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Add walk-forward split and promotion gate #4

Description

@bozarnr

Goal: extend the current smoke-test diagnostics into a conservative walk-forward protocol.

Acceptance checks:

  • Explicit train/validation/test or rolling windows.
  • Promotion gate includes OOS Rank IC, ICIR, coverage, turnover, and cost-adjusted return.
  • Unit tests cover split boundaries and future-label leakage rejection.

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