Detects performance anomalies in Datadog APM traces using the Datadog API v2 metrics endpoint. Applies DBSCAN clustering on latency distributions to identify outlier service behaviors.

Datadog APM Anomaly Detector

Detects performance anomalies in Datadog APM traces using the Datadog API v2 metrics endpoint. Applies DBSCAN clustering on latency distributions to identify outlier service behaviors.

Installation

Method 1, Agent Skill Exchange

Install from the marketplace listing: https://agentskillexchange.com/skills/datadog-apm-anomaly-detector/

Method 2, Git clone

git clone https://github.com/agentskillexchange/skills.git && cd skills/skills/datadog-apm-anomaly-detector

Method 3, Download ZIP

Download the repository ZIP and extract skills/datadog-apm-anomaly-detector.

Method 4, Manual copy

Copy this skill folder into your local skills directory, then reload your agent tooling.

Method 5, Fork and sync

Fork the repository if you want to maintain local edits while syncing upstream changes.

Source

Agent Skill Exchange