What kind of cost savings can I expect?

By following the right-sizing and spot instance strategies provided, users can often identify discounts ranging from 30% to 90% compared to standard on-demand pricing.

Can it help me identify hidden costs?

Yes, it guides you to look beyond compute to include data transfer, storage archives, and total cost of ownership including operational overhead.

Does this skill work with all major cloud providers?

Yes, it includes specialized best practices grounded in AWS, Google Cloud, and Microsoft Azure cost optimization frameworks.

Will this skill automatically cut costs at the expense of performance?

No, the skill includes built-in guardrails against the 'Chasing Lowest Cost' anti-pattern, ensuring optimizations are made subject to your SLA and reliability constraints.

Cloud Cost Optimization

Name: Cloud Cost Optimization
Author: sethdford

bysethdford

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云基础设施

Reduces cloud infrastructure and operational costs through systematic right-sizing, resource scheduling, and architectural improvements.

The Cost Optimization skill transforms Claude into a FinOps-aware architect capable of auditing cloud expenditures across AWS, Azure, and GCP. It provides a structured methodology to identify top cost drivers, calculate unit economics, and implement high-ROI optimizations like Spot Instances and Reserved Instances. By focusing on the intersection of performance and price, this skill ensures that infrastructure budget reductions never come at the expense of SLAs, reliability, or data integrity, helping teams maintain lean and efficient operations.

主要功能

01SLA-aware guardrails to prevent performance degradation

02Cloud infrastructure cost-driver analysis and breakdown

03Unit economics benchmarking (cost per request/transaction)

049 GitHub stars

05Discount modeling for Reserved Instances and Spot capacity

06Right-sizing guidance for compute, storage, and databases

使用场景

01Auditing monthly cloud bills to identify and eliminate wasted resources

02Designing high-scale architectures with minimized data transfer costs

03Optimizing non-critical dev/test environments for maximum cost savings

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sethdford/claude-skills cost-optimization

For use in Claude.ai and ChatGPT

主要功能

01SLA-aware guardrails to prevent performance degradation

02Cloud infrastructure cost-driver analysis and breakdown

03Unit economics benchmarking (cost per request/transaction)

049 GitHub stars

05Discount modeling for Reserved Instances and Spot capacity

06Right-sizing guidance for compute, storage, and databases

使用场景

01Auditing monthly cloud bills to identify and eliminate wasted resources

02Designing high-scale architectures with minimized data transfer costs

03Optimizing non-critical dev/test environments for maximum cost savings

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sethdford/claude-skills cost-optimization

For use in Claude.ai and ChatGPT