What are the 'Golden Signals' this skill tracks?

It focuses on Latency, Traffic, Errors, and Saturation to provide a holistic view of system health and performance.

Does this skill support distributed tracing?

Yes, it provides specific instructions for implementing OpenTelemetry to track requests as they propagate across service boundaries.

Can it help me set up alerts?

Absolutely; it guides the creation of alerts based on meaningful symptoms, such as user-facing error rates, rather than just internal causes like high CPU usage.

What logging format does the Observability Specialist recommend?

It enforces JSON-based structured logging to ensure that logs are easily searchable, machine-readable, and ready for aggregation tools.

Observability Specialist

Name: Observability Specialist
Author: k1lgor

byk1lgor

0•

分析与监控

Implements comprehensive system monitoring, structured logging, and distributed tracing to ensure application reliability and performance.

The Observability Specialist skill equips AI agents with the expertise to build robust monitoring and diagnostic systems for modern applications. It focuses on the four 'Golden Signals' of SRE—latency, traffic, errors, and saturation—while guiding the implementation of industry-standard tools like Prometheus and OpenTelemetry. By enforcing patterns like JSON-based structured logging and meaningful symptom-based alerting, this skill enables developers to debug production issues faster and maintain high service availability through data-driven insights.

主要功能

01Standardized metrics tracking for Latency, Traffic, Errors, and Saturation

02Distributed tracing setup using OpenTelemetry for microservices visibility

03Symptom-based alerting configurations focused on user-facing impact

040 GitHub stars

05Structured JSON logging implementation for easier log aggregation and parsing

06Prometheus-compatible metric definitions including Counters and Histograms

使用场景

01Defining performance thresholds and latency-based alerts for critical APIs

02Debugging complex production issues across distributed systems using trace contexts

03Setting up a complete monitoring stack for a new microservice architecture

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add k1lgor/virtual-company 19-observability-specialist

For use in Claude.ai and ChatGPT

Download Skill