Generate or audit GitHub Actions workflow YAML against 2026 best practices for speed, cost, reusability, and security.
This
SKILL.mdis a thin index. Detailed rules live inrules/*.mdand load on demand. Drop-in starters live intemplates/*.md. The decision tree for picking a shape lives inreferences/decision-tree.md.
Non-negotiable — every step's output reaches the run log
This applies to both modes and outranks every other preference in this skill.
Every command in every scaffolded or reviewed workflow must write its stdout and stderr to the job log.
Output that lands only in a file, only in an artifact, only in $GITHUB_STEP_SUMMARY, or in /dev/null is invisible to gh run view <run-id> --log-failed — the only surface /ci-auto-fix, /test-auto-fix, /implement-suggestion, and an on-call human read a failure from.
A failing step that printed nothing cannot be diagnosed or fixed by an agent; it can only be escalated.
Minimum bar for every run: block:
- name: Run unit tests
shell: bash
run: |
set -euo pipefail
npm test 2>&1 | tee test-output.log # tee, never `> file`
Forbidden outright: > /dev/null, 2>/dev/null, cmd > out.txt 2>&1, --silent, --quiet, -q, a machine-only reporter with no human output, and || true without echoing the captured output and exit code.
tee requires set -o pipefail, otherwise the step goes green on a failed command.
Full rule, decision table, examples, and the review-mode grep:
rules/log-output-visibility.md — read it in Phase 4 of scaffold and in every review.
Mode Detection
Parse $ARGUMENTS (first token):
| Mode | Default | Trigger |
|---|---|---|
scaffold |
yes | Default. "create", "scaffold", "new workflow", or no token. |
review |
"review", "audit", path to an existing .github/workflows/*. |
State the detected mode and target in one line before continuing:
Mode: scaffold
Target: .github/workflows/ci.yml
Scaffold Workflow
Five phases. Each has a gate; do not proceed until it passes.
| Phase | Name | Rule file | Gate |
|---|---|---|---|
| 0 | Intent + shape | references/decision-tree.md |
Trigger, stack, and shape (single / matrix / reusable) confirmed. |
| 1 | Anatomy + triggers | rules/workflow-anatomy.md, rules/triggers-and-concurrency.md |
on: block scoped (branches + paths), concurrency set. |
| 2 | Speed (cache + parallel) | rules/caching.md, rules/parallelization.md |
Cache key is hashFiles-based with restore-keys; independent jobs run in parallel. |
| 3 | Reusability | rules/reusability.md |
Any block used > 1 place is extracted to a composite action or reusable workflow. |
| 4 | Security + errors | rules/security.md, rules/observability.md, rules/log-output-visibility.md, rules/feedback.md |
Third-party actions SHA-pinned, permissions: minimal, every step named, failures surface a stack-trace path, every command's stdout + stderr reaches the run log, and any comment-triggered workflow — including a workflow_dispatch a comment or bot fired, but not one fired from the Actions UI — acknowledges (👀) and reports its outcome (🚀/👎 + run link). |
Phase 0 — Intent and shape
Ask in one batched message:
- Workflow purpose — one sentence. CI, deploy, release, scheduled, manual, or composite/reusable shared piece?
- Trigger surface — push, pull_request, schedule, workflow_dispatch,
workflow_call, or a comment / slash command (
issue_comment,pull_request_review_comment,pull_request_review)? Which branches? Which path globs (to skip irrelevant runs)? Comment-triggered runs additionally require acknowledgement + outcome feedback — seerules/feedback.md. - Stack — Node (npm/yarn/pnpm/bun), Python (pip/uv/poetry), Go, Rust, Java/Gradle, Docker, mixed?
- Shape — single job, matrix (axes?), build-then-test (artifact hand-off), or split jobs (lint / typecheck / test / build) running in parallel?
- Reuse — is this YAML duplicated across repos or workflows? If so,
refactor target is a composite action (steps) or reusable workflow
(jobs) — see
rules/reusability.md. - Secrets — none, repo secrets, environment secrets, or OIDC to a cloud provider (AWS/GCP/Azure)?
Repeat the answers back before generating.
Phase 1–4
Walk each phase using the linked rule file. Each rule is self-contained and includes a decision table plus a good/bad example.
Phase 5 — Self-check
Run the Definition of Done checklist below.
