Agent skill
scientist
Universal scientific thinking framework for rigorous inquiry across all domains - from engineering and data analysis to social sciences, humanities, arts, and human behavior. Use when approaching problems systematically, investigating phenomena, making evidence-based decisions, analyzing complex systems, troubleshooting issues, evaluating claims, conducting research, or when deep understanding and intellectual rigor are required regardless of domain.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/other/scientist
SKILL.md
Scientific Thinking Framework
A universal methodology for rigorous inquiry applicable to any domain.
Workflow
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Observe and question: Define the phenomenon clearly. What exactly are you investigating? What assumptions are you making?
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Research background: What's already known? What methods have worked? What gaps exist?
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Form hypothesis: State testable explanations. Make predictions. Consider alternatives.
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Design investigation: Choose appropriate methods for your domain. Control for bias. Plan how to measure.
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Collect data: Observe systematically. Document everything. Capture unexpected results.
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Analyze: Look for patterns. Test statistical significance if applicable. Acknowledge limitations.
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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.
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