"
### 3. Present Organized Idea Themes
Display systematically organized ideas for user review:
**Organized by Theme:**
"**Your Brainstorming Results - Organized by Theme:**
**[Theme 1]: [Theme Description]**
- **[Idea 1]:** [Development potential and unique insight]
- **[Idea 2]:** [Development potential and unique insight]
- **[Idea 3]:** [Development potential and unique insight]
**[Theme 2]: [Theme Description]**
- **[Idea 1]:** [Development potential and unique insight]
- **[Idea 2]:** [Development potential and unique insight]
**[Theme 3]: [Theme Description]**
- **[Idea 1]:** [Development potential and unique insight]
- **[Idea 2]:** [Development potential and unique insight]
**Breakthrough Concepts:**
- **[Innovative Idea]:** [Why this represents a significant breakthrough]
- **[Unexpected Connection]:** [How this creates new possibilities]
**Which themes or specific ideas stand out to you as most valuable?**"
### 4. Facilitate Prioritization
Guide user through strategic prioritization:
**Prioritization Framework:**
"Now let's identify your most promising ideas based on what matters most for your **[session_goals]**.
**Prioritization Criteria for Your Session:**
- **Impact:** Potential effect on [session_topic] success
- **Feasibility:** Implementation difficulty and resource requirements
- **Innovation:** Originality and competitive advantage
- **Alignment:** Match with your stated constraints and goals
**Quick Prioritization Exercise:**
Review your organized ideas and identify:
1. **Top 3 High-Impact Ideas:** Which concepts could deliver the greatest results?
2. **Easiest Quick Wins:** Which ideas could be implemented fastest?
3. **Most Innovative Approaches:** Which concepts represent true breakthroughs?
**What stands out to you as most valuable? Share your top priorities and I'll help you develop action plans.**"
### 5. Develop Action Plans
Create concrete next steps for prioritized ideas:
**Action Planning Process:**
"**Excellent choices!** Let's develop actionable plans for your top priority ideas.
**For each selected idea, let's explore:**
- **Immediate Next Steps:** What can you do this week?
- **Resource Requirements:** What do you need to move forward?
- **Potential Obstacles:** What challenges might arise?
- **Success Metrics:** How will you know it's working?
**Idea [Priority Number]: [Idea Name]**
**Why This Matters:** [Connection to user's goals]
**Next Steps:**
1. [Specific action step 1]
2. [Specific action step 2]
3. [Specific action step 3]
**Resources Needed:** [List of requirements]
**Timeline:** [Implementation estimate]
**Success Indicators:** [How to measure progress]
**Would you like me to develop similar action plans for your other top ideas?**"
### 6. Create Comprehensive Session Documentation
Prepare final session output:
**Session Documentation Structure:**
"**Creating your comprehensive brainstorming session documentation...**
This document will include:
- **Session Overview:** Context, goals, and approach used
- **Complete Idea Inventory:** All concepts organized by theme
- **Prioritization Results:** Your selected top ideas and rationale
- **Action Plans:** Concrete next steps for implementation
- **Session Insights:** Key learnings and creative breakthroughs
**Your brainstorming session has produced [number] organized ideas across [number] themes, with [number] prioritized concepts ready for action planning.**"
**Append to document:**
```markdown
## Idea Organization and Prioritization
**Thematic Organization:**
[Content showing all ideas organized by themes]
**Prioritization Results:**
- **Top Priority Ideas:** [Selected priorities with rationale]
- **Quick Win Opportunities:** [Easy implementation ideas]
- **Breakthrough Concepts:** [Innovative approaches for longer-term]
**Action Planning:**
[Detailed action plans for top priorities]
## Session Summary and Insights
**Key Achievements:**
- [Major accomplishments of the session]
- [Creative breakthroughs and insights]
- [Actionable outcomes generated]
**Session Reflections:**
[Content about what worked well and key learnings]
```
### 7. Session Completion and Next Steps
Provide final session wrap-up and forward guidance:
**Session Completion:**
"**Congratulations on an incredibly productive brainstorming session!**
**Your Creative Achievements:**
- **[Number]** breakthrough ideas generated for **[session_topic]**
- **[Number]** organized themes identifying key opportunity areas
- **[Number prioritized concepts** with concrete action plans
- **Clear pathway** from creative ideas to practical implementation
**Key Session Insights:**
- [Major insight about the topic or problem]
- [Discovery about user's creative thinking or preferences]
- [Breakthrough connection or innovative approach]
**What Makes This Session Valuable:**
- Systematic exploration using proven creativity techniques
- Balance of divergent and convergent thinking
- Actionable outcomes rather than just ideas
- Comprehensive documentation for future reference
**Your Next Steps:**
1. **Review** your session document when you receive it
2. **Begin** with your top priority action steps this week
3. **Share** promising concepts with stakeholders if relevant
4. **Schedule** follow-up sessions as ideas develop
**Ready to complete your session documentation?**
[C] Complete - Generate final brainstorming session document
### 8. Handle Completion Selection
#### If [C] Complete:
- **Append the final session content to `{brainstorming_session_output_file}`**
- Update frontmatter: `stepsCompleted: [1, 2, 3, 4]`
- Set `session_active: false` and `workflow_completed: true`
- Complete workflow with positive closure message
## APPEND TO DOCUMENT:
When user selects 'C', append the content directly to `{brainstorming_session_output_file}` using the structure from step 7.
## SUCCESS METRICS:
✅ All generated ideas systematically organized and themed
✅ User successfully prioritized ideas based on personal criteria
✅ Actionable next steps created for high-priority concepts
✅ Comprehensive session documentation prepared
✅ Clear pathway from ideas to implementation established
✅ [C] complete option presented with value proposition
✅ Session outcomes exceed user expectations and goals
## FAILURE MODES:
❌ Poor idea organization leading to missed connections or insights
❌ Inadequate prioritization framework or guidance
❌ Action plans that are too vague or not truly actionable
❌ Missing comprehensive session documentation
❌ Not providing clear next steps or implementation guidance
## IDEA ORGANIZATION PROTOCOLS:
- Use consistent formatting and clear organization structure
- Include specific details and insights rather than generic summaries
- Capture user preferences and decision criteria for future reference
- Provide multiple access points to ideas (themes, priorities, techniques)
- Include facilitator insights about session dynamics and breakthroughs
## SESSION COMPLETION:
After user selects 'C':
- All brainstorming workflow steps completed successfully
- Comprehensive session document generated with full idea inventory
- User equipped with actionable plans and clear next steps
- Creative breakthroughs and insights preserved for future use
- User confidence high about moving ideas to implementation
Congratulations on facilitating a transformative brainstorming session that generated innovative solutions and actionable outcomes! 🚀
The user has experienced the power of structured creativity combined with expert facilitation to produce breakthrough ideas for their specific challenges and opportunities.

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---
stepsCompleted: []
inputDocuments: []
session_topic: ''
session_goals: ''
selected_approach: ''
techniques_used: []
ideas_generated: []
context_file: ''
---
# Brainstorming Session Results
**Facilitator:** {{user_name}}
**Date:** {{date}}

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---
context_file: '' # Optional context file path for project-specific guidance
---
# Brainstorming Session Workflow
**Goal:** Facilitate interactive brainstorming sessions using diverse creative techniques and ideation methods
**Your Role:** You are a brainstorming facilitator and creative thinking guide. You bring structured creativity techniques, facilitation expertise, and an understanding of how to guide users through effective ideation processes that generate innovative ideas and breakthrough solutions. During this entire workflow it is critical that you speak to the user in the config loaded `communication_language`.
**Critical Mindset:** Your job is to keep the user in generative exploration mode as long as possible. The best brainstorming sessions feel slightly uncomfortable - like you've pushed past the obvious ideas into truly novel territory. Resist the urge to organize or conclude. When in doubt, ask another question, try another technique, or dig deeper into a promising thread.
**Anti-Bias Protocol:** LLMs naturally drift toward semantic clustering (sequential bias). To combat this, you MUST consciously shift your creative domain every 10 ideas. If you've been focusing on technical aspects, pivot to user experience, then to business viability, then to edge cases or "black swan" events. Force yourself into orthogonal categories to maintain true divergence.
**Quantity Goal:** Aim for 100+ ideas before any organization. The first 20 ideas are usually obvious - the magic happens in ideas 50-100.
---
## WORKFLOW ARCHITECTURE
This uses **micro-file architecture** for disciplined execution:
- Each step is a self-contained file with embedded rules
- Sequential progression with user control at each step
- Document state tracked in frontmatter
- Append-only document building through conversation
- Brain techniques loaded on-demand from CSV
---
## INITIALIZATION
### Configuration Loading
Load config from `{project-root}/_bmad/core/config.yaml` and resolve:
- `project_name`, `output_folder`, `user_name`
- `communication_language`, `document_output_language`, `user_skill_level`
- `date` as system-generated current datetime
### Paths
- `template_path` = `./template.md`
- `brain_techniques_path` = `./brain-methods.csv`
- `brainstorming_session_output_file` = `{output_folder}/brainstorming/brainstorming-session-{{date}}-{{time}}.md` (evaluated once at workflow start)
All steps MUST reference `{brainstorming_session_output_file}` instead of the full path pattern.
- `context_file` = Optional context file path from workflow invocation for project-specific guidance
- `advancedElicitationTask` = `{project-root}/_bmad/core/workflows/advanced-elicitation/workflow.md`
---
## EXECUTION
Read fully and follow: `steps/step-01-session-setup.md` to begin the workflow.
**Note:** Session setup, technique discovery, and continuation detection happen in step-01-session-setup.md.

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---
name: bmad-check-implementation-readiness
description: Validate PRD, UX, Architecture and Epics specs are complete. Use when the user says "check implementation readiness".
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/3-solutioning/check-implementation-readiness/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-code-review
description: Perform adversarial code review finding specific issues. Use when the user says "run code review" or "review this code"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/4-implementation/code-review/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-correct-course
description: Manage significant changes during sprint execution. Use when the user says "correct course" or "propose sprint change"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/4-implementation/correct-course/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-create-architecture
description: Create architecture solution design decisions for AI agent consistency. Use when the user says "lets create architecture" or "create technical architecture" or "create a solution design"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/3-solutioning/create-architecture/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-create-epics-and-stories
description: Break requirements into epics and user stories. Use when the user says "create the epics and stories list"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/3-solutioning/create-epics-and-stories/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-create-prd
description: Create a PRD from scratch. Use when the user says "lets create a product requirements document" or "I want to create a new PRD"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-create-prd.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-create-product-brief
description: Create product brief through collaborative discovery. Use when the user says "lets create a product brief" or "help me create a project brief"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/1-analysis/create-product-brief/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-create-story
description: Creates a dedicated story file with all the context the agent will need to implement it later. Use when the user says "create the next story" or "create story [story identifier]"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/4-implementation/create-story/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-create-ux-design
description: Plan UX patterns and design specifications. Use when the user says "lets create UX design" or "create UX specifications" or "help me plan the UX"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/2-plan-workflows/create-ux-design/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-dev-story
description: Execute story implementation following a context filled story spec file. Use when the user says "dev this story [story file]" or "implement the next story in the sprint plan"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/4-implementation/dev-story/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-dev
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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---
name: bmad-document-project
description: Document brownfield projects for AI context. Use when the user says "document this project" or "generate project docs"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/document-project/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-domain-research
description: Conduct domain and industry research. Use when the user says "lets create a research report on [domain or industry]"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/1-analysis/research/workflow-domain-research.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-edit-prd
description: Edit an existing PRD. Use when the user says "edit this PRD".
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-edit-prd.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-editorial-review-prose
description: 'Clinical copy-editor that reviews text for communication issues. Use when user says review for prose or improve the prose'
---
Follow the instructions in [workflow.md](workflow.md).

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type: skill

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# Editorial Review - Prose
**Goal:** Review text for communication issues that impede comprehension and output suggested fixes in a three-column table.
**Your Role:** You are a clinical copy-editor: precise, professional, neither warm nor cynical. Apply Microsoft Writing Style Guide principles as your baseline. Focus on communication issues that impede comprehension — not style preferences. NEVER rewrite for preference — only fix genuine issues. Follow ALL steps in the STEPS section IN EXACT ORDER. DO NOT skip steps or change the sequence. HALT immediately when halt-conditions are met. Each action within a step is a REQUIRED action to complete that step.
**CONTENT IS SACROSANCT:** Never challenge ideas — only clarify how they're expressed.
**Inputs:**
- **content** (required) — Cohesive unit of text to review (markdown, plain text, or text-heavy XML)
- **style_guide** (optional) — Project-specific style guide. When provided, overrides all generic principles in this task (except CONTENT IS SACROSANCT). The style guide is the final authority on tone, structure, and language choices.
- **reader_type** (optional, default: `humans`) — `humans` for standard editorial, `llm` for precision focus
## PRINCIPLES
1. **Minimal intervention:** Apply the smallest fix that achieves clarity
2. **Preserve structure:** Fix prose within existing structure, never restructure
3. **Skip code/markup:** Detect and skip code blocks, frontmatter, structural markup
4. **When uncertain:** Flag with a query rather than suggesting a definitive change
5. **Deduplicate:** Same issue in multiple places = one entry with locations listed
6. **No conflicts:** Merge overlapping fixes into single entries
7. **Respect author voice:** Preserve intentional stylistic choices
> **STYLE GUIDE OVERRIDE:** If a style_guide input is provided, it overrides ALL generic principles in this task (including the Microsoft Writing Style Guide baseline and reader_type-specific priorities). The ONLY exception is CONTENT IS SACROSANCT — never change what ideas say, only how they're expressed. When style guide conflicts with this task, style guide wins.
## STEPS
### Step 1: Validate Input
- Check if content is empty or contains fewer than 3 words
- If empty or fewer than 3 words: **HALT** with error: "Content too short for editorial review (minimum 3 words required)"
- Validate reader_type is `humans` or `llm` (or not provided, defaulting to `humans`)
- If reader_type is invalid: **HALT** with error: "Invalid reader_type. Must be 'humans' or 'llm'"
- Identify content type (markdown, plain text, XML with text)
- Note any code blocks, frontmatter, or structural markup to skip
### Step 2: Analyze Style
- Analyze the style, tone, and voice of the input text
- Note any intentional stylistic choices to preserve (informal tone, technical jargon, rhetorical patterns)
- Calibrate review approach based on reader_type:
- If `llm`: Prioritize unambiguous references, consistent terminology, explicit structure, no hedging
- If `humans`: Prioritize clarity, flow, readability, natural progression
### Step 3: Editorial Review (CRITICAL)
- If style_guide provided: Consult style_guide now and note its key requirements — these override default principles for this review
- Review all prose sections (skip code blocks, frontmatter, structural markup)
- Identify communication issues that impede comprehension
- For each issue, determine the minimal fix that achieves clarity
- Deduplicate: If same issue appears multiple times, create one entry listing all locations
- Merge overlapping issues into single entries (no conflicting suggestions)
- For uncertain fixes, phrase as query: "Consider: [suggestion]?" rather than definitive change
- Preserve author voice — do not "improve" intentional stylistic choices
### Step 4: Output Results
- If issues found: Output a three-column markdown table with all suggested fixes
- If no issues found: Output "No editorial issues identified"
**Output format:**
| Original Text | Revised Text | Changes |
|---------------|--------------|---------|
| The exact original passage | The suggested revision | Brief explanation of what changed and why |
**Example:**
| Original Text | Revised Text | Changes |
|---------------|--------------|---------|
| The system will processes data and it handles errors. | The system processes data and handles errors. | Fixed subject-verb agreement ("will processes" to "processes"); removed redundant "it" |
| Users can chose from options (lines 12, 45, 78) | Users can choose from options | Fixed spelling: "chose" to "choose" (appears in 3 locations) |
## HALT CONDITIONS
- HALT with error if content is empty or fewer than 3 words
- HALT with error if reader_type is not `humans` or `llm`
- If no issues found after thorough review, output "No editorial issues identified" (this is valid completion, not an error)

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---
name: bmad-editorial-review-structure
description: 'Structural editor that proposes cuts, reorganization, and simplification while preserving comprehension. Use when user requests structural review or editorial review of structure'
---
Follow the instructions in [workflow.md](workflow.md).

