Downloadable computer software for analyzing, simulating, correcting, or managing quantum system coherence, quantum error correction, and communication integrity; downloadable software development kits (SDKs) and application programming interfaces (APIs) for integration with quantum computing frameworks; downloadable software for benchmarking, visualization, and diagnostics of quantum coherence stability and error propagation.