Mastering ChatGPT Prompt Engineering: The 9 Frameworks You Need to Know

Experts in Large Language Models (LLMs) are highly valued for their expertise. However, achieving proficiency with LLMs necessitates a thorough comprehension of specific frameworks. Rather than depending on external help, why not take the initiative to master these skills yourself? Below are the nine critical frameworks you need to familiarize yourself with to excel in LLM Prompt Engineering:

1. APE: Action, Purpose, Expectation

• Action: Define the job or activity to be done.
• Purpose: Discuss the intention or goal.
• Expectation: State the desired outcome.

2. RACE: Role, Action, Context, Expectation

• Role: Specify the role of ChatGPT.
• Action: Detail what action is needed.
• Context: Provide relevant details of the situation.
• Expectation: Describe the expected outcome.

3. COAST: Context, Objective, Actions, Scenario, Task

• Context: Set the stage for the conversation.
• Objective: Describe the goal.
• Actions: Explain the actions needed.
• Scenario: Describe the scenario.
• Task: Describe the task.

4. TAG: Task, Action, Goal

• Task: Define the specific task.
• Action: Describe what needs to be done.
• Goal: Explain the end goal.

5. RISE: Role, Input, Steps, Expectation

• Role: Specify the role of ChatGPT.
• Input: Describe the information or resources.
• Steps: Ask for detailed steps.
• Expectation: Describe the desired result.

6. TRACE: Task, Request, Action, Context, Example

• Task: Define the specific task.
• Request: Describe what you are asking for.
• Action: State the action you need.
• Context: Provide the context or situation.
• Example: Give an example to illustrate your point.

7. ERA: Expectation, Role, Action

• Expectation: Describe the desired result.
• Role: Specify the role of ChatGPT.
• Action: Specify what actions need to be taken.

8. CARE: Context, Action, Result, Example

• Context: Set the stage or context for the discussion.
• Action: Describe what you want to be done.
• Result: Describe the desired outcome.
• Example: Give an example to illustrate your point.

9. ROSES: Role, Objective, Scenario, Expected Solution, Steps

• Role: Specify ChatGPT’s role.
• Objective: State the goal or aim.
• Scenario: Describe the situation.
• Solution: Define the desired outcome.
• Steps: Ask for actions needed to reach the solution.

There it is!