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HumanMirror Anomaly Detection
x402
HumanMirror Anomaly Detection is a paid API for AI agents from humanmirror.fr, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-14).
Detects anomalies in JSON-serializable input data as part of trust infrastructure for autonomous systems
Price / call$0.01
Success—
StatusUnknown
How this service works
HumanMirror est le control plane des agents autonomes : décision avant action, preuve après exécution, routage machine et gouvernance de flotte.
Output
Returns a JSON object with an 'ok' boolean indicating success, a 'status' field (e.g. 'verified_success') confirming the detection outcome, and a 'product' field identifying the service used. Additional anomaly findings may be included depending on input.
Example use cases
Pre-processing trust check for agent outputs
“Before we act on this autonomous agent's output, run anomaly detection on it — here's the JSON: {"action":"transfer","amount":9999,"target":"unknown_wallet"} — flag anything that looks off.”
Monitoring agentic pipeline data integrity
“I need to validate the data coming through our autonomous pipeline for anomalies. Can you run this batch record through HumanMirror's anomaly detection and tell me if anything looks suspicious?”
Governance check before autonomous decision
“We have an AI system about to make a resource allocation decision — can you run the decision input through anomaly detection first to make sure nothing unusual or adversarial is in the data?”
Technical details
Endpoint
POSThttps://humanmirror.fr/api/x402/anomaly-detection?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a lightweight, pay-per-call anomaly detection check on structured JSON data within autonomous or agentic workflows, especially when trust verification and governance are priorities. Prefer this over general-purpose ML anomaly detection services when operating in the autonomous economy context where deterministic, verifiable outcomes and micropayment-based access (x402) are required.
Side effects
- Missing required 'input' field returns validation error
- Malformed JSON body causes 400 bad request
- Non-JSON-serializable input data causes processing failure
- Unsupported HTTP method (GET, DELETE) returns method not allowed
- Service unavailability returns 5xx error
- Empty or null input body may return unprocessable entity error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"ok": true,
"status": "verified_success",
"product": "HumanMirror Anomaly Detection"
}
}Tags
x402
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