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Zhongwei Li
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skills/deep-research/assets/cheat-sheets/research-commands.md
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skills/deep-research/assets/cheat-sheets/research-commands.md
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# Research Commands Cheat Sheet
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## Quick Reference Guide
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This cheat sheet provides quick access to common research commands and workflows.
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## 🚀 Quick Start Commands
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### Company Research
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```bash
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# Basic company analysis
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bun scripts/company-analyzer.ts --company "Marriott International" --focus comprehensive
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# Financial-focused research
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bun scripts/company-analyzer.ts --company "Apple Inc" --focus financial
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# Market position analysis
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bun scripts/company-analyzer.ts --company "Microsoft" --focus market-position
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# Foundation research (leadership, mission, values)
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bun scripts/company-analyzer.ts --company "Amazon" --focus foundation
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```
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### Market Research
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```bash
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# Comprehensive market analysis
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bun scripts/web-researcher.ts --query "hotel market trends 2024" --depth comprehensive
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# Quick market overview
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bun scripts/web-researcher.ts --query "SaaS market size" --depth quick
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# Recent market developments
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bun scripts/web-researcher.ts --query "fintech regulations 2024" --depth recent
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# Customer segmentation research
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bun scripts/web-researcher.ts --query "enterprise software customer segments" --depth comprehensive
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```
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### Tool/Software Research
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```bash
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# Tool comparison research
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bun scripts/web-researcher.ts --query "project management tools comparison 2024" --depth comprehensive
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# Technical evaluation
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bun scripts/web-researcher.ts --query "Kubernetes vs Docker Swarm performance" --depth comprehensive
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# Cost analysis research
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bun scripts/web-researcher.ts --query "cloud storage pricing comparison AWS Azure GCP" --depth comprehensive
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```
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## 📊 Report Generation
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### Generate Reports
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```bash
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# Generate executive summary
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bun scripts/report-generator.ts --template executive-summary --input research-data.json --output exec-summary.md
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# Generate comprehensive report
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bun scripts/report-generator.ts --template comprehensive-analysis --input market-data.json --output full-report.md
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# Generate competitive intelligence report
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bun scripts/report-generator.ts --template competitive-intelligence --input competitor-data.json --output competitor-analysis.md
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# Generate HTML report
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bun scripts/report-generator.ts --template market-analysis --input data.json --output report.html --format html
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```
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### List Available Templates
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```bash
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bun scripts/report-generator.ts templates
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```
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## 🔍 Advanced Search Techniques
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### Search Query Construction
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```bash
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# Exact phrase matching
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bun scripts/web-researcher.ts --query "\"artificial intelligence in healthcare\"" --depth comprehensive
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# Exclude terms
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bun scripts/web-researcher.ts --query "cloud computing -AWS -Azure" --depth comprehensive
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# Site-specific search
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bun scripts/web-researcher.ts --query "machine learning site:arxiv.org" --depth comprehensive
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# File type search
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bun scripts/web-researcher.ts --query "market report filetype:pdf" --depth comprehensive
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# Date-specific search
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bun scripts/web-researcher.ts --query "blockchain trends 2024" --depth recent
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```
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### Multi-query Research
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```bash
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# Sequential research with different focus areas
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bun scripts/web-researcher.ts --query "company X market share" --depth comprehensive
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bun scripts/web-researcher.ts --query "company X financial performance" --depth comprehensive
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bun scripts/web-researcher.ts --query "company X recent developments" --depth recent
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bun scripts/web-researcher.ts --query "company X competitors" --depth comprehensive
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```
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## 📋 Research Workflows
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### Complete Company Research Workflow
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```bash
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# Step 1: Foundation research
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bun scripts/company-analyzer.ts --company "Target Company" --focus foundation
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# Step 2: Financial analysis
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bun scripts/company-analyzer.ts --company "Target Company" --focus financial
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# Step 3: Market position
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bun scripts/company-analyzer.ts --company "Target Company" --focus market-position
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# Step 4: Recent developments
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bun scripts/web-researcher.ts --query "Target Company recent news 2024" --depth recent
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# Step 5: Generate report
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bun scripts/report-generator.ts --template comprehensive-analysis --input company-research.json --output target-company-analysis.md
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```
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### Market Entry Research Workflow
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```bash
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# Step 1: Market sizing
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bun scripts/web-researcher.ts --query "[Industry] market size growth 2024" --depth comprehensive
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# Step 2: Competitive landscape
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bun scripts/web-researcher.ts --query "[Industry] major competitors market share" --depth comprehensive
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# Step 3: Regulatory environment
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bun scripts/web-researcher.ts --query "[Industry] regulations compliance 2024" --depth comprehensive
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# Step 4: Customer analysis
