sketch-prompt-lab

What problem does it solve?

Help creators and tools turn child-drawn sketches into friendly, realistic finished illustrations while preserving the child's intent and avoiding unsafe or overly literal reproductions.

Core Features & Use Cases

• Preset-driven starts: Use curated prompt recipes as reliable starting points to keep outputs consistent and safe.
• Single-dimension iteration: Adjust realism, color, background, or texture one at a time to refine results without destabilizing the rest of the design.
• Overfitting guardrails: Guidance to reduce literal copying of sketches and enforce "friendly, no weapons" safety constraints for kid-focused artwork.
• Use Case: A children's book illustrator or edtech product designer can iterate prompts to convert rough classroom sketches into polished, storybook-realistic images that remain child-appropriate.

Quick Start

Begin with the nearest preset from references/prompt-recipes.md, change only one attribute (for example increase realism), and add the instruction "Use the sketch as inspiration, but create a new, finished illustration" to avoid overfitting.