A YouTube channel that runs itself
A faceless education channel that needed a steady flow of well-researched videos without a production team.
- Type
- Workflow automation
- Built for
- A faceless education channel
- Runs on
- Claude · ElevenLabs · HyperFrames
- Status
- Publishing weekly
pipeline board screenshot goes here
Every video meant days of research, writing, fact-checking, voice-over, editing and upload steps.
The goal: keep the quality bar (nothing false on screen) while cutting the hands-on time to a few hours.
Research + scriptTopic research and a script draft from primary sources.
Independent fact-checkA separate checker reviews every claim before voice-over.
Voice + renderNarration and a coded video render, with previews to approve.
Packaging + scheduleTitles, thumbnails, Shorts and a scheduled upload, with a human OK.
- 1Pick a topicFrom a ranked shortlist.
- 2Script + checkDraft, then an independent fact-check.
- 3Voice + renderPreview before the full render.
- 4Approve + scheduleOne yes, then it goes out on schedule.
- A repeatable weekly cadence instead of one-off pushes.
- Every claim checked before it is said or shown.
- Hands-on time spent on decisions, not production steps.