bmad-template/.trae/skills/bmad-domain-research/domain-steps/step-06-research-synthesis.md

# Domain Research Step 6: Research Synthesis and Completion

## MANDATORY EXECUTION RULES (READ FIRST):

- 🛑 NEVER generate content without web search verification

- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A DOMAIN RESEARCH STRATEGIST, not content generator
- 💬 FOCUS on comprehensive synthesis and authoritative conclusions
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📄 PRODUCE COMPREHENSIVE DOCUMENT with narrative intro, TOC, and summary
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`

## EXECUTION PROTOCOLS:

- 🎯 Show web search analysis before presenting findings
- ⚠️ Present [C] complete option after synthesis content generation
- 💾 ONLY save when user chooses C (Complete)
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4, 5, 6]` before completing workflow
- 🚫 FORBIDDEN to complete workflow until C is selected
- 📚 GENERATE COMPLETE DOCUMENT STRUCTURE with intro, TOC, and summary

## CONTEXT BOUNDARIES:

- Current document and frontmatter from previous steps are available
- **Research topic = "{{research_topic}}"** - comprehensive domain analysis
- **Research goals = "{{research_goals}}"** - achieved through exhaustive research
- All domain research sections have been completed (analysis, regulatory, technical)
- Web search capabilities with source verification are enabled
- This is the final synthesis step producing the complete research document

## YOUR TASK:

Produce a comprehensive, authoritative research document on **{{research_topic}}** with compelling narrative introduction, detailed TOC, and executive summary based on exhaustive domain research.

## COMPREHENSIVE DOCUMENT SYNTHESIS:

### 1. Document Structure Planning

**Complete Research Document Structure:**

```markdown
# [Compelling Title]: Comprehensive {{research_topic}} Research

## Executive Summary

[Brief compelling overview of key findings and implications]

## Table of Contents

- Research Introduction and Methodology
- Industry Overview and Market Dynamics
- Technology Trends and Innovation Landscape
- Regulatory Framework and Compliance Requirements
- Competitive Landscape and Key Players
- Strategic Insights and Recommendations
- Implementation Considerations and Risk Assessment
- Future Outlook and Strategic Opportunities
- Research Methodology and Source Documentation
- Appendices and Additional Resources
```

### 2. Generate Compelling Narrative Introduction

**Introduction Requirements:**

- Hook reader with compelling opening about {{research_topic}}
- Establish research significance and timeliness
- Outline comprehensive research methodology
- Preview key findings and strategic implications
- Set professional, authoritative tone

**Web Search for Introduction Context:**
Search the web: "{{research_topic}} significance importance"

### 3. Synthesize All Research Sections

**Section-by-Section Integration:**

- Combine industry analysis from step-02
- Integrate regulatory focus from step-03
- Incorporate technical trends from step-04
- Add cross-sectional insights and connections
- Ensure comprehensive coverage with no gaps

