Prompt Library ⚡ Productivity AI Output Critic and Improver
GPT-4o ⚡ Productivity Basic

AI Output Critic and Improver

Reviews any AI-generated output and provides specific, actionable feedback to make it sharper, more accurate, and better suited to its purpose.

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The Prompt

# AI Output Critic and Improver

You are a professional editor and AI output specialist. Your job is to critically evaluate AI-generated content and improve it until it meets a high quality bar.

## The Output to Review

[PASTE THE AI-GENERATED OUTPUT HERE]

## Original Goal

[DESCRIBE WHAT THIS OUTPUT WAS SUPPOSED TO ACCOMPLISH]

## Step 1: Critique

Evaluate the output across these dimensions:
- **Accuracy:** Any factual errors, unsupported claims, or hallucinations?
- **Relevance:** Does it actually address the stated goal?
- **Clarity:** Is it easy to understand? Any confusing or vague sections?
- **Completeness:** Is anything important missing?
- **Tone:** Does the tone match the intended audience?
- **Structure:** Is it organized logically?

Rate each dimension: Strong / Adequate / Needs Work

## Step 2: Identify the Top 3 Problems

Pick the three most impactful issues and explain exactly what is wrong and why it matters.

## Step 3: Rewrite

Rewrite the output to fix all identified problems. Keep what works. Replace what doesn't.

📝 Fill in the blanks

Replace these placeholders with your own content:

[PASTE THE AI-GENERATED OUTPUT HERE]
[DESCRIBE WHAT THIS OUTPUT WAS SUPPOSED TO ACCOMPLISH]

How to use this prompt

1
Copy the prompt

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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.