topology-anomaly-detector
Real-time anomaly detection on fleet coordination topology. Computes running TE, CSD, source counts, null multiplier against PLATO data and alerts on coordination failures.
Dependencies
coordination-topology (algorithm dependency)
Usage
python3 topology_anomaly_detector.py
Listens on port 8080 by default.
Anomaly Types Detected
| Type | Threshold | What It Means |
|---|---|---|
| TE collapse | SI-TE < 0.1 bits | Coordination structure lost |
| TE spike | SI-TE > 5.0 bits | Suspicious surge in predictability |
| CSD anomaly | τ | |
| Null multiplier spike | null_mult > 3.0 | Structure far beyond random chance |
| Source burst | >2 new sources in 5 min | Fleet composition changing |
| TE shock | ΔTE > 0.5 in 30s | Coordination topology regime shift |
Alerts
Publishes anomaly events to PLATO room topology-anomalies as tiles with:
type: anomaly type stringvalue: current metric valuethreshold: threshold exceededsources: active sources at time of eventconfidence: statistical confidence (1 - p-value)
API
GET /health— server statusGET /anomalies— recent anomaly historyGET /status— current coordination metrics
Shell Loading
from plato_shell_bridge import PlatoShell
shell = PlatoShell("agent-shell")
shell.load_tool("topology-anomaly-detector")
License
MIT — Part of the Cocapn Fleet Intelligence System
1 maintainer
Metadata
1 maintainer
Release files for topology-anomaly-detector 0.1.0
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| topology_anomaly_detector-0.1.0-py3-none-any.whl | Python 3 | none | any | Details for topology_anomaly_detector-0.1.0-py3-none-any.whl |
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