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.