Report generation (dataset)

--- 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 ```markdown # Executive Summary: $1 Analysis ## Key Findings - Primary Insight: [Key statistical finding] - **Business