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bug-debugging

Analyze error messages, stack traces, and logs to identify root causes and implement verified fixes.

Updated May 6, 2026
Search Tags:#debugging#root cause analysis#log analysis#incident response#regression testing#stack traces#production troubleshooting
One-click install
npx skills add https://github.com/korwlik23/skills --skill bug-debugging-korwlik23
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: bug-debugging
Source: https://github.com/korwlik23/skills/tree/main/v1/bug-debugging
Command: npx skills add https://github.com/korwlik23/skills --skill bug-debugging-korwlik23

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you diagnose and fix software bugs by turning error reports, logs, and failing behaviors into a verified root-cause patch rather than guesswork.

Core Features & Use Cases

  • Reproduce before you fix to ensure the issue is reliably observable before changing code.
  • Root-cause driven debugging using stack trace reading, isolation, and structured analysis to identify the smallest responsible layer.
  • Evidence-based production incident handling with severity triage, safe investigation guidance, and verification steps to prevent regressions.
  • Regression-focused outcomes that require tests and prevention steps after the fix.

Quick Start

Use this Skill when you provide the exact error message, stack trace, and the steps to reproduce, and ask the agent to produce a bug analysis with root cause, a minimal code fix, and a regression test plan.

Frequently Asked Questions about bug-debugging

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

FAQPage Schema
How do I debug production incidents using stack traces and logs?▼

To debug production incidents, you analyze stack traces and logs to reproduce the error, isolate the root cause, and implement a verified fix. This approach ensures evidence-based reporting without destructive production actions.

What is root cause analysis for software debugging?▼

Root cause analysis for software debugging is identifying the smallest responsible layer causing a failure by reading stack traces and isolating the issue. It turns error reports into verified patches rather than guesswork.

How do I fix production bugs without causing regressions?▼

You fix production bugs without regressions by reproducing the issue, making minimal root-cause changes, and enforcing regression test verification gates. This ensures the fix is verified before deployment.

Does evidence-first debugging work for CI pipeline failures and timeouts?▼

Yes, evidence-first debugging works for CI pipeline failures and timeouts by analyzing error messages and logs to find the root cause. It handles local, CI, staging, and production incident scenarios including performance issues.

What do I need to provide for an AI agent to analyze a bug?▼

To analyze a bug, you need to provide the exact error message, stack trace, and steps to reproduce. The agent then produces a bug analysis with the root cause, a minimal code fix, and a regression test plan.

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