Review Workflow
Read the target .yml and produce a structured report — do not mutate
unless asked.
-
Parse the workflow: triggers, jobs, steps, permissions, concurrency.
-
Measure the run metrics — report each metric when computable; print
n/a (<reason>)otherwise (no runs yet, logs expired, no cache steps).Average run duration over the last 10 completed runs:
gh run list --workflow <file>.yml --status completed --limit 10 \ --json startedAt,updatedAt \ --jq 'map((.updatedAt | fromdate) - (.startedAt | fromdate)) | add / length | round | "\(. / 60 | floor)m\(. % 60)s"'Cache hit rate over the last 10 completed runs — count cache-restore outcomes in the logs (hit rate =
Cache restored÷ total restore attempts; logs older than the retention window return nothing, so reportn/arather than guessing):gh run list --workflow <file>.yml --status completed --limit 10 \ --json databaseId --jq '.[].databaseId' \ | while read -r id; do gh run view "$id" --log 2>/dev/null \ | grep -hoE 'Cache restored from key|Cache not found' done | sort | uniq -c -
For each rule file in
rules/, mark PASS / WARN / FAIL with one line of evidence (line N: <quote>). Log visibility is mandatory in every review — run the grep inrules/log-output-visibility.mdand report every unjustified hit as a FAIL. -
End with a prioritised "Top 3 fixes" list — biggest speed / cost / security wins first.
-
Offer to apply the fixes if the user wants — switch to
scaffoldmode for that section.
Format:
Workflow: .github/workflows/ci.yml
Lines: 142
Jobs: 4
Average run (last 10): 7m12s # or: n/a (no completed runs)
Cache hit rate (last 10): 30% # or: n/a (logs expired / no cache steps)
Anatomy: PASS
Triggers + concurrency: WARN — no `cancel-in-progress` on PR (line 8)
Caching: FAIL — primary key uses `github.sha`, no `restore-keys` (line 34)
Parallelization: PASS
Reusability: WARN — install-deps duplicated across 3 jobs (lines 28, 71, 94)
Security: FAIL — `actions/checkout@v4` tag-pinned, no SHA (line 22)
Observability: WARN — 4 unnamed steps (lines 31, 45, 68, 102)
Log visibility: FAIL — `npm test > test.log 2>&1` hides all output (line 57); `npm ci --silent` (line 29)
Top 3 fixes:
1. Replace `github.sha` cache key with `${{ hashFiles('package-lock.json') }}` + restore-keys (line 34) — expected 60-80% faster on cache hits.
2. SHA-pin every third-party action, comment with the version (line 22, 38, 51).
3. Extract install-deps into `.github/actions/setup-node-deps/action.yml` (composite) — removes 2x 40 LOC duplication.
Required Reading by Phase
Load on demand — do not preload.
Drop-in starters in templates/:
node-ci.yml.md— Node.js CI with cache, matrix, parallel jobs.python-ci.yml.md— Python CI with pip cache.reusable-workflow.yml.md—workflow_callcallee + caller.composite-action.yml.md—.github/actions/<name>/action.yml.deploy-oidc.yml.md— deploy with OIDC, no long-lived secrets.
Core Principles
- Cache the package manager's global directory, not
node_modules. Useactions/setup-node@<sha> { cache: 'npm' }oractions/cache@<sha>keyed byhashFiles('lockfile')withrestore-keysfallback. - One responsibility per workflow file.
ci.yml,deploy.yml,release.yml,scheduled.yml. Resist the mega-workflow. - Parallelize first, then cache. Splitting lint / typecheck / test into separate jobs gives near-linear wins; cache reduces the cold tail.
- Composite actions for steps, reusable workflows for jobs. Never put job orchestration into a composite action; never use a reusable workflow to wrap two shell lines.
