JFrog Runtime

Monitor JFrog Runtime clusters, sensors, controllers, and container images for health and security insights.

5|1|Updated Mar 2, 2026

Search Tags:#monitoring #security #runtime #kubernetes #vulnerabilities #container

Ready to run

npx skills add https://github.com/jfrog/ai-agent-examples --skill jfrog-runtime

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: JFrog Runtime
Source: https://github.com/jfrog/ai-agent-examples/tree/main/platform-features/skills/jfrog-runtime
Command: npx skills add https://github.com/jfrog/ai-agent-examples --skill jfrog-runtime

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Monitors JFrog Runtime clusters, sensors, controllers, and running container images to surface health and security insights.

Core Features & Use Cases

Monitor Runtime clusters: view cluster status, node counts, and controller health.
Inspect nodes and sensors: verify sensor installation and health across clusters.
List and assess running images: retrieve image data and vulnerability indicators for prioritization.
Use case example: before promoting a build, verify cluster health and image security across all clusters.

Quick Start

List all Runtime clusters with health status and running images for quick review.

Frequently Asked Questions about JFrog Runtime

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

FAQPage Schema

How do I monitor Kubernetes cluster health and node status?▼

You can monitor Kubernetes cluster health by retrieving cluster status, node counts, and controller health. This provides visibility into sensor installation and operational conditions across multiple runtime environments.

How do I check running container images for vulnerabilities?▼

To check running container images for vulnerabilities, retrieve image data to surface vulnerability indicators. This allows teams to prioritize security risks across active containers before promoting builds.

Do I need the JFrog CLI to inspect runtime sensors and controllers?▼

You need the JFrog CLI (version 2.100.0 or higher recommended) or API access via runtime endpoints. Authentication requires a Bearer token and a valid JFrog URL to query sensors and controllers.

What is the best way to verify cluster health before promoting a build?▼

The best way to verify cluster health before promoting a build is to query cluster status, inspect sensor installations, and assess running image vulnerability indicators across all clusters for rapid troubleshooting.

Can I view node counts and controller health across multiple clusters?▼

Yes, you can view node counts and controller health across multiple clusters. The monitoring capability aggregates cluster status and sensor health to provide operational visibility for troubleshooting.