Clearer prompts, built from plain language
Y7-Jprompter
Turns plain-language intent into structured JSON prompts, with reusable templates and validation for more consistent AI workflows.
Current state
Open-source web product with a public deployment.

Case study
Problem
Useful AI workflows often start as vague instructions and become difficult to repeat or validate.
Approach
The tool turns plain-language intent into reusable structured prompts with explicit fields and validation.
Engineering
A Next.js and TypeScript application uses Gemini for assisted generation and IndexedDB for local persistence.