debug

Guide AI agents through structured debugging with reproduction, analysis, and verification.

Updated Jun 21, 2026
One-click install
npx skills add https://github.com/apexradius/agentic-os --skill debug-apexradius
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: debug
Source: https://github.com/apexradius/agentic-os/tree/main/skills/debug
Command: npx skills add https://github.com/apexradius/agentic-os --skill debug-apexradius

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps AI agents systematically debug issues, ensuring that fixes are made based on understanding the root cause.

Core Features & Use Cases

  • Debugging Workflow: Offers a structured six-phase process for reproducing, analyzing, hypothesizing, fixing, verifying, and monitoring issues.
  • Quick Triage: Provides a quick triage mode for common patterns to streamline the debugging process.
  • Root Cause Analysis: Ensures that fixes address the root cause rather than just symptoms.
  • User-Invocable: Can be invoked by users to assist with debugging tasks.

Quick Start

Invoke the debug skill with an error or symptom as an argument, e.g., debug "Error: Timeout on /login endpoint".

Frequently Asked Questions about debug

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

FAQPage Schema
What is a systematic debugging approach for AI agents?

Quick triage mode streamlines common debugging patterns by rapidly categorizing symptoms, allowing AI agents to bypass the full structured six-phase workflow for known error signatures and expedite triage.

How do I investigate an error with root cause analysis instead of just patching symptoms?

Invoke the debug skill directly with an error or symptom as an argument, such as `debug "Error: Timeout on /login endpoint"`, to automatically trigger the structured investigation and hypothesis workflow.

Do I need prior experience with AI agent debugging practices to use this systematic workflow?

Understanding AI agent behavior and debugging practices is required to effectively utilize the structured workflow, as the process relies on interpreting agent actions and verifying systematic hypotheses.

When should I use quick triage mode instead of the full six-phase debugging workflow?

Quick triage mode should be used for common debugging patterns to streamline the process, whereas the full six-phase workflow is necessary for complex issues requiring in-depth root cause analysis and monitoring.