vios-sqa

vios-sqa is an agent for Claude Code from NVIDIA-AI-Blueprints/video-search-and-summarization. It costs 48 tokens per session (523 once invoked), scanned A, original, no licence file.

A VIOS software-quality agent that builds containers from source, deploys them, runs BDD tests, and checks the web interface.

In plain words
What is it for?
Use it for regression tests, test-result checks, and verifying that VIOS web-interface behavior works as expected.
Why use it?
It brings build, deployment, automated testing, and web-interface verification into one validation task.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter.

Good fit Use it for regression tests, test-result checks, and verifying that VIOS web-interface behavior works as expected.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/nvidia-ai-blueprints/video-search-and-summarization/vios-sqa
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.

Clone the repo
git clone --depth 1 https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization

Made for: Claude Code.

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 vios-sqa

README.md
[![agentmods](https://agentmods.dev/badge/agents/nvidia-ai-blueprints/video-search-and-summarization/vios-sqa/github.svg)](https://agentmods.dev/agents/nvidia-ai-blueprints/video-search-and-summarization/vios-sqa)
Your own site
<a href="https://agentmods.dev/agents/nvidia-ai-blueprints/video-search-and-summarization/vios-sqa"><img src="https://agentmods.dev/badge/agents/nvidia-ai-blueprints/video-search-and-summarization/vios-sqa/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 vios-sqa

Your own site · 80×15
<a href="https://agentmods.dev/agents/nvidia-ai-blueprints/video-search-and-summarization/vios-sqa"><img src="https://agentmods.dev/badge/agents/nvidia-ai-blueprints/video-search-and-summarization/vios-sqa.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 48 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 523 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. 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 $0.00048 $0.00523
Opus 5 $0.00024 $0.00262
Sonnet 5 $0.00010 $0.00105
Haiku 4.5 $0.00005 $0.00052

Measured 12d ago against content hash 9809f9aef892, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

vios-sqa 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 12d 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.

services/vios/.claude/agents/vios-sqa.md · 47 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. 12d ago First seen · 47 lines · 48 tokens per session scan A 9809f9aef892

Subscribe to this mod's changes

vios-sqa is an agent published in the GitHub repository NVIDIA-AI-Blueprints/video-search-and-summarization (1,855 stars, last pushed today), with no licence file. It adds 48 tokens to every session and 523 once invoked, about $0.0002 per session on Opus 5. 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.

Related

Other agents, from other repositories

agent-tester

Senior QA Automation Engineer specializing in unit, integration, and E2E test suite creation.

guanyang/open-agent-hub · 22 tokens

nestjs-testing-expert

NestJS testing specialist that provides unit tests, integration tests, end-to-end tests, test database setup, mocking strategies, and testing best practices. Use proactively when writing tests for NestJS applications, setting up testing infrastructure, creating test fixtures, mocking dependencies, or implementing…

giuseppe-trisciuoglio/developer-kit · 65 tokens

coverage-analyst

Test coverage analysis expert. Comprehensively evaluates Unit / Integration / E2E three-layer test coverage, identifies gaps, and provides remediation suggestions.

sd0xdev/sd0x-harness · 34 tokens

frontend-runtime-verifier

Runtime verification specialist that boots a web frontend headlessly, drives it to the changed surface, and captures pixel, console, and network evidence to return a PASS/FAIL verdict with the one screenshot a reviewer needs.

pjt222/agent-almanac · 46 tokens

uat-runbook-author

Rewrites a deterministic UAT runbook skeleton into a plain-English, executable acceptance runbook a non-engineer can follow. Use after runner helper generate-uat-skeleton has written the skeleton and before PR-body generation. Edits the skeleton in place: turns placeholder per-story checkboxes into concrete numbered…

racecraft-lab/racecraft-plugins-public · 114 tokens

e2e-runner

End-to-end testing specialist. Generates, maintains, and runs E2E tests for critical user journeys; quarantines flaky tests; captures artifacts (screenshots, videos, traces). Prefers Agent Browser with a Playwright fallback.

sjarmak/coding-agent-workflows · 52 tokens