NVIDIA AI Blueprint for Video Search and Summarization (VSS) is a reference architecture for applications that use AI to search, analyze, question, and summarize live or recorded video. It is intended for building video analytics agents with vision-language models, language models, retrieval-augmented generation, and NVIDIA NIM microservices. The catalogue entries provide coding-agent rules, skills, commands, agents, instructions, and settings associated with the project.
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.
git clone --depth 1 https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarizationWrote 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.
[](https://agentmods.dev/commands/nvidia-ai-blueprints/video-search-and-summarization/vst-ui-dev)<a href="https://agentmods.dev/commands/nvidia-ai-blueprints/video-search-and-summarization/vst-ui-dev"><img src="https://agentmods.dev/badge/commands/nvidia-ai-blueprints/video-search-and-summarization/vst-ui-dev/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.
<a href="https://agentmods.dev/commands/nvidia-ai-blueprints/video-search-and-summarization/vst-ui-dev"><img src="https://agentmods.dev/badge/commands/nvidia-ai-blueprints/video-search-and-summarization/vst-ui-dev.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.02824 |
| Opus 5.5 | $0.00000 | $0.01130 |
| Sonnet 5.5 | $0.00000 | $0.00565 |
| Haiku 4.5 | $0.00000 | $0.00282 |
Grade A, and why
vst-ui-dev scanned grade A with 0 findings 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 1mo 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 226 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Overview
The VST web client lives at ui/vios-ui/ (package vst-ui-ts) relative to the services/vios tree. It is a React + TypeScript + Vite + MUI application that connects to three possible backend types — VST, MMS, and NVStreamer — detected at runtime. WebRTC streaming comes from vst-streaming-lib, the sibling ui/streaming-lib/ directory, built and linked when running npm run install:link.
All file paths in the Codebase Map below are relative to ui/vios-ui/, and all npm/git commands run from that directory — cd ui/vios-ui first. Do not assume the session working directory is the UI project root.
Use this skill for any UI feature work. Follow the workflow top to bottom; skip steps only when clearly not applicable.
Codebase Map
Directory Layout
src/
├── assets/ Static images and icons
├── components/ Shared/reusable components
│ ├── analyticsComponents/ Calibration data visualization
│ ├── overlaySettings/ Video overlay config panels (8 sub-components)
│ ├── sensorRecording/ Recording schedule and status cards
│ ├── sensorSelector/ Sensor picker dropdowns
│ ├── videoPlayer/ Main video player + WebRTC controls
│ │ └── videoPlayerUtils/ QoS widgets, bitrate sparklines, trick modes, analytics overlay
│ └── widget/ Dashboard widget wrapper
├── features/ Feature-scoped components
│ ├── dashboardTables/ Sensor info, timeline gap, RTSP tables
│ ├── dashboardWidgets/ Metric summary widgets
│ ├── microserviceSettings/ Per-sensor microservice config
│ ├── rangePickerDialog/ Date/time range picker
│ ├── sensorManagement/ Add/remove/replace sensor operations
│ ├── streamManager/ Stream source and bitrate selection
│ ├── timeSlider/ Timeline navigation with markers
│ └── wrappers/ AdaptorWrapper (VST/MMS/Streamer detection)
├── hooks/ Custom React hooks
├── interfaces/interfaces.ts All TypeScript types (Sensor, Stream, Config, …)
├── layout/
│ ├── Layout.tsx App shell: sidebar drawer, appbar
│ ├── nav/ListItems.tsx Nav menu (adaptor-aware)
│ └── routes/Routes.tsx React Router — two route trees (VST vs Streamer)
├── pages/
│ ├── common/ Shared pages + experimental feature hub
│ ├── nvstreamer/ NVStreamer pages (media upload, config, streams)
│ └── vst/ VST pages + calibration multi-step workflow
├── services/
│ ├── Axios.tsx HTTP client with interceptors
│ └── StateManagement.tsx Zustand global store
├── theme/ MUI theme, settings context, NVIDIA branding
├── utils/
│ ├── misc/ Data sync, sensor helpers, logger, version utils
│ └── maths/translation.ts Coordinate transforms (calibration)
├── config.tsx Backend endpoint URLs
└── App.tsx Root component
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.
- 1mo ago Changed · -3 lines f64802dbac4e
- 1mo ago First seen · 229 lines · 0 tokens per session scan A 799b121c0086
vst-ui-dev is a command published in the GitHub repository NVIDIA-AI-Blueprints/video-search-and-summarization (1,947 stars, last pushed yesterday), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 2,824 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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