bmad初始化
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# Research Workflow - Multi-Type Research System
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## Overview
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The Research Workflow is a comprehensive, adaptive research system that supports multiple research types through an intelligent router pattern. This workflow consolidates various research methodologies into a single, powerful tool that adapts to your specific research needs - from market analysis to technical evaluation to AI prompt generation.
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**Version 2.0.0** - Multi-type research system with router-based architecture
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## Key Features
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### 🔀 Intelligent Research Router
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- **6 Research Types**: Market, Deep Prompt, Technical, Competitive, User, Domain
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- **Dynamic Instructions**: Loads appropriate instruction set based on research type
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- **Adaptive Templates**: Selects optimal output format for research goal
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- **Context-Aware**: Adjusts frameworks and methods per research type
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### 🔍 Market Research (Type: `market`)
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- Real-time web research for current market data
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- TAM/SAM/SOM calculations with multiple methodologies
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- Competitive landscape analysis and positioning
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- Customer persona development and Jobs-to-be-Done
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- Porter's Five Forces and strategic frameworks
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- Go-to-market strategy recommendations
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### 🤖 Deep Research Prompt Generation (Type: `deep_prompt`)
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- **Optimized for AI Research Platforms**: ChatGPT Deep Research, Gemini, Grok DeepSearch, Claude Projects
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- **Prompt Engineering Best Practices**: Multi-stage research workflows, iterative refinement
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- **Platform-Specific Optimization**: Tailored prompts for each AI research tool
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- **Context Packaging**: Structures background information for optimal AI understanding
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- **Research Question Refinement**: Transforms vague questions into precise research prompts
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### 🏗️ Technical/Architecture Research (Type: `technical`)
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- Technology evaluation and comparison matrices
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- Architecture pattern research and trade-off analysis
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- Framework/library assessment with pros/cons
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- Technical feasibility studies
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- Cost-benefit analysis for technology decisions
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- Architecture Decision Records (ADR) generation
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### 🎯 Competitive Intelligence (Type: `competitive`)
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- Deep competitor analysis and profiling
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- Competitive positioning and gap analysis
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- Strategic group mapping
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- Feature comparison matrices
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- Pricing strategy analysis
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- Market share and growth tracking
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### 👥 User Research (Type: `user`)
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- Customer insights and behavioral analysis
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- Persona development with demographics and psychographics
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- Jobs-to-be-Done framework application
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- Customer journey mapping
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- Pain point identification
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- Willingness-to-pay analysis
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### 🌐 Domain/Industry Research (Type: `domain`)
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- Industry deep dives and trend analysis
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- Regulatory landscape assessment
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- Domain expertise synthesis
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- Best practices identification
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- Standards and compliance requirements
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- Emerging patterns and disruptions
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## Usage
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### Basic Invocation
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```bash
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workflow research
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```
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The workflow will prompt you to select a research type.
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### Direct Research Type Selection
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```bash
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# Market research
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workflow research --type market
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# Deep research prompt generation
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workflow research --type deep_prompt
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# Technical evaluation
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workflow research --type technical
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# Competitive intelligence
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workflow research --type competitive
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# User research
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workflow research --type user
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# Domain analysis
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workflow research --type domain
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```
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### With Input Documents
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```bash
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workflow research --type market --input product-brief.md --input competitor-list.md
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workflow research --type technical --input requirements.md --input architecture.md
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workflow research --type deep_prompt --input research-question.md
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```
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### Configuration Options
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Can be customized through `workflow.yaml`:
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- **research_depth**: `quick`, `standard`, or `comprehensive`
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- **enable_web_research**: `true`/`false` for real-time data gathering
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- **enable_competitor_analysis**: `true`/`false` (market/competitive types)
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- **enable_financial_modeling**: `true`/`false` (market type)
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## Workflow Structure
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### Files Included
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```
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research/
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├── workflow.yaml # Multi-type configuration
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├── instructions-router.md # Router logic (loads correct instructions)
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├── instructions-market.md # Market research workflow
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├── instructions-deep-prompt.md # Deep prompt generation workflow
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├── instructions-technical.md # Technical evaluation workflow
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├── template-market.md # Market research report template
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├── template-deep-prompt.md # Research prompt template
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├── template-technical.md # Technical evaluation template
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├── checklist.md # Universal validation criteria
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├── README.md # This file
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└── claude-code/ # Claude Code enhancements (optional)
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├── injections.yaml # Integration configuration
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└── sub-agents/ # Specialized research agents
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├── bmm-market-researcher.md
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├── bmm-trend-spotter.md
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├── bmm-data-analyst.md
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├── bmm-competitor-analyzer.md
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├── bmm-user-researcher.md
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└── bmm-technical-evaluator.md
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```
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## Workflow Process
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### Phase 1: Research Type Selection and Setup
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1. Router presents research type menu
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2. User selects research type (market, deep_prompt, technical, competitive, user, domain)
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3. Router loads appropriate instructions and template
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4. Gather research parameters and inputs
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### Phase 2: Research Type-Specific Execution
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**For Market Research:**
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1. Define research objectives and market boundaries
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2. Conduct web research across multiple sources
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3. Calculate TAM/SAM/SOM with triangulation
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4. Develop customer segments and personas
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5. Analyze competitive landscape
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6. Apply industry frameworks (Porter's Five Forces, etc.)
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7. Identify trends and opportunities
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8. Develop strategic recommendations
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9. Create financial projections (optional)
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10. Compile comprehensive report
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**For Deep Prompt Generation:**
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1. Analyze research question or topic
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2. Identify optimal AI research platform (ChatGPT, Gemini, Grok, Claude)
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3. Structure research context and background
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4. Generate platform-optimized prompt
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5. Create multi-stage research workflow
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6. Define iteration and refinement strategy
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7. Package with context documents
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8. Provide execution guidance
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**For Technical Research:**
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1. Define technical requirements and constraints
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2. Identify technologies/frameworks to evaluate
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3. Research each option (documentation, community, maturity)
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4. Create comparison matrix with criteria
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5. Perform trade-off analysis
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6. Calculate cost-benefit for each option
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7. Generate Architecture Decision Record (ADR)
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8. Provide recommendation with rationale
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**For Competitive/User/Domain:**
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- Uses market research workflow with specific focus
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- Adapts questions and frameworks to research type
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- Customizes output format for target audience
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### Phase 3: Validation and Delivery
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1. Review outputs against checklist
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2. Validate completeness and quality
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3. Generate final report/document
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4. Provide next steps and recommendations
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## Output
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### Generated Files by Research Type
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**Market Research:**
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- `market-research-{product_name}-{date}.md`
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- Comprehensive market analysis report (10+ sections)
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**Deep Research Prompt:**
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- `deep-research-prompt-{date}.md`
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- Optimized AI research prompt with context and instructions
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**Technical Research:**
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- `technical-research-{date}.md`
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- Technology evaluation with comparison matrix and ADR
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**Competitive Intelligence:**
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- `competitive-intelligence-{date}.md`
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- Detailed competitor analysis and positioning
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**User Research:**
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- `user-research-{date}.md`
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- Customer insights and persona documentation
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**Domain Research:**
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- `domain-research-{date}.md`
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- Industry deep dive with trends and best practices
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## Requirements
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### All Research Types
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- BMAD Core v6 project structure
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- Web search capability (for real-time research)
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- Access to research data sources
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### Market Research
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- Product or business description
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- Target customer hypotheses (optional)
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- Known competitors list (optional)
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### Deep Prompt Research
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- Research question or topic
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- Background context documents (optional)
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- Target AI platform preference (optional)
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### Technical Research
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- Technical requirements document
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- Current architecture (if brownfield)
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- Technical constraints list
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## Best Practices
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### Before Starting
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1. **Know Your Research Goal**: Select the most appropriate research type
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2. **Gather Context**: Collect relevant documents before starting
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3. **Set Depth Level**: Choose appropriate research_depth (quick/standard/comprehensive)
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4. **Define Success Criteria**: What decisions will this research inform?
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### During Execution
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**Market Research:**
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- Provide specific product/service details
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- Validate market boundaries carefully
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- Review TAM/SAM/SOM assumptions
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- Challenge competitive positioning
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**Deep Prompt Generation:**
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- Be specific about research platform target
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- Provide rich context documents
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- Clarify expected research outcome
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- Define iteration strategy
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**Technical Research:**
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- List all evaluation criteria upfront
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- Weight criteria by importance
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- Consider long-term implications
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- Include cost analysis
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### After Completion
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1. Review using the validation checklist
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2. Update with any missing information
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3. Share with stakeholders for feedback
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4. Schedule follow-up research if needed
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5. Document decisions made based on research
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## Research Frameworks Available
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### Market Research Frameworks
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- TAM/SAM/SOM Analysis
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- Porter's Five Forces
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- Jobs-to-be-Done (JTBD)
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- Technology Adoption Lifecycle
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- SWOT Analysis
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- Value Chain Analysis
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### Technical Research Frameworks
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- Trade-off Analysis Matrix
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- Architecture Decision Records (ADR)
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- Technology Radar
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- Comparison Matrix
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- Cost-Benefit Analysis
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- Technical Risk Assessment
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### Deep Prompt Frameworks
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- ChatGPT Deep Research Best Practices
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- Gemini Deep Research Framework
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- Grok DeepSearch Optimization
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- Claude Projects Methodology
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- Iterative Prompt Refinement
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## Data Sources
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The workflow leverages multiple data sources:
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- Industry reports and publications
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- Government statistics and databases
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- Financial reports and SEC filings
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- News articles and press releases
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- Academic research papers
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- Technical documentation and RFCs
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- GitHub repositories and discussions
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- Stack Overflow and developer forums
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- Market research firm reports
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- Social media and communities
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- Patent databases
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- Benchmarking studies
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## Claude Code Enhancements
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### Available Subagents
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1. **bmm-market-researcher** - Market intelligence gathering
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2. **bmm-trend-spotter** - Emerging trends and weak signals
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3. **bmm-data-analyst** - Quantitative analysis and modeling
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4. **bmm-competitor-analyzer** - Competitive intelligence
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5. **bmm-user-researcher** - Customer insights and personas
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6. **bmm-technical-evaluator** - Technology assessment
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These are automatically invoked during workflow execution if Claude Code integration is configured.
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## Troubleshooting
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### Issue: Don't know which research type to choose
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- **Solution**: Start with research question - "What do I need to know?"
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- Market viability? → `market`
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- Best technology? → `technical`
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- Need AI to research deeper? → `deep_prompt`
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- Who are competitors? → `competitive`
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- Who are users? → `user`
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- Industry understanding? → `domain`
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### Issue: Market research results seem incomplete
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- **Solution**: Increase research_depth to `comprehensive`
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- **Check**: Enable web_research in workflow.yaml
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- **Try**: Run competitive and user research separately for more depth
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### Issue: Deep prompt doesn't work with target platform
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- **Solution**: Review platform-specific best practices in generated prompt
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- **Check**: Ensure context documents are included
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- **Try**: Regenerate with different platform selection
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### Issue: Technical comparison is subjective
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- **Solution**: Add more objective criteria (performance metrics, cost, community size)
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- **Check**: Weight criteria by business importance
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- **Try**: Run pilot implementations for top 2 options
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## Customization
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### Adding New Research Types
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1. Create new instructions file: `instructions-{type}.md`
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2. Create new template file: `template-{type}.md`
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3. Add research type to `workflow.yaml` `research_types` section
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4. Update router logic in `instructions-router.md`
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### Modifying Existing Research Types
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1. Edit appropriate `instructions-{type}.md` file
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2. Update corresponding `template-{type}.md` if needed
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3. Adjust validation criteria in `checklist.md`
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### Creating Custom Frameworks
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Add to `workflow.yaml` `frameworks` section under appropriate research type.
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## Version History
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- **v2.0.0** - Multi-type research system with router architecture
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- Added deep_prompt research type for AI research platform optimization
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- Added technical research type for technology evaluation
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- Consolidated competitive, user, domain under market with focus variants
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- Router-based instruction loading
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- Template selection by research type
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- Enhanced Claude Code subagent support
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- **v1.0.0** - Initial market research only implementation
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- Single-purpose market research workflow
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- Now deprecated in favor of v2.0.0 multi-type system
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## Support
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For issues or questions:
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- Review workflow creation guide at `/bmad/bmb/workflows/create-workflow/workflow-creation-guide.md`
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- Check validation against `checklist.md`
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- Examine router logic in `instructions-router.md`
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- Review research type-specific instructions
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- Consult BMAD Method v6 documentation
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## Migration from v1.0 market-research
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If you're used to the standalone `market-research` workflow:
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```bash
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# Old way
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workflow market-research
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# New way
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workflow research --type market
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# Or just: workflow research (then select market)
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```
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All market research functionality is preserved and enhanced in v2.0.0.
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---
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_Part of the BMad Method v6 - BMM (BMad Method) Module - Empowering systematic research and analysis_
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bmad/bmm/workflows/1-analysis/research/checklist.md
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bmad/bmm/workflows/1-analysis/research/checklist.md
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# Market Research Report Validation Checklist
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## Research Foundation
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### Objectives and Scope
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- [ ] Research objectives are clearly stated with specific questions to answer
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- [ ] Market boundaries are explicitly defined (product category, geography, segments)
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- [ ] Research methodology is documented with data sources and timeframes
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- [ ] Limitations and assumptions are transparently acknowledged
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### Data Quality
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- [ ] All data sources are cited with dates and links where applicable
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- [ ] Data is no more than 12 months old for time-sensitive metrics
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- [ ] At least 3 independent sources validate key market size claims
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- [ ] Source credibility is assessed (primary > industry reports > news articles)
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- [ ] Conflicting data points are acknowledged and reconciled
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## Market Sizing Analysis
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### TAM Calculation
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- [ ] At least 2 different calculation methods are used (top-down, bottom-up, or value theory)
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- [ ] All assumptions are explicitly stated with rationale
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- [ ] Calculation methodology is shown step-by-step
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- [ ] Numbers are sanity-checked against industry benchmarks
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- [ ] Growth rate projections include supporting evidence
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### SAM and SOM
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- [ ] SAM constraints are realistic and well-justified (geography, regulations, etc.)
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- [ ] SOM includes competitive analysis to support market share assumptions
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- [ ] Three scenarios (conservative, realistic, optimistic) are provided
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- [ ] Time horizons for market capture are specified (Year 1, 3, 5)
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- [ ] Market share percentages align with comparable company benchmarks
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## Customer Intelligence
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### Segment Analysis
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- [ ] At least 3 distinct customer segments are profiled
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- [ ] Each segment includes size estimates (number of customers or revenue)
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- [ ] Pain points are specific, not generic (e.g., "reduce invoice processing time by 50%" not "save time")
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- [ ] Willingness to pay is quantified with evidence
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- [ ] Buying process and decision criteria are documented
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### Jobs-to-be-Done
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- [ ] Functional jobs describe specific tasks customers need to complete
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- [ ] Emotional jobs identify feelings and anxieties
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- [ ] Social jobs explain perception and status considerations
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- [ ] Jobs are validated with customer evidence, not assumptions
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- [ ] Priority ranking of jobs is provided
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## Competitive Analysis
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### Competitor Coverage
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- [ ] At least 5 direct competitors are analyzed
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- [ ] Indirect competitors and substitutes are identified
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- [ ] Each competitor profile includes: company size, funding, target market, pricing
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- [ ] Recent developments (last 6 months) are included
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- [ ] Competitive advantages and weaknesses are specific, not generic
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### Positioning Analysis
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- [ ] Market positioning map uses relevant dimensions for the industry
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- [ ] White space opportunities are clearly identified
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- [ ] Differentiation strategy is supported by competitive gaps
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- [ ] Switching costs and barriers are quantified
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- [ ] Network effects and moats are assessed
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## Industry Analysis
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### Porter's Five Forces
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- [ ] Each force has a clear rating (Low/Medium/High) with justification
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- [ ] Specific examples and evidence support each assessment
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- [ ] Industry-specific factors are considered (not generic template)
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- [ ] Implications for strategy are drawn from each force
|
||||
- [ ] Overall industry attractiveness conclusion is provided
|
||||
|
||||
### Trends and Dynamics
|
||||
|
||||
- [ ] At least 5 major trends are identified with evidence
|
||||
- [ ] Technology disruptions are assessed for probability and timeline
|
||||
- [ ] Regulatory changes and their impacts are documented
|
||||
- [ ] Social/cultural shifts relevant to adoption are included
|
||||
- [ ] Market maturity stage is identified with supporting indicators
|
||||
|
||||
## Strategic Recommendations
|
||||
|
||||
### Go-to-Market Strategy
|
||||
|
||||
- [ ] Target segment prioritization has clear rationale
|
||||
- [ ] Positioning statement is specific and differentiated
|
||||
- [ ] Channel strategy aligns with customer buying behavior
|
||||
- [ ] Partnership opportunities are identified with specific targets
|
||||
- [ ] Pricing strategy is justified by willingness-to-pay analysis
|
||||
|
||||
### Opportunity Assessment
|
||||
|
||||
- [ ] Each opportunity is sized quantitatively
|
||||
- [ ] Resource requirements are estimated (time, money, people)
|
||||
- [ ] Success criteria are measurable and time-bound
|
||||
- [ ] Dependencies and prerequisites are identified
|
||||
- [ ] Quick wins vs. long-term plays are distinguished
|
||||
|
||||
### Risk Analysis
|
||||
|
||||
- [ ] All major risk categories are covered (market, competitive, execution, regulatory)
|
||||
- [ ] Each risk has probability and impact assessment
|
||||
- [ ] Mitigation strategies are specific and actionable
|
||||
- [ ] Early warning indicators are defined
|
||||
- [ ] Contingency plans are outlined for high-impact risks
|
||||
|
||||
## Document Quality
|
||||
|
||||
### Structure and Flow
|
||||
|
||||
- [ ] Executive summary captures all key insights in 1-2 pages
|
||||
- [ ] Sections follow logical progression from market to strategy
|
||||
- [ ] No placeholder text remains (all {{variables}} are replaced)
|
||||
- [ ] Cross-references between sections are accurate
|
||||
- [ ] Table of contents matches actual sections
|
||||
|
||||
### Professional Standards
|
||||
|
||||
- [ ] Data visualizations effectively communicate insights
|
||||
- [ ] Technical terms are defined in glossary
|
||||
- [ ] Writing is concise and jargon-free
|
||||
- [ ] Formatting is consistent throughout
|
||||
- [ ] Document is ready for executive presentation
|
||||
|
||||
## Research Completeness
|
||||
|
||||
### Coverage Check
|
||||
|
||||
- [ ] All workflow steps were completed (none skipped without justification)
|
||||
- [ ] Optional analyses were considered and included where valuable
|
||||
- [ ] Web research was conducted for current market intelligence
|
||||
- [ ] Financial projections align with market size analysis
|
||||
- [ ] Implementation roadmap provides clear next steps
|
||||
|
||||
### Validation
|
||||
|
||||
- [ ] Key findings are triangulated across multiple sources
|
||||
- [ ] Surprising insights are double-checked for accuracy
|
||||
- [ ] Calculations are verified for mathematical accuracy
|
||||
- [ ] Conclusions logically follow from the analysis
|
||||
- [ ] Recommendations are actionable and specific
|
||||
|
||||
## Final Quality Assurance
|
||||
|
||||
### Ready for Decision-Making
|
||||
|
||||
- [ ] Research answers all initial objectives
|
||||
- [ ] Sufficient detail for investment decisions
|
||||
- [ ] Clear go/no-go recommendation provided
|
||||
- [ ] Success metrics are defined
|
||||
- [ ] Follow-up research needs are identified
|
||||
|
||||
### Document Meta
|
||||
|
||||
- [ ] Research date is current
|
||||
- [ ] Confidence levels are indicated for key assertions
|
||||
- [ ] Next review date is set
|
||||
- [ ] Distribution list is appropriate
|
||||
- [ ] Confidentiality classification is marked
|
||||
|
||||
---
|
||||
|
||||
## Issues Found
|
||||
|
||||
### Critical Issues
|
||||
|
||||
_List any critical gaps or errors that must be addressed:_
|
||||
|
||||
- [ ] Issue 1: [Description]
|
||||
- [ ] Issue 2: [Description]
|
||||
|
||||
### Minor Issues
|
||||
|
||||
_List minor improvements that would enhance the report:_
|
||||
|
||||
- [ ] Issue 1: [Description]
|
||||
- [ ] Issue 2: [Description]
|
||||
|
||||
### Additional Research Needed
|
||||
|
||||
_List areas requiring further investigation:_
|
||||
|
||||
- [ ] Topic 1: [Description]
|
||||
- [ ] Topic 2: [Description]
|
||||
|
||||
---
|
||||
|
||||
**Validation Complete:** ☐ Yes ☐ No
|
||||
**Ready for Distribution:** ☐ Yes ☐ No
|
||||
**Reviewer:** **\*\***\_\_\_\_**\*\***
|
||||
**Date:** **\*\***\_\_\_\_**\*\***
|
||||
@@ -0,0 +1,114 @@
|
||||
# Market Research Workflow - Claude Code Integration Configuration
|
||||
# This file configures how subagents are installed and integrated
|
||||
|
||||
subagents:
|
||||
# List of subagent files to be installed
|
||||
files:
|
||||
- bmm-market-researcher.md
|
||||
- bmm-trend-spotter.md
|
||||
- bmm-data-analyst.md
|
||||
- bmm-competitor-analyzer.md
|
||||
- bmm-user-researcher.md
|
||||
|
||||
# Installation configuration
|
||||
installation:
|
||||
prompt: "The Market Research workflow includes specialized AI subagents for enhanced research capabilities. Would you like to install them?"
