Module anomaly 

Anomaly detection and Yin-Yang balance tracking for the Harmony Vector.

N20: Statistical health monitoring via z-score sliding windows on 7 harmony dimensions, plus action/reflection balance tracking.

The AnomalyDetector computes rolling z-scores for each numeric dimension of the HarmonyVector. When a dimension deviates significantly from its recent baseline, an AnomalyAlert is emitted. This feeds into the homeostatic loop (N19) and the Gan Ying Bus (N16).

The YinYangTracker classifies each tool dispatch as Yang (create/write/delete/execute) or Yin (read/search/analyze/reflect) and maintains a rolling balance ratio. Too much Yang signals burnout risk; too much Yin signals stagnation.

Structs

AnomalyAlert

An anomaly alert for a single harmony dimension.

AnomalyConfig

Configuration for AnomalyDetector.

AnomalyDetector

Anomaly detector using z-score sliding windows on harmony dimensions.

YinYangBalance

A snapshot of the Yin-Yang balance.

YinYangTracker

Yin-Yang balance tracker.

Enums

AnomalyDirection

Direction of the anomaly relative to the baseline.

AnomalyImpact

Whether this anomaly is harmful (i.e., the deviation is in the “bad” direction for this dimension).

AnomalySeverity

Severity of an anomaly.

BalanceState

Balance state of the Yin-Yang ratio.

DispatchNature

Classification of a dispatch as Yang (active/creative) or Yin (passive/receptive).

HarmonyDimension

Numeric dimensions of the Harmony Vector that can be monitored for anomalies.