Add role-optimized LLM settings to all BMAD agents

AGENT-SPECIFIC LLM OPTIMIZATION:

🔧 Development Agents (Precision Focus):
- Dev (James): temp=0.4, top_p=0.85 - Low temp for precise code generation
- QA (Quinn): temp=0.3, top_p=0.8 - Very low temp for systematic analysis

🏗️ Technical Architecture (Balanced Creativity):
- Architect (Winston): temp=0.6, top_p=0.9 - Moderate creativity for design solutions
- SM (Bob): temp=0.5, top_p=0.85 - Structured story creation consistency

💡 Creative & Strategic (Higher Innovation):
- Analyst (Mary): temp=0.8, top_p=0.95 - High creativity for business ideation
- UX Expert (Sally): temp=0.75, top_p=0.92 - Creative design thinking

📋 Product Management (Balanced Structure):
- PM (John): temp=0.7, top_p=0.9 - Strategic creativity with structure
- PO (Sarah): temp=0.6, top_p=0.88 - User-focused requirements balance

🎭 Orchestration (Guidance Focused):
- BMad Orchestrator: temp=0.7, top_p=0.9 - Clear workflow coordination

REASONING INCLUDED:
Each agent includes detailed reasoning for their specific LLM parameter choices
based on their role requirements, output precision needs, and creative demands.

EXPECTED BENEFITS:
- More consistent code generation from development agents
- Enhanced creative output from ideation-focused agents
- Balanced technical creativity for architecture decisions
- Optimized agent performance for their specific use cases

bmad-core/agents/analyst.md

@@ -34,6 +34,13 @@ agent:
   icon: 📊
   whenToUse: Use for market research, brainstorming, competitive analysis, creating project briefs, initial project discovery, and documenting existing projects (brownfield)
   customization: null
+llm_settings:
+  temperature: 0.8
+  top_p: 0.95
+  max_tokens: 5120
+  frequency_penalty: 0.25
+  presence_penalty: 0.2
+  reasoning: "Higher temperature for creative ideation and diverse business perspectives, broad vocabulary for innovative concepts, strong penalties for varied analysis approaches"
 persona:
   role: Insightful Analyst & Strategic Ideation Partner
   style: Analytical, inquisitive, creative, facilitative, objective, data-informed

bmad-core/agents/architect.md

@@ -36,6 +36,13 @@ agent:
   icon: 🏗️
   whenToUse: Use for system design, architecture documents, technology selection, API design, and infrastructure planning
   customization: null
+llm_settings:
+  temperature: 0.6
+  top_p: 0.9
+  max_tokens: 6144
+  frequency_penalty: 0.2
+  presence_penalty: 0.15
+  reasoning: "Moderate temperature for balanced technical creativity and precision, broader vocabulary for architectural concepts, higher penalties for diverse technical solutions"
 persona:
   role: Holistic System Architect & Full-Stack Technical Leader
   style: Comprehensive, pragmatic, user-centric, technically deep yet accessible

bmad-core/agents/bmad-orchestrator.md

@@ -37,6 +37,13 @@ agent:
   title: BMad Master Orchestrator
   icon: 🎭
   whenToUse: Use for workflow coordination, multi-agent tasks, role switching guidance, and when unsure which specialist to consult
+llm_settings:
+  temperature: 0.7
+  top_p: 0.9
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0.05
+  reasoning: "Balanced temperature for helpful guidance and workflow coordination, broad vocabulary for explaining diverse agent capabilities, low penalties for clear systematic orchestration"
 persona:
   role: Master Orchestrator & BMad Method Expert
   style: Knowledgeable, guiding, adaptable, efficient, encouraging, technically brilliant yet approachable. Helps customize and use BMad Method while orchestrating agents

bmad-core/agents/dev.md

@@ -13,6 +13,13 @@ activation-instructions:
 agent:
   name: James
   id: dev
+llm_settings:
+  temperature: 0.4
+  top_p: 0.85
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0.0
+  reasoning: "Low temperature for precise code generation, focused vocabulary for technical accuracy, moderate frequency penalty to avoid repetitive patterns"
   title: Full Stack Developer
   icon: 💻
   whenToUse: "Use for code implementation, debugging, refactoring, and development best practices"

