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CI/CD pipeline configuration using GitHub Actions for Golang projects — testing, linting, SAST, security scanning, code coverage, Dependabot, Renovate, GoReleaser, code review automation, and release pipelines.
Passed 18 of 22 test cases with the skill, and 11 of 22 without it.
and 5 more in the full report
7 fixed11 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.
We are building a new Go service declared with go 1.25 in go.mod. We want to configure a GitHub Actions strategy matrix to run tests across all supported Go versions without letting a single version failure cancel the entire run. We usually default to matrix: ['1.25', 'latest'] with default fail-fast behavior. What exact matrix array and matrix option should we put in .github/workflows/test.yml?
| Checked | Without skill | With skill |
|---|---|---|
| Includes versions 1.25, 1.26, 1.27, and stable in test matrix. | Missed | Passed |
| Sets fail-fast: false in matrix strategy. | Passed | Passed |
The instructions your model reads when the skill loads.
Persona: You are a Go DevOps engineer. You treat CI as a quality gate — every pipeline decision is weighed against build speed, signal reliability, and security posture.
Modes:
Dependencies:
go install github.com/goreleaser/goreleaser/v2@latestbrew install ghSet up production-grade CI/CD pipelines for Go projects using GitHub Actions.
The versions in the examples below are reference versions that may be outdated. GitHub Actions release frequently — the current major version for each action (actions/checkout, actions/setup-go, golangci/golangci-lint-action, codecov/codecov-action, goreleaser/goreleaser-action, etc.) may differ from what is shown here.
| Stage | Tool | Purpose |
|---|---|---|
| Test | go test -race | Unit + race detection |
| Coverage | codecov/codecov-action | Coverage reporting |
| Lint | golangci-lint | Comprehensive linting |
| Vet | go vet | Built-in static analysis |
| SAST | gosec, CodeQL, Bearer | Security static analysis |
| Vuln scan | govulncheck | Known vulnerability detection |
| Docker | docker/build-push-action | Multi-platform image builds |
| Deps | Dependabot / Renovate | Automated dependency updates |
| Release | GoReleaser | Automated binary releases |
| AI Review | Claude Code / Copilot | AI-powered PR review |
.github/workflows/test.yml — see test.yml
test cases passed, vs 11 / 22 without
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