debugger

Reproduce software failures and isolate the root cause from code or logs.

1|Updated Mar 15, 2026

Search Tags:#debugging #root cause #bug fixing #failure analysis #system outage

Ready to run

npx skills add https://github.com/blakeox/llm-skills --skill debugger-blakeox

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: debugger
Source: https://github.com/blakeox/llm-skills/tree/main/openclaw/skills/debugger
Command: npx skills add https://github.com/blakeox/llm-skills --skill debugger-blakeox

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and assets (resource) components.

What problem does it solve?

This Skill helps developers identify, reproduce, and isolate the root cause of bugs and system failures efficiently.

Core Features & Use Cases

Root Cause Identification: Reproduces failures honestly and isolates the smallest failing path.
Failure Analysis: Differentiates trigger, symptom, and root cause for precise debugging.
Use Case: When a production outage occurs, use this Skill to recreate the issue and pinpoint the exact failure mechanism for swift resolution.

Quick Start

Use the debugger skill to analyze the latest system crash logs and identify the root cause of the failure.

Frequently Asked Questions about debugger

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

FAQPage Schema

How do I find the root cause of a system outage from crash logs?▼

To find the root cause of a system outage, you need to analyze crash logs to reproduce the failure and isolate the smallest failing path. This process differentiates the trigger, symptom, and root cause for precise debugging and swift recovery.

What is the best way to isolate a flaky behavior bug in my code?▼

Isolating a flaky behavior bug requires reproducing the failure honestly and analyzing the code to pinpoint the exact failure mechanism. This approach streamlines debugging by separating the underlying root cause from the observed symptoms.

How does root cause analysis work for software failure investigation?▼

Root cause analysis for software failure investigation works by detecting and isolating the fundamental cause of bugs. It applies regression analysis to reproduce failures, isolate the smallest failing path, and identify the exact failure mechanism.

Can I use this debugging approach for regression analysis without external dependencies?▼

Yes, you can use this debugging approach for regression analysis without external dependencies. It requires only the ability to reproduce failures and analyze code or logs to differentiate the trigger from the root cause.

Why should I differentiate between a bug trigger and the root cause during failure analysis?▼

Differentiating between a bug trigger and the root cause during failure analysis ensures you resolve the fundamental failure mechanism rather than just patching the symptom. This isolates the smallest failing path for swift system recovery.