Search: "assumptions"

DCF Valuation Walkthrough for a Mid-Size Company

Walk me through a 5-year discounted cash flow valuation of [COMPANY] with curren...

#finance #dcf #valuation

#coding #testing #flaky tests

Diagnose a Flaky Test That Passes Locally But Fails in CI

Help me diagnose a flaky test. I'll paste the test, the failure log, and the CI ...

#sensitivity #what-if #modeling

excel Advanced

Excel: Two-Way Sensitivity Table Without the Data Table Feature

Excel's built-in Data Table feature recalculates the whole workbook and freezes ...

#excel #capacity-planning #modeling

excel Advanced

Excel: Build a Capacity Model That Doesn't Pretend Everyone Works 40 Hours

I'm modeling team capacity in Excel for the next quarter: [TEAM, ROLES, HOLIDAYS...

#fp&a #financial-modeling #drivers

Build a Driver-Based Financial Model from Scratch

Act as a senior FP&A modeler. Walk me through building a driver-based financial ...

#business #business-case #investment

business Advanced

Draft a One-Page Business Case for a New Initiative

Act as a senior PMO. Write a one-page business case for {{initiative name}} that...

👁 10 views

excel advanced

Build a working capital model from a P&L extract without manual joins

Act as a finance analyst. I will paste a monthly P&L extract plus a trial-balanc...

#excel #working-capital #finance-model

👁 10 views

excel Advanced

Build a sensitivity table that stress-tests three assumptions at once

Act as a financial modeling instructor. Walk me through building a two-input dat...

#excel #sensitivity-analysis #data-table

👁 9 views

coding Beginner

Explain a Code Snippet Line by Line

You are a patient senior engineer. I will paste a code snippet and you will expl...

#coding #explain #learning

👁 9 views

finance Intermediate

Build a Runway Calculator With Burn Sensitivity

Help me build a runway calculator with sensitivity analysis. Inputs: current cas...

#finance #runway #burn rate

#coding #debugging #race-condition

Debug Race Condition in Async Code

Analyze the following async code for race conditions. Identify any shared state ...

#finance #cash-flow #forecasting

Finance: Build a 12-Month Cash Flow Forecast I'm Willing to Bet the Company On

I need a 12-month cash flow forecast for [BUSINESS]. Most forecasts are aspirati...

#business #strategy #planning

business Advanced

Pressure-test a strategy before you commit a quarter to it

Act as a skeptical board member who's seen plenty of strategies fail. I'm about ...

#coding #code-review #debugging

coding Intermediate

Find the 'works on my machine' assumptions in a PR

I'm reviewing a pull request. I want to find the parts that work on the author's...

data Intermediate

Write a SQL Query from a Plain-English Question

You are a SQL expert and data analyst. I will describe a question in plain Engli...

#data #sql #query

#SaaS metrics #financial model #unit economics

Financial Model Template for SaaS Business Unit Economics

Build a financial model framework for a SaaS business covering unit economics an...

#cash-flow #forecasting #runway

Build a 13 Week Cash Flow Forecast That Catches Trouble Early

Build a 13-week rolling cash flow forecast template for [BUSINESS TYPE]. Inputs ...

#coding #debugging #learning

coding Beginner

Explain Unfamiliar Code Line by Line

You are a patient senior engineer mentoring a junior developer. I will paste a b...

#finance #decision #comparison

finance Intermediate

Compare Two Financial Options with a Clear Breakdown

You are a financial decision analyst who helps people think clearly about money ...

#forecasting #new-product #zero-history

Forecast revenue for a new product line with no historical data

You're a finance lead. I need to build a revenue forecast for a new product line...

👁 6 views

#coding #refactoring #clean code

Refactor a Long Function into Clean, Testable Pieces

You are a software craftsperson focused on readable, maintainable code. I will p...

👁 6 views

finance Intermediate

Decide between paying off student debt fast or maxing out retirement contributions

I have student loans at [interest rate] and a 401(k) with an employer match. I h...

#finance #personal-finance #debt

👁 5 views