nvidia/skills · skills/deepstream-run-mv3dt/SKILL.md

deepstream-run-mv3dt skillA

deepstream-run-mv3dt is agent-read markdown (skill) from nvidia/skills: Run and operate the DeepStream Multi-View 3D Tracking reference app, also known as MV3DT. Use when the user asks to set up prerequisites, run shipped MV3DT samples, run Multi-View 3D Tracking on custom synchronized MP4 datasets, import camera calibration, delegate missing calibration to AutoMagicCalib, inspect OSD or BEV visualization, consume MV3DT Kafka metadata, or clean up MV3DT run state in the DeepStream MV3DT app directory..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add nvidia/skills/deepstream-run-mv3dt@v1.0.0
Exact content
mdr add nvidia/skills/deepstream-run-mv3dt@sha256:59bcaeffec5f8e25

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_jp3fxfpkq2lz5oht.svg)](https://markdownregistry.com/a/art_jp3fxfpkq2lz5oht)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-08-12 a8ca7bc 12,569 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (12569 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

GitHub

nvidia/skills · 3,326 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_jp3fxfpkq2lz5oht
GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/deepstream-run-mv3dt
GET https://markdownregistry.com/api/v1/blob/59bcaeffec5f8e258187b2e4c1a605f51ed443c6c6167828e066bffbeda8ecb5

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.