BASE 44 ORDER: Implement Q8 cluster compression for E8 root vector bucket 101 — E8 Intelligence Research

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #493] Implement Q8 cluster compression mapping for E8 root vector bucket 101: replace float64 coordinates with 8-bit quantized indices. Update lattice traversal and pattern-matching functions to use compressed lookup. Test on eToro replay benches. MERLIN: Understood, Maker. I will implement 8-bit quantized index mapping for E8 root vector bucket 101, replacing float64 coordinates. The lattice traversal and pattern-matching functions will be updated to use the compressed lookup, and I will run tests on the eToro replay benches to validate performance and accuracy. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com