Nano Banana Pro JSON Prompt Translator

A Claude Code plugin that translates natural language into structured JSON schemas for precision AI image generation with Nano Banana Pro.

Dials Not Dice

Tech Stack

Claude CodeJSON SchemaNano Banana ProGemini 3 Pro Image

Project Details

Stop rolling dice. Start turning dials.

This Claude Code plugin solves a common frustration in AI image generation: when you tweak one element of a prompt, everything else changes unexpectedly. The JSON Prompt Translator converts natural language descriptions into structured specifications where every element—lighting, camera angle, composition, props—lives on its own "fader."

Key Features

  • 5 Schema Types: Marketing images, UI/UX mockups, diagrams, data visualizations, and social graphics
  • Interactive Workflow: Asks clarifying questions before generating precise JSON specs
  • Handle-Based Editing: Modify individual parameters without affecting others
  • Claude Code Integration: Installable as a plugin via the marketplace

The Problem It Solves

Traditional prompting is gambling—you describe what you want and hope the AI interprets it correctly. This plugin introduces a "mixing board" approach where each visual element has independent controls, enabling reproducible, predictable image generation.

Completed: December 6, 2025