Deep Research Work From Xian.LaoJ

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