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Layered explanation cards for robot-visible controller decisions.
Cards are intentionally compact by default. Each card has a plain summary plus optional input, evidence, and fallback-contract fields so robot callers can decide whether a decision was expected, degraded, or needs operator action without reverse-engineering scattered metadata fields.