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AWS CloudWatch 로그 이상 탐지기

CloudWatch Logs Insights API와 CloudWatch Anomaly Detection API를 사용하여 AWS CloudWatch 로그를 스캔합니다. 로그 그룹 전체에서 비정상적인 오류 패턴, 지연 시간 급증, 로그 볼륨 이상을 식별합니다.

AWS CloudWatch 로그 이상 탐지기란 무엇인가요?

이 스킬은 AWS CloudWatch 로그에서 이상 징후를 자동으로 탐지하는 도구입니다. CloudWatch Logs Insights API를 활용해 로그 그룹에 저장된 방대한 로그 데이터를 질의하고, CloudWatch Anomaly Detection API를 통해 비정상적인 오류 패턴, 지연 시간 스파이크, 로그 볼륨 변화를 식별합니다. 개발자와 운영팀은 이 스킬을 사용해 장애 징후나 성능 저하를 사전에 감지하고 대응할 수 있습니다. 주로 Node.js 환경에서 사용되며, AWS SDK for JavaScript v3을 기반으로 동작합니다. 필요한 의존성을 설치하고 간단한 설정만 하면 바로 사용할 수 있습니다.

지원 대상~Claude Code✓Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/aws-cloudwatch-log-anomaly-scanner
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문서

AWS CloudWatch 로그 이상 탐지기은(는) 무엇을 하나요?

CloudWatch Logs Insights API와 CloudWatch Anomaly Detection API를 사용하여 AWS CloudWatch 로그를 스캔합니다. 로그 그룹 전체에서 비정상적인 오류 패턴, 지연 시간 급증, 로그 볼륨 이상을 식별합니다.

설치

환경에 맞는 업스트림 설치 또는 설정 경로를 사용하세요.

  • SDK에서 DynamoDB에 의존하는 프로젝트를 설정하고 간단한 서비스 호출을 수행하는 과정을 함께 살펴보겠습니다. 다음 단계는 예시로 yarn을 사용합니다. Node.js와 yarn이 이미 설치되어 있다고 가정합니다.
  • git clone https://github.com/aws/aws-sdk-js-v3.git
  • yarn && yarn test:all
  • yarn pack .

업스트림의 요구 사항 및 주의 사항:

기본 사용법 또는 시작 방법:

출처

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

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Add executable smoke tests for shell scripts and CLIs before ref

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Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

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Add Postgres-native vector retrieval to agent and RAG workflows

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Address GitHub PR review comments from the current branch with g

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Add runtime guardrails to TypeScript agents with VoltAgent

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Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

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