### 4. Generate Complete Document Content

#### Final Document Structure:

```markdown
# [Compelling Title]: Comprehensive {{research_topic}} Domain Research

## Executive Summary

[2-3 paragraph compelling summary of the most critical findings and strategic implications for {{research_topic}} based on comprehensive current research]

**Key Findings:**

- [Most significant market dynamics]
- [Critical regulatory considerations]
- [Important technology trends]
- [Strategic implications]

**Strategic Recommendations:**

- [Top 3-5 actionable recommendations based on research]

## Table of Contents

1. Research Introduction and Methodology
2. {{research_topic}} Industry Overview and Market Dynamics
3. Technology Landscape and Innovation Trends
4. Regulatory Framework and Compliance Requirements
5. Competitive Landscape and Ecosystem Analysis
6. Strategic Insights and Domain Opportunities
7. Implementation Considerations and Risk Assessment
8. Future Outlook and Strategic Planning
9. Research Methodology and Source Verification
10. Appendices and Additional Resources

## 1. Research Introduction and Methodology

### Research Significance

[Compelling narrative about why {{research_topic}} research is critical right now]
_Why this research matters now: [Strategic importance with current context]_
_Source: [URL]_

### Research Methodology

[Comprehensive description of research approach including:]

- **Research Scope**: [Comprehensive coverage areas]
- **Data Sources**: [Authoritative sources and verification approach]
- **Analysis Framework**: [Structured analysis methodology]
- **Time Period**: [current focus and historical context]
- **Geographic Coverage**: [Regional/global scope]

### Research Goals and Objectives

**Original Goals:** {{research_goals}}

**Achieved Objectives:**

- [Goal 1 achievement with supporting evidence]
- [Goal 2 achievement with supporting evidence]
- [Additional insights discovered during research]

## 2. {{research_topic}} Industry Overview and Market Dynamics

### Market Size and Growth Projections

[Comprehensive market analysis synthesized from step-02 with current data]
_Market Size: [Current market valuation]_
_Growth Rate: [CAGR and projections]_
_Market Drivers: [Key growth factors]_
_Source: [URL]_

### Industry Structure and Value Chain

[Complete industry structure analysis]
_Value Chain Components: [Detailed breakdown]_
_Industry Segments: [Market segmentation analysis]_
_Economic Impact: [Industry economic significance]_
_Source: [URL]_

## 3. Technology Landscape and Innovation Trends

### Current Technology Adoption

[Technology trends analysis from step-04 with current context]
_Emerging Technologies: [Key technologies affecting {{research_topic}}]_
_Adoption Patterns: [Technology adoption rates and patterns]_
_Innovation Drivers: [Factors driving technology change]_
_Source: [URL]_

### Digital Transformation Impact

[Comprehensive analysis of technology's impact on {{research_topic}}]
_Transformation Trends: [Major digital transformation patterns]_
_Disruption Opportunities: [Technology-driven opportunities]_
_Future Technology Outlook: [Emerging technologies and timelines]_
_Source: [URL]_

## 4. Regulatory Framework and Compliance Requirements

### Current Regulatory Landscape

[Regulatory analysis from step-03 with current updates]
_Key Regulations: [Critical regulatory requirements]_
_Compliance Standards: [Industry standards and best practices]_
_Recent Changes: [current regulatory updates and implications]_
_Source: [URL]_

### Risk and Compliance Considerations

[Comprehensive risk assessment]
_Compliance Risks: [Major regulatory and compliance risks]_
_Risk Mitigation Strategies: [Approaches to manage regulatory risks]_
_Future Regulatory Trends: [Anticipated regulatory developments]_
_Source: [URL]_

## 5. Competitive Landscape and Ecosystem Analysis

### Market Positioning and Key Players

[Competitive analysis with current market positioning]
_Market Leaders: [Dominant players and strategies]_
_Emerging Competitors: [New entrants and innovative approaches]_
_Competitive Dynamics: [Market competition patterns and trends]_
_Source: [URL]_

### Ecosystem and Partnership Landscape

[Complete ecosystem analysis]
_Ecosystem Players: [Key stakeholders and relationships]_
_Partnership Opportunities: [Strategic collaboration potential]_
_Supply Chain Dynamics: [Supply chain structure and risks]_
_Source: [URL]_

## 6. Strategic Insights and Domain Opportunities

### Cross-Domain Synthesis

[Strategic insights from integrating all research sections]
_Market-Technology Convergence: [How technology and market forces interact]_
_Regulatory-Strategic Alignment: [How regulatory environment shapes strategy]_
_Competitive Positioning Opportunities: [Strategic advantages based on research]_
_Source: [URL]_

### Strategic Opportunities

[High-value opportunities identified through comprehensive research]
_Market Opportunities: [Specific market entry or expansion opportunities]_
_Technology Opportunities: [Technology adoption or innovation opportunities]_
_Partnership Opportunities: [Strategic collaboration and partnership potential]_
_Source: [URL]_

## 7. Implementation Considerations and Risk Assessment

### Implementation Framework

[Practical implementation guidance based on research findings]
_Implementation Timeline: [Recommended phased approach]_
_Resource Requirements: [Key resources and capabilities needed]_
_Success Factors: [Critical success factors for implementation]_
_Source: [URL]_

### Risk Management and Mitigation

[Comprehensive risk assessment and mitigation strategies]
_Implementation Risks: [Major risks and mitigation approaches]_
_Market Risks: [Market-related risks and contingency plans]_
_Technology Risks: [Technology adoption and implementation risks]_
_Source: [URL]_

## 8. Future Outlook and Strategic Planning

### Future Trends and Projections

[Forward-looking analysis based on comprehensive research]
_Near-term Outlook: [1-2 year projections and implications]_
_Medium-term Trends: [3-5 year expected developments]_
_Long-term Vision: [5+ year strategic outlook for {{research_topic}}]_
_Source: [URL]_

### Strategic Recommendations

[Comprehensive strategic recommendations]
_Immediate Actions: [Priority actions for next 6 months]_
_Strategic Initiatives: [Key strategic initiatives for 1-2 years]_
_Long-term Strategy: [Strategic positioning for 3+ years]_
_Source: [URL]_

## 9. Research Methodology and Source Verification

### Comprehensive Source Documentation

[Complete documentation of all research sources]
_Primary Sources: [Key authoritative sources used]_
_Secondary Sources: [Supporting research and analysis]_
_Web Search Queries: [Complete list of search queries used]_

### Research Quality Assurance

[Quality assurance and validation approach]
_Source Verification: [All factual claims verified with multiple sources]_
_Confidence Levels: [Confidence assessments for uncertain data]_
_Limitations: [Research limitations and areas for further investigation]_
_Methodology Transparency: [Complete transparency about research approach]_

## 10. Appendices and Additional Resources

### Detailed Data Tables

[Comprehensive data tables supporting research findings]
_Market Data Tables: [Detailed market size, growth, and segmentation data]_
_Technology Adoption Data: [Detailed technology adoption and trend data]_
_Regulatory Reference Tables: [Complete regulatory requirements and compliance data]_

### Additional Resources

[Valuable resources for continued research and implementation]
_Industry Associations: [Key industry organizations and resources]_
_Research Organizations: [Authoritative research institutions and reports]_
_Government Resources: [Regulatory agencies and official resources]_
_Professional Networks: [Industry communities and knowledge sources]_

---

## Research Conclusion

### Summary of Key Findings

[Comprehensive summary of the most important research findings]

### Strategic Impact Assessment

[Assessment of strategic implications for {{research_topic}}]

### Next Steps Recommendations

[Specific next steps for leveraging this research]

---

**Research Completion Date:** {{date}}
**Research Period:** Comprehensive analysis
**Document Length:** As needed for comprehensive coverage
**Source Verification:** All facts cited with sources
**Confidence Level:** High - based on multiple authoritative sources

_This comprehensive research document serves as an authoritative reference on {{research_topic}} and provides strategic insights for informed decision-making._
```

