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Audit and reduce infrastructure and tooling costs without sacrificing reliability or velocity.
Passed 19 of 23 test cases with the skill, and 13 of 23 without it.
and 5 more in the full report
6 fixed13 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our team stores 50 TB of access logs in S3 Standard storage. Analysis shows logs older than 30 days are accessed less than once per year. Which cost lever covers setting up automated lifecycle rules to shift older data to Glacier?
| Checked | Without skill | With skill |
|---|---|---|
| Classify transitioning static logs from active standard S3 storage to Glacier Deep Archive under the Restructure lever. | Missed | Passed |
The instructions your model reads when the skill loads.
Audit cloud, SaaS, and infrastructure spend. Cut what's not earning its keep. Rightsize what's oversized. Negotiate what's negotiable. Without breaking what works.
incident-response)performance-optimization)vendor-evaluation)Every cost optimization opportunity falls into one of these levers.
test cases passed, vs 13 / 23 without
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