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analyzing-financial-statements

Calculates and interprets financial ratios from CSV, JSON, or text data using Python scripts.

Updated Jan 21, 2026
Search Tags:#financial analysis#performance metrics#valuation#investment analysis#ratio calculation#financial statements
One-click install
npx skills add https://github.com/mbarnes-code/multi-agent-vllm --skill analyzing-financial-statements-mbarnes-code
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: analyzing-financial-statements
Source: https://github.com/mbarnes-code/multi-agent-vllm/tree/main/features/claude-cookbooks/skills/custom_skills/analyzing-financial-statements
Command: npx skills add https://github.com/mbarnes-code/multi-agent-vllm --skill analyzing-financial-statements-mbarnes-code

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the calculation and interpretation of key financial ratios, enabling users to quickly assess a company's performance, liquidity, leverage, efficiency, and valuation.

Core Features & Use Cases

  • Comprehensive Ratio Calculation: Computes a wide array of profitability, liquidity, leverage, efficiency, and valuation ratios.
  • Automated Interpretation: Provides industry-standard interpretations and insights for calculated ratios.
  • Flexible Data Input: Accepts financial data in CSV, JSON, or text formats.
  • Use Case: An investor can provide a company's financial statements and ask the Skill to analyze its profitability and debt levels to inform an investment decision.

Quick Start

Calculate key financial ratios for this company based on the attached financial statements.

Frequently Asked Questions about analyzing-financial-statements

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

FAQPage Schema
How do I calculate financial ratios from balance sheet and income statement data?▼

Financial ratios are calculated by providing your balance sheet and income statement data to the analyzer, which processes the figures to compute profitability, liquidity, leverage, and efficiency metrics automatically.

What financial ratios do I need to evaluate a company's profitability and debt levels?▼

To evaluate profitability and debt levels, you need financial ratios covering performance and leverage, which the analyzer computes and interprets from your provided financial statements to inform investment decisions.

Can I analyze financial statements provided in CSV or JSON format?▼

Financial statements in CSV or JSON format can be analyzed directly, as the calculator accepts these flexible data inputs alongside text descriptions to compute standard valuation and performance ratios.

How do I interpret financial ratios for investment analysis?▼

Financial ratios for investment analysis are interpreted using industry-standard insights generated automatically after the calculation step, helping you understand what the computed metrics indicate about company performance.

What is the best way to automate financial statement analysis for valuation metrics?▼

Automating financial statement analysis for valuation metrics is best done by inputting raw financial data into a script-based calculator, which deterministically computes and interprets the results without manual spreadsheet work.

Does financial ratio calculation work with unstructured text descriptions of financial data?▼

Financial ratio calculation works with unstructured text descriptions, as the analyzer handles various input formats including text, automatically extracting the necessary figures to compute the target performance and leverage metrics.

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