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How to generate app assets at scale with Picsart Skills

SKILLS4 minIntermediate

Create style-consistent icon sets, empty states, and onboarding frames for every screen in your app.

How to generate app assets at scale with Picsart Skills

What you'll learn

  • How to generate complete icon sets with consistent style
  • How to create empty-state illustrations that match your brand
  • How to build onboarding frames in batch
  • How to maintain visual consistency across all app screens

What are app assets?

App assets are the visual elements that make your interface work — icons, illustrations, empty states, onboarding graphics, and placeholder images. Traditionally, you'd hire a designer to create each one manually, which takes weeks and costs thousands. Picsart Skills lets you generate the entire set in minutes, with guaranteed style consistency across every screen. Think of it like having a design system that creates itself.

Common use cases

  • Mobile apps: Generate icons for every feature and empty state illustration for each section
  • SaaS dashboards: Create consistent illustration sets for data visualizations and CTAs
  • Onboarding flows: Build matching graphics for welcome screens and tutorials
  • Design systems: Generate icon libraries that scale across web and mobile
  • MVP launches: Get production-ready assets without hiring a designer
  • Rebrands: Regenerate your entire asset library in a new style in one batch

Generate your app assets step by step

STEP 1: Install Picsart Skills

  • On web: Go to picsart.com/cli → Copy the install command for your OS
  • On mobile: Not available — Skills runs in terminal or CI environments
Get Picsart Skills

STEP 2: Define your asset list and style

Create a manifest that describes what you need:

  • Asset type: Icons, illustrations, empty states, or onboarding frames
  • Style parameters: Color palette, line weight, rendering style (flat, isometric, 3D)
  • Size and format: Export dimensions and file types (SVG, PNG, or both)
  • Naming convention: File naming pattern for organized exports

STEP 3: Run batch generation

Execute the Skill with your manifest. The generator creates each asset with consistent style rules applied across the entire set. Progress updates show in your terminal, and failed generations auto-retry. All files save to your specified output directory, ready to import into Figma or your codebase.

STEP 4: Review and refine

Check that all assets match your style requirements: Not satisfied with specific assets? Edit your manifest prompts for those items and regenerate just the ones you need. The rest of your set stays unchanged.

  • Verify visual consistency across the entire set (colors, line weights, style)
  • Check that icon sizes are optically balanced, not just mathematically equal
  • Test illustrations at actual screen sizes to confirm readability and impact
Start generating

Tips for best results

💡 Start with a reference image

Upload one example asset that defines your desired style. The generator will match its aesthetic across all other assets, ensuring tighter consistency than text prompts alone.

💡 Use semantic naming in your manifest

Name assets by function, not appearance (e.g., 'icon-settings' not 'icon-gear'). This makes it easier to swap styles later without renaming files across your codebase.

💡 Generate in batches by asset type

Run icons separately from illustrations. Different asset types often need different style parameters, and splitting batches makes it easier to tweak settings per category.

💡 Export multiple sizes in one run

Define size variants in your manifest (1x, 2x, 3x for mobile or 16px, 24px, 32px for web). The Skill generates all sizes at once, saving manual resizing work.

Frequently asked questions

You can generate icons, empty-state illustrations, onboarding graphics, placeholder images, and feature illustrations. The Skill supports vector (SVG) and raster (PNG) outputs, with batch generation for entire icon sets or illustration libraries in one command.

Define your style parameters once in brand.md — colors, line weight, rendering style, and reference images. The generator applies these rules to every asset in the batch. All outputs share the same visual DNA, which is harder to achieve with manual design.

Yes, all generated assets are yours to use in commercial apps, websites, and products. You own the output. No attribution required. The only restriction is you can't resell the raw assets as design templates or icon packs.

A typical set of 50 icons takes 3-5 minutes, depending on complexity and server load. The Skill runs generations in parallel, so larger batches don't scale linearly — 100 icons take around 7-10 minutes, not 10.

Need a full asset library?

Generate style-consistent icons and illustrations for every screen in your app.

Start creating