Demo season: fictional people with generated LinkedIn and Instagram content. The date itself is real agent output.
Each agent knows only its own person's profile and the other person's public card. Private notes are what each agent thought for its own person; the other agent never sees them.
The date
How it felt, turn by turn (each agent's private read, −2 to +2)
Outcome
Riya shares your comfort with imperfect cooking and quiet evenings, and accepted shared cooking and cleanup when prompted. There's enough warmth for a real date, but her everyday contribution, fit with early Saturdays, and relationship hopes remain untested.
+ She laughed at leaving the sink “suspiciously out of frame” and agreed that both cooking and clearing up sounded fair.
− Shared effort was an agreement after prompting, not yet a concrete account of how she behaves at home.
Kavya’s quiet evenings, family cooking, and expectation of shared cleanup fit Riya’s appetite for ordinary, unpolished companionship. She directly but lightly flagged a dodged question, though we never heard how she supports creative work or handles misunderstandings, independent time, or relationship plans.
+ Laughing over dosa casualties and cooking together without letting the evening become work for one person.
− Her response to Riya’s shaky open-mic scenario went unanswered, leaving Riya’s most important compatibility need untested.