# Log Summarizer

> Summarize noisy logs into likely causes and next steps. Use when a junior developer needs help interpreting logs.

- Skill: `majiayu000/log-summarizer` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add majiayu000/log-summarizer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/log-summarizer/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Research & Search
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/log-summarizer

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# 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.