- Add --help/-h CLI option to demo_offline with usage description - Fix run_demo.bat validation dataset path: dataset\val -> dataset\binary\val - Add missing #include <iostream> to gunshot_classifier.cpp for error messages - All tests pass: test_core_lib 9/9, demo_offline 20/20