These materials support research students and computational-science or astronomy courses without assuming uniform preparation. They complement the student-facing foundations, module references, and executable investigations.
Teaching with Jaxstro explains sequencing, facilitation, misconceptions, accessibility, and extensions.
Evidence-first investigation rubric evaluates prediction, scientific structure, computation, audit, and claim calibration rather than scalar answers alone.
Executable research investigations is the generated unit registry and coverage map.
The central teaching sequence is
predict → compute → audit → state the warranted claimStudents should write the prediction before execution and retain the audit even when the numerical answer matches expectation.