|
||||
location_options:
|
||||
- project # Install to .claude/agents/ in project
|
||||
- user # Install to ~/.claude/agents/ for all projects
|
||||
default_location: project
|
||||
|
||||
# Content injections for the workflow
|
||||
injections:
|
||||
- injection_point: "market-research-subagents"
|
||||
description: "Injects subagent activation instructions into the workflow"
|
||||
content: |
|
||||
<critical>
|
||||
Claude Code Enhanced Mode: The following specialized subagents are available to enhance your market research:
|
||||
|
||||
- **bmm-market-researcher**: Comprehensive market intelligence gathering and analysis
|
||||
- **bmm-trend-spotter**: Identifies emerging trends and weak signals
|
||||
- **bmm-data-analyst**: Quantitative analysis and market sizing calculations
|
||||
- **bmm-competitor-analyzer**: Deep competitive intelligence and positioning
|
||||
- **bmm-user-researcher**: User research, personas, and journey mapping
|
||||
|
||||
These subagents will be automatically invoked when their expertise is relevant to the current research task.
|
||||
Use them PROACTIVELY throughout the workflow for enhanced insights.
|
||||
</critical>
|
||||
|
||||
- injection_point: "market-tam-calculations"
|
||||
description: "Enhanced TAM calculation with data analyst"
|
||||
content: |
|
||||
<invoke-subagent name="bmm-data-analyst">
|
||||
Calculate TAM using multiple methodologies and provide confidence intervals.
|
||||
Use all available market data from previous research steps.
|
||||
Show detailed calculations and assumptions.
|
||||
</invoke-subagent>
|
||||
|
||||
- injection_point: "market-trends-analysis"
|
||||
description: "Enhanced trend analysis with trend spotter"
|
||||
content: |
|
||||
<invoke-subagent name="bmm-trend-spotter">
|
||||
Identify emerging trends, weak signals, and future disruptions.
|
||||
Look for cross-industry patterns and second-order effects.
|
||||
Provide timeline estimates for mainstream adoption.
|
||||
</invoke-subagent>
|
||||
|
||||
- injection_point: "market-customer-segments"
|
||||
description: "Enhanced customer research"
|
||||
content: |
|
||||
<invoke-subagent name="bmm-user-researcher">
|
||||
Develop detailed user personas with jobs-to-be-done analysis.
|
||||
Map the complete customer journey with pain points and opportunities.
|
||||
Provide behavioral and psychographic insights.
|
||||
</invoke-subagent>
|
||||
|
||||
- injection_point: "market-executive-summary"
|
||||
description: "Enhanced executive summary synthesis"
|
||||
content: |
|
||||
<invoke-subagent name="bmm-market-researcher">
|
||||
Synthesize all research findings into a compelling executive summary.
|
||||
Highlight the most critical insights and strategic implications.
|
||||
Ensure all key metrics and recommendations are captured.
|
||||
</invoke-subagent>
|
||||
|
||||
# Configuration for subagent behavior
|
||||
configuration:
|
||||
auto_invoke: true # Automatically invoke subagents when relevant
|
||||
parallel_execution: true # Allow parallel subagent execution
|
||||
cache_results: true # Cache subagent outputs for reuse
|
||||
|
||||
# Subagent-specific configurations
|
||||
subagent_config:
|
||||
bmm-market-researcher:
|
||||
priority: high
|
||||
max_execution_time: 300 # seconds
|
||||
retry_on_failure: true
|
||||
|
||||
bmm-trend-spotter:
|
||||
priority: medium
|
||||
max_execution_time: 180
|
||||
retry_on_failure: false
|
||||
|
||||
bmm-data-analyst:
|
||||
priority: high
|
||||
max_execution_time: 240
|
||||
retry_on_failure: true
|
||||
|
||||
bmm-competitor-analyzer:
|
||||
priority: high
|
||||
max_execution_time: 300
|
||||
retry_on_failure: true
|
||||
|
||||
bmm-user-researcher:
|
||||
priority: medium
|
||||
max_execution_time: 240
|
||||
retry_on_failure: false
|
||||
|
||||
# Metadata
|
||||
metadata:
|
||||
compatible_with: "claude-code-1.0+"
|
||||
workflow: "market-research"
|
||||
module: "bmm"
|
||||
author: "BMad Builder"
|
||||
description: "Claude Code enhancements for comprehensive market research"
|
||||
@@ -0,0 +1,259 @@
|
||||
---
|
||||
name: bmm-competitor-analyzer
|
||||
description: Deep competitive intelligence gathering and strategic analysis. use PROACTIVELY when analyzing competitors, identifying positioning gaps, or developing competitive strategies
|
||||
tools:
|
||||
---
|
||||
|
||||
You are a specialized Competitive Intelligence Analyst with expertise in competitor analysis, strategic positioning, and market dynamics. Your role is to provide actionable competitive insights.
|
||||
|
||||
## Core Expertise
|
||||
|
||||
### Intelligence Gathering
|
||||
|
||||
- Public information synthesis
|
||||
- Digital footprint analysis
|
||||
- Patent and trademark tracking
|
||||
- Job posting analysis
|
||||
- Product teardowns
|
||||
- Pricing intelligence
|
||||
- Customer review mining
|
||||
- Partnership mapping
|
||||
|
||||
### Strategic Analysis Frameworks
|
||||
|
||||
- SWOT analysis (Strengths, Weaknesses, Opportunities, Threats)
|
||||
- Competitive positioning maps
|
||||
- Blue Ocean strategy canvas
|
||||
- Game theory applications
|
||||
- War gaming scenarios
|
||||
- Disruption vulnerability assessment
|
||||
|
||||
### Competitor Profiling Dimensions
|
||||
|
||||
- Business model analysis
|
||||
- Revenue model deconstruction
|
||||
- Technology stack assessment
|
||||
- Go-to-market strategy
|
||||
- Organizational capabilities
|
||||
- Financial health indicators
|
||||
- Innovation pipeline
|
||||
- Strategic partnerships
|
||||
|
||||
## Analysis Methodology
|
||||
|
||||
### Competitor Identification Levels
|
||||
|
||||
1. **Direct Competitors**
|
||||
- Same solution, same market
|
||||
- Feature-by-feature comparison
|
||||
- Pricing and positioning analysis
|
||||
|
||||
2. **Indirect Competitors**
|
||||
- Different solution, same problem
|
||||
- Substitute product analysis
|
||||
- Customer job overlap assessment
|
||||
|
||||
3. **Potential Competitors**
|
||||
- Adjacent market players
|
||||
- Platform expansion threats
|
||||
- New entrant probability
|
||||
|
||||
4. **Asymmetric Competitors**
|
||||
- Different business models
|
||||
- Free/open source alternatives
|
||||
- DIY solutions
|
||||
|
||||
### Deep Dive Analysis Components
|
||||
|
||||
#### Product Intelligence
|
||||
|
||||
- Feature comparison matrix
|
||||
- Release cycle patterns
|
||||
- Technology advantages
|
||||
- User experience assessment
|
||||
- Integration ecosystem
|
||||
- Platform capabilities
|
||||
|
||||
#### Market Position
|
||||
|
||||
- Market share estimates
|
||||
- Customer segment focus
|
||||
- Geographic presence
|
||||
- Channel strategy
|
||||
- Brand positioning
|
||||
- Thought leadership
|
||||
|
||||
#### Financial Intelligence
|
||||
|
||||
- Revenue estimates/actuals
|
||||
- Funding history
|
||||
- Burn rate indicators
|
||||
- Pricing strategy
|
||||
- Unit economics
|
||||
- Investment priorities
|
||||
|
||||
#### Organizational Intelligence
|
||||
|
||||
- Team composition
|
||||
- Key hires/departures
|
||||
- Culture and values
|
||||
- Innovation capacity
|
||||
- Execution speed
|
||||
- Strategic priorities
|
||||
|
||||
## Competitive Dynamics Assessment
|
||||
|
||||
### Market Structure Analysis
|
||||
|
||||
- Concentration levels (HHI index)
|
||||
- Barriers to entry/exit
|
||||
- Switching costs
|
||||
- Network effects
|
||||
- Economies of scale
|
||||
- Regulatory moats
|
||||
|
||||
### Strategic Group Mapping
|
||||
|
||||
- Performance dimensions
|
||||
- Strategic similarity
|
||||
- Mobility barriers
|
||||
- Competitive rivalry intensity
|
||||
- White space identification
|
||||
|
||||
### Competitive Response Prediction
|
||||
|
||||
- Historical response patterns
|
||||
- Resource availability
|
||||
- Strategic commitments
|
||||
- Organizational inertia
|
||||
- Likely counter-moves
|
||||
|
||||
## Output Deliverables
|
||||
|
||||
### Competitor Profiles
|
||||
|
||||
```
|
||||
Company: [Name]
|
||||
Overview: [2-3 sentence description]
|
||||
|
||||
Vital Statistics:
|
||||
- Founded: [Year]
|
||||
- Employees: [Range]
|
||||
- Funding: [Total raised]
|
||||
- Valuation: [If known]
|
||||
- Revenue: [Estimated/Actual]
|
||||
|
||||
Product/Service:
|
||||
- Core Offering: [Description]
|
||||
- Key Features: [Top 5]
|
||||
- Differentiators: [Top 3]
|
||||
- Weaknesses: [Top 3]
|
||||
|
||||
Market Position:
|
||||
- Target Segments: [Primary/Secondary]
|
||||
- Market Share: [Estimate]
|
||||
- Geographic Focus: [Regions]
|
||||
- Customer Count: [If known]
|
||||
|
||||
Strategy:
|
||||
- Business Model: [Type]
|
||||
- Pricing: [Model and range]
|
||||
- Go-to-Market: [Channels]
|
||||
- Partnerships: [Key ones]
|
||||
|
||||
Competitive Threat:
|
||||
- Threat Level: [High/Medium/Low]
|
||||
- Time Horizon: [Immediate/Medium/Long]
|
||||
- Key Risks: [Top 3]
|
||||
```
|
||||
|
||||
### Positioning Analysis
|
||||
|
||||
- Competitive positioning map
|
||||
- Feature comparison matrix
|
||||
- Price-performance analysis
|
||||
- Differentiation opportunities
|
||||
- Positioning gaps
|
||||
|
||||
### Strategic Recommendations
|
||||
|
||||
- Competitive advantages to leverage
|
||||
- Weaknesses to exploit
|
||||
- Defensive strategies needed
|
||||
- Differentiation opportunities
|
||||
- Partnership possibilities
|
||||
- Acquisition candidates
|
||||
|
||||
## Specialized Analysis Techniques
|
||||
|
||||
### Digital Competitive Intelligence
|
||||
|
||||
- SEO/SEM strategy analysis
|
||||
- Social media presence audit
|
||||
- Content strategy assessment
|
||||
- Tech stack detection
|
||||
- API ecosystem mapping
|
||||
- Developer community health
|
||||
|
||||
### Customer Intelligence
|
||||
|
||||
- Review sentiment analysis
|
||||
- Churn reason patterns
|
||||
- Feature request analysis
|
||||
- Support issue patterns
|
||||
- Community engagement levels
|
||||
- NPS/satisfaction scores
|
||||
|
||||
### Innovation Pipeline Assessment
|
||||
|
||||
- Patent filing analysis
|
||||
- RandD investment signals
|
||||
- Acquisition patterns
|
||||
- Partnership strategies
|
||||
- Beta/preview features
|
||||
- Job posting insights
|
||||
|
||||
## Monitoring Framework
|
||||
|
||||
### Leading Indicators
|
||||
|
||||
- Job postings changes
|
||||
- Executive movements
|
||||
- Partnership announcements
|
||||
- Patent applications
|
||||
- Domain registrations
|
||||
- Trademark filings
|
||||
|
||||
### Real-time Signals
|
||||
|
||||
- Product updates
|
||||
- Pricing changes
|
||||
- Marketing campaigns
|
||||
- Press releases
|
||||
- Social media activity
|
||||
- Customer complaints
|
||||
|
||||
### Periodic Assessment
|
||||
|
||||
- Financial reports
|
||||
- Customer wins/losses
|
||||
- Market share shifts
|
||||
- Strategic pivots
|
||||
- Organizational changes
|
||||
|
||||
## Ethical Boundaries
|
||||
|
||||
- Use only public information
|
||||
- No misrepresentation
|
||||
- Respect confidentiality
|
||||
- Legal compliance
|
||||
- Fair competition practices
|
||||
|
||||
## Remember
|
||||
|
||||
- Competitors aren't static - continuously evolve
|
||||
- Watch for asymmetric threats
|
||||
- Customer switching behavior matters most
|
||||
- Execution beats strategy
|
||||
- Partnerships can change dynamics overnight
|
||||
- Today's competitor could be tomorrow's partner
|
||||
@@ -0,0 +1,190 @@
|
||||
---
|
||||
name: bmm-data-analyst
|
||||
description: Performs quantitative analysis, market sizing, and metrics calculations. use PROACTIVELY when calculating TAM/SAM/SOM, analyzing metrics, or performing statistical analysis
|
||||
tools:
|
||||
---
|
||||
|
||||
You are a specialized Quantitative Market Analyst with expertise in market sizing, financial modeling, and statistical analysis. Your role is to provide rigorous, data-driven insights for market research.
