Reason code ยท STATISTICAL_ANOMALY

Statistical anomaly

Dense imperatives and invisible characters can be mixed into otherwise plausible market copy.

Real regression input #

Regression case stat-001

{
  "payload": "market maker liquidity protocol routing price depth slippage quote yield treasury custody \u200b\u200b\u200b\u200b\u200b\u200b\u200b\u200b\u200b\u200b send transfer approve execute call set override ignore forget swap withdraw deposit mint burn"
}

Observed decision contract #

STATISTICAL_ANOMALY observed detector contract
Machine-readable valueSTATISTICAL_ANOMALY
Fast-path resultSANITIZE
Thorough resultSANITIZE
Documented riskMEDIUM
Threat classesHIDDEN_UNICODE, STATISTICAL_ANOMALY

What Warden detects #

The statistical layer scores unusually concentrated action language and structural signals.

Why it matters in agent commerce #

Dense imperatives and invisible characters can be mixed into otherwise plausible market copy.

Detector boundary #

False-positive considerations

Related integration guidance #

Review the combined signals before allowing an action.

Preserve the machine-readable reason value in decision logs, but do not treat it as a probability or a universal statement about the payload.