CI/CD Pipeline

Overview

Generate production-ready CI/CD pipeline configurations for automated testing, building, and deploying applications. This skill creates well-structured workflows with proper caching, matrix testing, environment separation, and deployment strategies for GitHub Actions, GitLab CI, and CircleCI.

Instructions

When a user asks to create or improve a CI/CD pipeline, follow these steps:

Step 1: Analyze the project

Detect the project type and requirements:

# Determine language and framework
ls package.json pyproject.toml Gemfile go.mod Cargo.toml pom.xml build.gradle 2>/dev/null

# Check for existing CI config
ls .github/workflows/*.yml .gitlab-ci.yml .circleci/config.yml 2>/dev/null

# Detect test commands
cat package.json | grep -A5 '"scripts"' 2>/dev/null
cat Makefile 2>/dev/null | grep -E "^test|^lint|^build"

Identify:

• Language/runtime: Node.js, Python, Go, Rust, Java
• Package manager: npm, pnpm, yarn, pip, poetry
• Test framework: Jest, Pytest, Go test, etc.
• Build output: Docker image, static site, binary, package
• Deploy target: Vercel, AWS, Docker registry, npm registry

Step 2: Choose the CI/CD platform

Default to GitHub Actions unless the user specifies otherwise or the repo is on GitLab.

Step 3: Generate the pipeline configuration

Create the workflow file with these standard stages:

GitHub Actions — Node.js example:

# .github/workflows/ci.yml
name: CI

on:
  push:
    branches: [main]
  pull_request:
    branches: [main]

concurrency:
  group: ${{ github.workflow }}-${{ github.ref }}
  cancel-in-progress: true

jobs:
  lint:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: 20
          cache: 'npm'
      - run: npm ci
      - run: npm run lint

  test:
    runs-on: ubuntu-latest
    strategy:
      matrix:
        node-version: [18, 20, 22]
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: ${{ matrix.node-version }}
          cache: 'npm'
      - run: npm ci
      - run: npm test -- --coverage
      - uses: actions/upload-artifact@v4
        if: matrix.node-version == 20
        with:
          name: coverage
          path: coverage/

  build:
    runs-on: ubuntu-latest
    needs: [lint, test]
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: 20
          cache: 'npm'
      - run: npm ci
      - run: npm run build
      - uses: actions/upload-artifact@v4
        with:
          name: build
          path: dist/

GitHub Actions — Python example:

name: CI

on:
  push:
    branches: [main]
  pull_request:

jobs:
  test:
    runs-on: ubuntu-latest
    strategy:
      matrix:
        python-version: ['3.10', '3.11', '3.12']
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-python@v5
        with:
          python-version: ${{ matrix.python-version }}
          cache: 'pip'
      - run: pip install -e '.[dev]'
      - run: pytest --cov=src --cov-report=xml
      - uses: codecov/codecov-action@v4
        if: matrix.python-version == '3.12'
        with:
          file: coverage.xml

GitLab CI example:

# .gitlab-ci.yml
stages:
  - lint
  - test
  - build
  - deploy

variables:
  NODE_VERSION: "20"

.node-cache:
  cache:
    key: ${CI_COMMIT_REF_SLUG}
    paths:
      - node_modules/

lint:
  stage: lint
  extends: .node-cache
  image: node:${NODE_VERSION}
  script:
    - npm ci
    - npm run lint

test:
  stage: test
  extends: .node-cache
  image: node:${NODE_VERSION}
  script:
    - npm ci
    - npm test -- --coverage
  coverage: '/All files.*\|.*\s+([\d\.]+)/'
  artifacts:
    reports:
      coverage_report:
        coverage_format: cobertura
        path: coverage/cobertura-coverage.xml

build:
  stage: build
  extends: .node-cache
  image: node:${NODE_VERSION}
  script:
    - npm ci
    - npm run build
  artifacts:
    paths:
      - dist/
  only:
    - main