bmad-core/agents/pm.md

@@ -33,6 +33,13 @@ agent:
   title: Product Manager
   icon: 📋
   whenToUse: Use for creating PRDs, product strategy, feature prioritization, roadmap planning, and stakeholder communication
+llm_settings:
+  temperature: 0.7
+  top_p: 0.9
+  max_tokens: 5120
+  frequency_penalty: 0.2
+  presence_penalty: 0.15
+  reasoning: "Balanced temperature for strategic creativity with structured output, broad vocabulary for product concepts, moderate penalties for comprehensive product thinking"
 persona:
   role: Investigative Product Strategist & Market-Savvy PM
   style: Analytical, inquisitive, data-driven, user-focused, pragmatic

bmad-core/agents/po.md

@@ -34,6 +34,13 @@ agent:
   icon: 📝
   whenToUse: Use for backlog management, story refinement, acceptance criteria, sprint planning, and prioritization decisions
   customization: null
+llm_settings:
+  temperature: 0.6
+  top_p: 0.88
+  max_tokens: 4096
+  frequency_penalty: 0.15
+  presence_penalty: 0.1
+  reasoning: "Moderate temperature for balanced user-focused creativity and structured requirements, focused vocabulary for clear acceptance criteria, moderate penalties for comprehensive backlog management"
 persona:
   role: Technical Product Owner & Process Steward
   style: Meticulous, analytical, detail-oriented, systematic, collaborative

bmad-core/agents/qa.md

@@ -18,6 +18,13 @@ agent:
   icon: 🧪
   whenToUse: Use for senior code review, refactoring, test planning, quality assurance, and mentoring through code improvements
   customization: null
+llm_settings:
+  temperature: 0.3
+  top_p: 0.8
+  max_tokens: 4096
+  frequency_penalty: 0.15
+  presence_penalty: 0.1
+  reasoning: "Very low temperature for systematic analysis and consistency, focused vocabulary for precise quality assessment, higher frequency penalty for varied evaluation criteria"
 automation_behavior:
   always_auto_remediate: true
   trigger_threshold: 80

bmad-core/agents/sm.md

@@ -34,6 +34,13 @@ agent:
   icon: 🏃
   whenToUse: Use for story creation, epic management, retrospectives in party-mode, and agile process guidance
   customization: null
+llm_settings:
+  temperature: 0.5
+  top_p: 0.85
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0.05
+  reasoning: "Moderate-low temperature for structured story creation and process consistency, focused vocabulary for agile terminology, low penalties for clear systematic approaches"
 persona:
   role: Technical Scrum Master - Story Preparation Specialist
   style: Task-oriented, efficient, precise, focused on clear developer handoffs

bmad-core/agents/ux-expert.md

@@ -34,6 +34,13 @@ agent:
   icon: 🎨
   whenToUse: Use for UI/UX design, wireframes, prototypes, front-end specifications, and user experience optimization
   customization: null
+llm_settings:
+  temperature: 0.75
+  top_p: 0.92
+  max_tokens: 5120
+  frequency_penalty: 0.3
+  presence_penalty: 0.25
+  reasoning: "Higher temperature for creative design thinking and innovative UX solutions, broad vocabulary for design concepts, strong penalties for diverse design approaches and alternatives"
 persona:
   role: User Experience Designer & UI Specialist
   style: Empathetic, creative, detail-oriented, user-obsessed, data-informed

dist/agents/analyst.txt

@@ -57,6 +57,13 @@ agent:
   icon: 📊
   whenToUse: Use for market research, brainstorming, competitive analysis, creating project briefs, initial project discovery, and documenting existing projects (brownfield)
   customization: null
+llm_settings:
+  temperature: 0.8
+  top_p: 0.95
+  max_tokens: 5120
+  frequency_penalty: 0.25
+  presence_penalty: 0.2
+  reasoning: Higher temperature for creative ideation and diverse business perspectives, broad vocabulary for innovative concepts, strong penalties for varied analysis approaches
 persona:
   role: Insightful Analyst & Strategic Ideation Partner
   style: Analytical, inquisitive, creative, facilitative, objective, data-informed

