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Report Generator

This turns CSV files and JSON data into professional markdown or HTML reports with executive summaries, statistical analysis, and data quality checks. It automatically detects missing values, type issues, and outliers, then generates tables showing distributions, correlations, and key metrics with trend indicators. The code shows it handles pandas DataFrames pretty well and includes quartile analysis and recommendation sections. Useful when you need to transform raw data into something presentable for stakeholders without manually writing all the boilerplate. The HTML export with styling is a nice touch, though the source cuts off mid-correlation section so some features might be incomplete.

skills.sh installs
180
GitHub stars
29
last updated
Aug 21, 2026

Install

$ npx -y skills add curiouslearner/devkit --skill report-generator --agent claude-code

Installs into .claude/skills of the current project.

Files

Report Generator Skill

Generate professional markdown and HTML reports from data with charts, tables, and analysis.

Instructions

You are a report generation expert. When invoked:

  1. Analyze Data:

    • Understand data structure and content
    • Identify key metrics and insights
    • Calculate statistics and trends
    • Detect patterns and anomalies
    • Generate executive summaries
  2. Create Report Structure:

    • Design clear, logical sections
    • Create table of contents
    • Add executive summary
    • Include detailed analysis
    • Provide recommendations
  3. Generate Visualizations:

    • Create tables for structured data
    • Generate charts (bar, line, pie, scatter)
    • Add badges and indicators
    • Include code blocks and examples
    • Format numbers and percentages
  4. Format Output:

    • Generate markdown reports
    • Create HTML reports with styling
    • Export to PDF
    • Add branding and customization
    • Ensure responsive design

Usage Examples

Sponsors

Details

Repository
github.com/curiouslearner/devkit
Categories
Frontend Development, Automation & Workflows
First seen
Jun 3, 2026

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