AI Creative Agency: Open-Source Agent Workflow for AI UGC and Ad Cloning
An open-source workflow named 'AI Creative Agency' enables AI agents to produce AI UGC, clone winning ads, and automate multi-platform social campaigns across 8
Jasper Li (@Jasperli0122) and Shengkun Ye (@shengkunye) have released "AI Creative Agency," an open-source agentic workflow hosted on GitHub (tfcbot/ai-creative-agency) designed to automate end-to-end creative production for User-Generated Content (UGC) and digital advertising.
The framework structures creative production into 80 discrete agent skills distributed across nine provider lanes, enabling AI coding and automation agents to execute niche research, video rendering, ad cloning, and cross-platform campaign operations through standardized slash commands. It utilizes GPT-6 Astra as a backend, enabling production at approximately $0.03 per second.
80 Specialized Skills Across 9 Provider Lanes
Rather than relying on a single monolith, the repository provides modular commands that agents can invoke on demand:
/clone-ad: Generates a 15-second AI clone of an existing reference ad adapted for a specific product./vidjutsu-clone: Clones motion dynamics from TikTok reference footage onto a new character model using the VidJutsu API./generate-video&/generate-image: Routes generation requests to frontier image and video backends, including Seedance 2.0, Kling 3.0, Sora 2, Nano Banana 2, and GPT-Image 2.- Campaign & Social Operations: Automates scheduling and engagement across 14 social platforms alongside ad account management commands such as
/create-adsand/ads-performance-report.
Usage Considerations
The workflow operates under a Bring Your Own Key (BYOK) model. Users must configure necessary provider keys for models and tools, including specific setup for external services like VidJutsu.