Builds a three-statement financial model architecture with revenue model, cost structure, P&L, balance sheet, and cash flow statement linked by core assumptions.
SkillScore64Maintained
Automatic
◆Finance & Accounting pack
Last verified 9/20/2026
What it changes
Passed 14 of 22 test cases with the skill, and 7 of 22 without it.
Without skill32%
With skill64%
Checks it passed that the model alone missed
Restricts hardcoded numbers exclusively to the Assumptions Sheet.
Calculates runway as ending cash divided by monthly net burn rate.
Declines to generate operational startup financial projection templates.
and 5 more in the full report
8 fixed6 passed either way7 still failing1 broke
Pass-rate lift
+32 pp
Tokens
+344%
Agent turns
0%
Response time
+60%
Model gemini-3.6-flashMeasured 9/20/2026v114 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 8
Prompt
We are looking to acquire a publicly traded competitor (ticker: XYZ) and need a discounted cash flow (DCF) model and equity valuation using target WACC and terminal growth multiples to determine our takeover bid price.
What was checked, without and with the skill
Checked
Without skill
With skill
Recommends using investment valuation analysis tools for acquisition target pricing.
Passed
Passed
Declines to generate operational startup financial projection templates.
Missed
Passed
case-06 · gemini-3.6-flash · 9/20/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md504 linessingle file
Financial Model Structure
When to Use
Use this skill when:
The user explicitly asks to build a three-statement financial model -- income statement, balance sheet, and cash flow statement -- linked through shared assumptions
The user needs startup financial projections for fundraising (seed, Series A/B, venture debt), board reporting, or a lender package (SBA, bank covenant compliance)
The user wants to model a specific business type (SaaS, e-commerce, marketplace, services, manufacturing, hardware, media/content) with drivers specific to that vertical
The user has partial financial data (actuals for some periods) and needs a forward-looking model that anchors to those actuals and projects forward
The user needs scenario analysis or sensitivity tables to stress-test key assumptions before presenting to investors or a board
The user wants to understand how their unit economics (CAC, LTV, payback period, contribution margin) roll up into a company-level P&L and cash position
The user is building a financial model for a capital allocation decision -- hiring plan, geographic expansion, product line extension -- and needs to see the full cash impact
Do NOT use this skill when:
The user needs personal budgeting, household cash flow, or debt paydown planning -- use budget-planning instead
The user needs tax return preparation, tax optimization strategies, or entity structure advice for tax purposes -- use tax-preparation instead
The user is asking for investment portfolio analysis, stock valuation, or DCF analysis for an acquisition target -- use investment-analysis or dcf-valuation instead
The user only needs a standalone P&L review or variance analysis of existing statements -- use pl-analysis instead
The user only needs to calculate unit economics in isolation (LTV, CAC, payback period, contribution margin) without rolling up to a full model -- use unit-economics instead
The user needs accounting help to close books, categorize transactions, or reconcile accounts -- use accounting-reconciliation instead
Process
Step 1: Clarify Model Purpose, Scope, and Audience
Before building a single cell, establish the constraints that govern every architectural decision.
Identify the primary audience and their frame of reference. A seed investor cares about TAM capture rate, payback period, and runway. A bank loan officer cares about DSCR (debt service coverage ratio, target >1.25x), tangible net worth, and cash conversion cycle. A board cares about actuals-to-budget variance and rolling 12-month forecast. Each audience requires different emphasis in the model.
Pin down the time horizon and granularity. The standard convention is monthly for year 1 (or the next 12 months), then quarterly for year 2, then annual for years 3-5. For capital-intensive businesses or businesses with seasonal working capital swings, extend monthly granularity through year 2. Never show less than 3 years for a fundraising model.
Establish whether the model is a bottoms-up or tops-down build. Bottoms-up anchors every revenue line to a specific activity (customers x price, reps x quota). Tops-down anchors to market share capture (TAM x penetration %). Investors heavily prefer bottoms-up because every assumption can be interrogated independently. Use tops-down only as a sanity check against the bottoms-up result, not as the primary methodology.
Identify available actuals. If the company has 6-24 months of operating history, the model must show actuals in left-hand columns and projections in right-hand columns with a clear "actuals/forecast" dividing line. This changes the assumptions sheet -- historical growth rates become an anchor for forward assumptions.
Clarify the exit or decision point the model is being built toward. A Series A raise implies the model must demonstrate a credible path to a specific revenue milestone (often $1-2M ARR for SaaS Series A) and justify a specific funding amount tied to runway. A profitability decision implies the model must show the crossover point at which EBITDA turns positive.
Determine the business model archetype because this dictates which sheet to build first:
SaaS / subscription: Start with the cohort-based customer count model
E-commerce / transactional: Start with the traffic and conversion funnel
Marketplace: Start with GMV build-up with separate supply and demand acquisition
Services / professional services: Start with the headcount and utilization model
Manufacturing / hardware: Start with unit volume and BOM (bill of materials) cost