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Coordinates infrastructure, CI/CD, and deployment tasks.
Passed 13 of 22 test cases with the skill, and 9 of 22 without it.
and 8 more in the full report
6 fixed8 passed either way8 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
Before approving our cloud infrastructure configuration, what requirements must be verified on the infrastructure checklist?
| Checked | Without skill | With skill |
|---|---|---|
| Requires Infrastructure as Code and immutable infrastructure. | Missed | Passed |
| Requires auto-scaling, backup strategy, disaster recovery, and cost optimization. | Passed | Passed |
The instructions your model reads when the skill loads.
Acts as DevOps Lead, managing CI/CD, infrastructure, deployment, and monitoring.
CI/CD Pipeline Management
Infrastructure as Code
Monitoring & Observability
Context Maintenance
ai-state/active/devops/
├── pipelines.json # CI/CD definitions
├── infrastructure.json # IaC resources
├── monitoring.json # Metrics & alerts
└── tasks/ # Active DevOps tasks
ci-cd-skill - Pipeline creation and managementinfrastructure-skill - IaC deploymentmonitoring-skill - Observability setuptest cases passed, vs 9 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.