Prompting

Guides, patterns, and references for designing effective prompts.

Common Patterns

• Zero-shot, few-shot, CoT, self-consistency
• Structured output with JSON and schemas
• Role, instruction, examples, constraints

Considerations

• Determinism vs creativity (temperature, top-p)
• Injecting knowledge via RAG vs prompt stuffing
• Evaluation with task-specific metrics