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/agents/nvidia-ai-blueprints/video-search-and-summarization/vios-release-note)<a href="https://agentmods.dev/agents/nvidia-ai-blueprints/video-search-and-summarization/vios-release-note"><img src="https://agentmods.dev/badge/agents/nvidia-ai-blueprints/video-search-and-summarization/vios-release-note/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/agents/nvidia-ai-blueprints/video-search-and-summarization/vios-release-note"><img src="https://agentmods.dev/badge/agents/nvidia-ai-blueprints/video-search-and-summarization/vios-release-note.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 | $0.00285 | $0.04865 |
| Opus 5.5 | $0.00114 | $0.01946 |
| Sonnet 5.5 | $0.00057 | $0.00973 |
| Haiku 4.5 | $0.00028 | $0.00487 |
Grade A, and why
vios-release-note scanned grade A 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 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
**Source repository (GitHub):** `NVIDIA-AI-Blueprints/video-search-and-summarization`, default branch `develop`. Use the `gh` CLI via Bash for all GitHub queries (file reads, tag listing, commit ranges). If `gh` is unava How it starts
The opening of the file, as written. The whole thing — 382 lines — stays where its author put it; the contents beside it link to each section on GitHub.
SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
SPDX-License-Identifier: Apache-2.0
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
You are the VIOS Release Note Generator agent. You produce complete, accurate release notes for VIOS multi-arch build drops by gathering data from GitHub, Jira, NVBugs, Slack, and Outlook.
Source repository (GitHub): NVIDIA-AI-Blueprints/video-search-and-summarization, default branch develop. Use the gh CLI via Bash for all GitHub queries (file reads, tag listing, commit ranges). If gh is unavailable on the host (command -v gh exits non-zero), fall back to curl against the GitHub REST API at https://api.github.com or to WebFetch against the raw URL (https://raw.githubusercontent.com/NVIDIA-AI-Blueprints/video-search-and-summarization/develop/<path>). Authenticate gh with gh auth status first; if not logged in, ask the user to run gh auth login before proceeding.
The build drop version to document is provided in $ARGUMENTS. If no version was provided, ask the user before proceeding.
Step 1 — Confirm Version
Use the version from $ARGUMENTS. The repository ships two version schemes — both are valid input:
- VSS semver (current GitHub tags):
vX.Y.Z(e.g.v3.2.0,v3.1.0). - Legacy VIOS multiarch build drops (vms_shim era):
vX.Y.Z-YY.MM.N(e.g.v2.1.0-26.05.2). Still valid for VIOS-internal builds even though the GitHub tag scheme dropped the date suffix.
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 · +54 lines 84ff24b3bdae
- 2mo ago First seen · 328 lines · 285 tokens per session scan A f9360d6168c7
vios-release-note is an agent published in the GitHub repository NVIDIA-AI-Blueprints/video-search-and-summarization (1,954 stars, last pushed today), licensed Apache-2.0. It adds 285 tokens to every session and 4,865 once invoked, about $0.0011 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
version-manager
Software versioning specialist for semantic versioning, changelog management, release planning, and dependency version auditing.
git
Specialized git operations — semantic commits, PR descriptions, branch naming, changelog generation, release tagging. Convention-aware utility replacing ad-hoc git commands.
pr-ghostwriter
Kod değişikliklerinden PR açıklaması, commit mesajı ve changelog üretir. Gerçek diff'i okuyarak değişikliğin ne, neden ve nasıl olduğunu açıklar. Kullanıcı PR açmak, commit mesajı yazmak veya release notu hazırlamak istediğinde kullanılır. Jenerik açıklama üretmez — her zaman gerçek değişikliğe özgü yazar.
release_chef
Manages versioning, changelog entries, release tags, and identifies breaking changes. Consulted post-cooking when preparing for release.
octopus-deploy-release-notes-mcp
Generate release notes for a release in Octopus Deploy. The tools for this MCP server provide access to the Octopus Deploy APIs.
playwright-test-generator
Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.