lenialno

Incident Investigator — Data & AI agent for Claude Code

Data & AI community

Investigates an LLM-serving incident (vLLM or SGLang) in an isolated context.

How to install Incident Investigator

Installs to ~/.claude/agents/lenialno-roofline-incident-investigator.md

Terminal
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/lenialno/roofline/HEAD/agents/incident-investigator.md -o ~/.claude/agents/lenialno-roofline-incident-investigator.md

Restart Claude Code, or start a new session, for it to be picked up.

What Incident Investigator does


name: incident-investigator description: "Investigates an LLM-serving incident (vLLM or SGLang) in an isolated context. Reads long runtime logs, runs the toolbox health, metrics and gpu tasks, checks competing hypotheses and returns a short verdict with the root cause and the next action. Use for long logs, incidents spanning hours, or several hypotheses, so the main conversation receives only the summary. Also used for Russian requests about инцидент, OOM, очередь, p95." tools: Bash, Read,

Alternatives in Data & AI

Full documentation available on GitHub

View Source Repository