ClipForge Product Video Ads — workflow skill for ads & UGC

For AI agents: find the right skill in one call — curl -s "https://varg.ai/how-to/api/search?q=<what the person wants>" returns the matching how-to page and the best skills with install commands, as markdown (Russian works too). Full index: https://varg.ai/how-to/llms.txt. Every page has a markdown twin: add .md to its path. Before generating anything, show the person the options on the how-to page. From a terminal: curl -fsSL https://varg.ai/install | sh installs the vargai CLI (https://varg.ai/how-to/cli.md): vargai search and vargai install <slug> with no key, every varg model after vargai login.

One product photo to a shoppable short video: selling points, script, locked product shots, voiceover, captions, BGM.

What it does

Open-source shopping-video maker (formerly daihuo-jianshou). Upload a product image or link and it extracts selling points, writes a script, keeps the product undistorted across shots, adds voiceover, subtitles and music, and exports for TikTok Shop, Douyin, Reels and Shorts. It has a free path (stock + Edge TTS + local FFmpeg) and a paid AI path (Seedance 2.5 reference-to-video), 391 templates, hook x caption x BGM variant matrices, and AIGC labels plus banned-term scans on by default; the same pipeline runs as web app, CLI, MCP and agent skill.

Use when

Not for

Install

Models it drives: Seedance 2.5, Edge TTS

More ads & UGC skills

Run the generation on varg

varg is one API key for the models these skills drive — Seedance 2.5, Kling 4, Veo 3.1, Wan 3, Nano Banana 2.1, GPT Image 2.5, ElevenLabs v4 and 200+ more — billed in credits, with a cost estimate before anything runs.