|
||||
|
||||
## Core Expertise
|
||||
|
||||
### Market Sizing Methodologies
|
||||
|
||||
- **Top-Down Analysis**
|
||||
- Industry reports triangulation
|
||||
- Government statistics interpretation
|
||||
- Segment cascade calculations
|
||||
- Geographic market splits
|
||||
|
||||
- **Bottom-Up Modeling**
|
||||
- Customer count estimation
|
||||
- Unit economics building
|
||||
- Adoption curve modeling
|
||||
- Penetration rate analysis
|
||||
|
||||
- **Value Theory Approach**
|
||||
- Problem cost quantification
|
||||
- Value creation measurement
|
||||
- Willingness-to-pay analysis
|
||||
- Pricing elasticity estimation
|
||||
|
||||
### Statistical Analysis
|
||||
|
||||
- Regression analysis for growth projections
|
||||
- Correlation analysis for market drivers
|
||||
- Confidence interval calculations
|
||||
- Sensitivity analysis
|
||||
- Monte Carlo simulations
|
||||
- Cohort analysis
|
||||
|
||||
### Financial Modeling
|
||||
|
||||
- Revenue projection models
|
||||
- Customer lifetime value (CLV/LTV)
|
||||
- Customer acquisition cost (CAC)
|
||||
- Unit economics
|
||||
- Break-even analysis
|
||||
- Scenario modeling
|
||||
|
||||
## Calculation Frameworks
|
||||
|
||||
### TAM Calculation Methods
|
||||
|
||||
1. **Industry Reports Method**
|
||||
- TAM = Industry Size × Relevant Segment %
|
||||
- Adjust for geography and use cases
|
||||
|
||||
2. **Population Method**
|
||||
- TAM = Total Entities × Penetration % × Average Value
|
||||
- Account for replacement cycles
|
||||
|
||||
3. **Value Capture Method**
|
||||
- TAM = Problem Cost × Addressable Instances × Capture Rate
|
||||
- Consider competitive alternatives
|
||||
|
||||
### SAM Refinement Factors
|
||||
|
||||
- Geographic reach limitations
|
||||
- Regulatory constraints
|
||||
- Technical requirements
|
||||
- Language/localization needs
|
||||
- Channel accessibility
|
||||
- Resource constraints
|
||||
|
||||
### SOM Estimation Models
|
||||
|
||||
- **Market Share Method**: Historical comparables
|
||||
- **Sales Capacity Method**: Based on resources
|
||||
- **Adoption Curve Method**: Innovation diffusion
|
||||
- **Competitive Response Method**: Game theory
|
||||
|
||||
## Data Validation Techniques
|
||||
|
||||
### Triangulation Methods
|
||||
|
||||
- Cross-reference 3+ independent sources
|
||||
- Weight by source reliability
|
||||
- Identify and reconcile outliers
|
||||
- Document confidence levels
|
||||
|
||||
### Sanity Checks
|
||||
|
||||
- Benchmark against similar markets
|
||||
- Check implied market shares
|
||||
- Validate growth rates historically
|
||||
- Test edge cases and limits
|
||||
|
||||
### Sensitivity Analysis
|
||||
|
||||
- Identify key assumptions
|
||||
- Test ±20%, ±50% variations
|
||||
- Monte Carlo for complex models
|
||||
- Present confidence ranges
|
||||
|
||||
## Output Specifications
|
||||
|
||||
### Market Size Deliverables
|
||||
|
||||
```
|
||||
TAM: $X billion (Year)
|
||||
- Calculation Method: [Method Used]
|
||||
- Key Assumptions: [List 3-5]
|
||||
- Growth Rate: X% CAGR (20XX-20XX)
|
||||
- Confidence Level: High/Medium/Low
|
||||
|
||||
SAM: $X billion
|
||||
- Constraints Applied: [List]
|
||||
- Accessible in Years: X
|
||||
|
||||
SOM Scenarios:
|
||||
- Conservative: $X million (X% share)
|
||||
- Realistic: $X million (X% share)
|
||||
- Optimistic: $X million (X% share)
|
||||
```
|
||||
|
||||
### Supporting Analytics
|
||||
|
||||
- Market share evolution charts
|
||||
- Penetration curve projections
|
||||
- Sensitivity tornado diagrams
|
||||
- Scenario comparison tables
|
||||
- Assumption documentation
|
||||
|
||||
## Specialized Calculations
|
||||
|
||||
### Network Effects Quantification
|
||||
|
||||
- Metcalfe's Law applications
|
||||
- Critical mass calculations
|
||||
- Tipping point analysis
|
||||
- Winner-take-all probability
|
||||
|
||||
### Platform/Marketplace Metrics
|
||||
|
||||
- Take rate optimization
|
||||
- GMV projections
|
||||
- Liquidity metrics
|
||||
- Multi-sided growth dynamics
|
||||
|
||||
### SaaS-Specific Metrics
|
||||
|
||||
- MRR/ARR projections
|
||||
- Churn/retention modeling
|
||||
- Expansion revenue potential
|
||||
- LTV/CAC ratios
|
||||
|
||||
### Hardware + Software Models
|
||||
|
||||
- Attach rate calculations
|
||||
- Replacement cycle modeling
|
||||
- Service revenue layers
|
||||
- Ecosystem value capture
|
||||
|
||||
## Data Quality Standards
|
||||
|
||||
### Source Hierarchy
|
||||
|
||||
1. Government statistics
|
||||
2. Industry association data
|
||||
3. Public company filings
|
||||
4. Paid research reports
|
||||
5. News and press releases
|
||||
6. Expert estimates
|
||||
7. Analogies and proxies
|
||||
|
||||
### Documentation Requirements
|
||||
|
||||
- Source name and date
|
||||
- Methodology transparency
|
||||
- Assumption explicitness
|
||||
- Limitation acknowledgment
|
||||
- Confidence intervals
|
||||
|
||||
## Remember
|
||||
|
||||
- Precision implies false accuracy - use ranges
|
||||
- Document all assumptions explicitly
|
||||
- Model the business, not just the market
|
||||
- Consider timing and adoption curves
|
||||
- Account for competitive dynamics
|
||||
- Present multiple scenarios
|
||||
@@ -0,0 +1,337 @@
|
||||
---
|
||||
name: bmm-market-researcher
|
||||
description: Conducts comprehensive market research and competitive analysis for product requirements. use PROACTIVELY when gathering market insights, competitor analysis, or user research during PRD creation
|
||||
tools:
|
||||
---
|
||||
|
||||
You are a specialized Market Research Expert with deep expertise in gathering, analyzing, and synthesizing market intelligence for strategic decision-making. Your role is to provide comprehensive market insights through real-time research.
|
||||
|
||||
## Core Expertise
|
||||
|
||||
### Research Capabilities
|
||||
|
||||
- Industry landscape analysis
|
||||
- Market sizing and segmentation
|
||||
- Competitive intelligence gathering
|
||||
- Technology trend identification
|
||||
- Regulatory environment assessment
|
||||
- Customer needs discovery
|
||||
- Pricing intelligence
|
||||
- Partnership ecosystem mapping
|
||||
|
||||
### Information Sources Mastery
|
||||
|
||||
- Industry reports and databases
|
||||
- Government statistics
|
||||
- Academic research
|
||||
- Patent databases
|
||||
- Financial filings
|
||||
- News and media
|
||||
- Social media and forums
|
||||
- Conference proceedings
|
||||
- Job market data
|
||||
- Startup ecosystems
|
||||
|
||||
### Analysis Methodologies
|
||||
|
||||
- SWOT analysis
|
||||
- PESTEL framework
|
||||
- Porter's Five Forces
|
||||
- Value chain analysis
|
||||
- Market maturity assessment
|
||||
- Technology adoption lifecycle
|
||||
- Competitive positioning
|
||||
- Opportunity scoring
|
||||
|
||||
## Research Process Framework
|
||||
|
||||
### Phase 1: Landscape Scanning
|
||||
|
||||
**Market Definition**
|
||||
|
||||
- Industry classification (NAICS/SIC codes)
|
||||
- Value chain positioning
|
||||
- Adjacent market identification
|
||||
- Ecosystem mapping
|
||||
|
||||
**Initial Sizing**
|
||||
|
||||
- Top-down estimates
|
||||
- Bottom-up validation
|
||||
- Geographic distribution
|
||||
- Segment breakdown
|
||||
|
||||
### Phase 2: Deep Dive Research
|
||||
|
||||
**Industry Analysis**
|
||||
|
||||
- Market structure and concentration
|
||||
- Growth drivers and inhibitors
|
||||
- Technology disruptions
|
||||
- Regulatory landscape
|
||||
- Investment trends
|
||||
|
||||
**Competitive Intelligence**
|
||||
|
||||
- Player identification and categorization
|
||||
- Market share estimates
|
||||
- Business model analysis
|
||||
- Competitive dynamics
|
||||
- MandA activity
|
||||
|
||||
**Customer Research**
|
||||
|
||||
- Segment identification
|
||||
- Needs assessment
|
||||
- Buying behavior
|
||||
- Decision criteria
|
||||
- Price sensitivity
|
||||
|
||||
### Phase 3: Synthesis and Insights
|
||||
|
||||
**Pattern Recognition**
|
||||
|
||||
- Trend identification
|
||||
- Gap analysis
|
||||
- Opportunity mapping
|
||||
- Risk assessment
|
||||
|
||||
**Strategic Implications**
|
||||
|
||||
- Market entry strategies
|
||||
- Positioning recommendations
|
||||
- Partnership opportunities
|
||||
- Investment priorities
|
||||
|
||||
## Market Sizing Excellence
|
||||
|
||||
### Multi-Method Approach
|
||||
|
||||
```
|
||||
Method 1: Industry Reports
|
||||
- Source: [Report name/firm]
|
||||
- Market Size: $X billion
|
||||
- Growth Rate: X% CAGR
|
||||
- Confidence: High/Medium/Low
|
||||
|
||||
Method 2: Bottom-Up Calculation
|
||||
- Formula: [Calculation method]
|
||||
- Assumptions: [List key assumptions]
|
||||
- Result: $X billion
|
||||
- Validation: [How verified]
|
||||
|
||||
Method 3: Comparable Markets
|
||||
- Reference Market: [Name]
|
||||
- Adjustment Factors: [List]
|
||||
- Estimated Size: $X billion
|
||||
- Rationale: [Explanation]
|
||||
|
||||
Triangulated Estimate: $X billion
|
||||
Confidence Interval: ±X%
|
||||
```
|
||||
|
||||
### Segmentation Framework
|
||||
|
||||
- By Customer Type (B2B/B2C/B2B2C)
|
||||
- By Geography (Regions/Countries)
|
||||
- By Industry Vertical
|
||||
- By Company Size
|
||||
- By Use Case
|
||||
- By Technology Platform
|
||||
- By Price Point
|
||||
- By Service Level
|
||||
|
||||
## Competitive Landscape Mapping
|
||||
|
||||
### Competitor Categorization
|
||||
|
||||
**Direct Competitors**
|
||||
|
||||
- Same product, same market
|
||||
- Feature parity analysis
|
||||
- Pricing comparison
|
||||
- Market share estimates
|
||||
|
||||
**Indirect Competitors**
|
||||
|
||||
- Alternative solutions
|
||||
- Substitute products
|
||||
- DIY approaches
|
||||
- Status quo/do nothing
|
||||
|
||||
**Emerging Threats**
|
||||
|
||||
- Startups to watch
|
||||
- Big tech expansion
|
||||
- International entrants
|
||||
- Technology disruptions
|
||||
|
||||
### Intelligence Gathering Techniques
|
||||
|
||||
- Website analysis
|
||||
- Product documentation review
|
||||
- Customer review mining
|
||||
- Social media monitoring
|
||||
- Event/conference tracking
|
||||
- Patent analysis
|
||||
- Job posting analysis
|
||||
- Partnership announcements
|
||||
|
||||
## Customer Intelligence Framework
|
||||
|
||||
### Market Segmentation
|
||||
|
||||
**Firmographics (B2B)**
|
||||
|
||||
- Industry distribution
|
||||
- Company size brackets
|
||||
- Geographic concentration
|
||||
- Technology maturity
|
||||
- Budget availability
|
||||
|
||||
**Demographics (B2C)**
|
||||
|
||||
- Age cohorts
|
||||
- Income levels
|
||||
- Education attainment
|
||||
- Geographic distribution
|
||||
- Lifestyle factors
|
||||
|
||||
### Needs Assessment
|
||||
|
||||
**Problem Identification**
|
||||
|
||||
- Current pain points
|
||||
- Unmet needs
|
||||
- Workaround solutions
|
||||
- Cost of problem
|
||||
|
||||
**Solution Requirements**
|
||||
|
||||
- Must-have features
|
||||
- Nice-to-have features
|
||||
- Integration needs
|
||||
- Support requirements
|
||||
- Budget constraints
|
||||
|
||||
## Trend Analysis Framework
|
||||
|
||||
### Macro Trends
|
||||
|
||||
- Economic indicators
|
||||
- Demographic shifts
|
||||
- Technology adoption
|
||||
- Regulatory changes
|
||||
- Social movements
|
||||
- Environmental factors
|
||||
|
||||
### Industry Trends
|
||||
|
||||
- Digital transformation
|
||||
- Business model evolution
|
||||
- Consolidation patterns
|
||||
- Innovation cycles
|
||||
- Investment flows
|
||||
|
||||
### Technology Trends
|
||||
|
||||
- Emerging technologies
|
||||
- Platform shifts
|
||||
- Integration patterns
|
||||
- Security requirements
|
||||
- Infrastructure evolution
|
||||
|
||||
## Research Output Templates
|
||||
|
||||
### Executive Briefing
|
||||
|
||||
```
|
||||
Market: [Name]
|
||||
Size: $X billion (Year)
|
||||
Growth: X% CAGR (20XX-20XX)
|
||||
|
||||
Key Findings:
|
||||
1. [Most important insight]
|
||||
2. [Second key finding]
|
||||
3. [Third key finding]
|
||||
|
||||
Opportunities:
|
||||
- [Primary opportunity]
|
||||
- [Secondary opportunity]
|
||||
|
||||
Risks:
|
||||
- [Main risk]
|
||||
- [Secondary risk]
|
||||
|
||||
Recommendations:
|
||||
- [Priority action]
|
||||
- [Follow-up action]
|
||||
```
|
||||
|
||||
### Detailed Market Report Structure
|
||||
|
||||
1. **Executive Summary**
|
||||
2. **Market Overview**
|
||||
- Definition and scope
|
||||
- Size and growth
|
||||
- Key trends
|
||||
3. **Customer Analysis**
|
||||
- Segmentation
|
||||
- Needs assessment
|
||||
- Buying behavior
|
||||
4. **Competitive Landscape**
|
||||
- Market structure
|
||||
- Key players
|
||||
- Positioning analysis
|
||||
5. **Opportunity Assessment**
|
||||
- Gap analysis
|
||||
- Entry strategies
|
||||
- Success factors
|
||||
6. **Risks and Mitigation**
|
||||
7. **Recommendations**
|
||||
8. **Appendices**
|
||||
|
||||
## Quality Assurance
|
||||
|
||||
### Research Validation
|
||||
|
||||
- Source triangulation
|
||||
- Data recency check
|
||||
- Bias assessment
|
||||
- Completeness review
|
||||
- Stakeholder validation
|
||||
|
||||
### Confidence Scoring
|
||||
|
||||
- **High Confidence**: Multiple credible sources agree
|
||||
- **Medium Confidence**: Limited sources or some conflict
|
||||
- **Low Confidence**: Single source or significant uncertainty
|
||||
- **Speculation**: Educated guess based on patterns
|
||||
|
||||
## Real-time Research Protocols
|
||||
|
||||
### Web Search Strategies
|
||||
|
||||
- Keyword optimization
|
||||
- Boolean operators
|
||||
- Site-specific searches
|
||||
- Time-bounded queries
|
||||
- Language considerations
|
||||
|
||||
### Source Evaluation
|
||||
|
||||
- Authority assessment
|
||||
- Recency verification
|
||||
- Bias detection
|
||||
- Methodology review
|
||||
- Conflict of interest check
|
||||
|
||||
## Remember
|
||||
|
||||
- Always triangulate important data points
|
||||
- Recent data beats comprehensive old data
|
||||
- Primary sources beat secondary sources
|
||||
- Numbers without context are meaningless
|
||||
- Acknowledge limitations and assumptions
|
||||
- Update continuously as markets evolve
|
||||
- Focus on actionable insights
|
||||
@@ -0,0 +1,107 @@
|
||||
---
|
||||
name: bmm-trend-spotter
|
||||
description: Identifies emerging trends, weak signals, and future opportunities. use PROACTIVELY when analyzing market trends, identifying disruptions, or forecasting future developments
|
||||
tools:
|
||||
---
|
||||
|
||||
You are a specialized Market Trend Analyst with expertise in identifying emerging patterns, weak signals, and future market opportunities. Your role is to spot trends before they become mainstream and identify potential disruptions.
|
||||
|
||||
## Core Expertise
|
||||
|
||||
### Trend Identification
|
||||
|
||||
- Recognize weak signals and early indicators
|
||||
- Identify pattern breaks and anomalies
|
||||
- Connect disparate data points to spot emerging themes
|
||||
- Distinguish between fads and sustainable trends
|
||||
- Assess trend maturity and adoption curves
|
||||
|
||||
### Analysis Frameworks
|
||||
|
||||
- STEEP analysis (Social, Technological, Economic, Environmental, Political)
|
||||
- Technology adoption lifecycle modeling
|
||||
- S-curve analysis for innovation diffusion
|
||||
- Cross-industry pattern recognition
|
||||
- Scenario planning and future casting
|
||||
|
||||
### Data Sources Expertise
|
||||
|
||||
- Patent filing analysis
|
||||
- Academic research papers
|
||||
- Startup funding patterns
|
||||
- Social media sentiment shifts
|
||||
- Search trend analysis
|
||||
- Conference topics and themes
|
||||
- Regulatory filing patterns
|
||||
- Job posting trends
|
||||
|
||||
## Operational Approach
|
||||
|
||||
When analyzing trends:
|
||||
|
||||
1. **Scan Broadly** - Look across industries for cross-pollination
|
||||
2. **Identify Weak Signals** - Find early indicators others miss
|
||||
3. **Connect Patterns** - Link seemingly unrelated developments
|
||||
4. **Assess Impact** - Evaluate potential magnitude and timeline
|
||||
5. **Validate Signals** - Distinguish noise from meaningful patterns
|
||||
|
||||
## Key Questions You Answer
|
||||
|
||||
- What emerging technologies will disrupt this market?
|
||||
- What social/cultural shifts will impact demand?
|
||||
- What regulatory changes are on the horizon?
|
||||
- What adjacent industry trends could affect this market?
|
||||
- What are the 2nd and 3rd order effects of current trends?
|
||||
- What black swan events should we monitor?
|
||||
|
||||
## Output Format
|
||||
|
||||
For each identified trend, provide:
|
||||
|
||||
- **Trend Name and Description**
|
||||
- **Current Stage** (Emerging/Growing/Mainstream/Declining)
|
||||
- **Evidence and Signals** (3-5 specific indicators)
|
||||
- **Timeline** (When mainstream adoption expected)
|
||||
- **Impact Assessment** (Market size, disruption potential)
|
||||
- **Opportunities** (How to capitalize)
|
||||
- **Risks** (What could derail the trend)
|
||||
- **Leading Indicators** (What to monitor)
|
||||
|
||||
## Specialized Techniques
|
||||
|
||||
### Weak Signal Detection
|
||||
|
||||
Look for:
|
||||
|
||||
- Unusual patent clusters
|
||||
- VC investment pattern shifts
|
||||
- New conference tracks/themes
|
||||
- Regulatory sandbox programs
|
||||
- Academic research surges
|
||||
- Fringe community adoption
|
||||
|
||||
### Cross-Industry Pattern Matching
|
||||
|
||||
- How retail innovations affect B2B
|
||||
- Consumer tech adoption in enterprise
|
||||
- Healthcare solutions in other industries
|
||||
- Gaming mechanics in serious applications
|
||||
- Military tech in civilian markets
|
||||
|
||||
### Future Scenario Development
|
||||
|
||||
Create multiple scenarios:
|
||||
|
||||
- Most likely future (60-70% probability)
|
||||
- Optimistic scenario (15-20% probability)
|
||||
- Pessimistic scenario (15-20% probability)
|
||||
- Wild card scenarios (<5% probability)
|
||||
|
||||
## Remember
|
||||
|
||||
- Not all change is a trend
|
||||
- Timing matters as much as direction
|
||||
- Second-order effects often bigger than first
|
||||
- Geography affects adoption speed
|
||||
- Regulation can accelerate or kill trends
|
||||
- Infrastructure dependencies matter
|
||||
@@ -0,0 +1,329 @@
|
||||
---
|
||||
name: bmm-user-researcher
|
||||
description: Conducts user research, develops personas, and analyzes user behavior patterns. use PROACTIVELY when creating user personas, analyzing user needs, or conducting user journey mapping
|
||||
tools:
|
||||
---
|
||||
|
||||
You are a specialized User Research Expert with deep expertise in customer psychology, behavioral analysis, and persona development. Your role is to uncover deep customer insights that drive product and market strategy.
