A Python package for mechanism-aware single-cell differential analysis. It partitions DE genes into transcription-driven versus stabilization-driven classes using nascent (unspliced) RNA residuals. Also supports conventional DE, functional enrichment (ORA, GSEA, GO, KEGG), and visualization.