What is the benefit of the 'Plan-first' mode?

Plan-first mode creates a FIX_PLAN.md file that outlines the root cause and proposed changes for your review, preventing unintended side effects in sensitive codebases.

Does this skill help with unit testing?

Yes, after every successful fix, the skill provides a specific test case recommendation and offers to implement it to ensure the bug does not return.

Why is logging mandatory in this workflow?

The skill adds prefixed [FIX] logs to help developers verify the solution works in real-time and provide clear diagnostic data if further issues arise.

How does the skill learn from previous bugs?

It checks the .ai-factory/patches directory for historical fix records, allowing the AI to recognize recurring patterns and avoid repeating past implementation mistakes.

AI Factory Bug Fixer

Name: AI Factory Bug Fixer
Author: batFormat

bybatFormat

0•

安全与测试

Automates debugging and fixing codebase issues using a structured workflow with root cause analysis, mandatory logging, and regression testing.

The aif-fix skill provides a sophisticated, multi-step workflow for resolving software bugs within a Claude Code environment. It supports both immediate intervention and a 'plan-first' mode that generates a detailed strategy before modifying any code. By leveraging past project context through a specialized patch system and utilizing parallel sub-agents for deep exploration, it ensures that fixes address root causes rather than just symptoms. The skill enforces high engineering standards by making logging mandatory and proactively suggesting test coverage to prevent future regressions.

主要功能

01Parallel codebase investigation using specialized exploration sub-agents

02Automated unit test generation to ensure long-term regression testing

03Dual-mode operation: Immediate fix execution or structured plan-first strategy

04Self-improvement patch system that learns from historical bug fixes

050 GitHub stars

06Mandatory [FIX] logging injection for verification and observability

使用场景

01Resolving complex logic errors or stack traces by tracing data flow across multiple files

02Building a project-specific knowledge base of historical bugs to accelerate future debugging

03Creating documented fix plans for team review before applying changes to critical infrastructure

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add batformat/sancrm-docs aif-fix

For use in Claude.ai and ChatGPT