Exposition To Notebook

Quick start

1. Pin down constraints (or assume defaults and add a TODO cell).
2. Extract the “computable core” (symbols, inputs/outputs, equations, algorithms).
3. Choose a notebook outline and scaffolding approach.
4. Build the notebook (.ipynb) and keep code importable/testable.
5. Add validation (sanity checks + minimal tests) and rerun top-to-bottom.
6. Polish for handoff (clear narrative, stable outputs, next steps).

Workflow

1) Intake (constraints + deliverables)