Automated Motion Clip Creation Workflow

Creators, marketers, and brands that want to turn a single product photo into premium motion clips, then optionally publish to Instagram/TikTok/YouTube via LATE. No editing skills required.

Producing short vertical ads from a static packshot takes time (retouching, motion design, soundtrack, publishing). This workflow automates the entire process: image enhancement → cinematic motion → optional upscale → soundtrack → share.

Collects a product photo via Telegram.

Generates two refined edit prompts + two motion prompts using multi-agent Gemini orchestration.

Creates two edited images with Fal.ai Gemini-Flash (image edit).

Renders two 5s vertical videos with Kling (via fal.run queue).

Auto-stitches them (FFmpeg API) and optionally upscales with Topaz.

Generates a clean ambient soundtrack with MMAudio.

Sends previews + final links back on Telegram.

Optionally publishes to Instagram, TikTok, YouTube Shorts, and more via LATE.

Telegram: Bot token (Telegram node).

Fal.ai: HTTP Header Auth (Authorization: Bearer <FAL_API_KEY>) for Gemini-Flash edit, Kling queue, FFmpeg compose, Topaz upscale, and MMAudio.

Google Gemini (PaLM credential) for AI agents.

ImgBB: API key for uploading original/edited images.

LATE: create an account at getlate.dev and use your API key for publishing (optional).

Start the workflow and DM your bot a clear product photo (jpg/jpeg/webp).

Approve the two still concepts when prompted in Telegram.

The orchestrator generates cinematic motion prompts and queues Kling renders.

Receive two motion previews, then a stitched final (upscaled + soundtrack).

Choose to auto-publish to Instagram/TikTok/YouTube via LATE (optional).

Art Direction → tweak the “Art Director” system message (lighting, backgrounds, grading).

Motion Flavor → adjust the “Motion Designer” vocabulary for different camera moves/dynamics.

Durations/Aspect → default is 9:16, 5s; you can change Kling duration.

Soundtrack → edit the MMAudio prompt to reflect your brand’s sonic identity.

Publishing → enable/disable LATE targets; customize captions/hashtags.

A Telegram bot created via @BotFather.

A Fal.ai account + API key.

An ImgBB account + API key.

(Optional) a LATE account with connected social profiles — sign up at getlate.dev.

💡 Detailed technical notes, architecture, and step-by-step flow explanation are included as sticky notes inside this workflow.