video-search-and-summarization

Name: video-search-and-summarization Review
Item: video-search-and-summarization
Rating: 3.2
Author: Aaron Matthews

Skill Data & Analytics Usable

Works inClaude Code

Usable Scanned — metadata only

Reduces manual video review overhead and accelerates threat detection by enabling real-time search, summarization, and Q&A across video feeds without buildin…

NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.

Ask Claude to summarize key events from hours of surveillance or operational video footage quickly.
Generate automated incident reports by analyzing video content and extracting relevant visual details.
Find specific moments in video archives by searching for activities, objects, or conditions visually.

1,749 starsFreeQuick setup

Usable rating — This tool is functional but has notable gaps. Review the evaluation notes below before deploying.

Why it matters

Reduces manual video review overhead and accelerates threat detection by enabling real-time search, summarization, and Q&A across video feeds without building custom pipelines.

Best for

Enterprise security and operations teams needing to extract actionable insights from video streams at scale with minimal latency.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/NVIDIA-AI-Blueprints/video-search-and-sum...

By NVIDIA-AI-Blueprints

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → Plugins → Add plugin. Search and click Install. Skills work in Claude Code only.

Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.

Command

claude plugins install NVIDIA-AI-Blueprints/video-search-and-summarization

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

Auto-generated from the tool's public listing — not hands-on verified. Cross-check against the source repo's README before running.

First thing to try

After installing, paste this into Claude:

Summarize key events from hours of surveillance or operational video footage quickly

CostFree

Trust Signals Auto-scanned

Stars1,749Last updated2026-07-23Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-07-23 · scanner v1

Community Pulse New

No community discussions found yet. This doesn't mean the tool isn't good — it may be new or serve a niche use case.

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

Scored from trust signals (evidence-eval-v1): 1,749 GitHub stars; contributors unknown; last commit 0d ago; license no license.

Things to check

Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

2/5

Versatility

5/5

Reliability

3/5

Security

3/5

Overall score3.15 / 5.00 UsableEvaluatedJul 2026

Scored from trust signals (evidence-eval-v1): 1,749 GitHub stars; contributors unknown; last commit 0d ago; license no license.

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