Experimental Design Skill

Design rigorous, reproducible experiments across scientific disciplines.

When to Use

• "Design an experiment to test..."
• "How many samples do I need?"
• "What controls should I include?"
• "Help me plan a clinical trial"
• "Is this experimental design valid?"
• Power analysis and sample size calculation

When NOT to Use

• Running the actual experiment (use code-execution)
• Analyzing collected data (use scipy-analysis + statsmodels-stats)
• Writing up results (use paper-writing)
• Literature review (use literature-search)