Clear instructions, specific context, desired output format, and relevant constraints create effective prompts. Be concise yet detailed enough for the AI to understand exactly what you need.
Use structured templates, specify parameters, include examples, and maintain consistent formatting. Define output requirements clearly and establish context for reliable responses.
Role prompts instruct AI to assume specific personas or expertise. Use them when needing specialized knowledge or particular communication styles, like 'Act as a financial advisor' or 'Write as a historian.'
Include tone, style, length requirements, and target audience. Specify narrative elements, provide context, and set clear creative boundaries while allowing room for AI imagination.
Chain prompts break complex tasks into sequential steps. They improve accuracy by handling one aspect at a time, ensuring thorough processing of each component.
Analyze output quality, adjust specificity, refine constraints, and test variations. Identify unclear instructions or missing context that may cause undesired results.
Define ethical boundaries, specify content restrictions, include bias prevention, and establish appropriate content guidelines to ensure responsible AI outputs.
Specify data format, required calculations, output presentation, and analytical focus. Include sample data and expected insights for clearer understanding.
Zero-shot prompts work without examples, while few-shot prompts include sample inputs and outputs. Choose based on task complexity and desired accuracy.
Create prompt templates, document successful patterns, standardize formatting, and establish clear guidelines for prompt construction and maintenance.
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2025.04.30