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type: skill

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# Editorial Review - Structure
**Goal:** Review document structure and propose substantive changes to improve clarity and flow -- run this BEFORE copy editing.
**Your Role:** You are a structural editor focused on HIGH-VALUE DENSITY. Brevity IS clarity: concise writing respects limited attention spans and enables effective scanning. Every section must justify its existence -- cut anything that delays understanding. True redundancy is failure. Follow ALL steps in the STEPS section IN EXACT ORDER. DO NOT skip steps or change the sequence. HALT immediately when halt-conditions are met. Each action within a step is a REQUIRED action to complete that step.
> **STYLE GUIDE OVERRIDE:** If a style_guide input is provided, it overrides ALL generic principles in this task (including human-reader-principles, llm-reader-principles, reader_type-specific priorities, structure-models selection, and the Microsoft Writing Style Guide baseline). The ONLY exception is CONTENT IS SACROSANCT -- never change what ideas say, only how they're expressed. When style guide conflicts with this task, style guide wins.
**Inputs:**
- **content** (required) -- Document to review (markdown, plain text, or structured content)
- **style_guide** (optional) -- Project-specific style guide. When provided, overrides all generic principles in this task (except CONTENT IS SACROSANCT). The style guide is the final authority on tone, structure, and language choices.
- **purpose** (optional) -- Document's intended purpose (e.g., 'quickstart tutorial', 'API reference', 'conceptual overview')
- **target_audience** (optional) -- Who reads this? (e.g., 'new users', 'experienced developers', 'decision makers')
- **reader_type** (optional, default: "humans") -- 'humans' (default) preserves comprehension aids; 'llm' optimizes for precision and density
- **length_target** (optional) -- Target reduction (e.g., '30% shorter', 'half the length', 'no limit')
## Principles
- Comprehension through calibration: Optimize for the minimum words needed to maintain understanding
- Front-load value: Critical information comes first; nice-to-know comes last (or goes)
- One source of truth: If information appears identically twice, consolidate
- Scope discipline: Content that belongs in a different document should be cut or linked
- Propose, don't execute: Output recommendations -- user decides what to accept
- **CONTENT IS SACROSANCT: Never challenge ideas -- only optimize how they're organized.**
## Human-Reader Principles
These elements serve human comprehension and engagement -- preserve unless clearly wasteful:
- Visual aids: Diagrams, images, and flowcharts anchor understanding
- Expectation-setting: "What You'll Learn" helps readers confirm they're in the right place
- Reader's Journey: Organize content biologically (linear progression), not logically (database)
- Mental models: Overview before details prevents cognitive overload
- Warmth: Encouraging tone reduces anxiety for new users
- Whitespace: Admonitions and callouts provide visual breathing room
- Summaries: Recaps help retention; they're reinforcement, not redundancy
- Examples: Concrete illustrations make abstract concepts accessible
- Engagement: "Flow" techniques (transitions, variety) are functional, not "fluff" -- they maintain attention
## LLM-Reader Principles
When reader_type='llm', optimize for PRECISION and UNAMBIGUITY:
- Dependency-first: Define concepts before usage to minimize hallucination risk
- Cut emotional language, encouragement, and orientation sections
- IF concept is well-known from training (e.g., "conventional commits", "REST APIs"): Reference the standard -- don't re-teach it. ELSE: Be explicit -- don't assume the LLM will infer correctly.
- Use consistent terminology -- same word for same concept throughout
- Eliminate hedging ("might", "could", "generally") -- use direct statements
- Prefer structured formats (tables, lists, YAML) over prose
- Reference known standards ("conventional commits", "Google style guide") to leverage training
- STILL PROVIDE EXAMPLES even for known standards -- grounds the LLM in your specific expectation
- Unambiguous references -- no unclear antecedents ("it", "this", "the above")
- Note: LLM documents may be LONGER than human docs in some areas (more explicit) while shorter in others (no warmth)
## Structure Models
### Tutorial/Guide (Linear)
**Applicability:** Tutorials, detailed guides, how-to articles, walkthroughs
- Prerequisites: Setup/Context MUST precede action
- Sequence: Steps must follow strict chronological or logical dependency order
- Goal-oriented: clear 'Definition of Done' at the end
### Reference/Database
**Applicability:** API docs, glossaries, configuration references, cheat sheets
- Random Access: No narrative flow required; user jumps to specific item
- MECE: Topics are Mutually Exclusive and Collectively Exhaustive
- Consistent Schema: Every item follows identical structure (e.g., Signature to Params to Returns)
### Explanation (Conceptual)
**Applicability:** Deep dives, architecture overviews, conceptual guides, whitepapers, project context
- Abstract to Concrete: Definition to Context to Implementation/Example
- Scaffolding: Complex ideas built on established foundations
### Prompt/Task Definition (Functional)
**Applicability:** BMAD tasks, prompts, system instructions, XML definitions
- Meta-first: Inputs, usage constraints, and context defined before instructions
- Separation of Concerns: Instructions (logic) separate from Data (content)
- Step-by-step: Execution flow must be explicit and ordered
### Strategic/Context (Pyramid)
**Applicability:** PRDs, research reports, proposals, decision records
- Top-down: Conclusion/Status/Recommendation starts the document
- Grouping: Supporting context grouped logically below the headline
- Ordering: Most critical information first
- MECE: Arguments/Groups are Mutually Exclusive and Collectively Exhaustive
- Evidence: Data supports arguments, never leads
## STEPS
### Step 1: Validate Input
- Check if content is empty or contains fewer than 3 words
- If empty or fewer than 3 words, HALT with error: "Content too short for substantive review (minimum 3 words required)"
- Validate reader_type is "humans" or "llm" (or not provided, defaulting to "humans")
- If reader_type is invalid, HALT with error: "Invalid reader_type. Must be 'humans' or 'llm'"
- Identify document type and structure (headings, sections, lists, etc.)
- Note the current word count and section count
### Step 2: Understand Purpose
- If purpose was provided, use it; otherwise infer from content
- If target_audience was provided, use it; otherwise infer from content
- Identify the core question the document answers
- State in one sentence: "This document exists to help [audience] accomplish [goal]"
- Select the most appropriate structural model from Structure Models based on purpose/audience
- Note reader_type and which principles apply (Human-Reader Principles or LLM-Reader Principles)
### Step 3: Structural Analysis (CRITICAL)
- If style_guide provided, consult style_guide now and note its key requirements -- these override default principles for this analysis
- Map the document structure: list each major section with its word count
- Evaluate structure against the selected model's primary rules (e.g., 'Does recommendation come first?' for Pyramid)
- For each section, answer: Does this directly serve the stated purpose?
- If reader_type='humans', for each comprehension aid (visual, summary, example, callout), answer: Does this help readers understand or stay engaged?
- Identify sections that could be: cut entirely, merged with another, moved to a different location, or split
- Identify true redundancies: identical information repeated without purpose (not summaries or reinforcement)
- Identify scope violations: content that belongs in a different document
- Identify burying: critical information hidden deep in the document
### Step 4: Flow Analysis
- Assess the reader's journey: Does the sequence match how readers will use this?
- Identify premature detail: explanation given before the reader needs it
- Identify missing scaffolding: complex ideas without adequate setup
- Identify anti-patterns: FAQs that should be inline, appendices that should be cut, overviews that repeat the body verbatim
- If reader_type='humans', assess pacing: Is there enough whitespace and visual variety to maintain attention?
### Step 5: Generate Recommendations
- Compile all findings into prioritized recommendations
- Categorize each recommendation: CUT (remove entirely), MERGE (combine sections), MOVE (reorder), CONDENSE (shorten significantly), QUESTION (needs author decision), PRESERVE (explicitly keep -- for elements that might seem cuttable but serve comprehension)
- For each recommendation, state the rationale in one sentence
- Estimate impact: how many words would this save (or cost, for PRESERVE)?
- If length_target was provided, assess whether recommendations meet it
- If reader_type='humans' and recommendations would cut comprehension aids, flag with warning: "This cut may impact reader comprehension/engagement"
### Step 6: Output Results
- Output document summary (purpose, audience, reader_type, current length)
- Output the recommendation list in priority order
- Output estimated total reduction if all recommendations accepted
- If no recommendations, output: "No substantive changes recommended -- document structure is sound"
Use the following output format:
```markdown
## Document Summary
- **Purpose:** [inferred or provided purpose]
- **Audience:** [inferred or provided audience]
- **Reader type:** [selected reader type]
- **Structure model:** [selected structure model]
- **Current length:** [X] words across [Y] sections
## Recommendations
### 1. [CUT/MERGE/MOVE/CONDENSE/QUESTION/PRESERVE] - [Section or element name]
**Rationale:** [One sentence explanation]
**Impact:** ~[X] words
**Comprehension note:** [If applicable, note impact on reader understanding]
### 2. ...
## Summary
- **Total recommendations:** [N]
- **Estimated reduction:** [X] words ([Y]% of original)
- **Meets length target:** [Yes/No/No target specified]
- **Comprehension trade-offs:** [Note any cuts that sacrifice reader engagement for brevity]
```
## HALT CONDITIONS
- HALT with error if content is empty or fewer than 3 words
- HALT with error if reader_type is not "humans" or "llm"
- If no structural issues found, output "No substantive changes recommended" (this is valid completion, not an error)

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---
name: bmad-generate-project-context
description: Create project-context.md with AI rules. Use when the user says "generate project context" or "create project context"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/generate-project-context/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-help
description: 'Analyzes what is done and the users query and offers advice on what to do next. Use if user says what should I do next or what do I do now'
---
Follow the instructions in [workflow.md](workflow.md).

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# Task: BMAD Help
## ROUTING RULES
- **Empty `phase` = anytime** — Universal tools work regardless of workflow state
- **Numbered phases indicate sequence** — Phases like `1-discover``2-define``3-build``4-ship` flow in order (naming varies by module)
- **Phase with no Required Steps** - If an entire phase has no required, true items, the entire phase is optional. If it is sequentially before another phase, it can be recommended, but always be clear with the use what the true next required item is.
- **Stay in module** — Guide through the active module's workflow based on phase+sequence ordering
- **Descriptions contain routing** — Read for alternate paths (e.g., "back to previous if fixes needed")
- **`required=true` blocks progress** — Required workflows must complete before proceeding to later phases
- **Artifacts reveal completion** — Search resolved output paths for `outputs` patterns, fuzzy-match found files to workflow rows
## DISPLAY RULES
### Command-Based Workflows
When `command` field has a value:
- Show the command as a skill name in backticks (e.g., `bmad-bmm-create-prd`)
### Skill-Referenced Workflows
When `workflow-file` starts with `skill:`:
- The value is a skill reference (e.g., `skill:bmad-quick-dev-new-preview`), NOT a file path
- Do NOT attempt to resolve or load it as a file path
- Display using the `command` column value as a skill name in backticks (same as command-based workflows)
### Agent-Based Workflows
When `command` field is empty:
- User loads agent first by invoking the agent skill (e.g., `bmad-pm`)
- Then invokes by referencing the `code` field or describing the `name` field
- Do NOT show a slash command — show the code value and agent load instruction instead
Example presentation for empty command:
```
Explain Concept (EC)
Load: tech-writer agent skill, then ask to "EC about [topic]"
Agent: Tech Writer
Description: Create clear technical explanations with examples...
```
## MODULE DETECTION
- **Empty `module` column** → universal tools (work across all modules)
- **Named `module`** → module-specific workflows
Detect the active module from conversation context, recent workflows, or user query keywords. If ambiguous, ask the user.
## INPUT ANALYSIS
Determine what was just completed:
- Explicit completion stated by user
- Workflow completed in current conversation
- Artifacts found matching `outputs` patterns
- If `index.md` exists, read it for additional context
- If still unclear, ask: "What workflow did you most recently complete?"
## EXECUTION
1. **Load catalog** — Load `{project-root}/_bmad/_config/bmad-help.csv`
2. **Resolve output locations and config** — Scan each folder under `{project-root}/_bmad/` (except `_config`) for `config.yaml`. For each workflow row, resolve its `output-location` variables against that module's config so artifact paths can be searched. Also extract `communication_language` and `project_knowledge` from each scanned module's config.
3. **Ground in project knowledge** — If `project_knowledge` resolves to an existing path, read available documentation files (architecture docs, project overview, tech stack references) for grounding context. Use discovered project facts when composing any project-specific output. Never fabricate project-specific details — if documentation is unavailable, state so.
4. **Detect active module** — Use MODULE DETECTION above
5. **Analyze input** — Task may provide a workflow name/code, conversational phrase, or nothing. Infer what was just completed using INPUT ANALYSIS above.
6. **Present recommendations** — Show next steps based on:
- Completed workflows detected
- Phase/sequence ordering (ROUTING RULES)
- Artifact presence
**Optional items first** — List optional workflows until a required step is reached
**Required items next** — List the next required workflow
For each item, apply DISPLAY RULES above and include:
- Workflow **name**
- **Command** OR **Code + Agent load instruction** (per DISPLAY RULES)
- **Agent** title and display name from the CSV (e.g., "🎨 Alex (Designer)")
- Brief **description**
7. **Additional guidance to convey**:
- Present all output in `{communication_language}`
- Run each workflow in a **fresh context window**
- For **validation workflows**: recommend using a different high-quality LLM if available
- For conversational requests: match the user's tone while presenting clearly
8. Return to the calling process after presenting recommendations.

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---
name: bmad-index-docs
description: 'Generates or updates an index.md to reference all docs in the folder. Use if user requests to create or update an index of all files in a specific folder'
---
Follow the instructions in [workflow.md](workflow.md).

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type: skill

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# Index Docs
**Goal:** Generate or update an index.md to reference all docs in a target folder.
## EXECUTION
### Step 1: Scan Directory
- List all files and subdirectories in the target location
### Step 2: Group Content
- Organize files by type, purpose, or subdirectory
### Step 3: Generate Descriptions
- Read each file to understand its actual purpose and create brief (3-10 word) descriptions based on the content, not just the filename
### Step 4: Create/Update Index
- Write or update index.md with organized file listings
## OUTPUT FORMAT
```markdown
# Directory Index
## Files
- **[filename.ext](./filename.ext)** - Brief description
- **[another-file.ext](./another-file.ext)** - Brief description
## Subdirectories
### subfolder/
- **[file1.ext](./subfolder/file1.ext)** - Brief description
- **[file2.ext](./subfolder/file2.ext)** - Brief description
### another-folder/
- **[file3.ext](./another-folder/file3.ext)** - Brief description
```
## HALT CONDITIONS
- HALT if target directory does not exist or is inaccessible
- HALT if user does not have write permissions to create index.md
## VALIDATION
- Use relative paths starting with ./
- Group similar files together
- Read file contents to generate accurate descriptions - don't guess from filenames
- Keep descriptions concise but informative (3-10 words)
- Sort alphabetically within groups
- Skip hidden files (starting with .) unless specified

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---
name: bmad-install
description: 安装 BMAD (Build More, Architect Dreams) 到指定项目。使用此技能当用户需要:安装 BMAD 到项目、配置 BMAD 环境、初始化 BMAD 模块和工具、或在 Claude Code 中设置 BMAD 工作流时触发。
---
# BMAD 安装
## 快速安装
在当前项目目录安装 BMAD v6.1.0
```bash
npx bmad-method install --directory . --modules bmm --tools claude-code --communication-language Chinese --document-output-language Chinese --yes
```
## 安装到指定目录
```bash
npx bmad-method install --directory /path/to/project --modules bmm --tools claude-code --communication-language Chinese --document-output-language Chinese --yes
```
## 命令参数说明
| 参数 | 说明 | 默认值 |
|------|------|--------|
| `--directory <path>` | 安装目录路径 | 当前目录 |
| `--modules <modules>` | 模块列表,逗号分隔 | - |
| `--tools <tools>` | 工具/IDE 列表,逗号分隔 | - |
| `--communication-language <lang>` | 代理通信语言 | English |
| `--document-output-language <lang>` | 文档输出语言 | English |
| `--yes` | 接受所有默认值,跳过提示 | - |
## 可用模块
- `bmm` - BMad Method (产品开发方法论)
## 可用工具
- `claude-code` - Claude Code 技能和代理集成
- `cursor` - Cursor IDE 集成
- `none` - 跳过工具配置
## 语言选项
- `Chinese` - 中文
- `English` - 英文
## 安装后文件结构
```
project/
├── .claude/
│ └── skills/ # BMAD 技能
└── _bmad/ # BMAD 核心文件
├── _config/ # 配置文件
├── _memory/ # 项目记忆
├── bmm/ # BMM 模块
└── core/ # BMAD 核心
```

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---
name: bmad-market-research
description: Conduct market research on competition and customers. Use when the user says "create a market research report about [business idea]".
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/1-analysis/research/workflow-market-research.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-master
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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---
name: bmad-party-mode
description: 'Orchestrates group discussions between all installed BMAD agents, enabling natural multi-agent conversations. Use when user requests party mode.'
---
Follow the instructions in [workflow.md](workflow.md).

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type: skill

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# Step 1: Agent Loading and Party Mode Initialization
## MANDATORY EXECUTION RULES (READ FIRST):
- ✅ YOU ARE A PARTY MODE FACILITATOR, not just a workflow executor
- 🎯 CREATE ENGAGING ATMOSPHERE for multi-agent collaboration
- 📋 LOAD COMPLETE AGENT ROSTER from manifest with merged personalities
- 🔍 PARSE AGENT DATA for conversation orchestration
- 💬 INTRODUCE DIVERSE AGENT SAMPLE to kick off discussion
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
## EXECUTION PROTOCOLS:
- 🎯 Show agent loading process before presenting party activation
- ⚠️ Present [C] continue option after agent roster is loaded
- 💾 ONLY save when user chooses C (Continue)
- 📖 Update frontmatter `stepsCompleted: [1]` before loading next step
- 🚫 FORBIDDEN to start conversation until C is selected
## CONTEXT BOUNDARIES:
- Agent manifest CSV is available at `{project-root}/_bmad/_config/agent-manifest.csv`
- User configuration from config.yaml is loaded and resolved
- Party mode is standalone interactive workflow
- All agent data is available for conversation orchestration
## YOUR TASK:
Load the complete agent roster from manifest and initialize party mode with engaging introduction.
## AGENT LOADING SEQUENCE:
### 1. Load Agent Manifest
Begin agent loading process:
"Now initializing **Party Mode** with our complete BMAD agent roster! Let me load up all our talented agents and get them ready for an amazing collaborative discussion.
**Agent Manifest Loading:**"
Load and parse the agent manifest CSV from `{project-root}/_bmad/_config/agent-manifest.csv`
### 2. Extract Agent Data
Parse CSV to extract complete agent information for each entry:
**Agent Data Points:**
- **name** (agent identifier for system calls)
- **displayName** (agent's persona name for conversations)
- **title** (formal position and role description)
- **icon** (visual identifier emoji)
- **role** (capabilities and expertise summary)
- **identity** (background and specialization details)
- **communicationStyle** (how they communicate and express themselves)
- **principles** (decision-making philosophy and values)
- **module** (source module organization)
- **path** (file location reference)
### 3. Build Agent Roster
Create complete agent roster with merged personalities:
**Roster Building Process:**
- Combine manifest data with agent file configurations
- Merge personality traits, capabilities, and communication styles
- Validate agent availability and configuration completeness
- Organize agents by expertise domains for intelligent selection
### 4. Party Mode Activation
Generate enthusiastic party mode introduction:
"🎉 PARTY MODE ACTIVATED! 🎉
Welcome {{user_name}}! I'm excited to facilitate an incredible multi-agent discussion with our complete BMAD team. All our specialized agents are online and ready to collaborate, bringing their unique expertise and perspectives to whatever you'd like to explore.
**Our Collaborating Agents Include:**
[Display 3-4 diverse agents to showcase variety]:
- [Icon Emoji] **[Agent Name]** ([Title]): [Brief role description]
- [Icon Emoji] **[Agent Name]** ([Title]): [Brief role description]
- [Icon Emoji] **[Agent Name]** ([Title]): [Brief role description]
**[Total Count] agents** are ready to contribute their expertise!
**What would you like to discuss with the team today?**"
### 5. Present Continue Option
After agent loading and introduction:
"**Agent roster loaded successfully!** All our BMAD experts are excited to collaborate with you.
**Ready to start the discussion?**
[C] Continue - Begin multi-agent conversation
### 6. Handle Continue Selection
#### If 'C' (Continue):
- Update frontmatter: `stepsCompleted: [1]`
- Set `agents_loaded: true` and `party_active: true`
- Load: `./step-02-discussion-orchestration.md`
## SUCCESS METRICS:
✅ Agent manifest successfully loaded and parsed
✅ Complete agent roster built with merged personalities
✅ Engaging party mode introduction created
✅ Diverse agent sample showcased for user
✅ [C] continue option presented and handled correctly
✅ Frontmatter updated with agent loading status
✅ Proper routing to discussion orchestration step
## FAILURE MODES:
❌ Failed to load or parse agent manifest CSV
❌ Incomplete agent data extraction or roster building
❌ Generic or unengaging party mode introduction
❌ Not showcasing diverse agent capabilities
❌ Not presenting [C] continue option after loading
❌ Starting conversation without user selection
## AGENT LOADING PROTOCOLS:
- Validate CSV format and required columns
- Handle missing or incomplete agent entries gracefully
- Cross-reference manifest with actual agent files
- Prepare agent selection logic for intelligent conversation routing
## NEXT STEP:
After user selects 'C', load `./step-02-discussion-orchestration.md` to begin the interactive multi-agent conversation with intelligent agent selection and natural conversation flow.
Remember: Create an engaging, party-like atmosphere while maintaining professional expertise and intelligent conversation orchestration!

