vss-build-vision-ai skillB
vss-build-vision-ai is agent-read markdown (skill) from nvidia-ai-blueprints/video-search-and-summarization: Add agent-ready vision capabilities — dense captioning, detection, search, alerting, summarization — to an agent or application through a customizable, self-contained vision stack built on the NVIDIA VSS Blueprint. Use this skill when a developer or agent wants to give their app vision: pick capabilities via guided intake ("build a vision agent", "add vision capabilities") or describe them in natural language ("create a profile for streaming dense captioning", "add agentic search to my base depl.
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
# Build Vision Agent `build-vision-ai` gives agents and developers **agent-ready vision capabilities through a customizable, self-contained application stack** built on the **NVIDIA VSS Blueprint**. A developer or agent adds vision to their application by selecting the capabilities they want (guided intake) or describing them in natural language, and the skill routes to a validated developer profile — or composes the smallest delta overlay on top of one — and deploys it. Use it whenever the user wants vision capabilities composed for them: deploying a stock profile, extending a running deployment, or building a lean custom combination. **Two ways in:** **guided intake** (state an open intent like "build a vision agent" / "add vision capabilities" and the skill walks you through capability selection) or **prompt-driven** (name the capability or profile directly). Both land on the same routing and composition flow. ## Do Not Use This Skill For - Operating an already-running deployment: search, summarize, VIOS, alerts, reports, and video Q&A requests should route to the matching operations skill after `vss configure` has recorded the deployment origin. …
Read the whole file at its exact version.
How to install
mdr add nvidia-ai-blueprints/video-search-and-summarization/vss-build-vision-ai@v3.2.0mdr add nvidia-ai-blueprints/video-search-and-summarization/vss-build-vision-ai@sha256:153a1a0845bf55d5Pin 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.
[](https://markdownregistry.com/a/art_3mdefg6noerrz6k2)
1 badge views in 30 days
Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v3.2.0 latest | 2026-09-23 | 26648df | 55,466 B | B | view · diff |
| v3.2.0 | 2026-09-23 | a7f8b1f | 53,460 B | B | view · diff |
| v3.2.0 | 2026-09-22 | f64c352 | 50,904 B | B | view · diff |
| v3.2.0 | 2026-09-22 | 979ab59 | 50,831 B | B | view · diff |
| v3.2.0 | 2026-09-22 | 98b3050 | 50,758 B | B | view · diff |
| v3.2.0 | 2026-09-22 | 21f686e | 50,606 B | B | view · diff |
| v3.2.0 | 2026-09-19 | 52610e2 | 50,375 B | B | view · diff |
| v3.2.0 | 2026-09-18 | ef3cf81 | 49,383 B | B | view · diff |
| v3.2.0 | 2026-09-18 | 72972f5 | 49,193 B | B | view · diff |
| v3.2.0 | 2026-09-18 | 0224c97 | 48,353 B | B | view · diff |
| v3.2.0 | 2026-09-17 | 5bbcdb2 | 44,490 B | A | view |
Audit of the latest version
- fail: No instruction to read or print local credentials (matched: read `COMPOSE_PROFILES` back from `override.env)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (55466 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 base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
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_3mdefg6noerrz6k2 GET https://markdownregistry.com/api/v1/resolve?ref=nvidia-ai-blueprints/video-search-and-summarization/vss-build-vision-ai GET https://markdownregistry.com/api/v1/blob/153a1a0845bf55d50075541ca36f1746bb1b5ee8731a4f354ed819f50bddcc76
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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