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debug

Reproduce issues and trace root causes through structured debugging workflows.

370|33|Updated Dec 14, 2025
Search Tags:#workflow#templates#logs#debug#reproduce#root-cause-analysis#bug-report
One-click install
npx skills add https://github.com/nth5693/gemini-kit --skill debug-nth5693
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: debug
Source: https://github.com/nth5693/gemini-kit/tree/main/skills/debug
Command: npx skills add https://github.com/nth5693/gemini-kit --skill debug-nth5693

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill guides teams to reproduce issues, capture critical context, and identify root causes with a disciplined, repeatable process.

Core Features & Use Cases

  • Structured Reproduction: Step-by-step guidance to reliably reproduce bugs across environments.
  • Root-Cause Analysis: Frameworks and templates to trace failures to their origin.
  • Artifact-Centric Debugging: Generate logs, reproducible scripts, and bug reports to accelerate fixes.
  • Use Case: When a test fails inexplicably, reproduce locally, collect logs, and draft a precise bug report using provided templates.

Quick Start

To start debugging, instruct the AI to walk through reproducing the issue with the given steps and generate a bug report.

Frequently Asked Questions about debug

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

FAQPage Schema
How do I reproduce a flaky test failure locally?▼

To reproduce a flaky test, you need a structured debugging workflow that captures critical context and artifacts across environments. This process provides step-by-step guidance to reliably reproduce bugs locally and trace failures to their origin.

What is the best way to trace root causes of unexpected errors in a CI pipeline?▼

Tracing root causes of unexpected errors requires applying frameworks and templates to identify failure origins. This approach uses artifact-centric debugging to generate logs and reproducible scripts, accelerating fixes across codebases and CI pipelines.

How do I write a bug report that actually helps reproduce the issue?▼

Writing a bug report that helps reproduce the issue requires capturing critical context and artifacts through a disciplined process. You can generate logs, reproducible scripts, and draft precise bug reports using provided templates to ensure reproducibility.

Can I use a structured debugging workflow for issues across different environments?▼

Yes, you can use a structured debugging workflow for issues across different environments. It provides step-by-step guidance to reliably reproduce bugs across codebases, environments, and CI pipelines, ensuring consistent artifact collection and documentation.

What templates and scripts are needed for artifact-centric debugging?▼

Artifact-centric debugging relies on templates and scripts to ensure reproducibility, documentation, and artifact collection. It provides frameworks to generate logs, reproducible scripts, and structured bug reports to accelerate the identification of root causes.

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