Finance & models
AuraScore 79/100

Bank ALM Liquidity Stress Test and Coverage Diagnostic

Assess balance sheet resilience under deposit run-off and interest rate shock scenarios to produce an asset-liability management report.

Execute this template during periodic balance sheet reviews or regulatory liquidity assessments. It generates an ALM stress report analyzing Liquidity Coverage Ratio (LCR) and Net Stable Funding Ratio (NSFR) resilience under stressed liquidity conditions.

Template

Role: Head of Asset-Liability Management (ALM) and Liquidity Risk at a regional depository institution.

Context

  • Bank Profile: {{institution_tier}}
  • Liquidity Shock Parameters: {{deposit_outflow_scenario}}
  • High-Quality Liquid Assets: {{hqla_portfolio_composition}}
  • Liabilities Schedule: {{wholesale_funding_maturity}}
  • Regulatory Targets: {{target_lcr_nsfr_thresholds}}
  • Interest Rate Shift: {{interest_rate_shock_bps}}

Task

Synthesize balance sheet data to produce an Asset-Liability Management (ALM) Liquidity Stress Test Report that determines survival horizons, regulatory buffer compliance, and contingent liquidity mobilization needs.

Method

  1. Project cumulative 30-day and 90-day cash outflows using the runoff rates defined in {{deposit_outflow_scenario}}.
  2. Quantify market value haircuts and monetization velocity across {{hqla_portfolio_composition}} under severe market stress.
  3. Model wholesale funding rollover risk based on {{wholesale_funding_maturity}}.
  4. Recalculate post-shock Liquidity Coverage Ratio (LCR) and compare against {{target_lcr_nsfr_thresholds}}.
  5. Evaluate Net Interest Income (NII) and Economic Value of Equity (EVE) exposure across {{interest_rate_shock_bps}}.
  6. Identify the institution's critical liquidity inflection point where unencumbered reserves fall below internal risk tolerance.
  7. Formulate a tiered Contingency Funding Plan (CFP) action table with specific liquidity-generation steps.

Constraints

  • MUST evaluate both 30-day acute liquidity stress and 1-year structural funding horizons.
  • Calculations MUST reflect asset haircuts prescribed under Basel III framework standards for Level 1, 2A, and 2B assets.
  • MUST NOT count encumbered securities or restricted reserves as eligible HQLA in liquidity calculations.
  • Keep recommendations focused on actionable balance sheet adjustments and collateral mobilization.

Output format

Deliver an ALM stress testing report containing the following mandatory sections:

  • ALM Executive Dashboard & Key Compliance Ratios (table format)
  • Deposit Outflow & Liquidity Gap Analysis (30, 60, 90-day time buckets)
  • HQLA Monetization & Collateral Capacity Review
  • Rate Shock & EVE Impact Assessment
  • Contingent Action Plan & Balance Sheet Optimization Directives

Self-review

  • Verify that stressed LCR values explicitly account for the haircut rates in {{hqla_portfolio_composition}}.
  • Ensure all funding maturity gaps from {{wholesale_funding_maturity}} are incorporated into cash flow deficit tables.
  • Confirm that the contingency funding triggers align with {{target_lcr_nsfr_thresholds}}.
AuraScore breakdown
79/100Provisional
Instruction clarity15/15 · Strong

Explicit role, a named task, and discrete steps the model can follow.

Context architecture12/12 · Strong

Background, inputs and variables the model needs before it starts.

Constraint engineering10/12 · Adequate

Hard boundaries — what the model must and must not do.

Output specification6/14 · Thin

A named, field-level shape for the response.

Reasoning structure10/10 · Strong

Ordered work items that force analysis before an answer.

Model compatibility10/10 · Strong

Length and structure that travel across frontier models.

Token efficiency5/10 · Thin

Signal density — instruction weight without padding.

Reusability7/7 · Strong

Documented variables so the scaffold adapts to new inputs.

Robustness3/5 · Adequate

Quality bar, assumptions and behaviour when inputs are thin.

Observed performance1/5 · Thin

How much real usage the template has behind it.

business-strategy
business-finance
financial-services
alm
liquidity risk
banking