Authors fast, cheap, maintainable GitHub Actions workflows applying 2026 best practices: caching with `hashFiles` + `restore-keys`, parallelization via matrix + artifacts, reusability (composite actions for steps, reusable workflows for jobs), security (SHA-pinned actions, least-privilege `GITHUB_TOKEN`, concurrency), trackable errors (named steps, step summaries, annotations, and stdout/stderr that always reaches the run log so agents can act on failures), and feedback for comment-triggered ...
Scanned 9/3/2026
Install to Claude Code
npx -y skills add mthines/agent-skills --skill github-actions-author --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Github Actions Author?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/mthines-github-actions-author)More formats (shields.io, HTML) on the badges page.
---
name: github-actions-author
description: >
Authors fast, cheap, maintainable GitHub Actions workflows applying
2026 best practices: caching with `hashFiles` + `restore-keys`,
parallelization via matrix + artifacts, reusability (composite actions
for steps, reusable workflows for jobs), security (SHA-pinned actions,
least-privilege `GITHUB_TOKEN`, concurrency), trackable errors
(named steps, step summaries, annotations, and stdout/stderr that always
reaches the run log so agents can act on failures), and feedback for
comment-triggered runs (👀 acknowledgement reaction on start, 🚀/👎
outcome reaction plus a run-linked comment at the end). Two modes: `scaffold`
(default) generates workflow YAML; `review` audits an existing
workflow against the same rules. Use when creating CI/CD pipelines,
optimizing slow workflows, deduping copy-pasted YAML across repos, or
auditing workflow security. Triggers on "github action",
"github workflow", "ci pipeline", "create workflow", "speed up ci",
"review my workflow", "/github-actions-author".
disable-model-invocation: true
argument-hint: '[scaffold|review] [<workflow-file>]'
license: MIT
metadata:
author: mthines
version: '1.2.0'
workflow_type: scaffolder
tags:
- github-actions
- ci-cd
- workflows
- caching
- reusable-workflows
- composite-actions
- matrix
- security
- oidc
- logging
- feedback
- reactions
---
# GitHub Actions Author
Generate or audit GitHub Actions workflow YAML against 2026 best
practices for speed, cost, reusability, and security.
> **This `SKILL.md` is a thin index.** Detailed rules live in
> [`rules/*.md`](./rules/) and load on demand. Drop-in starters live in
> [`templates/*.md`](./templates/). The decision tree for picking a
> shape lives in [`references/decision-tree.md`](./references/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 `$GITHUB_STEP_SUMMARY`, or in `/dev/null` is invisible to `gh run view <run-id> --log-failed` — the only surface `/ci-auto-fix`, `/test-auto-fix`, `/implement-suggestion`, and an on-call human read a failure from.
A failing step that printed nothing cannot be diagnosed or fixed by an agent; it can only be escalated.
Minimum bar for every `run:` block:
```yaml
- name: Run unit tests
shell: bash
run: |
set -euo pipefail
npm test 2>&1 | tee test-output.log # tee, never `> file`
```
Forbidden outright: `> /dev/null`, `2>/dev/null`, `cmd > out.txt 2>&1`, `--silent`, `--quiet`, `-q`, a machine-only reporter with no human output, and `|| true` without echoing the captured output and exit code.
`tee` requires `set -o pipefail`, otherwise the step goes green on a failed command.
Full rule, decision table, examples, and the review-mode grep:
[`rules/log-output-visibility.md`](./rules/log-output-visibility.md) — read it in Phase 4 of scaffold and in every review.
---
## Mode Detection
Parse `$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`](./references/decision-tree.md) | Trigger, stack, and shape (single / matrix / reusable) confirmed. |
| 1 | Anatomy + triggers | [`rules/workflow-anatomy.md`](./rules/workflow-anatomy.md), [`rules/triggers-and-concurrency.md`](./rules/triggers-and-concurrency.md) | `on:` block scoped (branches + paths), concurrency set. |
| 2 | Speed (cache + parallel) | [`rules/caching.md`](./rules/caching.md), [`rules/parallelization.md`](./rules/parallelization.md) | Cache key is `hashFiles`-based with `restore-keys`; independent jobs run in parallel. |
| 3 | Reusability | [`rules/reusability.md`](./rules/reusability.md) | Any block used > 1 place is extracted to a composite action or reusable workflow. |
| 4 | Security + errors | [`rules/security.md`](./rules/security.md), [`rules/observability.md`](./rules/observability.md), [`rules/log-output-visibility.md`](./rules/log-output-visibility.md), [`rules/feedback.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:
1. **Workflow purpose** — one sentence. CI, deploy, release, scheduled,
manual, or composite/reusable shared piece?