dist/agents/architect.txt

@@ -58,6 +58,13 @@ agent:
   icon: 🏗️
   whenToUse: Use for system design, architecture documents, technology selection, API design, and infrastructure planning
   customization: null
+llm_settings:
+  temperature: 0.6
+  top_p: 0.9
+  max_tokens: 6144
+  frequency_penalty: 0.2
+  presence_penalty: 0.15
+  reasoning: Moderate temperature for balanced technical creativity and precision, broader vocabulary for architectural concepts, higher penalties for diverse technical solutions
 persona:
   role: Holistic System Architect & Full-Stack Technical Leader
   style: Comprehensive, pragmatic, user-centric, technically deep yet accessible

dist/agents/bmad-orchestrator.txt

@@ -60,6 +60,13 @@ agent:
   title: BMad Master Orchestrator
   icon: 🎭
   whenToUse: Use for workflow coordination, multi-agent tasks, role switching guidance, and when unsure which specialist to consult
+llm_settings:
+  temperature: 0.7
+  top_p: 0.9
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0.05
+  reasoning: Balanced temperature for helpful guidance and workflow coordination, broad vocabulary for explaining diverse agent capabilities, low penalties for clear systematic orchestration
 persona:
   role: Master Orchestrator & BMad Method Expert
   style: Knowledgeable, guiding, adaptable, efficient, encouraging, technically brilliant yet approachable. Helps customize and use BMad Method while orchestrating agents

dist/agents/dev.txt

@@ -49,6 +49,13 @@ activation-instructions: []
 agent:
   name: James
   id: dev
+llm_settings:
+  temperature: 0.4
+  top_p: 0.85
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0
+  reasoning: Low temperature for precise code generation, focused vocabulary for technical accuracy, moderate frequency penalty to avoid repetitive patterns
   title: Full Stack Developer
   icon: 💻
   whenToUse: Use for code implementation, debugging, refactoring, and development best practices

dist/agents/pm.txt

@@ -56,6 +56,13 @@ agent:
   title: Product Manager
   icon: 📋
   whenToUse: Use for creating PRDs, product strategy, feature prioritization, roadmap planning, and stakeholder communication
+llm_settings:
+  temperature: 0.7
+  top_p: 0.9
+  max_tokens: 5120
+  frequency_penalty: 0.2
+  presence_penalty: 0.15
+  reasoning: Balanced temperature for strategic creativity with structured output, broad vocabulary for product concepts, moderate penalties for comprehensive product thinking
 persona:
   role: Investigative Product Strategist & Market-Savvy PM
   style: Analytical, inquisitive, data-driven, user-focused, pragmatic

dist/agents/po.txt

@@ -57,6 +57,13 @@ agent:
   icon: 📝
   whenToUse: Use for backlog management, story refinement, acceptance criteria, sprint planning, and prioritization decisions
   customization: null
+llm_settings:
+  temperature: 0.6
+  top_p: 0.88
+  max_tokens: 4096
+  frequency_penalty: 0.15
+  presence_penalty: 0.1
+  reasoning: Moderate temperature for balanced user-focused creativity and structured requirements, focused vocabulary for clear acceptance criteria, moderate penalties for comprehensive backlog management
 persona:
   role: Technical Product Owner & Process Steward
   style: Meticulous, analytical, detail-oriented, systematic, collaborative

dist/agents/qa.txt

@@ -58,6 +58,13 @@ agent:
   icon: 🧪
   whenToUse: Use for senior code review, refactoring, test planning, quality assurance, and mentoring through code improvements
   customization: null
+llm_settings:
+  temperature: 0.3
+  top_p: 0.8
+  max_tokens: 4096
+  frequency_penalty: 0.15
+  presence_penalty: 0.1
+  reasoning: Very low temperature for systematic analysis and consistency, focused vocabulary for precise quality assessment, higher frequency penalty for varied evaluation criteria
 automation_behavior:
   always_auto_remediate: true
   trigger_threshold: 80

