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production-investigation

Skill

Structured workflows for investigating production issues in Honeycomb — the sequence of tool calls (context priming, broad query, BubbleUp, trace analysis, verification) and how to chain results between steps to reach root causes. Trigger phrases: "investigate production issue", "debug latency spike

0Debugging

Install

git clone https://github.com/honeycombio/agent-skill.git ~/.claude/skills/production-investigation

What is production-investigation?

Structured workflows for investigating production issues in Honeycomb — the sequence of tool calls (context priming, broad query, BubbleUp, trace analysis, verification) and how to chain results between steps to reach root causes. Trigger phrases: "investigate production issue", "debug latency spike", "find root cause", "use BubbleUp", "analyze traces", "debug an outage", "why is my API slow", "errors are increasing", "health check", "SLO burning", or any request to investigate or debug production problems.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~128 tokens of context used while enabled, before you invoke anything

Documentation

README · ~4 min read

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

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