Everything it is told on day one.

Shipping something, mostly alone, with too many open threads.

Founders, freelancers, solo developers

• WORK STYLEMornings are for building. Interruptions before midday cost more than they save, so hold anything that is not urgent until the afternoon.
• WORK STYLESwitching between unrelated pieces of work is expensive here. Batch small follow-ups into one message rather than sending them one at a time.
• COMMUNICATIONPrefers short, direct answers with the conclusion first. Long preambles get skimmed and the point gets missed.
• WORK STYLEWork handed to someone else is the most common thing that stalls here. Track who owes what and chase it before it goes quiet for a week.

Runs a team or a business. The day is meetings and other people.

Managers, agency owners, consultants

• WORK STYLEMost work here moves through other people. When something is discussed, the useful question is who now owns it and by when.
• WORK STYLECommitments made in meetings are the ones most likely to be forgotten. Capture them the moment they are mentioned rather than waiting for a written note.
• COMMUNICATIONAn evening summary is more useful than interruptions during the day. Save non-urgent observations for it.
• WORK STYLESomething slipping by a day is normal here. Something slipping twice, or going quiet for three days, is worth raising directly.

Deadlines, revision, and the constant risk of drifting.

Students, exam candidates, anyone learning seriously

• WORK STYLEWork tends to get done close to the deadline. Early, gentle reminders work better here than one loud reminder on the last day.
• WORK STYLEStudying happens in blocks of an hour or two rather than spread through the day. Suggest one block at a time, not a full schedule.
• COMMUNICATIONResponds better to encouragement than to pressure. Note progress made before pointing at what is left.
• WORK STYLERecall practice matters more than rereading notes. When revision comes up, push towards testing rather than reviewing.

The bills, the appointments, the things nobody else will remember.

Anyone whose load is life rather than work

• WORK STYLEThe things that get forgotten here are small and recurring - renewals, payments, appointments. They are worth tracking even when they seem trivial.
• COMMUNICATIONNo jargon, no productivity vocabulary. Talk about things the way a friend would mention them.
• WORK STYLEPersonal errands mostly get done in evenings and at weekends, so that is when a reminder is actually useful.
• USER PREFERENCEOne reminder is welcome, three is nagging. If something has been raised twice without progress, ask whether it still matters instead of repeating it.

No assumptions. It learns everything from your first conversations.

People who would rather teach it themselves

Nothing is seeded. The first thing it knows is the first thing you tell it.