business-analytics-reporter

Analyze CSV sales data to detect weak performance areas and generate strategic recommendations.

Updated Jun 22, 2026
One-click install
npx skills add https://github.com/PaneriVatsal/FRIDAY --skill business-analytics-reporter-panerivatsal
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: business-analytics-reporter
Source: https://github.com/PaneriVatsal/FRIDAY/tree/main/.agents/skills/business-analytics-reporter
Command: npx skills add https://github.com/PaneriVatsal/FRIDAY --skill business-analytics-reporter-panerivatsal

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pandas, numpy, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill turns raw sales and revenue CSV data into a clear business performance report, helping you spot declining growth, unstable performance, and underperforming categories without manual spreadsheet work.

Core Features & Use Cases

  • Automatic Data Analysis: Detects revenue, date, category, and other key columns, then calculates summary statistics and trend metrics.
  • Weak Area Detection: Flags issues such as negative growth, high volatility, and category underperformance with severity levels.
  • Strategic Recommendations: Generates practical improvement plans based on business frameworks for revenue growth, stabilization, and portfolio optimization.
  • Report Generation: Supports structured markdown or HTML reporting for executive summaries, charts, and action items.
  • Use Case: A sales manager uploads a monthly CSV export and gets a report showing where revenue is slipping, which categories need attention, and what actions to take next.

Quick Start

Use the business-analytics-reporter skill to analyze the attached CSV sales file and generate a business performance report with weak areas and recommendations.

Frequently Asked Questions about business-analytics-reporter

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze sales CSV data to find weak spots and revenue trends?

To analyze sales CSV data, this skill automatically detects revenue, date, and category columns to calculate summary statistics and flag weak performance areas like negative growth and high volatility. It outputs structured markdown or HTML reports with severity levels and strategic recommendations.

Can I generate strategic recommendations from a business revenue CSV export?

Yes, you can generate strategic recommendations from a business revenue CSV export. The skill analyzes trend metrics and category underperformance, then produces practical improvement plans based on business frameworks for revenue growth, stabilization, and portfolio optimization.

What's the best way to detect declining growth in business analytics reports?

The best way to detect declining growth in business analytics reports is using automated weak area detection. The skill flags negative growth, high volatility, and underperforming categories with severity levels, turning raw CSV data into a clear performance report without manual spreadsheet work.

Does this business analytics tool work with standard CSV files containing revenue and date columns?

Yes, this business analytics tool works with standard CSV files. It requires automatic detection of revenue, date, and category columns within your CSV export to calculate statistical summaries, trend metrics, and variability analysis for executive reporting.

How do I create an executive summary report from raw sales data?

You create an executive summary report from raw sales data by uploading a monthly CSV export. The skill generates structured markdown or HTML reporting that includes executive summaries, identified weak areas, and actionable next steps.

What are the limitations of using CSV-based sales analysis for strategic recommendations?

A limitation of CSV-based sales analysis is that it requires automatically detectable revenue, date, and category columns. If your raw spreadsheet data lacks these specific key columns, the skill cannot calculate trend metrics or generate strategic recommendations.