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Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration.
Passed 19 of 23 test cases with the skill, and 12 of 23 without it.
and 5 more in the full report
7 fixed12 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
A pipeline developer needs template YAML files for setting up manual and time-based approval gates. Where in the repository asset folder structure are these templates located?
| Checked | Without skill | With skill |
|---|---|---|
| references assets/approval-gate-template.yml | Missed | Passed |
The instructions your model reads when the skill loads.
Architecture patterns for multi-stage CI/CD pipelines with approval gates and deployment strategies.
Design robust, secure deployment pipelines that balance speed with safety through proper stage organization and approval workflows.
┌─────────┐ ┌──────┐ ┌─────────┐ ┌────────┐ ┌──────────┐
│ Build │ → │ Test │ → │ Staging │ → │ Approve│ → │Production│
└─────────┘ └──────┘ └─────────┘ └────────┘ └──────────┘
test cases passed, vs 12 / 23 without
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