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CloudTrail 이상 탐지 에이전트

AWS CloudTrail 이벤트 로그를 Lookup Events API를 통해 분석하여 비정상적인 IAM 활동을 탐지합니다. API 호출 패턴의 통계적 기준을 설정하고, 비정상적인 AssumeRole 체인, 새로운 IP에서의 콘솔 로그인, 권한 상승 시도를 플래그합니다.

CloudTrail 이상 탐지 에이전트란 무엇인가요?

이 스킬은 AWS CloudTrail Lookup Events API를 활용하여 IAM 관련 이상 활동을 자동으로 탐지하는 AI 에이전트 스킬입니다. 정상적인 API 호출 패턴의 통계적 기준선(baseline)을 구축한 후, 예상치 못한 AssumeRole 체인, 익숙하지 않은 IP 주소에서의 콘솔 로그인, 권한 상승 시도와 같은 의심스러운 행위를 실시간으로 플래그합니다. 개발자 및 보안 엔지니어는 이 스킬을 통해 대규모 CloudTrail 로그를 수동으로 분석할 필요 없이 잠재적인 보안 위협을 신속하게 식별할 수 있습니다. AWS SDK for Python을 기반으로 하며, LookupEvents API를 통해 Insights 이벤트를 지원하는 trail의 최근 이벤트를 조회합니다. 주로 Amazon Bedrock Agents, Claude Code, Cursor와 같은 AI 코딩 도구 환경에서 사용되며, Agent Skill Exchange에서 제공됩니다.

지원 대상~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/cloudtrail-anomaly-detection-agent
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이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

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문서

CloudTrail 이상 탐지 에이전트은(는) 무엇을 하나요?

AWS CloudTrail 이벤트 로그를 Lookup Events API를 통해 분석하여 비정상적인 IAM 활동을 탐지합니다. API 호출 패턴의 통계적 기준을 설정하고, 비정상적인 AssumeRole 체인, 새로운 IP에서의 콘솔 로그인, 권한 상승 시도를 플래그합니다.

설치

상위 저장소의 요구 사항 및 주의 사항:

  • AWS SDK for Python

기본 사용법 또는 시작하기 노트:

  • LookupEvents는 Insights가 활성화된 trail에 대한 최근 Insights 이벤트를 반환합니다. 이벤트 데이터 저장소에 대한 Insights 이벤트를 보려면 쿼리를 실행할 수 있습니다.

  • 특정 카테고리를 지정하지 않으면 응답에 포함되지 않습니다. 예를 들어, AttributeKey를 'Username'으로, 값을 특정 사용자 이름으로 지정하지 않으면 결과가 제한될 수 있습니다.

  • 출처: https://docs.aws.amazon.com/awscloudtrail/latest/APIReference/API_LookupEvents.html

출처

Individual skills in this repo

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

Academic Paper Citation Network Mapper

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ACF Custom Fields REST Exposer

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ACF Extended for Advanced Custom Fields Workflows

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Activepieces Open Source Workflow Automation

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ActivityWatch Cross-Platform Automated Time Tracker and Producti

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act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

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

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

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

Calls Adobe Firefly

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