Skills

Model Update

Update financial models with new data, quarterly earnings, management guidance, macro...

Install

npx skills add anthropics/financial-services --skill model-update -g -a claude-code -y
Category
Engineering
Updated
7d ago
License
Apache-2.0
Context cost
Lightabout 724 tokens
Runs scripts
No, instructions only

What it does

Update financial models with new data, quarterly earnings, management guidance, macro changes, or revised assumptions. Adjusts estimates, recalculates valuation, and flags material changes. Use after earnings, guidance updates, or when assumptions need refreshing. Triggers on "update model", "plug earnings", "refresh estimates", "update numbers for [company]", "new guidance", or "revise estimates".

Model Update

Workflow

Step 1: Identify What Changed

Determine the update trigger:

  • Earnings release: New quarterly actuals to plug in
  • Guidance change: Company updated forward outlook
  • Estimate revision: Analyst changing assumptions based on new data
  • Macro update: Interest rates, FX, commodity prices changed
  • Event-driven: M&A, restructuring, new product, management change

Step 2: Plug New Data

After Earnings

Update the model with reported actuals:

Line ItemPrior EstimateActualDeltaNotes
Revenue
Gross Margin
Operating Expenses
EBITDA
EPS
[Key metric 1]
[Key metric 2]

Segment Detail (if applicable):

  • Update each segment's revenue and margin
  • Note any segment mix shifts

Balance Sheet / Cash Flow Updates:

  • Cash and debt balances
  • Share count (buybacks, dilution)
  • Capex actual vs. estimate
  • Working capital changes

Step 3: Revise Forward Estimates

Based on the new data, adjust forward estimates:

Old FY EstNew FY EstChangeOld Next FYNew Next FYChange
Revenue
EBITDA
EPS

Key Assumption Changes:

  • What assumptions are you changing and why?
  • Revenue growth rate: old → new (reason)
  • Margin assumption: old → new (reason)
  • Any new items (restructuring charges, one-time gains, etc.)

Step 4: Valuation Impact

Recalculate valuation with updated estimates:

Valuation MethodPriorUpdatedChange
DCF fair value
P/E (NTM EPS × target multiple)
EV/EBITDA (NTM EBITDA × target multiple)
Price Target

Step 5: Summary & Action

Read the whole SKILL.md on GitHub

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