hypothesis-generator

Generate and investigate competing hypotheses to identify software bug root causes.

1|Updated Mar 1, 2026
One-click install
npx skills add https://github.com/hjemmesidekongen/ai --skill hypothesis-generator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: hypothesis-generator
Source: https://github.com/hjemmesidekongen/ai/tree/main/plugins/kronen/skills/hypothesis-generator
Command: npx skills add https://github.com/hjemmesidekongen/ai --skill hypothesis-generator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill tackles the challenge of debugging complex issues where the root cause is unclear, helping to overcome confirmation bias and ensure thorough investigation.

Core Features & Use Cases

  • Generate Competing Hypotheses: Creates three distinct, plausible explanations for a bug.
  • Parallel Investigation: Facilitates investigating each hypothesis concurrently.
  • Evidence Synthesis: Guides the process of scoring and synthesizing evidence from investigations.
  • Use Case: When a bug fix fails and the underlying cause remains elusive, this Skill helps explore alternative explanations systematically.

Quick Start

Use the hypothesis-generator skill to explore three competing hypotheses for the current bug.

Frequently Asked Questions about hypothesis-generator

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

FAQPage Schema
How do I find the root cause of a software bug when my previous fixes have failed?

To find the root cause of a software bug after failed fixes, generate and investigate three competing hypotheses concurrently. This structured parallel investigation synthesizes evidence to systematically identify the true underlying issue.

What is the best way to avoid confirmation bias during complex debugging?

The best way to avoid confirmation bias during complex debugging is to generate three distinct, plausible explanations for the bug. Investigating these competing hypotheses parallelly ensures thorough evidence synthesis without fixating on a single theory.

How do I debug an issue when initial evidence is inconclusive and multiple subsystems may be at fault?

Debug inconclusive issues across multiple subsystems by creating and managing competing hypotheses. This method structures your parallel investigation and scores the gathered evidence to pinpoint the root cause across interconnected components.

Can I explore alternative explanations systematically when troubleshooting software?

Yes, you can explore alternative explanations systematically during troubleshooting by generating three plausible hypotheses. This approach facilitates parallel investigation and evidence synthesis to conclusively identify the root cause.

When should I use competing hypotheses for root cause analysis?

Use competing hypotheses for root cause analysis when initial evidence is inconclusive, previous bug fixes have failed, or multiple subsystems may be at fault. It ensures structured hypothesis management to overcome elusive debugging scenarios.