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Production-ready GitHub Actions workflow patterns for testing, building, and deploying applications.
Passed 9 of 26 test cases with the skill, and 7 of 26 without it.
2 fixed7 passed either way17 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
In our GitHub Actions EKS deployment job, right after running `kubectl apply -f k8s/`, what specific verification commands should we execute to ensure that 'my-app' was successfully rolled out to the production namespace and inspect its state?
| Checked | Without skill | With skill |
|---|---|---|
| Executes kubectl get pods -n production | Passed | Passed |
| Executes kubectl describe deployment my-app -n production | Missed | Passed |
The instructions your model reads when the skill loads.
Implement testing, matrix builds, artifact preparation or an explicitly authorized deployment workflow for an existing repository.
Inspect the repository's actual scripts, lockfile, supported runtimes, required check names and release policy. Read resources/implementation-playbook.md and references/common-workflows.md before choosing job boundaries.
This Node example assumes the target repository declares npm test and supports Node 22. Adapt the runtime and command to the actual project. The pinned action revisions are explicit review inputs; verify them before adopting or updating the template.
name: Test
on:
pull_request:
push:
branches: [main]
permissions:
contents: read
jobs:
test:
runs-on: ubuntu-latest
timeout-minutes: 15
steps:
- uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd
with:
persist-credentials: false
- uses: actions/setup-node@a0853c24544627f65ddf259abe73b1d18a591444
with:
node-version: '22'
cache: npm
- run: npm ci
- run: npm test
test cases passed, vs 7 / 26 without
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