report-generator

The report-generator skill automates the creation of professional data reports, dashboards, and analytical summaries from structured datasets. It is designed to help users transform raw business or operational data into clear, presentation-ready reports with charts, tables, KPI summaries, and visual insights. The skill supports workflows where users provide data in formats such as CSV, Excel, or JSON, or describe the data structure directly. By streamlining report generation, the skill reduces the time and effort required to manually analyze datasets and prepare formatted business reports.

The skill includes capabilities for report generation and data visualization using Python-based workflows and office document generation tools. Supported functionality includes creating charts, KPI dashboards, executive summaries, detailed analysis sections, and formatted reports in document and presentation formats. Example implementations demonstrate the use of pandas for data processing, matplotlib for chart creation, and HTML or PDF-based report templates for presentation formatting. Integration with office-related MCP tools enables generation of DOCX, XLSX, PPTX, and chart assets as part of the reporting workflow.

This skill is suitable for analysts, business teams, managers, and professionals who need recurring operational or executive reporting. Common use cases include sales reporting, monthly KPI dashboards, executive summaries, performance tracking, and data-driven presentations. It can be used across departments and supports both English and Chinese language workflows. The skill is compatible with multiple AI models, including Claude and GPT-4 class systems, making it adaptable to a range of enterprise and productivity environments.