The knowledge agent reads your docs, your website and your code. The brand kit takes your palette, type and voice from your guidelines. Everything later in the loop is grounded in what they find.
Reads from memory
The docs, website and repos you point it at
Your brand guidelines, or your website
Adds to memory
Searchable passages, kept in your own data region
Your brand kit: palette, fonts and voice
An image style learned from your ratings
Who does the work
The knowledge agent and the brand kit
Where you decide
Which sources to add, and what to keep from the extracted brand kit.