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DevOps for CI/CD, containers, Kubernetes, and Terraform.
Passed 16 of 22 test cases with the skill, and 4 of 22 without it.
and 7 more in the full report
12 fixed4 passed either way6 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
I have a Python web application repo and want an automated build, test, and release workflow set up. Please create the build workflow definition along with a deployment configuration that handles health validation and automated rollbacks.
| Checked | Without skill | With skill |
|---|---|---|
| Asks the user to clarify the target CI/CD platform before outputting code. | Missed | Passed |
The instructions your model reads when the skill loads.
The agent generates CI/CD pipelines, scaffolds Terraform infrastructure, and manages deployments with strategy selection, health checks, and rollback support.
Before generating pipelines or infra, confirm these inputs. If any is unknown or vague, ASK — do not assume:
terraform_scaffolder)Stop rule: ask only the 2-3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the artifact.
| Tool | Purpose | Command |
|---|---|---|
pipeline_generator.py | Analyze a project and generate a CI/CD pipeline config (GitHub Actions, GitLab CI, Jenkins, CircleCI) | python scripts/pipeline_generator.py <project-path> --json |
terraform_scaffolder.py | Scaffold a Terraform module structure with state config | python scripts/terraform_scaffolder.py <target-path> --json |
deployment_manager.py | Produce a deployment plan with health checks and rollback | python scripts/deployment_manager.py <target-path> --json |
All tools support --verbose/-v, --json for machine-readable output, and --output/-o for file writing.
test cases passed, vs 4 / 22 without
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