deepstream-dev

deepstream-dev is a skill for Claude Code from NVIDIA-AI-IOT/DeepStream_Coding_Agent. It costs 51 tokens per session (3,077 once invoked), scanned A, original, no licence file.

A development skill for NVIDIA DeepStream SDK 9.0 using its Python pyservicemaker API. It covers video analytics, GStreamer pipelines, TensorRT AI inference, object detection and tracking, and Kafka or message-broker integration.

In plain words
What is it for?
Use it to build DeepStream pipelines, process video with GStreamer, run TensorRT models, track objects, or publish analytics results to a message broker.
Why use it?
It gives coding guidance for assembling and connecting the main parts of a DeepStream video-processing application.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the deepstream-dev plugin — 1 skill shipped together

Good fit Use it to build DeepStream pipelines, process video with GStreamer, run TensorRT models, track objects, or publish analytics results to a message broker.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nvidia-ai-iot/deepstream_coding_agent/deepstream-dev
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.

Any agent
npx skills add NVIDIA-AI-IOT/DeepStream_Coding_Agent --skill deepstream-dev
Clone the repo
git clone --depth 1 https://github.com/NVIDIA-AI-IOT/DeepStream_Coding_Agent

Made for: Claude Code.

Or install deepstream-dev, the plugin that ships this one along with the rest of its 1 skill.

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-dev

README.md
[![agentmods](https://agentmods.dev/badge/skills/nvidia-ai-iot/deepstream_coding_agent/deepstream-dev/github.svg)](https://agentmods.dev/skills/nvidia-ai-iot/deepstream_coding_agent/deepstream-dev)
Your own site
<a href="https://agentmods.dev/skills/nvidia-ai-iot/deepstream_coding_agent/deepstream-dev"><img src="https://agentmods.dev/badge/skills/nvidia-ai-iot/deepstream_coding_agent/deepstream-dev/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-dev

Your own site · 80×15
<a href="https://agentmods.dev/skills/nvidia-ai-iot/deepstream_coding_agent/deepstream-dev"><img src="https://agentmods.dev/badge/skills/nvidia-ai-iot/deepstream_coding_agent/deepstream-dev.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 51 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,077 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00051 $0.03077
Opus 5.5 $0.00020 $0.01231
Sonnet 5.5 $0.00010 $0.00615
Haiku 4.5 $0.00005 $0.00308

Measured 1mo ago against content hash 0c663a88e8e5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

deepstream-dev 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-dev/SKILL.md · 181 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

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 · 181 lines · 51 tokens per session scan A 0c663a88e8e5

Subscribe to this mod's changes

deepstream-dev is a skill published in the GitHub repository NVIDIA-AI-IOT/DeepStream_Coding_Agent (83 stars, last pushed 4mo ago), with no licence file. It adds 51 tokens to every session and 3,077 once invoked, about $0.0002 per session on Opus 5.5. 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.

Related

Other skills, from other repositories

gemini-api-agent-platform

Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK for enterprise AI applications. Covers SDK usage (Python, JS/TS, Go, Java, C#), capabilities like Live API, tools, multimedia generation, caching, and batch prediction.

davila7/claude-code-templates · 61 tokens

open-source

Documentation reference for writing Python code using the browser-use open-source library. Use this skill whenever the user needs help with Agent, Browser, or Tools configuration, is writing code that imports from browseruse, asks about @sandbox deployment, supported LLM models, Actor API, custom tools, lifecycle…

browser-use/browser-use · 137 tokens

gemini-api-dev

Use this skill when writing code that calls the Gemini API for text generation, multi-turn chat, multimodal understanding, image generation, video generation, speech generation (TTS), voice design, voice replication, streaming responses, background research tasks, function calling, structured output, or migrating from…

google-gemini/gemini-skills · 85 tokens

deepstream-sop

Use this skill when building, deploying, evaluating, debugging, or measuring latency for the DeepStream SOP Inference Microservice — a GPU-accelerated FastAPI service that detects whether operators perform assembly-line steps in order via event boundary detection (GEBD) plus VLM classification. Trigger even if the…

NVIDIA/skills · 219 tokens

azure-search-documents-dotnet

Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search. Covers SearchClient (queries, document CRUD), SearchIndexClient (index management), and SearchIndexerClient (indexers, skillsets). Triggers: "Azure Search .NET"…

microsoft/skills · 102 tokens

varlock

Secure environment variable management with Varlock. Use when handling secrets, API keys, credentials, or any sensitive configuration. Ensures secrets are never exposed in terminal, logs, or LLM context. Provides guidance around integrating varlock into a project, reading/editing .env.schema and other .env files…

dmno-dev/varlock · 109 tokens