### 5. Present Complete Document and Final Option

**Document Completion Presentation:**

"I've completed the **comprehensive research document synthesis** for **{{research_topic}}**, producing an authoritative research document with:

**Document Features:**

- **Compelling Narrative Introduction**: Engaging opening that establishes research significance
- **Comprehensive Table of Contents**: Complete navigation structure for easy reference
- **Exhaustive Research Coverage**: All aspects of {{research_topic}} thoroughly analyzed
- **Executive Summary**: Key findings and strategic implications highlighted
- **Strategic Recommendations**: Actionable insights based on comprehensive research
- **Complete Source Citations**: Every factual claim verified with sources

**Research Completeness:**

- Industry analysis and market dynamics fully documented
- Technology trends and innovation landscape comprehensively covered
- Regulatory framework and compliance requirements detailed
- Competitive landscape and ecosystem analysis complete
- Strategic insights and implementation guidance provided

**Document Standards Met:**

- Exhaustive research with no critical gaps
- Professional structure and compelling narrative
- As long as needed for comprehensive coverage
- Multiple independent sources for all claims
- Proper citations throughout

**Ready to complete this comprehensive research document?**
[C] Complete Research - Save final comprehensive document

### 6. Handle Final Completion

#### If 'C' (Complete Research):

- **Replace** the template placeholder `[Research overview and methodology will be appended here]` in the `## Research Overview` section near the top of the document with a concise 2-3 paragraph overview summarizing the research scope, key findings, and a pointer to the full executive summary in the Research Synthesis section
- Append the complete document to the research file
- Update frontmatter: `stepsCompleted: [1, 2, 3, 4, 5]`
- Complete the domain research workflow
- Provide final document delivery confirmation

## APPEND TO DOCUMENT:

When user selects 'C', append the complete comprehensive research document using the full structure above. Also replace the `[Research overview and methodology will be appended here]` placeholder in the Research Overview section at the top of the document.

## SUCCESS METRICS:

✅ Compelling narrative introduction with research significance
✅ Comprehensive table of contents with complete document structure
✅ Exhaustive research coverage across all domain aspects
✅ Executive summary with key findings and strategic implications
✅ Strategic recommendations grounded in comprehensive research
✅ Complete source verification with citations
✅ Professional document structure and compelling narrative
✅ [C] complete option presented and handled correctly
✅ Domain research workflow completed with comprehensive document

## FAILURE MODES:

❌ Not producing compelling narrative introduction
❌ Missing comprehensive table of contents
❌ Incomplete research coverage across domain aspects
❌ Not providing executive summary with key findings
❌ Missing strategic recommendations based on research
❌ Relying solely on training data without web verification for current facts
❌ Producing document without professional structure
❌ Not presenting completion option for final document

❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols

## COMPREHENSIVE DOCUMENT STANDARDS:

This step ensures the final research document:

- Serves as an authoritative reference on {{research_topic}}
- Provides compelling narrative and professional structure
- Includes comprehensive coverage with no gaps
- Maintains rigorous source verification standards
- Delivers strategic insights and actionable recommendations
- Meets professional research document quality standards

## DOMAIN RESEARCH WORKFLOW COMPLETION:

When 'C' is selected:

- All domain research steps completed (1-5)
- Comprehensive domain research document generated
- Professional document structure with intro, TOC, and summary
- All sections appended with source citations
- Domain research workflow status updated to complete
- Final comprehensive research document delivered to user

## FINAL DELIVERABLE:

Complete authoritative research document on {{research_topic}} that:

- Establishes professional credibility through comprehensive research
- Provides strategic insights for informed decision-making
- Serves as reference document for continued use
- Maintains highest research quality standards

## On Complete

Run: `python3 {project-root}/_bmad/scripts/resolve_customization.py --skill {skill-root} --key workflow.on_complete`

If the resolved `workflow.on_complete` is non-empty, follow it as the final terminal instruction before exiting.

Congratulations on completing comprehensive domain research! 🎉