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sketch-prompt-lab

Prompt iteration workflow for kid-friendly, realistic outputs. Use when tuning prompts, selecting styles, or when outputs look too similar to the original sketch.

personAuthor: jakexiaohubgithub

Sketch Prompt Lab

Overview

Guide prompt iteration for friendly, realistic outputs while keeping the child’s intent and avoiding unsafe themes.

Workflow

1) Start with a preset

Pick the closest preset from references/prompt-recipes.md and keep the safety language intact.

2) Adjust one dimension at a time

  • Realism: “storybook-realistic” → “more realistic textures and lighting.”
  • Color: “bright cheerful colors” → “soft pastel colors.”
  • Background: “simple background” → “cozy bedroom or park.”

3) Avoid overfitting to the original

If the output matches the sketch too closely, add:

  • “Use the sketch as inspiration, but create a new, finished illustration.”
  • “Refine shapes and add realistic textures.”

4) Enforce guardrails

  • Keep “friendly, safe, no weapons.”
  • Keep prompts under the configured length limits.

References

  • references/prompt-recipes.md