video-autopilot-kit

Why we included this project

Most creator systems on the market sell you one person's settings, which is exactly what this kit refuses to do. Instead it ships a battle-tested skeleton: Python and ffmpeg pipelines that assemble vertical Shorts, long-form teaching videos, and silent vlogs, plus a CapCut-assisted path that edits CapCut draft JSON directly and can even drive the CapCut window through an AI assistant's computer-use features. The methodology layer is the real draw, with a knowledge base of production lessons, QA gates that mechanically check for flicker, dead air, and caption sync before you publish, and a teardown tool that turns competitor shorts into comparable numbers. Everything ships with zero private data, so the templates, voice lists, and KPI thresholds are yours to define. It is a framework and a playbook rather than a turnkey product, which suits creators who want reproducible, cross-platform automation without being locked to one editor.