google-cloud-waf-cost-optimization

Name: google-cloud-waf-cost-optimization
Author: jmxt3

32stars3forks

How to install google-cloud-waf-cost-optimization?

jmxt3/gitscape.ai/google-cloud-waf-cost-optimization

$npx -y skills add jmxt3/gitscape.ai --skill google-cloud-waf-cost-optimization

Installs into the current project.

Summary

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

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SKILL.md

1	# Google Cloud Well-Architected Framework skill for the Cost Optimization pillar
2
3	## Overview
4
5	The Cost Optimization pillar of the Google Cloud Well-Architected Framework
6	provides a structured approach to optimize the costs of your cloud workloads
7	while maximizing business value. Cloud costs differ significantly from
8	on-premises capital expenditure (CapEx) models, requiring a shift to operational
9	expenditure (OpEx) management and a culture of accountability (FinOps).
10
11	## Core principles
12
13	The recommendations in the cost optimization pillar of the Well-Architected
14	Framework are aligned with the following core principles:
15
16	- Align cloud spending with business value: Ensure that your cloud
17	resources deliver measurable business value by aligning IT spending with
18	business objectives. Prioritize investments that directly contribute to
19	revenue, customer satisfaction, or operational efficiency. Grounding
20	document:
21	https://docs.cloud.google.com/architecture/framework/cost-optimization/align-cloud-spending-business-value
22
23	- Foster a culture of cost awareness: Ensure that people across your
24	organization consider the cost impact of their decisions and activities.
25	Provide teams with the visibility and information they need to make informed,
26	cost-conscious choices. Grounding document:
27	https://docs.cloud.google.com/architecture/framework/cost-optimization/foster-culture-cost-awareness
28
29	- Optimize resource usage: Provision only the resources that you need and
30	pay only for what you consume. Select the most cost-effective resource types,
31	sizes, and locations that meet your technical and business requirements.
32	Grounding document:
33	https://docs.cloud.google.com/architecture/framework/cost-optimization/optimize-resource-usage
34
35	- Optimize continuously: Continuously monitor your cloud resource usage and
36	costs, and proactively make adjustments as needed to optimize your spending.
37	This iterative approach helps identify and address inefficiencies before they
38	become significant. Grounding document:
39	https://docs.cloud.google.com/architecture/framework/cost-optimization/optimize-continuously
40
41	## Relevant Google Cloud products
42
43	The following are _examples_ of Google Cloud products and features that are
44	relevant to cost optimization:
45
46	- Visibility and monitoring:
47
48	- Cloud Billing reports: Native dashboards for visualizing spending and
49	trends.
50	- BigQuery billing export: Enables granular, custom analysis of billing
51	data using SQL and BI tools.
52	- Looker Studio: Used for creating detailed, shared cost dashboards and
53	reports.
54	- Billing alerts and budgets: Automated notifications when spending
55	reaches predefined thresholds.
56
57	- Automation and optimization tools:
58
59	- Recommender / Active Assist: Automatically identifies idle resources,
60	rightsizing opportunities, and unused commitments.
61	- Cloud Hub Optimization: Integrates billing and resource utilization data
62	to help developers and application owners quickly identify their most
63	expensive, fluctuating, or underutilized cloud resources.
64	- FinOps hub: Presents active savings and optimization opportunities in
65	one dashboard.
66	- Billing quotas: Limits on resource consumption to prevent unexpected
67	cost spikes.
68
69	- Efficient infrastructure:
70
71	- Managed services and serverless services: Services like Cloud Run, Cloud
72	Run functions, and GKE Autopilot reduce operational overhead and pay-per-use
73	scaling.
74	- Compute Engine: Use of Spot VMs for fault-tolerant workloads and
75	Committed Use Discounts (CUDs) for stable workloads.
76	- Cloud Storage Lifecycle Policies: Automatically moves data to lower-cost
77	storage classes (Nearline, Coldline, Archive) based on age or access.
78
79	- Organization and governance:
80
81	- Resource Manager: Logical structure (Organizations, Folders, Projects)
82	for cost attribution.
83	- Labels: Metadata tags for categorizing and filtering costs by
84	environment, team, or application.
85	- Organization Policy Service: Enforces constraints (e.g., restricted
86	regions or machine types) to control costs.
87
88	## Workload assessment questions
89
90	Ask appropriate questions to understand the cost-related requirements and
91	constraints of the workload and the user's organization. Choose questions from
92	the following list:
93
94	- How do you incorporate cost considerations into your cloud architecture design
95	process?
96	- How do you foster a culture of cost awareness among your development teams?
97	- How do you monitor and manage cl