2. **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 — see
[`rules/feedback.md`](./rules/feedback.md).
3. **Stack** — Node (npm/yarn/pnpm/bun), Python (pip/uv/poetry), Go,
Rust, Java/Gradle, Docker, mixed?
4. **Shape** — single job, matrix (axes?), build-then-test (artifact
hand-off), or split jobs (lint / typecheck / test / build) running
in parallel?
5. **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`](./rules/reusability.md).
6. **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](#definition-of-done) checklist below.
---
## Review Workflow
Read the target `.yml` and produce a structured report — do not mutate
unless asked.
1. Parse the workflow: triggers, jobs, steps, permissions, concurrency.
2. 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:
```bash
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
report `n/a` rather than guessing):
```bash
gh run list --workflow <file>.yml --status completed --limit 10 \
--json databaseId --jq '.[].databaseId' \
| while read -r id; do
gh run view "$id" --log 2>/dev/null \
| grep -hoE 'Cache restored from key|Cache not found'
done | sort | uniq -c
```
3. For each rule file in [`rules/`](./rules/), mark **PASS / WARN /
FAIL** with one line of evidence (`line N: <quote>`).
Log visibility is mandatory in every review — run the grep in
[`rules/log-output-visibility.md`](./rules/log-output-visibility.md#verification)
and report every unjustified hit as a **FAIL**.
4. End with a prioritised "Top 3 fixes" list — biggest speed / cost /
security wins first.
5. Offer to apply the fixes if the user wants — switch to `scaffold`
mode for that section.
Format:
```
Workflow: .github/workflows/ci.yml
Lines: 142
Jobs: 4
Average run (last 10): 7m12s # or: n/a (no completed runs)
Cache hit rate (last 10): 30% # or: n/a (logs expired / no cache steps)
Anatomy: PASS
Triggers + concurrency: WARN — no `cancel-in-progress` on PR (line 8)
Caching: FAIL — primary key uses `github.sha`, no `restore-keys` (line 34)
Parallelization: PASS
Reusability: WARN — install-deps duplicated across 3 jobs (lines 28, 71, 94)
Security: FAIL — `actions/checkout@v4` tag-pinned, no SHA (line 22)
Observability: WARN — 4 unnamed steps (lines 31, 45, 68, 102)
Log visibility: FAIL — `npm test > test.log 2>&1` hides all output (line 57); `npm ci --silent` (line 29)
Top 3 fixes:
1. Replace `github.sha` cache key with `${{ 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.
| Phase | Files |
| ----- | --------------------------------------------------------------------------------------------------------------------------- |
| 0 | [`references/decision-tree.md`](./references/decision-tree.md) |
| 1 | [`rules/workflow-anatomy.md`](./rules/workflow-anatomy.md), [`rules/triggers-and-concurrency.md`](./rules/triggers-and-concurrency.md) |
| 2 | [`rules/caching.md`](./rules/caching.md), [`rules/parallelization.md`](./rules/parallelization.md) |
| 3 | [`rules/reusability.md`](./rules/reusability.md) |
| 4 | [`rules/security.md`](./rules/security.md), [`rules/observability.md`](./rules/observability.md), [`rules/log-output-visibility.md`](./rules/log-output-visibility.md), [`rules/feedback.md`](./rules/feedback.md) |
Drop-in starters in [`templates/`](./templates/):
- [`node-ci.yml.md`](./templates/node-ci.yml.md) — Node.js CI with cache, matrix, parallel jobs.
- [`python-ci.yml.md`](./templates/python-ci.yml.md) — Python CI with pip cache.
- [`reusable-workflow.yml.md`](./templates/reusable-workflow.yml.md) — `workflow_call` callee + caller.
- [`composite-action.yml.md`](./templates/composite-action.yml.md) — `.github/actions/<name>/action.yml`.
