vss-deploy-detection-tracking-3d

vss-deploy-detection-tracking-3d is a skill for Claude Code, Codex from NVIDIA-AI-Blueprints/video-search-and-summarization. It costs 197 tokens per session (4,879 once invoked), scanned B, original, no licence file.

Deployment and operations guidance for MV3DT, a computer-vision service that detects and tracks objects across cameras and combines their views into a bird’s-eye view. It uses NVIDIA DeepStream and calibrated cameras, meaning cameras whose positions and lenses have been measured.

In plain words
What is it for?
Use it with sample data, video files, or RTSP streams to deploy, debug, call, or stop the service, and to generate missing camera calibration.
Why use it?
It helps you run multi-camera 3D perception without manually wiring together camera streams, calibration, and the processing service.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it with sample data, video files, or RTSP streams to deploy, debug, call, or stop the service, and to generate missing camera calibration.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nvidia-ai-blueprints/video-search-and-summarization/vss-deploy-detection-tracking-3d
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-Blueprints/video-search-and-summarization --skill vss-deploy-detection-tracking-3d
Clone the repo
git clone --depth 1 https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization

Made for: Claude Code, Codex.

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 vss-deploy-detection-tracking-3d

README.md
[![agentmods](https://agentmods.dev/badge/skills/nvidia-ai-blueprints/video-search-and-summarization/vss-deploy-detection-tracking-3d/github.svg)](https://agentmods.dev/skills/nvidia-ai-blueprints/video-search-and-summarization/vss-deploy-detection-tracking-3d)
Your own site
<a href="https://agentmods.dev/skills/nvidia-ai-blueprints/video-search-and-summarization/vss-deploy-detection-tracking-3d"><img src="https://agentmods.dev/badge/skills/nvidia-ai-blueprints/video-search-and-summarization/vss-deploy-detection-tracking-3d/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 vss-deploy-detection-tracking-3d

Your own site · 80×15
<a href="https://agentmods.dev/skills/nvidia-ai-blueprints/video-search-and-summarization/vss-deploy-detection-tracking-3d"><img src="https://agentmods.dev/badge/skills/nvidia-ai-blueprints/video-search-and-summarization/vss-deploy-detection-tracking-3d.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 197 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,879 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. 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 $0.00197 $0.04879
Opus 5 $0.00098 $0.02440
Sonnet 5 $0.00039 $0.00976
Haiku 4.5 $0.00020 $0.00488

Measured 8d ago against content hash af0edf5cdb3d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade B, and why

vss-deploy-detection-tracking-3d scanned grade B with 1 finding 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 8d 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.

Asks for rootmediumPrivilege escalation

A mod that escalates privileges can change anything on the machine, not only the project.

10. Preflight output/tooling and model-cache writeability. Cold TensorRT engine builds can take 5-10 minutes and must be able to persist engines under the mounted model directories. State this warning and the scoped ACL
skills/deployment/vss-deploy-detection-tracking-3d/SKILL.md · 153 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. 8d ago Changed · -88 lines · +80 tokens per session af0edf5cdb3d
  2. 12d ago First seen · 241 lines · 117 tokens per session scan B 1cdb2fbbbe7c

Subscribe to this mod's changes

vss-deploy-detection-tracking-3d is a skill published in the GitHub repository NVIDIA-AI-Blueprints/video-search-and-summarization (1,859 stars, last pushed today), with no licence file. It adds 197 tokens to every session and 4,879 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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