A Python package with a Rust core that recovers unannotated spliced residual loci from bulk RNA-seq BAMs. CIGAR N junctions recurring in 2+ cohort samples and absent from the annotation become locus models. An optional control-vs-treat TPM screen flags treat-detected, control-silent loci. Output: residual catalog, optional contrast, and report.