- SHA-pin every third-party action. Tags are mutable; SHAs are
immutable.
actions/checkout@<40-hex> # v4.2.0. - Least-privilege
GITHUB_TOKEN. Start withpermissions: {}at the workflow level; grant per-job. Read-only by default in 2023+ repos — keep it that way. concurrencyis mandatory. PRs usecancel-in-progress: true; deploys usecancel-in-progress: false. No exceptions.- Name every step. Anonymous
run:blocks are unsearchable in logs and unsourceable in failure annotations. - Never swallow output. Every command's stdout and stderr must reach
the run log —
tee, never>; no--silent/--quiet//dev/null. The log is the only thinggh run view --log-failedreturns, and it is what agents act on. Seerules/log-output-visibility.md. - Comment-triggered runs must give feedback. A workflow with no PR
status check (
issue_comment,pull_request_review_comment,pull_request_review, or aworkflow_dispatcha comment or bot fired) is invisible. Acknowledge as the first step, then report the outcome on both paths — a 🚀/👍 reaction on success, a 👎 reaction plus a comment linking the run on failure.pull_request_reviewhas no reactable comment, so it uses a single sticky PR comment for both beats. Seerules/feedback.md.
Anti-patterns (one-liners — full list in each rule file)
@main/@latest/ unpinned third-party action.- Primary cache key includes
${{ github.sha }}. permissions: write-all(or the default, unset, on a pre-2023 repo).- Lint, typecheck, and test glued sequentially in one job.
- Composite action that defines
jobs:(it can't — that's a workflow). - Reusable workflow used to wrap two shell steps.
cancel-in-progress: trueon a deploy workflow.- Unscoped
on: push:triggering on every branch and every path. - 20 anonymous
run:blocks with noname:. - Secrets passed as workflow inputs instead of
secrets:map. - Output redirected to a file or
/dev/nullinstead oftee-d to the log. --silent/--quiet/-qon a step whose job is to report.- Machine-only reporter (JUnit/SARIF/JSON) with no human output on stdout.
- Diagnostics uploaded as an artifact or written only to
$GITHUB_STEP_SUMMARY. || trueorcontinue-on-error: truewith nothing echoed.teewithoutset -o pipefail(green job, failed command).- Comment/slash-command workflow that never reacts to the triggering comment (user can't tell it ran).
- Feedback only on success — a failed comment-triggered run left with no reaction or comment.
- Failure reaction (👎) with no comment linking the run (user knows it broke, not where).
- Reacting to a comment before gating the command by author / prefix (any user drives the bot).
Definition of Done
A scaffold run is done when:
- Workflow purpose, triggers, stack, and shape were confirmed before any YAML was written.
-
on:block is scoped to the relevant branches and paths. -
concurrencyis set with the correctcancel-in-progressvalue for the workflow type. -
permissions:is set at the workflow level (or every job) and lists only what each job actually needs. - Every third-party action is pinned to a full-length commit SHA
with a
# vX.Y.Zcomment. - Cache key uses
hashFiles(<lockfile>)and includesrunner.os(plus matrix axes);restore-keysis present. - Independent jobs run in parallel; sequential dependencies are
explicit via
needs:. - Repeated step blocks are extracted (composite action) or repeated job blocks are extracted (reusable workflow).
- Every step has a
name:that reads as a sentence ("Install dependencies", notnpm-ci). - Failure paths surface to the PR via annotations or
$GITHUB_STEP_SUMMARY. - Every command's stdout and stderr reaches the run log — no
/dev/null, no file-only redirection, no--silent/--quiet, no machine-only reporter. - Every
run:block that pipes totee(or any pipe) setsset -o pipefail. - Every
|| true/continue-on-error: truestep echoes the captured output and its exit code. - The log-visibility grep from
rules/log-output-visibility.mdreturns no unjustified hits. - If comment-triggered and producing no PR status check —
issue_comment,pull_request_review_comment,pull_request_review, or aworkflow_dispatcha comment or bot fired, per the trigger table inrules/feedback.md— the workflow acknowledges as its first step and reports the outcome on both paths, withissues: write/pull-requests: writegranted and the command gated before it acknowledges. Where the trigger carries a reactable comment that means a 👀 reaction first, then a 🚀/👍 reaction on success and a 👎 reaction plus a run-linked comment on failure. Apull_request_reviewtrigger carries none — GitHub exposes no reactions endpoint for a review — so it uses a single sticky PR comment for both beats. Aworkflow_dispatchfired from the Actions UI has no triggering comment and is out of scope. - If using OIDC,
id-token: writeis set at the job level only. - User received a one-paragraph summary of what was created and where to commit it.
A review run is done when:
- Every rule produced a PASS / WARN / FAIL with line evidence.
- Log visibility was checked with the grep and reported explicitly.
- Top 3 fixes are ranked by impact (speed, cost, or security).
- User received an offer to apply the fixes interactively.