Clarify loading histories and relative metrics

Clarify dataset stages, roles, and OOD semantics

Add prospective DENIM sealed test v1

Add DENIM capability extension v4

Finalize DENIM evidence v3 data card

Add DENIM evidence v3 protocols

Add conditional DENIM v2 protocol

Add AgentFEM runtime validation and handoff

Add DENIM Boundary Suite v1 (500 trajectories)

Add DENIM increment checksums

Restore base release checksums after DENIM increment

Add DENIM incomplete-physics closure dataset and evidence

Remove generated Python cache files

Fix multiaxial hysteresis component selection

Restore hysteresis previews on dataset card

Add multiaxial OOD v2 data, six neural models, and FE validation

Remove local test cache from release

Release AgentFEM Material Loading Memory v1

initial commit