observability-analyst

Audit microservices observability stacks for health endpoints, Prometheus metrics, and tracing.

Updated Feb 22, 2026
One-click install
npx skills add https://github.com/Muath2000/TradeStation --skill observability-analyst
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: observability-analyst
Source: https://github.com/Muath2000/TradeStation/tree/main/.claude/skills/observability-analyst
Command: npx skills add https://github.com/Muath2000/TradeStation --skill observability-analyst

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and assets (resource) components.

What problem does it solve?

This Skill ensures that all services are thoroughly monitored, debugged, and alerted on in production environments by auditing their observability stacks.

Core Features & Use Cases

  • Endpoint Validation: Verifies the presence and functionality of critical health, readiness, metrics, and version endpoints.
  • Metrics & Logging Audit: Reviews Prometheus metrics and structured logging practices for completeness and adherence to standards.
  • Tracing & Error Handling: Assesses distributed tracing implementation and error handling strategies, including PII protection.
  • Use Case: A Principal Observability Engineer uses this Skill to audit a new microservice, ensuring it meets the company's standards for uptime monitoring, performance tracking, and incident response before it goes live.

Quick Start

Use the observability-analyst skill to audit the observability stack for the 'user-service'.

Frequently Asked Questions about observability-analyst

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

FAQPage Schema
How do I audit microservice observability endpoints like /healthz and /metrics?

To audit microservice observability, you validate the presence and functionality of critical health, readiness, metrics, and version endpoints. This ensures your services are thoroughly monitored, debugged, and alerted on in production environments.

What is distributed tracing and how does it handle PII protection during an observability audit?

Distributed tracing tracks requests across microservices, and auditing it assesses implementation and error handling strategies. A proper audit ensures correlation ID propagation is functional and validates PII protection within structured logs and traces.

How do I document Prometheus metrics and structured logging for a new microservice?

Documenting Prometheus metrics involves reviewing existing metric practices and structured logging for completeness and adherence to standards. This process verifies that uptime monitoring, performance tracking, and incident response meet required observability baselines.

Can I use this to verify SLI and SLO dashboard adherence before a service goes live?

Yes, you can verify SLI and SLO dashboard adherence before a service goes live. The audit validates that observability stacks, including health endpoints and metrics, meet company standards for uptime monitoring and incident response.

Does observability auditing require correlation ID propagation across all microservices?

Yes, observability auditing requires correlation ID propagation across microservices. Validating this propagation is a core component of assessing distributed tracing implementation and ensuring logs can be accurately traced throughout the system.

Why does my observability stack fail to alert properly during production incidents?

An observability stack fails to alert properly when health, readiness, and metrics endpoints are missing or misconfigured. Auditing these endpoints and validating Prometheus metrics ensures complete coverage for production incident response.