Author a spend policy — merchant allowlists, per-transaction and rolling limits, HNP autonomous-flow rules — then simulate up to 5,000 synthetic agent transactions against it in seconds. Detects scope creep (unauthorized merchants/categories), drip-pattern policy bypass (sequences of sub-limit transactions that cumulatively exceed daily or monthly caps), and unauthorized HNP flows. Paste an ART-01 artifact to anchor into the chain. Exports a full transaction log as CSV.
Chaos level injects random violations (scope creep, over-limit, bad payment method, unauthorized HNP). Drip frequency inserts coordinated sub-limit transactions designed to evade the daily cap.
Drip patterns: sequences of individually-compliant transactions that cumulatively violate the daily limit within the same calendar day. Each path entry shows the sequence length, total cumulative spend, and the transaction IDs involved.
| # | Status | Amount | Merchant | Category | Method | HNP | Day | Violation |
|---|
Copy this paragraph into Claude, OpenClaw, or any MCP-aware agent to run this exact tool, with this sample, and verify the artifact.
Run the AINumbers MCP tool `simulate_spend_policy`. Task: Simulate N synthetic agent transactions against a spend policy definition.
Call it with arguments: {"policy_parameters":{}}
Verify before trusting: this node computes in your browser, so the MCP endpoint returns no execution_hash. Run the tool in the page, export the Policy Mandate artifact it produces, and call `verify_execution_hash` on mcp.ainumbers.co (https://mcp.ainumbers.co/mcp) with that artifact.
Return the ledger link https://ledger.ainumbers.co/ so a human can re-verify without contacting us.
PII rule: All inputs are processed locally in your browser. No data is transmitted. Do not enter real personal data — use synthetic or anonymised inputs only.
Open the tool with the sample prefilled: https://ainumbers.co/chaingraph/art-02-agent-spend-policy-simulator.html#p=v1.H4sIAAAAAAAA_wECAP3_e31Dv6ajAgAAAA