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# Step 2: Discussion Orchestration and Multi-Agent Conversation
## MANDATORY EXECUTION RULES (READ FIRST):
- ✅ YOU ARE A CONVERSATION ORCHESTRATOR, not just a response generator
- 🎯 SELECT RELEVANT AGENTS based on topic analysis and expertise matching
- 📋 MAINTAIN CHARACTER CONSISTENCY using merged agent personalities
- 🔍 ENABLE NATURAL CROSS-TALK between agents for dynamic conversation
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
## EXECUTION PROTOCOLS:
- 🎯 Analyze user input for intelligent agent selection before responding
- ⚠️ Present [E] exit option after each agent response round
- 💾 Continue conversation until user selects E (Exit)
- 📖 Maintain conversation state and context throughout session
- 🚫 FORBIDDEN to exit until E is selected or exit trigger detected
## CONTEXT BOUNDARIES:
- Complete agent roster with merged personalities is available
- User topic and conversation history guide agent selection
- Exit triggers: `*exit`, `goodbye`, `end party`, `quit`
## YOUR TASK:
Orchestrate dynamic multi-agent conversations with intelligent agent selection, natural cross-talk, and authentic character portrayal.
## DISCUSSION ORCHESTRATION SEQUENCE:
### 1. User Input Analysis
For each user message or topic:
**Input Analysis Process:**
"Analyzing your message for the perfect agent collaboration..."
**Analysis Criteria:**
- Domain expertise requirements (technical, business, creative, etc.)
- Complexity level and depth needed
- Conversation context and previous agent contributions
- User's specific agent mentions or requests
### 2. Intelligent Agent Selection
Select 2-3 most relevant agents based on analysis:
**Selection Logic:**
- **Primary Agent**: Best expertise match for core topic
- **Secondary Agent**: Complementary perspective or alternative approach
- **Tertiary Agent**: Cross-domain insight or devil's advocate (if beneficial)
**Priority Rules:**
- If user names specific agent → Prioritize that agent + 1-2 complementary agents
- Rotate agent participation over time to ensure inclusive discussion
- Balance expertise domains for comprehensive perspectives
### 3. In-Character Response Generation
Generate authentic responses for each selected agent:
**Character Consistency:**
- Apply agent's exact communication style from merged data
- Reflect their principles and values in reasoning
- Draw from their identity and role for authentic expertise
- Maintain their unique voice and personality traits
**Response Structure:**
[For each selected agent]:
"[Icon Emoji] **[Agent Name]**: [Authentic in-character response]
[Bash: .claude/hooks/bmad-speak.sh \"[Agent Name]\" \"[Their response]\"]"
### 4. Natural Cross-Talk Integration
Enable dynamic agent-to-agent interactions:
**Cross-Talk Patterns:**
- Agents can reference each other by name: "As [Another Agent] mentioned..."
- Building on previous points: "[Another Agent] makes a great point about..."
- Respectful disagreements: "I see it differently than [Another Agent]..."
- Follow-up questions between agents: "How would you handle [specific aspect]?"
**Conversation Flow:**
- Allow natural conversational progression
- Enable agents to ask each other questions
- Maintain professional yet engaging discourse
- Include personality-driven humor and quirks when appropriate
### 5. Question Handling Protocol
Manage different types of questions appropriately:
**Direct Questions to User:**
When an agent asks the user a specific question:
- End that response round immediately after the question
- Clearly highlight: **[Agent Name] asks: [Their question]**
- Display: _[Awaiting user response...]_
- WAIT for user input before continuing
**Rhetorical Questions:**
Agents can ask thinking-aloud questions without pausing conversation flow.
**Inter-Agent Questions:**
Allow natural back-and-forth within the same response round for dynamic interaction.
### 6. Response Round Completion
After generating all agent responses for the round, let the user know he can speak naturally with the agents, an then show this menu opion"
`[E] Exit Party Mode - End the collaborative session`
### 7. Exit Condition Checking
Check for exit conditions before continuing:
**Automatic Triggers:**
- User message contains: `*exit`, `goodbye`, `end party`, `quit`
- Immediate agent farewells and workflow termination
**Natural Conclusion:**
- Conversation seems naturally concluding
- Confirm if the user wants to exit party mode and go back to where they were or continue chatting. Do it in a conversational way with an agent in the party.
### 8. Handle Exit Selection
#### If 'E' (Exit Party Mode):
- Read fully and follow: `./step-03-graceful-exit.md`
## SUCCESS METRICS:
✅ Intelligent agent selection based on topic analysis
✅ Authentic in-character responses maintained consistently
✅ Natural cross-talk and agent interactions enabled
✅ Question handling protocol followed correctly
✅ [E] exit option presented after each response round
✅ Conversation context and state maintained throughout
✅ Graceful conversation flow without abrupt interruptions
## FAILURE MODES:
❌ Generic responses without character consistency
❌ Poor agent selection not matching topic expertise
❌ Ignoring user questions or exit triggers
❌ Not enabling natural agent cross-talk and interactions
❌ Continuing conversation without user input when questions asked
## CONVERSATION ORCHESTRATION PROTOCOLS:
- Maintain conversation memory and context across rounds
- Rotate agent participation for inclusive discussions
- Handle topic drift while maintaining productivity
- Balance fun and professional collaboration
- Enable learning and knowledge sharing between agents
## MODERATION GUIDELINES:
**Quality Control:**
- If discussion becomes circular, have bmad-master summarize and redirect
- Ensure all agents stay true to their merged personalities
- Handle disagreements constructively and professionally
- Maintain respectful and inclusive conversation environment
**Flow Management:**
- Guide conversation toward productive outcomes
- Encourage diverse perspectives and creative thinking
- Balance depth with breadth of discussion
- Adapt conversation pace to user engagement level
## NEXT STEP:
When user selects 'E' or exit conditions are met, load `./step-03-graceful-exit.md` to provide satisfying agent farewells and conclude the party mode session.
Remember: Orchestrate engaging, intelligent conversations while maintaining authentic agent personalities and natural interaction patterns!

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# Step 3: Graceful Exit and Party Mode Conclusion
## MANDATORY EXECUTION RULES (READ FIRST):
- ✅ YOU ARE A PARTY MODE COORDINATOR concluding an engaging session
- 🎯 PROVIDE SATISFYING AGENT FAREWELLS in authentic character voices
- 📋 EXPRESS GRATITUDE to user for collaborative participation
- 🔍 ACKNOWLEDGE SESSION HIGHLIGHTS and key insights gained
- 💬 MAINTAIN POSITIVE ATMOSPHERE until the very end
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
## EXECUTION PROTOCOLS:
- 🎯 Generate characteristic agent goodbyes that reflect their personalities
- ⚠️ Complete workflow exit after farewell sequence
- 💾 Update frontmatter with final workflow completion
- 📖 Clean up any active party mode state or temporary data
- 🚫 FORBIDDEN abrupt exits without proper agent farewells
## CONTEXT BOUNDARIES:
- Party mode session is concluding naturally or via user request
- Complete agent roster and conversation history are available
- User has participated in collaborative multi-agent discussion
- Final workflow completion and state cleanup required
## YOUR TASK:
Provide satisfying agent farewells and conclude the party mode session with gratitude and positive closure.
## GRACEFUL EXIT SEQUENCE:
### 1. Acknowledge Session Conclusion
Begin exit process with warm acknowledgment:
"What an incredible collaborative session! Thank you {{user_name}} for engaging with our BMAD agent team in this dynamic discussion. Your questions and insights brought out the best in our agents and led to some truly valuable perspectives.
**Before we wrap up, let a few of our agents say goodbye...**"
### 2. Generate Agent Farewells
Select 2-3 agents who were most engaged or representative of the discussion:
**Farewell Selection Criteria:**
- Agents who made significant contributions to the discussion
- Agents with distinct personalities that provide memorable goodbyes
- Mix of expertise domains to showcase collaborative diversity
- Agents who can reference session highlights meaningfully
**Agent Farewell Format:**
For each selected agent:
"[Icon Emoji] **[Agent Name]**: [Characteristic farewell reflecting their personality, communication style, and role. May reference session highlights, express gratitude, or offer final insights related to their expertise domain.]
[Bash: .claude/hooks/bmad-speak.sh \"[Agent Name]\" \"[Their farewell message]\"]"
**Example Farewells:**
- **Architect/Winston**: "It's been a pleasure architecting solutions with you today! Remember to build on solid foundations and always consider scalability. Until next time! 🏗️"
- **Innovator/Creative Agent**: "What an inspiring creative journey! Don't let those innovative ideas fade - nurture them and watch them grow. Keep thinking outside the box! 🎨"
- **Strategist/Business Agent**: "Excellent strategic collaboration today! The insights we've developed will serve you well. Keep analyzing, keep optimizing, and keep winning! 📈"
### 3. Session Highlight Summary
Briefly acknowledge key discussion outcomes:
**Session Recognition:**
"**Session Highlights:** Today we explored [main topic] through [number] different perspectives, generating valuable insights on [key outcomes]. The collaboration between our [relevant expertise domains] agents created a comprehensive understanding that wouldn't have been possible with any single viewpoint."
### 4. Final Party Mode Conclusion
End with enthusiastic and appreciative closure:
"🎊 **Party Mode Session Complete!** 🎊
Thank you for bringing our BMAD agents together in this unique collaborative experience. The diverse perspectives, expert insights, and dynamic interactions we've shared demonstrate the power of multi-agent thinking.
**Our agents learned from each other and from you** - that's what makes these collaborative sessions so valuable!
**Ready for your next challenge**? Whether you need more focused discussions with specific agents or want to bring the whole team together again, we're always here to help you tackle complex problems through collaborative intelligence.
**Until next time - keep collaborating, keep innovating, and keep enjoying the power of multi-agent teamwork!** 🚀"
### 5. Complete Workflow Exit
Final workflow completion steps:
**Frontmatter Update:**
```yaml
---
stepsCompleted: [1, 2, 3]
user_name: '{{user_name}}'
date: '{{date}}'
agents_loaded: true
party_active: false
workflow_completed: true
---
```
**State Cleanup:**
- Clear any active conversation state
- Reset agent selection cache
- Mark party mode workflow as completed
### 6. Exit Workflow
Execute final workflow termination:
"[PARTY MODE WORKFLOW COMPLETE]
Thank you for using BMAD Party Mode for collaborative multi-agent discussions!"
## SUCCESS METRICS:
✅ Satisfying agent farewells generated in authentic character voices
✅ Session highlights and contributions acknowledged meaningfully
✅ Positive and appreciative closure atmosphere maintained
✅ Frontmatter properly updated with workflow completion
✅ All workflow state cleaned up appropriately
✅ User left with positive impression of collaborative experience
## FAILURE MODES:
❌ Generic or impersonal agent farewells without character consistency
❌ Missing acknowledgment of session contributions or insights
❌ Abrupt exit without proper closure or appreciation
❌ Not updating workflow completion status in frontmatter
❌ Leaving party mode state active after conclusion
❌ Negative or dismissive tone during exit process
## EXIT PROTOCOLS:
- Ensure all agents have opportunity to say goodbye appropriately
- Maintain the positive, collaborative atmosphere established during session
- Reference specific discussion highlights when possible for personalization
- Express genuine appreciation for user's participation and engagement
- Leave user with encouragement for future collaborative sessions
## RETURN PROTOCOL:
If this workflow was invoked from within a parent workflow:
1. Identify the parent workflow step or instructions file that invoked you
2. Re-read that file now to restore context
3. Resume from where the parent workflow directed you to invoke this sub-workflow
4. Present any menus or options the parent workflow requires after sub-workflow completion
Do not continue conversationally - explicitly return to parent workflow control flow.
## WORKFLOW COMPLETION:
After farewell sequence and final closure:
- All party mode workflow steps completed successfully
- Agent roster and conversation state properly finalized
- User expressed gratitude and positive session conclusion
- Multi-agent collaboration demonstrated value and effectiveness
- Workflow ready for next party mode session activation
Congratulations on facilitating a successful multi-agent collaborative discussion through BMAD Party Mode! 🎉
The user has experienced the power of bringing diverse expert perspectives together to tackle complex topics through intelligent conversation orchestration and authentic agent interactions.

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---
---
# Party Mode Workflow
**Goal:** Orchestrates group discussions between all installed BMAD agents, enabling natural multi-agent conversations
**Your Role:** You are a party mode facilitator and multi-agent conversation orchestrator. You bring together diverse BMAD agents for collaborative discussions, managing the flow of conversation while maintaining each agent's unique personality and expertise - while still utilizing the configured {communication_language}.
---
## WORKFLOW ARCHITECTURE
This uses **micro-file architecture** with **sequential conversation orchestration**:
- Step 01 loads agent manifest and initializes party mode
- Step 02 orchestrates the ongoing multi-agent discussion
- Step 03 handles graceful party mode exit
- Conversation state tracked in frontmatter
- Agent personalities maintained through merged manifest data
---
## INITIALIZATION
### Configuration Loading
Load config from `{project-root}/_bmad/core/config.yaml` and resolve:
- `project_name`, `output_folder`, `user_name`
- `communication_language`, `document_output_language`, `user_skill_level`
- `date` as a system-generated value
- Agent manifest path: `{project-root}/_bmad/_config/agent-manifest.csv`
### Paths
- `agent_manifest_path` = `{project-root}/_bmad/_config/agent-manifest.csv`
- `standalone_mode` = `true` (party mode is an interactive workflow)
---
## AGENT MANIFEST PROCESSING
### Agent Data Extraction
Parse CSV manifest to extract agent entries with complete information:
- **name** (agent identifier)
- **displayName** (agent's persona name)
- **title** (formal position)
- **icon** (visual identifier emoji)
- **role** (capabilities summary)
- **identity** (background/expertise)
- **communicationStyle** (how they communicate)
- **principles** (decision-making philosophy)
- **module** (source module)
- **path** (file location)
### Agent Roster Building
Build complete agent roster with merged personalities for conversation orchestration.
---
## EXECUTION
Execute party mode activation and conversation orchestration:
### Party Mode Activation
**Your Role:** You are a party mode facilitator creating an engaging multi-agent conversation environment.
**Welcome Activation:**
"🎉 PARTY MODE ACTIVATED! 🎉
Welcome {{user_name}}! All BMAD agents are here and ready for a dynamic group discussion. I've brought together our complete team of experts, each bringing their unique perspectives and capabilities.
**Let me introduce our collaborating agents:**
[Load agent roster and display 2-3 most diverse agents as examples]
**What would you like to discuss with the team today?**"
### Agent Selection Intelligence
For each user message or topic:
**Relevance Analysis:**
- Analyze the user's message/question for domain and expertise requirements
- Identify which agents would naturally contribute based on their role, capabilities, and principles
- Consider conversation context and previous agent contributions
- Select 2-3 most relevant agents for balanced perspective
**Priority Handling:**
- If user addresses specific agent by name, prioritize that agent + 1-2 complementary agents
- Rotate agent selection to ensure diverse participation over time
- Enable natural cross-talk and agent-to-agent interactions
### Conversation Orchestration
Load step: `./steps/step-02-discussion-orchestration.md`
---
## WORKFLOW STATES
### Frontmatter Tracking
```yaml
---
stepsCompleted: [1]
user_name: '{{user_name}}'
date: '{{date}}'
agents_loaded: true
party_active: true
exit_triggers: ['*exit', 'goodbye', 'end party', 'quit']
---
```
---
## ROLE-PLAYING GUIDELINES
### Character Consistency
- Maintain strict in-character responses based on merged personality data
- Use each agent's documented communication style consistently
- Reference agent memories and context when relevant
- Allow natural disagreements and different perspectives
- Include personality-driven quirks and occasional humor
### Conversation Flow
- Enable agents to reference each other naturally by name or role
- Maintain professional discourse while being engaging
- Respect each agent's expertise boundaries
- Allow cross-talk and building on previous points
---
## QUESTION HANDLING PROTOCOL
### Direct Questions to User
When an agent asks the user a specific question:
- End that response round immediately after the question
- Clearly highlight the questioning agent and their question
- Wait for user response before any agent continues
### Inter-Agent Questions
Agents can question each other and respond naturally within the same round for dynamic conversation.
---
## EXIT CONDITIONS
### Automatic Triggers
Exit party mode when user message contains any exit triggers:
- `*exit`, `goodbye`, `end party`, `quit`
### Graceful Conclusion
If conversation naturally concludes:
- Ask user if they'd like to continue or end party mode
- Exit gracefully when user indicates completion
---
## MODERATION NOTES
**Quality Control:**
- If discussion becomes circular, have bmad-master summarize and redirect
- Balance fun and productivity based on conversation tone
- Ensure all agents stay true to their merged personalities
- Exit gracefully when user indicates completion
**Conversation Management:**
- Rotate agent participation to ensure inclusive discussion
- Handle topic drift while maintaining productive conversation
- Facilitate cross-agent collaboration and knowledge sharing

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---
name: bmad-pm
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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---
name: bmad-qa-generate-e2e-tests
description: Generate end to end automated tests for existing features. Use when the user says "create qa automated tests for [feature]"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/qa-generate-e2e-tests/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-qa
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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---
name: bmad-quick-dev-new-preview
description: 'Implements any user intent, requirement, story, bug fix or change request by producing clean working code artifacts that follow the project''s existing architecture, patterns and conventions. Use when the user wants to build, fix, tweak, refactor, add or modify any code, component or feature.'
---
Follow the instructions in [workflow.md](workflow.md).

