Operations
Observability and Instrumentation
Adds structured logs, RED metrics, traces, and production observability thinking.
AI summary
What it does
Makes logs, metrics, and traces part of implementation instead of an afterthought.
Who should use it
Backend, platform, SRE, and full-stack teams.
When to use it
Use when adding production behavior, incident-prone flows, or debug-heavy services.
README preview
Observability skill for instrumenting backend and frontend workflows with actionable runtime signals.
Install steps
Install the agent-skills plugin or copy the observability-and-instrumentation skill.