Honeycomb Production Investigation

Structured workflows for debugging production issues. The MCP tools document their own parameters — this skill focuses on the sequence of tool calls and how to interpret results to reach a root cause.

The Core Analysis Loop

This workflow implements the core analysis loop (Define → Visualize → Investigate → Evaluate) from the observability-fundamentals skill. If BubbleUp returns nothing useful, the issue is often an instrumentation gap — add the missing attributes (see the otel-instrumentation skill) and try again.

Investigation Workflow