Can I use this with any programming language?

Yes, the systematic debugging framework is language-agnostic and applies to any technical stack or architecture.

What happens if a bug is hard to reproduce?

The skill guides you to gather more evidence and add diagnostic instrumentation rather than making blind guesses.

Is this skill compatible with Test-Driven Development (TDD)?

Absolutely. Phase 4 specifically requires creating a failing test case before implementing the final fix to ensure verification.

How does the 'Question Architecture' phase work?

If three or more fix attempts fail, the skill signals that the issue might be a fundamental architectural flaw rather than a simple bug, prompting a higher-level review.

Why can't the skill just fix the bug immediately?

Quick fixes often mask underlying issues and lead to technical debt. This skill ensures stability by finding the true root cause before changing code.

Systematic Debugging Superpowers

Name: Systematic Debugging Superpowers
Author: amano--

byamano--

安全与测试

Enforces a rigorous, four-phase root cause analysis process to eliminate guesswork and prevent recurring software bugs.

关于

This skill transforms how Claude approaches technical issues by mandating a strict investigation-first protocol. It moves beyond superficial patches by guiding the AI through deep root cause identification, multi-layer diagnostic instrumentation, and pattern analysis. By requiring a consistent reproduction and a single, verified hypothesis before any code is changed, it ensures that fixes are architectural, permanent, and don't introduce regressions, making it essential for complex systems and high-pressure environments.

主要功能

Mandatory Phase-Gate Workflow: Prevents premature code fixes until root causes are fully understood and documented.
0 GitHub stars
Pattern & Reference Analysis: Compares failing code against working examples to identify subtle environmental or logic differences.
Automated Testing Integration: Requires the creation of failing test cases before implementation to verify the fix.
Multi-Layer Diagnostic Instrumentation: Provides specific templates for logging and tracing data flow across component boundaries.
Architectural Reset Signal: Identifies when multiple failed fix attempts indicate a fundamental design flaw rather than a simple bug.

使用场景

Resolving 'voodoo' bugs where previous quick-fix attempts have failed or made the situation worse.
Debugging intermittent production failures in complex distributed systems.
Maintaining high code quality in repositories with strict stability and regression-testing requirements.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add amano--/call-center Superpowers

For use in Claude.ai and ChatGPT

Download Skill

GitHub

关于

主要功能

Mandatory Phase-Gate Workflow: Prevents premature code fixes until root causes are fully understood and documented.
0 GitHub stars
Pattern & Reference Analysis: Compares failing code against working examples to identify subtle environmental or logic differences.
Automated Testing Integration: Requires the creation of failing test cases before implementation to verify the fix.
Multi-Layer Diagnostic Instrumentation: Provides specific templates for logging and tracing data flow across component boundaries.
Architectural Reset Signal: Identifies when multiple failed fix attempts indicate a fundamental design flaw rather than a simple bug.

使用场景

Resolving 'voodoo' bugs where previous quick-fix attempts have failed or made the situation worse.
Debugging intermittent production failures in complex distributed systems.
Maintaining high code quality in repositories with strict stability and regression-testing requirements.