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HunterMcGrew
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prism-debugger

Diagnose software bugs through hypothesis-driven root cause analysis.

Updated May 2, 2026
Search Tags:#software engineering#root cause analysis#systematic analysis#hypothesis-driven#bug debugging
One-click install
npx skills add https://github.com/HunterMcGrew/PRISM --skill prism-debugger
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prism-debugger
Source: https://github.com/HunterMcGrew/PRISM/tree/main/.cursor/skills/prism-debugger
Command: npx skills add https://github.com/HunterMcGrew/PRISM --skill prism-debugger

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill provides systematic debugging with hypothesis-driven evidence, isolating root causes and recording findings, ensuring a methodical approach to bug resolution.

Core Features & Use Cases

  • Hypothesis-Driven Debugging: Scientific method applied to diagnose bugs systematically.
  • Systematic Isolation: Utilizes techniques like wolf fence and delta debugging.
  • Root Cause Analysis: Implements the 5 Whys framework for thorough analysis.
  • Bug Pattern Recognition: Recognizes and categorizes common bug patterns.
  • Evidence-Based Reasoning: All hypotheses are tested with observable evidence.
  • Use Case: When encountering a bug that's difficult to diagnose, use this Skill to systematically isolate and analyze the root cause.

Quick Start

Use the 'Sasha' skill to debug the issue with the following command: "Sasha, find this bug."

Frequently Asked Questions about prism-debugger

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

FAQPage Schema
How do I systematically isolate the root cause of a software bug?▼

To isolate a software bug's root cause, you can apply hypothesis-driven debugging using scientific methods like the 5 Whys framework, wolf fence, and delta debugging to systematically test evidence and find the root cause.

What is hypothesis-driven debugging and how does it work?▼

Hypothesis-driven debugging applies the scientific method to diagnose software bugs by formulating hypotheses, testing them with observable evidence, and systematically isolating the root cause to ensure a methodical resolution.

Can I use systematic bug debugging for both frontend and backend issues?▼

Yes, systematic bug debugging is designed for software engineers and effectively handles both frontend and backend issues by applying root cause analysis and evidence-based reasoning across the entire stack.

What do I need to set up before debugging a difficult software bug?▼

You need a repository containing .prism and .ai-skills directories set up in your environment before you can begin systematically isolating and analyzing the root cause of a difficult software bug.

What's the best way to find a bug that is difficult to diagnose?▼

The best way to find a difficult bug is to use systematic isolation techniques and evidence-based reasoning, categorizing common bug patterns while applying the 5 Whys framework for thorough root cause analysis.

Why should I use a systematic approach instead of ad hoc bug debugging?▼

A systematic approach ensures a methodical resolution by replacing guesswork with evidence-based reasoning, systematically isolating root causes, and recording findings to recognize and categorize common bug patterns effectively.

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