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Docker-Based ROS2 Development

A battle-tested playbook for containerizing ROS2 workspaces and running robot software stacks with Docker Compose.

Dev & CodingAdvanced★ 367⑂ 47AI score 9/10Last updated: Aug 12, 2026

What it does

A reference Claude consults whenever your ROS2 project meets Docker, with concrete, copy-pasteable code:

  • Comparison table of the official OSRF image hierarchy (ros-core → ros-base → perception → desktop) by size and use case
  • A four-stage multi-stage Dockerfile template (deps → dev → build → runtime) with rosdep layer caching and ccache
  • docker-compose patterns: one container per subsystem, healthcheck-driven depends_on, dev vs deploy profiles
  • CycloneDDS / FastDDS unicast XML configs for when DDS discovery breaks on bridge networks, plus /dev/shm shared-memory zero-copy
  • Decision table for host vs bridge vs macvlan networking
  • NVIDIA Container Toolkit setup and GPU passthrough via deploy.resources
  • X11 / Wayland forwarding for rviz2 and rqt, plus headless Xvfb rendering for CI
  • USB camera and serial passthrough, stable udev symlinks, device_cgroup_rules
  • A full VS Code devcontainer.json and a GitHub Actions matrix build with buildx layer caching
  • Common anti-patterns (monolithic containers, bridge networking with no DDS config) and their fixes

Who it's for

  • Robotics engineers shipping ROS2 Humble/Jazzy/Rolling workspaces in containers
  • Anyone stuck because nodes in separate containers can't discover each other's topics
  • Teams that need GPU access for perception nodes or rviz2 running inside a container
  • Teams moving ROS2 build and test into Docker-based CI

Example uses

  1. "Write a multi-stage Dockerfile for our colcon workspace, keep the runtime image minimal." → produces the deps/dev/build/runtime Dockerfile plus an entrypoint script.
  2. "After switching to a bridge network my containers stopped seeing each other's topics." → generates a CycloneDDS unicast peer XML and wires the volume/env vars into compose.
  3. "Give the camera node GPU access and /dev/video0, and only start rviz in the dev profile." → returns a docker-compose.yml with GPU reservations, devices/group_add, and a profiles: [dev] X11 service.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/arpitg1304/robotics-agent-skills/HEAD/skills/docker-ros2-development/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the skills/docker-ros2-development folder from the GitHub repo arpitg1304/robotics-agent-skills into my ~/.claude/skills/docker-ros2-development/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/arpitg1304/robotics-agent-skills.git && mkdir -p ~/.claude/skills && cp -r robotics-agent-skills/skills/docker-ros2-development ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal and confirm Claude Code is installed (claude --version).
  2. Clone the repository that contains the skill: 
    git clone https://github.com/arpitg1304/robotics-agent-skills.git
  3. Create your personal skills directory if it doesn't exist: 
    mkdir -p ~/.claude/skills
  4. Copy just this skill folder over: 
    cp -r robotics-agent-skills/skills/docker-ros2-development ~/.claude/skills/
  5. To scope it to a single repo instead, copy it into that project's .claude/skills/ directory.
  6. Restart Claude Code and run /skills (or ask "list my available skills") to confirm docker-ros2-development appears.
  7. Trigger it with a request like "write a Dockerfile for my ROS2 workspace" — it activates automatically.
  8. (Prerequisites) You'll need Docker and Docker Compose on the host, plus the NVIDIA Container Toolkit for any GPU examples.
View source on GitHub ↗License: Apache-2.0