log-summarizer

Group similar log messages and identify likely root causes.

5|Updated Feb 26, 2026

Search Tags:#developer tools #debugging #root cause #troubleshooting #logs #error analysis

Ready to run

npx skills add https://github.com/lidge-jun/cli-jaw-skills --skill log-summarizer-lidge-jun

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: log-summarizer
Source: https://github.com/lidge-jun/cli-jaw-skills/tree/main/log-summarizer
Command: npx skills add https://github.com/lidge-jun/cli-jaw-skills --skill log-summarizer-lidge-jun

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps developers quickly understand and debug complex or noisy log outputs by identifying the root causes of errors and suggesting actionable next steps.

Core Features & Use Cases

Error Grouping: Consolidates similar log messages to highlight recurring issues.
Root Cause Analysis: Translates technical error messages into understandable causes.
Actionable Insights: Provides clear, immediate steps for troubleshooting and resolution.
Use Case: When a service is experiencing intermittent failures, use this Skill to analyze the logs, pinpoint the earliest error, and get suggestions on what to check first.

Quick Start

Use the log-summarizer skill to analyze the provided log snippet and suggest next steps.

Frequently Asked Questions about log-summarizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I find the root cause of errors in noisy application logs?▼

You can summarize noisy logs to identify likely causes of errors by grouping similar messages, translating technical errors into understandable causes, and outputting top error groups with counts for debugging.

What is the best way to analyze system logs for intermittent failures?▼

Analyzing logs for intermittent failures involves consolidating similar log messages to highlight recurring issues, identifying the earliest error, and providing immediate troubleshooting steps to resolve them.

What information do I need to provide for accurate log error analysis?▼

You need to provide log snippets, service names, and recent deployment information to get accurate analysis and output top error groups with counts and likely root causes.

Can I use this to group similar log messages and highlight recurring issues?▼

Yes, log summarization consolidates similar log messages to highlight recurring issues, translates technical error messages into understandable causes, and suggests actionable next steps for resolution.

How does a log summarizer translate technical error messages into actionable insights?▼

A log summarizer translates technical error messages into actionable insights by identifying likely root causes and providing clear, immediate steps for troubleshooting and resolution.