Cloudwatch Anomaly Detector

---
name: "CloudWatch Anomaly Detector"
slug: "cloudwatch-anomaly-detector"
description: "Creates and manages CloudWatch Anomaly Detection bands using AWS SDK PutAnomalyDetector and GetMetricData APIs. Generates alerts when metrics breach learned baselines with configurable sensitivity."
verification: "security_reviewed"
source: "https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/CloudWatch_Anomaly_Detection.html"
author: "Amazon Web Services"
category: "Monitoring & Alerts"
framework: "Gemini"
---

# CloudWatch Anomaly Detector

Creates and manages CloudWatch Anomaly Detection bands using AWS SDK PutAnomalyDetector and GetMetricData APIs. Generates alerts when metrics breach learned baselines with configurable sensitivity.

## Installation

Basic usage or getting-started notes:
- The machine learning model is specific to a metric and a statistic. For example, if you
- extend outside of logical values. For example, the band for MemoryUtilization of an EC2 instance will stay between 0 and 100, and the bands
- This works for any metric that returns a float value, such as CPU usage, request latency,

- Source: https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/CloudWatch_Anomaly_Detection.html

## Documentation

- https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/CloudWatch_Anomaly_Detection.html

## Source

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