Agent skill
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.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/sketch-prompt-lab
SKILL.md
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
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