You describe an ad, product demo, logo reveal or sci-fi short, optionally with a reference video or a named reference case. The agent moves it through an 8-plus-1 phase pipeline, switching between six role files (director, writer, cinematographer, art director, VFX, sound designer) with a director review of at most two rounds per phase, and draws on a library of 38 reference cases for named techniques. Outputs are a screenplay-format script, 6- or 9-panel storyboard pages, art direction, an Excel shot table and a compiled preview of model calls adapted for Seedance 2.0, with ComfyUI, HyperFrames and Kling listed as downstream tools. A shorter fast-track path handles small jobs, and the README marks the project as still in development.