A dynamics audit traces every iteration point, branch verdict, and parameter value back to a named source, so no entry enters the ledger without a citation. The bookkeeping is exact only for the stated map rule, iteration points, parameters, and their cited origins in the ideal discrete-map model. Real systems add continuous dynamics, noise, unmodeled feedback, finite sampling, parameter uncertainty, and source-traceability limits that blur the audit.

The capstone audit is role-only and source-ref checked. Exact arithmetic here means exact results for the stated model inputs; measured inputs still carry uncertainty and significant-figure limits.

highlighted = computed this step

The audit names sources, not copied numbers

The final audit cites iteration, fixed-point, stability, period, snapshot, and cobweb sources.

sources cited\text{sources cited}
Dynamics source auditThe audit displays roles instead of numeric copies.iteration sourcefixed sourcestability sourceperiod sourcesnapshot sourcecobweb sourceaccepted

The accepted bit closes only if the sources close

The audit is accepted only after every cited source is checked.

accepted\text{accepted}
Role-only accepted auditNumeric leakage in the audit is rejected.iteration sourcefixed sourcestability sourceperiod sourcesnapshot sourcecobweb sourceaccepted