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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).

Install / Use

npx skills add google/skills --skill google-cloud-waf-operational-excellence

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

88/100

Category

Operations

Supported Platforms

Universal

Our assessment of google-cloud-waf-operational-excellence

google-cloud-waf-operational-excellence scores 88/100 on our quality scale, 122nd of 259 Operations skills we index (top 48%).

Its SKILL.md is 6.8 KB long, split into 6 sections and no code examples: a thorough specification that gives an agent plenty to work with.

With 20,340 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
29/30
Structure
11/20
Description
15/15
Adoption
18/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 2 days ago, so google-cloud-waf-operational-excellence is actively maintained.
  • It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

Safety scan

No issues found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.

Automated pattern scan on 2026-09-26. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

google-cloud-waf-operational-excellence compared with similar skills

All 4 of these similar skills score higher than google-cloud-waf-operational-excellence; compare them before choosing.

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google-cloud-waf-operational-excellence (this skill)by google8820.3k2d agoSKILL.md
algorithmic-artby anthropics100177.9k3d agoSKILL.md
pptxby anthropics100177.9k3d agoSKILL.md
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Frequently asked questions

How do I install google-cloud-waf-operational-excellence?
Run npx skills add google/skills --skill google-cloud-waf-operational-excellence. The install tabs above show the steps for each supported agent.
Which AI agents does google-cloud-waf-operational-excellence work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is google-cloud-waf-operational-excellence safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is google-cloud-waf-operational-excellence still maintained?
The repository was last updated 2 days ago, so google-cloud-waf-operational-excellence is actively maintained.

name: google-cloud-waf-operational-excellence metadata: version: "1.0.0" category: WellArchitectedFramework description: >- 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 Cloud Well-Architected Framework skill for the Operational Excellence pillar

Overview

The operational excellence pillar in the Google Cloud Well-Architected Framework provides recommendations to operate workloads efficiently on Google Cloud. Operational excellence in the cloud involves designing, implementing, and managing cloud solutions that provide value, performance, security, and reliability. The recommendations in this pillar help you to continuously improve and adapt workloads to meet the dynamic and ever-evolving needs in the cloud.

Core principles

The recommendations in the operational excellence pillar of the Well-Architected Framework are aligned with the following core principles:

  • Ensure operational readiness: Define and measure criteria for a workload to be considered ready for production, including staffing, processes, and governance. Grounding document: https://docs.cloud.google.com/architecture/framework/operational-excellence/operational-readiness-and-performance-using-cloudops.md.txt

  • Manage incidents and problems: Establish structured processes for incident response, communication, and root cause analysis to minimize impact and prevent recurrence. Grounding document: https://docs.cloud.google.com/architecture/framework/operational-excellence/manage-incidents-and-problems.md.txt

  • Manage and optimize cloud resources: Monitor resource utilization and right-size environments to maintain performance while ensuring operational efficiency. Grounding document: https://docs.cloud.google.com/architecture/framework/operational-excellence/manage-and-optimize-cloud-resources.md.txt

  • Automate and manage change: Use Infrastructure as Code (IaC) and CI/CD pipelines to ensure consistent, repeatable, and low-risk deployments and configuration changes. Grounding document: https://docs.cloud.google.com/architecture/framework/operational-excellence/automate-and-manage-change.md.txt

  • Continuously improve and innovate: Regularly review architectures, monitor industry trends, and adapt operations to meet evolving business needs. Grounding document: https://docs.cloud.google.com/architecture/framework/operational-excellence/continuously-improve-and-innovate.md.txt

Relevant Google Cloud products

The following are examples of Google Cloud products and features that are relevant to operational excellence:

  • Observability and monitoring

    • Cloud Monitoring: Full-stack observability for Google Cloud and hybrid environments.
    • Cloud Logging: Real-time log management and analysis at scale.
    • Error Reporting: Aggregates and displays errors for running cloud services.
    • Service Monitoring: Tools for defining and tracking Service Level Objectives (SLOs).
  • Automation and CI/CD

    • Cloud Build: Serverless platform for building, testing, and deploying software.
    • Cloud Deploy: Managed continuous delivery service for GKE, Cloud Run, and GCE.
    • Terraform / Infrastructure Manager: Managed service for Infrastructure as Code (IaC) automation.
    • Artifact Registry: Central repository for managing build artifacts and container images.
  • Resource management and optimization

    • Recommender (Active Assist): Automatically identifies idle resources and right-sizing opportunities.
    • Resource Manager: Hierarchical management of resources across organizations, folders, and projects.
  • Incident response

    • Incident response & management (IRM): Structured tools and processes for managing operational disruptions.

Workload assessment questions

Ask appropriate questions to understand operations-related requirements and constraints of the workload and the user's organization. Choose questions from the following list:

  • Operational readiness and performance

    • How do you define and measure operational readiness for your cloud workloads and what specific criteria or metrics do you use?
    • Describe your process for defining, tracking, and achieving SLOs for your critical workloads.
  • Incident and problem management

    • Describe your incident management process, including roles, responsibilities, and communication channels.
    • How do you conduct post-incident reviews (PIRs) to identify root causes and implement preventive measures?
  • Resource management and optimization

    • How do you ensure that your cloud resources are right-sized for your workloads, and what tools or techniques do you use?
  • Change automation

    • Describe your change management process, including approval workflows, testing procedures, and deployment strategies.
    • How do you automate deployments, ensure their consistency and manage configuration?
  • Continuous improvement

    • How do you ensure that your cloud operations are continuously adapting to meet evolving business needs and technological advancements?

Validation checklist

Use the following checklist to evaluate the architecture's alignment with operational excellence recommendations:

  • Operational readiness

    • [ ] A formal framework or set of criteria exists to assess operational readiness before production deployment.
    • [ ] Service Level Objectives (SLOs) are explicitly defined and monitored using automated tools.
  • Incident management

    • [ ] Incident response roles and communication channels are clearly defined and documented.
    • [ ] A structured, blameless post-mortem process is followed for all major incidents.
  • Change automation

    • [ ] All infrastructure changes are performed using Infrastructure as Code (IaC) to ensure consistency.
    • [ ] CI/CD pipelines are integrated with automated testing for all deployment changes.
  • Resource optimization

    • [ ] Resource utilization is regularly reviewed using recommendations from Active Assist or performance data.
  • Culture of improvement

    • [ ] A documented strategy is in place for regularly reviewing and adapting cloud operations to industry advancements.

Related Skills

View on GitHub
GitHub Stars20.3k
CategoryOperations
Updated2d ago
Forks1.7k

Languages

Python

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions