feat: Add Correlation Alignment (CORAL) for unsupervised domain adaptation across datasets

feat: add final v1.0.0 release gate and integrate into release pipeline

feat: add cross-subject seed-sensitivity visualization and integrate into reporting/release

feat: add cross-subject seed sensitivity analysis and integrate into release pipeline

feat: add release decision badge and integrate into README/pipeline

feat: add repro run-proof visualization and integrate into reporting/release

feat: add release decision gate visualization and integrate into reporting/release

feat: add repro run-proof artifact and integrate into release/repro pipeline

feat: add release decision gate (GO/HOLD + suggested tag) and integrate into release pipeline

feat: add release-readiness matrix badge and integrate into README/pipeline

feat: add release readiness matrix visualization and integrate into reporting/release

feat: add release readiness matrix across all scorecard layers

feat: add real-data evidence report and one-command reproducibility entrypoint

feat: add scorecards overview visualization and integrate into reporting/release

feat: add unified scorecards overview across major quality pillars

feat: add project master scorecard visualization and integrate into reporting/release

feat: add project master scorecard aggregating streaming/generalization/reproducibility

feat: add reproducibility scorecard visualization and integrate into reporting/release

feat: add integrated reproducibility scorecard and gate aggregation

feat: add generalization scorecard visualization and integrate into reporting/release

feat: add integrated generalization scorecard and gate aggregation

feat: add streaming scorecard visualization and integrate into reporting/release

feat: add integrated streaming scorecard and gate aggregation

feat: add explainability stability check and integrate into release pipeline

feat: add streaming drift resilience test and integrate into release pipeline

feat: extend LOSO model benchmark with deterministic MLP baseline

feat: add bidirectional cross-dataset validation gates and integrate into release checks

feat: add bidirectional cross-dataset visualization and integrate into reporting/release

feat: add bidirectional cross-dataset evaluation with symmetry-gap metrics

feat: add cross-subject benchmark visualization and integrate into reporting/release

feat: add determinism hygiene audit and integrate into reproducibility checks

feat: add release-signature reproducibility check across two RC runs

feat: add cross-subject reproducibility consistency check

feat: add streaming stability stress test and integrate into release pipeline

feat: add cross-subject significance checks and integrate into reporting/release

feat: add explainability validation gates and integrate into release checks

feat: add explainability heatmap and integrate into reporting/release pipeline

feat: add bootstrap confidence intervals for LOSO cross-subject benchmark

feat: add LOSO cross-subject multi-model benchmark and integrate into reporting/release

feat: add streaming latency quality-gate validation and integrate into release checks

feat: add streaming latency visualization and integrate into reporting pipeline

feat: add streaming latency benchmark and integrate into release pipeline

feat: add release readiness trend visualization from status history

feat: add release bundle verification and integrate into docs/release automation

feat: add release bundle builder and integrate into docs/release automation

feat: add status history trend tracking and integrate into docs/release automation

feat: validate LOSO block in release summary schema checks

feat: include LOSO summary in release JSON and release dashboard

feat: promote LOSO metric in registry and include LOSO mean in EN/ZH result briefs

fix: finalize LOSO integration in technical report and regenerate release artifacts