Execution kernel for KSAU topological simulations. Manages mass formula calculations, flavor-mixing matrix derivations, and verification against experimental data. Use when running core physics scripts to ensure theoretical consistency.
This skill provides a standardized workflow for executing and validating the KSAU (Knot-based Standard Model) simulations. It ensures that all calculations derive from the Single Source of Truth (SSoT) and follow the proper physical constraints (e.g., mass hierarchy).
paper_I_validation.py to verify $R^2$ for quarks and leptons.verify_neutrino_math.py.glueball_spectrum_analysis.py.ckm_final_audit.py.g_minus_2_analysis.py to check for geometric contributions to magnetic moments.robustness_check.py to confirm local optima.When asked to "run simulations" or "verify physics," follow this sequence:
numpy, scipy, pandas, and sklearn.v6.0/data/physical_constants.json to ensure constants are current.topology_official_selector.py if assignments need updating.verify_neutrino_math.py to establish the baseline scale.paper_I_validation.py, ckm_final_audit.py).FINAL_SUMMARY.md.det_charge_analysis.py.KSAU Physics Simulation Kernel - First-Principles Derived