openclaw-genpark-agent-monitor

OpenClaw GenPark Agent Monitor is a zero-dependency autonomous telemetry and SLO auditor implementing exponential decay liveness health checks, EWMA latency drift detection with CUSUM change-points, and Apdex (Application Performance Index) rating metrics.

flowchart TD
    A[Worker Heartbeat Stream] --> B[Decay Liveness Scorer]
    B --> C{Health > Threshold?}
    C -- Yes --> D[Healthy Node Pool]
    C -- No --> E[Degraded / Zombie Alert]
    F[Latency Time Series] --> G[EWMA Filter and CUSUM]
    G --> H[Drift Detector]
    F --> I[Apdex T-Score Evaluator]
    I --> J[Cluster SLO Compliance Rating]

Features

• Heartbeat Decay Liveness: Exponential half-life decay formula H = exp(-lambda * delta_t) with configurable grace tolerance.
• EWMA Drift and CUSUM: Detects gradual and step-function latency drift away from baseline cluster SLOs.
• Apdex Performance Index: Measures user/agent satisfaction according to standard Apdex formulas (S + T/2) / N.

Quickstart

from client import OpenClawGenParkAgentMonitor

mon = OpenClawGenParkAgentMonitor()
res = mon.evaluate_cluster_slos_and_apdex([45, 60, 110, 250, 600], target_t_ms=100.0)
print(res['apdex_rating'], res['apdex_score'])

License

MIT