deepstream-run-mv3dt SKILL.md skillA
deepstream-run-mv3dt 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/deepstream-run-mv3dt@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/deepstream-run-mv3dt/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Aug 12, 2026
- Size
- 12,569 bytes
- Repository stars
- 3,871
- License
- Apache-2.0
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.
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: Run DeepStream MV3DT ## When to Use This Skill Activate this skill when the user wants to set up, run, verify, or debug the DeepStream Multi-View 3D Tracking reference app. Typical prompts: - "set up MV3DT DeepStream" - "run the 4-camera MV3DT sample" - "run the 12-camera MV3DT sample" - "run MV3DT on my synchronized MP4s" - "I have videos but no calibration; calibrate and run MV3DT" - "show the BEV visualizer or Kafka metadata" - "stop MV3DT" / "clean up MV3DT" / "tear down MV3DT" Do not use this skill for single-view 3D tracking, generic DeepStream app development, or live-stream onboarding unless the user explicitly maps that work to this repo's MV3DT pipeline. ## Examples - "Deploy the DeepStream MV3DT 4-camera sample and show the OSD and BEV windows." - "Run the MV3DT 12-camera sample headlessly with RTDETR and save videos." - "Run MV3DT on synchronized MP4s under /data/mv3dt-demo using PeopleNetTransformer." - "My custom MV3DT videos do not have calibration; use AutoMagicCalib, then run MV3DT." ## Overview …
Read the whole file at its exact version.
How to install
mdr add nvidia/skills/deepstream-run-mv3dt@sha256:59bcaeffec5f8e25The 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_jp3fxfpkq2lz5oht)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 12, 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 (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
nvidia/skills · 3,871 stars · license Apache-2.0 · pushed 2026-11-05 · 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
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.