---
name: deep-researcher
description: Performs comprehensive, multi-layered research on any topic with structured analysis and synthesis of information from multiple sources.
---
## Deep Research Workflow
Copy this checklist and track your progress:
```
Deep Research Progress:
- [ ] Step 1: Define research scope and objectives
- [ ] Step 2: Conduct initial exploratory research
- [ ] Step 3: Deep dive into key areas
- [ ] Step 4: Cross-reference and validate findings
- [ ] Step 5: Synthesize and analyze information
- [ ] Step 6: Generate structured research report
```
## **Step 1: Define research scope and objectives**
Clearly establish the research parameters:
- **Main research question**: What is the primary question or topic to investigate?
- **Scope boundaries**: What aspects should be included or excluded?
- **Depth requirements**: How detailed should the research be?
- **Expected deliverables**: What format and structure for the final output?
- **Key areas of focus**: What specific subtopics or angles to explore?
Document these parameters before proceeding to ensure focused and efficient research.
## **Step 2: Conduct initial exploratory research**
Begin with broad reconnaissance to map the landscape:
- **Search for overview information**: Use search tools to find general information, definitions, and context
- **Identify key sources**: Look for authoritative sources, recent publications, and expert opinions
- **Note initial findings**: Create a preliminary list of important concepts, terms, and themes
- **Discover related topics**: Identify adjacent areas that may be relevant
- **Assess information gaps**: Note what information is readily available vs. what needs deeper investigation
Create an initial research map with main themes and subtopics identified.
## **Step 3: Deep dive into key areas**
For each identified key area, conduct detailed investigation:
- **Targeted searches**: Use specific queries for each subtopic
- **Multiple perspectives**: Seek diverse viewpoints and approaches
- **Technical details**: Gather specific data, statistics, methodologies, or technical specifications
- **Historical context**: Understand the evolution and background
- **Current state**: Identify latest developments and trends
- **Future outlook**: Look for predictions, projections, or emerging patterns
Document findings systematically, noting sources and credibility indicators.
## **Step 4: Cross-reference and validate findings**
Ensure accuracy and reliability:
- **Verify key facts**: Cross-check important information across multiple sources
- **Identify contradictions**: Note where sources disagree and investigate why
- **Assess source credibility**: Evaluate the authority and reliability of information sources
- **Check recency**: Ensure information is current and relevant
- **Look for consensus**: Identify where experts or multiple sources agree
- **Flag uncertainties**: Mark areas where information is unclear or disputed
Create a validated knowledge base with confidence levels for different findings.
## **Step 5: Synthesize and analyze information**
Transform collected data into insights:
- **Identify patterns**: Look for common themes, trends, or relationships
- **Draw connections**: Link concepts across different sources and subtopics
- **Generate insights**: Develop original observations based on the research
- **Compare and contrast**: Analyze similarities and differences between approaches or perspectives
- **Evaluate implications**: Consider the significance and consequences of findings
- **Address the research question**: Directly answer the original question with evidence
Build a coherent narrative that goes beyond mere compilation of facts.
## **Step 6: Generate structured research report**
Create a comprehensive, well-organized final report:
### Report Structure:
1. **Executive Summary**
- Brief overview of research question
- Key findings (3-5 main points)
- Main conclusions
2. **Introduction**
- Research scope and objectives
- Methodology overview
- Key areas explored
3. **Main Body** (organized by themes/topics)
- Detailed findings for each key area
- Supporting evidence and examples
- Multiple perspectives where relevant
- Data and statistics
4. **Analysis & Synthesis**
- Patterns and connections identified
- Cross-cutting themes
- Insights and interpretations
- Implications of findings
5. **Conclusions**
- Direct answers to research questions
- Summary of most significant findings
- Limitations of the research
6. **Sources & References**
- List of key sources consulted
- Credibility assessment where relevant
### Report Quality Standards:
- **Clarity**: Use clear, precise language
- **Structure**: Logical organization with clear headings
- **Evidence-based**: Support claims with specific references
- **Balanced**: Present multiple viewpoints fairly
- **Depth**: Go beyond surface-level information
- **Actionable**: Provide insights that can inform decisions or understanding
## Best Practices
### Research Strategies:
- **Iterative approach**: Refine research questions as understanding deepens
- **Breadth before depth**: Start broad, then narrow focus to important areas
- **Follow the thread**: Let interesting findings guide additional research paths
- **Document as you go**: Keep organized notes throughout the process
- **Question assumptions**: Challenge initial hypotheses with evidence
### Information Quality:
- **Prefer primary sources**: When possible, go to original sources rather than summaries
- **Recent is better**: Prioritize current information, especially for fast-moving topics
- **Multiple sources**: Don't rely on a single source for important facts
- **Expert opinion**: Seek out recognized authorities in the field
- **Data over anecdotes**: Prefer statistical evidence to individual stories
### Analysis Techniques:
- **SWOT analysis**: Strengths, Weaknesses, Opportunities, Threats
- **Compare/Contrast**: Systematic comparison of different approaches or perspectives
- **Timeline analysis**: Understanding historical development and trends
- **Stakeholder analysis**: Identifying different perspectives and interests
- **Gap analysis**: Identifying what's missing or needs further research
## Common Pitfalls to Avoid
- **Confirmation bias**: Don't just look for information that supports initial assumptions
- **Information overload**: Know when enough research has been done
- **Outdated information**: Always check dates and currency of information
- **Single-source dependence**: Diversify sources to get complete picture
- **Analysis paralysis**: Balance thoroughness with timely completion
- **Losing focus**: Stay aligned with original research objectives
## Use Cases
This skill is ideal for:
- **Market research**: Understanding industries, competitors, or market trends
- **Technical investigation**: Deep dives into technologies, methodologies, or systems
- **Strategic planning**: Gathering intelligence for decision-making
- **Academic research**: Comprehensive literature reviews or topic exploration
- **Due diligence**: Thorough investigation before major decisions
- **Problem-solving**: Understanding complex problems before solution design
- **Trend analysis**: Identifying and understanding emerging patterns
- **Comparative analysis**: Evaluating multiple options or approaches
