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