Turn a flat-lay photo into an AI virtual try-on video — guide skill for product videos
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Clothing flat-lay to a model wearing it and a fit-check video: Bria virtual try-on still, Kling 4 motion, honest size captions.
- Type: Guide · Product videos
- Slug:
ai-virtual-try-on-video - Status: live
- Publisher: varg (varg, verified)
- License: MIT
- Source: https://github.com/vargHQ/skills/tree/main/varg-tryon-video
- Works in: Claude Code, Codex, Cursor, Gemini CLI, OpenClaw
- Requires: varg API key or the varg MCP
- Cost: ~83 credits per try-on still + 5 s fit check — Measured Oct 2026 on varg
What it does
Cleans the garment photo and writes a garment-truth caption, dresses a model photo in it with Bria Virtual Try-On (4 credits) or a Nano Banana / GPT Image edit for prints, then animates fit-check motions that sell clothes (slow turn, tug and let fall, walk to camera, mirror selfie, fabric close-up) on Kling 4 with the garment kept intact. Adds size captions and AI labels. Tested: a striped cardigan, try-on still plus a 5 s fit check for 83 credits.
Example repo for ecommerce agents: https://github.com/vargHQ/ecommerce-ai-video-skills
Use when
- A try-on video for a clothing product
- An AI model wearing my clothes
- A fit-check or outfit video from flat-lays
- Apparel ads for TikTok Shop or Shopify
Not for
- Accessories without a body (use product-photo-to-video)
Install
- Claude Code:
claude plugin marketplace add vargHQ/skills && claude plugin install varg@varg - Codex:
npx skills add vargHQ/skills --skill varg-tryon-video -a codex -y - Cursor:
npx skills add vargHQ/skills --skill varg-tryon-video -a cursor -y - OpenClaw:
npx clawhub@latest install varg-tryon-video - Gemini CLI:
npx skills add vargHQ/skills --skill varg-tryon-video -a gemini-cli -y
Models it drives: bria_fibo_edit_1_5_virtual_try_on, kling_v4, nano_banana_2_1
Example output
https://s3.varg.ai/files/194b94d0-58ff-4e8b-91de-4f1959d04013/file_1213e32adbda.mp4 — example (credit: varg)
More product videos skills
- Turn a product link into a TikTok Shop video: A TikTok Shop video that sells and stays compliant: Shop styles, script, shot list, the 2026 rules.
- Turn a product photo into a product video ad: Product photos into a video that keeps the real product: storyboard, PRODUCT LOCK, repair, real packshot.
- Turn product photos into an AI ASMR unboxing video: Hands-only ASMR unboxing from a box and a product photo: timed VISUAL / ACTION / SOUND blocks on Seedance 2.5 with native sound, no music.
- Turn product photos into AI video that keeps the logo and shape: Stops logos, labels and shapes from warping in AI product video: lock sheet, multi-angle references, camera-risk ladder, drift check.
- Higgsfield Marketplace Cards: Produce marketplace listing images: a compliant main image, secondary shots and A+ content modules.
- Higgsfield Product Photoshoot: Shoot brand-quality product images in 10 modes: studio, lifestyle, hero banners, ad packs, try-on and more.