docker-scripts

A set of rules for Docker launch scripts used in model examples.

In plain words
What is it for?
Use it when creating or editing docker_run.sh files that need inference, an interactive shell, container stopping, or automatic repository setup.
Why use it?
It helps scripts handle AMD GPUs, existing containers, missing upstream repositories, and different run modes consistently.

Cursor rule for Cursor

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add rules/amdresearch/ai4science-studio/docker-scripts
Clone the repo
git clone --depth 1 https://github.com/AMDResearch/ai4science-studio

Made for: Cursor.

Per session 0 Nothing until a file matches its globs; then the whole rule loads.
When invoked 479 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00000 $0.00479
Opus 5 $0.00000 $0.00239
Sonnet 5 $0.00000 $0.00096
Haiku 4.5 $0.00000 $0.00048

Measured yesterday against content hash 1b2016c9ffde, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

docker-scripts scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.cursor/rules/docker-scripts.mdc · 47 lines

What it actually says

Docker launch script conventions

When creating or editing docker_run.sh under any model's examples/ directory:

Required patterns

  1. AMD Container Toolkit detection — Auto-detect --runtime=amd vs raw device passthrough:

    GPU_ARGS=()
    if docker info 2>/dev/null | grep -qi "amd"; then
        GPU_ARGS=(--runtime=amd -e AMD_VISIBLE_DEVICES=all)
    else
        GPU_ARGS=(--device=/dev/kfd)
        for dev in /dev/dri/renderD*; do
            [[ -e "$dev" ]] && GPU_ARGS+=(--device="$dev")
        done
        GPU_ARGS+=(--group-add video)
    fi
    
  2. Existing container check — Before creating a new container, check if one already exists:

    if docker ps -a --format '{{.Names}}' | grep -qx "$CONTAINER_NAME"; then
        echo "Container '$CONTAINER_NAME' already exists. Attach with: docker exec -it $CONTAINER_NAME bash"
        exit 0
    fi
    
  3. Auto-clone upstream — If the model depends on an upstream repo, clone it automatically if absent:

    if [[ ! -d "$WORKSPACE_DIR/<repo>" ]]; then
        git clone https://github.com/<org>/<repo>.git "$WORKSPACE_DIR/<repo>"
    fi
    
  4. Mode argument — Support at least inference, shell, and stop modes via a positional argument.

  5. Env vars: never clobber via -e — Only use docker run -e for variables you are introducing. Append to LD_LIBRARY_PATH, PYTHONPATH, PATH inside the container script, not via -e.

  6. Use the canonical ROCm imagerocm/pytorch:rocm7.2.2_ubuntu24.04_py3.12_pytorch_release_2.10.0 unless upstream requires a specific version.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 47 lines · 0 tokens per session scan A 1b2016c9ffde

Subscribe to this mod's changes

docker-scripts is a cursor rule published in the GitHub repository AMDResearch/ai4science-studio (4 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 479 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.