Brand memory · Layer 2
Learnings — how your agent works for you
Scoped rules the agent injects into future work, addressed on area × kind × surface. They reinforce, decay, supersede, and graduate — so the memory stays sharp instead of a growing pile.
How far a rule reaches
This item
one post or asset only
A surface
every carousel, caption, or page of that type
Brand-wide
applies to everything the agent makes
All areas
Social
SEO
Ads
Brand-wide
Carousel slide 1 must open with a bold stat hook
Captions: no sports metaphors
Product shots: flat minimal illustration, no photoreal
Lead with enterprise relocation; individual moves are secondary; we serve 30 countries
Primary CTA wording: "Get a move plan"
SEO: target enterprise-mobility keywords, not consumer moving
Brand voice = confident, plain, no corporate jargon
Tagline: "Relocation made personal, 15+ countries"
Capture in action
Want me to remember this?
For carousels, keep the headline in the top third.
Scope
This carousel
All carousels
Brand-wide
Area: Social · surface: carousel · kind: preference
Ready to graduate
This rule is stable — bake it into the style guide?
Rule
Product shots: flat minimal illustration, no photoreal · reinforced 3×
Style-kit look variant
Social · image · flat-minimal
Graduating removes it from the injected-rules pool — the look variant carries it from here.
Learnings propagate. A fix scoped to "all carousels" reaches every future carousel in that area. They reinforce when you repeat them, decay when unused, supersede on contradiction, and graduate into structured records — so the memory stays sharp, never a growing pile.