debug

Inspect logs, state, and git history to diagnose issues.

20|6|Updated Jan 16, 2026

Search Tags:#git #debugging #troubleshooting #logs #cli #gemini #state

Ready to run

npx skills add https://github.com/adrielp/ai-engineering-harness --skill debug-adrielp

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: debug
Source: https://github.com/adrielp/ai-engineering-harness/tree/main/gemini/skills/debug
Command: npx skills add https://github.com/adrielp/ai-engineering-harness --skill debug-adrielp

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Debugging and troubleshooting during manual testing and implementation by inspecting logs, state, and git history using Gemini CLI tools.

Core Features & Use Cases

Live debugging workflow: Inspect logs, state, and git history to identify root causes without modifying files.
Context-driven investigation: Quickly correlate logs, state, and recent commits to reproduce issues.
Non-destructive analysis: Read-only diagnostics that preserve repository integrity.
Use Case: Imagine a flaky test; this skill gathers relevant logs and commit history to determine a likely cause.

Quick Start

Describe the issue you want debugged and include any relevant logs, state, or recent commits to investigate.

Frequently Asked Questions about debug

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

FAQPage Schema

How do I debug a flaky test by inspecting git history and logs?▼

Debug a flaky test by inspecting logs, application state, and recent git history to identify the root cause without modifying files. This approach correlates recent commits with current issues to reproduce the failure.

What is the best way to troubleshoot CI environment failures using CLI tools?▼

Troubleshoot CI failures by reading diagnostic files, executing shell commands, and searching project-wide content. This process gathers relevant state and logs to determine the likely cause of the issue across environments.

Can I use Gemini CLI to investigate issues in my local repository?▼

Yes, use Gemini CLI to investigate issues in local repositories. It performs read-only diagnostics that preserve repository integrity while you inspect logs and state during manual testing.

How do I diagnose implementation bugs without modifying project files?▼

Diagnose implementation bugs through non-destructive analysis by reading files and globbing for project-wide diagnostics. This read-only workflow ensures repository integrity while hunting for the root cause.

Does Gemini debugging work for manual testing and bug hunting?▼

Gemini debugging works for manual testing and bug hunting by inspecting logs, state, and git history. It quickly correlates recent commits with current application state to reproduce issues accurately.