docker SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
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:20261014.9f2a5e0Pins git:20261014.9f2a5e0 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
claude/skills/docker/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261014.9f2a5e0, committed Oct 14, 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:aafb897e4e4cc12fThe line at the top of this page pins the label git:20261014.9f2a5e0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_s6i4pqxihj6awu7f)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 14, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2683 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
yichen-zju/claude-for-research · 10 stars · license none declared · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_s6i4pqxihj6awu7f 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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