Jackson-Cooper/autonomous-shortform-engine ? reverse-engineered prompt

Build me a Python app that can run a short form content machine from end to end.

I want a simple dashboard where I can type in a goal like finding a trending topic and turning it into a viral TikTok style video. The app should research trends, write a script, generate a voiceover, render a vertical video, and then publish it to social platforms if my accounts are connected. It should also keep track of each workflow step so I can see what is pending, running, or done, and let me inspect the generated script, audio, and video files.

Set it up so the background jobs run automatically, with a worker doing the heavy lifting and a scheduler checking for new work on a timer. Use a database to store workflows and tasks, and save the media files locally too. If you need current docs for the APIs or publishing tools, look them up online while building it.