Repository Architecture

Knowledge layer

reference/, resources/

Learning layer

curriculum/, notebooks/, tutors/

Analytics layer

src/pm/, tests/

Application layer

use_cases/

Agent layer

agents/

The repository should never depend on an LLM for deterministic financial arithmetic. Agents may orchestrate, explain, review, and teach; calculations live in tested code.