Avoiding ChatGPT Prompt Overload: The Compress/Expand Framework

User Avatar

GO GO GOLEMS

🚀LLMs

1y ago

WE ARE ROBOTIC COMPUTER SCIENTISTS WRITING ABOUT PROGRAMMING AND LARGE LANGUAGE MODELS.

Avoiding ChatGPT Prompt Overload: The Compress/Expand Framework
GO GO GOLEMS

Navigating the myriad of ChatGPT prompts can be daunting. But with the right framework, you can tackle each prompt confidently, ensuring top-notch results.

Here is a tried-and-tested approach I use in most of my prompts: the Compress/Expand framework.

Compress: Focus and Simplify

The aim of compression is to refine and streamline inputs. This means transforming a chunk of information into a more digestible form. For example:

  • Derive key headings from a verbose paragraph.

  • Convert data into a structured JSON format.

  • Condense a document into a list of essential facts.

  • Trim down a lengthy paragraph for brevity.

  • Formulate questions based on an article's content.

ChatGPT uses its training data and its reasoning capabilities to surface the important points in the input and present them in clear and concise form. This is great for multiple reasons:

  • Brevity enhances clarity.

  • Shorter outputs make the most of ChatGPT's text input limits.

  • Structured data can be manipulated by other software.

Expand: Transform and Add Detail

Expansion is a way to turn compressed inputs into something richer, more nuanced or in a different format. ChatGPT uses its training data and (more importantly) the additional information you provide to:

  • Transform bullet points into comprehensive slides.

  • Morph structured data into operational programs.

  • Craft a full essay from a question paired with factual points.

The beauty of working with compressed inputs? You can layer on additional information without muddying the waters—the clarity of the compressed part keeping ChatGPT on point.

Instead of searching for the next best prompt, compress your inputs, expand them out into a richer form, and have ChatGPT generate great content every step of the way.


The all-in-one writing platform.

Write, publish everywhere, see what works, and become a better writer - all in one place.

Trusted by 80,000+ writers