- [`deploy-oidc.yml.md`](./templates/deploy-oidc.yml.md) — deploy with OIDC, no long-lived secrets.
---
## Core Principles
1. **Cache the package manager's global directory, not `node_modules`.**
Use `actions/setup-node@<sha> { cache: 'npm' }` or `actions/cache@<sha>` keyed by `hashFiles('lockfile')` with `restore-keys` fallback.
2. **One responsibility per workflow file.** `ci.yml`, `deploy.yml`,
`release.yml`, `scheduled.yml`. Resist the mega-workflow.
3. **Parallelize first, then cache.** Splitting lint / typecheck / test
into separate jobs gives near-linear wins; cache reduces the cold
tail.
4. **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.
5. **SHA-pin every third-party action.** Tags are mutable; SHAs are
immutable. `actions/checkout@<40-hex> # v4.2.0`.
6. **Least-privilege `GITHUB_TOKEN`.** Start with `permissions: {}` at
the workflow level; grant per-job. Read-only by default in
2023+ repos — keep it that way.
7. **`concurrency` is mandatory.** PRs use `cancel-in-progress: true`;
deploys use `cancel-in-progress: false`. No exceptions.
8. **Name every step.** Anonymous `run:` blocks are unsearchable in logs
and unsourceable in failure annotations.
9. **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 thing `gh run view --log-failed` returns, and it is
what agents act on. See
[`rules/log-output-visibility.md`](./rules/log-output-visibility.md).
10. **Comment-triggered runs must give feedback.** A workflow with no PR
status check (`issue_comment`, `pull_request_review_comment`,
`pull_request_review`, or a `workflow_dispatch` a 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_review` has no
reactable comment, so it uses a single sticky PR comment for both beats.
See [`rules/feedback.md`](./rules/feedback.md).
---
## Anti-patterns (one-liners — full list in each rule file)
- `@main` / `@latest` / unpinned third-party action.
- Primary cache key includes `${{ github.sha }}`.
- `permissions: write-all` (or the default, unset, on a pre-2023 repo).
- Lint, typecheck, and test glued sequentially in one job.
- Composite action that defines `jobs:` (it can't — that's a workflow).
- Reusable workflow used to wrap two shell steps.
- `cancel-in-progress: true` on a deploy workflow.
- Unscoped `on: push:` triggering on every branch and every path.
- 20 anonymous `run:` blocks with no `name:`.
- Secrets passed as workflow inputs instead of `secrets:` map.
- Output redirected to a file or `/dev/null` instead of `tee`-d to the log.
- `--silent` / `--quiet` / `-q` on a step whose job is to report.
- Machine-only reporter (JUnit/SARIF/JSON) with no human output on stdout.
- Diagnostics uploaded as an artifact or written only to `$GITHUB_STEP_SUMMARY`.
- `|| true` or `continue-on-error: true` with nothing echoed.
- `tee` without `set -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.
- [ ] `concurrency` is set with the correct `cancel-in-progress` value
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.Z` comment.
- [ ] Cache key uses `hashFiles(<lockfile>)` and includes `runner.os`
(plus matrix axes); `restore-keys` is 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", not `npm-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 to `tee` (or any pipe) sets
`set -o pipefail`.
- [ ] Every `|| true` / `continue-on-error: true` step echoes the captured
output and its exit code.
- [ ] The log-visibility grep from
[`rules/log-output-visibility.md`](./rules/log-output-visibility.md#verification)
returns no unjustified hits.
- [ ] If comment-triggered and producing no PR status check — `issue_comment`,
`pull_request_review_comment`, `pull_request_review`, or a
`workflow_dispatch` a comment or bot fired, per the trigger table in
[`rules/feedback.md`](./rules/feedback.md#when-this-rule-applies) — the
workflow acknowledges as its first step and reports the outcome on both
paths, with `issues: write` / `pull-requests: write` granted 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.
A `pull_request_review` trigger carries none — GitHub exposes no
reactions endpoint for a review — so it uses a single sticky PR comment
for both beats. A `workflow_dispatch` fired from the Actions UI has no
triggering comment and is out of scope.
- [ ] If using OIDC, `id-token: write` is 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.
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!