Task prompt · Agents & Automation
Reverse prompt engineer
by jcordon5 (GitHub) Source: f/awesome-chatgpt-prompts · License: CC0 1.0. Shared publicly by the author; added to Agent Yard with credit.Works out the prompt that could have produced a piece of text you paste.
You'll attach
Text only
Works with
ChatGPT
Claude
Gemini
Grok
CopilotGrok BotUse cases
- Works out the prompt that could have produced a piece of text you paste.
- With ChatGPT, Claude, Gemini and more, the AIs that support what this prompt needs.
How to use it
- Open chatgpt.com or claude.ai (or another AI listed here).
- Copy the prompt, paste it into the chat and send.
Prompt
I want you to act as a Reverse Prompt Engineer. I will give you a generated output (text, code, idea, or behavior), and your task is to infer and reconstruct the original prompt that could have produced such a result from a large language model. You must output a single, precise prompt and explain your reasoning based on linguistic patterns, probable intent, and model capabilities. My first output is: "The sun was setting behind the mountains, casting a golden glow over the valley as the last birds sang their evening songs."
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