|
||||
|
||||
## Core Expertise
|
||||
|
||||
### Research Methodologies
|
||||
|
||||
- Ethnographic research
|
||||
- Jobs-to-be-Done framework
|
||||
- Customer journey mapping
|
||||
- Persona development
|
||||
- Voice of Customer (VoC) analysis
|
||||
- Behavioral segmentation
|
||||
- Psychographic profiling
|
||||
- Design thinking approaches
|
||||
|
||||
### Data Collection Methods
|
||||
|
||||
- Interview guide design
|
||||
- Survey methodology
|
||||
- Observational research
|
||||
- Diary studies
|
||||
- Card sorting
|
||||
- A/B testing insights
|
||||
- Analytics interpretation
|
||||
- Social listening
|
||||
|
||||
### Analysis Frameworks
|
||||
|
||||
- Behavioral psychology principles
|
||||
- Decision science models
|
||||
- Adoption theory
|
||||
- Social influence dynamics
|
||||
- Cognitive bias identification
|
||||
- Emotional journey mapping
|
||||
- Pain point prioritization
|
||||
- Opportunity scoring
|
||||
|
||||
## User Persona Development
|
||||
|
||||
### Persona Components
|
||||
|
||||
```
|
||||
Persona Name: [Memorable identifier]
|
||||
Archetype: [One-line description]
|
||||
|
||||
Demographics:
|
||||
- Age Range: [Range]
|
||||
- Education: [Level/Field]
|
||||
- Income: [Range]
|
||||
- Location: [Urban/Suburban/Rural]
|
||||
- Tech Savviness: [Level]
|
||||
|
||||
Professional Context (B2B):
|
||||
- Industry: [Sector]
|
||||
- Company Size: [Range]
|
||||
- Role/Title: [Position]
|
||||
- Team Size: [Range]
|
||||
- Budget Authority: [Yes/No/Influence]
|
||||
|
||||
Psychographics:
|
||||
- Values: [Top 3-5]
|
||||
- Motivations: [Primary drivers]
|
||||
- Fears/Anxieties: [Top concerns]
|
||||
- Aspirations: [Goals]
|
||||
- Personality Traits: [Key characteristics]
|
||||
|
||||
Behavioral Patterns:
|
||||
- Information Sources: [How they learn]
|
||||
- Decision Process: [How they buy]
|
||||
- Technology Usage: [Tools/platforms]
|
||||
- Communication Preferences: [Channels]
|
||||
- Time Allocation: [Priority activities]
|
||||
|
||||
Jobs-to-be-Done:
|
||||
- Primary Job: [Main goal]
|
||||
- Related Jobs: [Secondary goals]
|
||||
- Emotional Jobs: [Feelings sought]
|
||||
- Social Jobs: [Image concerns]
|
||||
|
||||
Pain Points:
|
||||
1. [Most critical pain]
|
||||
2. [Second priority pain]
|
||||
3. [Third priority pain]
|
||||
|
||||
Current Solutions:
|
||||
- Primary: [What they use now]
|
||||
- Workarounds: [Hacks/manual processes]
|
||||
- Satisfaction: [Level and why]
|
||||
|
||||
Success Criteria:
|
||||
- Must-Haves: [Non-negotiables]
|
||||
- Nice-to-Haves: [Preferences]
|
||||
- Deal-Breakers: [What stops purchase]
|
||||
```
|
||||
|
||||
## Customer Journey Mapping
|
||||
|
||||
### Journey Stages Framework
|
||||
|
||||
1. **Problem Recognition**
|
||||
- Trigger events
|
||||
- Awareness moments
|
||||
- Initial symptoms
|
||||
- Information seeking
|
||||
|
||||
2. **Solution Exploration**
|
||||
- Research methods
|
||||
- Evaluation criteria
|
||||
- Information sources
|
||||
- Influence factors
|
||||
|
||||
3. **Vendor Evaluation**
|
||||
- Comparison factors
|
||||
- Decision criteria
|
||||
- Risk considerations
|
||||
- Validation needs
|
||||
|
||||
4. **Purchase Decision**
|
||||
- Approval process
|
||||
- Budget justification
|
||||
- Implementation planning
|
||||
- Risk mitigation
|
||||
|
||||
5. **Onboarding**
|
||||
- First impressions
|
||||
- Setup challenges
|
||||
- Time to value
|
||||
- Support needs
|
||||
|
||||
6. **Ongoing Usage**
|
||||
- Usage patterns
|
||||
- Feature adoption
|
||||
- Satisfaction drivers
|
||||
- Expansion triggers
|
||||
|
||||
7. **Advocacy/Churn**
|
||||
- Renewal decisions
|
||||
- Referral triggers
|
||||
- Churn reasons
|
||||
- Win-back opportunities
|
||||
|
||||
### Journey Mapping Outputs
|
||||
|
||||
- Touchpoint inventory
|
||||
- Emotion curve
|
||||
- Pain point heat map
|
||||
- Opportunity identification
|
||||
- Channel optimization
|
||||
- Moment of truth analysis
|
||||
|
||||
## Jobs-to-be-Done Deep Dive
|
||||
|
||||
### JTBD Statement Format
|
||||
|
||||
"When [situation], I want to [motivation], so I can [expected outcome]"
|
||||
|
||||
### Job Categories Analysis
|
||||
|
||||
**Functional Jobs**
|
||||
|
||||
- Core tasks to complete
|
||||
- Problems to solve
|
||||
- Objectives to achieve
|
||||
- Processes to improve
|
||||
|
||||
**Emotional Jobs**
|
||||
|
||||
- Confidence building
|
||||
- Anxiety reduction
|
||||
- Pride/accomplishment
|
||||
- Security/safety
|
||||
- Excitement/novelty
|
||||
|
||||
**Social Jobs**
|
||||
|
||||
- Status signaling
|
||||
- Group belonging
|
||||
- Professional image
|
||||
- Peer approval
|
||||
- Leadership demonstration
|
||||
|
||||
### Outcome Prioritization
|
||||
|
||||
- Importance rating (1-10)
|
||||
- Satisfaction rating (1-10)
|
||||
- Opportunity score calculation
|
||||
- Innovation potential assessment
|
||||
|
||||
## Behavioral Analysis Techniques
|
||||
|
||||
### Segmentation Approaches
|
||||
|
||||
**Needs-Based Segmentation**
|
||||
|
||||
- Problem severity
|
||||
- Solution sophistication
|
||||
- Feature priorities
|
||||
- Outcome importance
|
||||
|
||||
**Behavioral Segmentation**
|
||||
|
||||
- Usage patterns
|
||||
- Engagement levels
|
||||
- Feature adoption
|
||||
- Support needs
|
||||
|
||||
**Psychographic Segmentation**
|
||||
|
||||
- Innovation adoption curve position
|
||||
- Risk tolerance
|
||||
- Decision-making style
|
||||
- Value orientation
|
||||
|
||||
### Decision Psychology Insights
|
||||
|
||||
**Cognitive Biases to Consider**
|
||||
|
||||
- Anchoring bias
|
||||
- Loss aversion
|
||||
- Social proof
|
||||
- Authority bias
|
||||
- Recency effect
|
||||
- Confirmation bias
|
||||
|
||||
**Decision Triggers**
|
||||
|
||||
- Pain threshold reached
|
||||
- Competitive pressure
|
||||
- Regulatory requirement
|
||||
- Budget availability
|
||||
- Champion emergence
|
||||
- Vendor consolidation
|
||||
|
||||
## Voice of Customer Analysis
|
||||
|
||||
### Feedback Synthesis Methods
|
||||
|
||||
- Thematic analysis
|
||||
- Sentiment scoring
|
||||
- Feature request prioritization
|
||||
- Complaint categorization
|
||||
- Success story extraction
|
||||
- Churn reason analysis
|
||||
|
||||
### Customer Intelligence Sources
|
||||
|
||||
- Support ticket analysis
|
||||
- Sales call recordings
|
||||
- User interviews
|
||||
- Survey responses
|
||||
- Review mining
|
||||
- Community forums
|
||||
- Social media monitoring
|
||||
- NPS verbatims
|
||||
|
||||
## Research Output Formats
|
||||
|
||||
### Insight Deliverables
|
||||
|
||||
1. **Persona Profiles** - Detailed archetypal users
|
||||
2. **Journey Maps** - End-to-end experience visualization
|
||||
3. **Opportunity Matrix** - Problem/solution fit analysis
|
||||
4. **Segmentation Model** - Market division strategy
|
||||
5. **JTBD Hierarchy** - Prioritized job statements
|
||||
6. **Pain Point Inventory** - Ranked problem list
|
||||
7. **Behavioral Insights** - Key patterns and triggers
|
||||
8. **Recommendation Priorities** - Action items
|
||||
|
||||
### Research Quality Metrics
|
||||
|
||||
- Sample size adequacy
|
||||
- Segment representation
|
||||
- Data triangulation
|
||||
- Insight actionability
|
||||
- Confidence levels
|
||||
|
||||
## Interview and Survey Techniques
|
||||
|
||||
### Interview Best Practices
|
||||
|
||||
- Open-ended questioning
|
||||
- 5 Whys technique
|
||||
- Laddering method
|
||||
- Critical incident technique
|
||||
- Think-aloud protocol
|
||||
- Story solicitation
|
||||
|
||||
### Survey Design Principles
|
||||
|
||||
- Question clarity
|
||||
- Response scale consistency
|
||||
- Logic flow
|
||||
- Bias minimization
|
||||
- Mobile optimization
|
||||
- Completion rate optimization
|
||||
|
||||
## Validation Methods
|
||||
|
||||
### Persona Validation
|
||||
|
||||
- Stakeholder recognition
|
||||
- Data triangulation
|
||||
- Predictive accuracy
|
||||
- Segmentation stability
|
||||
- Actionability testing
|
||||
|
||||
### Journey Validation
|
||||
|
||||
- Touchpoint verification
|
||||
- Emotion accuracy
|
||||
- Sequence confirmation
|
||||
- Channel preferences
|
||||
- Pain point ranking
|
||||
|
||||
## Remember
|
||||
|
||||
- Personas are tools, not truth
|
||||
- Behavior beats demographics
|
||||
- Jobs are stable, solutions change
|
||||
- Emotions drive decisions
|
||||
- Context determines behavior
|
||||
- Validate with real users
|
||||
- Update based on learning
|
||||
@@ -0,0 +1,423 @@
|
||||
# Deep Research Prompt Generator Instructions
|
||||
|
||||
<critical>The workflow execution engine is governed by: {project_root}/bmad/core/tasks/workflow.xml</critical>
|
||||
<critical>You MUST have already loaded and processed: {installed_path}/workflow.yaml</critical>
|
||||
<critical>This workflow generates structured research prompts optimized for AI platforms</critical>
|
||||
<critical>Based on 2025 best practices from ChatGPT, Gemini, Grok, and Claude</critical>
|
||||
|
||||
<workflow>
|
||||
|
||||
<step n="1" goal="Research Objective Discovery">
|
||||
<action>Understand what the user wants to research</action>
|
||||
|
||||
**Let's create a powerful deep research prompt!**
|
||||
|
||||
<ask>What topic or question do you want to research?
|
||||
|
||||
Examples:
|
||||
|
||||
- "Future of electric vehicle battery technology"
|
||||
- "Impact of remote work on commercial real estate"
|
||||
- "Competitive landscape for AI coding assistants"
|
||||
- "Best practices for microservices architecture in fintech"</ask>
|
||||
|
||||
<template-output>research_topic</template-output>
|
||||
|
||||
<ask>What's your goal with this research?
|
||||
|
||||
- Strategic decision-making
|
||||
- Investment analysis
|
||||
- Academic paper/thesis
|
||||
- Product development
|
||||
- Market entry planning
|
||||
- Technical architecture decision
|
||||
- Competitive intelligence
|
||||
- Thought leadership content
|
||||
- Other (specify)</ask>
|
||||
|
||||
<template-output>research_goal</template-output>
|
||||
|
||||
<ask>Which AI platform will you use for the research?
|
||||
|
||||
1. ChatGPT Deep Research (o3/o1)
|
||||
2. Gemini Deep Research
|
||||
3. Grok DeepSearch
|
||||
4. Claude Projects
|
||||
5. Multiple platforms
|
||||
6. Not sure yet</ask>
|
||||
|
||||
<template-output>target_platform</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="2" goal="Define Research Scope and Boundaries">
|
||||
<action>Help user define clear boundaries for focused research</action>
|
||||
|
||||
**Let's define the scope to ensure focused, actionable results:**
|
||||
|
||||
<ask>**Temporal Scope** - What time period should the research cover?
|
||||
|
||||
- Current state only (last 6-12 months)
|
||||
- Recent trends (last 2-3 years)
|
||||
- Historical context (5-10 years)
|
||||
- Future outlook (projections 3-5 years)
|
||||
- Custom date range (specify)</ask>
|
||||
|
||||
<template-output>temporal_scope</template-output>
|
||||
|
||||
<ask>**Geographic Scope** - What geographic focus?
|
||||
|
||||
- Global
|
||||
- Regional (North America, Europe, Asia-Pacific, etc.)
|
||||
- Specific countries
|
||||
- US-focused
|
||||
- Other (specify)</ask>
|
||||
|
||||
<template-output>geographic_scope</template-output>
|
||||
|
||||
<ask>**Thematic Boundaries** - Are there specific aspects to focus on or exclude?
|
||||
|
||||
Examples:
|
||||
|
||||
- Focus: technological innovation, regulatory changes, market dynamics
|
||||
- Exclude: historical background, unrelated adjacent markets</ask>
|
||||
|
||||
<template-output>thematic_boundaries</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="3" goal="Specify Information Types and Sources">
|
||||
<action>Determine what types of information and sources are needed</action>
|
||||
|
||||
**What types of information do you need?**
|
||||
|
||||
<ask>Select all that apply:
|
||||
|
||||
- [ ] Quantitative data and statistics
|
||||
- [ ] Qualitative insights and expert opinions
|
||||
- [ ] Trends and patterns
|
||||
- [ ] Case studies and examples
|
||||
- [ ] Comparative analysis
|
||||
- [ ] Technical specifications
|
||||
- [ ] Regulatory and compliance information
|
||||
- [ ] Financial data
|
||||
- [ ] Academic research
|
||||
- [ ] Industry reports
|
||||
- [ ] News and current events</ask>
|
||||
|
||||
<template-output>information_types</template-output>
|
||||
|
||||
<ask>**Preferred Sources** - Any specific source types or credibility requirements?
|
||||
|
||||
Examples:
|
||||
|
||||
- Peer-reviewed academic journals
|
||||
- Industry analyst reports (Gartner, Forrester, IDC)
|
||||
- Government/regulatory sources
|
||||
- Financial reports and SEC filings
|
||||
- Technical documentation
|
||||
- News from major publications
|
||||
- Expert blogs and thought leadership
|
||||
- Social media and forums (with caveats)</ask>
|
||||
|
||||
<template-output>preferred_sources</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="4" goal="Define Output Structure and Format">
|
||||
<action>Specify desired output format for the research</action>
|
||||
|
||||
<ask>**Output Format** - How should the research be structured?
|
||||
|
||||
1. Executive Summary + Detailed Sections
|
||||
2. Comparative Analysis Table
|
||||
3. Chronological Timeline
|
||||
4. SWOT Analysis Framework
|
||||
5. Problem-Solution-Impact Format
|
||||
6. Question-Answer Format
|
||||
7. Custom structure (describe)</ask>
|
||||
|
||||
<template-output>output_format</template-output>
|
||||
|
||||
<ask>**Key Sections** - What specific sections or questions should the research address?
|
||||
|
||||
Examples for market research:
|
||||
|
||||
- Market size and growth
|
||||
- Key players and competitive landscape
|
||||
- Trends and drivers
|
||||
- Challenges and barriers
|
||||
- Future outlook
|
||||
|
||||
Examples for technical research:
|
||||
|
||||
- Current state of technology
|
||||
- Alternative approaches and trade-offs
|
||||
- Best practices and patterns
|
||||
- Implementation considerations
|
||||
- Tool/framework comparison</ask>
|
||||
|
||||
<template-output>key_sections</template-output>
|
||||
|
||||
<ask>**Depth Level** - How detailed should each section be?
|
||||
|
||||
- High-level overview (2-3 paragraphs per section)
|
||||
- Standard depth (1-2 pages per section)
|
||||
- Comprehensive (3-5 pages per section with examples)
|
||||
- Exhaustive (deep dive with all available data)</ask>
|
||||
|
||||
<template-output>depth_level</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="5" goal="Add Context and Constraints">
|
||||
<action>Gather additional context to make the prompt more effective</action>
|
||||
|
||||
<ask>**Persona/Perspective** - Should the research take a specific viewpoint?
|
||||
|
||||
Examples:
|
||||
|
||||
- "Act as a venture capital analyst evaluating investment opportunities"
|
||||
- "Act as a CTO evaluating technology choices for a fintech startup"
|
||||
- "Act as an academic researcher reviewing literature"
|
||||
- "Act as a product manager assessing market opportunities"
|
||||
- No specific persona needed</ask>
|
||||
|
||||
<template-output>research_persona</template-output>
|
||||
|
||||
<ask>**Special Requirements or Constraints:**
|
||||
|
||||
- Citation requirements (e.g., "Include source URLs for all claims")
|
||||
- Bias considerations (e.g., "Consider perspectives from both proponents and critics")
|
||||
- Recency requirements (e.g., "Prioritize sources from 2024-2025")
|
||||
- Specific keywords or technical terms to focus on
|
||||
- Any topics or angles to avoid</ask>
|
||||
|
||||
<template-output>special_requirements</template-output>
|
||||
|
||||
<invoke-task halt="true">{project-root}/bmad/core/tasks/adv-elicit.xml</invoke-task>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="6" goal="Define Validation and Follow-up Strategy">
|
||||
<action>Establish how to validate findings and what follow-ups might be needed</action>
|
||||
|
||||
<ask>**Validation Criteria** - How should the research be validated?
|
||||
|
||||
- Cross-reference multiple sources for key claims
|
||||
- Identify conflicting viewpoints and resolve them
|
||||
- Distinguish between facts, expert opinions, and speculation
|
||||
- Note confidence levels for different findings
|
||||
- Highlight gaps or areas needing more research</ask>
|
||||
|
||||
<template-output>validation_criteria</template-output>
|
||||
|
||||
<ask>**Follow-up Questions** - What potential follow-up questions should be anticipated?
