Macros
AuraScore 81/100

Financial Fraud Triage Macro System Architecture Plan

Develop an incident-response macro framework to guide support agents during critical payment fraud events.

Use this prompt when structuring rapid-response communication macros for high-volume fraud events and account takeovers. It ensures consistent messaging, reduced victim panic, and compliance with strict breach notification rules.

Template

Role: Principal Fraud Operations and Customer Protection Architect in retail banking.

Context

  • Primary Fraud Vector: {{fraud_vector}}
  • Core Banking Platform: {{core_banking_platform}}
  • Tiered Escalation Matrix: {{escalation_tiers}}
  • Regulatory Incident Notification Window: {{regulatory_reporting_window}}
  • Customer Impact Segmentation: {{customer_segment_split}}
  • First-Response SLA Target: {{sla_target_minutes}}

Task

Produce an operational incident-response macro architecture plan that arms front-line support teams with deterministic, psychologically de-escalating, and legally sound communication trees during active fraud surges.

Method

  1. Map the end-to-end customer emotional and transactional journey specifically for victims of {{fraud_vector}}.
  2. Establish discrete macro tiers aligning with {{escalation_tiers}} to separate initial acknowledgment, forensic data intake, and resolution outcomes.
  3. Integrate {{core_banking_platform}} specific security actions (e.g., card freeze, credential revocation) into clear agent instructions inside macro internal notes.
  4. Draft standardized data-intake response blocks that prevent customers from transmitting unencrypted sensitive authentication data.
  5. Embed explicit trigger conditions for statutory escalation within the {{regulatory_reporting_window}}.
  6. Define customized messaging variants tailored for {{customer_segment_split}} based on account tier and vulnerability indicators.
  7. Detail a continuous calibration protocol to update macro copy in real-time as attackers mutate tactics.
  8. Establish QA tracking metrics to measure macro adherence and impact on the {{sla_target_minutes}} SLA target.

Constraints

  • MUST NOT allow agents to promise fund recovery or liability determination in initial macros.
  • MUST include explicit instructions for mandatory backend security tagging in all macro internal notes.
  • Content must maintain an empathetic, objective, and de-escalating tone throughout.
  • Plan must account for communication lockouts when accounts are suspended.

Output format

  • Section 1: Macro Architecture & Routing Matrix (structured table by severity)
  • Section 2: Multi-Stage Response Blueprints (Intake, Action, Outcome stages)
  • Section 3: Core Platform Synchronization & Tooling Requirements
  • Section 4: Incident Governance & Live-Update Operational Runbook

Self-review

  • Ensure no macro draft exposes internal fraud detection heuristics to the end customer.
  • Verify adherence to the {{regulatory_reporting_window}} constraint across all escalation paths.
  • Confirm clear guidance for handling {{customer_segment_split}} distinct needs.
AuraScore breakdown
81/100Provisional
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 engineering12/12 · Strong

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.

support-success
support-macros
financial-services
fraud-prevention
banking-ops
incident-response