The Generalized HKR Theory: Claim-Field Validator and External Validation Protocol

This attachment specifies a prospective, externally executable validation program for selected structural claims of the Generalized HKR framework. It translates context geometry, path-dependent transport, holonomy, independent redundancy, revision, and scale behavior into measurable quantities on scientific claim histories. The proposed Claim-Field Validator combines a temporally sliced claim graph with a context lattice, a learned bundle or sheaf connection, loop-holonomy observables, independent-redundancy estimators, and calibrated future-stabilization prediction. The central confirmatory test is whether explicit context-loop holonomy improves out-of-time prediction over a parameter-matched model from which holonomy has been removed. Secondary tests examine curvature-redundancy scaling, context lability, directional reversal after superseding evidence, and revision-cascade scaling. The protocol separates the invariant scientific test from replaceable implementation choices, defines leakage controls and null models, and provides a staged path toward independent and cross-domain replication.