Pure Java graph-algorithms library over a thresholded correlation/adjacency matrix: comparability (transitive orientation) detection with modular decomposition and orientation count, chordality detection/completion, decomposability repair, signed-graph structural balance and cross-estimator robustness. Analysis only, no GUI; zero runtime dependencies.