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Updated 4mo ago

by NVIDIA-AI-IOT

DeepStream_Coding_Agent

A project showcasing how to leverage AI coding assistants (Cursor, Claude Code, etc.) for accelerated NVIDIA DeepStream SDK application development using a curated agentic skill and structured prompts.

Works with
  • Claude
  • Cursor
View on GitHub (opens in a new tab)

83 GitHub stars (83)

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 16: 0 in total; the busiest day was Oct 2 with +1 stars.Oct 1: 0 starsOct 2: +1 starsOct 3: −1 starsOct 4: 0 starsOct 5: 0 starsOct 6: 0 starsOct 7: 0 starsOct 8: 0 starsOct 9: 0 starsOct 10: 0 starsOct 11: 0 starsOct 12: 0 starsOct 13: 0 starsOct 14: 0 starsOct 15: 0 starsOct 16: 0 stars
Stars gained between daily snapshots
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  • 2 skills (2 skills found in its SKILL.md files)
  • 18 forks (18 forks)
  • 4mo ago last update (Last updated 4mo ago)

Install

Skills CLI

npx skills add NVIDIA-AI-IOT/DeepStream_Coding_Agent

Asks which skills and agents to install. Just one: npx skills add NVIDIA-AI-IOT/DeepStream_Coding_Agent --skill deepstream-dev — add -g for every project.

Claude Code

git clone https://github.com/NVIDIA-AI-IOT/DeepStream_Coding_Agentcp -r "DeepStream_Coding_Agent/skills/deepstream-dev" ~/.claude/skills/

Copies the deepstream-dev skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add NVIDIA-AI-IOT/DeepStream_Coding_Agent

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • deepstream-dev

    NVIDIA DeepStream SDK 9.0 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.

    skills/deepstream-dev/SKILL.md on GitHub (opens in a new tab)

  • deepstream-import-vision-model

    Use this skill to bring any vision model from HuggingFace or NVIDIA NGC into an NVIDIA DeepStream pipeline with end-to-end automation: ONNX download, SafeTensors export, TRT engine build, custom nvinfer bbox parser, multi-stream benchmark, and PDF report. Object detection models only.

    skills/deepstream-import-vision-model/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.