Guide · Agent skill
How to use the Deployment Patterns agent skill
Updated · written with AI from the project's own documentation and checked against our catalogue data
The deployment-patterns skill is a reference playbook that teaches your AI agent how to plan and build production deployments for web applications. Once it is installed, the agent uses its guidance when you ask about shipping or releasing software, including rollout strategies, Docker build files, GitHub Actions pipelines and health check endpoints. This guide covers what the skill does, how to install it, how to trigger it and what to check before you rely on its output.
Quick start
- 1Download the ZIP. Get the deployment-patterns ZIP from the Deployment Patterns page in this directory. It contains SKILL.md.
- 2Unzip into a skills folder. Extract it into ~/.claude/skills/ for personal use, or into .claude/skills/ inside a project for project-only use.
- 3Or upload it in the Claude apps. Go to Settings → Capabilities → Skills and upload the ZIP.
- 4Describe your deployment task. Ask in plain language, naming your stack, such as a Node.js app that needs a Dockerfile.
- 5Pick a rollout method. Ask the agent to compare rolling, blue-green and canary for your risk level and traffic.
- 6Adapt and review the templates. Replace pinned versions and the placeholder deploy step with values for your stack before running anything.
What does the deployment-patterns skill make the agent do?
The skill gives the agent a set of deployment workflows and best practices. It covers three rollout methods: rolling (the default), blue-green and canary. It also includes multi-stage Dockerfile templates for Node.js, Go and Python/Django apps, a standard GitHub Actions pipeline with test, build and deploy jobs, health check endpoint examples, and checklists of good and bad Docker practices.
The skill is reference material and templates. It does not deploy anything itself. The sample deploy step in the pipeline only prints a message and leaves the real deploy command as a placeholder.
- Compare rolling, blue-green and canary rollouts and their trade-offs
- Write Dockerfiles for Node.js, Go or Python apps
- Set up a CI/CD pipeline with test, build and deploy stages
- Add /health endpoints and Kubernetes probe examples
How do you install the skill?
The skill ships as a ZIP download from the Deployment Patterns page in this directory. The package contains one file, SKILL.md. You can install it in either of two ways.
Option A is a personal install. Unzip the download into ~/.claude/skills/ so the skill is available across your projects. Option B is a project install. Unzip it into the .claude/skills/ folder inside a specific project so it applies only there.
Option C is the Claude apps. Upload the ZIP under Settings → Capabilities → Skills.
- Personal: unzip into ~/.claude/skills/
- Project: unzip into .claude/skills/ in your project folder
- Claude apps: Settings → Capabilities → Skills, then upload the ZIP
How do you trigger the skill with a natural request?
You do not need a special command. Describe a deployment task in plain language and the agent will use the skill when the request matches its scope. The skill is meant for setting up deployment infrastructure, containerizing an app, planning a release and adding health checks.
Be specific about your stack and goal. Naming Node.js, Go or Python and saying whether you want a rollout method or a pipeline gives the agent the context it needs to pick the right template.
- "Write a multi-stage Dockerfile for my Node.js app."
- "Set up a GitHub Actions pipeline that tests, builds and pushes an image on merge to main."
- "Which rollout should I use for a high-traffic checkout service: blue-green or canary?"
- "Add a /health endpoint and a readiness probe to my Express app."
What do the templates look like?
The Node.js Dockerfile uses three stages: install dependencies, build, then a production image that runs as a non-root user and includes a HEALTHCHECK instruction. The GitHub Actions example runs lint, typecheck and tests on every push and pull request, and builds and pushes an image to GHCR only on main.
Treat the templates as starting points. The source pins versions such as node:22-alpine, golang:1.22-alpine and python:3.12-slim, which may be outdated for your project.
HEALTHCHECK --interval=30s --timeout=3s --start-period=5s --retries=3 \
CMD wget --no-verbose --tries=1 --spider http://localhost:3000/health || exit 1What does the skill need and what are the safety notes?
The skill runs no scripts and uses no network access. It only supplies guidance for the agent to read. The examples assume tools you may need to install yourself: Docker for the container examples, GitHub Actions for the CI/CD example, and the Node.js, Go or Python toolchain for the app being deployed.
Review everything before using it in production. Do not push the sample pipeline to a real environment without replacing the placeholder deploy step with your platform's command. Keep secrets out of images and use environment variables or a secrets manager, as the skill's own best practices advise.
- Docker for container examples
- GitHub Actions for the CI/CD example
- Node.js, Go or Python toolchain for your app
- Replace the placeholder deploy step before any real release
What tips help you get the most from it?
Use the skill to plan before you build. Ask about the rollout method that fits your risk level, then ask for the matching Dockerfile and pipeline. Check the output against your own stack, since the templates are examples and not tailored configurations.
Follow the checklist. The skill recommends specific version tags instead of latest, non-root users, a .dockerignore file, and copying dependency files first for layer caching.
- Name your framework and hosting platform in the request
- Ask for the trade-offs of a rollout method before choosing one
- Verify pinned image versions and the deploy command yourself
What people use it for
- Containerizing a Node.js, Go or Python web app for the first time
- Drafting a GitHub Actions pipeline with test, build and deploy stages
- Choosing between rolling, blue-green and canary rollouts for a release
- Adding a /health endpoint and Kubernetes liveness and readiness probes
- Reviewing a Dockerfile against a list of good and bad practices
Frequently asked questions
How do I install the deployment-patterns skill?
Download the ZIP from the Deployment Patterns page, then unzip it into ~/.claude/skills/ for personal use or into .claude/skills/ in a project. In the Claude apps, you can upload the ZIP under Settings → Capabilities → Skills.
Is the deployment-patterns skill free?
The source material is licensed under MIT. Check the item page for the licence details that apply to your copy before redistributing it.
Does the skill deploy my app automatically?
No. It provides patterns and example code only. The sample deploy step just echoes a message, and you must replace it with your platform's real deploy command.
What do I need to use it?
You need Docker for the container examples, GitHub Actions for the CI/CD example, and the Node.js, Go or Python toolchain for the app you deploy. The skill runs no scripts and uses no network access.
Can I use the templates in production?
Review them first. The example Dockerfiles and pipeline use pinned versions that may be outdated, so check them against your own stack before production use.
Is this skill a good fit if my platform already handles deployment?
Probably not. The templates may not match platforms that handle deployment for you, so check whether the examples fit your setup before adopting them.
New agent skills, repos and AI tools — every week
The best new skills and open-source projects, the fastest-growing repos, and one free prompt. Five minutes to read. Unsubscribe anytime.
Our verdict
Use this skill if you are setting up CI/CD or containerizing a web app for the first time, or if you want starter Dockerfile and GitHub Actions templates and a release strategy checklist to adapt. Skip it if your platform already manages deployment, or if you expect the agent to push to production by itself, since it only provides reference patterns and example code.
Download the skill