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bun scripts/web-researcher.ts --query "[Industry] customer segments needs preferences" --depth comprehensive
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# Step 5: Generate market analysis report
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bun scripts/report-generator.ts --template market-analysis --input market-data.json --output market-entry-analysis.md
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```
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### Tool Evaluation Workflow
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```bash
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# Step 1: Feature comparison
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bun scripts/web-researcher.ts --query "[Tool category] features comparison 2024" --depth comprehensive
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# Step 2: Pricing analysis
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bun scripts/web-researcher.ts --query "[Tool category] pricing licensing comparison" --depth comprehensive
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# Step 3: User reviews
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bun scripts/web-researcher.ts --query "[Specific tool] user reviews ratings" --depth comprehensive
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# Step 4: Technical evaluation
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bun scripts/web-researcher.ts --query "[Tool category] technical specifications performance" --depth comprehensive
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# Step 5: Generate evaluation report
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bun scripts/report-generator.ts --template technical-evaluation --input tool-data.json --output tool-evaluation.md
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```
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## 🎯 Output Formats
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### JSON Format (Default)
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```bash
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bun scripts/web-researcher.ts --query "research topic" --output results.json
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```
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### Markdown Format
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```bash
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bun scripts/web-researcher.ts --query "research topic" --format markdown --output results.md
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```
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### CSV Format
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```bash
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bun scripts/web-researcher.ts --query "research topic" --format csv --output results.csv
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```
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## ⚙️ Configuration Options
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### Research Depth Levels
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- `quick`: Basic overview with limited sources
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- `comprehensive`: Deep analysis with multiple source types
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- `recent`: Focus on very recent developments
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### Maximum Results
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```bash
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bun scripts/web-researcher.ts --query "topic" --max-results 20
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```
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### Source Specification
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```bash
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bun scripts/web-researcher.ts --query "topic" --sources "reuters.com,bloomberg.com,wsj.com"
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```
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## 🔧 Utility Commands
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### Research History
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```bash
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# View recent research sessions
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bun scripts/web-researcher.ts history
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# View last 5 research sessions
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bun scripts/web-researcher.ts history --limit 5
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```
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### Database Management
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```bash
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# The research data is stored in SQLite databases:
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# - research_data.db (web research results)
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# - company_analysis.db (company analysis data)
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# - market_analysis.db (market research data)
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# To access data directly, use sqlite3:
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sqlite3 research_data.db "SELECT * FROM search_results ORDER BY timestamp DESC LIMIT 10;"
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```
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## 📊 Quality Assurance
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### Source Verification
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```bash
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# Run source verification on research results
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bun scripts/source-verifier.ts --sources sources.json --verification-level high
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```
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### Data Cleaning
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```bash
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# Clean and standardize research data
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bun scripts/data-cleaner.ts --input raw-data.json --output clean-data.json
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```
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## 🚨 Common Issues and Solutions
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### Search Engine Rate Limits
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- If you encounter rate limits, add delays between searches
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- Use multiple search engines for better coverage
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- Consider reducing max-results parameter
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### Data Quality Issues
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- Always cross-reference important claims
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- Use multiple source types for verification
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- Prioritize recent and authoritative sources
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### Large Result Sets
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- Use specific search queries to reduce noise
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- Filter by publication date when needed
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- Focus on high-quality source domains
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## 📚 Template Usage Guide
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### Executive Summary Template
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- Use for quick decision-maker overviews
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- Keep to 1-2 pages maximum
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- Focus on key findings and recommendations
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### Comprehensive Analysis Template
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- Use for detailed research documentation
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- Include full methodology and source lists
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- Add appendices for supporting data
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### Competitive Intelligence Template
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- Use for competitor analysis
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- Include market positioning and SWOT analysis
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- Focus on actionable competitive insights
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### Technical Evaluation Template
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- Use for software/tools assessment
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- Include technical specifications and requirements
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- Add integration and migration considerations
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### Market Analysis Template
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- Use for market research and sizing
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- Include segmentation and trend analysis
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- Add opportunity and risk assessment
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---
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_For detailed methodology and framework information, refer to the reference documentation in the /references directory._
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