Introduction
# Deep Research Framework
## Overview
The Deep Research skill provides a systematic approach to conducting thorough investigations on any topic. It combines multiple tools and methodologies to gather, analyze, verify, and synthesize information.
## Core Components
### 1. Research Planning - Define research objectives - Identify key questions - Establish search criteria - Determine validation requirements
### 2. Information Gathering - Multi-source web search - Content extraction from various formats - Source diversity verification - Temporal relevance assessment
### 3. Analysis & Synthesis - Cross-reference multiple sources - Identify patterns and contradictions - Evaluate source credibility - Organize findings systematically
### 4. Validation & Verification - Fact-checking against authoritative sources - Cross-validation of claims - Identify potential biases - Assess information reliability
## Research Workflow
### Phase 1: Initial Investigation 1. **Topic Analysis** - Clarify research scope - Identify key concepts and terms - Define specific questions to answer
2. **Broad Search** - Use `web_search` to identify major sources - Gather diverse perspectives - Map the landscape of available information
3. **Source Prioritization** - Rank sources by authority and relevance - Identify primary vs. secondary sources - Note publication dates and context
### Phase 2: Deep Dive 1. **Detailed Content Extraction** - Use `web_fetch` to retrieve full articles/pages - Extract key information systematically - Maintain source attribution
2. **Cross-Reference Analysis** - Compare claims across multiple sources - Identify agreements and disagreements - Note inconsistencies for further investigation
3. **Expert Sources** - Seek academic papers, expert opinions - Look for peer-reviewed sources - Identify recognized authorities on the topic
### Phase 3: Synthesis & Validation 1. **Pattern Recognition** - Identify consistent themes across sources - Highlight areas of disagreement - Note gaps in available information
2. **Fact Verification** - Cross-check claims against authoritative sources - Verify dates, statistics, and attributions - Identify potential misinformation
3. **Bias Assessment** - Evaluate source objectivity - Identify potential conflicts of interest - Consider temporal context of information
### Phase 4: Report Generation 1. **Structured Summary** - Executive summary of key findings - Detailed findings organized by theme - Supporting evidence for each claim
2. **Source Evaluation** - Assessment of source credibility - Identification of limitations - Confidence levels for different claims
3. **Remaining Questions** - Areas requiring further investigation - Conflicting information needing resolution - Gaps in current knowledge
## Tools Integration
### Web Research - `web_search`: Initial broad search to identify sources - `web_fetch`: Retrieve detailed content from specific URLs - `browser`: For complex sites or when web_fetch fails
### Content Processing - `read`: Process downloaded content or documents - `write`: Create structured research notes - `edit`: Refine and organize findings
### Memory & Organization - `memory_get` / `memory_search`: Reference previous research - `write`: Create persistent research records - Structured file organization for findings
## Research Quality Standards
### Source Diversity - Include multiple perspectives on controversial topics - Balance popular and academic sources - Include international viewpoints when relevant - Seek primary sources when possible
### Temporal Relevance - Prioritize recent information for fast-changing topics - Consider historical context for trend analysis - Note when information was published - Flag potentially outdated information
### Authority Assessment - Prioritize peer-reviewed academic sources - Consider author credentials and institutional affiliation - Check for potential conflicts of interest - Verify organizational reputation
## Iterative Research Approach
### Cycle 1: General Overview - Broad search to understand the topic landscape - Identify key terms, concepts, and stakeholders - Establish initial research questions
### Cycle 2: Focused Investigation - Targeted searches based on initial findings - Deep dive into specific aspects - Begin synthesis of information
### Cycle 3: Validation & Refinement - Verify key claims across multiple sources - Resolve contradictions - Refine understanding based on evidence
### Cycle 4: Synthesis & Reporting - Combine findings into coherent narrative - Identify remaining uncertainties - Prepare final research report
## Output Structure
### Research Report Template ``` # [Research Topic] - Deep Research Report
## Executive Summary [2-3 sentence summary of key findings]
## Research Questions [Specific questions investigated]
## Methodology [Description of research approach and tools used]
## Key Findings [Main discoveries organized by theme]
## Supporting Evidence [Evidence supporting each finding with sources]
## Contradictions/Debates [Areas of disagreement among sources]
## Source Credibility Assessment [Evaluation of information sources]
## Limitations [Identified limitations in research]
## Further Research Needed [Questions requiring additional investigation] ```
## Use Cases
### Academic Research - Literature reviews - Topic exploration - Source verification
### Business Intelligence - Market analysis - Competitive research - Technology trends
### Fact Checking - Claim verification - Misinformation identification - Source credibility assessment
### Personal Learning - Deep topic exploration - Concept clarification - Question resolution
## Quality Assurance
- Always verify critical claims against multiple sources - Flag information that seems unreliable - Maintain skepticism toward sensational claims - Prioritize authoritative sources over anonymous ones - Document all sources for verification purposes