Introduction | Key Capabilities | New Workflow Overview | Setup | New SGWT Workflow Demonstration | Generate Example Pattern | Visualize Input Pattern | Step 1: Initialize SGWT Object | Step 2: Build Spectral Graph | Visualize Fourier Modes (Eigenvectors) | Step 3: Run SGWT Analysis | Visualize SGWT Decomposition | Energy Analysis | Advanced Features Demonstration | Different Wavelet Kernels | Step 4: Pattern Similarity Analysis | Low-frequency Only Analysis | Multiple Signal Analysis | Similarity Space Visualization with Multiple Patterns | Advanced Workflow Features | Custom Parameters | Summary | Key Takeaways | New Workflow Benefits | Parameter Guidelines | Next Steps