Turn product photos into AI video that keeps the logo and shape — guide skill for product videos
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Stops logos, labels and shapes from warping in AI product video: lock sheet, multi-angle references, camera-risk ladder, drift check.
- Type: Guide · Product videos
- Slug:
consistent-product-ai-video - Status: live
- Publisher: varg (varg, verified)
- License: MIT
- Source: https://github.com/vargHQ/skills/tree/main/varg-product-lock
- Works in: Claude Code, Codex, Cursor, Gemini CLI, OpenClaw
- Requires: varg API key or the varg MCP
- Cost: +5 credits per reference angle, +5 per drift check — Measured Oct 2026 on varg
What it does
AI video models redraw the product in every frame, so long, soft or printed products drift: wedges turn into blocks and labels melt. This skill writes a lock sheet (fixed geometry, fixed surface, allowed motion), builds a 2-4 angle reference pack with one role per image for Seedance 2.5 or Kling 4, climbs a camera-risk ladder (locked → push-in → slide → small orbit), checks every clip against the lock sheet with varg video_analyze and reruns only the failed shot, then composites the real packshot back where text must be exact. Tested on a car seat gap filler that turned boxy from one photo: with a side-profile reference and the lock block it kept its shape (231 credits).
Example repo for ecommerce agents: https://github.com/vargHQ/ecommerce-ai-video-skills
Use when
- The product changes shape, color or size between AI shots
- Keeping a logo or label readable in AI product video
- Preparing a batch of product videos for TikTok Shop, Meta or Amazon
- Checking AI clips for product drift before using them
Not for
- People and characters staying the same (use varg-consistent-characters)
Install
- Claude Code:
claude plugin marketplace add vargHQ/skills && claude plugin install varg@varg - Codex:
npx skills add vargHQ/skills --skill varg-product-lock -a codex -y - Cursor:
npx skills add vargHQ/skills --skill varg-product-lock -a cursor -y - OpenClaw:
npx clawhub@latest install varg-product-lock - Gemini CLI:
npx skills add vargHQ/skills --skill varg-product-lock -a gemini-cli -y
Models it drives: seedance_2_5, kling_v4, nano_banana_2_1
Example output
https://s3.varg.ai/files/194b94d0-58ff-4e8b-91de-4f1959d04013/file_332df2a110a0.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 a flat-lay photo into an AI virtual try-on video: Clothing flat-lay to a model wearing it and a fit-check video: Bria virtual try-on still, Kling 4 motion, honest size captions.
- 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.