Changes in version 0.3.0 - Trimmed the public package to defensible R-native exploratory helpers. - Kept covariate screening, conformal intervals, bootstrap uncertainty, data quality summaries, explainability, ensembles, synthetic covariate benchmarks, calibration summaries, and bounded evidence reports. - Removed deferred product and advanced modeling surfaces from the public package. Changes in version 0.2.0 - Added px_simulate_covariates() for reproducible synthetic benchmark datasets. - Added px_benchmark_covariate() for repeated known-signal and stress-test scenarios. - Added px_calibrate_conformal() for empirical coverage and interval-width summaries. - Added px_ml_report() for structured exploratory decision-support evidence. - Added covariate-screening context metadata for seed, method, parameters, covariates, package version, and creation time. - Added benchmark tests and an evidence-focused vignette. Changes in version 0.1.0 - Added R-native covariate screening with px_covariate(). - Added conformal prediction intervals with px_conformal(). - Added data-quality summaries and median imputation with px_data_quality(). - Added permutation explainability with px_explain(). - Added ensemble prediction helper with px_ensemble(). - Added a synthetic known-signal demo.