ai-factory.fix

Diagnose and fix software bugs with a logged, patch-based workflow.

1.1k|92|Updated Feb 6, 2026

Search Tags:#testing #debugging #logging #patch #bug-fix #code-fix

Ready to run

npx skills add https://github.com/lee-to/ai-factory --skill ai-factory-fix

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ai-factory.fix
Source: https://github.com/lee-to/ai-factory/tree/main/skills/fix
Command: npx skills add https://github.com/lee-to/ai-factory --skill ai-factory-fix

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a structured, logging-driven workflow to diagnose, fix, verify, and learn from bugs in codebases, ensuring fixes are traceable and testable.

Core Features & Use Cases

Deterministic debugging workflow: follows a defined sequence from problem understanding to verification.
Logging-first fixes: requires logging around the fix for traceability and learning.
Self-improvement through patches: automatically generates a patch document for future reference and learning.

Quick Start

Describe the bug, and I will guide you through a safe, logged fix.

Frequently Asked Questions about ai-factory.fix

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

FAQPage Schema

How do I automatically diagnose and fix software bugs with a traceable patch?▼

To diagnose and fix software bugs automatically, you describe the bug report and follow a deterministic, patch-based workflow. This process applies logging around the code fix to ensure traceability and generates a patch document for future reference.

What is the best way to add logging when fixing regressions and edge-case failures?▼

The best way to add logging when fixing regressions is through a logging-first debugging workflow. This requires mandatory logging around the applied code fix to ensure the resolution remains traceable and testable across languages and projects.

Can I use a structured debugging workflow for common bug reports across different programming languages?▼

Yes, you can use this structured debugging workflow for common bug reports across different programming languages. It follows a deterministic sequence from problem understanding to verification, applying safely during both software development and maintenance.

How do I generate a patch document after resolving a codebase bug?▼

To generate a patch document after resolving a codebase bug, the fix workflow automatically creates one as part of its output. This self-improvement mechanism records the diagnostic steps and code fix for learning and future reference.

Does automated bug fixing provide guidance for test coverage?▼

Yes, automated bug fixing provides guidance for test coverage as part of its deterministic workflow. After diagnosing and applying a code fix, the process includes steps to verify the resolution and advises on necessary test coverage.

Why should I use a logging-driven workflow instead of applying a direct code fix?▼

A logging-driven workflow ensures your code fix is traceable and testable, unlike direct ad-hoc fixes. It follows a deterministic sequence from problem understanding to verification, capturing mandatory logs and generating a patch for future reference.