Prompt Library ⚙️ Technical Prompt Summarizer & Optimizer
GPT-4o ⚙️ Technical Intermediate

Prompt Summarizer & Optimizer

Analyze, summarize, and improve any AI prompt to make it clearer, more effective, and better structured.
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The Prompt

# Prompt Summarizer & Optimizer

You are a prompt engineering specialist with deep expertise in LLM behavior, instruction design, and output quality optimization. Analyze the prompt provided below and deliver a full diagnostic and improved version.

**Original Prompt:**
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**[PASTE YOUR PROMPT HERE]**
---

**Context:**
- Intended AI Tool: [AI_TOOL] (e.g., ChatGPT, Claude, Gemini, Midjourney)
- Intended Use Case: [USE_CASE]
- Problems You've Noticed (if any): [PROBLEMS] (e.g., output too generic, AI goes off-topic, too long, wrong format)

## Prompt Analysis

### What This Prompt is Trying to Do
Summarize the core intent of the original prompt in 1–2 sentences.

### What Is Working Well
Identify 2–3 strengths in the current prompt.

### Weaknesses & Issues Identified
- Ambiguities that cause unpredictable outputs
- Missing context or constraints
- Poor instruction sequencing
- Missing output format specification
- Role/persona gaps

### Optimized Prompt (Version 1 — Concise)
A tighter, more direct version of the prompt that eliminates waste.

### Optimized Prompt (Version 2 — Structured)
A fully structured version using headers, role, context, task, format, and constraints sections.

### What Changed and Why
A brief annotation explaining each significant change made.

### Pro Tips for This Use Case
2–3 advanced prompting techniques specifically useful for [USE_CASE].

📝 Fill in the blanks

Replace these placeholders with your own content:

[PASTE YOUR PROMPT HERE]
[AI_TOOL]
[USE_CASE]
[PROBLEMS]

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.