academic-paper-reviewe…
Simulates academic peer review, evaluating papers across Originality, Methodology, Results, and Writing to provide Major/Minor…
Provide CI/CD best practices and pipeline templates for GitHub Actions and GitLab CI, recommending configurations based on project type (frontend, backend, fullstack, library, monorepo, mobile). Trigger when users ask about setting up CI/CD, automating builds, improving
Claude Code
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Codex
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Cursor
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Gemini CLI
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GitHub Copilot
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name: pipeline-blueprint description: "Provide CI/CD best practices and pipeline templates for GitHub Actions and GitLab CI, recommending configurations based on project type (frontend, backend, fullstack, library, monorepo, mobile). Trigger when users ask about setting up CI/CD, automating builds, improving pipelines, or mention keywords like GitHub Actions, GitLab CI, pipeline templates, or deployment automation." license: MIT
This skill provides CI/CD pipeline templates and best practices for **GitHub Actions** and **GitLab CI**. It recommends configurations based on project type, helping teams quickly set up reliable, secure, and efficient pipelines.
When a user describes their project (language, framework, deployment target), recommend the most appropriate pipeline template below. Adapt stages, caching strategies, and deployment steps to match their stack.
---
1. **Fail fast**: Run linting and unit tests before expensive integration or E2E tests. 2. **Cache aggressively**: Cache dependency directories (`node_modules`, `.pip_cache`, `.m2`, `.gradle`) to speed up builds. 3. **Pin versions**: Pin CI runner images, tool versions, and action versions to SHA or exact tags — never use `latest`. 4. **Least privilege**: Use minimal permissions for tokens and credentials. Prefer OIDC over long-lived secrets where supported. 5. **Parallelize**: Split test suites across parallel jobs. Use matrix builds for multi-version testing. 6. **Immutable artifacts**: Build once, promote the same artifact through staging → production. 7. **Branch protection**: Require CI to pass before merging. Use status checks on the default branch.
---
**Key stages**: Install → Lint → Test → Build → Deploy
name: Frontend CI/CD
on:
push:
branches: [main]
pull_request:
branches: [main]
permissions:
contents: read
jobs:
ci:
runs-on: ubuntu-22.04
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with:
node-version: 20
cache: npm
- run: npm ci
- run: npm run lint
- run: npm test -- --coverage
- run: npm run build
- uses: actions/upload-artifact@v4
with:
name: dist
path: dist/
deploy:
needs: ci
if: github.ref == 'refs/heads/main' && github.event_name == 'push'
runs-on: ubuntu-22.04
environment: production
steps:
- uses: actions/download-artifact@v4
with:
name: dist
path: dist/
# Replace with your deployment step (e.g., S3 sync, Cloudflare Pages, Vercel)
- name: Deploy
run: echo "Add your deployment command here"stages:
- install
- lint
- test
- build
- deploy
default:
image: node:20-slim
cache:
key: ${CI_COMMIT_REF_SLUG}
paths:
- node_modules/
install:
stage: install
script:
- npm ci
lint:
stage: lint
script:
- npm run lint
test:
stage: test
script:
- npm test -- --coverage
artifacts:
reports:
coverage_report:
coverage_format: cobertura
path: coverage/cobertura-coverage.xml
build:
stage: build
script:
- npm run build
artifacts:
paths:
- dist/
deploy:
stage: deploy
script:
- echo "Add your deployment command here"
environment:
name: production
rules:
- if: $CI_COMMIT_BRANCH == "main"
when: on_success---
**Key stages**: Install → Lint → Test → Build → Docker Build → Deploy
name: Backend CI/CD
on:
push:
branches: [main]
pull_request:
branches: [main]
permissions:
contents: read
packages: write
jobs:
ci:
runs-on: ubuntu-22.04
services:
postgres:
image: postgres:16
env:
POSTGRES_USER: test
POSTGRES_PASSWORD: test
POSTGRES_DB: testdb
ports:
- 5432:5432
options: >-
--health-cmd pg_isready
--health-interval 10s
--health-timeout 5s
--health-retries 5
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
with:
python-version: "3.12"
cache: pip
- run: pip install -r requirements.txt
- run: ruff check .
- run: pytest --cov --cov-report=xml
env:
DATABASE_URL: postgresql://test:test@localhost:5432/testdb
docker:
needs: ci
if: github.ref == 'refs/heads/main' && github.event_name == 'push'
runs-on: ubuntu-22.04
steps:
- uses: actions/checkout@v4
- uses: docker/setup-buildx-action@v3
- uses: docker/login-action@v3
with:
registry: ghcr.io
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- uses: docker/build-push-action@v5
with:
context: .
push: true
tags: ghcr.io/${{ github.repository }}:${{ github.sha }}
cache-from: type=gha
cache-to: type=gha,mode=maxstages:
- test
- build
- deploy
variables:
PIP_CACHE_DIR: "$CI_PROJECT_DIR/.pip_cache"
default:
image: python:3.12-slim
test:
stage: test
services:
- postgres:16
variables:
POSTGRES_USER: test
POSTGRESClaude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks from beginner to power user!
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