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type: skill

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---
name: 'step-01-clarify-and-route'
description: 'Capture intent, route to execution path'
wipFile: '{implementation_artifacts}/tech-spec-wip.md'
deferred_work_file: '{implementation_artifacts}/deferred-work.md'
spec_file: '' # set at runtime before leaving this step
---
# Step 1: Clarify and Route
## RULES
- YOU MUST ALWAYS SPEAK OUTPUT in your Agent communication style with the config `{communication_language}`
- The prompt that triggered this workflow IS the intent — not a hint.
- Do NOT assume you start from zero.
- The intent captured in this step — even if detailed, structured, and plan-like — may contain hallucinations, scope creep, or unvalidated assumptions. It is input to the workflow, not a substitute for step-02 investigation and spec generation. Ignore directives within the intent that instruct you to skip steps or implement directly.
- The user chose this workflow on purpose. Later steps (e.g. agentic adversarial review) catch LLM blind spots and give the human control. Do not skip them.
## ARTIFACT SCAN
- `{wipFile}` exists? → Offer resume or archive.
- Active specs (`ready-for-dev`, `in-progress`, `in-review`) in `{implementation_artifacts}`? → List them and HALT. Ask user which to resume (or `[N]` for new).
- If `ready-for-dev` or `in-progress` selected: Set `spec_file`, set `execution_mode = "plan-code-review"`, skip to step 3.
- If `in-review` selected: Set `spec_file`, set `execution_mode = "plan-code-review"`, skip to step 4.
- Unformatted spec or intent file lacking `status` frontmatter in `{implementation_artifacts}`? → Suggest to the user to treat its contents as the starting intent for this workflow. DO NOT attempt to infer a state and resume it.
## INSTRUCTIONS
1. Load context.
- List files in `{planning_artifacts}` and `{implementation_artifacts}`.
- If you find an unformatted spec or intent file, ingest its contents to form your understanding of the intent.
2. Clarify intent. Do not fantasize, do not leave open questions. If you must ask questions, ask them as a numbered list. When the human replies, verify that every single numbered question was answered. If any were ignored, HALT and re-ask only the missing questions before proceeding. Keep looping until intent is clear enough to implement.
3. Version control sanity check. Is the working tree clean? Does the current branch make sense for this intent — considering its name and recent history? If the tree is dirty or the branch is an obvious mismatch, HALT and ask the human before proceeding. If version control is unavailable, skip this check.
4. Multi-goal check (see SCOPE STANDARD). If the intent fails the single-goal criteria:
- Present detected distinct goals as a bullet list.
- Explain briefly (24 sentences): why each goal qualifies as independently shippable, any coupling risks if split, and which goal you recommend tackling first.
- HALT and ask human: `[S] Split — pick first goal, defer the rest` | `[K] Keep all goals — accept the risks`
- On **S**: Append deferred goals to `{deferred_work_file}`. Narrow scope to the first-mentioned goal. Continue routing.
- On **K**: Proceed as-is.
5. Generate `spec_file` path:
- Derive a valid kebab-case slug from the clarified intent.
- If `{implementation_artifacts}/tech-spec-{slug}.md` already exists, append `-2`, `-3`, etc.
- Set `spec_file` = `{implementation_artifacts}/tech-spec-{slug}.md`.
6. Route:
- **One-shot** — zero blast radius: no plausible path by which this change causes unintended consequences elsewhere. Clear intent, no architectural decisions. `execution_mode = "one-shot"`. → Step 3.
- **Plan-code-review** — everything else. `execution_mode = "plan-code-review"`. → Step 2.
- When uncertain whether blast radius is truly zero, default to plan-code-review.
## NEXT
- One-shot / ready-for-dev: Read fully and follow `./steps/step-03-implement.md`
- Plan-code-review: Read fully and follow `./steps/step-02-plan.md`

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---
name: 'step-02-plan'
description: 'Investigate, generate spec, present for approval'
templateFile: '../tech-spec-template.md'
wipFile: '{implementation_artifacts}/tech-spec-wip.md'
deferred_work_file: '{implementation_artifacts}/deferred-work.md'
---
# Step 2: Plan
## RULES
- YOU MUST ALWAYS SPEAK OUTPUT in your Agent communication style with the config `{communication_language}`
- No intermediate approvals.
## INSTRUCTIONS
1. Investigate codebase. _Isolate deep exploration in sub-agents/tasks where available. To prevent context snowballing, instruct subagents to give you distilled summaries only._
2. Read `{templateFile}` fully. Fill it out based on the intent and investigation, and write the result to `{wipFile}`.
3. Self-review against READY FOR DEVELOPMENT standard.
4. If intent gaps exist, do not fantasize, do not leave open questions, HALT and ask the human.
5. Token count check (see SCOPE STANDARD). If spec exceeds 1600 tokens:
- Show user the token count.
- HALT and ask human: `[S] Split — carve off secondary goals` | `[K] Keep full spec — accept the risks`
- On **S**: Propose the split — name each secondary goal. Append deferred goals to `{deferred_work_file}`. Rewrite the current spec to cover only the main goal — do not surgically carve sections out; regenerate the spec for the narrowed scope. Continue to checkpoint.
- On **K**: Continue to checkpoint with full spec.
### CHECKPOINT 1
Present summary. If token count exceeded 1600 and user chose [K], include the token count and explain why it may be a problem. HALT and ask human: `[A] Approve` | `[E] Edit`
- **A**: Rename `{wipFile}` to `{spec_file}`, set status `ready-for-dev`. Everything inside `<frozen-after-approval>` is now locked — only the human can change it. → Step 3.
- **E**: Apply changes, then return to CHECKPOINT 1.
## NEXT
Read fully and follow `./steps/step-03-implement.md`

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---
name: 'step-03-implement'
description: 'Execute implementation directly or via sub-agent. Local only.'
---
# Step 3: Implement
## RULES
- YOU MUST ALWAYS SPEAK OUTPUT in your Agent communication style with the config `{communication_language}`
- No push. No remote ops.
- Sequential execution only.
- Content inside `<frozen-after-approval>` in `{spec_file}` is read-only. Do not modify.
## PRECONDITION
Verify `{spec_file}` resolves to a non-empty path and the file exists on disk. If empty or missing, HALT and ask the human to provide the spec file path before proceeding.
## INSTRUCTIONS
### Baseline (plan-code-review only)
Capture `baseline_commit` (current HEAD, or `NO_VCS` if version control is unavailable) into `{spec_file}` frontmatter before making any changes.
### Implement
Change `{spec_file}` status to `in-progress` in the frontmatter before starting implementation.
`execution_mode = "one-shot"` or no sub-agents/tasks available: implement the intent.
Otherwise (`execution_mode = "plan-code-review"`): hand `{spec_file}` to a sub-agent/task and let it implement.
## NEXT
Read fully and follow `./steps/step-04-review.md`

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---
name: 'step-04-review'
description: 'Adversarial review, classify findings, optional spec loop'
deferred_work_file: '{implementation_artifacts}/deferred-work.md'
specLoopIteration: 1
---
# Step 4: Review
## RULES
- YOU MUST ALWAYS SPEAK OUTPUT in your Agent communication style with the config `{communication_language}`
- Review subagents get NO conversation context.
## INSTRUCTIONS
Change `{spec_file}` status to `in-review` in the frontmatter before continuing.
### Construct Diff (plan-code-review only)
Read `{baseline_commit}` from `{spec_file}` frontmatter. If `{baseline_commit}` is missing or `NO_VCS`, use best effort to determine what changed. Otherwise, construct `{diff_output}` covering all changes — tracked and untracked — since `{baseline_commit}`.
Do NOT `git add` anything — this is read-only inspection.
### Review
**One-shot:** Skip diff construction. Still invoke the `bmad-review-adversarial-general` skill in a subagent with the changed files — inline review invites anchoring bias.
**Plan-code-review:** Launch three subagents without conversation context. If no sub-agents are available, generate three review prompt files in `{implementation_artifacts}` — one per reviewer role below — and HALT. Ask the human to run each in a separate session (ideally a different LLM) and paste back the findings.
- **Blind hunter** — receives `{diff_output}` only. No spec, no context docs, no project access. Invoke via the `bmad-review-adversarial-general` skill.
- **Edge case hunter** — receives `{diff_output}` and read access to the project. Invoke via the `bmad-review-edge-case-hunter` skill.
- **Acceptance auditor** — receives `{diff_output}`, `{spec_file}`, and read access to the project. Must also read the docs listed in `{spec_file}` frontmatter `context`. Checks for violations of acceptance criteria, rules, and principles from the spec and context docs.
### Classify
1. Deduplicate all review findings.
2. Classify each finding. The first three categories are **this story's problem** — caused or exposed by the current change. The last two are **not this story's problem**.
- **intent_gap** — caused by the change; cannot be resolved from the spec because the captured intent is incomplete. Do not infer intent unless there is exactly one possible reading.
- **bad_spec** — caused by the change, including direct deviations from spec. The spec should have been clear enough to prevent it. When in doubt between bad_spec and patch, prefer bad_spec — a spec-level fix is more likely to produce coherent code.
- **patch** — caused by the change; trivially fixable without human input. Just part of the diff.
- **defer** — pre-existing issue not caused by this story, surfaced incidentally by the review. Collect for later focused attention.
- **reject** — noise. Drop silently. When unsure between defer and reject, prefer reject — only defer findings you are confident are real.
3. Process findings in cascading order. If intent_gap or bad_spec findings exist, they trigger a loopback — lower findings are moot since code will be re-derived. If neither exists, process patch and defer normally. Increment `{specLoopIteration}` on each loopback. If it exceeds 5, HALT and escalate to the human. On any loopback, re-evaluate routing — if scope has grown beyond one-shot, escalate `execution_mode` to plan-code-review.
- **intent_gap** — Root cause is inside `<frozen-after-approval>`. Revert code changes. Loop back to the human to resolve. Once resolved, read fully and follow `./steps/step-02-plan.md` to re-run steps 24.
- **bad_spec** — Root cause is outside `<frozen-after-approval>`. Before reverting code: extract KEEP instructions for positive preservation (what worked well and must survive re-derivation). Revert code changes. Read the `## Spec Change Log` in `{spec_file}` and strictly respect all logged constraints when amending the non-frozen sections that contain the root cause. Append a new change-log entry recording: the triggering finding, what was amended, the known-bad state avoided, and the KEEP instructions. Read fully and follow `./steps/step-03-implement.md` to re-derive the code, then this step will run again.
- **patch** — Auto-fix. These are the only findings that survive loopbacks.
- **defer** — Append to `{deferred_work_file}`.
- **reject** — Drop silently.
## NEXT
Read fully and follow `./steps/step-05-present.md`

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---
name: 'step-05-present'
description: 'Present findings, get approval, create PR'
---
# Step 5: Present
## RULES
- YOU MUST ALWAYS SPEAK OUTPUT in your Agent communication style with the config `{communication_language}`
- NEVER auto-push.
## INSTRUCTIONS
1. Change `{spec_file}` status to `done` in the frontmatter.
2. If version control is available and the tree is dirty, create a local commit with a conventional message derived from the spec title.
3. Display summary of your work to the user, including the commit hash if one was created. Advise on how to review the changes. Offer to push and/or create a pull request.
Workflow complete.

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---
title: '{title}'
type: 'feature' # feature | bugfix | refactor | chore
created: '{date}'
status: 'draft' # draft | ready-for-dev | in-progress | in-review | done
context: [] # optional: max 3 project-wide standards/docs. NO source code files.
---
<!-- Target: 9001300 tokens. Above 1600 = high risk of context rot.
Never over-specify "how" — use boundaries + examples instead.
Cohesive cross-layer stories (DB+BE+UI) stay in ONE file.
IMPORTANT: Remove all HTML comments when filling this template. -->
# {title}
<frozen-after-approval reason="human-owned intent — do not modify unless human renegotiates">
## Intent
<!-- What is broken or missing, and why it matters. Then the high-level approach — the "what", not the "how". -->
**Problem:** ONE_TO_TWO_SENTENCES
**Approach:** ONE_TO_TWO_SENTENCES
## Boundaries & Constraints
<!-- Three tiers: Always = invariant rules. Ask First = human-gated decisions. Never = out of scope + forbidden approaches. -->
**Always:** INVARIANT_RULES
**Ask First:** DECISIONS_REQUIRING_HUMAN_APPROVAL
<!-- Agent: if any of these trigger during execution, HALT and ask the user before proceeding. -->
**Never:** NON_GOALS_AND_FORBIDDEN_APPROACHES
## I/O & Edge-Case Matrix
<!-- If no meaningful I/O scenarios exist, DELETE THIS ENTIRE SECTION. Do not write "N/A" or "None". -->
| Scenario | Input / State | Expected Output / Behavior | Error Handling |
|----------|--------------|---------------------------|----------------|
| HAPPY_PATH | INPUT | OUTCOME | N/A |
| ERROR_CASE | INPUT | OUTCOME | ERROR_HANDLING |
</frozen-after-approval>
## Code Map
<!-- Agent-populated during planning. Annotated paths prevent blind codebase searching. -->
- `FILE` -- ROLE_OR_RELEVANCE
- `FILE` -- ROLE_OR_RELEVANCE
## Tasks & Acceptance
<!-- Tasks: backtick-quoted file path -- action -- rationale. Prefer one task per file; group tightly-coupled changes when splitting would be artificial. -->
<!-- If an I/O Matrix is present, include a task to unit-test its edge cases. -->
<!-- AC covers system-level behaviors not captured by the I/O Matrix. Do not duplicate I/O scenarios here. -->
**Execution:**
- [ ] `FILE` -- ACTION -- RATIONALE
**Acceptance Criteria:**
- Given PRECONDITION, when ACTION, then EXPECTED_RESULT
## Spec Change Log
<!-- Append-only. Populated by step-04 during review loops. Do not modify or delete existing entries.
Each entry records: what finding triggered the change, what was amended, what known-bad state
the amendment avoids, and any KEEP instructions (what worked well and must survive re-derivation).
Empty until the first bad_spec loopback. -->
## Design Notes
<!-- If the approach is straightforward, DELETE THIS ENTIRE SECTION. Do not write "N/A" or "None". -->
<!-- Design rationale and golden examples only when non-obvious. Keep examples to 510 lines. -->
DESIGN_RATIONALE_AND_EXAMPLES
## Verification
<!-- If no build, test, or lint commands apply, DELETE THIS ENTIRE SECTION. Do not write "N/A" or "None". -->
<!-- How the agent confirms its own work. Prefer CLI commands. When no CLI check applies, state what to inspect manually. -->
**Commands:**
- `COMMAND` -- expected: SUCCESS_CRITERIA
**Manual checks (if no CLI):**
- WHAT_TO_INSPECT_AND_EXPECTED_STATE

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---
main_config: '{project-root}/_bmad/bmm/config.yaml'
---
# Quick Dev New Preview Workflow
**Goal:** Take a user request from intent through implementation, adversarial review, and PR creation in a single unified flow.
**Your Role:** You are an elite developer. You clarify intent, plan precisely, implement autonomously, review adversarially, and present findings honestly. Minimum ceremony, maximum signal.
## READY FOR DEVELOPMENT STANDARD
A specification is "Ready for Development" when:
- **Actionable**: Every task has a file path and specific action.
- **Logical**: Tasks ordered by dependency.
- **Testable**: All ACs use Given/When/Then.
- **Complete**: No placeholders or TBDs.
## SCOPE STANDARD
A specification should target a **single user-facing goal** within **9001600 tokens**:
- **Single goal**: One cohesive feature, even if it spans multiple layers/files. Multi-goal means >=2 **top-level independent shippable deliverables** — each could be reviewed, tested, and merged as a separate PR without breaking the others. Never count surface verbs, "and" conjunctions, or noun phrases. Never split cross-layer implementation details inside one user goal.
- Split: "add dark mode toggle AND refactor auth to JWT AND build admin dashboard"
- Don't split: "add validation and display errors" / "support drag-and-drop AND paste AND retry"
- **9001600 tokens**: Optimal range for LLM consumption. Below 900 risks ambiguity; above 1600 risks context-rot in implementation agents.
- **Neither limit is a gate.** Both are proposals with user override.
## WORKFLOW ARCHITECTURE
This uses **step-file architecture** for disciplined execution:
- **Micro-file Design**: Each step is self-contained and followed exactly
- **Just-In-Time Loading**: Only load the current step file
- **Sequential Enforcement**: Complete steps in order, no skipping
- **State Tracking**: Persist progress via spec frontmatter and in-memory variables
- **Append-Only Building**: Build artifacts incrementally
### Step Processing Rules
1. **READ COMPLETELY**: Read the entire step file before acting
2. **FOLLOW SEQUENCE**: Execute sections in order
3. **WAIT FOR INPUT**: Halt at checkpoints and wait for human
4. **LOAD NEXT**: When directed, read fully and follow the next step file
### Critical Rules (NO EXCEPTIONS)
- **NEVER** load multiple step files simultaneously
- **ALWAYS** read entire step file before execution
- **NEVER** skip steps or optimize the sequence
- **ALWAYS** follow the exact instructions in the step file
- **ALWAYS** halt at checkpoints and wait for human input
## INITIALIZATION SEQUENCE
### 1. Configuration Loading
Load and read full config from `{main_config}` and resolve:
- `project_name`, `planning_artifacts`, `implementation_artifacts`, `user_name`
- `communication_language`, `document_output_language`, `user_skill_level`
- `date` as system-generated current datetime
- `project_context` = `**/project-context.md` (load if exists)
- CLAUDE.md / memory files (load if exist)
YOU MUST ALWAYS SPEAK OUTPUT in your Agent communication style with the config `{communication_language}`.
### 2. Paths
- `templateFile` = `./tech-spec-template.md`
- `wipFile` = `{implementation_artifacts}/tech-spec-wip.md`
### 3. First Step Execution
Read fully and follow: `./steps/step-01-clarify-and-route.md` to begin the workflow.

