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Production deployment principles and decision-making.
Passed 19 of 22 test cases with the skill, and 19 of 22 without it.
2 fixed17 passed either way1 still failing2 broke
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One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
When evaluating build readiness during canary deployments, engineers frequently focus only on error rates and CPU usage. Provide a comprehensive breakdown of the mandatory category domains that must be verified during deployment.
| Checked | Without skill | With skill |
|---|---|---|
| The response categorizes deployment verification into 4 explicit domain categories | Missed | Passed |
| The response includes functional correctness and system observability among the categories | Passed | Passed |
The instructions your model reads when the skill loads.
Deployment principles and decision-making for safe production releases. Learn to THINK, not memorize scripts.
This skill teaches deployment principles, not bash scripts to copy.
test cases passed, vs 19 / 22 without
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