startup-financial-modeling

Create 3- to 5-year financial projections for startups with cohort-based revenue and cost modeling.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/chuwenWu/Auto-Company --skill startup-financial-modeling-chuwenwu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: startup-financial-modeling
Source: https://github.com/chuwenWu/Auto-Company/tree/main/.claude/skills/startup-financial-modeling
Command: npx skills add https://github.com/chuwenWu/Auto-Company --skill startup-financial-modeling-chuwenwu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Build robust 3- to 5-year financial projections for startups to guide strategy, fundraising, and operational decisions.

Core Features & Use Cases

  • Cohort-based revenue projections to model acquisition, retention, and expansion across time.
  • Detailed cost structure covering COGS, S&M, R&D, and G&A with monthly detail.
  • Cash flow, burn rate, and runway calculations to determine liquidity and funding needs.
  • Headcount planning and scenario analysis to align staffing with growth targets and budgets.
  • Use Case: Plan runway for a seed-stage startup and present a board-ready forecast.

Quick Start

Provide startup inputs (initial cash, pricing assumptions, growth trajectory, and headcount) to generate a 3-year financial projection with key metrics.

Frequently Asked Questions about startup-financial-modeling

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

FAQPage Schema
How do I build startup financial projections for fundraising?

Startup financial projections require modeling cohort-based revenue, detailed cost categorization (COGS, S&M, R&D, G&A), and scenario analysis to generate cash flow, burn rate, and runway metrics for fundraising. Provide initial cash, pricing, and growth assumptions to produce a 3- to 5-year forecast.

How do I calculate cash burn rate and runway for a seed-stage startup?

Calculate cash burn rate and runway by modeling monthly detailed cost structures alongside cohort-based revenue projections. Input your initial cash balance and headcount assumptions to determine liquidity needs and funding timelines across a 3- to 5-year horizon.

What is cohort-based revenue modeling and when do I need it for SaaS?

Cohort-based revenue modeling tracks acquisition, retention, and expansion across time for SaaS and marketplace businesses. You need it to accurately forecast MRR/ARR by isolating revenue components and applying specific churn and expansion rates to distinct user groups.

Can I use this financial modeling approach for e-commerce and service-based businesses?

Apply this financial modeling approach to SaaS, marketplace, e-commerce, and service-based businesses. It accommodates different revenue recognition patterns and cost structures to forecast cash flow, burn rate, and headcount needs for each specific business type.

How do I align headcount planning with startup growth targets?

Align headcount planning with growth targets by incorporating staffing assumptions into your scenario analysis and detailed cost structure. Model R&D, S&M, and G&A headcount needs against projected revenue growth to determine hiring budgets and their impact on runway.

What's the best way to run scenario analysis for startup cash flow?

Run scenario analysis for startup cash flow by adjusting initial cash, pricing assumptions, and growth trajectory inputs to compare different outcomes. This produces varying MRR/ARR, burn rate, and runway metrics to guide operational decisions and present board-ready forecasts.