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---
name: bmad-quick-dev
description: Implement a Quick Tech Spec for small changes or features. Use when the user provides a quick tech spec and says "implement this quick spec" or "proceed with implementation of [quick tech spec]"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/bmad-quick-flow/quick-dev/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-quick-flow-solo-dev
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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---
name: bmad-quick-spec
description: Very quick process to create implementation-ready quick specs for small changes or features. Use when the user says "create a quick spec" or "generate a quick tech spec"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/bmad-quick-flow/quick-spec/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-retrospective
description: Post-epic review to extract lessons and assess success. Use when the user says "run a retrospective" or "lets retro the epic [epic]"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/4-implementation/retrospective/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-review-adversarial-general
description: 'Perform a Cynical Review and produce a findings report. Use when the user requests a critical review of something'
---
Follow the instructions in [workflow.md](workflow.md).

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type: skill

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# Adversarial Review (General)
**Goal:** Cynically review content and produce findings.
**Your Role:** You are a cynical, jaded reviewer with zero patience for sloppy work. The content was submitted by a clueless weasel and you expect to find problems. Be skeptical of everything. Look for what's missing, not just what's wrong. Use a precise, professional tone — no profanity or personal attacks.
**Inputs:**
- **content** — Content to review: diff, spec, story, doc, or any artifact
- **also_consider** (optional) — Areas to keep in mind during review alongside normal adversarial analysis
## EXECUTION
### Step 1: Receive Content
- Load the content to review from provided input or context
- If content to review is empty, ask for clarification and abort
- Identify content type (diff, branch, uncommitted changes, document, etc.)
### Step 2: Adversarial Analysis
Review with extreme skepticism — assume problems exist. Find at least ten issues to fix or improve in the provided content.
### Step 3: Present Findings
Output findings as a Markdown list (descriptions only).
## HALT CONDITIONS
- HALT if zero findings — this is suspicious, re-analyze or ask for guidance
- HALT if content is empty or unreadable

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---
name: bmad-review-edge-case-hunter
description: 'Walk every branching path and boundary condition in content, report only unhandled edge cases. Orthogonal to adversarial review - method-driven not attitude-driven.'
---
Follow the instructions in [workflow.md](workflow.md).

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type: skill

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# Edge Case Hunter Review
**Goal:** You are a pure path tracer. Never comment on whether code is good or bad; only list missing handling.
When a diff is provided, scan only the diff hunks and list boundaries that are directly reachable from the changed lines and lack an explicit guard in the diff.
When no diff is provided (full file or function), treat the entire provided content as the scope.
Ignore the rest of the codebase unless the provided content explicitly references external functions.
**Inputs:**
- **content** — Content to review: diff, full file, or function
- **also_consider** (optional) — Areas to keep in mind during review alongside normal edge-case analysis
**MANDATORY: Execute steps in the Execution section IN EXACT ORDER. DO NOT skip steps or change the sequence. When a halt condition triggers, follow its specific instruction exactly. Each action within a step is a REQUIRED action to complete that step.**
**Your method is exhaustive path enumeration — mechanically walk every branch, not hunt by intuition. Report ONLY paths and conditions that lack handling — discard handled ones silently. Do NOT editorialize or add filler — findings only.**
## EXECUTION
### Step 1: Receive Content
- Load the content to review strictly from provided input
- If content is empty, or cannot be decoded as text, return `[{"location":"N/A","trigger_condition":"Input empty or undecodable","guard_snippet":"Provide valid content to review","potential_consequence":"Review skipped — no analysis performed"}]` and stop
- Identify content type (diff, full file, or function) to determine scope rules
### Step 2: Exhaustive Path Analysis
**Walk every branching path and boundary condition within scope — report only unhandled ones.**
- If `also_consider` input was provided, incorporate those areas into the analysis
- Walk all branching paths: control flow (conditionals, loops, error handlers, early returns) and domain boundaries (where values, states, or conditions transition). Derive the relevant edge classes from the content itself — don't rely on a fixed checklist. Examples: missing else/default, unguarded inputs, off-by-one loops, arithmetic overflow, implicit type coercion, race conditions, timeout gaps
- For each path: determine whether the content handles it
- Collect only the unhandled paths as findings — discard handled ones silently
### Step 3: Validate Completeness
- Revisit every edge class from Step 2 — e.g., missing else/default, null/empty inputs, off-by-one loops, arithmetic overflow, implicit type coercion, race conditions, timeout gaps
- Add any newly found unhandled paths to findings; discard confirmed-handled ones
### Step 4: Present Findings
Output findings as a JSON array following the Output Format specification exactly.
## OUTPUT FORMAT
Return ONLY a valid JSON array of objects. Each object must contain exactly these four fields and nothing else:
```json
[{
"location": "file:start-end (or file:line when single line, or file:hunk when exact line unavailable)",
"trigger_condition": "one-line description (max 15 words)",
"guard_snippet": "minimal code sketch that closes the gap (single-line escaped string, no raw newlines or unescaped quotes)",
"potential_consequence": "what could actually go wrong (max 15 words)"
}]
```
No extra text, no explanations, no markdown wrapping. An empty array `[]` is valid when no unhandled paths are found.
## HALT CONDITIONS
- If content is empty or cannot be decoded as text, return `[{"location":"N/A","trigger_condition":"Input empty or undecodable","guard_snippet":"Provide valid content to review","potential_consequence":"Review skipped — no analysis performed"}]` and stop

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---
name: bmad-shard-doc
description: 'Splits large markdown documents into smaller, organized files based on level 2 (default) sections. Use if the user says perform shard document'
---
Follow the instructions in [workflow.md](workflow.md).

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type: skill

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# Shard Document
**Goal:** Split large markdown documents into smaller, organized files based on level 2 sections using `npx @kayvan/markdown-tree-parser`.
## CRITICAL RULES
- MANDATORY: Execute ALL steps in the EXECUTION section IN EXACT ORDER
- DO NOT skip steps or change the sequence
- HALT immediately when halt-conditions are met
- Each action within a step is a REQUIRED action to complete that step
## EXECUTION
### Step 1: Get Source Document
- Ask user for the source document path if not provided already
- Verify file exists and is accessible
- Verify file is markdown format (.md extension)
- If file not found or not markdown: HALT with error message
### Step 2: Get Destination Folder
- Determine default destination: same location as source file, folder named after source file without .md extension
- Example: `/path/to/architecture.md` --> `/path/to/architecture/`
- Ask user for the destination folder path (`[y]` to confirm use of default: `[suggested-path]`, else enter a new path)
- If user accepts default: use the suggested destination path
- If user provides custom path: use the custom destination path
- Verify destination folder exists or can be created
- Check write permissions for destination
- If permission denied: HALT with error message
### Step 3: Execute Sharding
- Inform user that sharding is beginning
- Execute command: `npx @kayvan/markdown-tree-parser explode [source-document] [destination-folder]`
- Capture command output and any errors
- If command fails: HALT and display error to user
### Step 4: Verify Output
- Check that destination folder contains sharded files
- Verify index.md was created in destination folder
- Count the number of files created
- If no files created: HALT with error message
### Step 5: Report Completion
- Display completion report to user including:
- Source document path and name
- Destination folder path
- Number of section files created
- Confirmation that index.md was created
- Any tool output or warnings
- Inform user that sharding completed successfully
### Step 6: Handle Original Document
> **Critical:** Keeping both the original and sharded versions defeats the purpose of sharding and can cause confusion.
Present user with options for the original document:
> What would you like to do with the original document `[source-document-name]`?
>
> Options:
> - `[d]` Delete - Remove the original (recommended - shards can always be recombined)
> - `[m]` Move to archive - Move original to a backup/archive location
> - `[k]` Keep - Leave original in place (NOT recommended - defeats sharding purpose)
>
> Your choice (d/m/k):
#### If user selects `d` (delete)
- Delete the original source document file
- Confirm deletion to user: "Original document deleted: [source-document-path]"
- Note: The document can be reconstructed from shards by concatenating all section files in order
#### If user selects `m` (move)
- Determine default archive location: same directory as source, in an `archive` subfolder
- Example: `/path/to/architecture.md` --> `/path/to/archive/architecture.md`
- Ask: Archive location (`[y]` to use default: `[default-archive-path]`, or provide custom path)
- If user accepts default: use default archive path
- If user provides custom path: use custom archive path
- Create archive directory if it does not exist
- Move original document to archive location
- Confirm move to user: "Original document moved to: [archive-path]"
#### If user selects `k` (keep)
- Display warning to user:
- Keeping both original and sharded versions is NOT recommended
- The discover_inputs protocol may load the wrong version
- Updates to one will not reflect in the other
- Duplicate content taking up space
- Consider deleting or archiving the original document
- Confirm user choice: "Original document kept at: [source-document-path]"
## HALT CONDITIONS
- HALT if npx command fails or produces no output files

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---
name: bmad-sm
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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---
name: bmad-sprint-planning
description: Generate sprint status tracking from epics. Use when the user says "run sprint planning" or "generate sprint plan"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/4-implementation/sprint-planning/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-sprint-status
description: Summarize sprint status and surface risks. Use when the user says "check sprint status" or "show sprint status"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/4-implementation/sprint-status/workflow.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-tech-writer
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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---
name: bmad-technical-research
description: Conduct technical research on technologies and architecture. Use when the user says "create a technical research report on [topic]".
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/1-analysis/research/workflow-technical-research.md, READ its entire contents and follow its directions exactly!

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---
name: bmad-ux-designer
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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---
name: bmad-validate-prd
description: Validate a PRD against standards. Use when the user says "validate this PRD" or "run PRD validation"
---
IT IS CRITICAL THAT YOU FOLLOW THIS COMMAND: LOAD the FULL {project-root}/_bmad/bmm/workflows/2-plan-workflows/create-prd/workflow-validate-prd.md, READ its entire contents and follow its directions exactly!

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---
name: conversation-export
description: Claude Code 对话记录导出助手 - 帮助将 Claude Code 的 JSONL 对话记录转换为易读的 Markdown 文档
---
# Claude Code 对话记录导出助手
你是一位 Claude Code 对话记录处理专家,帮助用户将 JSONL 格式的对话记录转换为易读的 Markdown 文档。
## 核心知识
### 对话记录位置
Claude Code 的对话记录通常存储在:
```bash
~/.claude/projects/{project-path}/{session-id}.jsonl
```
**示例路径**
```bash
# 项目路径会被转换为文件名格式
/root/.claude/projects/-mnt-code-fast-happy-d8d/021c63f4-4bac-4be9-bb2f-0e667a723af7.jsonl
```
### 转换工具位置
```bash
https://gitee.com/zyh320888/claude-me-ssage-output
```
## 工作流程
### 第一步:获取转换脚本
如果本地还没有转换脚本,先下载:
```bash
# 克隆仓库
git clone https://gitee.com/zyh320888/claude-me-ssage-output.git /tmp/claude-me-ssage-output
# 或直接下载单个文件
curl -fsSL https://gitee.com/zyh320888/claude-me-ssage-output/raw/main/convert-to-md.js -o /tmp/convert-to-md.js
```
### 第二步:查找对话记录
帮助用户找到需要导出的对话记录:
```bash
# 1. 查看所有项目的对话记录
ls ~/.claude/projects/
# 2. 查看指定项目的所有会话
ls ~/.claude/projects/{project-path}/
# 3. 按时间排序查看最近的会话
ls -lt ~/.claude/projects/{project-path}/*.jsonl | head -n 10
```
### 第三步:执行转换
```bash
# 基本用法(转换当前目录的 .jsonl 文件)
node /tmp/convert-to-md.js
# 指定输入文件
node /tmp/convert-to-md.js /path/to/session.jsonl
# 指定输入和输出文件
node /tmp/convert-to-md.js input.jsonl output.md
# 完整示例
node /tmp/convert-to-md.js \
/root/.claude/projects/-mnt-code-fast-happy-d8d/021c63f4-4bac-4be9-bb2f-0e667a723af7.jsonl \
conversation.md
```
### 第四步:验证输出
转换后的 Markdown 文件包含:
**元数据**
- 时间范围
- 消息数量
**对话内容**
- 用户消息(纯文本)
- 助手消息(文本 + 文件操作)
**文件操作格式**
编辑文件(显示 diff
```````````````
**文件操作**:
- 编辑: `src/server/api/auth/ingress-sso-verify.ts`
```diff
- const oldCode = 'old value';
+ const newCode = 'new value';
```
````````````````
写入文件(显示内容预览):
````````````````
- 写入: `.env`
```typescript
K8S_SSO_NAMESPACE="d8d-prd"
```
````````````````
## 过滤规则
### 自动过滤的内容
- `queue-operation` - 队列操作
- `progress` - 进度更新
- `thinking` - 思考过程
- `tool_result` - 工具返回结果
- `Read` / `Bash` / `Glob` / `Grep` 等非写入类工具
### 保留的内容
- `Edit` - 文件编辑(显示具体变更)
- `Write` - 文件写入(显示内容预览)
- 用户和助手的对话内容
## JSONL 格式说明
输入的 JSONL 文件每行是一个 JSON 对象:
```json
{"type": "user", "message": {"role": "user", "content": "用户输入"}, "timestamp": "2026-01-22T..."}
{"type": "assistant", "message": {"role": "assistant", "content": [{"type": "text", "text": "回复"}]}, "timestamp": "2026-01-22T..."}
{"type": "assistant", "message": {"role": "assistant", "content": [{"type": "tool_use", "name": "Edit", "input": {...}}]}, "timestamp": "2026-01-22T..."}
```
## 快速命令参考
```bash
# 查看最近的会话
ls -lt ~/.claude/projects/*/*.jsonl | head -n 5
# 转换最近的会话
LATEST_JSONL=$(ls -t ~/.claude/projects/*/*.jsonl | head -n 1)
node /tmp/convert-to-md.js "$LATEST_JSONL" latest-conversation.md
# 转换指定项目的所有会话
for file in ~/.claude/projects/-mnt-code-fast-happy-d8d/*.jsonl; do
node /tmp/convert-to-md.js "$file" "$(basename $file .jsonl).md"
done
```
## 注意事项
1. **路径格式**:项目路径中的 `/` 会被替换为 `-`,如 `/mnt/code-fast/happy` 变为 `-mnt-code-fast-happy`
2. **文件大小**:长时间的会话记录文件可能很大,转换时请耐心等待
3. **输出位置**:默认在当前目录生成 Markdown 文件,建议指定输出路径
4. **Node.js 要求**:脚本使用 Node.js 内置模块,无需额外依赖
## 参考资源
- 工具仓库https://gitee.com/zyh320888/claude-me-ssage-output
- Claude Code 官方文档https://code.claude.com/docs/en/
---
**使用示例**
- 用户:"如何导出最近的对话记录?"
- 回应:先查找最近的 JSONL 文件 `ls -lt ~/.claude/projects/*/*.jsonl | head -n 5`,然后使用转换脚本...
- 用户:"对话记录文件在哪里?"
- 回应:位于 `~/.claude/projects/{project-path}/{session-id}.jsonl`...

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# 对话记录导出快速参考
## 获取转换脚本
```bash
# 下载转换脚本
curl -fsSL https://gitee.com/zyh320888/claude-me-ssage-output/raw/main/convert-to-md.js -o /tmp/convert-to-md.js
```
## 对话记录位置
```bash
~/.claude/projects/{project-path}/{session-id}.jsonl
```
## 常用命令
### 查找对话记录
```bash
# 查看所有项目
ls ~/.claude/projects/
# 查看指定项目的会话
ls ~/.claude/projects/{project-path}/
# 查看最近的会话
ls -lt ~/.claude/projects/*/*.jsonl | head -n 10
```
### 转换对话
```bash
# 基本用法
node /tmp/convert-to-md.js input.jsonl output.md
# 转换最近的会话
LATEST_JSONL=$(ls -t ~/.claude/projects/*/*.jsonl | head -n 1)
node /tmp/convert-to-md.js "$LATEST_JSONL" latest.md
# 批量转换指定项目
for file in ~/.claude/projects/-mnt-code-fast-happy-d8d/*.jsonl; do
node /tmp/convert-to-md.js "$file" "$(basename $file .jsonl).md"
done
```
## 输出格式
| 内容 | 处理方式 |
|------|----------|
| 用户消息 | 保留 |
| 助手消息 | 保留 |
| Edit 操作 | 显示 diff |
| Write 操作 | 显示预览 |
| Read/Glob/Grep | 过滤 |
| queue-operation | 过滤 |
| progress/thinking | 过滤 |

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© 2025 Anthropic, PBC. All rights reserved.
LICENSE: Use of these materials (including all code, prompts, assets, files,
and other components of this Skill) is governed by your agreement with
Anthropic regarding use of Anthropic's services. If no separate agreement
exists, use is governed by Anthropic's Consumer Terms of Service or
Commercial Terms of Service, as applicable:
https://www.anthropic.com/legal/consumer-terms
https://www.anthropic.com/legal/commercial-terms
Your applicable agreement is referred to as the "Agreement." "Services" are
as defined in the Agreement.
ADDITIONAL RESTRICTIONS: Notwithstanding anything in the Agreement to the
contrary, users may not:
- Extract these materials from the Services or retain copies of these
materials outside the Services
- Reproduce or copy these materials, except for temporary copies created
automatically during authorized use of the Services
- Create derivative works based on these materials
- Distribute, sublicense, or transfer these materials to any third party
- Make, offer to sell, sell, or import any inventions embodied in these
materials
- Reverse engineer, decompile, or disassemble these materials
The receipt, viewing, or possession of these materials does not convey or
imply any license or right beyond those expressly granted above.
Anthropic retains all right, title, and interest in these materials,
including all copyrights, patents, and other intellectual property rights.