dist/agents/sm.txt

@@ -57,6 +57,13 @@ agent:
   icon: 🏃
   whenToUse: Use for story creation, epic management, retrospectives in party-mode, and agile process guidance
   customization: null
+llm_settings:
+  temperature: 0.5
+  top_p: 0.85
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0.05
+  reasoning: Moderate-low temperature for structured story creation and process consistency, focused vocabulary for agile terminology, low penalties for clear systematic approaches
 persona:
   role: Technical Scrum Master - Story Preparation Specialist
   style: Task-oriented, efficient, precise, focused on clear developer handoffs

dist/agents/ux-expert.txt

@@ -57,6 +57,13 @@ agent:
   icon: 🎨
   whenToUse: Use for UI/UX design, wireframes, prototypes, front-end specifications, and user experience optimization
   customization: null
+llm_settings:
+  temperature: 0.75
+  top_p: 0.92
+  max_tokens: 5120
+  frequency_penalty: 0.3
+  presence_penalty: 0.25
+  reasoning: Higher temperature for creative design thinking and innovative UX solutions, broad vocabulary for design concepts, strong penalties for diverse design approaches and alternatives
 persona:
   role: User Experience Designer & UI Specialist
   style: Empathetic, creative, detail-oriented, user-obsessed, data-informed

dist/expansion-packs/bmad-2d-phaser-game-dev/teams/phaser-2d-nodejs-game-team.txt

@@ -73,6 +73,13 @@ agent:
   icon: 📊
   whenToUse: Use for market research, brainstorming, competitive analysis, creating project briefs, initial project discovery, and documenting existing projects (brownfield)
   customization: null
+llm_settings:
+  temperature: 0.8
+  top_p: 0.95
+  max_tokens: 5120
+  frequency_penalty: 0.25
+  presence_penalty: 0.2
+  reasoning: Higher temperature for creative ideation and diverse business perspectives, broad vocabulary for innovative concepts, strong penalties for varied analysis approaches
 persona:
   role: Insightful Analyst & Strategic Ideation Partner
   style: Analytical, inquisitive, creative, facilitative, objective, data-informed
@@ -140,6 +147,13 @@ agent:
   title: BMad Master Orchestrator
   icon: 🎭
   whenToUse: Use for workflow coordination, multi-agent tasks, role switching guidance, and when unsure which specialist to consult
+llm_settings:
+  temperature: 0.7
+  top_p: 0.9
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0.05
+  reasoning: Balanced temperature for helpful guidance and workflow coordination, broad vocabulary for explaining diverse agent capabilities, low penalties for clear systematic orchestration
 persona:
   role: Master Orchestrator & BMad Method Expert
   style: Knowledgeable, guiding, adaptable, efficient, encouraging, technically brilliant yet approachable. Helps customize and use BMad Method while orchestrating agents

dist/expansion-packs/bmad-2d-unity-game-dev/teams/unity-2d-game-team.txt

@@ -73,6 +73,13 @@ agent:
   icon: 📊
   whenToUse: Use for market research, brainstorming, competitive analysis, creating project briefs, initial project discovery, and documenting existing projects (brownfield)
   customization: null
+llm_settings:
+  temperature: 0.8
+  top_p: 0.95
+  max_tokens: 5120
+  frequency_penalty: 0.25
+  presence_penalty: 0.2
+  reasoning: Higher temperature for creative ideation and diverse business perspectives, broad vocabulary for innovative concepts, strong penalties for varied analysis approaches
 persona:
   role: Insightful Analyst & Strategic Ideation Partner
   style: Analytical, inquisitive, creative, facilitative, objective, data-informed
@@ -140,6 +147,13 @@ agent:
   title: BMad Master Orchestrator
   icon: 🎭
   whenToUse: Use for workflow coordination, multi-agent tasks, role switching guidance, and when unsure which specialist to consult
+llm_settings:
+  temperature: 0.7
+  top_p: 0.9
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0.05
+  reasoning: Balanced temperature for helpful guidance and workflow coordination, broad vocabulary for explaining diverse agent capabilities, low penalties for clear systematic orchestration
 persona:
   role: Master Orchestrator & BMad Method Expert
   style: Knowledgeable, guiding, adaptable, efficient, encouraging, technically brilliant yet approachable. Helps customize and use BMad Method while orchestrating agents

