AWS CloudWatch Logs Insights クエリと異常検出 API を使用して、CloudWatch ログ内の異常なパターンを検出します。エラーレートの急上昇やレイテンシの劣化を、コンテキスト付きのログサンプルとともに提示します。
CloudWatch ログ異常検出器は、AWS CloudWatch Logs のログデータを分析し、異常なパターンを自動的に検出するスキルです。CloudWatch Logs Insights クエリと異常検出 API を活用し、エラーレートのスパイクやレイテンシの劣化といった問題を、関連するログサンプルと共に特定します。これにより、開発者や運用担当者は、手動でログを精査する手間を省き、迅速に問題の根本原因を特定できます。主に AWS 環境で動作し、Agent Skill Exchange から入手可能です。動作原理としては、事前定義されたクエリパターンや機械学習ベースの異常検出アルゴリズムを用いて、ログデータの時系列的な変化を監視し、統計的に有意な逸脱を検出します。
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/cloudwatch-log-anomaly-detectorAWS CloudWatch Logs Insights クエリと異常検出 API を使用して、CloudWatch ログ内の異常なパターンを検出します。エラーレートの急上昇やレイテンシの劣化を、コンテキスト付きのログサンプルとともに提示します。
基本的な使用方法や開始方法のメモ：
例として、以下の3つのログイベントのサンプルを参照してください。
値。例えば、特定のトークン値が突然500%増加した場合、
アプリケーションのパフォーマンスが低下している場合。例えば、通常より高い数の
ソース: https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/LogsAnomalyDetection.html
This repo contains 20 individual skills — each has its own dedicated page.
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.
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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.
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Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.
ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.
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.
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.
Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.
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.
Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.
Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.
Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.
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Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.
Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.
Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.
Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.
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.
Calls Adobe Firefly
Extract frames or short clips from videos using ffmpeg.
Summarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.
Use when testing, fixing, or extending the OpenClaw Control UI GUI with Vitest + Playwright end-to-end checks, mocked Gateway WebSocket flows, mocked dashboard runs, screenshots/videos, or agent-verifiable browser proof.
Obra superpowers agent skills.
See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand- extract frames, build visual/semantic/temporal indexes, and search moments with timestamps and auto-clips. Act- transcode and normalize (codec, fps, resolution, aspect ratio), perform timeline edits (subtitles, text/image overlays, branding, audio overlays, dubbing, translation), generate media assets (image, audio...
End-to-end marketing campaign planning and execution. Covers audience research, positioning, campaign angle definition, landing page copy, email sequences, social posts, ad copy, short-form video scripts, and content calendars. Use as the orchestration layer for multi-channel product launches. Use when planning or executing a multi-channel product launch, or producing landing page, email, social, or ad copy.