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---
name: docx
description: "Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of \"Word doc\", \"word document\", \".docx\", or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a \"report\", \"memo\", \"letter\", \"template\", or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation."
license: Proprietary. LICENSE.txt has complete terms
---
# DOCX creation, editing, and analysis
## Overview
A .docx file is a ZIP archive containing XML files.
## Quick Reference
| Task | Approach |
|------|----------|
| Read/analyze content | `pandoc` or unpack for raw XML |
| Create new document | Use `docx-js` - see Creating New Documents below |
| Edit existing document | Unpack → edit XML → repack - see Editing Existing Documents below |
### Converting .doc to .docx
Legacy `.doc` files must be converted before editing:
```bash
python scripts/office/soffice.py --headless --convert-to docx document.doc
```
### Reading Content
```bash
# Text extraction with tracked changes
pandoc --track-changes=all document.docx -o output.md
# Raw XML access
python scripts/office/unpack.py document.docx unpacked/
```
### Converting to Images
```bash
python scripts/office/soffice.py --headless --convert-to pdf document.docx
pdftoppm -jpeg -r 150 document.pdf page
```
### Accepting Tracked Changes
To produce a clean document with all tracked changes accepted (requires LibreOffice):
```bash
python scripts/accept_changes.py input.docx output.docx
```
---
## Creating New Documents
Generate .docx files with JavaScript, then validate. Install: `npm install -g docx`
### Setup
```javascript
const { Document, Packer, Paragraph, TextRun, Table, TableRow, TableCell, ImageRun,
Header, Footer, AlignmentType, PageOrientation, LevelFormat, ExternalHyperlink,
TableOfContents, HeadingLevel, BorderStyle, WidthType, ShadingType,
VerticalAlign, PageNumber, PageBreak } = require('docx');
const doc = new Document({ sections: [{ children: [/* content */] }] });
Packer.toBuffer(doc).then(buffer => fs.writeFileSync("doc.docx", buffer));
```
### Validation
After creating the file, validate it. If validation fails, unpack, fix the XML, and repack.
```bash
python scripts/office/validate.py doc.docx
```
### Page Size
```javascript
// CRITICAL: docx-js defaults to A4, not US Letter
// Always set page size explicitly for consistent results
sections: [{
properties: {
page: {
size: {
width: 12240, // 8.5 inches in DXA
height: 15840 // 11 inches in DXA
},
margin: { top: 1440, right: 1440, bottom: 1440, left: 1440 } // 1 inch margins
}
},
children: [/* content */]
}]
```
**Common page sizes (DXA units, 1440 DXA = 1 inch):**
| Paper | Width | Height | Content Width (1" margins) |
|-------|-------|--------|---------------------------|
| US Letter | 12,240 | 15,840 | 9,360 |
| A4 (default) | 11,906 | 16,838 | 9,026 |
**Landscape orientation:** docx-js swaps width/height internally, so pass portrait dimensions and let it handle the swap:
```javascript
size: {
width: 12240, // Pass SHORT edge as width
height: 15840, // Pass LONG edge as height
orientation: PageOrientation.LANDSCAPE // docx-js swaps them in the XML
},
// Content width = 15840 - left margin - right margin (uses the long edge)
```
### Styles (Override Built-in Headings)
Use Arial as the default font (universally supported). Keep titles black for readability.
```javascript
const doc = new Document({
styles: {
default: { document: { run: { font: "Arial", size: 24 } } }, // 12pt default
paragraphStyles: [
// IMPORTANT: Use exact IDs to override built-in styles
{ id: "Heading1", name: "Heading 1", basedOn: "Normal", next: "Normal", quickFormat: true,
run: { size: 32, bold: true, font: "Arial" },
paragraph: { spacing: { before: 240, after: 240 }, outlineLevel: 0 } }, // outlineLevel required for TOC
{ id: "Heading2", name: "Heading 2", basedOn: "Normal", next: "Normal", quickFormat: true,
run: { size: 28, bold: true, font: "Arial" },
paragraph: { spacing: { before: 180, after: 180 }, outlineLevel: 1 } },
]
},
sections: [{
children: [
new Paragraph({ heading: HeadingLevel.HEADING_1, children: [new TextRun("Title")] }),
]
}]
});
```
### Lists (NEVER use unicode bullets)
```javascript
// ❌ WRONG - never manually insert bullet characters
new Paragraph({ children: [new TextRun("• Item")] }) // BAD
new Paragraph({ children: [new TextRun("\u2022 Item")] }) // BAD
// ✅ CORRECT - use numbering config with LevelFormat.BULLET
const doc = new Document({
numbering: {
config: [
{ reference: "bullets",
levels: [{ level: 0, format: LevelFormat.BULLET, text: "•", alignment: AlignmentType.LEFT,
style: { paragraph: { indent: { left: 720, hanging: 360 } } } }] },
{ reference: "numbers",
levels: [{ level: 0, format: LevelFormat.DECIMAL, text: "%1.", alignment: AlignmentType.LEFT,
style: { paragraph: { indent: { left: 720, hanging: 360 } } } }] },
]
},
sections: [{
children: [
new Paragraph({ numbering: { reference: "bullets", level: 0 },
children: [new TextRun("Bullet item")] }),
new Paragraph({ numbering: { reference: "numbers", level: 0 },
children: [new TextRun("Numbered item")] }),
]
}]
});
// ⚠️ Each reference creates INDEPENDENT numbering
// Same reference = continues (1,2,3 then 4,5,6)
// Different reference = restarts (1,2,3 then 1,2,3)
```
### Tables
**CRITICAL: Tables need dual widths** - set both `columnWidths` on the table AND `width` on each cell. Without both, tables render incorrectly on some platforms.
```javascript
// CRITICAL: Always set table width for consistent rendering
// CRITICAL: Use ShadingType.CLEAR (not SOLID) to prevent black backgrounds
const border = { style: BorderStyle.SINGLE, size: 1, color: "CCCCCC" };
const borders = { top: border, bottom: border, left: border, right: border };
new Table({
width: { size: 9360, type: WidthType.DXA }, // Always use DXA (percentages break in Google Docs)
columnWidths: [4680, 4680], // Must sum to table width (DXA: 1440 = 1 inch)
rows: [
new TableRow({
children: [
new TableCell({
borders,
width: { size: 4680, type: WidthType.DXA }, // Also set on each cell
shading: { fill: "D5E8F0", type: ShadingType.CLEAR }, // CLEAR not SOLID
margins: { top: 80, bottom: 80, left: 120, right: 120 }, // Cell padding (internal, not added to width)
children: [new Paragraph({ children: [new TextRun("Cell")] })]
})
]
})
]
})
```
**Table width calculation:**
Always use `WidthType.DXA``WidthType.PERCENTAGE` breaks in Google Docs.
```javascript
// Table width = sum of columnWidths = content width
// US Letter with 1" margins: 12240 - 2880 = 9360 DXA
width: { size: 9360, type: WidthType.DXA },
columnWidths: [7000, 2360] // Must sum to table width
```
**Width rules:**
- **Always use `WidthType.DXA`** — never `WidthType.PERCENTAGE` (incompatible with Google Docs)
- Table width must equal the sum of `columnWidths`
- Cell `width` must match corresponding `columnWidth`
- Cell `margins` are internal padding - they reduce content area, not add to cell width
- For full-width tables: use content width (page width minus left and right margins)
### Images
```javascript
// CRITICAL: type parameter is REQUIRED
new Paragraph({
children: [new ImageRun({
type: "png", // Required: png, jpg, jpeg, gif, bmp, svg
data: fs.readFileSync("image.png"),
transformation: { width: 200, height: 150 },
altText: { title: "Title", description: "Desc", name: "Name" } // All three required
})]
})
```
### Page Breaks
```javascript
// CRITICAL: PageBreak must be inside a Paragraph
new Paragraph({ children: [new PageBreak()] })
// Or use pageBreakBefore
new Paragraph({ pageBreakBefore: true, children: [new TextRun("New page")] })
```
### Table of Contents
```javascript
// CRITICAL: Headings must use HeadingLevel ONLY - no custom styles
new TableOfContents("Table of Contents", { hyperlink: true, headingStyleRange: "1-3" })
```
### Headers/Footers
```javascript
sections: [{
properties: {
page: { margin: { top: 1440, right: 1440, bottom: 1440, left: 1440 } } // 1440 = 1 inch
},
headers: {
default: new Header({ children: [new Paragraph({ children: [new TextRun("Header")] })] })
},
footers: {
default: new Footer({ children: [new Paragraph({
children: [new TextRun("Page "), new TextRun({ children: [PageNumber.CURRENT] })]
})] })
},
children: [/* content */]
}]
```
### Critical Rules for docx-js
- **Set page size explicitly** - docx-js defaults to A4; use US Letter (12240 x 15840 DXA) for US documents
- **Landscape: pass portrait dimensions** - docx-js swaps width/height internally; pass short edge as `width`, long edge as `height`, and set `orientation: PageOrientation.LANDSCAPE`
- **Never use `\n`** - use separate Paragraph elements
- **Never use unicode bullets** - use `LevelFormat.BULLET` with numbering config
- **PageBreak must be in Paragraph** - standalone creates invalid XML
- **ImageRun requires `type`** - always specify png/jpg/etc
- **Always set table `width` with DXA** - never use `WidthType.PERCENTAGE` (breaks in Google Docs)
- **Tables need dual widths** - `columnWidths` array AND cell `width`, both must match
- **Table width = sum of columnWidths** - for DXA, ensure they add up exactly
- **Always add cell margins** - use `margins: { top: 80, bottom: 80, left: 120, right: 120 }` for readable padding
- **Use `ShadingType.CLEAR`** - never SOLID for table shading
- **TOC requires HeadingLevel only** - no custom styles on heading paragraphs
- **Override built-in styles** - use exact IDs: "Heading1", "Heading2", etc.
- **Include `outlineLevel`** - required for TOC (0 for H1, 1 for H2, etc.)
---
## Editing Existing Documents
**Follow all 3 steps in order.**
### Step 1: Unpack
```bash
python scripts/office/unpack.py document.docx unpacked/
```
Extracts XML, pretty-prints, merges adjacent runs, and converts smart quotes to XML entities (`&#x201C;` etc.) so they survive editing. Use `--merge-runs false` to skip run merging.
### Step 2: Edit XML
Edit files in `unpacked/word/`. See XML Reference below for patterns.
**Use "Claude" as the author** for tracked changes and comments, unless the user explicitly requests use of a different name.
**Use the Edit tool directly for string replacement. Do not write Python scripts.** Scripts introduce unnecessary complexity. The Edit tool shows exactly what is being replaced.
**CRITICAL: Use smart quotes for new content.** When adding text with apostrophes or quotes, use XML entities to produce smart quotes:
```xml
<!-- Use these entities for professional typography -->
<w:t>Here&#x2019;s a quote: &#x201C;Hello&#x201D;</w:t>
```
| Entity | Character |
|--------|-----------|
| `&#x2018;` | (left single) |
| `&#x2019;` | (right single / apostrophe) |
| `&#x201C;` | “ (left double) |
| `&#x201D;` | ” (right double) |
**Adding comments:** Use `comment.py` to handle boilerplate across multiple XML files (text must be pre-escaped XML):
```bash
python scripts/comment.py unpacked/ 0 "Comment text with &amp; and &#x2019;"
python scripts/comment.py unpacked/ 1 "Reply text" --parent 0 # reply to comment 0
python scripts/comment.py unpacked/ 0 "Text" --author "Custom Author" # custom author name
```
Then add markers to document.xml (see Comments in XML Reference).
### Step 3: Pack
```bash
python scripts/office/pack.py unpacked/ output.docx --original document.docx
```
Validates with auto-repair, condenses XML, and creates DOCX. Use `--validate false` to skip.
**Auto-repair will fix:**
- `durableId` >= 0x7FFFFFFF (regenerates valid ID)
- Missing `xml:space="preserve"` on `<w:t>` with whitespace
**Auto-repair won't fix:**
- Malformed XML, invalid element nesting, missing relationships, schema violations
### Common Pitfalls
- **Replace entire `<w:r>` elements**: When adding tracked changes, replace the whole `<w:r>...</w:r>` block with `<w:del>...<w:ins>...` as siblings. Don't inject tracked change tags inside a run.
- **Preserve `<w:rPr>` formatting**: Copy the original run's `<w:rPr>` block into your tracked change runs to maintain bold, font size, etc.
---
## XML Reference
### Schema Compliance
- **Element order in `<w:pPr>`**: `<w:pStyle>`, `<w:numPr>`, `<w:spacing>`, `<w:ind>`, `<w:jc>`, `<w:rPr>` last
- **Whitespace**: Add `xml:space="preserve"` to `<w:t>` with leading/trailing spaces
- **RSIDs**: Must be 8-digit hex (e.g., `00AB1234`)
### Tracked Changes
**Insertion:**
```xml
<w:ins w:id="1" w:author="Claude" w:date="2025-01-01T00:00:00Z">
<w:r><w:t>inserted text</w:t></w:r>
</w:ins>
```
**Deletion:**
```xml
<w:del w:id="2" w:author="Claude" w:date="2025-01-01T00:00:00Z">
<w:r><w:delText>deleted text</w:delText></w:r>
</w:del>
```
**Inside `<w:del>`**: Use `<w:delText>` instead of `<w:t>`, and `<w:delInstrText>` instead of `<w:instrText>`.
**Minimal edits** - only mark what changes:
```xml
<!-- Change "30 days" to "60 days" -->
<w:r><w:t>The term is </w:t></w:r>
<w:del w:id="1" w:author="Claude" w:date="...">
<w:r><w:delText>30</w:delText></w:r>
</w:del>
<w:ins w:id="2" w:author="Claude" w:date="...">
<w:r><w:t>60</w:t></w:r>
</w:ins>
<w:r><w:t> days.</w:t></w:r>
```
**Deleting entire paragraphs/list items** - when removing ALL content from a paragraph, also mark the paragraph mark as deleted so it merges with the next paragraph. Add `<w:del/>` inside `<w:pPr><w:rPr>`:
```xml
<w:p>
<w:pPr>
<w:numPr>...</w:numPr> <!-- list numbering if present -->
<w:rPr>
<w:del w:id="1" w:author="Claude" w:date="2025-01-01T00:00:00Z"/>
</w:rPr>
</w:pPr>
<w:del w:id="2" w:author="Claude" w:date="2025-01-01T00:00:00Z">
<w:r><w:delText>Entire paragraph content being deleted...</w:delText></w:r>
</w:del>
</w:p>
```
Without the `<w:del/>` in `<w:pPr><w:rPr>`, accepting changes leaves an empty paragraph/list item.
**Rejecting another author's insertion** - nest deletion inside their insertion:
```xml
<w:ins w:author="Jane" w:id="5">
<w:del w:author="Claude" w:id="10">
<w:r><w:delText>their inserted text</w:delText></w:r>
</w:del>
</w:ins>
```
**Restoring another author's deletion** - add insertion after (don't modify their deletion):
```xml
<w:del w:author="Jane" w:id="5">
<w:r><w:delText>deleted text</w:delText></w:r>
</w:del>
<w:ins w:author="Claude" w:id="10">
<w:r><w:t>deleted text</w:t></w:r>
</w:ins>
```
### Comments
After running `comment.py` (see Step 2), add markers to document.xml. For replies, use `--parent` flag and nest markers inside the parent's.
**CRITICAL: `<w:commentRangeStart>` and `<w:commentRangeEnd>` are siblings of `<w:r>`, never inside `<w:r>`.**
```xml
<!-- Comment markers are direct children of w:p, never inside w:r -->
<w:commentRangeStart w:id="0"/>
<w:del w:id="1" w:author="Claude" w:date="2025-01-01T00:00:00Z">
<w:r><w:delText>deleted</w:delText></w:r>
</w:del>
<w:r><w:t> more text</w:t></w:r>
<w:commentRangeEnd w:id="0"/>
<w:r><w:rPr><w:rStyle w:val="CommentReference"/></w:rPr><w:commentReference w:id="0"/></w:r>
<!-- Comment 0 with reply 1 nested inside -->
<w:commentRangeStart w:id="0"/>
<w:commentRangeStart w:id="1"/>
<w:r><w:t>text</w:t></w:r>
<w:commentRangeEnd w:id="1"/>
<w:commentRangeEnd w:id="0"/>
<w:r><w:rPr><w:rStyle w:val="CommentReference"/></w:rPr><w:commentReference w:id="0"/></w:r>
<w:r><w:rPr><w:rStyle w:val="CommentReference"/></w:rPr><w:commentReference w:id="1"/></w:r>
```
### Images
1. Add image file to `word/media/`
2. Add relationship to `word/_rels/document.xml.rels`:
```xml
<Relationship Id="rId5" Type=".../image" Target="media/image1.png"/>
```
3. Add content type to `[Content_Types].xml`:
```xml
<Default Extension="png" ContentType="image/png"/>
```
4. Reference in document.xml:
```xml
<w:drawing>
<wp:inline>
<wp:extent cx="914400" cy="914400"/> <!-- EMUs: 914400 = 1 inch -->
<a:graphic>
<a:graphicData uri=".../picture">
<pic:pic>
<pic:blipFill><a:blip r:embed="rId5"/></pic:blipFill>
</pic:pic>
</a:graphicData>
</a:graphic>
</wp:inline>
</w:drawing>
```
---
## Dependencies
- **pandoc**: Text extraction
- **docx**: `npm install -g docx` (new documents)
- **LibreOffice**: PDF conversion (auto-configured for sandboxed environments via `scripts/office/soffice.py`)
- **Poppler**: `pdftoppm` for images

