Useful without a profile
Use once is the default. A saved profile is optional.
ONE PROFILE, DECISION-SCOPED CONTEXT
The person comes first.
The evidence keeps it honest.
This first implementation proves Ribband can use only the recipient details you select, rank real Offers against them, and explain the match. Use the context once or save it only in this browser. The Worker stores nothing.
Explainable recommendation
Ranked options
No profile context applied yet
Ribband will show which facts were scored and stop when a hard constraint cannot be verified.
No options ranked yet.
Personal facts stay separate
Recipient context shapes ranking but never becomes merchant evidence.
Hard constraints fail closed
If current Offers cannot verify an age or safety requirement, Ribband withholds the recommendation.
Action stays human
This planner ranks options. It does not order, pay, contact, or persist agent inference.