How does Log Debugger help with stack traces?

It parses the frames to find the first point of failure and links them to specific hypotheses about why the code is failing in that specific context.

What kind of output does the skill provide?

You receive a structured summary including the likely cause, cited evidence from the logs, a numbered list of next steps, and a recommended fix direction.

Can it handle multi-service logs?

Yes, it is designed to identify scope across different modules or services by analyzing request IDs and time windows within the provided log data.

When is the best time to use this skill?

Trigger this skill whenever you are faced with a crash or error and need to answer questions like 'why is this happening?' or 'analyze this stack trace.'

Log Debugger

Name: Log Debugger
Author: jihyukma123

byjihyukma123

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분석 및 모니터링

Diagnoses software errors by analyzing logs, stack traces, and system output to identify root causes and actionable fixes.

Log Debugger is a specialized skill for Claude Code designed to streamline the troubleshooting process by transforming raw error data into actionable insights. It systematically parses logs to identify the first point of failure, determines the scope of the issue across services or modules, and generates ranked hypotheses based on extracted evidence. By providing a structured workflow that links specific log lines to probable causes, this skill helps developers move quickly from error detection to verified resolution with clear reproduction steps and fix directions.

주요 기능

01Automated stack trace and log signal parsing

02Evidence-based root cause hypothesis generation

030 GitHub stars

04Targeted reproduction and verification steps

05Structured output with clear, quoted evidence

06Cross-service error scope and impact identification

사용 사례

01Identifying the root cause of complex production incidents from log dumps

02Analyzing deep-seated stack traces during local development debugging

03Determining the scope of errors across microservices using request IDs

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jihyukma123/codex-skills-test log-debug

For use in Claude.ai and ChatGPT

Download Skill