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google/google-cloud-waf-sustainability

Google Cloud Well-Architected Frameworkの持続可能性に焦点を当てた設計原則と推奨事項に基づき、Google Cloud上のワークロードに持続可能性重視のガイダンスを生成します。ワークロードの評価、環境影響要件の特定、持続可能な構築・デプロイ・管理のための実用的な推奨事項を提供します。

google-cloud-waf-sustainability とは?

This skill, called 'google/google-cloud-waf-sustainability,' provides AI-driven sustainability guidance for workloads running on Google Cloud Platform. It leverages the Google Cloud Well-Architected Framework (WAF) design principles specifically for the sustainability pillar, which focuses on minimizing the environmental impact of cloud workloads. The skill is designed to evaluate existing or planned workloads, identify requirements related to environmental impact, and deliver actionable, prescriptive recommendations for building, deploying, and managing workloads sustainably in Google Cloud. It supports AI agents like Claude Code and Cursor by analyzing workload context (e.g., infrastructure, services, usage patterns) and mapping them to sustainability best practices such as optimizing resource utilization, choosing efficient regions, and adopting carbon-aware strategies. The summary produced by this skill is concise yet comprehensive, enabling developers and cloud architects to integrate sustainability considerations seamlessly into their cloud operations without deep expertise in the domain.

対応~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/google/skills/tree/main/skills/google-cloud-waf-sustainability

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ドキュメント

google-cloud-waf-sustainability は何をしますか?

Google Cloud Well-Architected Framework(WAF)の持続可能性設計原則と推奨事項に基づき、Google Cloud上のワークロードに持続可能性重視のガイダンスを生成します。このスキルを使用して、ワークロードの評価、環境影響要件の特定、およびワークロードをGoogle Cloudで持続可能に構築、デプロイ、管理するための実用的な推奨事項を提供します。

概要

Google Cloudにおける持続可能性は、炭素排出量と環境負荷を最小限に抑えることに焦点を当てています。このスキルは、WAFの持続可能性の柱を活用し、以下のガイダンスを提供します:

  • ワークロードの環境影響要件の特定
  • リソース使用量の最適化
  • 効率的なリージョンの選択
  • カーボンアウェアな戦略の採用
  • ベストプラクティスに基づく実用的な推奨事項

使い方

このスキルは、AIエージェント(Claude Code、Cursorなど)と連携して動作します。以下の手順で使用します:

  1. ワークロードの説明を提供する(アーキテクチャ、使用しているサービス、リージョンなど)
  2. スキルがワークロードを分析し、持続可能性の観点から評価
  3. 改善のための実用的な推奨事項を生成
  4. 推奨事項に基づいてワークロードを修正

サポートされるプラットフォーム

  • Claude Code
  • Cursor
  • その他のAIエージェント

例

# ワークロードの説明例
ワークロード:eコマースアプリケーション
サービス:Compute Engine、Cloud Storage、Cloud SQL
リージョン:us-central1
トラフィックパターン:時間帯により変動

出力例:

  • リソース最適化:プリエンプティブルVMを使用してコストと炭素排出量を削減
  • リージョン選択:低炭素リージョン(例:us-west1)への移行を検討
  • スケジューリング:カーボンインテンシティが低い時間帯にバッチジョブを実行

設計原則

このスキルは、Google Cloud Well-Architected Frameworkの以下の持続可能性設計原則に基づいています:

  1. ワークロードの環境影響を理解する
  2. 効率的なリソースを使用する
  3. カーボンアウェアな運用を採用する
  4. 持続可能性を設計プロセスに組み込む
  5. 継続的な改善を行う

注意事項

  • このスキルはガイダンスを提供するものであり、実際の環境影響を測定するものではありません。
  • 推奨事項は、特定のワークロードの要件と制約に基づいて調整する必要があります。
  • Google Cloudの最新の持続可能性イニシアチブとツール(Carbon Footprint推定など)を常に確認してください。

関連リソース

Individual skills in this repo

This repo contains 18 individual skills — each has its own dedicated page.

google/agent-platform-skill-registry

Interact with the Gemini Enterprise Agent Platform Skill Registry to create and search for available skills. Use this skill to enable agents to register functionality or discover new capabilities.

google/alloydb-basics

Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB model context protocol (MCP) tools for automated database operations.

