Claude 31b29cab32
M3a toolchain: R 4.x + jsonlite only, all stats hand-rolled
Add R + jsonlite to SessionStart hook (minimal deps — no CRAN
statistical packages). Update M3a spec §3: GARCH, Heston, HMM, DCC,
copula, jump-diffusion, fBM all hand-rolled with base R primitives.
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