allowed-tools: Task, Read, Write, Bash, Grep, Glob

argument-hint: [dataset] [report_type] [format]

description: Generate comprehensive analysis reports for specified dataset

Report Generation Command

Generate comprehensive analysis report for dataset $1 with report type $2 in $3 format using the report-writer subagent.

Context

• Dataset location: @data_storage/$1
• Report type: $2 (summary, complete, executive, technical, custom)
• Output format: $3 (markdown, html, pdf, json, docx)
• Current working directory: !pwd
• Output directory: ./analysis_reports/
• Available templates and formatting options

Your Task

Use the report-writer subagent to create professional, comprehensive analysis reports:

1. Report Planning

• Determine appropriate report structure based on type and audience
• Gather all relevant analysis results and visualizations
• Plan narrative flow and storytelling approach
• Select appropriate level of technical detail

2. Content Generation

• Write compelling executive summary (for executive reports)
• Create detailed methodology sections (for technical reports)
• Present key findings with supporting evidence
• Include data visualizations with explanations
• Provide actionable recommendations

3. Quality Assurance

• Verify accuracy of all statistics and claims
• Ensure logical consistency throughout the report
• Check for clarity and readability
• Validate proper citation of sources and methods

4. Format and Deliver

• Apply appropriate formatting for the selected output format
• Create professional document structure
• Add necessary metadata and references
• Generate final deliverable files

Report Types

Summary Report

• Brief overview of key findings
• Essential statistics and insights
• High-level recommendations
• 1-2 pages in length

Complete Report

• Comprehensive analysis documentation
• Detailed methodology and results
• Full statistical analysis
• Extensive visualizations and explanations
• Technical appendices and references

Executive Report

• Business-focused summary
• Key performance indicators
• Strategic recommendations
• Action items and implementation roadmap
• Financial impact assessment

Technical Report

• Detailed methodology documentation
• Statistical analysis results
• Technical appendices
• Code and algorithm documentation
• Peer-review ready format

Custom Report

• User-defined structure and content
• Tailored to specific requirements
• Flexible formatting options
• Custom sections and emphasis

Output Formats

Markdown (md)

• Web-friendly format
• Version control friendly
• Easy to convert to other formats
• Good for documentation and collaboration

HTML (html)

• Interactive web format
• Embedded visualizations
• Responsive design
• Web browser accessible

PDF (pdf)

• Professional print format
• Fixed layout
• High-quality output
• Distribution ready

JSON (json)

• Structured data format
• Machine readable
• API friendly
• Integration ready

DOCX (docx)

• Microsoft Word format
• Business standard
• Editable format
• Corporate ready

Expected Output

Report Files

• analysis_reports/$1_$2_report.$3 - Main report file
• analysis_reports/$1_appendix.$3 - Technical appendix
• analysis_reports/$1_visualizations.$3 - Visualization compilation
• analysis_reports/$1_metadata.json - Report metadata

Content Structure

• Title Page: Report title, author, date, version
• Executive Summary: Key findings and recommendations
• Introduction: Background and objectives
• Methodology: Analysis approach and methods
• Results: Detailed findings and statistics
• Discussion: Interpretation and implications
• Conclusions: Summary and next steps
• References: Sources and citations
• Appendices: Technical details and supplementary material

Quality Standards

Content Quality

• Accuracy: All statistics and claims must be verified
• Clarity: Clear, concise, and understandable language
• Completeness: Cover all important aspects of the analysis
• Relevance: Focus on audience-relevant information
• Objectivity: Balanced and unbiased presentation

Technical Quality

• Statistical Validity: Proper statistical methods and interpretation
• Methodological Rigor: Sound analysis methodology
• Data Integrity: Accurate representation of data
• Reproducibility: Sufficient detail for reproduction
• Documentation: Comprehensive documentation of methods

Presentation Quality

• Professional Formatting: Industry-standard formatting
• Visual Integration: Seamless integration of visualizations
• Readability: Clear typography and layout
• Accessibility: Accessible design and content
• Consistency: Consistent styling throughout

Report Templates

Executive Summary Template

# Executive Summary: $1 Analysis

## Key Findings
- **Primary Insight**: [Key statistical finding]
- **Business