The Thursday content pipeline
The one survivor of a much bigger automation system I retired in July 2026.
It turns each week's newsletter into a stack of social post drafts in my voice, so I review instead of starting from a blank page. Every Thursday a job on my PC reads the newest Shitty Mom Guide issue and drafts about 23 pieces: event roundups, hack cards, recipe cards, hooks. Then it renders them as videos and images in a review queue.
Try it yourself
Copy this prompt and paste it into ChatGPT or Claude to try it yourself.
I want to copy Frances Tang's Thursday content pipeline from her What Are We Building profile. Every Thursday her computer reads that week's newsletter and drafts social posts in her voice, then she approves or skips each one. Nothing posts automatically. Help me build a small version: take the text of my latest newsletter or blog post, and draft five social posts from it in my voice, one per template I choose. Show them to me for approval one at a time. Her gotcha: she built a lot of automation around this and most of it broke silently, so start with one job, and make any failure say so loudly. Start by asking me to paste my latest issue and two posts I've written that sound like me. Ask me for anything you need.
Tools I used for this project