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Type

google-cloud-waf-cost-optimization

32stars3forks

View on GitHub

How to install google-cloud-waf-cost-optimization?

jmxt3/gitscape.ai/google-cloud-waf-cost-optimization

$npx -y skills add jmxt3/gitscape.ai --skill google-cloud-waf-cost-optimization

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# Google Cloud Well-Architected Framework skill for the Cost Optimization pillar
2
3	## Overview
4
5	The Cost Optimization pillar of the Google Cloud Well-Architected Framework
6	provides a structured approach to optimize the costs of your cloud workloads
7	while maximizing business value. Cloud costs differ significantly from
8	on-premises capital expenditure (CapEx) models, requiring a shift to operational
9	expenditure (OpEx) management and a culture of accountability (FinOps).
10
11	## Core principles
12
13	The recommendations in the cost optimization pillar of the Well-Architected
14	Framework are aligned with the following core principles:
15
16	- Align cloud spending with business value: Ensure that your cloud
17	resources deliver measurable business value by aligning IT spending with
18	business objectives. Prioritize investments that directly contribute to
19	revenue, customer satisfaction, or operational efficiency. Grounding
20	document:
21	https://docs.cloud.google.com/architecture/framework/cost-optimization/align-cloud-spending-business-value
22
23	- Foster a culture of cost awareness: Ensure that people across your
24	organization consider the cost impact of their decisions and activities.
25	Provide teams with the visibility and information they need to make informed,
26	cost-conscious choices. Grounding document:
27	https://docs.cloud.google.com/architecture/framework/cost-optimization/foster-culture-cost-awareness
28
29	- Optimize resource usage: Provision only the resources that you need and
30	pay only for what you consume. Select the most cost-effective resource types,
31	sizes, and locations that meet your technical and business requirements.
32	Grounding document:
33	https://docs.cloud.google.com/architecture/framework/cost-optimization/optimize-resource-usage
34
35	- Optimize continuously: Continuously monitor your cloud resource usage and
36	costs, and proactively make adjustments as needed to optimize your spending.
37	This iterative approach helps identify and address inefficiencies before they
38	become significant. Grounding document:
39	https://docs.cloud.google.com/architecture/framework/cost-optimization/optimize-continuously
40
41	## Relevant Google Cloud products
42
43	The following are _examples_ of Google Cloud products and features that are
44	relevant to cost optimization:
45
46	- Visibility and monitoring:
47
48	- Cloud Billing reports: Native dashboards for visualizing spending and
49	trends.
50	- BigQuery billing export: Enables granular, custom analysis of billing
51	data using SQL and BI tools.
52	- Looker Studio: Used for creating detailed, shared cost dashboards and
53	reports.
54	- Billing alerts and budgets: Automated notifications when spending
55	reaches predefined thresholds.
56
57	- Automation and optimization tools:
58
59	- Recommender / Active Assist: Automatically identifies idle resources,
60	rightsizing opportunities, and unused commitments.
61	- Cloud Hub Optimization: Integrates billing and resource utilization data
62	to help developers and application owners quickly identify their most
63	expensive, fluctuating, or underutilized cloud resources.
64	- FinOps hub: Presents active savings and optimization opportunities in
65	one dashboard.
66	- Billing quotas: Limits on resource consumption to prevent unexpected
67	cost spikes.
68
69	- Efficient infrastructure:
70
71	- Managed services and serverless services: Services like Cloud Run, Cloud
72	Run functions, and GKE Autopilot reduce operational overhead and pay-per-use
73	scaling.
74	- Compute Engine: Use of Spot VMs for fault-tolerant workloads and
75	Committed Use Discounts (CUDs) for stable workloads.
76	- Cloud Storage Lifecycle Policies: Automatically moves data to lower-cost
77	storage classes (Nearline, Coldline, Archive) based on age or access.
78
79	- Organization and governance:
80
81	- Resource Manager: Logical structure (Organizations, Folders, Projects)
82	for cost attribution.
83	- Labels: Metadata tags for categorizing and filtering costs by
84	environment, team, or application.
85	- Organization Policy Service: Enforces constraints (e.g., restricted
86	regions or machine types) to control costs.
87
88	## Workload assessment questions
89
90	Ask appropriate questions to understand the cost-related requirements and
91	constraints of the workload and the user's organization. Choose questions from
92	the following list:
93
94	- How do you incorporate cost considerations into your cloud architecture design
95	process?
96	- How do you foster a culture of cost awareness among your development teams?
97	- How do you monitor and manage cl

People who liked this also viewed

6 picks

Type