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ops-telemetry-query

Query Boundless telemetry views for broker heartbeats, evaluations, and completions.

1|Updated Apr 11, 2026
Search Tags:#monitoring#sql#data-analysis#telemetry#redshift#broker-health
One-click install
npx skills add https://github.com/Current-cmd/PlsTrustMe --skill ops-telemetry-query-current-cmd
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ops-telemetry-query
Source: https://github.com/Current-cmd/PlsTrustMe/tree/main/.claude/skills/ops-telemetry-query
Command: npx skills add https://github.com/Current-cmd/PlsTrustMe --skill ops-telemetry-query-current-cmd

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables Boundless operators and engineers to retrieve broker telemetry data from the Redshift-compatible warehouse to diagnose health, latency, and reliability issues across prod and staging environments.

Core Features & Use Cases

  • Connect to the telemetry data warehouse using a Redshift URL, read credentials from repository secrets or direct input, and translate addresses with network_address_labels.json for readable output.
  • Query the three telemetry views (telemetry.broker_heartbeats, telemetry.request_evaluations, telemetry.request_completions) to analyze broker health, decision evaluations, and completion metrics in real time.
  • Provide environment-aware context and label mappings to improve runbook readability and incident response.

Quick Start

Export REDSHIFT_URL or provide credentials, then run a sample query against the telemetry views to retrieve recent broker data.

Frequently Asked Questions about ops-telemetry-query

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

FAQPage Schema
How do I query broker heartbeat telemetry data from a Redshift warehouse?▼

To query broker heartbeat telemetry, connect to your Redshift-compatible warehouse using a configured REDSHIFT_URL and query the telemetry.broker_heartbeats view to retrieve latest health status across environments.

What telemetry views are available for monitoring Boundless broker health and request metrics?▼

Boundless telemetry monitoring uses three Redshift schema views: telemetry.broker_heartbeats for health status, telemetry.request_evaluations for decision metrics, and telemetry.request_completions for operational timing data.

Do I need to configure separate credentials to query telemetry data across prod and staging environments?▼

Yes, querying telemetry data across prod and staging requires environment-aware credentials. You must supply a Redshift URL with sslmode and configure repository secrets to ensure environment-specific access.

How do I map raw network addresses to readable labels when analyzing broker telemetry?▼

You can map raw network addresses to readable labels by supplying a canonical address label mapping using network_address_labels.json, which translates addresses for improved runbook readability during telemetry analysis.

What is the best way to diagnose broker latency and reliability issues using telemetry data?▼

The best way to diagnose broker latency and reliability issues is querying telemetry.request_evaluations and telemetry.request_completions views in Redshift to analyze decision metrics and operational timing across environments.

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