auditing-aml-transactions
Screens transaction data for suspicious patterns using red flag typologies and structures SAR narrative elements. Use when reviewing transactions for AML, identifying suspicious activity, or drafting SAR narratives.
Best use case
auditing-aml-transactions is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Screens transaction data for suspicious patterns using red flag typologies and structures SAR narrative elements. Use when reviewing transactions for AML, identifying suspicious activity, or drafting SAR narratives.
Teams using auditing-aml-transactions should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/auditing-aml-transactions/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How auditing-aml-transactions Compares
| Feature / Agent | auditing-aml-transactions | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Screens transaction data for suspicious patterns using red flag typologies and structures SAR narrative elements. Use when reviewing transactions for AML, identifying suspicious activity, or drafting SAR narratives.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Auditing AML Transactions Screens transaction data for suspicious patterns using red flag typologies and structures SAR narrative elements for BSA/AML compliance. ## When To Use - Transaction monitoring system generates an alert requiring human review - BSA officer receives a referral (internal, law enforcement, or examiner finding) - Periodic look-back or enhanced due diligence review of high-risk accounts - Continuation SAR is due on the 90-day cycle - Independent audit requires sample transaction review - 314(b) information-sharing request received from another institution ## Inputs To Gather Collect all items below before starting review. If transaction records are unavailable, STOP — document the gap and escalate. ### Institution & Scope - Institution type (bank, MSB, broker-dealer, credit union, insurance, casino, other) [VERIFY] - Charter/license jurisdiction and primary regulator [VERIFY] - BSA/AML program status (established / recently remediated / under consent order) - Review period (start and end dates) - Alert source and alert/case ID ### Subject Information - Subject name(s) — individuals and/or entities - Account number(s), account type(s), and open date - Customer risk rating (Low / Medium / High / Unrated) - KYC profile: stated occupation, income, expected activity, source of funds - Prior SAR history on this subject ### Data Sources Confirm availability of each: transaction records (debits/credits), wire transfer details (originator/beneficiary), cash activity and CTR history, check images and deposit slips, account statements, CDD/EDD documentation, OFAC/sanctions screening results, negative news and adverse media, law enforcement subpoenas or 314(b) requests. ## Workflow ### Step 1 — Transaction Profiling Summarize account activity for the review period: | Metric | Value | |---|---| | Total credits (count / dollar) | | | Total debits (count / dollar) | | | Cash-in / Cash-out (count / dollar) | | | Wire-in / Wire-out (count / dollar) | | | ACH/EFT and check activity (count / dollar) | | | Average and largest single transaction | | | CTRs filed during period | | | Jurisdictions involved | | Compare observed activity against three baselines: - **KYC expected activity** — Does volume/type match customer declarations? - **Peer group** — Consistent with similarly situated customers? - **Historical baseline** — Has pattern shifted from prior periods? Flag material deviations with `[DEVIATION]` and quantify the variance. ### Step 2 — Red Flag Identification Screen activity against recognized typologies. For each red flag identified, document: - **Red flag typology** — Name from reference taxonomy - **Category** — Structuring / Rapid Movement / Geographic / Shell-Layering / Trade-Based / Behavioral / Other - **Transactions implicated** — Date, amount, type, counterparty - **Severity** — High / Medium / Low - **Explanation** — Why this pattern is suspicious in context Key thresholds: - **CTR**: $10,000 cash (single or aggregate same-business-day). Transactions just below are a structuring indicator. [VERIFY current threshold] - **SAR dollar minimum**: $5,000+ with known suspect; $25,000+ with no identified suspect (banks). No dollar minimum for MSBs. [VERIFY by institution type] - **Rapid movement**: Funds deposited and withdrawn/transferred within 48 hours with no apparent business purpose. - **Round-dollar transfers**: Unusual frequency of round-amount wires inconsistent with commercial invoicing. ### Step 3 — OFAC & Sanctions Screening Confirm whether any party to flagged transactions appears on: - OFAC SDN List and Consolidated Sanctions List - FinCEN 311 Special Measures (jurisdictions/institutions) - EU/UN sanctions lists (if applicable) [VERIFY applicability] - FATF High-Risk and Non-Cooperative Jurisdictions list Record each counterparty/jurisdiction screened, the result, list version, and date. If a potential OFAC match is identified, **escalate immediately** — OFAC obligations are strict liability with a shorter timeline than SAR filing. ### Step 4 — Disposition Reach one of four dispositions: | Disposition | Criteria | Action | |---|---|---| | **File SAR** | Suspicious, unexplained, meets dollar thresholds | Proceed to Step 5 | | **Close — Below Threshold** | Concerning but below SAR dollar minimums | Document rationale; retain 5 years; consider enhanced monitoring | | **Close — Explained** | Legitimate purpose confirmed with documentation | Document rationale and evidence; retain 5 years | | **Escalate** | OFAC match, law enforcement nexus, or insider involvement | Immediate escalation per institution policy | **Document rationale for every disposition.** Examiners review closed cases as closely as filed SARs. ### Step 5 — SAR Narrative Drafting The narrative must answer **who, what, when, where, why, and how**. **Structure:** 1. **Subject Information** — Full legal name(s), DOB, SSN/TIN (if available), address, account relationship, risk rating and basis. 2. **Suspicious Activity Description** — Nature of activity (use FinCEN characterization codes), identify all subjects and roles, specific transactions and patterns, date range, branches/jurisdictions, why activity is suspicious, method/mechanism used. 3. **Transaction Detail** — Chronological summary of key transactions, total dollar amount, instruments/channels (cash, wire, ACH, check, crypto). 4. **Investigation Summary** — Detection method, investigation steps, CDD/EDD reviewed, third-party information (314(b), public records, adverse media). 5. **Supporting Documentation** — Exhibit list, reference to prior SARs if continuation filing. **Narrative rules:** - Factual, not conclusory — state what happened; never assert a crime was committed - Chronological presentation - Specific — dates, amounts, account numbers, counterparty names - Self-contained — reader with no prior knowledge should understand the case - Quantified — total suspicious amounts and transaction counts - **No SAR-tipping language** — never indicate the customer was or will be notified (31 USC 5318(g)(2)) [VERIFY current statutory cite] **Filing deadlines** [VERIFY current FinCEN guidance]: | Scenario | Deadline | |---|---| | Standard SAR | 30 calendar days from initial detection | | No suspect identified | 30 days; may extend to 60 days to identify suspect | | Ongoing activity | Continuing SARs every 90 days | | Criminal referral | Notify law enforcement immediately; SAR still due within 30 days | ## Output Deliverables for each review: 1. **Transaction summary table** with profiling metrics and baseline comparisons 2. **Red flag log** — each flag with typology, category, severity, implicated transactions, and explanation 3. **OFAC/sanctions screening record** with list versions and dates 4. **Disposition memo** — selected outcome with written rationale 5. **SAR narrative** (if filing) — structured per the template above, ready for BSA officer review 6. **Filing deadline tracker** — calculated deadline with calendar entry ## Quality Checks ### Completeness - [ ] Intake items fully populated or gaps explicitly documented - [ ] Transaction profiling covers all activity types in the review period - [ ] Every red flag has severity rating and supporting transactions - [ ] Disposition is one of the four defined outcomes with written rationale ### Accuracy - [ ] Dollar amounts cross-referenced to source transaction data - [ ] Dates confirmed against bank records (not estimated) - [ ] Counterparty names verified against wire details / account records - [ ] OFAC screening uses current list version ### Regulatory Compliance - [ ] SAR narrative answers all six questions (who/what/when/where/why/how) - [ ] No SAR-tipping or customer-notification language anywhere in output - [ ] Filing deadline documented and within regulatory window [VERIFY] - [ ] CTR analysis included for cash-intensive accounts - [ ] 5-year record retention requirement noted ### Professional Standards - [ ] Findings distinguish confirmed facts from inferences - [ ] All inferences and assumptions marked with `[VERIFY]` - [ ] Terminology consistent throughout - [ ] Output actionable for BSA officer / compliance committee - [ ] Escalation triggers clearly identified ## Reference Files | File | Description | |---|---| | `references/AML-RED-FLAGS.md` | Categorized AML red flag typologies with indicators and activity patterns for transaction screening |
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