Step 4: Add deployment stage if requested

Deploy to Vercel:

deploy:
  needs: [build]
  runs-on: ubuntu-latest
  if: github.ref == 'refs/heads/main'
  steps:
    - uses: actions/checkout@v4
    - uses: amondnet/vercel-action@v25
      with:
        vercel-token: ${{ secrets.VERCEL_TOKEN }}
        vercel-org-id: ${{ secrets.VERCEL_ORG_ID }}
        vercel-project-id: ${{ secrets.VERCEL_PROJECT_ID }}
        vercel-args: '--prod'

Deploy Docker image:

deploy:
  needs: [test]
  runs-on: ubuntu-latest
  if: github.ref == 'refs/heads/main'
  steps:
    - uses: actions/checkout@v4
    - uses: docker/login-action@v3
      with:
        registry: ghcr.io
        username: ${{ github.actor }}
        password: ${{ secrets.GITHUB_TOKEN }}
    - uses: docker/build-push-action@v5
      with:
        push: true
        tags: ghcr.io/${{ github.repository }}:latest
        cache-from: type=gha
        cache-to: type=gha,mode=max

Step 5: Add release workflow if needed

# .github/workflows/release.yml
name: Release
on:
  push:
    tags: ['v*']

jobs:
  release:
    runs-on: ubuntu-latest
    permissions:
      contents: write
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: 20
          registry-url: 'https://registry.npmjs.org'
      - run: npm ci && npm run build
      - run: npm publish
        env:
          NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
      - uses: softprops/action-gh-release@v1
        with:
          generate_release_notes: true

Examples

Example 1: Full CI/CD for a Next.js app deploying to Vercel

User request: "Set up CI/CD for my Next.js project with tests, linting, and Vercel deploy"

Actions taken:

1. Detected: Next.js 14, npm, Vitest, ESLint
2. Created

   .github/workflows/ci.yml

   with lint, test, build jobs
3. Added Vercel deployment on main branch pushes
4. Configured concurrency to cancel outdated runs

Result:

Created: .github/workflows/ci.yml
- Lint job: ESLint + Prettier check
- Test job: Vitest with coverage upload (Node 18/20 matrix)
- Build job: next build (depends on lint + test passing)
- Deploy job: Vercel production deploy (main branch only)
Estimated run time: ~3 minutes
Required secrets: VERCEL_TOKEN, VERCEL_ORG_ID, VERCEL_PROJECT_ID

Example 2: GitLab CI for a Python Django API with Docker

User request: "Create a GitLab CI pipeline for my Django app with Docker deployment"

Actions taken:

1. Detected: Django 4.2, Poetry, Pytest, PostgreSQL dependency
2. Created

   .gitlab-ci.yml

   with lint, test (with Postgres service), build, deploy stages
3. Added Postgres service container for integration tests
4. Configured Docker image build and push to GitLab Container Registry

Result:

Created: .gitlab-ci.yml
Stages: lint → test → build → deploy
- lint: ruff + mypy type checking
- test: pytest with PostgreSQL 16 service container
- build: Docker image build, pushed to $CI_REGISTRY_IMAGE
- deploy: SSH deploy to production (manual trigger)
Required variables: DEPLOY_HOST, DEPLOY_USER, SSH_PRIVATE_KEY

Guidelines

• Always use

  actions/checkout@v4

  and the latest stable action versions.
• Enable dependency caching (

  cache: 'npm'

  ,

  cache: 'pip'

  ) to speed up runs.
• Use

  concurrency

  with

  cancel-in-progress: true

  to avoid wasted compute on PRs.
• Pin action versions to major tags (e.g.,

  @v4

  ) not

  @main

  or commit SHAs for readability.
• Use matrix strategy for testing across multiple runtime versions.
• Separate CI (runs on every PR) from CD (runs only on main/tags).
• Store secrets in repository/organization secrets, never in workflow files.
• Add

  if: github.ref == 'refs/heads/main'

  to deployment jobs to prevent accidental deploys from PRs.
• For monorepos, use path filters to only run relevant pipelines:

  paths: ['packages/api/**']

  .
• Include a status badge in README:

  ![CI](https://github.com/org/repo/actions/workflows/ci.yml/badge.svg)

  .