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Deep Research Framework
Comprehensive research framework that combines web search, content analysis, source verification, and iterative investigation to conduct in-depth research on any topic. Use when you need to perform thorough research with multiple sources, cross-validation, and structured findings.
instructions.md
--- name: deep-research-72f3e9801779 description: Comprehensive research framework that combines web search, content analysis, source verification, and iterative investigation to conduct in-depth research on any topic. Use when you need to perform thorough research with multiple sources, cross-validation, and structured findings. --- # 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--- name: deep-research-72f3e9801779 description: Comprehensive research framework that combines web search, content analysis, source verification, and iterative investigation to conduct in-depth research on any topic. Use when you need to perform thorough research with multiple sources, cross-validation, and structured findings. --- # 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
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Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Includes source scripts; review them before use. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.