Name what you want to learn
Start from a subject alone, or attach a Project Resource as the exact focus.
Tutor
Learn by doing, then keep getting better.
Tutor helps you work through a subject, checks what you understand, and adapts the next step without turning learning into a stream of answers.
A real Tutor workspace. Guided learning stays beside the focused source, with practice actions and a resumable private transcript.
A learning loop
Meet the learner where they are.
Tutor can begin without a document, or stay grounded in the Resource you choose.
Choose how much help
Use Socratic questions, guided steps, or direct explanations—and change course as you work.
Practice, don’t just read
Ask for a quiz, a hint, a clear explanation, feedback on work, or a review of recurring mistakes.
Return with continuity
Resume an active attempt and use private learning observations as revisable evidence of progress.
Private by design
Your attempt is not a publication.
The public Project shell and the private learning session have different boundaries.
Private conversation
Your Tutor chat, answers, mistakes, and learning observations are visible only to you.
Explicit sources
Attach the Project Resources Tutor may use. Public-web research is identified separately when available.
Revisable observations
Progress notes are evidence for better teaching, not permanent claims about your ability or identity.
Start with a subject