|
||||
|
||||
Examples:
|
||||
|
||||
- "If cost data is unclear, drill deeper into pricing models"
|
||||
- "If regulatory landscape is complex, create separate analysis"
|
||||
- "If multiple technical approaches exist, create comparison matrix"</ask>
|
||||
|
||||
<template-output>follow_up_strategy</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="7" goal="Generate Optimized Research Prompt">
|
||||
<action>Synthesize all inputs into platform-optimized research prompt</action>
|
||||
|
||||
<critical>Generate the deep research prompt using best practices for the target platform</critical>
|
||||
|
||||
**Prompt Structure Best Practices:**
|
||||
|
||||
1. **Clear Title/Question** (specific, focused)
|
||||
2. **Context and Goal** (why this research matters)
|
||||
3. **Scope Definition** (boundaries and constraints)
|
||||
4. **Information Requirements** (what types of data/insights)
|
||||
5. **Output Structure** (format and sections)
|
||||
6. **Source Guidance** (preferred sources and credibility)
|
||||
7. **Validation Requirements** (how to verify findings)
|
||||
8. **Keywords** (precise technical terms, brand names)
|
||||
|
||||
<action>Generate prompt following this structure</action>
|
||||
|
||||
<template-output file="deep-research-prompt.md">deep_research_prompt</template-output>
|
||||
|
||||
<ask>Review the generated prompt:
|
||||
|
||||
- [a] Accept and save
|
||||
- [e] Edit sections
|
||||
- [r] Refine with additional context
|
||||
- [o] Optimize for different platform</ask>
|
||||
|
||||
<check if="edit or refine">
|
||||
<ask>What would you like to adjust?</ask>
|
||||
<goto step="7">Regenerate with modifications</goto>
|
||||
</check>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="8" goal="Generate Platform-Specific Tips">
|
||||
<action>Provide platform-specific usage tips based on target platform</action>
|
||||
|
||||
<check if="target_platform includes ChatGPT">
|
||||
**ChatGPT Deep Research Tips:**
|
||||
|
||||
- Use clear verbs: "compare," "analyze," "synthesize," "recommend"
|
||||
- Specify keywords explicitly to guide search
|
||||
- Answer clarifying questions thoroughly (requests are more expensive)
|
||||
- You have 25-250 queries/month depending on tier
|
||||
- Review the research plan before it starts searching
|
||||
</check>
|
||||
|
||||
<check if="target_platform includes Gemini">
|
||||
**Gemini Deep Research Tips:**
|
||||
|
||||
- Keep initial prompt simple - you can adjust the research plan
|
||||
- Be specific and clear - vagueness is the enemy
|
||||
- Review and modify the multi-point research plan before it runs
|
||||
- Use follow-up questions to drill deeper or add sections
|
||||
- Available in 45+ languages globally
|
||||
</check>
|
||||
|
||||
<check if="target_platform includes Grok">
|
||||
**Grok DeepSearch Tips:**
|
||||
|
||||
- Include date windows: "from Jan-Jun 2025"
|
||||
- Specify output format: "bullet list + citations"
|
||||
- Pair with Think Mode for reasoning
|
||||
- Use follow-up commands: "Expand on [topic]" to deepen sections
|
||||
- Verify facts when obscure sources cited
|
||||
- Free tier: 5 queries/24hrs, Premium: 30/2hrs
|
||||
</check>
|
||||
|
||||
<check if="target_platform includes Claude">
|
||||
**Claude Projects Tips:**
|
||||
|
||||
- Use Chain of Thought prompting for complex reasoning
|
||||
- Break into sub-prompts for multi-step research (prompt chaining)
|
||||
- Add relevant documents to Project for context
|
||||
- Provide explicit instructions and examples
|
||||
- Test iteratively and refine prompts
|
||||
</check>
|
||||
|
||||
<template-output>platform_tips</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="9" goal="Generate Research Execution Checklist">
|
||||
<action>Create a checklist for executing and evaluating the research</action>
|
||||
|
||||
Generate execution checklist with:
|
||||
|
||||
**Before Running Research:**
|
||||
|
||||
- [ ] Prompt clearly states the research question
|
||||
- [ ] Scope and boundaries are well-defined
|
||||
- [ ] Output format and structure specified
|
||||
- [ ] Keywords and technical terms included
|
||||
- [ ] Source guidance provided
|
||||
- [ ] Validation criteria clear
|
||||
|
||||
**During Research:**
|
||||
|
||||
- [ ] Review research plan before execution (if platform provides)
|
||||
- [ ] Answer any clarifying questions thoroughly
|
||||
- [ ] Monitor progress if platform shows reasoning process
|
||||
- [ ] Take notes on unexpected findings or gaps
|
||||
|
||||
**After Research Completion:**
|
||||
|
||||
- [ ] Verify key facts from multiple sources
|
||||
- [ ] Check citation credibility
|
||||
- [ ] Identify conflicting information and resolve
|
||||
- [ ] Note confidence levels for findings
|
||||
- [ ] Identify gaps requiring follow-up
|
||||
- [ ] Ask clarifying follow-up questions
|
||||
- [ ] Export/save research before query limit resets
|
||||
|
||||
<template-output>execution_checklist</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="10" goal="Finalize and Export">
|
||||
<action>Save complete research prompt package</action>
|
||||
|
||||
**Your Deep Research Prompt Package is ready!**
|
||||
|
||||
The output includes:
|
||||
|
||||
1. **Optimized Research Prompt** - Ready to paste into AI platform
|
||||
2. **Platform-Specific Tips** - How to get the best results
|
||||
3. **Execution Checklist** - Ensure thorough research process
|
||||
4. **Follow-up Strategy** - Questions to deepen findings
|
||||
|
||||
<action>Save all outputs to {default_output_file}</action>
|
||||
|
||||
<ask>Would you like to:
|
||||
|
||||
1. Generate a variation for a different platform
|
||||
2. Create a follow-up prompt based on hypothetical findings
|
||||
3. Generate a related research prompt
|
||||
4. Exit workflow
|
||||
|
||||
Select option (1-4):</ask>
|
||||
|
||||
<check if="option 1">
|
||||
<goto step="1">Start with different platform selection</goto>
|
||||
</check>
|
||||
|
||||
<check if="option 2 or 3">
|
||||
<goto step="1">Start new prompt with context from previous</goto>
|
||||
</check>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="FINAL" goal="Update status file on completion" tag="workflow-status">
|
||||
<check if="standalone_mode != true">
|
||||
<action>Load the FULL file: {output_folder}/bmm-workflow-status.yaml</action>
|
||||
<action>Find workflow_status key "research"</action>
|
||||
<critical>ONLY write the file path as the status value - no other text, notes, or metadata</critical>
|
||||
<action>Update workflow_status["research"] = "{output_folder}/bmm-research-deep-prompt-{{date}}.md"</action>
|
||||
<action>Save file, preserving ALL comments and structure including STATUS DEFINITIONS</action>
|
||||
|
||||
<action>Find first non-completed workflow in workflow_status (next workflow to do)</action>
|
||||
<action>Determine next agent from path file based on next workflow</action>
|
||||
</check>
|
||||
|
||||
<output>**✅ Deep Research Prompt Generated**
|
||||
|
||||
**Research Prompt:**
|
||||
|
||||
- Structured research prompt generated and saved to {output_folder}/bmm-research-deep-prompt-{{date}}.md
|
||||
- Ready to execute with ChatGPT, Claude, Gemini, or Grok
|
||||
|
||||
{{#if standalone_mode != true}}
|
||||
**Status Updated:**
|
||||
|
||||
- Progress tracking updated: research marked complete
|
||||
- Next workflow: {{next_workflow}}
|
||||
{{else}}
|
||||
**Note:** Running in standalone mode (no progress tracking)
|
||||
{{/if}}
|
||||
|
||||
**Next Steps:**
|
||||
|
||||
{{#if standalone_mode != true}}
|
||||
|
||||
- **Next workflow:** {{next_workflow}} ({{next_agent}} agent)
|
||||
- **Optional:** Execute the research prompt with AI platform, gather findings, or run additional research workflows
|
||||
|
||||
Check status anytime with: `workflow-status`
|
||||
{{else}}
|
||||
Since no workflow is in progress:
|
||||
|
||||
- Execute the research prompt with AI platform and gather findings
|
||||
- Refer to the BMM workflow guide if unsure what to do next
|
||||
- Or run `workflow-init` to create a workflow path and get guided next steps
|
||||
{{/if}}
|
||||
</output>
|
||||
</step>
|
||||
|
||||
</workflow>
|
||||
602
bmad/bmm/workflows/1-analysis/research/instructions-market.md
Normal file
602
bmad/bmm/workflows/1-analysis/research/instructions-market.md
Normal file
@@ -0,0 +1,602 @@
|
||||
# Market Research Workflow Instructions
|
||||
|
||||
<critical>The workflow execution engine is governed by: {project_root}/bmad/core/tasks/workflow.xml</critical>
|
||||
<critical>You MUST have already loaded and processed: {installed_path}/workflow.yaml</critical>
|
||||
<critical>This is an INTERACTIVE workflow with web research capabilities. Engage the user at key decision points.</critical>
|
||||
|
||||
<!-- IDE-INJECT-POINT: market-research-subagents -->
|
||||
|
||||
<workflow>
|
||||
|
||||
<step n="1" goal="Research Discovery and Scoping">
|
||||
<action>Welcome the user and explain the market research journey ahead</action>
|
||||
|
||||
Ask the user these critical questions to shape the research:
|
||||
|
||||
1. **What is the product/service you're researching?**
|
||||
- Name and brief description
|
||||
- Current stage (idea, MVP, launched, scaling)
|
||||
|
||||
2. **What are your primary research objectives?**
|
||||
- Market sizing and opportunity assessment?
|
||||
- Competitive intelligence gathering?
|
||||
- Customer segment validation?
|
||||
- Go-to-market strategy development?
|
||||
- Investment/fundraising support?
|
||||
- Product-market fit validation?
|
||||
|
||||
3. **Research depth preference:**
|
||||
- Quick scan (2-3 hours) - High-level insights
|
||||
- Standard analysis (4-6 hours) - Comprehensive coverage
|
||||
- Deep dive (8+ hours) - Exhaustive research with modeling
|
||||
|
||||
4. **Do you have any existing research or documents to build upon?**
|
||||
|
||||
<template-output>product_name</template-output>
|
||||
<template-output>product_description</template-output>
|
||||
<template-output>research_objectives</template-output>
|
||||
<template-output>research_depth</template-output>
|
||||
</step>
|
||||
|
||||
<step n="2" goal="Market Definition and Boundaries">
|
||||
<action>Help the user precisely define the market scope</action>
|
||||
|
||||
Work with the user to establish:
|
||||
|
||||
1. **Market Category Definition**
|
||||
- Primary category/industry
|
||||
- Adjacent or overlapping markets
|
||||
- Where this fits in the value chain
|
||||
|
||||
2. **Geographic Scope**
|
||||
- Global, regional, or country-specific?
|
||||
- Primary markets vs. expansion markets
|
||||
- Regulatory considerations by region
|
||||
|
||||
3. **Customer Segment Boundaries**
|
||||
- B2B, B2C, or B2B2C?
|
||||
- Primary vs. secondary segments
|
||||
- Segment size estimates
|
||||
|
||||
<ask>Should we include adjacent markets in the TAM calculation? This could significantly increase market size but may be less immediately addressable.</ask>
|
||||
|
||||
<template-output>market_definition</template-output>
|
||||
<template-output>geographic_scope</template-output>
|
||||
<template-output>segment_boundaries</template-output>
|
||||
</step>
|
||||
|
||||
<step n="3" goal="Live Market Intelligence Gathering" if="enable_web_research == true">
|
||||
<action>Conduct real-time web research to gather current market data</action>
|
||||
|
||||
<critical>This step performs ACTUAL web searches to gather live market intelligence</critical>
|
||||
|
||||
Conduct systematic research across multiple sources:
|
||||
|
||||
<step n="3a" title="Industry Reports and Statistics">
|
||||
<action>Search for latest industry reports, market size data, and growth projections</action>
|
||||
Search queries to execute:
|
||||
- "[market_category] market size [geographic_scope] [current_year]"
|
||||
- "[market_category] industry report Gartner Forrester IDC McKinsey"
|
||||
- "[market_category] market growth rate CAGR forecast"
|
||||
- "[market_category] market trends [current_year]"
|
||||
|
||||
<invoke-task halt="true">{project-root}/bmad/core/tasks/adv-elicit.xml</invoke-task>
|
||||
</step>
|
||||
|
||||
<step n="3b" title="Regulatory and Government Data">
|
||||
<action>Search government databases and regulatory sources</action>
|
||||
Search for:
|
||||
- Government statistics bureaus
|
||||
- Industry associations
|
||||
- Regulatory body reports
|
||||
- Census and economic data
|
||||
</step>
|
||||
|
||||
<step n="3c" title="News and Recent Developments">
|
||||
<action>Gather recent news, funding announcements, and market events</action>
|
||||
Search for articles from the last 6-12 months about:
|
||||
- Major deals and acquisitions
|
||||
- Funding rounds in the space
|
||||
- New market entrants
|
||||
- Regulatory changes
|
||||
- Technology disruptions
|
||||
</step>
|
||||
|
||||
<step n="3d" title="Academic and Research Papers">
|
||||
<action>Search for academic research and white papers</action>
|
||||
Look for peer-reviewed studies on:
|
||||
- Market dynamics
|
||||
- Technology adoption patterns
|
||||
- Customer behavior research
|
||||
</step>
|
||||
|
||||
<template-output>market_intelligence_raw</template-output>
|
||||
<template-output>key_data_points</template-output>
|
||||
<template-output>source_credibility_notes</template-output>
|
||||
</step>
|
||||
|
||||
<step n="4" goal="TAM, SAM, SOM Calculations">
|
||||
<action>Calculate market sizes using multiple methodologies for triangulation</action>
|
||||
|
||||
<critical>Use actual data gathered in previous steps, not hypothetical numbers</critical>
|
||||
|
||||
<step n="4a" title="TAM Calculation">
|
||||
**Method 1: Top-Down Approach**
|
||||
- Start with total industry size from research
|
||||
- Apply relevant filters and segments
|
||||
- Show calculation: Industry Size × Relevant Percentage
|
||||
|
||||
**Method 2: Bottom-Up Approach**
|
||||
|
||||
- Number of potential customers × Average revenue per customer
|
||||
- Build from unit economics
|
||||
|
||||
**Method 3: Value Theory Approach**
|
||||
|
||||
- Value created × Capturable percentage
|
||||
- Based on problem severity and alternative costs
|
||||
|
||||
<ask>Which TAM calculation method seems most credible given our data? Should we use multiple methods and triangulate?</ask>
|
||||
|
||||
<template-output>tam_calculation</template-output>
|
||||
<template-output>tam_methodology</template-output>
|
||||
</step>
|
||||
|
||||
<step n="4b" title="SAM Calculation">
|
||||
<action>Calculate Serviceable Addressable Market</action>
|
||||
|
||||
Apply constraints to TAM:
|
||||
|
||||
- Geographic limitations (markets you can serve)
|
||||
- Regulatory restrictions
|
||||
- Technical requirements (e.g., internet penetration)
|
||||
- Language/cultural barriers
|
||||
- Current business model limitations
|
||||
|
||||
SAM = TAM × Serviceable Percentage
|
||||
Show the calculation with clear assumptions.
