Individual skill

deepstream-dev

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.

skills/deepstream-dev/SKILL.md

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# 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