deepstream-dev SKILL.md skillA
deepstream-dev 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-dev@v1.1.1Pins v1.1.1 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-dev/SKILL.md- Versions recorded
- 3
- Latest version
- v1.1.1, committed Sep 4, 2026
- First version recorded
- May 28, 2026
- Size
- 13,339 bytes
- Repository stars
- 3,871
- License
- Apache-2.0
NVIDIA DeepStream SDK development with Python pyservicemaker API. Use when building video analytics pipelines, GStreamer-based video processing, TensorRT inference integration, object detection/tracking, or Kafka/message broker integration.
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
# DeepStream Development Skill This skill requires access to all of the reference documents listed in the `references/` directory below. Ensure they are available before executing the workflow. When this skill is active, **ALWAYS read the relevant reference documents** before generating code. Do NOT rely on memory - the reference documents contain critical details about exact property names, correct API usage, and common pitfalls. ## SDK and Architecture Quick Reference ### DeepStream SDK Version Requirements - **GStreamer**: 1.24.2 - **NVIDIA Driver**: 590+ - **CUDA**: 13.1 - **TensorRT**: 10.14.1.48 - **Platforms**: Ubuntu 24.04 (x86_64 and ARM64/Jetson) ### Typical Pipeline Flow ```text Source → Stream Muxer → Inference → [Tracker] → OSD → Renderer ``` Components in `[brackets]` are **optional** -- only add them when the user explicitly requests them. | Stage | Role | Key Element(s) | Required? | |-------|------|-----------------|-----------| | Source | Input from files, RTSP, cameras | `nvurisrcbin` (preferred), `nvmultiurisrcbin`, `filesrc` | Yes | | Stream Muxer | Batches streams for inference | `nvstreammux` | Yes | …
Read the whole file at its exact version.
How to install
mdr add nvidia/skills/deepstream-dev@sha256:8d49cda5b235c359The line at the top of this page pins the label v1.1.1, 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_7hbmvbwtj5muzo6d)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 28, 2026 and Sep 4, 2026, about one every 49 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.1.1 latest | 2026-09-04 | 6d03410 | 13,339 B | A | view · diff |
| v1.1.1 | 2026-07-14 | de3c292 | 11,718 B | A | view · diff |
| v1.1.0 | 2026-05-28 | 9a53de4 | 11,465 B | A | 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 (13339 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_7hbmvbwtj5muzo6d GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/deepstream-dev GET https://markdownregistry.com/api/v1/blob/8d49cda5b235c359c9279a104e924a5d0e2d3743af8314199376bd92b9f50507
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.