GPT-4o
⚙️ Technical
Intermediate
Prompt Summarizer & Optimizer
Analyze, summarize, and improve any AI prompt to make it clearer, more effective, and better structured.
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:** --- **[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.