iot-anomalies
Detect and classify telemetry anomalies on Cognitum Seed devices. Use when investigating a device that's reporting odd metrics, before approving a firmware canary advancement, or when triaging fleet-wide health alerts.
How do I install this agent skill?
npx skills add https://github.com/ruvnet/ruflo --skill iot-anomaliesIs this agent skill safe to install?
- Gen Agent Trust Hubwarn
This skill performs IoT anomaly detection by downloading and executing a package from the NPM registry. It relies on a remote dependency with no version pinning, which introduces supply chain risks, and it processes external telemetry data without explicit sanitization or boundary markers.
- Socketpass
No alerts
- Snykwarn
Risk: MEDIUM · 1 issue
What does this agent skill do?
Run Z-score anomaly detection on a device's recent telemetry.
Steps:
npx -y -p @claude-flow/plugin-iot-cognitum@latest cognitum-iot anomalies DEVICE_ID- Review detected anomaly types (spike, flatline, drift, oscillation, pattern-break, cluster-outlier)
- If score > 0.9, recommend quarantine
- Store anomaly pattern for learning:
mcp__plugin_ruflo-core_ruflo__memory_store({ key: "iot-anomaly-DEVICEID", value: "TYPE at SCORE", namespace: "iot-anomalies" })
How can the creator link this skill?
Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.
<a href="https://skillzs.dev/skills/ruvnet/ruflo/iot-anomalies">View iot-anomalies on skillZs</a>