vss-generate-video-report-rag SKILL.md skillB
vss-generate-video-report-rag 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.
mdr add nvidia-ai-blueprints/video-search-and-summarization/vss-generate-video-report-rag@v3.3.0-rc0Pins v3.3.0-rc0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nvidia-ai-blueprints/video-search-and-summarization
- Path
skills/operations/vss-generate-video-report-rag/SKILL.md- Versions recorded
- 4
- Latest version
- v3.3.0-rc0, committed Sep 29, 2026
- First version recorded
- Sep 1, 2026
- Size
- 10,846 bytes
- Repository stars
- 1,968
- License
- Apache-2.0
Generates VSS video summary reports with LVS HITL and optional Enterprise RAG document grounding. Trigger when the user asks for a frag/RAG-assisted video report, knowledge-enhanced analysis, or Enterprise RAG context in a video summary.
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
# VSS Generate Video Report RAG — Video Analysis with Enterprise RAG Generate video summary reports using the LVS profile's RAG-enabled agent config. This skill adds Enterprise RAG document grounding and guided human-in-the-loop (HITL) parameter collection on top of the VSS agent. Always run `curl` commands yourself; never instruct the user to run them. ## Enable Enterprise RAG on the LVS Profile The repository ships the RAG-enabled LVS agent config at `deploy/docker/developer-profiles/dev-profile-lvs/vss-agent/configs/config_rag.yml`. It is a superset of the default LVS config: regular caption retrieval remains enabled, and `frag_retrieval` adds Enterprise RAG document grounding. Use the normal `/vss-build-vision-ai` workflow for deployment. The source `.env` and `overrides.env` remain read-only; initialize `generated.env` from `overrides.env` and apply non-secret overrides there. `generated.env` is ignored by the repository, but it is still a plaintext file: do not commit it, paste it into logs, or store long-lived credentials there. Prefer a vault, Docker secrets, or ephemeral shell environment variables for API keys. ### Step 1: Configure the generated env file ```bash …
Read the whole file at its exact version.
How to install
mdr add nvidia-ai-blueprints/video-search-and-summarization/vss-generate-video-report-rag@sha256:8018a7ddee640ffcThe 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.
[](https://markdownregistry.com/a/art_g6ymfg5cw7enrvfi)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Sep 1, 2026 and Sep 29, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v3.3.0-rc0 latest | 2026-09-29 | 7ccc5db | 10,846 B | B | view · diff |
| v3.2.0 | 2026-09-17 | df64b82 | 10,842 B | B | view · diff |
| v3.2.0 | 2026-09-14 | 4ac059f | 10,809 B | B | view · diff |
| v3.2.0 | 2026-09-01 | fdf50ba | 10,818 B | B | view |
Audit of the latest version
- fail: No instruction to read or print local credentials (matched: read-only; initialize `generated.env)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10846 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
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_g6ymfg5cw7enrvfi GET https://markdownregistry.com/api/v1/resolve?ref=nvidia-ai-blueprints/video-search-and-summarization/vss-generate-video-report-rag GET https://markdownregistry.com/api/v1/blob/8018a7ddee640ffcb7dc599d1c2f339470a5cd27f4725463771b9e961f1b55d1
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.
More from nvidia-ai-blueprints/video-search-and-summarization
Every file in nvidia-ai-blueprints/video-search-and-summarization