Does this skill require external Python libraries like Pandas?

No, all scripts are built using the Python standard library (json, math, statistics), ensuring zero-dependency compatibility and high performance.

What types of valuations can I perform with this skill?

You can perform Enterprise and Equity valuations using the Discounted Cash Flow (DCF) method, including WACC calculation via CAPM and sensitivity analysis.

What data format does the skill accept?

The tools are designed to work with structured JSON input files covering income statements, balance sheets, and budget data.

Can I use this for specific industries like SaaS?

Yes, the skill includes specialized metrics and templates for SaaS (MRR/LTV), Retail, Manufacturing, Financial Services, and Healthcare.

How does the variance analyzer handle large datasets?

It includes materiality filtering, allowing you to focus on variances that exceed specific percentage or dollar amount thresholds (e.g., 10% or $50K).

Financial Analyst

Name: Financial Analyst
Author: oabdelmaksoud

byoabdelmaksoud

0•

Analytics & Monitoring

Automates financial modeling, ratio analysis, and valuation workflows to support data-driven strategic decision-making.

The Financial Analyst skill provides a production-ready toolkit for finance professionals to streamline complex modeling and reporting tasks. It enables the automated calculation of key financial ratios, construction of Discounted Cash Flow (DCF) models with sensitivity analysis, and detailed budget variance reporting with materiality filtering. Designed to handle diverse industry requirements from SaaS MRR tracking to retail inventory turnover, this skill helps analysts transform raw financial data into executive-ready reports and scenario-based forecasts without requiring external Python dependencies.

Key Features

01Driver-based revenue forecasting with 13-week rolling cash flow projections.

02DCF enterprise and equity valuation with WACC and terminal value modeling.

03Comprehensive financial ratio calculation across profitability, liquidity, and leverage.

040 GitHub stars

05Automated budget variance analysis with custom materiality thresholds.

06Industry-specific adaptations for SaaS, Retail, Manufacturing, and Healthcare.

Use Cases

01Automating monthly management reporting and departmental budget variance tracking.

02Conducting end-to-end investment analysis and valuation for equity research or M&A.

03Building scenario-based rolling forecasts to support long-term corporate planning.

Key Features

01Driver-based revenue forecasting with 13-week rolling cash flow projections.

02DCF enterprise and equity valuation with WACC and terminal value modeling.

03Comprehensive financial ratio calculation across profitability, liquidity, and leverage.

040 GitHub stars

05Automated budget variance analysis with custom materiality thresholds.

06Industry-specific adaptations for SaaS, Retail, Manufacturing, and Healthcare.

Use Cases

01Automating monthly management reporting and departmental budget variance tracking.

02Conducting end-to-end investment analysis and valuation for equity research or M&A.

03Building scenario-based rolling forecasts to support long-term corporate planning.