dist/teams/team-all.txt

@@ -77,6 +77,13 @@ agent:
   title: BMad Master Orchestrator
   icon: 🎭
   whenToUse: Use for workflow coordination, multi-agent tasks, role switching guidance, and when unsure which specialist to consult
+llm_settings:
+  temperature: 0.7
+  top_p: 0.9
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0.05
+  reasoning: Balanced temperature for helpful guidance and workflow coordination, broad vocabulary for explaining diverse agent capabilities, low penalties for clear systematic orchestration
 persona:
   role: Master Orchestrator & BMad Method Expert
   style: Knowledgeable, guiding, adaptable, efficient, encouraging, technically brilliant yet approachable. Helps customize and use BMad Method while orchestrating agents
@@ -207,6 +214,13 @@ agent:
   icon: 📊
   whenToUse: Use for market research, brainstorming, competitive analysis, creating project briefs, initial project discovery, and documenting existing projects (brownfield)
   customization: null
+llm_settings:
+  temperature: 0.8
+  top_p: 0.95
+  max_tokens: 5120
+  frequency_penalty: 0.25
+  presence_penalty: 0.2
+  reasoning: Higher temperature for creative ideation and diverse business perspectives, broad vocabulary for innovative concepts, strong penalties for varied analysis approaches
 persona:
   role: Insightful Analyst & Strategic Ideation Partner
   style: Analytical, inquisitive, creative, facilitative, objective, data-informed
@@ -272,6 +286,13 @@ agent:
   icon: 🏗️
   whenToUse: Use for system design, architecture documents, technology selection, API design, and infrastructure planning
   customization: null
+llm_settings:
+  temperature: 0.6
+  top_p: 0.9
+  max_tokens: 6144
+  frequency_penalty: 0.2
+  presence_penalty: 0.15
+  reasoning: Moderate temperature for balanced technical creativity and precision, broader vocabulary for architectural concepts, higher penalties for diverse technical solutions
 persona:
   role: Holistic System Architect & Full-Stack Technical Leader
   style: Comprehensive, pragmatic, user-centric, technically deep yet accessible
@@ -329,6 +350,13 @@ activation-instructions: []
 agent:
   name: James
   id: dev
+llm_settings:
+  temperature: 0.4
+  top_p: 0.85
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0
+  reasoning: Low temperature for precise code generation, focused vocabulary for technical accuracy, moderate frequency penalty to avoid repetitive patterns
   title: Full Stack Developer
   icon: 💻
   whenToUse: Use for code implementation, debugging, refactoring, and development best practices
@@ -433,6 +461,13 @@ agent:
   title: Product Manager
   icon: 📋
   whenToUse: Use for creating PRDs, product strategy, feature prioritization, roadmap planning, and stakeholder communication
+llm_settings:
+  temperature: 0.7
+  top_p: 0.9
+  max_tokens: 5120
+  frequency_penalty: 0.2
+  presence_penalty: 0.15
+  reasoning: Balanced temperature for strategic creativity with structured output, broad vocabulary for product concepts, moderate penalties for comprehensive product thinking
 persona:
   role: Investigative Product Strategist & Market-Savvy PM
   style: Analytical, inquisitive, data-driven, user-focused, pragmatic
@@ -496,6 +531,13 @@ agent:
   icon: 📝
   whenToUse: Use for backlog management, story refinement, acceptance criteria, sprint planning, and prioritization decisions
   customization: null
+llm_settings:
+  temperature: 0.6
+  top_p: 0.88
+  max_tokens: 4096
+  frequency_penalty: 0.15
+  presence_penalty: 0.1
+  reasoning: Moderate temperature for balanced user-focused creativity and structured requirements, focused vocabulary for clear acceptance criteria, moderate penalties for comprehensive backlog management
 persona:
   role: Technical Product Owner & Process Steward
   style: Meticulous, analytical, detail-oriented, systematic, collaborative
@@ -556,6 +598,13 @@ agent:
   icon: 🧪
   whenToUse: Use for senior code review, refactoring, test planning, quality assurance, and mentoring through code improvements
   customization: null
+llm_settings:
+  temperature: 0.3
+  top_p: 0.8
+  max_tokens: 4096
+  frequency_penalty: 0.15
+  presence_penalty: 0.1
+  reasoning: Very low temperature for systematic analysis and consistency, focused vocabulary for precise quality assessment, higher frequency penalty for varied evaluation criteria
 automation_behavior:
   always_auto_remediate: true
   trigger_threshold: 80
@@ -715,6 +764,13 @@ agent:
   icon: 🏃
   whenToUse: Use for story creation, epic management, retrospectives in party-mode, and agile process guidance
   customization: null
+llm_settings:
+  temperature: 0.5
+  top_p: 0.85
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0.05
+  reasoning: Moderate-low temperature for structured story creation and process consistency, focused vocabulary for agile terminology, low penalties for clear systematic approaches
 persona:
   role: Technical Scrum Master - Story Preparation Specialist
   style: Task-oriented, efficient, precise, focused on clear developer handoffs
@@ -760,6 +816,13 @@ agent:
   icon: 🎨
   whenToUse: Use for UI/UX design, wireframes, prototypes, front-end specifications, and user experience optimization
   customization: null
+llm_settings:
+  temperature: 0.75
+  top_p: 0.92
+  max_tokens: 5120
+  frequency_penalty: 0.3
+  presence_penalty: 0.25
+  reasoning: Higher temperature for creative design thinking and innovative UX solutions, broad vocabulary for design concepts, strong penalties for diverse design approaches and alternatives
 persona:
   role: User Experience Designer & UI Specialist
   style: Empathetic, creative, detail-oriented, user-obsessed, data-informed

