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PicsArt avatar

Dev App Assets

PicsArt/gen-ai-skills
222 installs4 starsMIT
Summary

This is the full production pipeline for shipping app store assets without touching Figma. You give it an app concept and brand colors, it generates the master 1024×1024 icon with Flux, resizes it locally to every iOS/Android/watchOS size you need, then generates splash screens and App Store screenshots that all share the same visual DNA. Built by Picsart, it's opinionated about locking the master icon before batching and always using image references to keep consistency across the pack. Best for indie launches or rebrands where you'd otherwise be hand-cropping 30 icon sizes and praying the screenshots feel cohesive. Not for pixel-perfect logo work, but honest about that upfront.

Install to Claude Code

npx -y skills add PicsArt/gen-ai-skills --skill dev-app-assets --agent claude-code

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Files
SKILL.mdView on GitHub

App assets

A one-shot pipeline that turns a single app idea into the full store-ready asset pack: app icon across every required size, splash screen, device-framed App Store / Play Store screenshots, and feature graphic. One visual language, one style reference, every platform.

When to Use

  • Launching an iOS / Android / cross-platform app and need the full asset set before submission.
  • Rebranding an existing app: re-render all icons + store art in a new style.
  • Indie / hackathon ships where you'd otherwise hand-crop 30 icon sizes.
  • Watch + phone + tablet variants that must feel like one product.
  • Regenerating localized App Store screenshots for new markets.

Not for: motion assets (use gen-ai-use), marketing LP heroes (dev-screenshot-beautifier), or final pixel-perfect logo work (hand off to a designer).

Prerequisites

Ask before generating (one message, 6 questions):

  1. App name + one-line concept (e.g. "Rally — a focus timer for ADHD brains").
  2. Style direction: flat, gradient, claymorphic, glass, pixel? Any existing logo or style exemplar to reference?
  3. Brand tokens: primary + accent colors (hex), typography, mood keywords.
  4. Platforms: iOS, Android, watchOS, macOS, web PWA — which sizes do you need?
  5. Device frames for screenshots: iPhone 16 Pro, Pixel 9, Apple Watch, iPad Pro? Portrait or landscape?
  6. Deliverable folder: where should the pack land (e.g. ./app-assets/)?

How to Run

  1. Estimate + validate the master style.

    gen-ai models info flux-2-pro
    gen-ai generate -m flux-2-pro -p "<style prompt>" --aspect-ratio 1:1 --dry-run --debug
    
  2. Generate the master icon (1024×1024, the source-of-truth). This is what every downstream size gets derived from — make it right once.

    gen-ai generate -m flux-2-pro \
      -p "app icon, 'Rally' focus timer, minimalist gradient, magenta #FF006E to purple #8338EC, soft shadow, rounded-rect canvas, centered glyph, hyperreal studio render" \
      --aspect-ratio 1:1 \
      --download ./app-assets/icon-master \
      --save-to-drive --drive-folder "rally-app-assets"
    

    Review visually. Regenerate until approved — do NOT batch before the master is locked.

  3. Derive all icon sizes locally (no gen-ai credits). Icons are deterministic resizes of the master.

    MASTER=./app-assets/icon-master/result.png
    # iOS sizes (App Store 1024, iPhone 60@2x/@3x, iPad, Settings, Spotlight, Notification)
    for size in 1024 180 120 167 152 76 87 80 58 40 120 87 58; do
      sips -z $size $size "$MASTER" --out "./app-assets/ios/icon-${size}.png"
    done
    # Android (mipmap-mdpi … xxxhdpi: 48, 72, 96, 144, 192, 512)
    for size in 48 72 96 144 192 512; do
      sips -z $size $size "$MASTER" --out "./app-assets/android/ic_launcher-${size}.png"
    done
    # watchOS (24, 27.5, 29, 40, 44, 50, 86, 98, 108)
    for size in 48 55 58 80 88 100 172 196 216; do
      sips -z $size $size "$MASTER" --out "./app-assets/watch/icon-${size}.png"
    done
    
  4. Generate the splash / launch screen off the same master (keep visual DNA).

    gen-ai generate -m flux-kontext-pro \
      -i ./app-assets/icon-master/result.png \
      -p "splash screen, centered app icon on a vertical gradient, same magenta-to-purple palette, 9:19.5 mobile canvas, calm negative space" \
      --aspect-ratio 9:16 \
      --download ./app-assets/splash
    
  5. Batch the App Store screenshots — one manifest per platform, framed separately.

    gen-ai batch run app-store-shots.json -c 4 -o ./app-assets/screenshots
    

    Then wrap with device frames using dev-screenshot-beautifier (see that skill) or a tool like fastlane frameit.

