Can I use this for cloud-based monitoring beyond Kubernetes?

Yes, it includes integrated gcloud monitoring commands to query Prometheus metrics stored in Google Cloud Monitoring for long-term trend analysis.

Does it support Data Quality checks?

Yes, it includes procedures for running DQ scripts and daily composite health reports that write directly to the system database.

What systems does ssmd-health-run monitor?

It monitors the SSmd ecosystem, including Kubernetes pods, NATS JetStream, Postgres, Redis, and specific crypto connectors like Kalshi, Kraken, and Polymarket.

How does it handle containers without curl or wget?

The skill utilizes kubectl port-forwarding to bridge local access to internal health and metric endpoints, allowing diagnostics on minimal container images.

What is the interpretation matrix used for?

It provides a standardized rubric to classify system health into Green, Yellow, or Red states based on idle times, message counts, and connection status.

SSmd System Health & Monitoring

Name: SSmd System Health & Monitoring
Author: aaronwald

byaaronwald

•

分析与监控

Executes comprehensive health diagnostics and performance monitoring for SSmd data pipeline infrastructure.

The ssmd-health-run skill provides a standardized framework for auditing the health of the SSmd ecosystem, including real-time triage of Kubernetes pods, deep-dive inspections of Rust-based connectors, and infrastructure validation for NATS JetStream, Postgres, and Redis. It streamlines the investigation of data pipeline degradations, post-deployment verifications, and cross-component status reporting by providing pre-configured commands for port-forwarding, metric collection, and Cloud Monitoring queries. This skill is essential for maintaining high-availability data feeds and ensuring consistent data quality across complex distributed systems.

主要功能

01Infrastructure health audits for NATS JetStream, Redis, and Postgres

02Integrated GCP Cloud Monitoring time-series analysis for performance trends

03Standardized health interpretation matrix for Green/Yellow/Red status reporting

04Real-time Kubernetes pod triage and automated event monitoring

05Health and metric extraction for Rust containers via port-forwarding

061 GitHub stars

使用场景

01Investigating data pipeline lag or connector disconnects in production

02Conducting scheduled data quality (DQ) and composite infrastructure audits

03Verifying system stability and pod readiness immediately after a deployment

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add aaronwald/dlawskillz ssmd-health-run

For use in Claude.ai and ChatGPT

Download Skill