google-cloud-waf-cost-optimization

Generates cost optimization recommendations for Google Cloud workloads using the Well-Architected Framework.

Updated Dec 9, 2025
One-click install
npx skills add https://github.com/Aki2022/skills --skill google-cloud-waf-cost-optimization-aki2022
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: google-cloud-waf-cost-optimization
Source: https://github.com/Aki2022/skills/tree/main/google-cloud-waf-cost-optimization
Command: npx skills add https://github.com/Aki2022/skills --skill google-cloud-waf-cost-optimization-aki2022

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Cloud teams often struggle to control Google Cloud spending because costs are spread across projects, services, and teams without clear attribution or optimization practices. This Skill provides structured guidance based on the Google Cloud Well-Architected Framework Cost Optimization pillar to evaluate workloads and produce actionable cost-saving recommendations. ## Core Features & Use Cases - Workload Assessment: Asks targeted questions about cost culture, monitoring, provisioning, and optimization practices to understand requirements and constraints. - Framework-Grounded Recommendations: Aligns guidance with the four core principles of the Cost Optimization pillar, each linked to official Google Cloud documentation. - Validation Checklist: Evaluates architectures against concrete criteria such as labeling coverage, BigQuery billing export, budgets, rightsizing, CUD coverage, and storage lifecycle policies. - Use Case: A platform engineer preparing for a quarterly cost review uses this Skill to assess a GKE and Cloud Run workload, identify idle resources and missing labels, and produce a prioritized list of optimization actions. ## Quick Start Review my Google Cloud workload architecture and give me cost optimization recommendations based on the Well-Architected Framework.

Frequently Asked Questions about google-cloud-waf-cost-optimization

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize Google Cloud costs for my workload?

Assess the workload against the four Cost Optimization pillar principles: align spending with business value, foster cost awareness, optimize resource usage, and optimize continuously. Then apply the validation checklist covering labels, budgets, rightsizing, and idle resource cleanup.

What Google Cloud tools help with cost visibility and monitoring?

Cloud Billing reports, BigQuery billing export, and Looker Studio provide spending visibility and custom analysis. Budgets with billing alerts, the FinOps hub, and Recommender (Active Assist) surface savings opportunities and notify teams of threshold breaches.

How do I reduce compute costs on Google Cloud?

Use Spot VMs for fault-tolerant workloads and Committed Use Discounts for stable, predictable workloads. Prefer serverless options like Cloud Run or GKE Autopilot for new workloads, and apply Active Assist rightsizing recommendations regularly.

Does this Skill cover other Well-Architected Framework pillars?

No, it focuses exclusively on the Cost Optimization pillar. Other pillars such as security, reliability, and performance efficiency require separate guidance and are outside this Skill's scope.

How do I track cost attribution across teams and projects in Google Cloud?

Use Resource Manager to structure resources into organizations, folders, and projects, and apply labels such as env, team, and app to every resource. Combine this with BigQuery billing export for granular per-team cost analysis.