Three kinds of product already exist. Each is missing the same thing in a different place.
- Course platforms
- Progress is a percentage of video watched. That measures how much went past, not what you can do — and once you fall behind there is no way back in except the beginning.
- Solvers and answer apps
- They settle one question and leave nothing behind. Nothing accumulates.
- Gamified apps
- Enjoyable, but the structure stays invisible. Where you are, what is missing underneath, and what you could sensibly learn next are never shown to you.
1The tree is the product, not the decoration
Your own graph is what a session leaves behind: lit for what holds, dim for what is slipping, outlined for what your prerequisites already allow. One object that is the progress bar, the map and the record at once, rather than three widgets that disagree.
Today: it runs on your own answers. Concepts we have not written are labelled as ours to finish — never as something you failed to reach.
2Start where you actually are
Someone five years into a job who wants probability should not have to begin at what a fraction is, and should not be dropped into measure theory either. The way in is a short placement that walks the prerequisite chain by halving, and hands back a starting point rather than a score.
Today: it runs. Where a rung of the chain has no question written for it, the placement asks you directly in our own voice rather than inventing a question on the spot.
3How you think is the second axis
Concepts run in one direction. Reduction, invariants, symmetry, limiting processes, construction, proof by contradiction — the moves themselves run in the other. Each fragment carries exactly one thinking tag, so getting better at mathematics becomes a second thing that can be counted instead of a feeling.
Today: 13 tags are defined, each with a written rationale and worked examples, and material you can actually reach carries 12 of them. 48 of the 69 concepts declare at least one; the rest are deliberately untagged, because a label on everything means nothing. The spread across those 12 is lopsided enough that charting it would look precise and mean nothing, so nothing charts it.
4Review is the default, not a feature you remember to use
Strength decays, so the tree dims on its own. A day is one new fragment plus whatever came due, which means you never have to decide what to revise — and coming back after three weeks away costs you nothing worse than a slightly darker tree.
Today: reviews run and nothing caps them. New fragments are capped, at 1 a day, and it is the server that enforces that rather than this page. Answering wrongly dents a concept instead of resetting it, because the scheduler acts on concepts rather than flashcards.