name: log-summarizer description: Summarize noisy logs into likely causes and next steps. Use when a junior developer needs help interpreting logs.

Log Summarizer

Purpose

Summarize noisy logs into likely causes and next steps.

Inputs to request

• Log snippet and time range.
• Service or component name.
• Recent deploys or config changes.

Workflow

1. Group similar errors and identify the first failure.
2. Translate error messages into likely causes.
3. Suggest immediate checks or fixes.

Output

• Top error groups with counts.
• Likely root cause and next actions.

Quality bar

• Focus on the earliest failing signal.
• Separate symptoms from root causes.