feat: Add Streaming Timeline Simulation visualization to showcase debounce and hysteresis

feat: Add Automated Hyperparameter Tuning (RandomizedSearchCV) for optimal RF configuration

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

feat: Add Stacking Ensemble model benchmark combining RF, SVM, and MLP

feat: Add advanced real-time streaming features (debounce and dynamic alpha)

feat: Add SHAP explainer for better model interpretability

test(ci): add v1 release gate regression test and include in CI quick suite

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

test(ci): add cross-subject seed-sensitivity visual regression test and include in CI quick suite

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

test(ci): add cross-subject seed-sensitivity regression test and include in CI quick suite

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

test(ci): add release decision badge regression test and include in CI quick suite

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

test(ci): add repro run-proof visual regression test and include in CI quick suite

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

test(ci): add release decision gate visual regression test and include in CI quick suite

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

test(ci): add repro run-proof regression test and include in CI quick suite

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

test(ci): add release decision gate regression test and include in CI quick suite

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

test(ci): add release matrix badge regression test and include in CI quick suite

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

test(ci): add release readiness matrix visual regression test and include in CI quick suite

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

test(ci): add release readiness matrix regression test and include in CI quick suite

feat: add release readiness matrix across all scorecard layers

test(ci): add real-data evidence and repro-entrypoint regression tests

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

test(ci): add scorecards overview visual regression test and include in CI quick suite

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

test(ci): add scorecards overview regression test and include in CI quick suite

feat: add unified scorecards overview across major quality pillars

test(ci): add project master scorecard visual regression test and include in CI quick suite

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

test(ci): add project master scorecard regression test and include in CI quick suite

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

test(ci): add reproducibility scorecard visual regression test and include in CI quick suite

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

test(ci): add reproducibility scorecard regression test and include in CI quick suite

feat: add integrated reproducibility scorecard and gate aggregation

test(ci): add generalization scorecard visual regression test and include in CI quick suite

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

test(ci): add generalization scorecard regression test and include in CI quick suite

feat: add integrated generalization scorecard and gate aggregation

test(ci): add streaming scorecard visual regression test and include in CI quick suite

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

test(ci): add streaming scorecard regression test and include in CI quick suite

feat: add integrated streaming scorecard and gate aggregation