monitor

monitor is a command for coding agents from vyayasan/kyc-analyst. It costs 7 tokens per session (270 once invoked), scanned A, original, MIT.

A command for ongoing anti-money-laundering transaction monitoring and suspicious activity reporting. AML means checking financial activity for signs of crime, such as hidden ownership or illegal money movement.

In plain words
What is it for?
Use it to review transaction patterns, detect structuring or circular flows, check jurisdiction and sanctions changes, draft suspicious activity reports, and prepare escalation notes for the compliance officer.
Why use it?
It helps identify unusual transaction patterns and changes in customer risk after onboarding.

Command

Part of the kyc-analyst plugin — 5 skills, 6 commands shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add commands/vyayasan/kyc-analyst/monitor
Clone the repo
git clone --depth 1 https://github.com/vyayasan/kyc-analyst

Or install kyc-analyst, the plugin that ships this one along with the rest of its 5 skills, 6 commands.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for monitor

README.md
[![agentmods](https://agentmods.dev/badge/commands/vyayasan/kyc-analyst/monitor.svg)](https://agentmods.dev/commands/vyayasan/kyc-analyst/monitor)
Your own site
<a href="https://agentmods.dev/commands/vyayasan/kyc-analyst/monitor"><img src="https://agentmods.dev/badge/commands/vyayasan/kyc-analyst/monitor.svg" alt="Measured on agentmods" height="20"></a>
Per session 7 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 270 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00007 $0.00270
Opus 5 $0.00003 $0.00135
Sonnet 5 $0.00001 $0.00054
Haiku 4.5 $0.00001 $0.00027

Measured 4d ago against content hash 4a16dc35cf60, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

monitor scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

commands/monitor.md · 48 lines

What it actually says

Monitor

AML transaction monitoring for ongoing customer relationships, identifying suspicious patterns and generating Suspicious Activity Reports (SARs) when required.

Usage

/kyc:monitor <customer name or account>

Monitoring Scope

  • Transaction pattern analysis (structuring, layering, circular flows)
  • Velocity anomaly detection (high-frequency, high-value patterns)
  • Beneficial ownership changes
  • Jurisdiction risk changes (new high-risk country flows)
  • Adverse media developments
  • Sanctions list updates

Detection Patterns

  • Structuring: Multiple transactions just below reporting thresholds
  • Layering: Complex routing through multiple accounts/entities
  • Circular Flows: Money cycling back to origin
  • Velocity Anomalies: Sudden increase in transaction frequency/value
  • Geographic Risk: Transactions to/from high-risk jurisdictions

Output

  • Transaction analysis report
  • SAR draft (if suspicious activity identified)
  • Escalation narrative for MLRO
  • Updated risk assessment

HITL Checkpoint

SAR filing decisions always require MLRO review and approval. Claude drafts the SAR; the human files it.


Version: 1.0.0 Author: Vyayasan

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 48 lines · 7 tokens per session scan A 4a16dc35cf60

Subscribe to this mod's changes

monitor is a command published in the GitHub repository vyayasan/kyc-analyst (56 stars, last pushed 2mo ago), licensed MIT. It adds 7 tokens to every session and 270 once invoked, about $0.0000 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.