Figure out the right order to learn a set of topics in
Learning topics in the order a textbook happens to list them isn't the same as learning them in the order that actually builds understanding.
- Use it for
- Anyone facing a set of topics to learn who's unsure what order actually makes sense.
A set of topics to learn often gets tackled in whatever order a syllabus or table of contents happens to list them, which isn't necessarily the order that actually builds understanding — some topics depend on others being understood first, and learning out of that order means hitting confusing gaps that aren't really about the current topic at all. This prompt figures out the real dependency order first.
When not to use this
If you're following a course with an already-sequenced curriculum designed by someone who's thought about this, trust that sequence instead — this is for topics you're organizing yourself.
Did this work?
You have a specific learning order with the dependency reasoning visible, not just the order a syllabus or table of contents happens to list them in.
Tested on claude-opus-5. Evidence status is draft; it moves to battle-tested only on recorded runs, never by hand.