Invoke IMMEDIATELY via python script when user requests problem analysis or root cause investigation. Do NOT explore first - the script orchestrates the investigation.
Problem Analysis
Root cause identification skill. Identifies WHY a problem occurs, NOT how to fix
it.
Invocation
Do NOT explore or analyze first. Run the script and follow its output.
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