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Financial Modeling Suite

anthropics/claude-cookbooks

Summary

This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions

SKILL.md

Financial Modeling Suite

A comprehensive financial modeling toolkit for investment analysis, valuation, and risk assessment using industry-standard methodologies.

Core Capabilities

1. Discounted Cash Flow (DCF) Analysis

  • Build complete DCF models with multiple growth scenarios
  • Calculate terminal values using perpetuity growth and exit multiple methods
  • Determine weighted average cost of capital (WACC)
  • Generate enterprise and equity valuations

2. Sensitivity Analysis

  • Test key assumptions impact on valuation
  • Create data tables for multiple variables
  • Generate tornado charts for sensitivity ranking
  • Identify critical value drivers

3. Monte Carlo Simulation

  • Run thousands of scenarios with probability distributions
  • Model uncertainty in key inputs
  • Generate confidence intervals for valuations
  • Calculate probability of achieving targets

4. Scenario Planning

  • Build best/base/worst case scenarios
  • Model different economic environments
  • Test strategic alternatives
  • Compare outcome probabilities

Input Requirements

For DCF Analysis

  • Historical financial statements (3-5 years)
  • Revenue growth assumptions
  • Operating margin projections
  • Capital expenditure forecasts
  • Working capital requirements
  • Terminal growth rate or exit multiple
  • Discount rate components (risk-free rate, beta, market premium)

For Sensitivity Analysis

  • Base case model
  • Variable ranges to test
  • Key metrics to track

For Monte Carlo Simulation

  • Probability distributions for uncertain variables
  • Correlation assumptions between variables
  • Number of iterations (typically 1,000-10,000)

For Scenario Planning

  • Scenario definitions and assumptions
  • Probability weights for scenarios
  • Key performance indicators to track

Output Formats

DCF Model Output

  • Complete financial projections
  • Free cash flow calculations
  • Terminal value computation
  • Enterprise and equity value summary
  • Valuation multiples implied
  • Excel workbook with full model

Sensitivity Analysis Output

  • Sensitivity tables showing value ranges
  • Tornado chart of key drivers
  • Break-even analysis
  • Charts showing relationships

Monte Carlo Output

  • Probability distribution of valuations
  • Confidence intervals (e.g., 90%, 95%)
  • Statistical summary (mean, median, std dev)
  • Risk metrics (VaR, probability of loss)

Scenario Planning Output

  • Scenario comparison table
  • Probability-weighted expected values
  • Decision tree visualization
  • Risk-return profiles

Model Types Supported

  • **Corporate Valuation**
  • Mature companies with stable cash flows
  • Growth companies with J-curve projections
  • Turnaround situations
  • **Project Finance**
  • Infrastructure projects
  • Real estate developments
  • Energy projects
  • **M&A Analysis**
  • Acquisition valuations
  • Synergy modeling
  • Accretion/dilution analysis
  • **LBO Models**
  • Leveraged buyout analysis
  • Returns analysis (IRR, MOIC)
  • Debt capacity assessment

Best Practices Applied

Modeling Standards

  • Consistent formatting and structure
  • Clear assumption documentation
  • Separation of inputs, calculations, outputs
  • Error checking and validation
  • Version control and change tracking

Valuation Principles

  • Use multiple valuation methods for triangulation
  • Apply appropriate risk adjustments
  • Consider market comparables
  • Validate against trading multiples
  • Document key assumptions clearly

Risk Management

  • Identify and quantify key risks
  • Use probability-weighted scenarios
  • Stress test extreme cases
  • Consider correlation effects
  • Provide confidence intervals

Example Usage

"Build a DCF model for this technology company using the attached financials"

"Run a Monte Carlo simulation

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