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Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis.
Passed 20 of 22 test cases with the skill, and 19 of 22 without it.
1 fixed19 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
Write a Terraform locals block defining standard cost allocation tags for infrastructure governance across cloud environments. Make sure to include standard tag keys for environment, project, accounting department, owner, and IaC tool.
| Checked | Without skill | With skill |
|---|---|---|
| includes Environment, Project, and CostCenter tag keys | Missed | Passed |
| includes Owner and ManagedBy tag keys | Passed | Passed |
The instructions your model reads when the skill loads.
Strategies and patterns for optimizing cloud costs across AWS, Azure, and GCP.
Implement systematic cost optimization strategies to reduce cloud spending while maintaining performance and reliability.
test cases passed, vs 19 / 22 without
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