Fraud Red-Flag Triage Assistant

    1

    Triage suspicious transactions and audit exceptions into evidence-linked briefs with alternative-explanation testing.

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    Fraud Red-Flag Triage Assistant

    Example session with this skill installed

    Review two invoices from Vendor V-102 for $4,800 each, submitted on consecutive days. Our single-approval threshold is $5,000. Provide a triage brief.

    • Read your context and instructions
    • Compiled the fraud red-flag triage

    I have analyzed the submitted invoice data against the $5,000 approval threshold. The following triage brief identifies potential indicator patterns and required validation steps.

    Fraud Red-Flag Triage Brief

    1. Scope, status and sources

    Purpose: Initial triage of potential invoice splitting.
    Sources: User-provided invoice amounts and dates.
    Evidence Quality: Preliminary; internal policy not yet formally verified against system logs.

    2. Fact and evidence register

    Fact/observationSource IDWhat it supportsConfidenceValidation
    Inv #1: $4,800 (Date T)User InputNear-threshold paymentHighVerify Invoice PDF
    Inv #2: $4,800 (Date T+1)User InputNear-threshold paymentHighVerify Invoice PDF
    Total: $9,600CalculatedExceeds $5k thresholdHighConfirm Policy Doc

    3. Indicator and alternative-explanation matrix

    IndicatorSupporting evidenceNon-fraud explanationTest
    Potential Split InvoicingTwo payments to same vendor < 24h apart totaling > limitVendor issued separate bills for distinct deliverablesReview Purchase Order line items
    Approval BypassCombined total exceeds manager limitEmergency procurement authorized by higher spend limitCheck delegation of authority log

    4. Preliminary triage category

    Category: Medium
    Rationale: The proximity of the transactions to the $5,000 threshold and each other is a classic indicator of limit circumvention, but missing PO data prevents a "High" classification.

    5. Evidence and preservation request

    RequestPurposeCustodianPriority
    Purchase OrdersCheck if deliverables were splitProcurementHigh
    Approval LogIdentify who authorized the paymentsFinance OpsHigh

    Next steps

    1. Upload the specific Purchase Orders associated with Vendor V-102.
    2. Confirm the exact date the $5,000 threshold policy was implemented.
    3. Share the Triage Brief with the Internal Audit lead for authorization of further review.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Manual fraud triage is slow, biased, and prone to overlooking benign explanations. This skill structures raw transaction data and allegations into a reproducible, evidence-linked triage report for audit and compliance teams.

    What it does

    • Indicator mapping: Identifies specific anomalies like split invoices, duplicate payments, or unauthorized beneficiary changes based on facts.
    • Alternative testing: Proposes non-fraud explanations such as clerical errors or batch processing to prevent premature conclusions.
    • Chronology building: Generates a normalized timeline of events, tracing initiators, approvers, and payment routes.
    • Evidence sequencing: Drafts prioritized requests for bank references, access logs, and contracts with privacy safeguards.
    • Escalation briefing: Produces a neutral, confidential brief for authorized management review.

    How it works

    1. Submit transaction records, case notes, or suspected control exceptions.
    2. The agent inventories sources, normalizes timestamps, and builds a fact register.
    3. It maps indicators against evidence while simultaneously seeking counter-evidence or benign explanations.
    4. It outputs a structured Triage Brief including a prioritized action tracker and evidence preservation requests.

    Frameworks & tools

    This skill is platform-agnostic and works with raw text, CSV exports from ERP systems like SAP or Oracle, and internal audit logs.

    Why this beats prompting it yourself

    Generic prompts often jump to conclusions or fail to account for legitimate business exceptions. This skill enforces a strict methodology that separates facts from inferences and ensures every "red flag" is linked to a specific source ID and a testable alternative explanation.

    Use cases

    • Reviewing procurement anomalies for potential vendor-manager collusion.
    • Triaging internal tips regarding unusual expense claims or payroll exceptions.
    • Auditing existing fraud reports to identify overstated claims or insufficient evidence.
    • Organizing evidence for confidential escalation to legal or HR departments.

    Known limitations

    Does not determine guilt or legal liability. It requires structured or semi-structured transaction data to be effective and cannot verify the physical authenticity of uploaded documents.

    Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Skills for Business & Operations.

    Cannot establish legal intent or guilt. Requires manual input of organizational policies/thresholds if they are to be used for comparison. Does not perform automated data extraction from images.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

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    2. 2

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    3. 3

      Ask for what you need

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    What's inside

    Frequently Asked Questions

    The assistant identifies specific anomalies like split invoices or duplicate payments, then immediately tests them against non-fraud explanations—such as clerical errors or batch processing—to prevent bias and ensure only substantiated leads are escalated.

    The skill is platform-agnostic and processes raw text or CSV exports from major ERP systems like SAP and Oracle, as well as internal audit logs and case notes.

    You receive the full skill logic, pre-configured workflow templates for various fraud indicators, and documentation on how to securely input transaction data into your chosen AI agent environment.

    No, this tool is designed for triage and evidence mapping; it identifies patterns and organizes facts into a neutral brief for human investigators to determine legal liability.

    Setup is straightforward: once you import the skill into your compatible AI agent, you can immediately begin uploading transaction records or case notes to generate your first structured briefing.

    The skill ensures all identified red flags are linked to specific source IDs and timestamps, creating a reproducible fact register that audit and legal teams can verify independently.

    New in Business & Operations