---
title: "Datadog Anomaly Detection Agent"
description: "Monitors Datadog metric streams using the Datadog API v2 and applies ML-based anomaly detection to alert on infrastructure drift. Integrates with PagerDuty and Slack webhooks for multi-channel incident routing."
verification: "security_reviewed"
source: "https://github.com/DataDog/dd-trace-js"
category:
  - "Monitoring & Alerts"
framework:
  - "OpenClaw"
tool_ecosystem:
  github_repo: "datadog/dd-trace-js"
  github_stars: 791
  npm_package: "dd-trace"
  npm_weekly_downloads: 6596660
---

# Datadog Anomaly Detection Agent

Monitors Datadog metric streams using the Datadog API v2 and applies ML-based anomaly detection to alert on infrastructure drift. Integrates with PagerDuty and Slack webhooks for multi-channel incident routing.

## 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-anomaly-detection-agent-2/)