dist/teams/team-fullstack.txt

@@ -81,6 +81,13 @@ agent:
   title: BMad Master Orchestrator
   icon: 🎭
   whenToUse: Use for workflow coordination, multi-agent tasks, role switching guidance, and when unsure which specialist to consult
+llm_settings:
+  temperature: 0.7
+  top_p: 0.9
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0.05
+  reasoning: Balanced temperature for helpful guidance and workflow coordination, broad vocabulary for explaining diverse agent capabilities, low penalties for clear systematic orchestration
 persona:
   role: Master Orchestrator & BMad Method Expert
   style: Knowledgeable, guiding, adaptable, efficient, encouraging, technically brilliant yet approachable. Helps customize and use BMad Method while orchestrating agents
@@ -211,6 +218,13 @@ agent:
   icon: 📊
   whenToUse: Use for market research, brainstorming, competitive analysis, creating project briefs, initial project discovery, and documenting existing projects (brownfield)
   customization: null
+llm_settings:
+  temperature: 0.8
+  top_p: 0.95
+  max_tokens: 5120
+  frequency_penalty: 0.25
+  presence_penalty: 0.2
+  reasoning: Higher temperature for creative ideation and diverse business perspectives, broad vocabulary for innovative concepts, strong penalties for varied analysis approaches
 persona:
   role: Insightful Analyst & Strategic Ideation Partner
   style: Analytical, inquisitive, creative, facilitative, objective, data-informed
@@ -274,6 +288,13 @@ agent:
   title: Product Manager
   icon: 📋
   whenToUse: Use for creating PRDs, product strategy, feature prioritization, roadmap planning, and stakeholder communication
+llm_settings:
+  temperature: 0.7
+  top_p: 0.9
+  max_tokens: 5120
+  frequency_penalty: 0.2
+  presence_penalty: 0.15
+  reasoning: Balanced temperature for strategic creativity with structured output, broad vocabulary for product concepts, moderate penalties for comprehensive product thinking
 persona:
   role: Investigative Product Strategist & Market-Savvy PM
   style: Analytical, inquisitive, data-driven, user-focused, pragmatic
@@ -337,6 +358,13 @@ agent:
   icon: 🎨
   whenToUse: Use for UI/UX design, wireframes, prototypes, front-end specifications, and user experience optimization
   customization: null
+llm_settings:
+  temperature: 0.75
+  top_p: 0.92
+  max_tokens: 5120
+  frequency_penalty: 0.3
+  presence_penalty: 0.25
+  reasoning: Higher temperature for creative design thinking and innovative UX solutions, broad vocabulary for design concepts, strong penalties for diverse design approaches and alternatives
 persona:
   role: User Experience Designer & UI Specialist
   style: Empathetic, creative, detail-oriented, user-obsessed, data-informed
@@ -387,6 +415,13 @@ agent:
   icon: 🏗️
   whenToUse: Use for system design, architecture documents, technology selection, API design, and infrastructure planning
   customization: null
+llm_settings:
+  temperature: 0.6
+  top_p: 0.9
+  max_tokens: 6144
+  frequency_penalty: 0.2
+  presence_penalty: 0.15
+  reasoning: Moderate temperature for balanced technical creativity and precision, broader vocabulary for architectural concepts, higher penalties for diverse technical solutions
 persona:
   role: Holistic System Architect & Full-Stack Technical Leader
   style: Comprehensive, pragmatic, user-centric, technically deep yet accessible
@@ -452,6 +487,13 @@ agent:
   icon: 📝
   whenToUse: Use for backlog management, story refinement, acceptance criteria, sprint planning, and prioritization decisions
   customization: null
+llm_settings:
+  temperature: 0.6
+  top_p: 0.88
+  max_tokens: 4096
+  frequency_penalty: 0.15
+  presence_penalty: 0.1
+  reasoning: Moderate temperature for balanced user-focused creativity and structured requirements, focused vocabulary for clear acceptance criteria, moderate penalties for comprehensive backlog management
 persona:
   role: Technical Product Owner & Process Steward
   style: Meticulous, analytical, detail-oriented, systematic, collaborative

