Designing for Real Use Cases

Effective prompt design adapts to real-world tasks such as summarization, creative writing, and data analysis. Each use case may require different levels of detail, structure, and ethical consideration.

For instance, a prompt used for summarization should be concise and direct, while a creative writing prompt benefits from open-ended language that encourages imaginative responses. Analytical prompts, on the other hand, often require the AI to explain its reasoning or provide evidence in its answer.

Real examples:

• Summarization: Summarize the following news article in three sentences;
• Creative writing: Write a short story about a robot discovering friendship;
• Analysis: Analyze the tone of this customer review and explain your reasoning.

Checklist for real-world prompt design:

1. Define the task clearly;
2. Specify the desired format;
3. Consider ethical implications;
4. Test with varied examples;
5. Refine as needed.