anomaly-detection

What problem does it solve?

This Skill proactively identifies and alerts on potential issues in production systems before they cause significant downtime or performance degradation.

Core Features & Use Cases

• Rule-Based Anomaly Detection: Define custom rules to detect deviations from normal system behavior (e.g., slow jobs, high error rates).
• Alert Storm Prevention: Configurable cooldown periods prevent excessive alerts during transient issues.
• Error Pattern Tracking: Identifies and flags recurring error messages, aiding in root cause analysis.
• Use Case: Automatically detect when a critical background job starts taking twice as long as usual and alert the on-call engineer, while also tracking if a specific error message is repeating frequently.

Quick Start

Use the anomaly-detection skill to check the health of the 'user-service' worker.