mcpField
M
model-update

model-update

github.com/anthropicsData & databases40.9k1.0k installsUpdated today
Repository

About model-update

A financial modeling skill for analysts revising company estimates after new results or events. It covers updating actuals, forecasts, valuation, and the resulting investment view.

Key features

  1. 01Classify update triggers
  2. 02Reconcile reported results
  3. 03Revise forward estimates
  4. 04Recalculate valuation
  5. 05Summarize rating and price target

Use cases

  1. 01Updating estimates after an earnings release
  2. 02Assessing a guidance or analyst-estimate change
  3. 03Revising a model after a corporate or macro event

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/anthropics/financial-services --skill model-update

After installing, type/model-updatein Claude Code to confirm it loaded.

Details

From the project README

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

Estimate Change Summary:

  • One paragraph: what changed, why, and what it means for the stock
  • Is this a thesis-changing event or noise?

Rating / Price Target:

  • Maintain or change rating?
  • New price target (if changed) with methodology
  • Upside/downside to current price
Step 6: Output
  • Updated Excel model (if user provides the existing model)
  • Estimate change summary (markdown or Word)
  • Updated price target derivation

Important Notes

  • Always reconcile your estimates to the company's reported figures before projecting forward
  • Note any non-recurring items and whether your estimates are GAAP or adjusted
  • Track your estimate revision history — it shows your analytical progression
  • If the quarter was noisy, separate signal from noise in your estimate changes
  • Check consensus after updating — how do your revised estimates compare to the Street?
  • Share count matters — dilution from stock comp, converts, or buybacks can materially affect EPS

Comments

Markdown supported