Agent skill · NVIDIA
amc-setup-calibration-stack
Launch AutoMagicCalib microservice and web UI from NGC release images via Docker Compose. Use when user says 'deploy auto calibration', 'launch auto calibration', 'launch AMC', 'start MS+UI', or 'set up auto-magic-calib'. Requires NGC API key.
What it needs
About 9k tokens when loaded.
What this skill does
Skill: Launch AutoMagicCalib Release Containers Set up the AutoMagicCalib microservice and UI from release containers: resolve an AMC checkout, authenticate to NGC, optionally download VGGT, configure Docker Compose, launch services, and verify readiness. Prerequisites Docker and Docker Compose installed NVIDIA Docker Runtime configured (for GPU support) auto-magic-calib repo on disk. Step 0b resolves the current repo, DeepStream tools/auto-magic-calib, DEEPSTREAMREPOROOT, or ~/auto-magic-calib; otherwise it asks before cloning https://github.com/NVIDIA-AI-IOT/auto-magic-calib. NGC account with access to NVIDIA container registry Docker runnable without sudo; verify with docker ps before continuing. Instructions Step 0: Verify Docker Runs Without sudo If it succeeds → continue. If it fails with "permission denied" → the user is not in the docker group. Ask the user to run: Then ask the user to confirm docker ps works before continuing. Agent note: If docker ps cannot be run from within the agent sandbox, ask the user to confirm it works (e.g. "Can you confirm docker ps runs without sudo?") before proceeding. Step 0b: Resolve Repo Checkout The skill needs AMC repo assets (compose/, sample data, and models/). Resolve an existing checkout first; ask before cloning into ~/auto-magic-calib. Agent note: never clone silently. Prefer initialized DeepStream tools/auto-magic-calib; do not clone over that submodule path. If it exists but is empty, ask the user to run git submodule update --init tools/auto-magic-calib. Honour an alternate AMC path if provided. Step 0c: Install Python venv (New Systems Only) On a fresh system, pip and python3-venv may not be available. Install them first: Note: Skip this step if a venv with hf already exists (check venv/bin/hf in the repo root or ~/venv/amc/bin/hf). Step 1: Login to NGC Ask the user for their NGC API key using the host's question mechanism; if none is available, ask in chat and wait. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills NVIDIA/amc-setup-calibration-stack