docker SKILL.md skillA

docker from yichen-zju/claude-for-research is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

mdr add yichen-zju/claude-for-research/docker@git:20260930.9b33ccf

Pins git:20260930.9b33ccf in mdr.lock. Pin the fingerprint instead.

Audit grade

A, 17 of 17 checks passed

Kind

SKILL.md skill

Repository

yichen-zju/claude-for-research

Path

skills/docker/SKILL.md

Versions recorded

1

Latest version

git:20260930.9b33ccf, committed Sep 30, 2026

Size

2,683 bytes

Repository stars

10

License

none declared

Execute research code inside isolated Docker containers for safe replication, experiments, and benchmarks. Use when the user selects Docker as the execution environment or asks to run code safely, in isolation, or in a sandbox.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Docker Sandbox

Run research code inside Docker containers while the agent stays on the host. The container gets the project files, runs the commands, and results sync back.

## When to use

- User selects "Docker Sandbox" as the execution environment in `/replicate` or `/autoresearch`
- Running untrusted code from a paper's repository
- Experiments that install packages or modify system state
- Any time the user asks to run research code safely or isolated for a research workflow

## How it works

1. Build or pull an appropriate base image for the research code
2. Mount the project directory into the container
3. Run experiment commands inside the container
4. Results write back to the mounted directory

## Running commands in a container

For Python research code (most common):

```bash
docker run --rm -v "$(pwd)":/workspace -w /workspace python:3.11 bash -c "
  pip install -r requirements.txt &&
  python train.py
"
```

For projects with a Dockerfile:

```bash
docker build -t feynman-experiment .
docker run --rm -v "$(pwd)/results":/workspace/results feynman-experiment
```

For GPU workloads:

```bash
…

Read the whole file at its exact version.

How to install

mdr add yichen-zju/claude-for-research/docker@sha256:aafb897e4e4cc12f

[![mdr](https://markdownregistry.com/badge/art_5yv64fkrhuh5c74d.svg)](https://markdownregistry.com/a/art_5yv64fkrhuh5c74d)

Versions

The registry has recorded 1 version of this file, committed on Sep 30, 2026.

Audit of the latest version

Source

API

GET https://markdownregistry.com/api/v1/artifacts/art_5yv64fkrhuh5c74d
GET https://markdownregistry.com/api/v1/resolve?ref=yichen-zju/claude-for-research/docker
GET https://markdownregistry.com/api/v1/blob/aafb897e4e4cc12f55968cd1374d4ccfc4bef5f5b9baed3e209e6ddc4c086226

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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