  6. Feature graphic (Play Store) + promo (App Store).

    gen-ai generate -m flux-2-pro \
      -p "Play Store feature graphic, 'Rally' wordmark, 1024×500, same gradient, key benefit 'Focus in bursts'" \
      --aspect-ratio 1024x500 \
      --download ./app-assets/store
    
  7. Verify mask alignment. iOS auto-masks to a rounded-rect; content must sit inside the safe zone or you'll get clipped corners. Preview at 60×60 — if the glyph bleeds, regenerate with centered glyph, 15% padding all sides in the prompt.

Quick Reference

App Store screenshots (6.9" iPhone, 1290×2796, 5 screens):

{
  "defaults": {
    "model": "flux-kontext-pro",
    "aspectRatio": "1290x2796",
    "imageUrls": ["./app-assets/icon-master/result.png"]
  },
  "jobs": [
    { "id": "screen-1-hero",      "prompt": "iPhone app UI mockup, 'Rally' focus timer home screen, large timer dial, magenta-to-purple gradient, tagline 'Focus in bursts' above the fold" },
    { "id": "screen-2-session",   "prompt": "iPhone app UI mockup, active focus session, glowing timer ring at 00:14:23, calm dark background" },
    { "id": "screen-3-stats",     "prompt": "iPhone app UI mockup, weekly focus stats bar chart, magenta bars, caption 'You focused 12h this week'" },
    { "id": "screen-4-streak",    "prompt": "iPhone app UI mockup, 14-day streak celebration, confetti, flame icon, headline 'Day 14 unlocked'" },
    { "id": "screen-5-settings",  "prompt": "iPhone app UI mockup, settings screen, clean list rows, same palette, tagline 'Built for ADHD brains'" }
  ]
}

Quick Reference

Sub-taskModelWhy
Master app icon (hero render)flux-2-proBest photoreal gradients, clean glyphs
Icon style variations from masterflux-kontext-pro + -i master.pngPreserves identity, varies background/treatment
Vector-style / flat iconsrecraftv4Clean shapes, flat color, tight edges
App Store screenshot mockups with readable UI textideogram-v3Renders in-image copy cleanly
Splash / onboarding illustration with app icon referenceflux-kontext-pro + -iKeeps visual DNA across the set
Cheap drafts while style-huntinggemini-3.1-flash-imageLowest credits

Confirm IDs with gen-ai models --mode image.

Procedure

  • Lock the master before batching. One great 1024 is worth 30 mediocre variants. Never run the icon-size loop until the master is approved.
  • Resize locally, don't regenerate. sips / ImageMagick / sharp for all sizes below the master. AI-regenerating each size produces drift.
  • Reference the master for every downstream asset. -i icon-master.png into splash, screenshots, feature graphic. Shared visual DNA.
  • Respect iOS mask. iOS auto-clips to a superellipse at the OS level; keep the glyph within 80% of the canvas, centered. Test at 60×60 before committing.
  • Android adaptive icons need separate foreground + background layers (108×108 with 72×72 safe zone). Generate foreground transparent, background as a solid/gradient tile.
  • Save everything to Drive. --drive-folder "<app>-assets" — so a designer can review in one place without cloning your repo.
  • Version the style prompt. Store the exact prompt in app-assets/STYLE.md. Future "just one more screenshot" requests stay consistent.
  • Don't re-render on every CI run. Assets are release artifacts — commit them, or generate once and upload to your asset pipeline.

Pitfalls

PitfallFix
Icon clipped at corners after iOS maskRe-prompt with centered glyph, 15% safe-zone padding, regenerate master
Android adaptive icon background bleeds throughGenerate foreground with transparent bg (transparent background, isolated glyph); layer manually
Screenshots look inconsistent across 5 shotsAlways reference the master icon with -i on every screenshot job
Store screenshot copy is gibberishSwitch the screenshot model to ideogram-v3 — it renders text
Watch icon glyph unreadable at 48pxIncrease stroke weight + contrast in the master; re-derive
Drift between iOS and Android variantsUse one master image, resize locally — do not regenerate per platform
Style prompts forgotten 3 months later for "one more screen"Commit STYLE.md with the exact prompt + palette

Verification

Run gen-ai whoami to confirm authentication, then re-run the failed command with --debug.

Cost & time

TaskCreditsTime
1 master icon (Flux 2 Pro, 1024)3-5~15-25s
Local resize to ~25 icon sizes0~5s total
1 splash screen (Flux Kontext Pro, 9:16)3-5~15-25s
5× App Store screenshots (Ideogram v3)10-20~60-90s batched c=4
1 feature graphic (Flux 2 Pro, 1024×500)3-5~15-25s
Full app pack (iOS + Android + watchOS + store)~35-50~5-8 min

See also

  • gen-ai-use.md — CLI reference, flags, auth
  • gen-ai-batch.md — manifest shapes, batch resume, concurrency tuning
  • gen-ai-workflows.md — Workflow 5 (launch kit) for motion/reel companion assets
  • dev-screenshot-beautifier — device-frame the App Store screenshots
  • dev-og-image-service — social cards for the marketing site
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Categories
AI & Agent Building
First SeenJul 6, 2026
View on GitHub

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