shaman-linus

Guide code review and debugging with a five-step methodology and seven-point checklist.

322|29|Updated Aug 18, 2025
One-click install
npx skills add https://github.com/linkerlin/PUAX --skill shaman-linus
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: shaman-linus
Source: https://github.com/linkerlin/PUAX/tree/main/skills/shaman-linus
Command: npx skills add https://github.com/linkerlin/PUAX --skill shaman-linus

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a rigorous, Linus Torvalds-inspired approach to code review and debugging, pushing for high-quality, efficient, and robust code.

Core Features & Use Cases

  • Deep Code Analysis: Utilizes a five-step methodology (Read, Think, Code, Test, Release) for systematic problem-solving.
  • Rigorous Testing: Employs a seven-point checklist for comprehensive validation and quality assurance.
  • Use Case: When facing a complex bug in a critical open-source project, invoke this Skill to guide the debugging process, ensuring all potential issues are addressed and the code meets high standards before release.

Quick Start

Use the shaman-linus skill to debug the provided code snippet.

Frequently Asked Questions about shaman-linus

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

FAQPage Schema
What is a rigorous methodology for code review and debugging?▼

A rigorous code review and debugging methodology applies a five-step process—Read, Think, Code, Test, and Release—supplemented by a seven-point checklist to systematically analyze problems and validate software quality before release.

How do I debug code using a systematic problem-solving process?▼

To debug code systematically, follow a structured five-step process: Read the codebase, Think through the logic, Code the fix, Test the implementation, and Release. This is enhanced by a seven-point checklist for comprehensive validation.

When should I use a structured debugging methodology for open-source projects?▼

You should use a structured debugging methodology when facing complex bugs in critical open-source projects, ensuring deep analysis, technical pragmatism, and adherence to high code quality standards before any release.

What's the best way to validate code quality before release?▼

The best way to validate code quality before release is to apply a seven-point checklist for advanced validation, ensuring comprehensive testing and adherence to open-source principles during the Test and Release phases.

Does this code review methodology require any specific testing frameworks?▼

No, this code review and debugging methodology does not require specific testing frameworks or dependencies. It relies on a pragmatic, principle-driven five-step process and a seven-point checklist applicable to any software engineering context.