Changes in version 0.1.0 (2026-09-18) - Stabilized the four-argument refine_spatial_labels() public API. - Added strict validation for coordinate dimensionality, finite values, labels, specimen identifiers, worker budgets, and per-specimen coordinate variation. - Made coordinate dimensionality specimen-specific. Constant axes are removed independently, while genuinely three-dimensional specimens retain all three coordinates. - Made specimen isolation explicit in the native engine, including local class encodings and support for completely overlapping coordinate systems. - Replaced platform-specific specimen forking with one cross-platform C++ thread budget. Results and diagnostics are deterministic across worker counts. - Added pointwise and per-specimen summary diagnostics, including class-loss reporting without imposing class preservation. - Added 2D, genuine 3D, multi-specimen, invariance, memory, and parallelism tests and expanded the README, vignette, reference documentation, and manuscript. - Removed persistent vignette option changes and replaced the internal fixed CRC benchmark seed with the optional user-controlled seed argument.