google/bigquery-basics

Manages datasets, tables, and jobs in BigQuery, and integrates with BigQuery ML and Gemini for advanced data analytics and AI-driven insights. Use when you need to interact with BigQuery, run SQL queries, manage BigQuery resources, or leverage BigQuery's built-in ML capabilities. Also use when performing data analysis, ingesting data into BigQuery, or developing AI applications on BigQuery.

google/cloud-run-basics

Manages Cloud Run services, jobs, and worker pools. Use when you need to deploy applications responding to HTTP requests (services), run event-triggered or scheduled tasks (jobs), or handle always-on pull-based background processing (worker pools).

google/cloud-sql-basics

This file generates or explains Cloud SQL resources. Use this file when the user asks to create a Cloud SQL instance or database for MySQL, PostgreSQL, or SQL Server. Cloud SQL manages third-party MySQL, PostgreSQL, and SQL Server instances as resources in Cloud SQL. For example, when Cloud SQL creates an open-source MySQL instance, the resulting resource is a Cloud SQL for MySQL instance that Google Cloud manages. Cloud SQL handles backups, high availability, and secure connectivity for relational database workloads.

google/firebase-basics

Use this skill whenever you are working on a project that uses Firebase products or services, especially for mobile or web apps.

google/gemini-api

Use when the user asks about using Gemini in an enterprise environment or explicitly mentions Vertex AI, Google Cloud, or Agent Platform. Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK. Covers SDK usage (Python, JS/TS, Go, Java, C#), capabilities like multimodal inputs, tools, media generation, caching, batch prediction, and Live API.

google/gemini-interactions-api

Guides the usage of Gemini Interactions API on Gemini Enterprise Agent Platform. Use when the user wants to use the stateful, server-managed Interactions API for multi-turn conversations, background execution, streaming, structured output, and function calling on the Agent Platform.

google/gke-basics

Plan, create, and configure production-ready Google Kubernetes Engine (GKE) clusters using the golden path Autopilot configuration. Covers Day-0 checklist, Autopilot vs Standard, networking (private clusters, VPC-native, Gateway API), security (Workload Identity, Secret Manager, RBAC hardening), observability, scaling, cost optimization, and AI/ML inference. WHEN: create GKE cluster, provision GKE environment, design GKE networking, secure GKE, optimize GKE cost, GKE autoscaling, GKE inference, GKE upgrade, GKE observability, GKE multi-tenancy, GKE batch, GKE HPC, GKE compute class.

google/google-cloud-networking-observability

Investigates Google Cloud networking issues by analyzing logs, metrics, and diagnostics. Use when investigating VPC Flow Logs (including cost estimation), NAT, firewall, or threat logs, querying latency and throughput metrics, or running Connectivity Tests for path diagnostics. Don't use for generic VM management or non-observability tasks.

google/google-cloud-recipe-auth

Provides expert guidance on authenticating and authorizing to Google Cloud services and APIs, covering human users, service identities, Application Default Credentials (ADC), and best practices for secure access.

google/google-cloud-recipe-networking-observability

Investigates Google Cloud networking issues by analyzing logs, metrics, and diagnostics. Use when investigating VPC Flow Logs, NAT, firewall, or threat logs, querying latency and throughput metrics, or running Connectivity Tests for path diagnostics.

google/google-cloud-recipe-onboarding

Guides a developer's first steps on Google Cloud, covering account creation, billing setup, project management, and deploying a first resource. Use when a new developer wants to initialize their first Google Cloud project, configure billing, and verify deployment. Don't use for enterprise organization setup (use Google Cloud Setup guided flow for that instead). Don't use for complex multi-project architectures.

google/google-cloud-waf-cost-optimization

Generates cost optimization guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate a workload, identify cost requirements and constraints, and provide actionable recommendations for build, deploy, and manage the workload cost-efficiently in Google Cloud.

google/google-cloud-waf-operational-excellence

Generates operations-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Operational Excellence pillar of the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate a workload, identify operational requirements, and provide actionable recommendations for deployment, monitoring, and incident management.

google/google-cloud-waf-performance-optimization

Generates performance-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Performance Optimization pillar of the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate a workload, identify performance requirements, and provide actionable recommendations for resource allocation, modular design, and elasticity.

google/google-cloud-waf-reliability

Generates reliability-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework. Use this skill to evaluate a workload, identify reliability requirements, and provide actionable recommendations for build, deploy, and manage the workload reliably in Google Cloud.

google/google-cloud-waf-security

Generates security-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate a workload, identify security requirements, and provide actionable recommendations for IAM, network security, data protection, and operational security.

関連スキル