deepstream-sop

deepstream-sop is a plugin for Claude Code from NVIDIA/skills. Its manifest loads nothing; the 1 skill it bundles cost 219 tokens per session together, scanned A, original, Apache-2.0.

A reference project for checking whether camera video follows standard operating procedures, meaning defined work instructions. It combines video processing, AI-based reasoning, camera input, and streaming or event outputs.

In plain words
What is it for?
Use it as a reference for GPU-accelerated video analysis, Basler GigE camera integration, procedure checks with Cosmos Reason models, and sending results through Kafka, server-sent events, or RTSP video streams.
Why use it?
It provides a documented starting point for building an automated system that detects events and checks them against workplace procedures.

Plugin for Claude Code ✓ vendor

Written for Claude Code: a Claude Code plugin manifest.

Good fit Use it as a reference for GPU-accelerated video analysis, Basler GigE camera integration, procedure checks with Cosmos Reason models, and sending results through Kafka, server-sent events, or RTSP video streams.

Compare 6 plugins from other repositories ↓
Install in Claude Code
/plugin marketplace add NVIDIA/skills
/plugin install deepstream-sop
About the project

NVIDIA/skills is a catalogue of portable instruction sets that teach coding agents how to use NVIDIA software for robotics, simulation, CUDA, retrieval-augmented generation, and related workflows. Developers install these skills in agents such as Claude Code or Codex, while the catalogue mirrors skills maintained in separate NVIDIA product repositories.

NVIDIA/skills · 3,607 stars · on GitHub · docs.nvidia.com

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/NVIDIA/skills

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for deepstream-sop

README.md
[![agentmods](https://agentmods.dev/badge/plugins/nvidia/skills/deepstream-sop/github.svg)](https://agentmods.dev/plugins/nvidia/skills/deepstream-sop)
Your own site
<a href="https://agentmods.dev/plugins/nvidia/skills/deepstream-sop"><img src="https://agentmods.dev/badge/plugins/nvidia/skills/deepstream-sop/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for deepstream-sop

Your own site · 80×15
<a href="https://agentmods.dev/plugins/nvidia/skills/deepstream-sop"><img src="https://agentmods.dev/badge/plugins/nvidia/skills/deepstream-sop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 1 skill cost 219 tokens a session between them.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

deepstream-sop scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/deepstream-sop/.claude-plugin/plugin.json · 11 lines

What it actually says

{
  "name": "deepstream-sop",
  "description": "DeepStream SOP compliance monitoring — 18-section reference covering GPU-accelerated event boundary detection (GEBD, e.g. DDM) + VLM-based SOP checking with Cosmos Reason 1 or 2, Triton CAPI, Basler GigE camera (Pylon SDK + emulation), Kafka/SSE output, and RTSP streaming output.",
  "author": {
    "name": "Wind Yuan",
    "email": "[email protected]"
  },
  "license": "CC-BY-4.0 AND Apache-2.0",
  "skills": "./"
}
Contents

What it installs

The manifest is a name and a version. 1 skill travel with it, and installing the plugin installs all of them — 219 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 11 lines scan A 83ca2cce4d6b

Subscribe to this mod's changes

deepstream-sop is a plugin published in the GitHub repository NVIDIA/skills (3,607 stars, last pushed today), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.