What the pipeline actually does
Every stage a faceless YouTube AI video creator pipeline needs, wired together
Not a single generator — the full chain from idea to published video.
Script & research automation
Claude Code drafts and refines scripts from your topic list or trending-topic research, in your channel's voice. You hand over a niche, a tone reference and the titles you would actually publish; each becomes a structured outline, then a full narration script with the hook, chapter beats and closing call to action in fixed positions. Scripts are stored as plain text before a frame is rendered, so you can edit one line, re-run that video, and leave the rest of the batch untouched.
Voice + visuals
Voiceover and matching AI-generated visuals or B-roll, assembled to your channel's format — talking-head, narrated montage, or explainer. Voice settings, pacing and visual style are locked once at setup and reused on every run, so the fortieth episode still sounds and looks like the first. The assembly step cuts visuals to the narration timing and writes the caption file alongside the render.
Scheduled publishing
Finished videos land in a review queue and publish on your calendar, not a one-off manual export. Nothing uploads until a person approves it: each video arrives with its title, description, tags and a draft thumbnail attached, so one pass through the queue approves it, sends it back with a note, or drops it. Approved videos publish into the slot you set; rejected ones return to the script stage with your comment attached.
