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AI | Prompting | Second Brain
How to Create Your Own Personal Prompt Library by Reverse-Engineering Prompts (Images, Writing, Code, Video, and More)
Start with the result. Work backward. Save the recipe.
Most people try to “get better at prompting” by memorizing tips. They scour the internet searching all the usual places where so-called experts hang out and tell you how to do stuff. It’s an approach, not the most productive or efficient, but you’ll get there eventually.
But it’s usually not repeatable.
And the next time you start a project, you’ll be running back to the same old usual suspects.
A better approach is to treat every piece of great content as a recoverable recipe. The secret is right there in that image you love. So, you work backward from the finished output, extract the rules that created it, and save those rules as a reusable prompt template.
You start at the end.
That’s how you build a personal prompt library that compounds: fewer blank-page starts, more consistency, and a lot less “why did it work yesterday but not today?”
Here’s some workflows you can use, with two reference examples, to build your prompt library:
