How does it define a 'weak area' in business?

It uses automated triggers such as negative growth rates, high coefficients of variation (volatility > 50%), and underperforming segments in the bottom 25th percentile.

Does it support data visualization?

Absolutely. It can generate interactive charts using Plotly, including revenue trend lines, category performance bars, and volatility heatmaps.

Can it provide actual business advice?

Yes, it leverages built-in business frameworks to suggest strategic initiatives like market penetration, pricing optimization, and customer retention programs based on your data.

What data formats does this skill support?

The skill is designed to work with CSV files containing business metrics such as dates, revenue amounts, transaction records, and product categories.

Business Analytics Reporter

Name: Business Analytics Reporter
Author: nguyendinhquocx

bynguyendinhquocx

0•

Data Science & ML

Generates comprehensive business performance reports and strategic recommendations from sales and revenue data.

The Business Analytics Reporter skill transforms raw CSV data into actionable strategic insights by automating the analysis of sales, revenue, and transaction trends. It identifies critical business weaknesses using statistical metrics like growth rates and volatility (CV), then applies established business frameworks to provide tailored improvement strategies. Whether you need an executive-level HTML report or interactive Plotly visualizations, this skill bridges the gap between raw data and data-driven decision-making.

Key Features

010 GitHub stars

02Multi-format reporting exports including HTML, Markdown, and JSON

03Strategic recommendation engine based on proven business frameworks

04Interactive visualization generation for trends and category performance

05Automated data structure detection and statistical metric calculation

06Weak area identification with severity levels and root cause analysis

Use Cases

01Generating professional performance reports for stakeholders and executives

02Evaluating product category performance to optimize inventory and marketing spend

03Analyzing quarterly sales data to identify and reverse declining revenue trends

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nguyendinhquocx/code-ai business-analytics-reporter

For use in Claude.ai and ChatGPT

Download Skill