NVIDIAOfficial·9 Agent Skills Included

DeepStream

GPU video analytics pipelines, calibration, and model deployment

Builds, profiles, and deploys NVIDIA DeepStream video analytics pipelines for detection, tracking, and multi-view 3D monitoring. Imports vision models from HuggingFace or NGC, builds TensorRT engines, and runs camera calibration from videos or RTSP streams. Eliminates manual GStreamer configuration, engine tuning, and microservice wiring so pipelines run correctly on the first attempt.

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npx skills add NVIDIA/DeepStream --all -g -y

Available:

Tells the coding agent how to build and install DeepStream 9.1, which release packages to use, how to discover and load the bundled skills, and which official documentation to consult before answering.

All Skills in This Repository (9)

Pure Emerald Level Indicators

📦 In Repo

NVIDIA

deepstream-profile-pipeline

Profile DeepStream pipelines with Nsight Systems to derive optimal configuration parameters.

deepstream-dev

Develop NVIDIA DeepStream video analytics pipelines using Python pyservicemaker API.

amc-setup-calibration-stack

Deploy AutoMagicCalib microservice and web UI via Docker Compose from NGC images.

amc-run-rtsp-calibration

Automate camera calibration from live RTSP streams via the AutoMagicCalib REST API.

deepstream-run-mv3dt

Operate the DeepStream Multi-View 3D Tracking reference application with pipeline configuration and execution workflows.

amc-run-video-calibration

Automate multi-camera calibration via the AutoMagicCalib REST API using MP4 video datasets.

deepstream-generate-pipeline

Generate ready-to-run gst-launch-1.0 pipelines for NVIDIA DeepStream SDK.

deepstream-import-vision-model

Automate object detection model integration into NVIDIA DeepStream pipelines.

amc-run-sample-calibration

Execute a REST API calibration sequence against the AutoMagicCalib microservice.

Official

Advanced

Frequently Asked Questions

FAQPage Schema

How to install DeepStream skills?▼

Run `npx skills add NVIDIA/DeepStream --all -g -y` in your terminal to install all skills in this suite globally.

How to build a DeepStream pipeline?▼

The deepstream-generate-pipeline skill asks a few questions about your input, model, and output, then produces a validated, ready-to-run gst-launch command.

How to import a custom model into DeepStream?▼

The deepstream-import-vision-model skill downloads an ONNX detection model from HuggingFace or NGC, builds a TensorRT engine, writes the parser and config, and benchmarks it automatically.

How to calibrate cameras from video or RTSP?▼

The AutoMagicCalib skills launch the calibration microservice and run calibration from MP4 files, live RTSP streams, or the bundled sample dataset through a simple REST API.

Do these skills work with Claude Code and Cursor?▼

Yes. Every skill follows the standard SKILL.md format and loads automatically in Claude Code, Cursor, Codex, and other compatible coding agents.