CloudWatch 메트릭과 Prometheus 시계열 데이터에서 통계적 이상 징후를 자동 탐지하여 incident-response의 입력 소스로 제공한다. 베이스라인 학습(7일 이동 평균 + 3σ), 다변량 상관 분석, 계절성 보정을 수행하며 탐지된 anomaly를 severity 분류하여 알람을 생성한다.
$npx -y skills add aws-samples/sample-oh-my-aidlcops --skill anomaly-detectionInstalls into the current project.
Run `npx skills use "https://github.com/aws-samples/sample-oh-my-aidlcops" --skill "aws-samples/sample-oh-my-aidlcops/anomaly-detection"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/aws-samples/sample-oh-my-aidlcops" that are relevant to the current task. Run `npx skills add "https://github.com/aws-samples/sample-oh-my-aidlcops"` and select the relevant skills, then follow their instructions.