awf-debug

Translate stack traces into human-readable explanations and suggest verified code fixes.

Updated Jul 6, 2026

Search Tags:#automation #debugging #root cause #troubleshooting #error analysis #software maintenance

Ready to run

npx skills add https://github.com/buiminhduc23011/awf-for-codex --skill awf-debug

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: awf-debug
Source: https://github.com/buiminhduc23011/awf-for-codex/tree/main/skills/awf-debug
Command: npx skills add https://github.com/buiminhduc23011/awf-for-codex --skill awf-debug

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the frustration of debugging complex technical errors by providing a structured, detective-like approach that prevents guessing and ensures systematic root-cause analysis.

Core Features & Use Cases

Systematic Investigation: Guides users through a proven protocol to collect evidence, form hypotheses, and verify fixes.
Human-Friendly Translation: Automatically converts cryptic technical error messages into plain, actionable language for non-technical users.
Use Case: When an application throws an obscure error like ECONNREFUSED or a generic 500 status, this skill helps the user identify if it is a database connection issue or a server-side failure, then suggests the specific fix.

Quick Start

Invoke the awf-debug skill to begin an investigation into the current error log or application behavior.

Frequently Asked Questions about awf-debug

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

FAQPage Schema

How do I find the root cause of a software error without guessing?▼

Root cause analysis requires systematically collecting evidence and testing hypotheses. This skill provides an autonomous debugging framework that guides you through a proven protocol to verify fixes rather than relying on trial and error.

Can I translate complex stack traces into human-readable explanations?▼

Yes, translating complex stack traces is a core feature. The debugging framework automatically converts cryptic technical error messages into plain, actionable language to help you understand exactly what went wrong.

What do I need to provide for autonomous debugging and error analysis?▼

For error analysis, you need to provide access to your terminal logs and source code files. The framework requires these inputs to perform root cause analysis, translate stack traces, and suggest verified code fixes.

How does systematic troubleshooting handle obscure errors like ECONNREFUSED?▼

Systematic troubleshooting identifies the root cause of obscure errors like ECONNREFUSED by evaluating evidence. It determines whether the issue stems from a database connection failure or a server-side problem, then suggests the specific fix.

What is the best way to automate debugging workflows for software maintenance?▼

The best way to automate debugging workflows is using an autonomous detective framework. It structures technical troubleshooting by translating stack traces, forming hypotheses, and suggesting verified code fixes for software maintenance.

Are there limitations to using an autonomous framework for troubleshooting?▼

The main limitation is its dependency on terminal logs and source code files. Without direct access to these inputs, the autonomous framework cannot perform the evidence collection needed for accurate root cause analysis and regression testing.