Group-level context only — segments and stages, never names or inboxes. Anything personal-shaped is rejected by the API.
The agent never repeats a domain you already sent. Mark sent records the gift it proposed.
Nothing sent yet.
One loop, five steps, all shown: plan the strategy from deal state → call Qloo tools for segment affinities, seed, cross-domain neighbours → select inside budget and outside gift history → self-check (re-plans out loud if a check fails) → compose the note.
Affinity data describes groups, not individuals. Powered by the Qloo Taste AI API — live per request, fixtures as fallback.