vss-query-analytics

Query VA-MCP video analytics incidents, metrics, and sensor data read-only.

Updated Apr 16, 2026
One-click install
npx skills add https://github.com/sayalinvidia/sayali-skills-test --skill vss-query-analytics
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: vss-query-analytics
Source: https://github.com/sayalinvidia/sayali-skills-test/tree/main/skills/vss-query-analytics
Command: npx skills add https://github.com/sayalinvidia/sayali-skills-test --skill vss-query-analytics

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Enables read-only querying of video analytics data (incidents, metrics, sensor data, and alerts) from the VA-MCP backend without triggering deployment actions or VLM interactions.

Core Features & Use Cases

  • Read-only access to VA-MCP for incidents, metrics, sensor data, and alerts, suitable for dashboards, audits, and QA checks.
  • Follows the required two-step VA-MCP interaction pattern (initialize to obtain session ID, then tool/call with that session) to ensure secure, repeatable queries.
  • Guards against untrusted actions by blocking deployments or VLM-triggered workflows and clearly signaling when user input could trigger risk.

Quick Start

Ask your agent to fetch the latest incidents from VA-MCP using the two-step pattern (initialize then tools/call) and present a concise summary.

Frequently Asked Questions about vss-query-analytics

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

FAQPage Schema
How do I query video analytics incidents and metrics from a VA-MCP endpoint?

To query video analytics incidents and metrics from a VA-MCP endpoint, you must use a two-step pattern: initialize a session to obtain a session ID, then call the endpoint with that session header for read-only retrieval.

Can I trigger video analytics deployments or VLM interactions using VA-MCP?

No, you cannot trigger deployments or VLM interactions using this VA-MCP access method. It enforces read-only retrieval for incidents, metrics, and sensor data while actively blocking deployment or VLM-triggered workflows.

What is the required session pattern for retrieving video analytics sensor data?

Retrieving video analytics sensor data requires a two-step session pattern: first initialize the connection to get a session ID, then execute a tools/call request with the session header to securely fetch the sensor data.

Does VA-MCP query access support read-only monitoring and QA workflows?

Yes, VA-MCP query access supports read-only monitoring and QA workflows by enabling secure, repeatable queries for video analytics alerts and incidents without executing deployment or VLM actions.

What types of video analytics data can I retrieve using the two-step VA-MCP pattern?

Using the two-step VA-MCP pattern, you can retrieve video analytics incidents, metrics, sensor data, and alerts. This read-only access is suitable for building dashboards, conducting audits, and performing QA checks.

Are there limitations when accessing video analytics data through VA-MCP guardrails?

The main limitation of accessing video analytics data through VA-MCP guardrails is the strict enforcement of read-only actions, which blocks any attempts to trigger deployments or VLM interactions to prevent untrusted actions.