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Strips FOMC/CPI/NFP variance lumps and the weekend weight out of the ATM term structure (NNLS on total variance with a weekend-weight grid): live Deribit fit for BTC/ETH, assumptions or broker quotes for metals/FX. Event-implied moves, forward vols with calendar-arbitrage flags, fair vol for any expiry, built-in 2026 FOMC/CPI/NFP calendar merged with live Forex Factory events, and a realised day-of-week / FOMC-lump study. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01FpiqUMAyo4RL5DdQHMWbwE