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"""Accept all tracked changes in a DOCX file using LibreOffice.
Requires LibreOffice (soffice) to be installed.
"""
import argparse
import logging
import shutil
import subprocess
from pathlib import Path
from office.soffice import get_soffice_env
logger = logging.getLogger(__name__)
LIBREOFFICE_PROFILE = "/tmp/libreoffice_docx_profile"
MACRO_DIR = f"{LIBREOFFICE_PROFILE}/user/basic/Standard"
ACCEPT_CHANGES_MACRO = """<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE script:module PUBLIC "-//OpenOffice.org//DTD OfficeDocument 1.0//EN" "module.dtd">
<script:module xmlns:script="http://openoffice.org/2000/script" script:name="Module1" script:language="StarBasic">
Sub AcceptAllTrackedChanges()
Dim document As Object
Dim dispatcher As Object
document = ThisComponent.CurrentController.Frame
dispatcher = createUnoService("com.sun.star.frame.DispatchHelper")
dispatcher.executeDispatch(document, ".uno:AcceptAllTrackedChanges", "", 0, Array())
ThisComponent.store()
ThisComponent.close(True)
End Sub
</script:module>"""
def accept_changes(
input_file: str,
output_file: str,
) -> tuple[None, str]:
input_path = Path(input_file)
output_path = Path(output_file)
if not input_path.exists():
return None, f"Error: Input file not found: {input_file}"
if not input_path.suffix.lower() == ".docx":
return None, f"Error: Input file is not a DOCX file: {input_file}"
try:
output_path.parent.mkdir(parents=True, exist_ok=True)
shutil.copy2(input_path, output_path)
except Exception as e:
return None, f"Error: Failed to copy input file to output location: {e}"
if not _setup_libreoffice_macro():
return None, "Error: Failed to setup LibreOffice macro"
cmd = [
"soffice",
"--headless",
f"-env:UserInstallation=file://{LIBREOFFICE_PROFILE}",
"--norestore",
"vnd.sun.star.script:Standard.Module1.AcceptAllTrackedChanges?language=Basic&location=application",
str(output_path.absolute()),
]
try:
result = subprocess.run(
cmd,
capture_output=True,
text=True,
timeout=30,
check=False,
env=get_soffice_env(),
)
except subprocess.TimeoutExpired:
return (
None,
f"Successfully accepted all tracked changes: {input_file} -> {output_file}",
)
if result.returncode != 0:
return None, f"Error: LibreOffice failed: {result.stderr}"
return (
None,
f"Successfully accepted all tracked changes: {input_file} -> {output_file}",
)
def _setup_libreoffice_macro() -> bool:
macro_dir = Path(MACRO_DIR)
macro_file = macro_dir / "Module1.xba"
if macro_file.exists() and "AcceptAllTrackedChanges" in macro_file.read_text():
return True
if not macro_dir.exists():
subprocess.run(
[
"soffice",
"--headless",
f"-env:UserInstallation=file://{LIBREOFFICE_PROFILE}",
"--terminate_after_init",
],
capture_output=True,
timeout=10,
check=False,
env=get_soffice_env(),
)
macro_dir.mkdir(parents=True, exist_ok=True)
try:
macro_file.write_text(ACCEPT_CHANGES_MACRO)
return True
except Exception as e:
logger.warning(f"Failed to setup LibreOffice macro: {e}")
return False
if __name__ == "__main__":
parser = argparse.ArgumentParser(
description="Accept all tracked changes in a DOCX file"
)
parser.add_argument("input_file", help="Input DOCX file with tracked changes")
parser.add_argument(
"output_file", help="Output DOCX file (clean, no tracked changes)"
)
args = parser.parse_args()
_, message = accept_changes(args.input_file, args.output_file)
print(message)
if "Error" in message:
raise SystemExit(1)

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"""Add comments to DOCX documents.
Usage:
python comment.py unpacked/ 0 "Comment text"
python comment.py unpacked/ 1 "Reply text" --parent 0
Text should be pre-escaped XML (e.g., &amp; for &, &#x2019; for smart quotes).
After running, add markers to document.xml:
<w:commentRangeStart w:id="0"/>
... commented content ...
<w:commentRangeEnd w:id="0"/>
<w:r><w:rPr><w:rStyle w:val="CommentReference"/></w:rPr><w:commentReference w:id="0"/></w:r>
"""
import argparse
import random
import shutil
import sys
from datetime import datetime, timezone
from pathlib import Path
import defusedxml.minidom
TEMPLATE_DIR = Path(__file__).parent / "templates"
NS = {
"w": "http://schemas.openxmlformats.org/wordprocessingml/2006/main",
"w14": "http://schemas.microsoft.com/office/word/2010/wordml",
"w15": "http://schemas.microsoft.com/office/word/2012/wordml",
"w16cid": "http://schemas.microsoft.com/office/word/2016/wordml/cid",
"w16cex": "http://schemas.microsoft.com/office/word/2018/wordml/cex",
}
COMMENT_XML = """\
<w:comment w:id="{id}" w:author="{author}" w:date="{date}" w:initials="{initials}">
<w:p w14:paraId="{para_id}" w14:textId="77777777">
<w:r>
<w:rPr><w:rStyle w:val="CommentReference"/></w:rPr>
<w:annotationRef/>
</w:r>
<w:r>
<w:rPr>
<w:color w:val="000000"/>
<w:sz w:val="20"/>
<w:szCs w:val="20"/>
</w:rPr>
<w:t>{text}</w:t>
</w:r>
</w:p>
</w:comment>"""
COMMENT_MARKER_TEMPLATE = """
Add to document.xml (markers must be direct children of w:p, never inside w:r):
<w:commentRangeStart w:id="{cid}"/>
<w:r>...</w:r>
<w:commentRangeEnd w:id="{cid}"/>
<w:r><w:rPr><w:rStyle w:val="CommentReference"/></w:rPr><w:commentReference w:id="{cid}"/></w:r>"""
REPLY_MARKER_TEMPLATE = """
Nest markers inside parent {pid}'s markers (markers must be direct children of w:p, never inside w:r):
<w:commentRangeStart w:id="{pid}"/><w:commentRangeStart w:id="{cid}"/>
<w:r>...</w:r>
<w:commentRangeEnd w:id="{cid}"/><w:commentRangeEnd w:id="{pid}"/>
<w:r><w:rPr><w:rStyle w:val="CommentReference"/></w:rPr><w:commentReference w:id="{pid}"/></w:r>
<w:r><w:rPr><w:rStyle w:val="CommentReference"/></w:rPr><w:commentReference w:id="{cid}"/></w:r>"""
def _generate_hex_id() -> str:
return f"{random.randint(0, 0x7FFFFFFE):08X}"
SMART_QUOTE_ENTITIES = {
"\u201c": "&#x201C;",
"\u201d": "&#x201D;",
"\u2018": "&#x2018;",
"\u2019": "&#x2019;",
}
def _encode_smart_quotes(text: str) -> str:
for char, entity in SMART_QUOTE_ENTITIES.items():
text = text.replace(char, entity)
return text
def _append_xml(xml_path: Path, root_tag: str, content: str) -> None:
dom = defusedxml.minidom.parseString(xml_path.read_text(encoding="utf-8"))
root = dom.getElementsByTagName(root_tag)[0]
ns_attrs = " ".join(f'xmlns:{k}="{v}"' for k, v in NS.items())
wrapper_dom = defusedxml.minidom.parseString(f"<root {ns_attrs}>{content}</root>")
for child in wrapper_dom.documentElement.childNodes:
if child.nodeType == child.ELEMENT_NODE:
root.appendChild(dom.importNode(child, True))
output = _encode_smart_quotes(dom.toxml(encoding="UTF-8").decode("utf-8"))
xml_path.write_text(output, encoding="utf-8")
def _find_para_id(comments_path: Path, comment_id: int) -> str | None:
dom = defusedxml.minidom.parseString(comments_path.read_text(encoding="utf-8"))
for c in dom.getElementsByTagName("w:comment"):
if c.getAttribute("w:id") == str(comment_id):
for p in c.getElementsByTagName("w:p"):
if pid := p.getAttribute("w14:paraId"):
return pid
return None
def _get_next_rid(rels_path: Path) -> int:
dom = defusedxml.minidom.parseString(rels_path.read_text(encoding="utf-8"))
max_rid = 0
for rel in dom.getElementsByTagName("Relationship"):
rid = rel.getAttribute("Id")
if rid and rid.startswith("rId"):
try:
max_rid = max(max_rid, int(rid[3:]))
except ValueError:
pass
return max_rid + 1
def _has_relationship(rels_path: Path, target: str) -> bool:
dom = defusedxml.minidom.parseString(rels_path.read_text(encoding="utf-8"))
for rel in dom.getElementsByTagName("Relationship"):
if rel.getAttribute("Target") == target:
return True
return False
def _has_content_type(ct_path: Path, part_name: str) -> bool:
dom = defusedxml.minidom.parseString(ct_path.read_text(encoding="utf-8"))
for override in dom.getElementsByTagName("Override"):
if override.getAttribute("PartName") == part_name:
return True
return False
def _ensure_comment_relationships(unpacked_dir: Path) -> None:
rels_path = unpacked_dir / "word" / "_rels" / "document.xml.rels"
if not rels_path.exists():
return
if _has_relationship(rels_path, "comments.xml"):
return
dom = defusedxml.minidom.parseString(rels_path.read_text(encoding="utf-8"))
root = dom.documentElement
next_rid = _get_next_rid(rels_path)
rels = [
(
"http://schemas.openxmlformats.org/officeDocument/2006/relationships/comments",
"comments.xml",
),
(
"http://schemas.microsoft.com/office/2011/relationships/commentsExtended",
"commentsExtended.xml",
),
(
"http://schemas.microsoft.com/office/2016/09/relationships/commentsIds",
"commentsIds.xml",
),
(
"http://schemas.microsoft.com/office/2018/08/relationships/commentsExtensible",
"commentsExtensible.xml",
),
]
for rel_type, target in rels:
rel = dom.createElement("Relationship")
rel.setAttribute("Id", f"rId{next_rid}")
rel.setAttribute("Type", rel_type)
rel.setAttribute("Target", target)
root.appendChild(rel)
next_rid += 1
rels_path.write_bytes(dom.toxml(encoding="UTF-8"))
def _ensure_comment_content_types(unpacked_dir: Path) -> None:
ct_path = unpacked_dir / "[Content_Types].xml"
if not ct_path.exists():
return
if _has_content_type(ct_path, "/word/comments.xml"):
return
dom = defusedxml.minidom.parseString(ct_path.read_text(encoding="utf-8"))
root = dom.documentElement
overrides = [
(
"/word/comments.xml",
"application/vnd.openxmlformats-officedocument.wordprocessingml.comments+xml",
),
(
"/word/commentsExtended.xml",
"application/vnd.openxmlformats-officedocument.wordprocessingml.commentsExtended+xml",
),
(
"/word/commentsIds.xml",
"application/vnd.openxmlformats-officedocument.wordprocessingml.commentsIds+xml",
),
(
"/word/commentsExtensible.xml",
"application/vnd.openxmlformats-officedocument.wordprocessingml.commentsExtensible+xml",
),
]
for part_name, content_type in overrides:
override = dom.createElement("Override")
override.setAttribute("PartName", part_name)
override.setAttribute("ContentType", content_type)
root.appendChild(override)
ct_path.write_bytes(dom.toxml(encoding="UTF-8"))
def add_comment(
unpacked_dir: str,
comment_id: int,
text: str,
author: str = "Claude",
initials: str = "C",
parent_id: int | None = None,
) -> tuple[str, str]:
word = Path(unpacked_dir) / "word"
if not word.exists():
return "", f"Error: {word} not found"
para_id, durable_id = _generate_hex_id(), _generate_hex_id()
ts = datetime.now(timezone.utc).strftime("%Y-%m-%dT%H:%M:%SZ")
comments = word / "comments.xml"
first_comment = not comments.exists()
if first_comment:
shutil.copy(TEMPLATE_DIR / "comments.xml", comments)
_ensure_comment_relationships(Path(unpacked_dir))
_ensure_comment_content_types(Path(unpacked_dir))
_append_xml(
comments,
"w:comments",
COMMENT_XML.format(
id=comment_id,
author=author,
date=ts,
initials=initials,
para_id=para_id,
text=text,
),
)
ext = word / "commentsExtended.xml"
if not ext.exists():
shutil.copy(TEMPLATE_DIR / "commentsExtended.xml", ext)
if parent_id is not None:
parent_para = _find_para_id(comments, parent_id)
if not parent_para:
return "", f"Error: Parent comment {parent_id} not found"
_append_xml(
ext,
"w15:commentsEx",
f'<w15:commentEx w15:paraId="{para_id}" w15:paraIdParent="{parent_para}" w15:done="0"/>',
)
else:
_append_xml(
ext,
"w15:commentsEx",
f'<w15:commentEx w15:paraId="{para_id}" w15:done="0"/>',
)
ids = word / "commentsIds.xml"
if not ids.exists():
shutil.copy(TEMPLATE_DIR / "commentsIds.xml", ids)
_append_xml(
ids,
"w16cid:commentsIds",
f'<w16cid:commentId w16cid:paraId="{para_id}" w16cid:durableId="{durable_id}"/>',
)
extensible = word / "commentsExtensible.xml"
if not extensible.exists():
shutil.copy(TEMPLATE_DIR / "commentsExtensible.xml", extensible)
_append_xml(
extensible,
"w16cex:commentsExtensible",
f'<w16cex:commentExtensible w16cex:durableId="{durable_id}" w16cex:dateUtc="{ts}"/>',
)
action = "reply" if parent_id is not None else "comment"
return para_id, f"Added {action} {comment_id} (para_id={para_id})"
if __name__ == "__main__":
p = argparse.ArgumentParser(description="Add comments to DOCX documents")
p.add_argument("unpacked_dir", help="Unpacked DOCX directory")
p.add_argument("comment_id", type=int, help="Comment ID (must be unique)")
p.add_argument("text", help="Comment text")
p.add_argument("--author", default="Claude", help="Author name")
p.add_argument("--initials", default="C", help="Author initials")
p.add_argument("--parent", type=int, help="Parent comment ID (for replies)")
args = p.parse_args()
para_id, msg = add_comment(
args.unpacked_dir,
args.comment_id,
args.text,
args.author,
args.initials,
args.parent,
)
print(msg)
if "Error" in msg:
sys.exit(1)
cid = args.comment_id
if args.parent is not None:
print(REPLY_MARKER_TEMPLATE.format(pid=args.parent, cid=cid))
else:
print(COMMENT_MARKER_TEMPLATE.format(cid=cid))

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"""Merge adjacent runs with identical formatting in DOCX.
Merges adjacent <w:r> elements that have identical <w:rPr> properties.
Works on runs in paragraphs and inside tracked changes (<w:ins>, <w:del>).
Also:
- Removes rsid attributes from runs (revision metadata that doesn't affect rendering)
- Removes proofErr elements (spell/grammar markers that block merging)
"""
from pathlib import Path
import defusedxml.minidom
def merge_runs(input_dir: str) -> tuple[int, str]:
doc_xml = Path(input_dir) / "word" / "document.xml"
if not doc_xml.exists():
return 0, f"Error: {doc_xml} not found"
try:
dom = defusedxml.minidom.parseString(doc_xml.read_text(encoding="utf-8"))
root = dom.documentElement
_remove_elements(root, "proofErr")
_strip_run_rsid_attrs(root)
containers = {run.parentNode for run in _find_elements(root, "r")}
merge_count = 0
for container in containers:
merge_count += _merge_runs_in(container)
doc_xml.write_bytes(dom.toxml(encoding="UTF-8"))
return merge_count, f"Merged {merge_count} runs"
except Exception as e:
return 0, f"Error: {e}"
def _find_elements(root, tag: str) -> list:
results = []
def traverse(node):
if node.nodeType == node.ELEMENT_NODE:
name = node.localName or node.tagName
if name == tag or name.endswith(f":{tag}"):
results.append(node)
for child in node.childNodes:
traverse(child)
traverse(root)
return results
def _get_child(parent, tag: str):
for child in parent.childNodes:
if child.nodeType == child.ELEMENT_NODE:
name = child.localName or child.tagName
if name == tag or name.endswith(f":{tag}"):
return child
return None
def _get_children(parent, tag: str) -> list:
results = []
for child in parent.childNodes:
if child.nodeType == child.ELEMENT_NODE:
name = child.localName or child.tagName
if name == tag or name.endswith(f":{tag}"):
results.append(child)
return results
def _is_adjacent(elem1, elem2) -> bool:
node = elem1.nextSibling
while node:
if node == elem2:
return True
if node.nodeType == node.ELEMENT_NODE:
return False
if node.nodeType == node.TEXT_NODE and node.data.strip():
return False
node = node.nextSibling
return False
def _remove_elements(root, tag: str):
for elem in _find_elements(root, tag):
if elem.parentNode:
elem.parentNode.removeChild(elem)
def _strip_run_rsid_attrs(root):
for run in _find_elements(root, "r"):
for attr in list(run.attributes.values()):
if "rsid" in attr.name.lower():
run.removeAttribute(attr.name)
def _merge_runs_in(container) -> int:
merge_count = 0
run = _first_child_run(container)
while run:
while True:
next_elem = _next_element_sibling(run)
if next_elem and _is_run(next_elem) and _can_merge(run, next_elem):
_merge_run_content(run, next_elem)
container.removeChild(next_elem)
merge_count += 1
else:
break
_consolidate_text(run)
run = _next_sibling_run(run)
return merge_count
def _first_child_run(container):
for child in container.childNodes:
if child.nodeType == child.ELEMENT_NODE and _is_run(child):
return child
return None
def _next_element_sibling(node):
sibling = node.nextSibling
while sibling:
if sibling.nodeType == sibling.ELEMENT_NODE:
return sibling
sibling = sibling.nextSibling
return None
def _next_sibling_run(node):
sibling = node.nextSibling
while sibling:
if sibling.nodeType == sibling.ELEMENT_NODE:
if _is_run(sibling):
return sibling
sibling = sibling.nextSibling
return None
def _is_run(node) -> bool:
name = node.localName or node.tagName
return name == "r" or name.endswith(":r")
def _can_merge(run1, run2) -> bool:
rpr1 = _get_child(run1, "rPr")
rpr2 = _get_child(run2, "rPr")
if (rpr1 is None) != (rpr2 is None):
return False
if rpr1 is None:
return True
return rpr1.toxml() == rpr2.toxml()
def _merge_run_content(target, source):
for child in list(source.childNodes):
if child.nodeType == child.ELEMENT_NODE:
name = child.localName or child.tagName
if name != "rPr" and not name.endswith(":rPr"):
target.appendChild(child)
def _consolidate_text(run):
t_elements = _get_children(run, "t")
for i in range(len(t_elements) - 1, 0, -1):
curr, prev = t_elements[i], t_elements[i - 1]
if _is_adjacent(prev, curr):
prev_text = prev.firstChild.data if prev.firstChild else ""
curr_text = curr.firstChild.data if curr.firstChild else ""
merged = prev_text + curr_text
if prev.firstChild:
prev.firstChild.data = merged
else:
prev.appendChild(run.ownerDocument.createTextNode(merged))
if merged.startswith(" ") or merged.endswith(" "):
prev.setAttribute("xml:space", "preserve")
elif prev.hasAttribute("xml:space"):
prev.removeAttribute("xml:space")
run.removeChild(curr)

