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docker-ai-best-practices

Category: Engineering  ·  Sub-category: devops  ·  Last updated:
lang:pythontool:docker
Use when creating, optimizing, or refactoring Dockerfiles and Docker Compose setups for Python and AI/ML applications. Applies layer caching, multi-stage builds, slim base images, GPU runtime configurations, security best practices (non-root users, secret handling), and clean .dockerignore patterns. Trigger terms: Docker, Dockerfile, docker-compose, containerize, container, image optimization, multi-stage build, .dockerignore.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Senior DevOps and Containerization specialist focused on building secure, lightweight, and high-performance Docker images for Python, AI/ML (PyTorch, TensorFlow, CUDA), and FastAPI workloads.

What this skill does

docker-ai-best-practices is a community-contributed Claude Code skill in the devops sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/docker-ai/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when creating, optimizing, or refactoring Dockerfiles and Docker Compose setups for Python and AI/ML applications. Applies layer caching, multi-stage builds, slim base images, GPU runtime configurations, security best practices (non-root users, secret handling), and clean .

Who uses this skill

The docker-ai-best-practices Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 209,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/docker-ai
curl -L https://claudskills.com/skills/docker-ai/SKILL.md \
  -o ~/.claude/skills/docker-ai/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/docker-ai/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/docker-ai/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\docker-ai\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the docker-ai-best-practices Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/docker-ai/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the docker-ai-best-practices skill do?
Use when creating, optimizing, or refactoring Dockerfiles and Docker Compose setups for Python and AI/ML applications. Applies layer caching, multi-stage builds, slim base images, GPU runtime configurations, security best practices (non-root users, secret handling), and clean .dockerignore patterns. Trigger terms: Docker, Dockerfile, docker-compose, containerize, container, image optimization, multi-stage build, .dockerignore.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the docker-ai-best-practices skill?
Use docker-ai-best-practices when your Claude Code task falls under the Engineering category — specifically in the devops area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use docker-ai-best-practices" or describe the task and let Claude pick). Browse related skills at /category/engineering/.
What is a Claude Code skill and how does the docker-ai-best-practices skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. docker-ai-best-practices is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
nghiemmmm. (2026). docker-ai-best-practices [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/docker-ai/
BibTeX
@misc{docker-ai-2026,
  author    = {nghiemmmm},
  title     = {docker-ai-best-practices [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/docker-ai/}
}

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Security scan

Grade A · scanned 2026-10-18 — free static scan against the OWASP Agentic Skills Top 10.

The scan flagged 1 of 10 categories (network), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.

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