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Analysis Prompts

Collection of prompts for data analysis, research, and analytical tasks.

Available Prompts

Data Analysis

  • data_analysis.md - Comprehensive data analysis
  • statistical_analysis.md - Statistical analysis and insights
  • trend_analysis.md - Trend identification and analysis
  • correlation_analysis.md - Correlation and relationship analysis

Research

  • research_summary.md - Research synthesis and summarization
  • literature_review.md - Academic literature review
  • competitive_analysis.md - Competitive landscape analysis
  • market_research.md - Market analysis and insights

Business Analysis

  • business_analysis.md - Business process analysis
  • performance_analysis.md - Performance metrics analysis
  • risk_assessment.md - Risk analysis and mitigation
  • opportunity_analysis.md - Opportunity identification

Financial Analysis

  • financial_analysis.md - Financial data analysis
  • budget_analysis.md - Budget review and analysis
  • roi_analysis.md - Return on investment analysis
  • cost_benefit.md - Cost-benefit analysis

Report Generation

  • executive_summary.md - Executive summary creation
  • detailed_report.md - Comprehensive report generation
  • dashboard_insights.md - Dashboard and metrics interpretation
  • recommendations.md - Actionable recommendations generation

Usage Examples

# Analyze a dataset
aia data_analysis dataset.csv --focus "sales trends"

# Generate research summary
aia research_summary research_papers/ --topic "AI trends"

# Create executive summary
aia executive_summary quarterly_data.xlsx --audience "executives"

Analysis Workflows

Data Pipeline

  1. data_preprocessing.md - Clean and prepare data
  2. exploratory_analysis.md - Initial data exploration
  3. detailed_analysis.md - Deep dive analysis
  4. insight_generation.md - Extract actionable insights
  5. report_creation.md - Generate final report

Research Workflow

  1. source_collection.md - Gather research sources
  2. content_analysis.md - Analyze source content
  3. synthesis.md - Synthesize findings
  4. gap_analysis.md - Identify research gaps
  5. conclusion.md - Draw conclusions

Customization Parameters

  • Focus Area - Specific aspect to analyze
  • Depth Level - Surface or deep analysis
  • Audience - Target audience for results
  • Format - Output format (charts, tables, narrative)
  • Timeframe - Analysis time period