vss-generate-video-report SKILL.md skillA

vss-generate-video-report from nvidia-ai-blueprints/video-search-and-summarization is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add nvidia-ai-blueprints/video-search-and-summarization/vss-generate-video-report@v3.3.0-rc0

Pins v3.3.0-rc0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
nvidia-ai-blueprints/video-search-and-summarization
Path
skills/operations/vss-generate-video-report/SKILL.md
Versions recorded
10
Latest version
v3.3.0-rc0, committed Oct 1, 2026
First version recorded
Sep 14, 2026
Size
36,229 bytes
Repository stars
1,968
License
Apache-2.0

Use this skill when producing a VSS analysis report — Mode A per-clip VLM, Mode B incident-range via video-analytics, Mode C SOP compliance via the SOP tools. Not for standalone video summarization, real-time alerts or ad-hoc Q&A.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Report

## When to Use

- Generate a per-clip VLM video analysis report (Mode A)
- Generate a narrative report over an incident/alert time range (Mode B)
- Generate an SOP compliance report via the SOP tools (Mode C)

Not for standalone video summarization, real-time alerts, or ad-hoc Q&A.

Generate a video analysis report by routing to one of three backends — **never via** `POST /generate` on the VSS agent.

| Mode | Backend | Steps |
|---|---|---|
| **A. Video clip** | `A1` `/vss-manage-video-io-storage` → clip URL → **VLM chat/completions** OR `A2` local video file on disk or base64 video + a VLM endpoint (caller-supplied or Step 2-discovered) | [`references/report-types/video-analysis.md`](references/report-types/video-analysis.md) |
| **B. Incident range** | `/vss-query-analytics` → incident list → narrative report | [`references/report-types/incident-range.md`](references/report-types/incident-range.md) |
| **C. SOP compliance** | VA-MCP `get_sop_report` (direct MCP call on `${VA_MCP_URL}`) → SOP compliance report | [`references/report-types/sop-compliance.md`](references/report-types/sop-compliance.md) |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nvidia-ai-blueprints/video-search-and-summarization/vss-generate-video-report@sha256:e3f782d479a7cedd

The line at the top of this page pins the label v3.3.0-rc0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_imnk7aaxtnupdmas.svg)](https://markdownregistry.com/a/art_imnk7aaxtnupdmas)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 10 versions of this file, between Sep 14, 2026 and Oct 1, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
v3.3.0-rc0 latest2026-10-01 7e1104a 36,229 BA view · diff
v3.3.0-rc02026-09-30 20574d2 35,278 BA view · diff
v3.3.0-rc02026-09-29 7ccc5db 35,627 BA view · diff
v3.3.02026-09-28 4e29ded 35,623 BA view · diff
v3.3.02026-09-23 302e11a 35,339 BA view · diff
v3.3.02026-09-18 0224c97 35,127 BA view · diff
v3.3.02026-09-16 1ea1d64 34,746 BA view · diff
v3.3.02026-09-15 be76084 34,426 BA view · diff
v3.3.02026-09-14 4ac059f 41,222 BA view · diff
v3.3.02026-09-14 256ae38 41,207 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (36229 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 · 1,968 stars · license Apache-2.0 · pushed 2026-11-07 · branch develop

API

GET https://markdownregistry.com/api/v1/artifacts/art_imnk7aaxtnupdmas
GET https://markdownregistry.com/api/v1/resolve?ref=nvidia-ai-blueprints/video-search-and-summarization/vss-generate-video-report
GET https://markdownregistry.com/api/v1/blob/e3f782d479a7ceddcac13ebef6efdfd44980caeb80592790ee32399c25cdf26e

Your AI assistant 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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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