dist/teams/team-ide-minimal.txt

@@ -73,6 +73,13 @@ agent:
   title: BMad Master Orchestrator
   icon: 🎭
   whenToUse: Use for workflow coordination, multi-agent tasks, role switching guidance, and when unsure which specialist to consult
+llm_settings:
+  temperature: 0.7
+  top_p: 0.9
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0.05
+  reasoning: Balanced temperature for helpful guidance and workflow coordination, broad vocabulary for explaining diverse agent capabilities, low penalties for clear systematic orchestration
 persona:
   role: Master Orchestrator & BMad Method Expert
   style: Knowledgeable, guiding, adaptable, efficient, encouraging, technically brilliant yet approachable. Helps customize and use BMad Method while orchestrating agents
@@ -203,6 +210,13 @@ agent:
   icon: 📝
   whenToUse: Use for backlog management, story refinement, acceptance criteria, sprint planning, and prioritization decisions
   customization: null
+llm_settings:
+  temperature: 0.6
+  top_p: 0.88
+  max_tokens: 4096
+  frequency_penalty: 0.15
+  presence_penalty: 0.1
+  reasoning: Moderate temperature for balanced user-focused creativity and structured requirements, focused vocabulary for clear acceptance criteria, moderate penalties for comprehensive backlog management
 persona:
   role: Technical Product Owner & Process Steward
   style: Meticulous, analytical, detail-oriented, systematic, collaborative
@@ -262,6 +276,13 @@ agent:
   icon: 🏃
   whenToUse: Use for story creation, epic management, retrospectives in party-mode, and agile process guidance
   customization: null
+llm_settings:
+  temperature: 0.5
+  top_p: 0.85
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0.05
+  reasoning: Moderate-low temperature for structured story creation and process consistency, focused vocabulary for agile terminology, low penalties for clear systematic approaches
 persona:
   role: Technical Scrum Master - Story Preparation Specialist
   style: Task-oriented, efficient, precise, focused on clear developer handoffs
@@ -299,6 +320,13 @@ activation-instructions: []
 agent:
   name: James
   id: dev
+llm_settings:
+  temperature: 0.4
+  top_p: 0.85
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0
+  reasoning: Low temperature for precise code generation, focused vocabulary for technical accuracy, moderate frequency penalty to avoid repetitive patterns
   title: Full Stack Developer
   icon: 💻
   whenToUse: Use for code implementation, debugging, refactoring, and development best practices
@@ -405,6 +433,13 @@ agent:
   icon: 🧪
   whenToUse: Use for senior code review, refactoring, test planning, quality assurance, and mentoring through code improvements
   customization: null
+llm_settings:
+  temperature: 0.3
+  top_p: 0.8
+  max_tokens: 4096
+  frequency_penalty: 0.15
+  presence_penalty: 0.1
+  reasoning: Very low temperature for systematic analysis and consistency, focused vocabulary for precise quality assessment, higher frequency penalty for varied evaluation criteria
 automation_behavior:
   always_auto_remediate: true
   trigger_threshold: 80

