Opentelemetry

by bobmatnyc718070a7d622MIT77 starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated 2 months ago

OpenTelemetry observability patterns: traces, metrics, logs, context propagation, OTLP export, Collector pipelines, and troubleshooting

Instructions onlyDevOps & Cloud
AI-generated overview

Reference guidance for instrumenting services with OpenTelemetry and exporting OTLP telemetry through a Collector.

What it does
This skill provides reference material on OpenTelemetry observability patterns, covering traces, metrics, logs, context propagation, sampling, and semantic conventions. It also documents Collector pipelines, processors, deployment patterns, tail sampling, and OTLP export, plus manual instrumentation, propagation pitfalls, cardinality, and debugging. It is an instructions-only skill with no scripts; its output is guidance rather than generated files.
When to use it
Use it when building production observability, adding tracing to distributed systems, or standardizing telemetry across languages. It is also relevant when correlating logs with trace IDs or troubleshooting telemetry pipelines.
Requirements
No tools, packages, runtimes, credentials, or network access are required; the skill ships no scripts and consists of markdown reference documents only.

OpenTelemetry

Quick Start (signal design)

  • Export OTLP via an OpenTelemetry Collector (vendor-neutral endpoint).
  • Standardize resource attributes: service.name, service.version, deployment.environment.
  • Start with auto-instrumentation, then add manual spans and log correlation.

Load Next (References)

  • references/concepts.md — traces/metrics/logs, context propagation, sampling, semantic conventions
  • references/collector-and-otlp.md — Collector pipelines, processors, deployment patterns, tail sampling
  • references/instrumentation-and-troubleshooting.md — manual spans, propagation pitfalls, cardinality, debugging

Source and attribution

Source:bobmatnyc/claude-mpm-skillsinuniversal/observability/opentelemetryat commit718070a

License: MIT

Content belongs to its original authors. SourceWeft indexes it from a public repository.

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