Monstrous Moonshine Grading for 96D Octonion Collapse: Monster Group Representation Alignment in the AOI Pipeline

Embeds monstrous moonshine structure (McKay/Conway-Norton/Borcherds) into the AOI 96D quantum-topological collapse pipeline. Maps the 96D = 4x24 Leech shell geometry to the Moonshine Module V-natural, enabling J-invariant Fourier coefficient grading (1, 196884, 21493760, 864299970) across four collapse shells. Documents four named gates: Sorting (passive J_0-J_3 categorical binning, Jim), Tightening (active Fano-engaged Monster-grading feedback, parallel Claude), Gearing (cross-shell QUBO coupling via J-coefficient ratios, this-session Claude), and Ratchet (emergent permanent-switch state, Voodoo). Includes known calibration flaw: pure Gaussian noise scores grade 3 due to Betti multiplier — documented, not hidden. UPLOAD TYPE: SoftwareLICENSE: MITKEYWORDS: monstrous moonshine, Monster group, J-invariant, octonion, Leech lattice, D-Wave QUBO, Fano plane, grading, AOI pipeline RELATED IDENTIFIERS: continues 10.5281/zenodo.19650226 continues 10.5281/zenodo.19607400 continues 10.5281/zenodo.18690445 NOTE: Overlaps with existing DOI 19701862 (published Apr 23). Decide: new DOI or new version of 19701862.