|
||||
|
||||
<template-output>sam_calculation</template-output>
|
||||
</step>
|
||||
|
||||
<step n="4c" title="SOM Calculation">
|
||||
<action>Calculate realistic market capture</action>
|
||||
|
||||
Consider competitive dynamics:
|
||||
|
||||
- Current market share of competitors
|
||||
- Your competitive advantages
|
||||
- Resource constraints
|
||||
- Time to market considerations
|
||||
- Customer acquisition capabilities
|
||||
|
||||
Create 3 scenarios:
|
||||
|
||||
1. Conservative (1-2% market share)
|
||||
2. Realistic (3-5% market share)
|
||||
3. Optimistic (5-10% market share)
|
||||
|
||||
<template-output>som_scenarios</template-output>
|
||||
</step>
|
||||
</step>
|
||||
|
||||
<step n="5" goal="Customer Segment Deep Dive">
|
||||
<action>Develop detailed understanding of target customers</action>
|
||||
|
||||
<step n="5a" title="Segment Identification" repeat="for-each-segment">
|
||||
For each major segment, research and define:
|
||||
|
||||
**Demographics/Firmographics:**
|
||||
|
||||
- Size and scale characteristics
|
||||
- Geographic distribution
|
||||
- Industry/vertical (for B2B)
|
||||
|
||||
**Psychographics:**
|
||||
|
||||
- Values and priorities
|
||||
- Decision-making process
|
||||
- Technology adoption patterns
|
||||
|
||||
**Behavioral Patterns:**
|
||||
|
||||
- Current solutions used
|
||||
- Purchasing frequency
|
||||
- Budget allocation
|
||||
|
||||
<invoke-task halt="true">{project-root}/bmad/core/tasks/adv-elicit.xml</invoke-task>
|
||||
<template-output>segment*profile*{{segment_number}}</template-output>
|
||||
</step>
|
||||
|
||||
<step n="5b" title="Jobs-to-be-Done Framework">
|
||||
<action>Apply JTBD framework to understand customer needs</action>
|
||||
|
||||
For primary segment, identify:
|
||||
|
||||
**Functional Jobs:**
|
||||
|
||||
- Main tasks to accomplish
|
||||
- Problems to solve
|
||||
- Goals to achieve
|
||||
|
||||
**Emotional Jobs:**
|
||||
|
||||
- Feelings sought
|
||||
- Anxieties to avoid
|
||||
- Status desires
|
||||
|
||||
**Social Jobs:**
|
||||
|
||||
- How they want to be perceived
|
||||
- Group dynamics
|
||||
- Peer influences
|
||||
|
||||
<ask>Would you like to conduct actual customer interviews or surveys to validate these jobs? (We can create an interview guide)</ask>
|
||||
|
||||
<template-output>jobs_to_be_done</template-output>
|
||||
</step>
|
||||
|
||||
<step n="5c" title="Willingness to Pay Analysis">
|
||||
<action>Research and estimate pricing sensitivity</action>
|
||||
|
||||
Analyze:
|
||||
|
||||
- Current spending on alternatives
|
||||
- Budget allocation for this category
|
||||
- Value perception indicators
|
||||
- Price points of substitutes
|
||||
|
||||
<template-output>pricing_analysis</template-output>
|
||||
</step>
|
||||
</step>
|
||||
|
||||
<step n="6" goal="Competitive Intelligence" if="enable_competitor_analysis == true">
|
||||
<action>Conduct comprehensive competitive analysis</action>
|
||||
|
||||
<step n="6a" title="Competitor Identification">
|
||||
<action>Create comprehensive competitor list</action>
|
||||
|
||||
Search for and categorize:
|
||||
|
||||
1. **Direct Competitors** - Same solution, same market
|
||||
2. **Indirect Competitors** - Different solution, same problem
|
||||
3. **Potential Competitors** - Could enter market
|
||||
4. **Substitute Products** - Alternative approaches
|
||||
|
||||
<ask>Do you have a specific list of competitors to analyze, or should I discover them through research?</ask>
|
||||
</step>
|
||||
|
||||
<step n="6b" title="Competitor Deep Dive" repeat="5">
|
||||
<action>For top 5 competitors, research and analyze</action>
|
||||
|
||||
Gather intelligence on:
|
||||
|
||||
- Company overview and history
|
||||
- Product features and positioning
|
||||
- Pricing strategy and models
|
||||
- Target customer focus
|
||||
- Recent news and developments
|
||||
- Funding and financial health
|
||||
- Team and leadership
|
||||
- Customer reviews and sentiment
|
||||
|
||||
<invoke-task halt="true">{project-root}/bmad/core/tasks/adv-elicit.xml</invoke-task>
|
||||
<template-output>competitor*analysis*{{competitor_number}}</template-output>
|
||||
</step>
|
||||
|
||||
<step n="6c" title="Competitive Positioning Map">
|
||||
<action>Create positioning analysis</action>
|
||||
|
||||
Map competitors on key dimensions:
|
||||
|
||||
- Price vs. Value
|
||||
- Feature completeness vs. Ease of use
|
||||
- Market segment focus
|
||||
- Technology approach
|
||||
- Business model
|
||||
|
||||
Identify:
|
||||
|
||||
- Gaps in the market
|
||||
- Over-served areas
|
||||
- Differentiation opportunities
|
||||
|
||||
<template-output>competitive_positioning</template-output>
|
||||
</step>
|
||||
</step>
|
||||
|
||||
<step n="7" goal="Industry Forces Analysis">
|
||||
<action>Apply Porter's Five Forces framework</action>
|
||||
|
||||
<critical>Use specific evidence from research, not generic assessments</critical>
|
||||
|
||||
Analyze each force with concrete examples:
|
||||
|
||||
<step n="7a" title="Supplier Power">
|
||||
Rate: [Low/Medium/High]
|
||||
- Key suppliers and dependencies
|
||||
- Switching costs
|
||||
- Concentration of suppliers
|
||||
- Forward integration threat
|
||||
</step>
|
||||
|
||||
<step n="7b" title="Buyer Power">
|
||||
Rate: [Low/Medium/High]
|
||||
- Customer concentration
|
||||
- Price sensitivity
|
||||
- Switching costs for customers
|
||||
- Backward integration threat
|
||||
</step>
|
||||
|
||||
<step n="7c" title="Competitive Rivalry">
|
||||
Rate: [Low/Medium/High]
|
||||
- Number and strength of competitors
|
||||
- Industry growth rate
|
||||
- Exit barriers
|
||||
- Differentiation levels
|
||||
</step>
|
||||
|
||||
<step n="7d" title="Threat of New Entry">
|
||||
Rate: [Low/Medium/High]
|
||||
- Capital requirements
|
||||
- Regulatory barriers
|
||||
- Network effects
|
||||
- Brand loyalty
|
||||
</step>
|
||||
|
||||
<step n="7e" title="Threat of Substitutes">
|
||||
Rate: [Low/Medium/High]
|
||||
- Alternative solutions
|
||||
- Switching costs to substitutes
|
||||
- Price-performance trade-offs
|
||||
</step>
|
||||
|
||||
<template-output>porters_five_forces</template-output>
|
||||
</step>
|
||||
|
||||
<step n="8" goal="Market Trends and Future Outlook">
|
||||
<action>Identify trends and future market dynamics</action>
|
||||
|
||||
Research and analyze:
|
||||
|
||||
**Technology Trends:**
|
||||
|
||||
- Emerging technologies impacting market
|
||||
- Digital transformation effects
|
||||
- Automation possibilities
|
||||
|
||||
**Social/Cultural Trends:**
|
||||
|
||||
- Changing customer behaviors
|
||||
- Generational shifts
|
||||
- Social movements impact
|
||||
|
||||
**Economic Trends:**
|
||||
|
||||
- Macroeconomic factors
|
||||
- Industry-specific economics
|
||||
- Investment trends
|
||||
|
||||
**Regulatory Trends:**
|
||||
|
||||
- Upcoming regulations
|
||||
- Compliance requirements
|
||||
- Policy direction
|
||||
|
||||
<ask>Should we explore any specific emerging technologies or disruptions that could reshape this market?</ask>
|
||||
|
||||
<template-output>market_trends</template-output>
|
||||
<template-output>future_outlook</template-output>
|
||||
</step>
|
||||
|
||||
<step n="9" goal="Opportunity Assessment and Strategy">
|
||||
<action>Synthesize research into strategic opportunities</action>
|
||||
|
||||
<step n="9a" title="Opportunity Identification">
|
||||
Based on all research, identify top 3-5 opportunities:
|
||||
|
||||
For each opportunity:
|
||||
|
||||
- Description and rationale
|
||||
- Size estimate (from SOM)
|
||||
- Resource requirements
|
||||
- Time to market
|
||||
- Risk assessment
|
||||
- Success criteria
|
||||
|
||||
<invoke-task halt="true">{project-root}/bmad/core/tasks/adv-elicit.xml</invoke-task>
|
||||
<template-output>market_opportunities</template-output>
|
||||
</step>
|
||||
|
||||
<step n="9b" title="Go-to-Market Recommendations">
|
||||
Develop GTM strategy based on research:
|
||||
|
||||
**Positioning Strategy:**
|
||||
|
||||
- Value proposition refinement
|
||||
- Differentiation approach
|
||||
- Messaging framework
|
||||
|
||||
**Target Segment Sequencing:**
|
||||
|
||||
- Beachhead market selection
|
||||
- Expansion sequence
|
||||
- Segment-specific approaches
|
||||
|
||||
**Channel Strategy:**
|
||||
|
||||
- Distribution channels
|
||||
- Partnership opportunities
|
||||
- Marketing channels
|
||||
|
||||
**Pricing Strategy:**
|
||||
|
||||
- Model recommendation
|
||||
- Price points
|
||||
- Value metrics
|
||||
|
||||
<template-output>gtm_strategy</template-output>
|
||||
</step>
|
||||
|
||||
<step n="9c" title="Risk Analysis">
|
||||
Identify and assess key risks:
|
||||
|
||||
**Market Risks:**
|
||||
|
||||
- Demand uncertainty
|
||||
- Market timing
|
||||
- Economic sensitivity
|
||||
|
||||
**Competitive Risks:**
|
||||
|
||||
- Competitor responses
|
||||
- New entrants
|
||||
- Technology disruption
|
||||
|
||||
**Execution Risks:**
|
||||
|
||||
- Resource requirements
|
||||
- Capability gaps
|
||||
- Scaling challenges
|
||||
|
||||
For each risk: Impact (H/M/L) × Probability (H/M/L) = Risk Score
|
||||
Provide mitigation strategies.
|
||||
|
||||
<template-output>risk_assessment</template-output>
|
||||
</step>
|
||||
</step>
|
||||
|
||||
<step n="10" goal="Financial Projections" optional="true" if="enable_financial_modeling == true">
|
||||
<action>Create financial model based on market research</action>
|
||||
|
||||
<ask>Would you like to create a financial model with revenue projections based on the market analysis?</ask>
|
||||
|
||||
<check if="yes">
|
||||
Build 3-year projections:
|
||||
|
||||
- Revenue model based on SOM scenarios
|
||||
- Customer acquisition projections
|
||||
- Unit economics
|
||||
- Break-even analysis
|
||||
- Funding requirements
|
||||
|
||||
<template-output>financial_projections</template-output>
|
||||
</check>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="11" goal="Executive Summary Creation">
|
||||
<action>Synthesize all findings into executive summary</action>
|
||||
|
||||
<critical>Write this AFTER all other sections are complete</critical>
|
||||
|
||||
Create compelling executive summary with:
|
||||
|
||||
**Market Opportunity:**
|
||||
|
||||
- TAM/SAM/SOM summary
|
||||
- Growth trajectory
|
||||
|
||||
**Key Insights:**
|
||||
|
||||
- Top 3-5 findings
|
||||
- Surprising discoveries
|
||||
- Critical success factors
|
||||
|
||||
**Competitive Landscape:**
|
||||
|
||||
- Market structure
|
||||
- Positioning opportunity
|
||||
|
||||
**Strategic Recommendations:**
|
||||
|
||||
- Priority actions
|
||||
- Go-to-market approach
|
||||
- Investment requirements
|
||||
|
||||
**Risk Summary:**
|
||||
|
||||
- Major risks
|
||||
- Mitigation approach
|
||||
|
||||
<template-output>executive_summary</template-output>
|
||||
</step>
|
||||
|
||||
<step n="12" goal="Report Compilation and Review">
|
||||
<action>Compile full report and review with user</action>
|
||||
|
||||
<action>Generate the complete market research report using the template</action>
|
||||
<action>Review all sections for completeness and consistency</action>
|
||||
<action>Ensure all data sources are properly cited</action>
|
||||
|
||||
<ask>Would you like to review any specific sections before finalizing? Are there any additional analyses you'd like to include?</ask>
|
||||
|
||||
<goto step="9a" if="user requests changes">Return to refine opportunities</goto>
|
||||
|
||||
<template-output>final_report_ready</template-output>
|
||||
</step>
|
||||
|
||||
<step n="13" goal="Appendices and Supporting Materials" optional="true">
|
||||
<ask>Would you like to include detailed appendices with calculations, full competitor profiles, or raw research data?</ask>
|
||||
|
||||
<check if="yes">
|
||||
Create appendices with:
|
||||
|
||||
- Detailed TAM/SAM/SOM calculations
|
||||
- Full competitor profiles
|
||||
- Customer interview notes
|
||||
- Data sources and methodology
|
||||
- Financial model details
|
||||
- Glossary of terms
|
||||
|
||||
<template-output>appendices</template-output>
|
||||
</check>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="14" goal="Update status file on completion" tag="workflow-status">
|
||||
<check if="standalone_mode != true">
|
||||
<action>Load the FULL file: {output_folder}/bmm-workflow-status.yaml</action>
|
||||
<action>Find workflow_status key "research"</action>
|
||||
<critical>ONLY write the file path as the status value - no other text, notes, or metadata</critical>
|
||||
<action>Update workflow_status["research"] = "{output_folder}/bmm-research-{{research_mode}}-{{date}}.md"</action>
|
||||
<action>Save file, preserving ALL comments and structure including STATUS DEFINITIONS</action>
|
||||
|
||||
<action>Find first non-completed workflow in workflow_status (next workflow to do)</action>
|
||||
<action>Determine next agent from path file based on next workflow</action>
|
||||
</check>
|
||||
|
||||
<output>**✅ Research Complete ({{research_mode}} mode)**
|
||||
|
||||
**Research Report:**
|
||||
|
||||
- Research report generated and saved to {output_folder}/bmm-research-{{research_mode}}-{{date}}.md
|
||||
|
||||
{{#if standalone_mode != true}}
|
||||
**Status Updated:**
|
||||
|
||||
- Progress tracking updated: research marked complete
|
||||
- Next workflow: {{next_workflow}}
|
||||
{{else}}
|
||||
**Note:** Running in standalone mode (no progress tracking)
|
||||
{{/if}}
|
||||
|
||||
**Next Steps:**
|
||||
|
||||
{{#if standalone_mode != true}}
|
||||
|
||||
- **Next workflow:** {{next_workflow}} ({{next_agent}} agent)
|
||||
- **Optional:** Review findings with stakeholders, or run additional analysis workflows (product-brief, game-brief, etc.)
|
||||
|
||||
Check status anytime with: `workflow-status`
|
||||
{{else}}
|
||||
Since no workflow is in progress:
|
||||
|
||||
- Review research findings
|
||||
- Refer to the BMM workflow guide if unsure what to do next
|
||||
- Or run `workflow-init` to create a workflow path and get guided next steps
|
||||
{{/if}}
|
||||
</output>
|
||||
</step>
|
||||
|
||||
</workflow>
|
||||
141
bmad/bmm/workflows/1-analysis/research/instructions-router.md
Normal file
141
bmad/bmm/workflows/1-analysis/research/instructions-router.md
Normal file
@@ -0,0 +1,141 @@
|
||||
# Research Workflow Router Instructions
|
||||
|
||||
<critical>The workflow execution engine is governed by: {project_root}/bmad/core/tasks/workflow.xml</critical>
|
||||
<critical>You MUST have already loaded and processed: {installed_path}/workflow.yaml</critical>
|
||||
<critical>Communicate all responses in {communication_language}</critical>
|
||||
|
||||
<!-- IDE-INJECT-POINT: research-subagents -->
|
||||
|
||||
<workflow>
|
||||
|
||||
<critical>This is a ROUTER that directs to specialized research instruction sets</critical>
|
||||
|
||||
<step n="1" goal="Validate workflow readiness" tag="workflow-status">
|
||||
<action>Check if {output_folder}/bmm-workflow-status.yaml exists</action>
|
||||
|
||||
<check if="status file not found">
|
||||
<output>No workflow status file found. Research is optional - you can continue without status tracking.</output>
|
||||
<action>Set standalone_mode = true</action>
|
||||
</check>
|
||||
|
||||
<check if="status file found">
|
||||
<action>Load the FULL file: {output_folder}/bmm-workflow-status.yaml</action>
|
||||
<action>Parse workflow_status section</action>
|
||||
<action>Check status of "research" workflow</action>
|
||||
<action>Get project_level from YAML metadata</action>
|
||||
<action>Find first non-completed workflow (next expected workflow)</action>
|
||||
<action>Pass status context to loaded instruction set for final update</action>
|
||||
|
||||
<check if="research status is file path (already completed)">
|
||||
<output>⚠️ Research already completed: {{research status}}</output>
|
||||
<ask>Re-running will create a new research report. Continue? (y/n)</ask>
|
||||
<check if="n">
|
||||
<output>Exiting. Use workflow-status to see your next step.</output>
|
||||
<action>Exit workflow</action>
|
||||
</check>
|
||||
</check>
|
||||
|
||||
<check if="research is not the next expected workflow (latter items are completed already in the list)">
|
||||
<output>⚠️ Next expected workflow: {{next_workflow}}. Research is out of sequence.</output>
|
||||
<output>Note: Research can provide valuable insights at any project stage.</output>
|
||||
<ask>Continue with Research anyway? (y/n)</ask>
|
||||
<check if="n">
|
||||
<output>Exiting. Run {{next_workflow}} instead.</output>
|
||||
<action>Exit workflow</action>
|
||||
</check>
|
||||
</check>
|
||||
|
||||
<action>Set standalone_mode = false</action>
|
||||
</check>
|
||||
</step>
|
||||
|
||||
<step n="2" goal="Welcome and Research Type Selection">
|
||||
<action>Welcome the user to the Research Workflow</action>
|
||||
|
||||
**The Research Workflow supports multiple research types:**
|
||||
|
||||
Present the user with research type options:
|
||||
|
||||
**What type of research do you need?**
|
||||
|
||||
1. **Market Research** - Comprehensive market analysis with TAM/SAM/SOM calculations, competitive intelligence, customer segments, and go-to-market strategy
|
||||
- Use for: Market opportunity assessment, competitive landscape analysis, market sizing
|
||||
- Output: Detailed market research report with financials
|
||||
|
||||
2. **Deep Research Prompt Generator** - Create structured, multi-step research prompts optimized for AI platforms (ChatGPT, Gemini, Grok, Claude)
|
||||
- Use for: Generating comprehensive research prompts, structuring complex investigations
|
||||
- Output: Optimized research prompt with framework, scope, and validation criteria
|
||||
|
||||
3. **Technical/Architecture Research** - Evaluate technology stacks, architecture patterns, frameworks, and technical approaches
|
||||
- Use for: Tech stack decisions, architecture pattern selection, framework evaluation
|
||||
- Output: Technical research report with recommendations and trade-off analysis
|
||||
|
||||
4. **Competitive Intelligence** - Deep dive into specific competitors, their strategies, products, and market positioning
|
||||
- Use for: Competitor deep dives, competitive strategy analysis
|
||||
- Output: Competitive intelligence report
|
||||
|
||||
5. **User Research** - Customer insights, personas, jobs-to-be-done, and user behavior analysis
|
||||
- Use for: Customer discovery, persona development, user journey mapping
|
||||
- Output: User research report with personas and insights
|
||||
|
||||
6. **Domain/Industry Research** - Deep dive into specific industries, domains, or subject matter areas
|
||||
- Use for: Industry analysis, domain expertise building, trend analysis
|
||||
- Output: Domain research report
|
||||
|
||||
<ask>Select a research type (1-6) or describe your research needs:</ask>
|
||||
|
||||
<action>Capture user selection as {{research_type}}</action>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="3" goal="Route to Appropriate Research Instructions">
|
||||
|
||||
<critical>Based on user selection, load the appropriate instruction set</critical>
|
||||
|
||||
<check if="research_type == 1 OR fuzzy match market research">
|
||||
<action>Set research_mode = "market"</action>
|
||||
<action>LOAD: {installed_path}/instructions-market.md</action>
|
||||
<action>Continue with market research workflow</action>
|
||||
</check>
|
||||
|
||||
<check if="research_type == 2 or prompt or fuzzy match deep research prompt">
|
||||
<action>Set research_mode = "deep-prompt"</action>
|
||||
<action>LOAD: {installed_path}/instructions-deep-prompt.md</action>
|
||||
<action>Continue with deep research prompt generation</action>
|
||||
</check>
|
||||
|
||||
<check if="research_type == 3 technical or architecture or fuzzy match indicates technical type of research">
|
||||
<action>Set research_mode = "technical"</action>
|
||||
<action>LOAD: {installed_path}/instructions-technical.md</action>
|
||||
<action>Continue with technical research workflow</action>
|
||||
|
||||
</check>
|
||||
|
||||
<check if="research_type == 4 or fuzzy match competitive">
|
||||
<action>Set research_mode = "competitive"</action>
|
||||
<action>This will use market research workflow with competitive focus</action>
|
||||
<action>LOAD: {installed_path}/instructions-market.md</action>
|
||||
<action>Pass mode="competitive" to focus on competitive intelligence</action>
|
||||
|
||||
</check>
|
||||
|
||||
<check if="research_type == 5 or fuzzy match user research">
|
||||
<action>Set research_mode = "user"</action>
|
||||
<action>This will use market research workflow with user research focus</action>
|
||||
<action>LOAD: {installed_path}/instructions-market.md</action>
|
||||
<action>Pass mode="user" to focus on customer insights</action>
|
||||
|
||||
</check>
|
||||
|
||||
<check if="research_type == 6 or fuzzy match domain or industry or category">
|
||||
<action>Set research_mode = "domain"</action>
|
||||
<action>This will use market research workflow with domain focus</action>
|
||||
<action>LOAD: {installed_path}/instructions-market.md</action>
|
||||
<action>Pass mode="domain" to focus on industry/domain analysis</action>
|
||||
</check>
|
||||
|
||||
<critical>The loaded instruction set will continue from here with full context of the {research_type}</critical>
|
||||
|
||||
</step>
|
||||
|
||||
</workflow>
|
||||
490
bmad/bmm/workflows/1-analysis/research/instructions-technical.md
Normal file
490
bmad/bmm/workflows/1-analysis/research/instructions-technical.md
Normal file
@@ -0,0 +1,490 @@
|
||||
# Technical/Architecture Research Instructions
|
||||
|
||||
<critical>The workflow execution engine is governed by: {project_root}/bmad/core/tasks/workflow.xml</critical>
|
||||
<critical>You MUST have already loaded and processed: {installed_path}/workflow.yaml</critical>
|
||||
<critical>This workflow conducts technical research for architecture and technology decisions</critical>
|
||||
|
||||
<workflow>
|
||||
|
||||
<step n="1" goal="Technical Research Discovery">
|
||||
<action>Understand the technical research requirements</action>
|
||||
|
||||
**Welcome to Technical/Architecture Research!**
|
||||
|
||||
<ask>What technical decision or research do you need?
