From one idea to a publish-ready package
The loop is deliberately simple. What makes it different is what happens underneath: every step feeds the same memory, so the loop gets shorter and sharper each time you run it.
Tell it what you create
A short onboarding — what you make, who it's for, your formats and tone — initializes your Creator Brain. Five minutes, all editable later.
What it learns: Your declared profile becomes the starting context for every generation.
Capture ideas frictionlessly
The Idea Inbox is a single text box. Type the idea, hit save, move on. Organize later into saved, shortlisted, planned or rejected.
What it learns: Saves and rejections are logged. Repeatedly rejected concepts stop being suggested.
Develop the good ones
One click turns a one-liner into a core concept, audience promise, possible angles, the questions the video should answer and a possible opening.
What it learns: Which developments you keep versus discard shapes future angle suggestions.
Generate packaging directions
Three genuinely different directions — angle, title, thumbnail direction and hook as one coherent package. Select the one that fits, reject the ones that don't.
What it learns: Selected titles, rejected patterns and edits become title and thumbnail preferences.
Build the thumbnailin development
Choose from cheap written concepts first, render only what's worth rendering, then refine on an editable canvas with full version history.
What it learns: Exported versions carry the strongest visual signal: text amount, composition, palette.
Write the script
Structured for retention — hook, setup, sections, pattern interrupts, CTA — starting from the promise your packaging made.
What it learns: Every phrase you cut and rewrite teaches the system your actual voice.
Export, publish, repeat
Mark the project published and its final title, thumbnail and script join your content history — the raw material for follow-up suggestions.
What it learns: Published projects become the evidence base for “you have two related ideas saved” recommendations.
The test we build against
Give the same idea to a fresh chatbot and to a creator who has run this loop for six months. The second output should unmistakably feel like that creator — their title patterns, their visual style, their voice. If both outputs look similar, the Creator Brain has failed. Read more about how the memory works.
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