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Log Summarizer

ASecurity

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

  • 4 stars
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  • Added June 4, 2026
development

Security analysis

A100/100

Scanned June 4, 2026

npx -y skills add lidge-jun/cli-jaw-skills --skill log-summarizer --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
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.

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