financial-statement

Decode financial statements to score profitability, leverage, and fraud indicators.

Updated Apr 9, 2026
One-click install
npx skills add https://github.com/JacobHsu/vibe-trading-agent --skill financial-statement-jacobhsu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: financial-statement
Source: https://github.com/JacobHsu/vibe-trading-agent/tree/main/agent/src/skills/financial-statement
Command: npx skills add https://github.com/JacobHsu/vibe-trading-agent --skill financial-statement-jacobhsu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It translates the complexity of income statements, balance sheets, and cash flow statements into actionable insight so analysts can assess earnings quality, capital efficiency, and signs of financial misconduct without sifting through disparate reports.

Core Features & Use Cases

  • Integrated three-statement view: Explains how profit, asset, and cash flow changes link across the income statement, balance sheet, and cash flow statement with ratio benchmarks for healthy performance.
  • Earnings quality and fraud detection: Supplies an accrual ratio, receivable trends, profitability scoring, and twelve red-flag indicators to flag potential manipulation or deteriorating fundamentals.
  • DuPont decomposition guidance: Offers both three- and five-factor ROE explainers plus industry comparison context so investors can determine whether improvements stem from margins, turnover, or leverage.

Quick Start

Run the financial-statement skill to grade profitability, cash flow health, and leverage while highlighting DuPont drivers and fraud red flags for any company.

Frequently Asked Questions about financial-statement

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

FAQPage Schema
How do I analyze financial statements to detect accounting fraud and red flags?

Financial statement analysis detects accounting fraud by evaluating an accrual ratio, receivable trends, and twelve specific red-flag indicators to highlight potential earnings manipulation or deteriorating fundamentals across income, balance sheet, and cash flow reports.

What is the best way to perform a DuPont decomposition for ROE analysis?

DuPont decomposition for ROE analysis breaks down return on equity using three- and five-factor models to explain whether performance improvements stem from margins, asset turnover, or leverage, providing industry comparison context for investors.

How do I assess earnings quality using cash flow analysis and accrual metrics?

Assess earnings quality by linking cash flow analysis with accrual metrics to score profitability quality and identify discrepancies between reported profits and actual cash generation across integrated financial statements.

Can I evaluate financial ratios and leverage for bonds and equity issuers?

Yes, financial ratio evaluation applies to reviewing income, balance sheet, and cash flow datasets across equities, bonds, or other issuers to grade profitability, cash flow health, and leverage benchmarks.

Do I need consolidated financial data to run an integrated three-statement analysis?

Yes, integrated three-statement analysis requires access to consolidated profits, assets, liabilities, and cash flow details to explain how profit, asset, and cash flow changes link across reports with ratio benchmarks.

Why does financial ratio analysis fail to show the real drivers of profitability?

Financial ratio analysis alone obscures real profitability drivers because it lacks DuPont decomposition, which separates margin, turnover, and leverage effects to reveal whether improvements reflect operational efficiency or increased debt.