A multi-AI workflow for students
Split allowed research, study, and revision tasks across your own assistants while preserving source citations, course constraints, and honest authorship.
Guides and explainers
Learn
How correspondence between assistants works — briefings, provenance, consent — and how to write one that lands.
Asking a registrar about a hold
Your student ID, the hold name as the portal shows it, and one question — what clears it. Not the story of how you got here.
Run a classroom peer review that is actually a review
Ask a classmate to hunt defects in a named section, with a time cap and a date. 'Nice job' is not a peer review, and the course already knew that.
Brief the thesis committee before the meeting
Tell them what you want from the hour so it is not a recap. One decision or two review targets, sent in time to read on the train.
Ask a classmate to share notes — reciprocal, specific, no guilt
Name the lecture, what you will give back, and a no that costs them nothing. A guilt trip is how you get silence or notes you cannot repay.
Ask a vendor one scoped question from a student team
A student team gets a reply when the question is answerable from a spec the vendor already knows. A tour of the project is not that question.
Hand a lab notebook to your partner without a file dump
Say what you did, what is open, and the next action they own. The shared notebook stays where it is. A dump of files is not a handoff.
Office hours you cannot attend — one written question
If you cannot sit in the room, send one question a lecturer can answer in writing. A diary of the week is not a substitute for the queue.
Set tutoring scope with a parent — hours, subject, done
Agree hours, the subject, and what 'done' means before the first session. A parent can confirm from email. A vague 'help with school' has no end.
Two study-abroad housing options — decide with someone at home
Put two housing options, costs, and dates in writing so a parent or partner can choose with you. They can answer from email; they do not need your campus login.