|
||||
|
||||
Common scenarios:
|
||||
|
||||
- Evaluate technology stack for a new project
|
||||
- Compare frameworks or libraries (React vs Vue, Postgres vs MongoDB)
|
||||
- Research architecture patterns (microservices, event-driven, CQRS)
|
||||
- Investigate specific technologies or tools
|
||||
- Best practices for specific use cases
|
||||
- Performance and scalability considerations
|
||||
- Security and compliance research</ask>
|
||||
|
||||
<template-output>technical_question</template-output>
|
||||
|
||||
<ask>What's the context for this decision?
|
||||
|
||||
- New greenfield project
|
||||
- Adding to existing system (brownfield)
|
||||
- Refactoring/modernizing legacy system
|
||||
- Proof of concept / prototype
|
||||
- Production-ready implementation
|
||||
- Academic/learning purpose</ask>
|
||||
|
||||
<template-output>project_context</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="2" goal="Define Technical Requirements and Constraints">
|
||||
<action>Gather requirements and constraints that will guide the research</action>
|
||||
|
||||
**Let's define your technical requirements:**
|
||||
|
||||
<ask>**Functional Requirements** - What must the technology do?
|
||||
|
||||
Examples:
|
||||
|
||||
- Handle 1M requests per day
|
||||
- Support real-time data processing
|
||||
- Provide full-text search capabilities
|
||||
- Enable offline-first mobile app
|
||||
- Support multi-tenancy</ask>
|
||||
|
||||
<template-output>functional_requirements</template-output>
|
||||
|
||||
<ask>**Non-Functional Requirements** - Performance, scalability, security needs?
|
||||
|
||||
Consider:
|
||||
|
||||
- Performance targets (latency, throughput)
|
||||
- Scalability requirements (users, data volume)
|
||||
- Reliability and availability needs
|
||||
- Security and compliance requirements
|
||||
- Maintainability and developer experience</ask>
|
||||
|
||||
<template-output>non_functional_requirements</template-output>
|
||||
|
||||
<ask>**Constraints** - What limitations or requirements exist?
|
||||
|
||||
- Programming language preferences or requirements
|
||||
- Cloud platform (AWS, Azure, GCP, on-prem)
|
||||
- Budget constraints
|
||||
- Team expertise and skills
|
||||
- Timeline and urgency
|
||||
- Existing technology stack (if brownfield)
|
||||
- Open source vs commercial requirements
|
||||
- Licensing considerations</ask>
|
||||
|
||||
<template-output>technical_constraints</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="3" goal="Identify Alternatives and Options">
|
||||
<action>Research and identify technology options to evaluate</action>
|
||||
|
||||
<ask>Do you have specific technologies in mind to compare, or should I discover options?
|
||||
|
||||
If you have specific options, list them. Otherwise, I'll research current leading solutions based on your requirements.</ask>
|
||||
|
||||
<template-output if="user provides options">user_provided_options</template-output>
|
||||
|
||||
<check if="discovering options">
|
||||
<action>Conduct web research to identify current leading solutions</action>
|
||||
<action>Search for:
|
||||
|
||||
- "[technical_category] best tools 2025"
|
||||
- "[technical_category] comparison [use_case]"
|
||||
- "[technical_category] production experiences reddit"
|
||||
- "State of [technical_category] 2025"
|
||||
</action>
|
||||
|
||||
<invoke-task halt="true">{project-root}/bmad/core/tasks/adv-elicit.xml</invoke-task>
|
||||
|
||||
<action>Present discovered options (typically 3-5 main candidates)</action>
|
||||
<template-output>technology_options</template-output>
|
||||
|
||||
</check>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="4" goal="Deep Dive Research on Each Option">
|
||||
<action>Research each technology option in depth</action>
|
||||
|
||||
<critical>For each technology option, research thoroughly</critical>
|
||||
|
||||
<step n="4a" title="Technology Profile" repeat="for-each-option">
|
||||
|
||||
Research and document:
|
||||
|
||||
**Overview:**
|
||||
|
||||
- What is it and what problem does it solve?
|
||||
- Maturity level (experimental, stable, mature, legacy)
|
||||
- Community size and activity
|
||||
- Maintenance status and release cadence
|
||||
|
||||
**Technical Characteristics:**
|
||||
|
||||
- Architecture and design philosophy
|
||||
- Core features and capabilities
|
||||
- Performance characteristics
|
||||
- Scalability approach
|
||||
- Integration capabilities
|
||||
|
||||
**Developer Experience:**
|
||||
|
||||
- Learning curve
|
||||
- Documentation quality
|
||||
- Tooling ecosystem
|
||||
- Testing support
|
||||
- Debugging capabilities
|
||||
|
||||
**Operations:**
|
||||
|
||||
- Deployment complexity
|
||||
- Monitoring and observability
|
||||
- Operational overhead
|
||||
- Cloud provider support
|
||||
- Container/K8s compatibility
|
||||
|
||||
**Ecosystem:**
|
||||
|
||||
- Available libraries and plugins
|
||||
- Third-party integrations
|
||||
- Commercial support options
|
||||
- Training and educational resources
|
||||
|
||||
**Community and Adoption:**
|
||||
|
||||
- GitHub stars/contributors (if applicable)
|
||||
- Production usage examples
|
||||
- Case studies from similar use cases
|
||||
- Community support channels
|
||||
- Job market demand
|
||||
|
||||
**Costs:**
|
||||
|
||||
- Licensing model
|
||||
- Hosting/infrastructure costs
|
||||
- Support costs
|
||||
- Training costs
|
||||
- Total cost of ownership estimate
|
||||
|
||||
<invoke-task halt="true">{project-root}/bmad/core/tasks/adv-elicit.xml</invoke-task>
|
||||
<template-output>tech*profile*{{option_number}}</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="5" goal="Comparative Analysis">
|
||||
<action>Create structured comparison across all options</action>
|
||||
|
||||
**Create comparison matrices:**
|
||||
|
||||
<action>Generate comparison table with key dimensions:</action>
|
||||
|
||||
**Comparison Dimensions:**
|
||||
|
||||
1. **Meets Requirements** - How well does each meet functional requirements?
|
||||
2. **Performance** - Speed, latency, throughput benchmarks
|
||||
3. **Scalability** - Horizontal/vertical scaling capabilities
|
||||
4. **Complexity** - Learning curve and operational complexity
|
||||
5. **Ecosystem** - Maturity, community, libraries, tools
|
||||
6. **Cost** - Total cost of ownership
|
||||
7. **Risk** - Maturity, vendor lock-in, abandonment risk
|
||||
8. **Developer Experience** - Productivity, debugging, testing
|
||||
9. **Operations** - Deployment, monitoring, maintenance
|
||||
10. **Future-Proofing** - Roadmap, innovation, sustainability
|
||||
|
||||
<action>Rate each option on relevant dimensions (High/Medium/Low or 1-5 scale)</action>
|
||||
|
||||
<template-output>comparative_analysis</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="6" goal="Trade-offs and Decision Factors">
|
||||
<action>Analyze trade-offs between options</action>
|
||||
|
||||
**Identify key trade-offs:**
|
||||
|
||||
For each pair of leading options, identify trade-offs:
|
||||
|
||||
- What do you gain by choosing Option A over Option B?
|
||||
- What do you sacrifice?
|
||||
- Under what conditions would you choose one vs the other?
|
||||
|
||||
**Decision factors by priority:**
|
||||
|
||||
<ask>What are your top 3 decision factors?
|
||||
|
||||
Examples:
|
||||
|
||||
- Time to market
|
||||
- Performance
|
||||
- Developer productivity
|
||||
- Operational simplicity
|
||||
- Cost efficiency
|
||||
- Future flexibility
|
||||
- Team expertise match
|
||||
- Community and support</ask>
|
||||
|
||||
<template-output>decision_priorities</template-output>
|
||||
|
||||
<action>Weight the comparison analysis by decision priorities</action>
|
||||
|
||||
<template-output>weighted_analysis</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="7" goal="Use Case Fit Analysis">
|
||||
<action>Evaluate fit for specific use case</action>
|
||||
|
||||
**Match technologies to your specific use case:**
|
||||
|
||||
Based on:
|
||||
|
||||
- Your functional and non-functional requirements
|
||||
- Your constraints (team, budget, timeline)
|
||||
- Your context (greenfield vs brownfield)
|
||||
- Your decision priorities
|
||||
|
||||
Analyze which option(s) best fit your specific scenario.
|
||||
|
||||
<ask>Are there any specific concerns or "must-haves" that would immediately eliminate any options?</ask>
|
||||
|
||||
<template-output>use_case_fit</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="8" goal="Real-World Evidence">
|
||||
<action>Gather production experience evidence</action>
|
||||
|
||||
**Search for real-world experiences:**
|
||||
|
||||
For top 2-3 candidates:
|
||||
|
||||
- Production war stories and lessons learned
|
||||
- Known issues and gotchas
|
||||
- Migration experiences (if replacing existing tech)
|
||||
- Performance benchmarks from real deployments
|
||||
- Team scaling experiences
|
||||
- Reddit/HackerNews discussions
|
||||
- Conference talks and blog posts from practitioners
|
||||
|
||||
<template-output>real_world_evidence</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="9" goal="Architecture Pattern Research" optional="true">
|
||||
<action>If researching architecture patterns, provide pattern analysis</action>
|
||||
|
||||
<ask>Are you researching architecture patterns (microservices, event-driven, etc.)?</ask>
|
||||
|
||||
<check if="yes">
|
||||
|
||||
Research and document:
|
||||
|
||||
**Pattern Overview:**
|
||||
|
||||
- Core principles and concepts
|
||||
- When to use vs when not to use
|
||||
- Prerequisites and foundations
|
||||
|
||||
**Implementation Considerations:**
|
||||
|
||||
- Technology choices for the pattern
|
||||
- Reference architectures
|
||||
- Common pitfalls and anti-patterns
|
||||
- Migration path from current state
|
||||
|
||||
**Trade-offs:**
|
||||
|
||||
- Benefits and drawbacks
|
||||
- Complexity vs benefits analysis
|
||||
- Team skill requirements
|
||||
- Operational overhead
|
||||
|
||||
<template-output>architecture_pattern_analysis</template-output>
|
||||
</check>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="10" goal="Recommendations and Decision Framework">
|
||||
<action>Synthesize research into clear recommendations</action>
|
||||
|
||||
**Generate recommendations:**
|
||||
|
||||
**Top Recommendation:**
|
||||
|
||||
- Primary technology choice with rationale
|
||||
- Why it best fits your requirements and constraints
|
||||
- Key benefits for your use case
|
||||
- Risks and mitigation strategies
|
||||
|
||||
**Alternative Options:**
|
||||
|
||||
- Second and third choices
|
||||
- When you might choose them instead
|
||||
- Scenarios where they would be better
|
||||
|
||||
**Implementation Roadmap:**
|
||||
|
||||
- Proof of concept approach
|
||||
- Key decisions to make during implementation
|
||||
- Migration path (if applicable)
|
||||
- Success criteria and validation approach
|
||||
|
||||
**Risk Mitigation:**
|
||||
|
||||
- Identified risks and mitigation plans
|
||||
- Contingency options if primary choice doesn't work
|
||||
- Exit strategy considerations
|
||||
|
||||
<invoke-task halt="true">{project-root}/bmad/core/tasks/adv-elicit.xml</invoke-task>
|
||||
|
||||
<template-output>recommendations</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="11" goal="Decision Documentation">
|
||||
<action>Create architecture decision record (ADR) template</action>
|
||||
|
||||
**Generate Architecture Decision Record:**
|
||||
|
||||
Create ADR format documentation:
|
||||
|
||||
```markdown
|
||||
# ADR-XXX: [Decision Title]
|
||||
|
||||
## Status
|
||||
|
||||
[Proposed | Accepted | Superseded]
|
||||
|
||||
## Context
|
||||
|
||||
[Technical context and problem statement]
|
||||
|
||||
## Decision Drivers
|
||||
|
||||
[Key factors influencing the decision]
|
||||
|
||||
## Considered Options
|
||||
|
||||
[Technologies/approaches evaluated]
|
||||
|
||||
## Decision
|
||||
|
||||
[Chosen option and rationale]
|
||||
|
||||
## Consequences
|
||||
|
||||
**Positive:**
|
||||
|
||||
- [Benefits of this choice]
|
||||
|
||||
**Negative:**
|
||||
|
||||
- [Drawbacks and risks]
|
||||
|
||||
**Neutral:**
|
||||
|
||||
- [Other impacts]
|
||||
|
||||
## Implementation Notes
|
||||
|
||||
[Key considerations for implementation]
|
||||
|
||||
## References
|
||||
|
||||
[Links to research, benchmarks, case studies]
|
||||
```
|
||||
|
||||
<template-output>architecture_decision_record</template-output>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="12" goal="Finalize Technical Research Report">
|
||||
<action>Compile complete technical research report</action>
|
||||
|
||||
**Your Technical Research Report includes:**
|
||||
|
||||
1. **Executive Summary** - Key findings and recommendation
|
||||
2. **Requirements and Constraints** - What guided the research
|
||||
3. **Technology Options** - All candidates evaluated
|
||||
4. **Detailed Profiles** - Deep dive on each option
|
||||
5. **Comparative Analysis** - Side-by-side comparison
|
||||
6. **Trade-off Analysis** - Key decision factors
|
||||
7. **Real-World Evidence** - Production experiences
|
||||
8. **Recommendations** - Detailed recommendation with rationale
|
||||
9. **Architecture Decision Record** - Formal decision documentation
|
||||
10. **Next Steps** - Implementation roadmap
|
||||
|
||||
<action>Save complete report to {default_output_file}</action>
|
||||
|
||||
<ask>Would you like to:
|
||||
|
||||
1. Deep dive into specific technology
|
||||
2. Research implementation patterns for chosen technology
|
||||
3. Generate proof-of-concept plan
|
||||
4. Create deep research prompt for ongoing investigation
|
||||
5. Exit workflow
|
||||
|
||||
Select option (1-5):</ask>
|
||||
|
||||
<check if="option 4">
|
||||
<action>LOAD: {installed_path}/instructions-deep-prompt.md</action>
|
||||
<action>Pre-populate with technical research context</action>
|
||||
</check>
|
||||
|
||||
</step>
|
||||
|
||||
<step n="FINAL" goal="Update status file on completion" tag="workflow-status">
|
||||
<check if="standalone_mode != true">
|
||||
<action>Load the FULL file: {output_folder}/bmm-workflow-status.yaml</action>
|
||||
<action>Find workflow_status key "research"</action>
|
||||
<critical>ONLY write the file path as the status value - no other text, notes, or metadata</critical>
|
||||
<action>Update workflow_status["research"] = "{output_folder}/bmm-research-technical-{{date}}.md"</action>
|
||||
<action>Save file, preserving ALL comments and structure including STATUS DEFINITIONS</action>
|
||||
|
||||
<action>Find first non-completed workflow in workflow_status (next workflow to do)</action>
|
||||
<action>Determine next agent from path file based on next workflow</action>
|
||||
</check>
|
||||
|
||||
<output>**✅ Technical Research Complete**
|
||||
|
||||
**Research Report:**
|
||||
|
||||
- Technical research report generated and saved to {output_folder}/bmm-research-technical-{{date}}.md
|
||||
|
||||
{{#if standalone_mode != true}}
|
||||
**Status Updated:**
|
||||
|
||||
- Progress tracking updated: research marked complete
|
||||
- Next workflow: {{next_workflow}}
|
||||
{{else}}
|
||||
**Note:** Running in standalone mode (no progress tracking)
|
||||
{{/if}}
|
||||
|
||||
**Next Steps:**
|
||||
|
||||
{{#if standalone_mode != true}}
|
||||
|
||||
- **Next workflow:** {{next_workflow}} ({{next_agent}} agent)
|
||||
- **Optional:** Review findings with architecture team, or run additional analysis workflows
|
||||
|
||||
Check status anytime with: `workflow-status`
|
||||
{{else}}
|
||||
Since no workflow is in progress:
|
||||
|
||||
- Review technical research findings
|
||||
- Refer to the BMM workflow guide if unsure what to do next
|
||||
- Or run `workflow-init` to create a workflow path and get guided next steps
