amc-setup-calibration-stack SKILL.md skillA
amc-setup-calibration-stack from nvidia/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nvidia/skills/amc-setup-calibration-stack@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nvidia/skills
- Path
skills/amc-setup-calibration-stack/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.0, committed Jul 14, 2026
- First version recorded
- Jul 1, 2026
- Size
- 15,760 bytes
- Repository stars
- 3,871
- License
- Apache-2.0
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.
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
# 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`, `DEEPSTREAM_REPO_ROOT`, 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 ```bash docker ps ``` - If it succeeds → continue. - If it fails with "permission denied" → the user is not in the `docker` group. Ask the user to run: ```bash sudo usermod -aG docker $USER && newgrp docker ``` Then ask the user to confirm `docker ps` works before continuing. …
Read the whole file at its exact version.
How to install
mdr add nvidia/skills/amc-setup-calibration-stack@sha256:c15374cef9c1a274The line at the top of this page pins the label v1.0.0, 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_byxr6glluarimu5j)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 1, 2026 and Jul 14, 2026, about one every 13 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-07-14 | de3c292 | 15,760 B | A | view · diff |
| v1.0.0 | 2026-07-01 | 4cb1092 | 18,771 B | B | view |
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 (15760 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
nvidia/skills · 3,871 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_byxr6glluarimu5j GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/amc-setup-calibration-stack GET https://markdownregistry.com/api/v1/blob/c15374cef9c1a274ce94c73d4d4fddf65805411672bf553eb63ad1b3589c8c0e
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.