Scientific Validation Skill

Rigorous methodology for validating claims from any source - books, papers, theories, or intuition.

When This Skill Activates

• Testing claims from books, papers, or expert sources
• Validating rules, strategies, or hypotheses
• Running experiments or backtests
• Keywords: "validate", "test hypothesis", "experiment", "backtest", "prove", "evidence"

Core Principle

Data is the arbiter. Sources can be wrong.