SuperCMO Skills Brings Ad Production Into Your Agent

Making a product ad usually means hopping between four or five AI tools, and losing the thread somewhere in the middle. SuperCMO Skills moves that whole workflow inside the coding agent you already have open.

It is an open-source collection of agent skills that takes a product photo and a short brief and carries it through to finished marketing video and images.

What Happened

SuperCMO Skills is a set of agent skills for builders creating marketing videos and images from a product photo and brief. You start with a product photo or a link, then build a creative brief around it rather than starting from a blank prompt.

The skills cover several ad formats: UGC videos, product commercials, cartoon videos, and image ads. The README maps the full production flow, from analysis and planning through scripts, visual generation, audio, and the final stitch.

One detail worth knowing before you pay for anything: the workflows can show you the concept or run a dry run first. You can check the direction before the workflow makes an API call or a paid render.

The installer supports Claude Code, Cursor, and Codex, and ships the same skills plus a local MCP server on each one. It is open-source under the Apache License 2.0.

Why It Matters

Most of the friction in AI ad making is not the generation step, it is the handoff between tools. Keeping planning, visuals, audio and stitching in one place means the brief you wrote at the start still shapes the output at the end.

The dry run matters just as much. Rendering video costs money, and being able to review a concept before the paid call turns an expensive guess into a cheap check.