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AWS CloudWatch 異常調查員

使用 AWS SDK 的 CloudWatch.getMetricData 和 Logs.filterLogEvents API 來調查 CloudWatch 指標異常，並將指標突波與日誌模式及 CodeDeploy 的部署事件相關聯。

AWS CloudWatch 異常調查員 是什麼？

此技能旨在協助開發者與 AI 代理程式調查 AWS CloudWatch 中的指標異常。它整合了 AWS SDK 的 `CloudWatch.getMetricData` 與 `Logs.filterLogEvents` API，能自動抓取異常時間範圍內的指標資料，並交叉比對相關的日誌事件。此外，該技能還會從 CodeDeploy 擷取部署事件，將指標突波與最近的程式碼變更或部署活動建立關聯，從而快速定位問題根因。此技能支援多種執行環境（Node.js、瀏覽器、React Native），並建議透過 yarn 進行安裝與管理相依套件。開發者可以參考 AWS SDK v3 的官方 GitHub 儲存庫與文件來取得完整的安裝指南與使用範例。

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npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/aws-cloudwatch-anomaly-investigator
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說明文件

AWS CloudWatch 異常調查員 是做什麼的？

使用 AWS SDK 的 CloudWatch.getMetricData 和 Logs.filterLogEvents API 來調查 CloudWatch 指標異常，並將指標突波與日誌模式及 CodeDeploy 的部署事件相關聯。

安裝

請使用符合您環境的上游安裝或設定路徑：

  • 讓我們逐步設定一個依賴於 DynamoDB SDK 並進行簡單服務呼叫的專案。以下步驟以 yarn 為範例。這些步驟假設您已安裝 Node.js 和 yarn。
  • git clone https://github.com/aws/aws-sdk-js-v3.git
  • yarn && yarn test:all
  • yarn pack .

上游的需求與注意事項：

基本使用或入門備註：

來源

Individual skills in this repo

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

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Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

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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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