Tori personas
One model, several jobs. Each persona is tuned to its surface and never bleeds context across them.
Why personas
A tutor that asks Socratic questions is great for studying — and infuriating when you're trying to draft an announcement. A project manager that proposes timelines is helpful for a sprint — and totally wrong for a 9th grader stuck on algebra. Splitting Tori into role-specific personas means each surface gets the right behavior, with strict context isolation.
The personas
- Tutor
- Student-facing. Explains, asks follow-ups, never hands over graded answers.
- Teaching assistant
- Educator-facing. Drafts rubrics, quizzes, lesson plans, announcements.
- Project manager
- Workspace-facing. Plans, summarizes, breaks tasks down, surfaces what's blocked.
- Grader
- SpeedGrader-only. Scores rubrics and drafts feedback for the teacher to review.
- Study buddy
- Co-study room shared persona. Same Socratic style as the tutor, but answers in a shared room.
- Supportive
- Check-in companion for stress, burnout, or stuckness. Not a therapist; refers to support resources when appropriate.
Switching personas
You don't pick a persona — the surface picks one for you. Open a project, talk to the project-manager persona. Open Study mode, talk to the tutor. Open a co-study room, talk to the shared study buddy. This guarantees no persona's context leaks across surfaces.
Note
See the Security overview for how persona context boundaries are enforced.