Creating Financial Models

Build financial valuation models with DCF, sensitivity analysis, and Monte Carlo simulations in Excel.

4.4k|512|Updated Aug 3, 2023
One-click install
npx skills add https://github.com/modelscope/ms-agent --skill creating-financial-models-modelscope
Or copy as Structured Prompt for Agent
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Skill: Creating Financial Models
Source: https://github.com/modelscope/ms-agent/tree/main/projects/agent_skills/skills/creating-financial-models
Command: npx skills add https://github.com/modelscope/ms-agent --skill creating-financial-models-modelscope

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates complex financial analysis, providing robust models for valuation, risk assessment, and strategic planning. It eliminates manual spreadsheet errors and accelerates decision-making, allowing you to focus on strategy rather than calculations.

Core Features & Use Cases

  • Discounted Cash Flow (DCF): Build comprehensive DCF models for enterprise and equity valuation.
  • Sensitivity & Scenario Analysis: Test assumptions, identify key drivers, and plan for best/worst-case outcomes.
  • Monte Carlo Simulation: Quantify risk and generate probability distributions for valuations.
  • Use Case: An investment analyst needs to quickly evaluate a potential acquisition target. Using this Skill, they can input historical financials and assumptions to generate a full DCF valuation, run sensitivity tests on key variables like revenue growth, and even simulate thousands of scenarios to understand the range of possible outcomes, all in a fraction of the time it would take manually.

Quick Start

Build a DCF model for 'Acme Corp' using the attached historical financials and project cash flows for 5 years with a 10% average revenue growth.

Frequently Asked Questions about Creating Financial Models

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

FAQPage Schema
How do I build a DCF valuation model for investment analysis?

DCF valuation models project free cash flows, discount them to present value, and calculate enterprise value. This Skill automates DCF construction from historical financials and growth assumptions, outputting valuations and terminal value in Excel with built-in validation checks.

What's the best way to run sensitivity analysis on financial assumptions?

Sensitivity analysis tests how valuation changes when key assumptions like revenue growth or margins shift. This Skill automates sensitivity testing across multiple variables, identifying which drivers most impact your valuation outcome.

Can I quantify risk in financial models using Monte Carlo simulation?

Monte Carlo simulation generates probability distributions by running thousands of scenarios with varied assumptions. This Skill applies Monte Carlo methods to valuations, outputting risk reports and outcome ranges for strategic decision-making.

How do I evaluate an acquisition target quickly without manual spreadsheets?

Manual valuation modeling is error-prone and time-consuming. This Skill ingests historical financials and assumptions to automatically generate complete DCF models, sensitivity tests, and scenario analyses in Excel, accelerating M&A evaluation.

What data do I need to input before running financial models?

Financial modeling requires historical financials, revenue growth assumptions, operating margins, capex, and working capital inputs. This Skill processes these inputs to produce cash flow projections, enterprise and equity values, and validation reports.

Does this work for leveraged buyout and project finance scenarios?

Yes. This Skill builds comprehensive valuation models applicable to corporate valuations, project finance, M&A, and leveraged buyout analyses, handling specialized inputs and outputting scenario-specific valuations with risk assessment.