Plain-English reasoning for agents and dashboards that need to understand why a signal passed, paused, or was blocked. The response explains reliability drivers, disagreement, forecast alignment, risk flags, and safe next checks. Designed for validation workflows that need reasoning, not a bare score or trade instruction.

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