Enter a topic, your Hugging Face token (LLM + vision model, billed to you) and a YouTube Data API key (for comments). The Space picks the best video by comment sentiment, pulls its transcript, writes an AEO-friendly tutorial, grabs real screenshots at the right moments, and builds a .docx.