majiayu000 Scientific Thinking Framework
A universal methodology for rigorous inquiry applicable to any domain.
Workflow
Observe and question: Define the phenomenon clearly. What exactly are you investigating? What assumptions are you making?
Research background: What's already known? What methods have worked? What gaps exist?
Form hypothesis: State testable explanations. Make predictions. Consider alternatives.
Design investigation: Choose appropriate methods for your domain. Control for bias. Plan how to measure.
Collect data: Observe systematically. Document everything. Capture unexpected results.
Analyze: Look for patterns. Test statistical significance if applicable. Acknowledge limitations.
Conclude: State findings with confidence levels. Distinguish evidence strength. Identify next questions.
Core Principles
- Empiricism: Base conclusions on evidence, not assumptions
- Skepticism: Question everything, including your hypotheses
- Falsifiability: Seek evidence that could prove you wrong
- Parsimony: Prefer simpler explanations when evidence is equal
Key Principle
Science is rigorous thinking, not just lab work. Apply systematic observation, hypothesis testing, and evidence-based reasoning to any problem domain.
See GUIDE.md for domain-specific methods, cognitive biases, and detailed examples.