vss-generate-video-report

Generate narrative VSS incident reports from video analytics data.

49|14|Updated Aug 27, 2025
One-click install
npx skills add https://github.com/NVIDIA/sop-monitoring-blueprints --skill vss-generate-video-report-nvidia
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: vss-generate-video-report
Source: https://github.com/NVIDIA/sop-monitoring-blueprints/tree/main/agentic/vss-sop-skills/vss-sop-build/references/vss/vss-generate-video-report
Command: npx skills add https://github.com/NVIDIA/sop-monitoring-blueprints --skill vss-generate-video-report-nvidia

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill eliminates the manual effort of searching VSS incident data, identifying safety patterns, and compiling narrative reports from video analytics events.

Core Features & Use Cases

  • Incident Queries: Retrieve incidents from Elasticsearch through VA-MCP using sensor, time-range, and VLM-verdict filters.
  • Pattern Analysis: Analyze incident peaks, frequency, and related safety metrics for operational review.
  • Narrative Reports: Generate visual and narrative incident reports through the VSS Agent, including PPE violations and other safety events.
  • Use Case: Review confirmed PPE violations for a specific sensor during a shift, analyze incident trends, and produce a human-approved report for safety management.

Quick Start

Use the vss-generate-video-report skill to query incidents for the requested sensor and time range, analyze the results, and generate a human-approved narrative report.

Frequently Asked Questions about vss-generate-video-report

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate incident reports from video analytics data in Elasticsearch?

Generate incident reports from video analytics data by querying Elasticsearch through VA-MCP, analyzing safety events, and compiling narrative reports via the VSS Agent. Filter incidents by sensor, time range, and VLM verdicts.

Can I filter PPE violation incidents by sensor and time range?

Filter PPE violation incidents by sensor and time range by querying Elasticsearch through VA-MCP. Apply VLM-verdict filters to review confirmed safety events for specific shifts and generate human-approved reports.

What components are required to analyze VSS safety events and incident patterns?

Analyzing VSS safety events requires the VSS alerts profile, accessible Elasticsearch, VA-MCP on port 9901, and the VSS Agent on port 8000. These components retrieve incidents and generate narrative reports.

How does pattern analysis work for VSS safety events and incident frequency?

Pattern analysis for VSS safety events works by retrieving incidents from Elasticsearch and evaluating incident peaks, frequency, and related safety metrics. This identifies operational trends for safety management review.

Are there limitations when querying VSS incident data through VA-MCP?

Querying VSS incident data through VA-MCP requires the VSS alerts profile and accessible Elasticsearch. Without the VSS Agent on port 8000 and VA-MCP on port 9901, incident retrieval and narrative report generation cannot execute.

What is the best way to compile narrative reports from video analytics safety events?

The best way to compile narrative reports from video analytics safety events is querying incidents via VA-MCP, analyzing patterns and PPE violations, and generating human-approved reports through the VSS Agent.