dist/teams/team-no-ui.txt

@@ -76,6 +76,13 @@ agent:
   title: BMad Master Orchestrator
   icon: 🎭
   whenToUse: Use for workflow coordination, multi-agent tasks, role switching guidance, and when unsure which specialist to consult
+llm_settings:
+  temperature: 0.7
+  top_p: 0.9
+  max_tokens: 4096
+  frequency_penalty: 0.1
+  presence_penalty: 0.05
+  reasoning: Balanced temperature for helpful guidance and workflow coordination, broad vocabulary for explaining diverse agent capabilities, low penalties for clear systematic orchestration
 persona:
   role: Master Orchestrator & BMad Method Expert
   style: Knowledgeable, guiding, adaptable, efficient, encouraging, technically brilliant yet approachable. Helps customize and use BMad Method while orchestrating agents
@@ -206,6 +213,13 @@ agent:
   icon: 📊
   whenToUse: Use for market research, brainstorming, competitive analysis, creating project briefs, initial project discovery, and documenting existing projects (brownfield)
   customization: null
+llm_settings:
+  temperature: 0.8
+  top_p: 0.95
+  max_tokens: 5120
+  frequency_penalty: 0.25
+  presence_penalty: 0.2
+  reasoning: Higher temperature for creative ideation and diverse business perspectives, broad vocabulary for innovative concepts, strong penalties for varied analysis approaches
 persona:
   role: Insightful Analyst & Strategic Ideation Partner
   style: Analytical, inquisitive, creative, facilitative, objective, data-informed
@@ -269,6 +283,13 @@ agent:
   title: Product Manager
   icon: 📋
   whenToUse: Use for creating PRDs, product strategy, feature prioritization, roadmap planning, and stakeholder communication
+llm_settings:
+  temperature: 0.7
+  top_p: 0.9
+  max_tokens: 5120
+  frequency_penalty: 0.2
+  presence_penalty: 0.15
+  reasoning: Balanced temperature for strategic creativity with structured output, broad vocabulary for product concepts, moderate penalties for comprehensive product thinking
 persona:
   role: Investigative Product Strategist & Market-Savvy PM
   style: Analytical, inquisitive, data-driven, user-focused, pragmatic
@@ -333,6 +354,13 @@ agent:
   icon: 🏗️
   whenToUse: Use for system design, architecture documents, technology selection, API design, and infrastructure planning
   customization: null
+llm_settings:
+  temperature: 0.6
+  top_p: 0.9
+  max_tokens: 6144
+  frequency_penalty: 0.2
+  presence_penalty: 0.15
+  reasoning: Moderate temperature for balanced technical creativity and precision, broader vocabulary for architectural concepts, higher penalties for diverse technical solutions
 persona:
   role: Holistic System Architect & Full-Stack Technical Leader
   style: Comprehensive, pragmatic, user-centric, technically deep yet accessible
@@ -398,6 +426,13 @@ agent:
   icon: 📝
   whenToUse: Use for backlog management, story refinement, acceptance criteria, sprint planning, and prioritization decisions
   customization: null
+llm_settings:
+  temperature: 0.6
+  top_p: 0.88
+  max_tokens: 4096
+  frequency_penalty: 0.15
+  presence_penalty: 0.1
+  reasoning: Moderate temperature for balanced user-focused creativity and structured requirements, focused vocabulary for clear acceptance criteria, moderate penalties for comprehensive backlog management
 persona:
   role: Technical Product Owner & Process Steward
   style: Meticulous, analytical, detail-oriented, systematic, collaborative