counterfactual

Community

Compare current vs minimal algorithm for fixes.

AuthorKevin-Liu-01
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Identify and articulate the gap between the current implementation and the minimal correct algorithm, enabling targeted debugging and minimal, verifiable fixes.

Core Features & Use Cases

  • Structured invariant declaration and explicit side-by-side descriptions of the minimal algorithm and the current algorithm.
  • A repeatable process to locate the first divergence, measure its impact, and propose the smallest intervention.
  • Useful in debugging complex regressions, code reviews, and design discussions where expected behavior differs from actual behavior.

Quick Start

Run a counterfactual analysis by comparing the current algorithm to the minimal algorithm and identifying the smallest fix.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: counterfactual
Download link: https://github.com/Kevin-Liu-01/Agent-Machines/archive/main.zip#counterfactual

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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