|
||||
{{/if}}
|
||||
</output>
|
||||
</step>
|
||||
|
||||
</workflow>
|
||||
@@ -0,0 +1,94 @@
|
||||
# Deep Research Prompt
|
||||
|
||||
**Generated:** {{date}}
|
||||
**Created by:** {{user_name}}
|
||||
**Target Platform:** {{target_platform}}
|
||||
|
||||
---
|
||||
|
||||
## Research Prompt (Ready to Use)
|
||||
|
||||
### Research Question
|
||||
|
||||
{{research_topic}}
|
||||
|
||||
### Research Goal and Context
|
||||
|
||||
**Objective:** {{research_goal}}
|
||||
|
||||
**Context:**
|
||||
{{research_persona}}
|
||||
|
||||
### Scope and Boundaries
|
||||
|
||||
**Temporal Scope:** {{temporal_scope}}
|
||||
|
||||
**Geographic Scope:** {{geographic_scope}}
|
||||
|
||||
**Thematic Focus:**
|
||||
{{thematic_boundaries}}
|
||||
|
||||
### Information Requirements
|
||||
|
||||
**Types of Information Needed:**
|
||||
{{information_types}}
|
||||
|
||||
**Preferred Sources:**
|
||||
{{preferred_sources}}
|
||||
|
||||
### Output Structure
|
||||
|
||||
**Format:** {{output_format}}
|
||||
|
||||
**Required Sections:**
|
||||
{{key_sections}}
|
||||
|
||||
**Depth Level:** {{depth_level}}
|
||||
|
||||
### Research Methodology
|
||||
|
||||
**Keywords and Technical Terms:**
|
||||
{{research_keywords}}
|
||||
|
||||
**Special Requirements:**
|
||||
{{special_requirements}}
|
||||
|
||||
**Validation Criteria:**
|
||||
{{validation_criteria}}
|
||||
|
||||
### Follow-up Strategy
|
||||
|
||||
{{follow_up_strategy}}
|
||||
|
||||
---
|
||||
|
||||
## Complete Research Prompt (Copy and Paste)
|
||||
|
||||
```
|
||||
{{deep_research_prompt}}
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Platform-Specific Usage Tips
|
||||
|
||||
{{platform_tips}}
|
||||
|
||||
---
|
||||
|
||||
## Research Execution Checklist
|
||||
|
||||
{{execution_checklist}}
|
||||
|
||||
---
|
||||
|
||||
## Metadata
|
||||
|
||||
**Workflow:** BMad Research Workflow - Deep Research Prompt Generator v2.0
|
||||
**Generated:** {{date}}
|
||||
**Research Type:** Deep Research Prompt
|
||||
**Platform:** {{target_platform}}
|
||||
|
||||
---
|
||||
|
||||
_This research prompt was generated using the BMad Method Research Workflow, incorporating best practices from ChatGPT Deep Research, Gemini Deep Research, Grok DeepSearch, and Claude Projects (2025)._
|
||||
311
bmad/bmm/workflows/1-analysis/research/template-market.md
Normal file
311
bmad/bmm/workflows/1-analysis/research/template-market.md
Normal file
@@ -0,0 +1,311 @@
|
||||
# Market Research Report: {{product_name}}
|
||||
|
||||
**Date:** {{date}}
|
||||
**Prepared by:** {{user_name}}
|
||||
**Research Depth:** {{research_depth}}
|
||||
|
||||
---
|
||||
|
||||
## Executive Summary
|
||||
|
||||
{{executive_summary}}
|
||||
|
||||
### Key Market Metrics
|
||||
|
||||
- **Total Addressable Market (TAM):** {{tam_calculation}}
|
||||
- **Serviceable Addressable Market (SAM):** {{sam_calculation}}
|
||||
- **Serviceable Obtainable Market (SOM):** {{som_scenarios}}
|
||||
|
||||
### Critical Success Factors
|
||||
|
||||
{{key_success_factors}}
|
||||
|
||||
---
|
||||
|
||||
## 1. Research Objectives and Methodology
|
||||
|
||||
### Research Objectives
|
||||
|
||||
{{research_objectives}}
|
||||
|
||||
### Scope and Boundaries
|
||||
|
||||
- **Product/Service:** {{product_description}}
|
||||
- **Market Definition:** {{market_definition}}
|
||||
- **Geographic Scope:** {{geographic_scope}}
|
||||
- **Customer Segments:** {{segment_boundaries}}
|
||||
|
||||
### Research Methodology
|
||||
|
||||
{{research_methodology}}
|
||||
|
||||
### Data Sources
|
||||
|
||||
{{source_credibility_notes}}
|
||||
|
||||
---
|
||||
|
||||
## 2. Market Overview
|
||||
|
||||
### Market Definition
|
||||
|
||||
{{market_definition}}
|
||||
|
||||
### Market Size and Growth
|
||||
|
||||
#### Total Addressable Market (TAM)
|
||||
|
||||
**Methodology:** {{tam_methodology}}
|
||||
|
||||
{{tam_calculation}}
|
||||
|
||||
#### Serviceable Addressable Market (SAM)
|
||||
|
||||
{{sam_calculation}}
|
||||
|
||||
#### Serviceable Obtainable Market (SOM)
|
||||
|
||||
{{som_scenarios}}
|
||||
|
||||
### Market Intelligence Summary
|
||||
|
||||
{{market_intelligence_raw}}
|
||||
|
||||
### Key Data Points
|
||||
|
||||
{{key_data_points}}
|
||||
|
||||
---
|
||||
|
||||
## 3. Market Trends and Drivers
|
||||
|
||||
### Key Market Trends
|
||||
|
||||
{{market_trends}}
|
||||
|
||||
### Growth Drivers
|
||||
|
||||
{{growth_drivers}}
|
||||
|
||||
### Market Inhibitors
|
||||
|
||||
{{market_inhibitors}}
|
||||
|
||||
### Future Outlook
|
||||
|
||||
{{future_outlook}}
|
||||
|
||||
---
|
||||
|
||||
## 4. Customer Analysis
|
||||
|
||||
### Target Customer Segments
|
||||
|
||||
{{#segment_profile_1}}
|
||||
|
||||
#### Segment 1
|
||||
|
||||
{{segment_profile_1}}
|
||||
{{/segment_profile_1}}
|
||||
|
||||
{{#segment_profile_2}}
|
||||
|
||||
#### Segment 2
|
||||
|
||||
{{segment_profile_2}}
|
||||
{{/segment_profile_2}}
|
||||
|
||||
{{#segment_profile_3}}
|
||||
|
||||
#### Segment 3
|
||||
|
||||
{{segment_profile_3}}
|
||||
{{/segment_profile_3}}
|
||||
|
||||
{{#segment_profile_4}}
|
||||
|
||||
#### Segment 4
|
||||
|
||||
{{segment_profile_4}}
|
||||
{{/segment_profile_4}}
|
||||
|
||||
{{#segment_profile_5}}
|
||||
|
||||
#### Segment 5
|
||||
|
||||
{{segment_profile_5}}
|
||||
{{/segment_profile_5}}
|
||||
|
||||
### Jobs-to-be-Done Analysis
|
||||
|
||||
{{jobs_to_be_done}}
|
||||
|
||||
### Pricing Analysis and Willingness to Pay
|
||||
|
||||
{{pricing_analysis}}
|
||||
|
||||
---
|
||||
|
||||
## 5. Competitive Landscape
|
||||
|
||||
### Market Structure
|
||||
|
||||
{{market_structure}}
|
||||
|
||||
### Competitor Analysis
|
||||
|
||||
{{#competitor_analysis_1}}
|
||||
|
||||
#### Competitor 1
|
||||
|
||||
{{competitor_analysis_1}}
|
||||
{{/competitor_analysis_1}}
|
||||
|
||||
{{#competitor_analysis_2}}
|
||||
|
||||
#### Competitor 2
|
||||
|
||||
{{competitor_analysis_2}}
|
||||
{{/competitor_analysis_2}}
|
||||
|
||||
{{#competitor_analysis_3}}
|
||||
|
||||
#### Competitor 3
|
||||
|
||||
{{competitor_analysis_3}}
|
||||
{{/competitor_analysis_3}}
|
||||
|
||||
{{#competitor_analysis_4}}
|
||||
|
||||
#### Competitor 4
|
||||
|
||||
{{competitor_analysis_4}}
|
||||
{{/competitor_analysis_4}}
|
||||
|
||||
{{#competitor_analysis_5}}
|
||||
|
||||
#### Competitor 5
|
||||
|
||||
{{competitor_analysis_5}}
|
||||
{{/competitor_analysis_5}}
|
||||
|
||||
### Competitive Positioning
|
||||
|
||||
{{competitive_positioning}}
|
||||
|
||||
---
|
||||
|
||||
## 6. Industry Analysis
|
||||
|
||||
### Porter's Five Forces Assessment
|
||||
|
||||
{{porters_five_forces}}
|
||||
|
||||
### Technology Adoption Lifecycle
|
||||
|
||||
{{adoption_lifecycle}}
|
||||
|
||||
### Value Chain Analysis
|
||||
|
||||
{{value_chain_analysis}}
|
||||
|
||||
---
|
||||
|
||||
## 7. Market Opportunities
|
||||
|
||||
### Identified Opportunities
|
||||
|
||||
{{market_opportunities}}
|
||||
|
||||
### Opportunity Prioritization Matrix
|
||||
|
||||
{{opportunity_prioritization}}
|
||||
|
||||
---
|
||||
|
||||
## 8. Strategic Recommendations
|
||||
|
||||
### Go-to-Market Strategy
|
||||
|
||||
{{gtm_strategy}}
|
||||
|
||||
#### Positioning Strategy
|
||||
|
||||
{{positioning_strategy}}
|
||||
|
||||
#### Target Segment Sequencing
|
||||
|
||||
{{segment_sequencing}}
|
||||
|
||||
#### Channel Strategy
|
||||
|
||||
{{channel_strategy}}
|
||||
|
||||
#### Pricing Strategy
|
||||
|
||||
{{pricing_recommendations}}
|
||||
|
||||
### Implementation Roadmap
|
||||
|
||||
{{implementation_roadmap}}
|
||||
|
||||
---
|
||||
|
||||
## 9. Risk Assessment
|
||||
|
||||
### Risk Analysis
|
||||
|
||||
{{risk_assessment}}
|
||||
|
||||
### Mitigation Strategies
|
||||
|
||||
{{mitigation_strategies}}
|
||||
|
||||
---
|
||||
|
||||
## 10. Financial Projections
|
||||
|
||||
{{#financial_projections}}
|
||||
{{financial_projections}}
|
||||
{{/financial_projections}}
|
||||
|
||||
---
|
||||
|
||||
## Appendices
|
||||
|
||||
### Appendix A: Data Sources and References
|
||||
|
||||
{{data_sources}}
|
||||
|
||||
### Appendix B: Detailed Calculations
|
||||
|
||||
{{detailed_calculations}}
|
||||
|
||||
### Appendix C: Additional Analysis
|
||||
|
||||
{{#appendices}}
|
||||
{{appendices}}
|
||||
{{/appendices}}
|
||||
|
||||
### Appendix D: Glossary of Terms
|
||||
|
||||
{{glossary}}
|
||||
|
||||
---
|
||||
|
||||
## Document Information
|
||||
|
||||
**Workflow:** BMad Market Research Workflow v1.0
|
||||
**Generated:** {{date}}
|
||||
**Next Review:** {{next_review_date}}
|
||||
**Classification:** {{classification}}
|
||||
|
||||
### Research Quality Metrics
|
||||
|
||||
- **Data Freshness:** Current as of {{date}}
|
||||
- **Source Reliability:** {{source_reliability_score}}
|
||||
- **Confidence Level:** {{confidence_level}}
|
||||
|
||||
---
|
||||
|
||||
_This market research report was generated using the BMad Method Market Research Workflow, combining systematic analysis frameworks with real-time market intelligence gathering._
|
||||
210
bmad/bmm/workflows/1-analysis/research/template-technical.md
Normal file
210
bmad/bmm/workflows/1-analysis/research/template-technical.md
Normal file
@@ -0,0 +1,210 @@
|
||||
# Technical Research Report: {{technical_question}}
|
||||
|
||||
**Date:** {{date}}
|
||||
**Prepared by:** {{user_name}}
|
||||
**Project Context:** {{project_context}}
|
||||
|
||||
---
|
||||
|
||||
## Executive Summary
|
||||
|
||||
{{recommendations}}
|
||||
|
||||
### Key Recommendation
|
||||
|
||||
**Primary Choice:** [Technology/Pattern Name]
|
||||
|
||||
**Rationale:** [2-3 sentence summary]
|
||||
|
||||
**Key Benefits:**
|
||||
|
||||
- [Benefit 1]
|
||||
- [Benefit 2]
|
||||
- [Benefit 3]
|
||||
|
||||
---
|
||||
|
||||
## 1. Research Objectives
|
||||
|
||||
### Technical Question
|
||||
|
||||
{{technical_question}}
|
||||
|
||||
### Project Context
|
||||
|
||||
{{project_context}}
|
||||
|
||||
### Requirements and Constraints
|
||||
|
||||
#### Functional Requirements
|
||||
|
||||
{{functional_requirements}}
|
||||
|
||||
#### Non-Functional Requirements
|
||||
|
||||
{{non_functional_requirements}}
|
||||
|
||||
#### Technical Constraints
|
||||
|
||||
{{technical_constraints}}
|
||||
|
||||
---
|
||||
|
||||
## 2. Technology Options Evaluated
|
||||
|
||||
{{technology_options}}
|
||||
|
||||
---
|
||||
|
||||
## 3. Detailed Technology Profiles
|
||||
|
||||
{{#tech_profile_1}}
|
||||
|
||||
### Option 1: [Technology Name]
|
||||
|
||||
{{tech_profile_1}}
|
||||
{{/tech_profile_1}}
|
||||
|
||||
{{#tech_profile_2}}
|
||||
|
||||
### Option 2: [Technology Name]
|
||||
|
||||
{{tech_profile_2}}
|
||||
{{/tech_profile_2}}
|
||||
|
||||
{{#tech_profile_3}}
|
||||
|
||||
### Option 3: [Technology Name]
|
||||
|
||||
{{tech_profile_3}}
|
||||
{{/tech_profile_3}}
|
||||
|
||||
{{#tech_profile_4}}
|
||||
|
||||
### Option 4: [Technology Name]
|
||||
|
||||
{{tech_profile_4}}
|
||||
{{/tech_profile_4}}
|
||||
|
||||
{{#tech_profile_5}}
|
||||
|
||||
### Option 5: [Technology Name]
|
||||
|
||||
{{tech_profile_5}}
|
||||
{{/tech_profile_5}}
|
||||
|
||||
---
|
||||
|
||||
## 4. Comparative Analysis
|
||||
|
||||
{{comparative_analysis}}
|
||||
|
||||
### Weighted Analysis
|
||||
|
||||
**Decision Priorities:**
|
||||
{{decision_priorities}}
|
||||
|
||||
{{weighted_analysis}}
|
||||
|
||||
---
|
||||
|
||||
## 5. Trade-offs and Decision Factors
|
||||
|
||||
{{use_case_fit}}
|
||||
|
||||
### Key Trade-offs
|
||||
|
||||
[Comparison of major trade-offs between top options]
|
||||
|
||||
---
|
||||
|
||||
## 6. Real-World Evidence
|
||||
|
||||
{{real_world_evidence}}
|
||||
|
||||
---
|
||||
|
||||
## 7. Architecture Pattern Analysis
|
||||
|
||||
{{#architecture_pattern_analysis}}
|
||||
{{architecture_pattern_analysis}}
|
||||
{{/architecture_pattern_analysis}}
|
||||
|
||||
---
|
||||
|
||||
## 8. Recommendations
|
||||
|
||||
{{recommendations}}
|
||||
|
||||
### Implementation Roadmap
|
||||
|
||||
1. **Proof of Concept Phase**
|
||||
- [POC objectives and timeline]
|
||||
|
||||
2. **Key Implementation Decisions**
|
||||
- [Critical decisions to make during implementation]
|
||||
|
||||
3. **Migration Path** (if applicable)
|
||||
- [Migration approach from current state]
|
||||
|
||||
4. **Success Criteria**
|
||||
- [How to validate the decision]
|
||||
|
||||
### Risk Mitigation
|
||||
|
||||
{{risk_mitigation}}
|
||||
|
||||
---
|
||||
|
||||
## 9. Architecture Decision Record (ADR)
|
||||
|
||||
{{architecture_decision_record}}
|
||||
|
||||
---
|
||||
|
||||
## 10. References and Resources
|
||||
|
||||
### Documentation
|
||||
|
||||
- [Links to official documentation]
|
||||
|
||||
### Benchmarks and Case Studies
|
||||
|
||||
- [Links to benchmarks and real-world case studies]
|
||||
|
||||
### Community Resources
|
||||
|
||||
- [Links to communities, forums, discussions]
|
||||
|
||||
### Additional Reading
|
||||
|
||||
- [Links to relevant articles, papers, talks]
|
||||
|
||||
---
|
||||
|
||||
## Appendices
|
||||
|
||||
### Appendix A: Detailed Comparison Matrix
|
||||
|
||||
[Full comparison table with all evaluated dimensions]
|
||||
|
||||
### Appendix B: Proof of Concept Plan
|
||||
|
||||
[Detailed POC plan if needed]
|
||||
|
||||
### Appendix C: Cost Analysis
|
||||
|
||||
[TCO analysis if performed]
|
||||
|
||||
---
|
||||
|
||||
## Document Information
|
||||
|
||||
**Workflow:** BMad Research Workflow - Technical Research v2.0
|
||||
**Generated:** {{date}}
|
||||
**Research Type:** Technical/Architecture Research
|
||||
**Next Review:** [Date for review/update]
|
||||
|
||||
---
|
||||
|
||||
_This technical research report was generated using the BMad Method Research Workflow, combining systematic technology evaluation frameworks with real-time research and analysis._
|
||||
33
bmad/bmm/workflows/1-analysis/research/workflow.yaml
Normal file
33
bmad/bmm/workflows/1-analysis/research/workflow.yaml
Normal file
@@ -0,0 +1,33 @@
|
||||
# Research Workflow - Multi-Type Research System
|
||||
name: research
|
||||
description: "Adaptive research workflow supporting multiple research types: market research, deep research prompt generation, technical/architecture evaluation, competitive intelligence, user research, and domain analysis"
|
||||
author: "BMad"
|
||||
|
||||
# Critical variables from config
|
||||
config_source: "{project-root}/bmad/bmm/config.yaml"
|
||||
output_folder: "{config_source}:output_folder"
|
||||
user_name: "{config_source}:user_name"
|
||||
communication_language: "{config_source}:communication_language"
|
||||
document_output_language: "{config_source}:document_output_language"
|
||||
user_skill_level: "{config_source}:user_skill_level"
|
||||
date: system-generated
|
||||
|
||||
# Workflow components - ROUTER PATTERN
|
||||
installed_path: "{project-root}/bmad/bmm/workflows/1-analysis/research"
|
||||
instructions: "{installed_path}/instructions-router.md" # Router loads specific instruction sets
|
||||
validation: "{installed_path}/checklist.md"
|
||||
|
||||
# Research type specific instructions (loaded by router)
|
||||
instructions_market: "{installed_path}/instructions-market.md"
|
||||
instructions_deep_prompt: "{installed_path}/instructions-deep-prompt.md"
|
||||
instructions_technical: "{installed_path}/instructions-technical.md"
|
||||
|
||||
# Templates (loaded based on research type)
|
||||
template_market: "{installed_path}/template-market.md"
|
||||
template_deep_prompt: "{installed_path}/template-deep-prompt.md"
|
||||
template_technical: "{installed_path}/template-technical.md"
|
||||
|
||||
# Output configuration (dynamic based on research type selected in router)
|
||||
default_output_file: "{output_folder}/research-{{research_type}}-{{date}}.md"
|
||||
|
||||
standalone: true
|
||||
Reference in New Issue
Block a user