PrePrompt sits inside Cursor and intercepts every prompt your team types. It scores the request for clarity in under 1 ms, rewrites anything vague into a precise technical spec, and passes the improved version to your model. Your developers get better code on the first try without changing how they work.
Install PrePrompt as a local Python package in your development environment.
Configure your tech stack settings in PrePrompt — framework, language, database, and code style preferences.
Connect PrePrompt to Cursor so it intercepts prompts automatically before they reach your model.
Run a set of your team's most common prompts through PrePrompt to verify the rewrites match your standards.
Create a free account to get the steps written out for your tools, click by click.
Create a free accountCut down the back-and-forth re-prompting your developers do with AI tools, and free up meaningful time in their week.
Where AI helps: PrePrompt uses AI to score each developer prompt for specificity and technical clarity. When a prompt falls below threshold, PrePrompt rewrites it into a detailed spec — adding framework context and output expectations — before passing it to your model. Your AI gets a better question and returns better code on the first try.
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