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      "limits": [
        "Single-vendor historical adjusted-close proxy; not independent total-return certification",
        "No point-in-time revision history; acquired snapshot must not be labelled historically published on each session",
        "Not payment-date cash reinvestment or broker share accounting",
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        "path": "C:\\Users\\Administrator\\Documents\\Codex\\2026-11-04\\windows-codex-ai-1-2-10\\work\\data_resilience\\calendars.json",
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      "limits": [
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        "No point-in-time revision history; acquired snapshot must not be labelled historically published on each session",
        "Not payment-date cash reinvestment or broker share accounting",
        "No production or automated trading approval",
        "Current chosen ETF universe has selection/survivorship bias",
        "756-day covariance window is not a long-horizon efficacy validation"
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      "basis": "Use each series adjusted-close ratios; do not splice nominal adjusted levels across snapshots",
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        "No point-in-time revision history; acquired snapshot must not be labelled historically published on each session",
        "Not payment-date cash reinvestment or broker share accounting",
        "No production or automated trading approval",
        "No policy/fund-flow timing signal validated by this price gate"
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        "511010.SS"
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