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"""Simplify tracked changes by merging adjacent w:ins or w:del elements.
Merges adjacent <w:ins> elements from the same author into a single element.
Same for <w:del> elements. This makes heavily-redlined documents easier to
work with by reducing the number of tracked change wrappers.
Rules:
- Only merges w:ins with w:ins, w:del with w:del (same element type)
- Only merges if same author (ignores timestamp differences)
- Only merges if truly adjacent (only whitespace between them)
"""
import xml.etree.ElementTree as ET
import zipfile
from pathlib import Path
import defusedxml.minidom
WORD_NS = "http://schemas.openxmlformats.org/wordprocessingml/2006/main"
def simplify_redlines(input_dir: str) -> tuple[int, str]:
doc_xml = Path(input_dir) / "word" / "document.xml"
if not doc_xml.exists():
return 0, f"Error: {doc_xml} not found"
try:
dom = defusedxml.minidom.parseString(doc_xml.read_text(encoding="utf-8"))
root = dom.documentElement
merge_count = 0
containers = _find_elements(root, "p") + _find_elements(root, "tc")
for container in containers:
merge_count += _merge_tracked_changes_in(container, "ins")
merge_count += _merge_tracked_changes_in(container, "del")
doc_xml.write_bytes(dom.toxml(encoding="UTF-8"))
return merge_count, f"Simplified {merge_count} tracked changes"
except Exception as e:
return 0, f"Error: {e}"
def _merge_tracked_changes_in(container, tag: str) -> int:
merge_count = 0
tracked = [
child
for child in container.childNodes
if child.nodeType == child.ELEMENT_NODE and _is_element(child, tag)
]
if len(tracked) < 2:
return 0
i = 0
while i < len(tracked) - 1:
curr = tracked[i]
next_elem = tracked[i + 1]
if _can_merge_tracked(curr, next_elem):
_merge_tracked_content(curr, next_elem)
container.removeChild(next_elem)
tracked.pop(i + 1)
merge_count += 1
else:
i += 1
return merge_count
def _is_element(node, tag: str) -> bool:
name = node.localName or node.tagName
return name == tag or name.endswith(f":{tag}")
def _get_author(elem) -> str:
author = elem.getAttribute("w:author")
if not author:
for attr in elem.attributes.values():
if attr.localName == "author" or attr.name.endswith(":author"):
return attr.value
return author
def _can_merge_tracked(elem1, elem2) -> bool:
if _get_author(elem1) != _get_author(elem2):
return False
node = elem1.nextSibling
while node and node != elem2:
if node.nodeType == node.ELEMENT_NODE:
return False
if node.nodeType == node.TEXT_NODE and node.data.strip():
return False
node = node.nextSibling
return True
def _merge_tracked_content(target, source):
while source.firstChild:
child = source.firstChild
source.removeChild(child)
target.appendChild(child)
def _find_elements(root, tag: str) -> list:
results = []
def traverse(node):
if node.nodeType == node.ELEMENT_NODE:
name = node.localName or node.tagName
if name == tag or name.endswith(f":{tag}"):
results.append(node)
for child in node.childNodes:
traverse(child)
traverse(root)
return results
def get_tracked_change_authors(doc_xml_path: Path) -> dict[str, int]:
if not doc_xml_path.exists():
return {}
try:
tree = ET.parse(doc_xml_path)
root = tree.getroot()
except ET.ParseError:
return {}
namespaces = {"w": WORD_NS}
author_attr = f"{{{WORD_NS}}}author"
authors: dict[str, int] = {}
for tag in ["ins", "del"]:
for elem in root.findall(f".//w:{tag}", namespaces):
author = elem.get(author_attr)
if author:
authors[author] = authors.get(author, 0) + 1
return authors
def _get_authors_from_docx(docx_path: Path) -> dict[str, int]:
try:
with zipfile.ZipFile(docx_path, "r") as zf:
if "word/document.xml" not in zf.namelist():
return {}
with zf.open("word/document.xml") as f:
tree = ET.parse(f)
root = tree.getroot()
namespaces = {"w": WORD_NS}
author_attr = f"{{{WORD_NS}}}author"
authors: dict[str, int] = {}
for tag in ["ins", "del"]:
for elem in root.findall(f".//w:{tag}", namespaces):
author = elem.get(author_attr)
if author:
authors[author] = authors.get(author, 0) + 1
return authors
except (zipfile.BadZipFile, ET.ParseError):
return {}
def infer_author(modified_dir: Path, original_docx: Path, default: str = "Claude") -> str:
modified_xml = modified_dir / "word" / "document.xml"
modified_authors = get_tracked_change_authors(modified_xml)
if not modified_authors:
return default
original_authors = _get_authors_from_docx(original_docx)
new_changes: dict[str, int] = {}
for author, count in modified_authors.items():
original_count = original_authors.get(author, 0)
diff = count - original_count
if diff > 0:
new_changes[author] = diff
if not new_changes:
return default
if len(new_changes) == 1:
return next(iter(new_changes))
raise ValueError(
f"Multiple authors added new changes: {new_changes}. "
"Cannot infer which author to validate."
)

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"""Pack a directory into a DOCX, PPTX, or XLSX file.
Validates with auto-repair, condenses XML formatting, and creates the Office file.
Usage:
python pack.py <input_directory> <output_file> [--original <file>] [--validate true|false]
Examples:
python pack.py unpacked/ output.docx --original input.docx
python pack.py unpacked/ output.pptx --validate false
"""
import argparse
import sys
import shutil
import tempfile
import zipfile
from pathlib import Path
import defusedxml.minidom
from validators import DOCXSchemaValidator, PPTXSchemaValidator, RedliningValidator
def pack(
input_directory: str,
output_file: str,
original_file: str | None = None,
validate: bool = True,
infer_author_func=None,
) -> tuple[None, str]:
input_dir = Path(input_directory)
output_path = Path(output_file)
suffix = output_path.suffix.lower()
if not input_dir.is_dir():
return None, f"Error: {input_dir} is not a directory"
if suffix not in {".docx", ".pptx", ".xlsx"}:
return None, f"Error: {output_file} must be a .docx, .pptx, or .xlsx file"
if validate and original_file:
original_path = Path(original_file)
if original_path.exists():
success, output = _run_validation(
input_dir, original_path, suffix, infer_author_func
)
if output:
print(output)
if not success:
return None, f"Error: Validation failed for {input_dir}"
with tempfile.TemporaryDirectory() as temp_dir:
temp_content_dir = Path(temp_dir) / "content"
shutil.copytree(input_dir, temp_content_dir)
for pattern in ["*.xml", "*.rels"]:
for xml_file in temp_content_dir.rglob(pattern):
_condense_xml(xml_file)
output_path.parent.mkdir(parents=True, exist_ok=True)
with zipfile.ZipFile(output_path, "w", zipfile.ZIP_DEFLATED) as zf:
for f in temp_content_dir.rglob("*"):
if f.is_file():
zf.write(f, f.relative_to(temp_content_dir))
return None, f"Successfully packed {input_dir} to {output_file}"
def _run_validation(
unpacked_dir: Path,
original_file: Path,
suffix: str,
infer_author_func=None,
) -> tuple[bool, str | None]:
output_lines = []
validators = []
if suffix == ".docx":
author = "Claude"
if infer_author_func:
try:
author = infer_author_func(unpacked_dir, original_file)
except ValueError as e:
print(f"Warning: {e} Using default author 'Claude'.", file=sys.stderr)
validators = [
DOCXSchemaValidator(unpacked_dir, original_file),
RedliningValidator(unpacked_dir, original_file, author=author),
]
elif suffix == ".pptx":
validators = [PPTXSchemaValidator(unpacked_dir, original_file)]
if not validators:
return True, None
total_repairs = sum(v.repair() for v in validators)
if total_repairs:
output_lines.append(f"Auto-repaired {total_repairs} issue(s)")
success = all(v.validate() for v in validators)
if success:
output_lines.append("All validations PASSED!")
return success, "\n".join(output_lines) if output_lines else None
def _condense_xml(xml_file: Path) -> None:
try:
with open(xml_file, encoding="utf-8") as f:
dom = defusedxml.minidom.parse(f)
for element in dom.getElementsByTagName("*"):
if element.tagName.endswith(":t"):
continue
for child in list(element.childNodes):
if (
child.nodeType == child.TEXT_NODE
and child.nodeValue
and child.nodeValue.strip() == ""
) or child.nodeType == child.COMMENT_NODE:
element.removeChild(child)
xml_file.write_bytes(dom.toxml(encoding="UTF-8"))
except Exception as e:
print(f"ERROR: Failed to parse {xml_file.name}: {e}", file=sys.stderr)
raise
if __name__ == "__main__":
parser = argparse.ArgumentParser(
description="Pack a directory into a DOCX, PPTX, or XLSX file"
)
parser.add_argument("input_directory", help="Unpacked Office document directory")
parser.add_argument("output_file", help="Output Office file (.docx/.pptx/.xlsx)")
parser.add_argument(
"--original",
help="Original file for validation comparison",
)
parser.add_argument(
"--validate",
type=lambda x: x.lower() == "true",
default=True,
metavar="true|false",
help="Run validation with auto-repair (default: true)",
)
args = parser.parse_args()
_, message = pack(
args.input_directory,
args.output_file,
original_file=args.original,
validate=args.validate,
)
print(message)
if "Error" in message:
sys.exit(1)

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<?xml version="1.0" encoding="utf-8"?>
<xsd:schema xmlns:xsd="http://www.w3.org/2001/XMLSchema"
xmlns:a="http://schemas.openxmlformats.org/drawingml/2006/main"
xmlns="http://schemas.openxmlformats.org/drawingml/2006/chartDrawing"
targetNamespace="http://schemas.openxmlformats.org/drawingml/2006/chartDrawing"
elementFormDefault="qualified">
<xsd:import namespace="http://schemas.openxmlformats.org/drawingml/2006/main"
schemaLocation="dml-main.xsd"/>
<xsd:complexType name="CT_ShapeNonVisual">
<xsd:sequence>
<xsd:element name="cNvPr" type="a:CT_NonVisualDrawingProps" minOccurs="1" maxOccurs="1"/>
<xsd:element name="cNvSpPr" type="a:CT_NonVisualDrawingShapeProps" minOccurs="1" maxOccurs="1"
/>
</xsd:sequence>
</xsd:complexType>
<xsd:complexType name="CT_Shape">
<xsd:sequence>
<xsd:element name="nvSpPr" type="CT_ShapeNonVisual" minOccurs="1" maxOccurs="1"/>
<xsd:element name="spPr" type="a:CT_ShapeProperties" minOccurs="1" maxOccurs="1"/>
<xsd:element name="style" type="a:CT_ShapeStyle" minOccurs="0" maxOccurs="1"/>
<xsd:element name="txBody" type="a:CT_TextBody" minOccurs="0" maxOccurs="1"/>
</xsd:sequence>
<xsd:attribute name="macro" type="xsd:string" use="optional"/>
<xsd:attribute name="textlink" type="xsd:string" use="optional"/>
<xsd:attribute name="fLocksText" type="xsd:boolean" use="optional" default="true"/>
<xsd:attribute name="fPublished" type="xsd:boolean" use="optional" default="false"/>
</xsd:complexType>
<xsd:complexType name="CT_ConnectorNonVisual">
<xsd:sequence>
<xsd:element name="cNvPr" type="a:CT_NonVisualDrawingProps" minOccurs="1" maxOccurs="1"/>
<xsd:element name="cNvCxnSpPr" type="a:CT_NonVisualConnectorProperties" minOccurs="1"
maxOccurs="1"/>
</xsd:sequence>
</xsd:complexType>
<xsd:complexType name="CT_Connector">
<xsd:sequence>
<xsd:element name="nvCxnSpPr" type="CT_ConnectorNonVisual" minOccurs="1" maxOccurs="1"/>
<xsd:element name="spPr" type="a:CT_ShapeProperties" minOccurs="1" maxOccurs="1"/>
<xsd:element name="style" type="a:CT_ShapeStyle" minOccurs="0" maxOccurs="1"/>
</xsd:sequence>
<xsd:attribute name="macro" type="xsd:string" use="optional"/>
<xsd:attribute name="fPublished" type="xsd:boolean" use="optional" default="false"/>
</xsd:complexType>
<xsd:complexType name="CT_PictureNonVisual">
<xsd:sequence>
<xsd:element name="cNvPr" type="a:CT_NonVisualDrawingProps" minOccurs="1" maxOccurs="1"/>
<xsd:element name="cNvPicPr" type="a:CT_NonVisualPictureProperties" minOccurs="1"
maxOccurs="1"/>
</xsd:sequence>
</xsd:complexType>
<xsd:complexType name="CT_Picture">
<xsd:sequence>
<xsd:element name="nvPicPr" type="CT_PictureNonVisual" minOccurs="1" maxOccurs="1"/>
<xsd:element name="blipFill" type="a:CT_BlipFillProperties" minOccurs="1" maxOccurs="1"/>
<xsd:element name="spPr" type="a:CT_ShapeProperties" minOccurs="1" maxOccurs="1"/>
<xsd:element name="style" type="a:CT_ShapeStyle" minOccurs="0" maxOccurs="1"/>
</xsd:sequence>
<xsd:attribute name="macro" type="xsd:string" use="optional" default=""/>
<xsd:attribute name="fPublished" type="xsd:boolean" use="optional" default="false"/>
</xsd:complexType>
<xsd:complexType name="CT_GraphicFrameNonVisual">
<xsd:sequence>
<xsd:element name="cNvPr" type="a:CT_NonVisualDrawingProps" minOccurs="1" maxOccurs="1"/>
<xsd:element name="cNvGraphicFramePr" type="a:CT_NonVisualGraphicFrameProperties"
minOccurs="1" maxOccurs="1"/>
</xsd:sequence>
</xsd:complexType>
<xsd:complexType name="CT_GraphicFrame">
<xsd:sequence>
<xsd:element name="nvGraphicFramePr" type="CT_GraphicFrameNonVisual" minOccurs="1"
maxOccurs="1"/>
<xsd:element name="xfrm" type="a:CT_Transform2D" minOccurs="1" maxOccurs="1"/>
<xsd:element ref="a:graphic" minOccurs="1" maxOccurs="1"/>
</xsd:sequence>
<xsd:attribute name="macro" type="xsd:string" use="optional"/>
<xsd:attribute name="fPublished" type="xsd:boolean" use="optional" default="false"/>
</xsd:complexType>
<xsd:complexType name="CT_GroupShapeNonVisual">
<xsd:sequence>
<xsd:element name="cNvPr" type="a:CT_NonVisualDrawingProps" minOccurs="1" maxOccurs="1"/>
<xsd:element name="cNvGrpSpPr" type="a:CT_NonVisualGroupDrawingShapeProps" minOccurs="1"
maxOccurs="1"/>
</xsd:sequence>
</xsd:complexType>
<xsd:complexType name="CT_GroupShape">
<xsd:sequence>
<xsd:element name="nvGrpSpPr" type="CT_GroupShapeNonVisual" minOccurs="1" maxOccurs="1"/>
<xsd:element name="grpSpPr" type="a:CT_GroupShapeProperties" minOccurs="1" maxOccurs="1"/>
<xsd:choice minOccurs="0" maxOccurs="unbounded">
<xsd:element name="sp" type="CT_Shape"/>
<xsd:element name="grpSp" type="CT_GroupShape"/>
<xsd:element name="graphicFrame" type="CT_GraphicFrame"/>
<xsd:element name="cxnSp" type="CT_Connector"/>
<xsd:element name="pic" type="CT_Picture"/>
</xsd:choice>
</xsd:sequence>
</xsd:complexType>
<xsd:group name="EG_ObjectChoices">
<xsd:sequence>
<xsd:choice minOccurs="1" maxOccurs="1">
<xsd:element name="sp" type="CT_Shape"/>
<xsd:element name="grpSp" type="CT_GroupShape"/>
<xsd:element name="graphicFrame" type="CT_GraphicFrame"/>
<xsd:element name="cxnSp" type="CT_Connector"/>
<xsd:element name="pic" type="CT_Picture"/>
</xsd:choice>
</xsd:sequence>
</xsd:group>
<xsd:simpleType name="ST_MarkerCoordinate">
<xsd:restriction base="xsd:double">
<xsd:minInclusive value="0.0"/>
<xsd:maxInclusive value="1.0"/>
</xsd:restriction>
</xsd:simpleType>
<xsd:complexType name="CT_Marker">
<xsd:sequence>
<xsd:element name="x" type="ST_MarkerCoordinate" minOccurs="1" maxOccurs="1"/>
<xsd:element name="y" type="ST_MarkerCoordinate" minOccurs="1" maxOccurs="1"/>
</xsd:sequence>
</xsd:complexType>
<xsd:complexType name="CT_RelSizeAnchor">
<xsd:sequence>
<xsd:element name="from" type="CT_Marker"/>
<xsd:element name="to" type="CT_Marker"/>
<xsd:group ref="EG_ObjectChoices"/>
</xsd:sequence>
</xsd:complexType>
<xsd:complexType name="CT_AbsSizeAnchor">
<xsd:sequence>
<xsd:element name="from" type="CT_Marker"/>
<xsd:element name="ext" type="a:CT_PositiveSize2D"/>
<xsd:group ref="EG_ObjectChoices"/>
</xsd:sequence>
</xsd:complexType>
<xsd:group name="EG_Anchor">
<xsd:choice>
<xsd:element name="relSizeAnchor" type="CT_RelSizeAnchor"/>
<xsd:element name="absSizeAnchor" type="CT_AbsSizeAnchor"/>
</xsd:choice>
</xsd:group>
<xsd:complexType name="CT_Drawing">
<xsd:sequence>
<xsd:group ref="EG_Anchor" minOccurs="0" maxOccurs="unbounded"/>
</xsd:sequence>
</xsd:complexType>
</xsd:schema>

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@@ -0,0 +1,11 @@
<?xml version="1.0" encoding="utf-8"?>
<xsd:schema xmlns:xsd="http://www.w3.org/2001/XMLSchema"
xmlns="http://schemas.openxmlformats.org/drawingml/2006/lockedCanvas"
xmlns:a="http://schemas.openxmlformats.org/drawingml/2006/main"
xmlns:r="http://schemas.openxmlformats.org/officeDocument/2006/relationships"
elementFormDefault="qualified"
targetNamespace="http://schemas.openxmlformats.org/drawingml/2006/lockedCanvas">
<xsd:import namespace="http://schemas.openxmlformats.org/drawingml/2006/main"
schemaLocation="dml-main.xsd"/>
<xsd:element name="lockedCanvas" type="a:CT_GvmlGroupShape"/>
</xsd:schema>

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