Home / nvidia-ai-blueprints / video-search-and-summarization · skills/deployment/vss-setup-behavior-analytics/SKILL.md · GitHub

vss-setup-behavior-analytics skillA

vss-setup-behavior-analytics is agent-read markdown (skill) from nvidia-ai-blueprints/video-search-and-summarization: Use this skill to deploy the vss-behavior-analytics service standalone (entrypoint, config-source, optional calibration). Not for the full warehouse deploy..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

## Purpose

Deploy the behavior-analytics service standalone with the user's chosen entrypoint, config, and calibration.

## Instructions

Follow the routing tables and step-by-step workflows below. Each section that ends in *workflow*, *quick start*, or *flow* is intended to be executed top-to-bottom. Detailed reference material lives in `references/`.

## Examples

Worked end-to-end examples are kept under `evals/` (each `*.json` manifest
contains a runnable scenario). Run a Tier-3 evaluation to replay them:

```bash
nv-base validate skills/deployment/vss-setup-behavior-analytics --agent-eval
```

A minimal standalone bring-up looks like:

```bash
cd $REPO/deploy/docker
export VSS_APPS_DIR=$(pwd)
docker compose -f services/analytics/behavior-analytics/compose.yml up -d vss-behavior-analytics-base
```

Follow `references/deploy-behavior-analytics-service.md` for the full
workflow (entrypoint pick, config source, dynamic updates).

## Limitations

- **No HTTP API.** This is a broker stream processor — it reads and writes Kafka / Redis Streams / MQTT and serves
  no REST endpoint, so there is nothing to `curl` and no `/health` to probe. Verify it through container logs and
…

Read the whole file at its exact version.

How to install

Latest version
mdr add nvidia-ai-blueprints/video-search-and-summarization/vss-setup-behavior-analytics@v3.3.0
Exact content
mdr add nvidia-ai-blueprints/video-search-and-summarization/vss-setup-behavior-analytics@sha256:6676ea6aecdaac6e

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

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Versions

versioncommittedcommitsizeaudit
v3.3.0 latest2026-09-14 4ac059f 10,924 BA view · diff
v3.3.02026-09-03 ef90259 10,914 BA view · diff
v3.2.02026-09-01 fdf50ba 10,884 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (10924 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

nvidia-ai-blueprints/video-search-and-summarization · 1,876 stars · license NOASSERTION · pushed 2026-09-24 · branch develop

API

GET https://markdownregistry.com/api/v1/artifacts/art_acucbp4rlfye4j4x
GET https://markdownregistry.com/api/v1/resolve?ref=nvidia-ai-blueprints/video-search-and-summarization/vss-setup-behavior-analytics
GET https://markdownregistry.com/api/v1/blob/6676ea6aecdaac6e5fb2cc9515f62fb8a4b313e726f1601a604da9ffd0568897

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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