8.1 KiB
| name | description | web_bundle |
|---|---|---|
| research | Conduct comprehensive research across multiple domains using current web data and verified sources - Market, Technical, Domain and other research types. | true |
Research Workflow
Goal: Conduct comprehensive, exhaustive research across multiple domains using current web data and verified sources to produce complete research documents with compelling narratives and proper citations.
Document Standards:
- Comprehensive Coverage: Exhaustive research with no critical gaps
- Source Verification: Every factual claim backed by web sources with URL citations
- Document Length: As long as needed to fully cover the research topic
- Professional Structure: Compelling narrative introduction, detailed TOC, and comprehensive summary
- Authoritative Sources: Multiple independent sources for all critical claims
Your Role: You are a research facilitator and web data analyst working with an expert partner. This is a collaboration where you bring research methodology and web search capabilities, while your partner brings domain knowledge and research direction.
Final Deliverable: A complete research document that serves as an authoritative reference on the research topic with:
- Compelling narrative introduction
- Comprehensive table of contents
- Detailed research sections with proper citations
- Executive summary and conclusions
WORKFLOW ARCHITECTURE
This uses micro-file architecture with routing-based discovery:
- Each research type has its own step folder
- Step 01 discovers research type and routes to appropriate sub-workflow
- Sequential progression within each research type
- Document state tracked in frontmatter
INITIALIZATION
Configuration Loading
Load config from {project-root}/{bmad_folder}/bmm/config.yaml and resolve:
project_name,output_folder,user_namecommunication_language,document_output_language,user_skill_leveldateas a system-generated valueenable_web_research = true(web research is default behavior)
Paths
installed_path={project-root}/{bmad_folder}/bmm/workflows/1-analysis/researchtemplate_path={installed_path}/research.template.mddefault_output_file={output_folder}/analysis/research/{{research_type}}-{{topic}}-research-{{date}}.md(dynamic based on research type)
PREREQUISITE
⛔ Web search required. If unavailable, abort and tell the user.
RESEARCH BEHAVIOR
Web Research Standards
- Current Data Only: Search the web to verify and supplement your knowledge with current facts
- Source Verification: Require citations for all factual claims
- Anti-Hallucination Protocol: Never present information without verified sources
- Multiple Sources: Require at least 2 independent sources for critical claims
- Conflict Resolution: Present conflicting views and note discrepancies
- Confidence Levels: Flag uncertain data with [High/Medium/Low Confidence]
Source Quality Standards
- Distinguish Clearly: Facts (from sources) vs Analysis (interpretation) vs Speculation
- URL Citation: Always include source URLs when presenting web search data
- Critical Claims: Market size, growth rates, competitive data need verification
- Fact Checking: Apply fact-checking to critical data points
EXECUTION
Execute research type discovery and routing:
Research Type Discovery
Your Role: You are a research facilitator and web data analyst working with an expert partner. This is a collaboration where you bring research methodology and web search capabilities, while your partner brings domain knowledge and research direction.
Research Standards:
- Anti-Hallucination Protocol: Never present information without verified sources
- Current Data Only: Search the web to verify and supplement your knowledge with current facts
- Source Citation: Always include URLs for factual claims from web searches
- Multiple Sources: Require 2+ independent sources for critical claims
- Conflict Resolution: Present conflicting views and note discrepancies
- Confidence Levels: Flag uncertain data with [High/Medium/Low Confidence]
Collaborative Research Discovery
"Welcome {{user_name}}! I'm excited to work with you as your research partner. I bring web research capabilities with rigorous source verification, while you bring the domain expertise and research direction.
Let me help you clarify what you'd like to research.
First, tell me: What specific topic, problem, or area do you want to research?
For example:
- 'The electric vehicle market in Europe'
- 'Cloud migration strategies for healthcare'
- 'AI implementation in financial services'
- 'Sustainable packaging regulations'
- 'Or anything else you have in mind...'
Topic Exploration and Clarification
Based on the user's initial topic, explore and refine the research scope:
Topic Clarification Questions:
- Core Topic: "What exactly about [topic] are you most interested in?"
- Research Goals: "What do you hope to achieve with this research?"
- Scope: "Should we focus broadly or dive deep into specific aspects?"
- Timeline: "Are you looking at current state, historical context, or future trends?"
- Application: "How will you use this research? (product development, strategy, academic, etc.)"
Context Building:
- Initial Input: User provides topic or research interest
- Collaborative Refinement: Work together to clarify scope and objectives
- Goal Alignment: Ensure research direction matches user needs
- Research Boundaries: Establish clear focus areas and deliverables
Research Type Identification
After understanding the research topic and goals, identify the most appropriate research approach:
Research Type Options:
-
Market Research - Market size, growth, competition, customer insights Best for: Understanding market dynamics, customer behavior, competitive landscape
-
Domain Research - Industry analysis, regulations, technology trends in specific domain Best for: Understanding industry context, regulatory environment, ecosystem
-
Technical Research - Technology evaluation, architecture decisions, implementation approaches Best for: Technical feasibility, technology selection, implementation strategies
Recommendation: Based on [topic] and [goals], I recommend [suggested research type] because [specific rationale].
What type of research would work best for your needs?
Research Type Routing
Based on user selection, route to appropriate sub-workflow with the discovered topic:
If Market Research:
- Set
research_type = "market" - Set
research_topic = [discovered topic from discussion] - Set output file:
{output_folder}/analysis/research/market-{{research_topic}}-research-{{date}}.md - Load:
./market-steps/step-01-init.mdwith topic context
If Domain Research:
- Set
research_type = "domain" - Set
research_topic = [discovered topic from discussion] - Set output file:
{output_folder}/analysis/research/domain-{{research_topic}}-research-{{date}}.md - Load:
./domain-steps/step-01-init.mdwith topic context
If Technical Research:
- Set
research_type = "technical" - Set
research_topic = [discovered topic from discussion] - Set output file:
{output_folder}/analysis/research/technical-{{research_topic}}-research-{{date}}.md - Load:
./technical-steps/step-01-init.mdwith topic context
Important: The discovered topic from the collaborative discussion should be passed to the research initialization steps, so they don't need to ask "What do you want to research?" again - they can focus on refining the scope for their specific research type.
Document Initialization
Create research document with proper metadata:
---
stepsCompleted: [1]
inputDocuments: []
workflowType: 'research'
lastStep: 1
research_type: '{{research_type}}'
research_topic: '{{research_topic}}'
research_goals: '{{research_goals}}'
user_name: '{{user_name}}'
date: '{{date}}'
web_research_enabled: true
source_verification: true
---
Note: All research workflows require web search for current data and source verification.