A new topic in Google Sheets kicks the scenario off: it researches through Tavily, writes copy for each platform, stores it in Supabase, and publishes the images with a public link via Nextcloud.
The topic is actually researched before anything is written
Each platform gets its own format and length
Finished content is stored in Supabase
Failures aren't lost — a separate branch catches them