Skills

This skill serves as the AI agent's end-to-end framework for monitoring and observability architecture. It activates whenever the agent must reason about system visibility, operational health, alerting, metrics design, log aggregation, distributed tracing, or any task that requires understanding how systems are observed, measured, and kept reliable. The agent follows a structured, phased approach—moving from discovery through design, implementation guidance, and documentation—producing actionable, production-grade monitoring strategies.

When to use

Activate this skill when any of the following situations, requests, or contextual signals are present: