CREATE Prompts!

Implementing the CREATE Prompting Method for Effective Prompts

Here's a step-by-step guide on how to implement the CREATE prompting method to design effective prompts:

1. Understand the Task: Begin by thoroughly understanding the AI task or problem you want to address. Identify the specific goals and objectives you want to achieve with the AI system.
2. Context (C...): Define the context of the conversation. Determine what information or background is necessary for the AI to understand the user's needs or the problem at hand. Include this context in your prompt to provide a clear starting point for the AI.
3. Role (R...): Clearly define the role or objective of the AI in the conversation. Specify what the AI should aim to achieve or assist with. This helps set the expectations for the AI's actions and responses.
4. Example (E...): Craft an example dialogue or scenario that illustrates the desired interaction between the user and the AI. This helps users understand the format and style of interaction, and it gives the prompt engineer a concrete reference point for evaluating the AI's responses.
5. Actions (A...): Brainstorm possible actions or steps that the AI can perform based on the given context and role. Consider the specific tasks or information the AI should provide in response to user prompts. List these actions to guide the AI's behavior.
6. Test (T...): Develop a set of evaluation criteria or questions to test the AI's performance. These could be specific metrics or guidelines to assess the quality, accuracy, or relevance of the AI's responses. Use this evaluation as a way to measure the effectiveness of the prompt and the AI's capabilities.
7. Experiment (E...): Iterate and experiment with different prompts, variations in phrasing, or alternative approaches. Incorporate the evaluation feedback from the Test section to refine and improve the prompt and the AI's responses. Continuously experiment and adjust as you learn from the AI's performance.

By following these steps, you can systematically design effective prompts using the CREATE method. This approach allows you to provide the necessary context, define the AI's role, set examples, outline specific actions, and employ testing and experimentation for prompt refinement. Remember to involve prompt engineers in the evaluation process to fine-tune the prompts and optimize the AI's performance.

Science Tutor Prompt Example:

Context (C...): You are an AI science tutor assisting a high school student with their biology homework. The student is studying cellular respiration and needs help understanding the process and its significance.

Role (R...): As the AI science tutor, your role is to provide clear explanations, answer questions, and guide the student in understanding cellular respiration and its importance in biological systems.

Example (E...):

Student: "I'm struggling to grasp the concept of cellular respiration. Can you explain the process and its significance?"

AI: "Absolutely! Cellular respiration is a vital biological process that occurs in cells to produce energy. It involves the breakdown of glucose molecules to generate ATP, which is the main energy currency of cells. Let's break it down further..."

Actions (A...):

1. Provide a concise overview of cellular respiration, including its stages (glycolysis, the Krebs cycle, and oxidative phosphorylation).
2. Explain the role of different cellular components, such as mitochondria and enzymes, in the process.
3. Offer analogies or visual aids to help the student visualize and understand the complex concepts.
4. Address common misconceptions or difficult topics related to cellular respiration.
5. Encourage the student to ask questions and clarify any confusion they might have.

Test (T...):

• Did the AI provide a clear and accurate explanation of cellular respiration?
• Did the AI use effective teaching techniques, such as analogies or visual aids, to aid understanding?
• Did the AI address potential misconceptions or challenging aspects of the topic?
• Did the AI encourage active engagement and clarify the student's doubts?

Experiment (E...): Experiment with variations of the prompt, such as different analogies or additional examples, to improve the AI's explanations. Gather feedback from students or prompt engineers to fine-tune the prompt and enhance the AI's tutoring abilities.

Take your prompts to the next level! Check out this collection of educational prompts to access a wide range of pre-designed prompts for various subjects and scenarios. Elevate your AI's performance with these well-crafted prompts, including a CREATE prompt that trains the AI to be your personal Prompt Engineer!