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Emergency Fund Stress Lab

Stress-test liquid savings against income interruptions and one-off costs with scenario-specific runway estimates.

What it does

Stress-test liquid savings against income interruptions and one-off costs with scenario-specific runway estimates.

  • Multiple income-interruption cases
  • Separate immediate and recurring costs
  • First month of negative cash
  • Scenario-specific funding gaps

Try saying

Use my supplied records to stress-test liquid savings against income interruptions and one-off costs with scenario-specific runway estimates.
Export a reproducible report with the assumptions, key metrics and detailed CSV. Ask me for missing facts first.

Calculation scope

essential_monthly is the baseline essential expense. Each scenario needs id/months/income_monthly/one_off_cost; expense_change defaults to zero. Immediate costs are deducted before the monthly net flows. A first_negative_month of zero means the immediate cost exceeds available cash.

Deliverables and runtime

Includes executable Python 3.10+ standard-library calculations, independent numerical tests, fictional examples and an input reference. Supported flat collections accept CSV. No extra market-data key is needed. Files stay in the active assistant workspace, with input and output hashes. Analysis only; no account access or automatic trading.

References

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