---
title: "Datadog APM Anomaly Detector"
description: "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."
verification: "security_reviewed"
source: "https://github.com/DataDog/dd-trace-js"
category:
  - "Monitoring & Alerts"
framework:
  - "ChatGPT Agents"
tool_ecosystem:
  github_repo: "datadog/dd-trace-js"
  github_stars: 791
  npm_package: "dd-trace"
  npm_weekly_downloads: 6596660
---

# 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

Choose whichever fits your setup:

1. Copy this skill folder into your local skills directory.
2. Clone the repo and symlink or copy the skill into your agent workspace.
3. Add the repo as a git submodule if you manage shared skills centrally.
4. Install it through your internal provisioning or packaging workflow.
5. Download the folder directly from GitHub and place it in your skills collection.

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/datadog-apm-anomaly-detector/)