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vitals / src /ledger.py

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  1. Token cost strategy: usage accounting, effort levels, thinking off for extraction, Sonnet for mechanics, slim CIO payload, one sample from 20 names

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  1. institutional layer: Sharadar-primary data + sanity gates, valuation ranges/reverse DCF/sector models, risk analytics (stress, VaR, look-through, tilts, liquidity), domicile benchmark, lens sampling + audit trail, tax/cost-aware plan, suitability, regression suite

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