Specialist AI workflows · forkable templates

Specialist models ship work to production. Generalists like Nano Banana or GPT Image ship demos.

Each Runflow template wraps a focused AI pipeline (product cutout, smart-resize, brand pack, headshot) in a forkable, browser-only UI. Bring your Runflow key, pay per call, ship on your own infra.

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parent photo, living room with chair to isolate
Runflow Specialist ✓
Loading Runflow specialist result
Generalist ✗
Loading GPT Image 2 generalist result
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Why templates

Generalist models are great at demos.
Specialists are what actually ships.

One model that promises to do everything will frustrate you the moment you try to use it for one specific job. Runflow templates wrap a chain of specialist models around the exact task you're doing.

Generalist prompt-and-pray

  • Closed-source models can't accept masks, so you can't point at one object and edit only that object
  • Quality collapses the moment you chain more than one edit on the same image
  • They add artifacts (extra props, distorted edges, hallucinated lighting) you never asked for
  • "Make a lifestyle product photo" returns wrong angle, wrong lighting, wrong category
  • One prompt fits all, so 2 out of 10 attempts are usable and you are the QA loop

Runflow specialist template

  • Pixel-precise masks: point at one object, edit only that object, leave the rest of the image untouched
  • Every step is a separate specialist call, so chaining ten edits doesn't compound drift
  • Specialist models keep the source pixels intact, no artifacts you didn't ask for
  • gpt-4o reads the product first, picks scene prompts by category, then runflow/product-isolation does the cutout
  • runflow/smart-resize and outpaint produce every ratio, pixel-accurate, on your own infra
Live templates

Pick a workflow. Fork it. Ship it.

Every template is a Replit-importable repo with a working UI and a working pipeline. Open it, paste two keys, you are live.

supplier photo input Input
amazon main image output
Amazon
shopify lifestyle output
Shopify
tiktok lifestyle output
TikTok
pinterest lifestyle output
Pinterest
● Live

DTC image package

One supplier photo → seven store-ready assets. Cutout, white studio, three lifestyle scenes, 9:16 hero, 1:1 ad. Built for AliExpress, 1688, and Alibaba rebrands.

React + Vite ~$0.25 / pack Replit-ready
Open template
○ Coming soon

Smart ad resize + translator

One ad creative, every platform aspect ratio + every locale. Smart reframe preserves the subject through 1:1, 9:16, 4:5, 16:9; translator swaps the headline copy per market without re-rendering the visual.

Ad reframe Multi-locale Coming Jun 2026
○ Coming soon

Multi-angle product studio

One product photo → eight angles for Amazon, Shopify, and Shop ads. Front, three-quarter, top-down, side, lifestyle pairings, all consistent.

E-commerce Multi-angle Coming Jul 2026
○ Coming soon

Motion ad builder

Static ad creative → 6-second motion ad with subtle parallax, text reveal, and product-spin. Drop your hero image, get a TikTok-ready MP4.

Video TikTok 9:16 Coming Aug 2026

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