build-model

Build a comprehensive Excel financial model (.xlsx) for the company specified by the user: $ARGUMENTS

Before starting, read data-access.md for data access methods and design-system.md for formatting conventions. Follow the data access detection logic and design system throughout this skill.

This skill gathers all available financial data and builds a multi-tab Excel model as a React artifact using SheetJS (xlsx library) that the user can download directly in their browser.

Phase 1 — Company Setup

Look up the company by ticker using discover_companies. Capture:

• company_id
• latest_calendar_quarter — anchor for all period calculations (see data-access.md Section 1.5)
• latest_fiscal_quarter
• Firm name for report attribution (default: "Daloopa") — see data-access.md Section 4.5

Get current stock price, market cap, shares outstanding, beta, and trading multiples for {TICKER}. Use the 3-step resolution: (1) MCP market data tools if available, (2) web search, (3) sensible defaults (see data-access.md Section 2).

Phase 2 — Comprehensive Data Pull

Calculate periods backward from latest_calendar_quarter. Pull as much data as Daloopa has for this company. Target 8-16 quarters.

Income Statement — search and pull all available:

• Revenue / Net Sales
• Cost of Revenue / COGS
• Gross Profit
• Research & Development
• Selling, General & Administrative
• Total Operating Expenses
• Operating Income
• Interest Expense / Income
• Pre-tax Income
• Tax Expense
• Net Income
• Diluted EPS
• Diluted Shares Outstanding
• EBITDA (or compute from Op Income + D&A)
• D&A

Balance Sheet — search and pull all available:

• Cash and Equivalents
• Short-term Investments
• Accounts Receivable
• Inventory
• Total Current Assets
• PP&E (net)
• Goodwill
• Total Assets
• Accounts Payable
• Short-term Debt
• Long-term Debt
• Total Liabilities
• Total Equity

Cash Flow — search and pull all available:

• Operating Cash Flow
• Capital Expenditures
• Depreciation & Amortization
• Acquisitions
• Dividends Paid
• Share Repurchases
• Free Cash Flow (compute if not direct)

Segments:

• Revenue by segment
• Operating income by segment (if available)

KPIs:

• All company-specific operating metrics

Guidance:

• All guidance series and corresponding actuals

Phase 3 — Market Data & Peers

• Identify 5-8 peers and get their trading multiples using the same 3-step resolution: (1) MCP market data tools, (2) web search, (3) sensible defaults
• Get risk-free rate using the same 3-step resolution
• If consensus forward estimates are available (data-access.md Section 3), include NTM estimates for peers

Phase 4 — Projections

Build forward estimates using the following methodology:

• Revenue: Start with latest guidance (if available), then decay to long-term growth rate (industry average or historical trend). Apply quarterly seasonality patterns from trailing data.
• Gross Margin: Mean-revert to trailing 8-quarter average, with adjustment for recent trends or guidance commentary.
• Operating Expenses: Project as % of revenue, trending toward trailing averages. R&D and SG&A may have different trajectories.
• CapEx: Project as % of revenue based on trailing 4-8 quarter average and guidance.
• D&A: Project based on trailing average as % of revenue or PP&E.
• Tax Rate: Use trailing effective tax rate or guidance.
• Share Count: Project dilution/buyback based on trailing trends and guidance.
• Working Capital: Project DSO, DIO, DPO based on trailing averages.

Calculate all quarterly projections, then sum to annual. Project 4-8 quarters forward.

Phase 5 — DCF Inputs

Calculate:

• WACC: Use CAPM for cost of equity (Rf + Beta × ERP, where ERP = 6.0%). Cost of debt = Interest Expense / Total Debt. WACC = (E/V × Re) + (D/V × Rd × (1 - Tax Rate)).
• 5-year FCF projections: Annualize from quarterly projections (FCF = Op Cash Flow - CapEx).
• Terminal Value: Use perpetuity growth at 2.5-3.0%.
• Sensitivity Matrix: WACC (7 values: -3% to +3% from base) × Terminal Growth (6 values: 1.5% to 4.0%).

Phase 6 — Build Excel Model

Generate a React artifact that builds the .xlsx file using SheetJS (xlsx library). The artifact should:

1. Create 8 tabs with the following structure:

Tab 1: Income Statement

• Rows: Revenue, COGS, Gross Profit, R&D, SG&A, Total OpEx, Op Income, Interest, Pre-Tax Income, Tax, Net Income, Diluted EPS, Shares
• Columns: Historical periods (8-16Q) + Projected periods (4-8Q)
• Sub-rows: YoY growth %, margin % where applicable
• Header: Company name, ticker, report date
• Formatting: Numbers with commas/decimals, percentages, bold headers, frozen panes

Tab 2: Balance Sheet

• Rows: Assets section (Cash, Investments, AR, Inventory, Current Assets, PP&E, Goodwill, Total Assets), Liabilities section (AP, ST Debt, LT Debt, Total Liabilities, Equity)
• Columns: Historical + Projected periods
• Sub-rows: % of Total Assets for key line items
• Same formatting standards

Tab 3: Cash Flow

• Rows: Op Cash Flow, CapEx, Free Cash Flow, Acquisitions, Dividends, Buybacks, Net Change in Cash
• Columns: Historical + Projected periods
• Sub-rows: FCF yield %, CapEx as % Revenue
• Same formatting standards

Tab 4: Segments

• Rows: Revenue by segment, Op Income by segment (if available)
• Columns: Historical + Projected periods
• Sub-rows: Segment as % of total, segment growth rates
• Same formatting standards

Tab 5: KPIs

• Rows: All company-specific operating metrics discovered
• Columns: Historical + Projected periods
• Sub-rows: YoY growth or relevant unit economics
• Same formatting standards

Tab 6: Projections

• Editable assumption inputs (yellow highlighting): Revenue growth %, Gross margin %, Op margin %, CapEx % revenue, Tax rate %, Buyback rate QoQ
• Calculated outputs: Projected P&L, BS, CF driven by assumptions
• Commentary box explaining methodology
• Same formatting standards

Tab 7: DCF

• Inputs: WACC, Terminal Growth, Risk-Free Rate, ERP, Beta, Cost of Debt
• FCF Projection (5 years annualized)
• Terminal Value calculation
• PV calculations
• Enterprise Value → Equity Value → Implied Share Price
• Sensitivity table: WACC (rows) × Terminal Growth (cols) showing implied price
• Color scale: green (upside) to red (downside) vs current price
• Same formatting standards

Tab 8: Summary

• Company overview (name, ticker, sector, description)
• Current market data (price, market cap, shares, beta)
• Valuation summary: DCF implied price, peer-implied range, current price, upside/downside %
• Peer trading multiples table
• Key model outputs: Trailing revenue, Projected revenue growth, Trailing/Projected margins
• Same formatting standards

2. Apply design-system.md formatting conventions:

• Number format: $X.Xbn for large numbers, X.X% for percentages, X.Xx for multiples
• Color palette: Navy #1B2A4A (headers), Steel Blue #4A6FA5 (sub-headers), Gold #C5A55A (highlights), Green #27AE60 (positive), Red #C0392B (negative)
• Bold headers, frozen top row and left column
• Yellow fill (#FFEB3B) for editable input cells

3. Include a download button that triggers the .xlsx file download with filename: {TICKER}_model.xlsx

Output

Present the React artifact directly to the user with:

• Summary of what tabs were built
• Key model outputs: trailing revenue, projected revenue growth, implied DCF value, peer-implied range
• Note that yellow cells in the Projections tab are editable inputs
• Instruction to click the download button to save the .xlsx file

All financial figures gathered must use Daloopa citation format: $X.XX million