counterfactual
CommunityCompare 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 requiredComponents
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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