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Prompt-based editing

AI Image Editor with Prompt for Scientific Figures

Upload a figure and type the changes you want.

Use natural language to revise a scientific figure: add arrows, simplify a pathway, recolor modules, improve contrast, or clean up a diagram layout.

Open Prompt EditorSee Workflow
Upload-firstEditScientific figures
A scientific figure editor interface showing prompt-based edits to a pathway diagram.
Generated SciDraw AI workflow example

Best for

Prompt edits to existing figures

Input

Image plus natural language request

Mode

SciDraw AI replicate

Goal

Edit image with prompt

Workflow

Designed for upload-first scientific figure workflows

Prompt editing works best when you describe concrete figure changes such as arrows, color, spacing, labels, and what should stay unchanged.

1

Upload the figure

Start from a research diagram, generated image, slide export, or figure draft you want to revise.

2

Write precise edit instructions

Use prompts such as add a dashed inhibition arrow, make the mitochondria panel cleaner, or simplify the label areas.

3

Review the revised image

Generate a new version and continue prompting until the figure communicates the intended scientific story.

Example result

Preview the expected before-and-after result

Each workflow starts with your source image and a precise instruction, then produces a revised figure draft you can continue refining in SciDraw AI.

A scientific figure editor interface showing prompt-based edits to a pathway diagram.

No manual layer editing first

Describe the figure change in words instead of rebuilding shapes one by one.

Works with scientific context

Prompts can include biological, medical, chemistry, materials, and engineering terminology.

Good for fast iteration

Try visual alternatives quickly before committing to final design cleanup.

Use cases

Scientific workflows this supports

Add arrows or callouts

Ask SciDraw AI to emphasize a mechanism, reaction direction, pathway branch, or highlighted region.

Clean figure layout

Improve alignment, spacing, color consistency, and visual hierarchy in a draft diagram.

Restyle a figure

Convert a rough illustration into a cleaner schematic, flat illustration, or journal-friendly look.

FAQ

Questions researchers ask before trying it

Can I edit an image by typing a prompt?

Yes. Upload the image in SciDraw AI replicate mode, then type the specific change you want the AI to make.

What prompts work best for scientific figures?

Specific instructions work best: name the component, desired change, visual style, and what should remain unchanged.

Can I add labels with prompts?

You can request label areas or simple labels, but final publication text should still be reviewed carefully.

Can I keep the source figure composition?

Yes. Tell SciDraw AI to preserve the layout, main components, and scientific relationships while changing only the requested parts.

Related SciDraw AI workflows

Image-to-Image AI

Use upload-first AI editing when the source image should guide the result.

Open page

Figure Checker

Review figure clarity, readability, and common submission issues.

Open page

Scientific Figure Maker

Generate new scientific figures when you need a fresh image rather than an edit.

Open page
SciDraw AI Drawing

Start from this workflow, then continue inside the editor

Open AI Drawing with the right mode preselected, then upload your image and continue refining the result in the editor.

Open Prompt Editor
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AI-powered scientific figure platform for researchers, students, educators, and science communicators. Create publication- and classroom-ready figures, graphical abstracts, TOC graphics, posters, and teaching illustrations in minutes. No design skills required.

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