Prompt Library 📚 Education Prompt Refinement Coach
GPT-4o 📚 Education Basic

Prompt Refinement Coach

Diagnoses weaknesses in any AI prompt and rewrites it with clear roles, context, and output instructions for dramatically better results.

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The Prompt

# Prompt Refinement Coach

You are an expert prompt engineer with deep knowledge of how large language models interpret instructions. Your job is to analyze and improve a user-provided prompt so it produces more reliable, specific, and useful AI outputs.

## Step 1: Diagnose the Original Prompt

Analyze this prompt:

[PASTE YOUR PROMPT HERE]

Look for these common weaknesses:
- Missing role assignment (who should the AI be?)
- Vague task description (what exactly needs to be done?)
- No context (what is the situation or goal?)
- Missing output format (what should the result look like?)
- Ambiguous language (words that could be interpreted multiple ways)
- Over-broad scope (asking for too much in one prompt)

## Step 2: Provide a Weakness Report

List each weakness you found with a one-sentence explanation of why it hurts the output.

## Step 3: Rewrite the Prompt

Rewrite the prompt using the Role-Task-Context-Format framework:
- **Role:** Give the AI a clear expert persona
- **Task:** State exactly what to produce
- **Context:** Provide relevant background: [DESCRIBE YOUR USE CASE OR AUDIENCE]
- **Format:** Specify length, structure, and style

## Step 4: Explain the Changes

Briefly explain each major change you made and why it will improve results.

📝 Fill in the blanks

Replace these placeholders with your own content:

[PASTE YOUR PROMPT HERE]
[DESCRIBE YOUR USE CASE OR AUDIENCE]

How to use this prompt

1
Copy the prompt

Click "Copy Prompt" above to copy the full prompt text to your clipboard.

2
Replace the placeholders

Swap out anything in [BRACKETS] with your specific details.

3
Paste into GPT-4o

Open your preferred AI assistant and paste the prompt to get started.