Prompt Engineering Patterns: Zero-Shot, Few-Shot, CoT

Zero-shot prompting relies on the model's pretrained knowledge — describe the task and let it run. Few-shot adds 2-3 examples to anchor the format and style. Chain-of-Thought asks the model to "think step by step," dramatically improving performance on reasoning tasks. Combine few-shot with CoT for best results on complex problems.