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Use this skill for CI/CD pipelines, Docker containerization, Kubernetes orchestration, cloud infrastructure, Infrastructure as Code (IaC), deployment strategies, monitoring, observability, and DevSecOps. Trigger on keywords: pipeline, Docker, Kubernetes, K8s, CI/CD, GitHub Actions, Terraform, cloud, AWS, GCP, Azure, deploy, container, helm, monitoring, observability, IaC.
Passed 17 of 22 test cases with the skill, and 15 of 22 without it.
and 3 more in the full report
3 fixed14 passed either way4 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
What explicit syntax should be used in a Dockerfile HEALTHCHECK instruction to probe an HTTP service endpoint at /health on port 3000 every 30 seconds?
| Checked | Without skill | With skill |
|---|---|---|
| Uses wget -qO- http://localhost:3000/health || exit 1 within the HEALTHCHECK CMD | Missed | Passed |
The instructions your model reads when the skill loads.
Infrastructure should be code — version-controlled, reviewed, tested, and reproducible. Every deployment should be automated, auditable, and reversible. Security is not a final step; it is embedded in every stage of the pipeline.
Code Push → Lint & Format → Unit Tests → Build → Integration Tests → Security Scan → Deploy to Staging → E2E Tests → Deploy to Production
name: CI/CD Pipeline
on:
push:
branches: [main, develop]
pull_request:
branches: [main]
jobs:
quality:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Setup
uses: actions/setup-node@v4 # or setup-python, etc.
with:
node-version: '20'
cache: 'npm'
- run: npm ci
- run: npm run lint
- run: npm run type-check
- run: npm run test:unit -- --coverage
test cases passed, vs 15 / 22 without
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