The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
For outputs requiring high polish, structure editing as three sequential passes—structural edit (organization), line edit (sentence clarity), copy edit (mechanics)—to prevent simultaneous optimization across incompatible dimensions.