karanjot786/agent-skills-cli/deep-researcher

Deep Researcher

A comprehensive research workflow skill that guides Claude through systematic, multi-layered research on any topic.

When to use this skill

Use this skill when the user:

• Asks for "deep research" or "comprehensive research" on a topic
• Needs thorough investigation or due diligence
• Requests market research or competitive analysis
• Wants technical deep-dives or architecture reviews
• Needs literature reviews or trend analysis
• Asks for detailed reports with multiple perspectives

Research Workflow

Step 1: Define Research Scope and Objectives

Start by clearly establishing research parameters:

1. Identify the main research question - What is the primary question to investigate?
2. Define scope boundaries - What aspects should be included or excluded?
3. Determine depth requirements - How detailed should the research be?
4. Clarify expected deliverables - What format and structure for output?
5. List key areas of focus - What specific subtopics to explore?

Document these parameters before proceeding.

Step 2: Conduct Initial Exploratory Research

Begin with broad reconnaissance to map the landscape:

1. Search for overview information - Find general information, definitions, and context
2. Identify key sources - Look for authoritative sources, recent publications, expert opinions
3. Note initial findings - Create preliminary list of important concepts, terms, themes
4. Discover related topics - Identify adjacent areas that may be relevant
5. Assess information gaps - Note what's available vs. what needs deeper investigation

Create an initial research map with main themes and subtopics.

Step 3: Deep Dive into Key Areas

For each identified key area, conduct detailed investigation:

1. Targeted searches - Use specific queries for each subtopic
2. Multiple perspectives - Seek diverse viewpoints and approaches
3. Technical details - Gather specific data, statistics, methodologies
4. Historical context - Understand evolution and background
5. Current state - Identify latest developments and trends
6. Future outlook - Look for predictions, projections, emerging patterns

Document findings systematically, noting sources and credibility.

Step 4: Cross-Reference and Validate Findings

Ensure accuracy and reliability:

1. Verify key facts - Cross-check important information across multiple sources
2. Identify contradictions - Note where sources disagree and investigate why
3. Assess source credibility - Evaluate authority and reliability
4. Check recency - Ensure information is current and relevant
5. Look for consensus - Identify where experts or multiple sources agree
6. Flag uncertainties - Mark areas where information is unclear or disputed

Step 5: Synthesize and Analyze Information

Transform collected data into insights:

1. Identify patterns - Look for common themes, trends, relationships
2. Draw connections - Link concepts across sources and subtopics
3. Generate insights - Develop original observations based on research
4. Compare and contrast - Analyze similarities and differences
5. Evaluate implications - Consider significance and consequences
6. Address the research question - Directly answer original question with evidence

Step 6: Generate Structured Research Report

Create 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)
   - 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
 
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 notes where relevant

Research Strategies

Information Quality Standards

• Prefer primary sources - Go to original sources when possible
• Recent is better - Prioritize current information for fast-moving topics
• Multiple sources - Don't rely on single source for important facts
• Expert opinion - Seek recognized authorities in the field
• Data over anecdotes - Prefer statistical evidence to individual stories

Analysis Techniques

Use these frameworks as appropriate:

• SWOT analysis - Strengths, Weaknesses, Opportunities, Threats
• Compare/Contrast - Systematic comparison of approaches
• Timeline analysis - Historical development and trends
• Stakeholder analysis - Different perspectives and interests
• Gap analysis - What's missing or needs further research

Pitfalls to Avoid

• Confirmation bias - Look for information that challenges assumptions
• Information overload - Know when enough research has been done
• Outdated information - Always check dates and currency
• Single-source dependence - Diversify sources
• Analysis paralysis - Balance thoroughness with timely completion
• Losing focus - Stay aligned with original objectives

Progress Tracking

Copy and update this checklist as you work:

Research Progress:
- [ ] Step 1: Define scope and objectives
- [ ] Step 2: Initial exploratory research  
- [ ] Step 3: Deep dive into key areas
- [ ] Step 4: Cross-reference and validate
- [ ] Step 5: Synthesize and analyze
- [ ] Step 6: Generate structured report