Agent Plugins Marketplace
← All plugins

deepstream-sop

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.

Claude Code1 Skill

By Wind YuanLicense: CC-BY-4.0 AND Apache-2.00 GitHub starsUpdated 3 hours ago

Directory evidence

Runtimes
Claude Code
Parsed components
1 skill or MCP entry
Source updated
Aug 30, 2026
Manifest status
Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →

Install deepstream-sop for Claude Code

Installs for the current user
claude plugin marketplace add IchenDEV/agent-plugin-mkt
claude plugin marketplace update agent-plugin-marketplace
claude plugin install deepstream-sop@agent-plugin-marketplace

Paste and run these commands in a terminal with Claude Code. They add and refresh the PluginsMP catalog, then install this plugin.

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually
git clone https://github.com/Trapezohe/ghast-plugins

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The plugin root is plugins/nvidia/skills/deepstream-sop/.

Plugin files

plugins/nvidia/skills/deepstream-sop/
├── .claude-plugin/plugin.json
└── SKILL.md

Included Skills1

deepstream-sopSKILL.md

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 user does not name it: verify operator step sequence, detect missing or out-of-order SOP steps, score factory/work-cell video for procedure compliance, run VLM-based SOP checking on industrial cameras, or call /v1/chat/completions with a file, RTSP, or Basler camera. Also trigger for its internals: SOPVideoProcessor, DeepStream GEBD model (e.g. DDM) via Triton CAPI, nvds_custom_postprocess, Cosmos Reason 1/2 vLLM, SSE streaming, Kafka NvProto/JSON output, Basler/Pylon camera + emulation, Docker compose, chunk-level latency. Do NOT trigger for generic DeepStream pipelines, object detection/tracking, NIM imports, or video summarization.

Plugin manifests1

plugins/nvidia/skills/deepstream-sop/.claude-plugin/plugin.json
{
  "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": "./"
}

For maintainers

If you maintain this plugin, link to this source-backed listing from your README so users can review its manifest and indexed components.

[deepstream-sop on Agent Plugins Marketplace](https://pluginsmp.com/plugins/deepstream-sop)