Can it help me set up alerts and SLOs?

Yes, it includes best practices for defining Service Level Indicators (SLIs) and Objectives (SLOs), as well as designing alerts that are actionable and linked to runbooks.

Does it support distributed tracing?

Absolutely. It covers OpenTelemetry integration, W3C traceparent standards, and the propagation of correlation IDs across service boundaries to track request flows.

Which logging libraries does this skill support?

The skill provides specialized guidance for industry-standard libraries like Pino and Winston, emphasizing structured JSON logging over string concatenation.

How does this help with debugging production issues?

It provides structured workflows for identifying symptoms, isolating specific requests using correlation IDs, and using log analysis patterns with tools like jq to find root causes.

What are the 'Four Golden Signals' mentioned in the skill?

The Four Golden Signals are Latency, Traffic, Errors, and Saturation. These represent the essential metrics needed to monitor the health of any user-facing system.

Production Observability & Monitoring

Name: Production Observability & Monitoring
Author: srstomp

bysrstomp

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分析与监控

Implements logging, metrics, tracing, and alerting to ensure production applications are reliable, visible, and easy to debug.

关于

The Observability skill empowers Claude to architect and implement the three pillars of system visibility—logs, metrics, and traces—within your codebase. It provides expert guidance on structured logging with Pino and Winston, metric collection using Prometheus or DataDog, and distributed tracing via OpenTelemetry. Whether you are setting up Service Level Objectives (SLOs), designing actionable alerts to prevent alert fatigue, or debugging complex production issues using correlation IDs, this skill ensures your applications meet production-grade standards for reliability and maintainability.

主要功能

Production debugging workflows and log analysis patterns
Distributed tracing setup with OpenTelemetry and correlation IDs
SLI/SLO definition and actionable alerting strategy design
Metric instrumentation including Counters, Gauges, and Histograms
Structured logging implementation using Pino and Winston patterns
2 GitHub stars

使用场景

Adding request-scoped logging with correlation IDs to a microservice
Setting up the Four Golden Signals for infrastructure and application monitoring
Designing a high-quality alerting matrix to reduce pager noise and fatigue

关于

主要功能

Production debugging workflows and log analysis patterns
Distributed tracing setup with OpenTelemetry and correlation IDs
SLI/SLO definition and actionable alerting strategy design
Metric instrumentation including Counters, Gauges, and Histograms
Structured logging implementation using Pino and Winston patterns
2 GitHub stars

使用场景

Adding request-scoped logging with correlation IDs to a microservice
Setting up the Four Golden Signals for infrastructure and application monitoring
Designing a high-quality alerting matrix to reduce pager noise and fatigue