alternative-hypothesis-check
OfficialExclude confounders before claiming a mechanism.
AuthorEvoClaw
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill helps researchers identify and rule out alternative explanations before drawing mechanistic or causal conclusions.
Core Features & Use Cases
- Systematically checks for confounders, batch effects, technical noise, sample bias, and multiple testing concerns.
- Documents limitations and weakens causal language when alternatives cannot be excluded.
- Provides a structured firewall-style reasoning aid to improve manuscript integrity.
Quick Start
Apply this check to each key finding and document how each potential alternative is addressed.
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: alternative-hypothesis-check Download link: https://github.com/EvoClaw/amplify/archive/main.zip#alternative-hypothesis-check Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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